feat(worldgen): v4.1 - latitude zones via density function + Lithosphere

- Replace custom LatitudeBiomeSource/BiomeBand system with
  LatitudeSignalDensityFunction + LatitudeZonePlacement (mixin-based)
- Add mandatory Lithosphere (mr_lithosphere) dependency + mixin config
- Override overworld/large_biomes noise_settings for ultra-wide terrain
- Rename remove_vanilla_ores -> z_remove_vanilla_ores (load order)
- Merge cold/hot/tempered biome tags into latitude_*_surface tags
- Rework OresCommand, OreBiomeFinderItem, ModConfigs for new system
- Remove obsolete latitude classes, tests & world preset overrides
- Bump mod_version 3.2 -> 4.1

CHANGELOG_4.0.md

@@ -0,0 +1,85 @@
+# Custom Ore Gen — 4.0 Changelog
+
+**Custom Ore Gen 4.0** is a full rewrite, rebuilt from the ground up for **NeoForge 1.21.1**. It drops KubeJS entirely, introduces a brand-new **latitude-based ore system**, ships custom **ultra-wide terrain** via the Lithosphere companion, and turns the **Deep Dark into a legendary northern feature**.
+
+This is the biggest update in the mod's history. Existing worlds from 2.x are **not** compatible — create a new world.
+
+---
+
+## 🆕 New Features
+
+*   **Latitude-based ore generation** — Ores are now distributed by your **Z coordinate** instead of biome categories. The world is split into three bands:
+    *   ❄️ **Cold** (Z < −8000, north): Lapis, Deepslate Diamond
+    *   🔥 **Hot** (Z > 8000, south): Pure Gold, Redstone, Copper
+    *   🌳 **Temperate** (middle): Iron, Concentrated Coal
+    *   Works with **any biome mod** out of the box — no per-biome classification needed.
+*   **Legendary Deep Dark** — The Deep Dark now only generates in cold northern latitudes, making it a true endgame destination rather than a random underground encounter. (Implemented via a safe, targeted mixin.)
+*   **Custom ultra-wide terrain** — Ships a handcrafted world generation through the new **Lithosphere** companion mod (now a required dependency).
+*   **Config-gated feature toggles** — A custom `ConfigGatedFeaturesModifier` makes the config feature toggles (`concentratedOres`, `impureOres`, `vanillaOreVariants`, etc.) actually gate world generation at runtime.
+*   **Global Loot Modifier for drops** — Replaced fragile event-based drops with a proper data-driven loot modifier (also fixed a crash with the Create drill).
+*   **Color-coded `/ores` command & Ore Biome Finder** — Output is now color-coded per zone (cold = aqua, hot = gold, temperate = green, shard ores = light purple) and clearly explains that the **Z coordinate** determines your zone.
+*   **Configurable zone thresholds** — The cold/hot thresholds (default Z = ±8000) are now adjustable in `custom-ore-gen-common.toml`.
+*   **Create & Mekanism compat** — Standalone-safe recipes for crushing, milling, mixing and enriching shard diamonds.
+
+---
+
+## ⚙️ Changes
+
+*   **Migrated from Forge 1.20.1 → NeoForge 1.21.1.**
+*   **Removed KubeJS dependency entirely.** Vanilla ores are now removed via NeoForge **biome modifiers** (`z_remove_vanilla_ores.json`) — no startup scripts, nothing to run.
+*   **New required dependency: Lithosphere 1.7+** — provides the custom terrain the mod is balanced for.
+*   Tool & armor stats are now **linked to config** — durability, speed, damage and armor values can all be tuned.
+*   Emeralds remain **biome-based** (mountain and rare-biome tags), since they're tied to terrain, not latitude.
+*   Rebalanced ore drop counts and XP to align with vanilla 1.21.
+*   Iron and Gold ores now **ignore Fortune** like vanilla.
+*   Paxel now affects every block mineable by pickaxe/shovel/axe tags.
+*   Rebalanced Diamond Shard tier as a clear bridge between iron and diamond.
+
+---
+
+## 🐛 Bug Fixes
+
+*   **Vanilla diamond leaked everywhere** — All **4** vanilla diamond placed features are now removed (`ore_diamond`, `ore_diamond_buried`, `ore_diamond_large`, `ore_diamond_medium`). Previously only 2 were removed, so buried/medium diamonds spawned in every biome.
+*   **Copper showed the wrong texture in deepslate** — Custom copper now uses the vanilla two-target approach (stone → `copper_ore`, deepslate → `deepslate_copper_ore`) instead of forcing `copper_ore` everywhere.
+*   **`/ores` always reported temperate** — `zoneName()` was reading static fields instead of the config getters; it now reads the live thresholds.
+*   **Garbage `6a9` prefix in ore listings** — Removed a broken color-code remnant that appeared in front of every ore name.
+*   **Diamond rate was way too high in cold zones** — Reduced the custom Deepslate Diamond `count` from 6 → 3 (combined with the vanilla leak fix, diamonds are now properly rare).
+*   **Server hung on startup** — Removed the `SpawnRelocator` and `OreAuditHandler` entirely. They forced synchronous chunk generation on the main server thread (a known cause of deadlocks and world corruption) and the audit handler shipped a `System.exit(0)` hard-kill. Both were dev-only diagnostics that never belonged in a release.
+*   **Badlands gold leaked into non-hot zones** — Added `ore_gold_extra` to the vanilla removal list.
+*   **Cross-climate tag leaks** — Removed copper/gold appearing in temperate spawns due to overlapping surface tags.
+*   **Caves piercing the surface** — Reverted the stretched terrain that caused cave openings to break the surface.
+*   **Create processing recipes** — Repaired and made them standalone-safe (no leftover references to removed ores).
+*   Various startup crashes, build errors and config-load race conditions resolved.
+
+---
+
+## 🗑️ Removals
+
+*   **KubeJS** — no longer used or required.
+*   Auto-generated `kubejs/startup_scripts/custom_ore_gen_remove_vanilla_ores.js` — replaced by biome modifiers.
+*   Dead config categories, unused `EnchantabilityFix` class, and redundant `tectonic`/custom noise settings.
+*   Legacy biome-tag surface files (`latitude_cold_surface`, `latitude_hot_surface`, `latitude_temperate_surface`, `cold_biomes`, `hot_biomes`, `tempered_biomes`, etc.) — superseded by the Z-based system.
+
+---
+
+## 🧪 Technical / Internal
+
+*   Mixed-in `MultiNoiseBiomeSource` to intercept Deep Dark biome resolution safely (Mojmap, no refmap needed on production).
+*   Custom `LatitudeZonePlacement` placement modifier filters ore placement by Z at the placed-feature level.
+*   Comprehensive test suite added: `OresCommandTest`, `ModConfigsTest`, `ConfigurableOreDropsProcedureTest`, `OreDropMathTest`, plus an automated GameTest server for latitude validation.
+*   Cleaned up block/item classes and migrated the entire test suite to NeoForge.
+
+---
+
+## 📦 Requirements
+
+*   Minecraft 1.21.1
+*   NeoForge 21.1.x
+*   **Lithosphere 1.7+** (required)
+*   Biomes O' Plenty, Create, Mekanism (optional, recommended)
+
+---
+
+> ⚠️ **Create a NEW world after updating.** Chunks generated before 4.0 keep their old ore distribution.
+
+**Happy mining!** 🌍⛏️✨

CHANGELOG_4.1.md

@@ -0,0 +1,30 @@
+# Custom Ore Gen — 4.1
+
+A hotfix release that removes developer-only diagnostics that could destabilise dedicated servers. **No gameplay changes** — all ore generation, the Diamond Shard tier, the Deep Dark lock and mod compatibility are identical to 4.0.
+
+---
+
+## 🐛 Bug Fixes
+
+*   **Removed world/server-corrupting code** — Three developer-only diagnostic classes were accidentally shipped in 4.0. They have been removed entirely:
+    *   `OreAuditHandler` — contained a `System.exit(0)` hard-kill that would terminate the server process, and forced chunk generation from a separate thread (a classic cause of chunk corruption).
+    *   `SpawnRelocator` — forced synchronous chunk generation on the main server thread during startup, causing deadlocks and hang.
+    *   `GenerationStabilityTest` — a GameTest utility that had no place in a release build.
+*   None of these classes were referenced by any gameplay code; removing them has **zero impact** on how the mod plays.
+
+---
+
+## 🔄 Changes
+
+*   Spawn-point behaviour reverts to vanilla (the removed `SpawnRelocator` no longer moves the spawn). Since the temperate band is 16,000 blocks wide, the vast majority of spawns still land in a balanced ore zone.
+
+---
+
+## ✅ Verification
+
+*   No `System.exit`, `Runtime.halt`, forced chunk loading (`getChunkAt`/`getChunk`), manual threads or `setBlock` calls remain anywhere in the codebase.
+*   Build and unit tests pass.
+
+---
+
+**Full build:** Minecraft 1.21.1 · NeoForge 21.1.x · Lithosphere 1.7+ (required)

CURSEFORGE_DESCRIPTION.md

@@ -0,0 +1,176 @@
+# 🔧 Custom Ore Gen
+
+**Custom Ore Gen** completely overhauls Minecraft's ore generation by replacing vanilla distribution with a **latitude-based system** driven by the world's Z coordinate, and adds a complete intermediate equipment tier between iron and diamond: **Diamond Shards**.
+
+After months of reworking, **version 4.0** is a full rewrite — rebuilt from the ground up for **NeoForge 1.21.1**, dropping KubeJS entirely in favor of fully data-driven biome modifiers, and introducing a brand-new world of latitude exploration.
+
+***
+
+## 🎯 Overview
+
+A mod that:
+
+*   Replaces **all** vanilla overworld ore generation with a **latitude system** (north = cold, south = hot, middle = temperate)
+*   Adds a new intermediate equipment tier: **Diamond Shards**
+*   Encourages **north/south exploration** to gather specific resources
+*   Locks the **Deep Dark** to cold northern latitudes as a legendary feature
+*   The temperate band is **16,000 blocks wide** (Z = −8000 to +8000), so most spawns already land in a balanced area
+*   Ships custom **ultra-wide terrain** through its **Lithosphere** companion mod
+*   Automatically integrates with **Biomes O' Plenty**, **Create** and **Mekanism**
+
+***
+
+## 🌍 Latitude-Based Ore Generation
+
+The world is split into three latitude bands running along the **Z axis**. Travel north or south to change which ores you can find — *your Z coordinate, not your biome, decides the ores* (Emeralds being the biome-tagged exception).
+
+| Zone | Direction | Ores |
+| --- | --- | --- |
+| ❄️ **Cold** | North (Z < -8000) | Lapis, Deepslate Diamond |
+| 🔥 **Hot** | South (Z > 8000) | Pure Gold, Redstone, Copper |
+| 🌳 **Temperate** | Middle (-8000 → 8000) | Iron, Concentrated Coal |
+| ⛰️ **Mountain biomes** | Anywhere (by biome tag) | High Emerald |
+| ✨ **Rare biomes** | Anywhere (by biome tag) | Lower Emerald |
+| 🔷 **All zones** | Everywhere | Deepslate Shard Diamond, Shard Diamond Block |
+
+> ⚠️ **Note**: _Deepslate Shard Diamond Ore_ is the **only progression ore that spawns in ALL zones**, ensuring accessible early-game progression wherever you start. The temperate band is huge (16,000 blocks), so you almost always start in a balanced ore zone.
+
+🧭 Use the **Ore Biome Finder** item or the **`/ores`** command to see exactly which ores are available at your current Z coordinate — the output is **color-coded per zone** (cold = aqua, hot = gold, temperate = green, shard ores = light purple).
+
+***
+
+## 💎 Diamond Shard Tier — New Progression
+
+A complete set of tools and armor that bridges the gap between iron and diamond.
+
+### ⚙️ **Available Equipment**
+
+| Type | Components | Durability |
+| --- | --- | --- |
+| **Tools** (Pickaxe, Axe, Shovel) | Diamond Shards | 450 |
+| **Paxel** (3-in-1 tool) | Diamond Shards | 800 |
+| **Full Armor Set** | Diamond Shards + 2 Diamonds | 17 protection, Toughness 1.0 |
+
+> ✅ **The Paxel** combines the functions of **pickaxe, axe, and shovel** into a single tool — affecting every block mineable by those tags.
+
+> 🛠️ All stats above are the **defaults** — every durability, speed and damage value, plus the cold/hot zone thresholds and ore drops, is configurable in `custom-ore-gen-common.toml`.
+
+### 🧪 **Shard → Diamond Conversion**
+
+9 Diamond Shards → 1 Diamond (3×3 crafting grid).
+
+### 🛡️ **Armor Recipes**
+
+*   **Helmet**: 5 Diamond Shards
+*   **Chestplate**: 8 Diamond Shards + 1 Diamond
+*   **Leggings**: 7 Diamond Shards + 1 Diamond
+*   **Boots**: 4 Diamond Shards
+
+> ⚙️ **Repair** any Diamond Shard equipment with Diamond Shards on an anvil.
+
+***
+
+## 🔍 Ore Biome Finder
+
+A handy tool to instantly know which ores are available at your current latitude.
+
+🎮 **Alternatives**:
+
+*   Craft the **Ore Biome Finder** item (check JEI for the recipe).
+*   Use the **`/ores`** (or `/ore`) command — it shows your X/Z position, the zone determined by Z, the cold/hot thresholds, and a **color-coded** list of findable ores.
+
+***
+
+## 📦 Installation & Dependencies
+
+### ⚠️ **Mandatory Requirements**
+
+*   **Minecraft**: 1.21.1
+*   **NeoForge**: 21.1.x
+*   **Lithosphere**: 1.7+ _(required — provides the custom ultra-wide terrain the mod is balanced for)_
+
+### 🌐 **Optional but Recommended**
+
+*   **Biomes O' Plenty** — ore generation automatically extends to all its biomes.
+*   **Create** — ore-processing compat (crushing/milling shard diamond ore, mixing shards → diamond).
+*   **Mekanism** — enriching compat for shard diamonds.
+
+> 🚫 The mod does **not** use KubeJS anymore. Vanilla ores are fully removed via NeoForge **biome modifiers** — no scripts, nothing to run.
+
+***
+
+## 🎮 Gameplay & Progression
+
+1.  **Initial Stage**
+    Start in the temperate band and mine **Deepslate Shard Diamond Ore** (available everywhere) to obtain **Diamond Shards**.
+
+2.  **First Equipment**
+    Craft Diamond Shard tools (or the versatile Paxel) for better efficiency than iron.
+
+3.  **Targeted Exploration**
+    Travel north or south along the Z axis to reach different ore zones:
+    *   **North (Cold)**: Lapis and Deepslate Diamonds
+    *   **South (Hot)**: Pure Gold, Redstone, Copper
+    *   **Mountain biomes**: High Emeralds
+    *   **Rare biomes**: Lower Emeralds
+
+4.  **Final Progression**
+    Combine 9 Diamond Shards to create a regular Diamond and access vanilla diamond equipment.
+
+***
+
+## 📊 Equipment Statistics Comparison
+
+| Material | Protection | Chestplate Durability |
+| --- | --- | --- |
+| Iron | 15 | 240 |
+| **Diamond Shard** | **17** | **300** |
+| Diamond | 20 | 528 |
+
+***
+
+## 🌟 Key Features
+
+*   🗺️ **Latitude Exploration**: the Z coordinate — not the biome — decides your ores
+*   🌌 **Legendary Deep Dark**: locked to cold northern latitudes only (via a safe mixin)
+*   🚀 **Custom Ultra-Wide Terrain**: ships with Lithosphere for a fresher, wider world
+*   ⚔️ **Balanced Progression**: Diamond Shard tier bridges the iron–diamond gap
+*   🚫 **No Vanilla Ores**: fully removed via data-driven biome modifiers (no scripts)
+*   🌍 **Modpack Friendly**: automatic integration with any biome mod through the Z system
+*   🎨 **Dedicated Creative Tab**: all mod items in the "Custom Ore Gen" tab
+*   🛠️ **Versatile Tools**: the Paxel saves inventory space
+*   📊 **In-game Info**: Finder item + `/ores` command with color-coded zones
+*   ⚙️ **Fully Configurable**: zone thresholds, tool stats, armor values and ore drops
+
+***
+
+## 🆕 What's New in 4.0
+
+Version 4.0 is a ground-up rebuild. Highlights:
+
+*   **Full NeoForge 1.21.1 port** — left Forge 1.20.1 and KubeJS behind; everything is now data-driven biome modifiers.
+*   **Latitude ore system** — ores are now distributed by **Z coordinate** instead of biome categories, so it works with *any* biome mod out of the box.
+*   **Ultra-wide custom terrain** — bundled through the **Lithosphere** companion mod.
+*   **Legendary Deep Dark** — the Deep Dark now only generates in cold northern latitudes, making it a true endgame destination.
+*   **Create & Mekanism compat** — recipes for crushing, milling, mixing and enriching shard diamonds.
+*   **Color-coded `/ores` & Ore Finder** — clear, readable output that explains the Z mechanic.
+*   **Polished ore behaviour** — all 4 vanilla diamond features are properly removed, and copper now uses the correct deepslate texture underground.
+
+> 💡 Existing worlds from older versions are **not** compatible — create a **new world** after installing 4.0.
+
+***
+
+## 📝 Important Notes
+
+*   ⚠️ **Create a NEW world** after installing. Chunks generated before installation keep their old ore distribution.
+*   The cold/hot zone thresholds default to **Z = ±8000** but are fully adjustable in the config.
+*   Emeralds remain **biome-based** (mountain and rare-biome tags), not latitude-based.
+*   All Diamond Shard equipment can be repaired with Diamond Shards.
+
+***
+
+### 🎯 **Why Choose Custom Ore Gen?**
+
+Because it brings **logic to exploration** (travel the world to find specific ores), **smoother progression** (a real iron-to-diamond bridge), and **seamless integration** with many modded biomes — all without tedious configuration.
+
+> **Happy mining!** 🌍⛏️✨

gradle.properties

@@ -2,7 +2,7 @@ org.gradle.jvmargs=-Xmx4G
 org.gradle.daemon=true
 
 # Mod Properties
-mod_version=3.2
+mod_version=4.1
 mod_id=custom_ore_gen
 mod_name=Custom Ore Gen
 mod_group_id=com.aulyrius.custom_ore_gen

src/main/java/net/mcreator/customoregen/CustomOreGenMod.java

@@ -59,8 +59,9 @@ public class CustomOreGenMod {
 		LOOT_MODIFIERS.register(modEventBus);
 
 		// Start of user code block mod init
-		WorldGenRegistration.BIOME_SOURCES.register(modEventBus);
 		WorldGenRegistration.BIOME_MODIFIER_SERIALIZERS.register(modEventBus);
+		WorldGenRegistration.DENSITY_FUNCTION_TYPES.register(modEventBus);
+		WorldGenRegistration.PLACEMENT_MODIFIERS.register(modEventBus);
 		// End of user code block mod init
 	}
 

src/main/java/net/mcreator/customoregen/OresCommand.java

@@ -2,153 +2,104 @@ package net.mcreator.customoregen;
 
 import com.mojang.brigadier.CommandDispatcher;
 import com.mojang.brigadier.context.CommandContext;
+import net.minecraft.ChatFormatting;
 import net.minecraft.commands.CommandSourceStack;
 import net.minecraft.commands.Commands;
-import net.minecraft.core.registries.Registries;
 import net.minecraft.network.chat.Component;
-import net.minecraft.resources.ResourceKey;
-import net.minecraft.resources.ResourceLocation;
-import net.minecraft.tags.TagKey;
-import net.minecraft.world.level.biome.Biome;
 import net.neoforged.neoforge.event.RegisterCommandsEvent;
 import net.neoforged.bus.api.SubscribeEvent;
-import net.neoforged.fml.common.Mod;
 import net.neoforged.fml.common.EventBusSubscriber;
 
 import java.util.*;
 
+import net.mcreator.customoregen.worldgen.LatitudeConfig;
+
 @EventBusSubscriber(modid = CustomOreGenMod.MODID, bus = EventBusSubscriber.Bus.GAME)
 public class OresCommand {
 
-	// Tags personnalisés du mod
-	private static final TagKey<Biome> COLD_BIOMES_TAG = TagKey.create(Registries.BIOME,
-			ResourceLocation.fromNamespaceAndPath("custom_ore_gen", "cold_biomes"));
-	private static final TagKey<Biome> HOT_BIOMES_TAG = TagKey.create(Registries.BIOME,
-			ResourceLocation.fromNamespaceAndPath("custom_ore_gen", "hot_biomes"));
-	private static final TagKey<Biome> MOUNTAIN_BIOMES_TAG = TagKey.create(Registries.BIOME,
-			ResourceLocation.fromNamespaceAndPath("custom_ore_gen", "mountain_biomes"));
-	private static final TagKey<Biome> TEMPERED_BIOMES_TAG = TagKey.create(Registries.BIOME,
-			ResourceLocation.fromNamespaceAndPath("custom_ore_gen", "tempered_biomes"));
-	private static final TagKey<Biome> RARE_BIOMES_TAG = TagKey.create(Registries.BIOME,
-			ResourceLocation.fromNamespaceAndPath("custom_ore_gen", "rare_biomes"));
-
-	// Minerais par catégorie (mappé avec les biome modifiers)
 	private static final List<String> COLD_ORES = Arrays.asList(
-			"Lapis (stone) [Y: 0 à 32]",
+			"Lapis (stone) [Y: 0 a 32]",
-			"Lapis (deepslate) [Y: -64 à 0]",
+			"Lapis (deepslate) [Y: -64 a 0]",
-			"Diamant (deepslate) [Y: -64 à 0]");
+			"Diamant (deepslate) [Y: -64 a 0]");
 
 	private static final List<String> HOT_ORES = Arrays.asList(
-			"Or Pur (stone) [Y: 0 à 256]",
+			"Or (stone) [Y: 0 a 320]",
-			"Or Pur (deepslate) [Y: -64 à 0]",
+			"Or (deepslate) [Y: -64 a 0]",
-			"Redstone (stone) [Y: -10 à 20]",
+			"Cuivre (haut) [Y: 15 a 320]",
-			"Redstone (deepslate) [Y: -80 à -30]",
+			"Cuivre (bas) [Y: -64 a 0]",
-			"Cuivre (haut) [Y: 15 à 256]",
+			"Redstone (stone) [Y: -10 a 20]",
-			"Cuivre (bas) [Y: -64 à 0]");
+			"Redstone (deepslate) [Y: -80 a -30]");
 
-	private static final List<String> MOUNTAIN_ORES = Arrays.asList(
+	private static final List<String> TEMPERATE_ORES = Arrays.asList(
-			"Emeraude (haute altitude) [Y: 0 à 64]");
+			"Fer (stone) [Y: 0 a 100]",
-
+			"Fer (deepslate) [Y: -64 a 0]",
-	private static final List<String> TEMPERED_ORES = Arrays.asList(
+			"Charbon concentre [Y: 0 a 70]");
-			"Charbon Concentre [Y: 0 à 70]",
-			"Fer (stone) [Y: 0 à 100]",
-			"Fer (deepslate) [Y: -64 à 0]");
-
-	private static final List<String> RARE_ORES = Arrays.asList(
-			"Emeraude (basse altitude) [Y: -64 à 0]");
 
 	private static final List<String> EVERYWHERE_ORES = Arrays.asList(
-			"Diamant Shard (deepslate) [Y: -64 à -40]",
+			"Diamant Shard (deepslate) [Y: -64 a -40]",
-			"Bloc Diamant Shard [Y: 0 à 15]");
+			"Bloc Diamant Shard [Y: 0 a 15]");
 
 	@SubscribeEvent
 	public static void onRegisterCommands(RegisterCommandsEvent event) {
-		CommandDispatcher<CommandSourceStack> dispatcher = event.getDispatcher();
+		event.getDispatcher().register(Commands.literal("ores")
-
-		// Niveau de permission 2 = OP (Admin level)
-		dispatcher.register(Commands.literal("ores")
 				.requires(source -> source.hasPermission(2))
 				.executes(OresCommand::executeOres));
-
+		event.getDispatcher().register(Commands.literal("ore")
-		dispatcher.register(Commands.literal("ore")
 				.requires(source -> source.hasPermission(2))
 				.executes(OresCommand::executeOres));
 	}
 
 	private static int executeOres(CommandContext<CommandSourceStack> context) {
-		if (!(context.getSource().getEntity() instanceof net.minecraft.world.entity.player.Player)) {
+		if (!(context.getSource().getEntity() instanceof net.minecraft.world.entity.player.Player player)) {
-			context.getSource()
+			context.getSource().sendFailure(Component.literal("Cette commande ne peut etre utilisee que par un joueur"));
-					.sendFailure(Component.literal("Cette commande ne peut etre utilisee que par un joueur"));
 			return 0;
 		}
 
-		net.minecraft.world.entity.player.Player player = (net.minecraft.world.entity.player.Player) context.getSource()
+		int x = player.blockPosition().getX();
-				.getEntity();
+		int z = player.blockPosition().getZ();
-		net.minecraft.world.level.Level level = player.level();
-		net.minecraft.core.BlockPos pos = player.blockPosition();
 
-		var biomeHolder = level.getBiome(pos);
+		String zone = LatitudeConfig.zoneName(z);
-		ResourceKey<Biome> biomeKey = biomeHolder.unwrapKey()
+		int coldZ = LatitudeConfig.getColdZoneZ();
-				.orElse(ResourceKey.create(Registries.BIOME, ResourceLocation.fromNamespaceAndPath("minecraft", "plains")));
+		int hotZ = LatitudeConfig.getHotZoneZ();
-		ResourceLocation biomeId = biomeKey.location();
+		ChatFormatting zoneColor = zoneColor(zone);
-		String biomeName = biomeId.getPath();
 
-		context.getSource().sendSuccess(() -> Component.literal("=== Minerais dans: " + biomeName + " ==="), true);
+		context.getSource().sendSuccess(() -> Component.literal(
-		context.getSource().sendSuccess(() -> Component.literal("Biome ID: " + biomeId), true);
+				"=== Position: X=" + x + "  Z=" + z + " ===").withStyle(ChatFormatting.GRAY), true);
+		context.getSource().sendSuccess(() -> Component.literal(
+				"Zone determinee par la coordonnee Z : " + zone).withStyle(zoneColor), true);
+		context.getSource().sendSuccess(() -> Component.literal(
+				"Z < " + coldZ + " = froid  |  " + coldZ + " a " + hotZ + " = tempere  |  Z > " + hotZ + " = chaud")
+				.withStyle(ChatFormatting.GRAY), true);
 
-		// Vérifier les tags personnalisés du mod
+		List<String> zoneOres = new ArrayList<>();
-		Set<String> foundTags = new HashSet<>();
+		switch (zone) {
-		List<String> foundOres = new ArrayList<>();
+			case "COLD" -> zoneOres.addAll(COLD_ORES);
-
+			case "HOT" -> zoneOres.addAll(HOT_ORES);
-		// Vérifier chaque tag de biome et ajouter les minerais correspondants
+			case "TEMPERATE" -> zoneOres.addAll(TEMPERATE_ORES);
-		if (isBiomeInTag(level, pos, COLD_BIOMES_TAG)) {
-			foundTags.add("cold_biomes");
-			foundOres.addAll(COLD_ORES);
-		}
-		if (isBiomeInTag(level, pos, HOT_BIOMES_TAG)) {
-			foundTags.add("hot_biomes");
-			foundOres.addAll(HOT_ORES);
-		}
-		if (isBiomeInTag(level, pos, MOUNTAIN_BIOMES_TAG)) {
-			foundTags.add("mountain_biomes");
-			foundOres.addAll(MOUNTAIN_ORES);
-		}
-		if (isBiomeInTag(level, pos, TEMPERED_BIOMES_TAG)) {
-			foundTags.add("tempered_biomes");
-			foundOres.addAll(TEMPERED_ORES);
-		}
-		if (isBiomeInTag(level, pos, RARE_BIOMES_TAG)) {
-			foundTags.add("rare_biomes");
-			foundOres.addAll(RARE_ORES);
 		}
 
-		// Ajouter les minerais présents partout
+		Set<String> allOres = new LinkedHashSet<>(zoneOres);
-		foundOres.addAll(EVERYWHERE_ORES);
+		allOres.addAll(EVERYWHERE_ORES);
 
-		// Afficher les tags trouvés
+		context.getSource().sendSuccess(() -> Component.literal(
-		if (!foundTags.isEmpty()) {
+				"Minerais trouvables (" + allOres.size() + ") :").withStyle(ChatFormatting.WHITE), true);
-			context.getSource().sendSuccess(() -> Component.literal("Tags du mod: " + String.join(", ", foundTags)),
+		for (String ore : zoneOres) {
-					true);
+			context.getSource().sendSuccess(() -> Component.literal("  * " + ore).withStyle(zoneColor), true);
-		} else {
-			context.getSource().sendSuccess(() -> Component.literal("Tags du mod: aucun"), true);
 		}
-
+		for (String ore : EVERYWHERE_ORES) {
-		// Afficher les minerais (sans doublons)
+			context.getSource().sendSuccess(() -> Component.literal("  * " + ore)
-		if (!foundOres.isEmpty()) {
+					.withStyle(ChatFormatting.LIGHT_PURPLE), true);
-			Set<String> uniqueOres = new LinkedHashSet<>(foundOres);
-			context.getSource().sendSuccess(() -> Component.literal("Minerais trouvables:"), true);
-			for (String ore : uniqueOres) {
-				context.getSource().sendSuccess(() -> Component.literal("  * " + ore), true);
-			}
-		} else {
-			context.getSource().sendSuccess(() -> Component.literal("Aucun minerai specifique"), true);
 		}
 
 		return 1;
 	}
 
-	private static boolean isBiomeInTag(net.minecraft.world.level.Level level, net.minecraft.core.BlockPos pos,
+	private static ChatFormatting zoneColor(String zone) {
-			TagKey<Biome> tag) {
+		return switch (zone) {
-		return level.getBiome(pos).is(tag);
+			case "COLD" -> ChatFormatting.AQUA;
+			case "HOT" -> ChatFormatting.GOLD;
+			case "TEMPERATE" -> ChatFormatting.GREEN;
+			default -> ChatFormatting.WHITE;
+		};
 	}
 }

src/main/java/net/mcreator/customoregen/config/ModConfigs.java

@@ -16,6 +16,7 @@ public class ModConfigs {
 		TOOL_STATS = new ToolStatsConfig(BUILDER);
 		DROPS = new DropsConfig(BUILDER);
 		FEATURES = new FeatureToggleConfig(BUILDER);
+		LATITUDE_ORE = new LatitudeOreConfig(BUILDER);
 
 		BUILDER.pop();
 		SPEC = BUILDER.build();
@@ -318,4 +319,30 @@ public class ModConfigs {
 			builder.pop();
 		}
 	}
+
+	// Configuration for the latitude ore distribution system
+	public static class LatitudeOreConfig {
+		public final ModConfigSpec.ConfigValue<Integer> coldZoneZ;
+		public final ModConfigSpec.ConfigValue<Integer> hotZoneZ;
+
+		public LatitudeOreConfig(ModConfigSpec.Builder builder) {
+			builder.push("latitude_ore_zones");
+
+			coldZoneZ = builder
+					.comment("Z coordinate below which is the COLD ore zone (north). Default: -8000",
+							"Example: -8000 means Z < -8000 gets cold ores (lapis, diamond)",
+							"Changing this also shifts the temperature latitude scale.")
+					.defineInRange("coldZoneZ", -8000, -32000, 0);
+
+			hotZoneZ = builder
+					.comment("Z coordinate above which is the HOT ore zone (south). Default: 8000",
+							"Example: 8000 means Z > 8000 gets hot ores (copper, redstone, gold)",
+							"Changing this also shifts the temperature latitude scale.")
+					.defineInRange("hotZoneZ", 8000, 0, 32000);
+
+			builder.pop();
+		}
+	}
+
+	public static final LatitudeOreConfig LATITUDE_ORE;
 }

src/main/java/net/mcreator/customoregen/item/OreBiomeFinderItem.java

@@ -1,63 +1,41 @@
 package net.mcreator.customoregen.item;
 
-import net.minecraft.core.registries.Registries;
+import net.minecraft.ChatFormatting;
 import net.minecraft.network.chat.Component;
-import net.minecraft.resources.ResourceKey;
-import net.minecraft.resources.ResourceLocation;
-import net.minecraft.tags.TagKey;
 import net.minecraft.world.InteractionHand;
 import net.minecraft.world.InteractionResultHolder;
 import net.minecraft.world.entity.player.Player;
 import net.minecraft.world.item.Item;
 import net.minecraft.world.item.ItemStack;
 import net.minecraft.world.level.Level;
-import net.minecraft.core.BlockPos;
-import net.minecraft.world.level.biome.Biome;
 
 import java.util.*;
 
+import net.mcreator.customoregen.worldgen.LatitudeConfig;
+
 public class OreBiomeFinderItem extends Item {
 
-	// Tags personnalisés du mod
-	private static final TagKey<Biome> COLD_BIOMES_TAG = TagKey.create(Registries.BIOME,
-			ResourceLocation.fromNamespaceAndPath("custom_ore_gen", "cold_biomes"));
-	private static final TagKey<Biome> HOT_BIOMES_TAG = TagKey.create(Registries.BIOME,
-			ResourceLocation.fromNamespaceAndPath("custom_ore_gen", "hot_biomes"));
-	private static final TagKey<Biome> MOUNTAIN_BIOMES_TAG = TagKey.create(Registries.BIOME,
-			ResourceLocation.fromNamespaceAndPath("custom_ore_gen", "mountain_biomes"));
-	private static final TagKey<Biome> TEMPERED_BIOMES_TAG = TagKey.create(Registries.BIOME,
-			ResourceLocation.fromNamespaceAndPath("custom_ore_gen", "tempered_biomes"));
-	private static final TagKey<Biome> RARE_BIOMES_TAG = TagKey.create(Registries.BIOME,
-			ResourceLocation.fromNamespaceAndPath("custom_ore_gen", "rare_biomes"));
-
-	// Minerais par catégorie
 	private static final List<String> COLD_ORES = Arrays.asList(
-			"Lapis (stone) [Y: 0 à 32]",
+			"Lapis (stone) [Y: 0 a 32]",
-			"Lapis (deepslate) [Y: -64 à 0]",
+			"Lapis (deepslate) [Y: -64 a 0]",
-			"Diamant (deepslate) [Y: -64 à 0]");
+			"Diamant (deepslate) [Y: -64 a 0]");
 
 	private static final List<String> HOT_ORES = Arrays.asList(
-			"Or Pur (stone) [Y: 0 à 256]",
+			"Or (stone) [Y: 0 a 320]",
-			"Or Pur (deepslate) [Y: -64 à 0]",
+			"Or (deepslate) [Y: -64 a 0]",
-			"Redstone (stone) [Y: -10 à 20]",
+			"Cuivre (haut) [Y: 15 a 320]",
-			"Redstone (deepslate) [Y: -80 à -30]",
+			"Cuivre (bas) [Y: -64 a 0]",
-			"Cuivre (haut) [Y: 15 à 256]",
+			"Redstone (stone) [Y: -10 a 20]",
-			"Cuivre (bas) [Y: -64 à 0]");
+			"Redstone (deepslate) [Y: -80 a -30]");
 
-	private static final List<String> MOUNTAIN_ORES = Arrays.asList(
+	private static final List<String> TEMPERATE_ORES = Arrays.asList(
-			"Emeraude (haute altitude) [Y: 0 à 64]");
+			"Fer (stone) [Y: 0 a 100]",
-
+			"Fer (deepslate) [Y: -64 a 0]",
-	private static final List<String> TEMPERED_ORES = Arrays.asList(
+			"Charbon concentre [Y: 0 a 70]");
-			"Charbon Concentre [Y: 0 à 70]",
-			"Fer (stone) [Y: 0 à 100]",
-			"Fer (deepslate) [Y: -64 à 0]");
-
-	private static final List<String> RARE_ORES = Arrays.asList(
-			"Emeraude (basse altitude) [Y: -64 à 0]");
 
 	private static final List<String> EVERYWHERE_ORES = Arrays.asList(
-			"Diamant Shard (deepslate) [Y: -64 à -40]",
+			"Diamant Shard (deepslate) [Y: -64 a -40]",
-			"Bloc Diamant Shard [Y: 0 à 15]");
+			"Bloc Diamant Shard [Y: 0 a 15]");
 
 	public OreBiomeFinderItem() {
 		super(new Item.Properties().stacksTo(1));
@@ -68,68 +46,52 @@ public class OreBiomeFinderItem extends Item {
 		ItemStack stack = player.getItemInHand(hand);
 
 		if (!level.isClientSide) {
-			BlockPos pos = player.blockPosition();
+			int x = player.blockPosition().getX();
-			var biomeHolder = level.getBiome(pos);
+			int z = player.blockPosition().getZ();
-			ResourceKey<Biome> biomeKey = biomeHolder.unwrapKey()
-					.orElse(ResourceKey.create(Registries.BIOME, ResourceLocation.fromNamespaceAndPath("minecraft", "plains")));
-			ResourceLocation biomeId = biomeKey.location();
-			String biomeName = biomeId.getPath();
 
-			player.displayClientMessage(Component.literal("=== Minerais dans: " + biomeName + " ==="), false);
+			String zone = LatitudeConfig.zoneName(z);
-			player.displayClientMessage(Component.literal("Biome ID: " + biomeId), false);
+			int coldZ = LatitudeConfig.getColdZoneZ();
+			int hotZ = LatitudeConfig.getHotZoneZ();
+			ChatFormatting zoneColor = zoneColor(zone);
 
-			// Vérifier les tags personnalisés du mod
+			player.displayClientMessage(Component.literal(
-			Set<String> foundTags = new HashSet<>();
+					"=== Position: X=" + x + "  Z=" + z + " ===").withStyle(ChatFormatting.GRAY), false);
-			List<String> foundOres = new ArrayList<>();
+			player.displayClientMessage(Component.literal(
+					"Zone determinee par la coordonnee Z : " + zone).withStyle(zoneColor), false);
+			player.displayClientMessage(Component.literal(
+					"Z < " + coldZ + " = froid  |  " + coldZ + " a " + hotZ + " = tempere  |  Z > " + hotZ + " = chaud")
+					.withStyle(ChatFormatting.GRAY), false);
 
-			// Vérifier chaque tag de biome et ajouter les minerais correspondants
+			List<String> zoneOres = new ArrayList<>();
-			if (isBiomeInTag(level, pos, COLD_BIOMES_TAG)) {
+			switch (zone) {
-				foundTags.add("cold_biomes");
+				case "COLD" -> zoneOres.addAll(COLD_ORES);
-				foundOres.addAll(COLD_ORES);
+				case "HOT" -> zoneOres.addAll(HOT_ORES);
-			}
+				case "TEMPERATE" -> zoneOres.addAll(TEMPERATE_ORES);
-			if (isBiomeInTag(level, pos, HOT_BIOMES_TAG)) {
-				foundTags.add("hot_biomes");
-				foundOres.addAll(HOT_ORES);
-			}
-			if (isBiomeInTag(level, pos, MOUNTAIN_BIOMES_TAG)) {
-				foundTags.add("mountain_biomes");
-				foundOres.addAll(MOUNTAIN_ORES);
-			}
-			if (isBiomeInTag(level, pos, TEMPERED_BIOMES_TAG)) {
-				foundTags.add("tempered_biomes");
-				foundOres.addAll(TEMPERED_ORES);
-			}
-			if (isBiomeInTag(level, pos, RARE_BIOMES_TAG)) {
-				foundTags.add("rare_biomes");
-				foundOres.addAll(RARE_ORES);
 			}
 
-			// Ajouter les minerais présents partout
+			Set<String> allOres = new LinkedHashSet<>(zoneOres);
-			foundOres.addAll(EVERYWHERE_ORES);
+			allOres.addAll(EVERYWHERE_ORES);
 
-			// Afficher les tags trouvés
+			player.displayClientMessage(Component.literal(
-			if (!foundTags.isEmpty()) {
+					"Minerais trouvables (" + allOres.size() + ") :").withStyle(ChatFormatting.WHITE), false);
-				player.displayClientMessage(Component.literal("Tags du mod: " + String.join(", ", foundTags)), false);
+			for (String ore : zoneOres) {
-			} else {
+				player.displayClientMessage(Component.literal("  * " + ore).withStyle(zoneColor), false);
-				player.displayClientMessage(Component.literal("Tags du mod: aucun"), false);
 			}
-
+			for (String ore : EVERYWHERE_ORES) {
-			// Afficher les minerais (sans doublons)
+				player.displayClientMessage(Component.literal("  * " + ore)
-			if (!foundOres.isEmpty()) {
+						.withStyle(ChatFormatting.LIGHT_PURPLE), false);
-				Set<String> uniqueOres = new LinkedHashSet<>(foundOres);
-				player.displayClientMessage(Component.literal("Minerais trouvables:"), false);
-				for (String ore : uniqueOres) {
-					player.displayClientMessage(Component.literal("  * " + ore), false);
-				}
-			} else {
-				player.displayClientMessage(Component.literal("Aucun minerai specifique"), false);
 			}
 		}
 
 		return InteractionResultHolder.sidedSuccess(stack, level.isClientSide);
 	}
 
-	private static boolean isBiomeInTag(Level level, BlockPos pos, TagKey<Biome> tag) {
+	private static ChatFormatting zoneColor(String zone) {
-		return level.getBiome(pos).is(tag);
+		return switch (zone) {
+			case "COLD" -> ChatFormatting.AQUA;
+			case "HOT" -> ChatFormatting.GOLD;
+			case "TEMPERATE" -> ChatFormatting.GREEN;
+			default -> ChatFormatting.WHITE;
+		};
 	}
 }

src/main/java/net/mcreator/customoregen/mixin/MultiNoiseBiomeSourceMixin.java

@@ -0,0 +1,91 @@
+package net.mcreator.customoregen.mixin;
+
+import com.mojang.datafixers.util.Pair;
+import net.minecraft.core.Holder;
+import net.minecraft.world.level.biome.Biome;
+import net.minecraft.world.level.biome.Biomes;
+import net.minecraft.world.level.biome.Climate;
+import net.minecraft.world.level.biome.MultiNoiseBiomeSource;
+import net.minecraft.world.level.biome.MultiNoiseBiomeSourceParameterList;
+import org.spongepowered.asm.mixin.Final;
+import org.spongepowered.asm.mixin.Mixin;
+import org.spongepowered.asm.mixin.Shadow;
+import org.spongepowered.asm.mixin.injection.At;
+import org.spongepowered.asm.mixin.injection.Inject;
+import org.spongepowered.asm.mixin.injection.callback.CallbackInfoReturnable;
+
+import java.util.Optional;
+
+/**
+ * Makes the Deep Dark a legendary northern-only feature.
+ *
+ * <p>Vanilla places Deep Dark based on depth alone, appearing everywhere underground. This mixin
+ * intercepts biome resolution: when vanilla selects Deep Dark outside cold latitudes
+ * (temperature > -0.3), it brute-force searches the parameter list for the best non-Deep-Dark
+ * biome using the same fitness function as vanilla (sum of squared parameter distances).</p>
+ */
+@Mixin(MultiNoiseBiomeSource.class)
+public abstract class MultiNoiseBiomeSourceMixin {
+
+	@Shadow
+	@Final
+	private com.mojang.datafixers.util.Either<Climate.ParameterList<Holder<Biome>>, Holder<MultiNoiseBiomeSourceParameterList>> parameters;
+
+	@Inject(method = "getNoiseBiome(Lnet/minecraft/world/level/biome/Climate$TargetPoint;)Lnet/minecraft/core/Holder;",
+			at = @At("RETURN"), cancellable = true)
+	private void customoregen$latitudeDeepDarkLock(Climate.TargetPoint target,
+			CallbackInfoReturnable<Holder<Biome>> cir) {
+		Holder<Biome> original = cir.getReturnValue();
+		if (original == null) return;
+		if (original.unwrapKey().orElse(null) != Biomes.DEEP_DARK) return;
+
+		float temperature = Climate.unquantizeCoord(target.temperature());
+		if (temperature <= -0.3f) return; // Cold zone — keep Deep Dark
+
+		// Warm zone: brute-force search for best non-Deep-Dark biome
+		Climate.ParameterList<Holder<Biome>> paramList = resolveParamList();
+		if (paramList == null) return;
+
+		Holder<Biome> best = null;
+		long bestFitness = Long.MAX_VALUE;
+		for (Pair<Climate.ParameterPoint, Holder<Biome>> entry : paramList.values()) {
+			if (entry.getSecond().unwrapKey().orElse(null) == Biomes.DEEP_DARK) continue;
+			long fitness = computeFitness(entry.getFirst(), target);
+			if (fitness < bestFitness) {
+				bestFitness = fitness;
+				best = entry.getSecond();
+			}
+		}
+		if (best != null) {
+			cir.setReturnValue(best);
+		}
+	}
+
+	/**
+	 * Compute fitness using the same formula as Climate.ParameterPoint.fitness():
+	 * fitness = offset + sum of squared parameter distances for temperature, humidity,
+	 * continentalness, erosion, depth, weirdness.
+	 */
+	private static long computeFitness(Climate.ParameterPoint params, Climate.TargetPoint target) {
+		long tempDist = params.temperature().distance(target.temperature());
+		long humidDist = params.humidity().distance(target.humidity());
+		long contDist = params.continentalness().distance(target.continentalness());
+		long erosDist = params.erosion().distance(target.erosion());
+		long depthDist = params.depth().distance(target.depth());
+		long weirdDist = params.weirdness().distance(target.weirdness());
+
+		return params.offset()
+				+ tempDist * tempDist + humidDist * humidDist + contDist * contDist
+				+ erosDist * erosDist + depthDist * depthDist + weirdDist * weirdDist;
+	}
+
+	private Climate.ParameterList<Holder<Biome>> resolveParamList() {
+		Optional<Climate.ParameterList<Holder<Biome>>> left = parameters.left();
+		if (left.isPresent()) return left.get();
+		Optional<Holder<MultiNoiseBiomeSourceParameterList>> right = parameters.right();
+		if (right.isPresent() && right.get().isBound()) {
+			return right.get().value().parameters();
+		}
+		return null;
+	}
+}

src/main/java/net/mcreator/customoregen/worldgen/BiomeBand.java

@@ -1,130 +0,0 @@
-package net.mcreator.customoregen.worldgen;
-
-import net.minecraft.core.Holder;
-import net.minecraft.core.HolderGetter;
-import net.minecraft.resources.ResourceKey;
-import net.minecraft.resources.ResourceLocation;
-import net.minecraft.tags.TagKey;
-import net.minecraft.core.registries.Registries;
-import net.minecraft.world.level.biome.Biome;
-import net.minecraft.world.level.biome.Biomes;
-
-import java.util.ArrayList;
-import java.util.List;
-
-/**
- * Latitude climate bands used by {@link LatitudeBiomeSource}.
- *
- * <p>The world is split along the Z axis (latitude) into climate bands:
- * the far north is frozen, the equator is temperate, and the far south is hot.
- * Surface biomes are selected from dedicated climate tags (so optional mods such
- * as Biomes O' Plenty are supported gracefully). Ocean and underground (cave) pools
- * are vanilla-only and resolved eagerly because those biomes always exist.</p>
- */
-public enum BiomeBand {
-	FROZEN(-1.0),
-	COLD(-0.5),
-	TEMPERATE(0.0),
-	WARM(0.5),
-	HOT(1.0);
-
-	/** Mid-temperature of the band, in [-1.0, 1.0]. */
-	public final double centerTemperature;
-
-	BiomeBand(double centerTemperature) {
-		this.centerTemperature = centerTemperature;
-	}
-
-	public static BiomeBand fromTemperature(double temperature) {
-		if (temperature <= -0.7) return FROZEN;
-		if (temperature <= -0.25) return COLD;
-		if (temperature < 0.25) return TEMPERATE;
-		if (temperature < 0.7) return WARM;
-		return HOT;
-	}
-
-	/** Surface biome tag for this band (vanilla + optional Biomes O' Plenty). */
-	public TagKey<Biome> surfaceTag() {
-		switch (this) {
-			case FROZEN:
-			case COLD:
-				return tag("latitude_cold_surface");
-			case TEMPERATE:
-				return tag("latitude_temperate_surface");
-			case WARM:
-			case HOT:
-				return tag("latitude_hot_surface");
-			default:
-				return tag("latitude_temperate_surface");
-		}
-	}
-
-	/**
-	 * Vanilla surface biomes, used to declare {@code possibleBiomes} safely during worldgen
-	 * data loading. The full (mod-aware) surface pool is resolved lazily from {@link #surfaceTag()}.
-	 */
-	public List<ResourceKey<Biome>> surfaceVanilla() {
-		switch (this) {
-			case FROZEN:
-				return List.of(
-						Biomes.SNOWY_PLAINS, Biomes.ICE_SPIKES, Biomes.SNOWY_TAIGA,
-						Biomes.GROVE, Biomes.SNOWY_SLOPES, Biomes.JAGGED_PEAKS, Biomes.FROZEN_PEAKS
-				);
-			case COLD:
-				return List.of(
-						Biomes.TAIGA, Biomes.OLD_GROWTH_PINE_TAIGA, Biomes.OLD_GROWTH_SPRUCE_TAIGA,
-						Biomes.WINDSWEPT_HILLS, Biomes.WINDSWEPT_FOREST, Biomes.WINDSWEPT_GRAVELLY_HILLS,
-						Biomes.GROVE, Biomes.SNOWY_SLOPES
-				);
-			case TEMPERATE:
-				return List.of(
-						Biomes.PLAINS, Biomes.SUNFLOWER_PLAINS, Biomes.FOREST, Biomes.BIRCH_FOREST,
-						Biomes.OLD_GROWTH_BIRCH_FOREST, Biomes.DARK_FOREST, Biomes.FLOWER_FOREST,
-						Biomes.SWAMP, Biomes.MEADOW, Biomes.CHERRY_GROVE
-				);
-			case WARM:
-				return List.of(
-						Biomes.SAVANNA, Biomes.SAVANNA_PLATEAU, Biomes.WINDSWEPT_SAVANNA,
-						Biomes.BIRCH_FOREST, Biomes.FOREST, Biomes.PLAINS, Biomes.MEADOW
-				);
-			case HOT:
-				return List.of(
-						Biomes.DESERT, Biomes.BADLANDS, Biomes.WOODED_BADLANDS, Biomes.ERODED_BADLANDS,
-						Biomes.SAVANNA, Biomes.JUNGLE, Biomes.SPARSE_JUNGLE, Biomes.BAMBOO_JUNGLE,
-						Biomes.MANGROVE_SWAMP
-				);
-			default:
-				return List.of(Biomes.PLAINS);
-		}
-	}
-
-	public List<ResourceKey<Biome>> ocean() {
-		switch (this) {
-			case FROZEN:
-				return List.of(Biomes.FROZEN_OCEAN, Biomes.DEEP_FROZEN_OCEAN, Biomes.FROZEN_RIVER);
-			case COLD:
-				return List.of(Biomes.COLD_OCEAN, Biomes.DEEP_COLD_OCEAN);
-			case TEMPERATE:
-				return List.of(Biomes.OCEAN, Biomes.DEEP_OCEAN, Biomes.RIVER);
-			case WARM:
-				return List.of(Biomes.LUKEWARM_OCEAN, Biomes.DEEP_LUKEWARM_OCEAN);
-			case HOT:
-				return List.of(Biomes.WARM_OCEAN);
-			default:
-				return List.of(Biomes.OCEAN);
-		}
-	}
-
-	/** Resolve a list of (possibly absent) biome keys into actual holders, skipping missing ones. */
-	public static List<Holder<Biome>> resolve(HolderGetter<Biome> getter, List<ResourceKey<Biome>> keys) {
-		List<Holder<Biome>> holders = new ArrayList<>();
-		for (ResourceKey<Biome> key : keys) {
-			getter.get(key).ifPresent(holders::add);
-		}
-		return holders;
-	}
-
-	private static TagKey<Biome> tag(String name) {
-		return TagKey.create(Registries.BIOME, ResourceLocation.fromNamespaceAndPath("custom_ore_gen", name));
-	}
-}

src/main/java/net/mcreator/customoregen/worldgen/LatitudeBiomeSource.java

@@ -1,356 +0,0 @@
-package net.mcreator.customoregen.worldgen;
-
-import com.mojang.serialization.Codec;
-import com.mojang.serialization.MapCodec;
-import com.mojang.serialization.codecs.RecordCodecBuilder;
-import net.minecraft.core.Holder;
-import net.minecraft.core.HolderGetter;
-import net.minecraft.core.HolderSet;
-import net.minecraft.core.registries.Registries;
-import net.minecraft.resources.RegistryOps;
-import net.minecraft.util.RandomSource;
-import net.minecraft.world.level.biome.Biome;
-import net.minecraft.world.level.biome.BiomeSource;
-import net.minecraft.world.level.biome.Biomes;
-import net.minecraft.world.level.biome.Climate;
-import net.minecraft.world.level.levelgen.synth.ImprovedNoise;
-
-import java.util.ArrayList;
-import java.util.EnumMap;
-import java.util.HashSet;
-import java.util.List;
-import java.util.Set;
-import java.util.stream.Stream;
-
-/**
- * Custom {@link BiomeSource} that distributes biomes by latitude (Z axis).
- *
- * <ul>
- *   <li>Far north (large negative Z) = frozen / cold biomes</li>
- *   <li>Equator (Z &asymp; 0) = temperate biomes</li>
- *   <li>Far south (large positive Z) = hot biomes</li>
- * </ul>
- *
- * <p>Temperature is derived from the Z coordinate with a gentle boundary perturbation so the
- * climate bands are not perfectly straight lines. Inside each band, a very low-frequency
- * selector noise picks among the band's biomes, producing extremely large biomes that
- * encourage exploration and long-distance travel (railways, roads, nether hubs).</p>
- *
- * <p><b>Underground philosophy:</b> the surface latitude biome extends downward by default, so
- * mining under a desert feels like being in the desert. Cave biomes (lush / dripstone) only
- * appear as rare climatic pockets in the mid underground, and the Deep Dark is a legendary
- * (~1%) feature of the deep zone. This keeps the latitude logic coherent at every depth
- * instead of overriding it with a uniform cave-biome slab.</p>
- *
- * <p>Surface biomes come from dedicated climate tags (see {@code data/custom_ore_gen/tags/
- * worldgen/biome/latitude_*_surface.json}), which support optional Biomes O' Plenty biomes
- * via {@code "required": false} without ever creating unbound holders. Ocean pools are
- * vanilla-only.</p>
- */
-public class LatitudeBiomeSource extends BiomeSource {
-
-	public static final MapCodec<LatitudeBiomeSource> CODEC = RecordCodecBuilder.mapCodec(instance -> instance.group(
-			Codec.LONG.fieldOf("seed").forGetter(src -> src.seed),
-			RegistryOps.retrieveGetter(Registries.BIOME)
-	).apply(instance, instance.stable(LatitudeBiomeSource::new)));
-
-	// ------------------------------------------------------------------
-	// Surface / climate tunables
-	// ------------------------------------------------------------------
-
-	/** Number of blocks for the temperature to go from 0 (equator) to +-1 (pole). */
-	private static final double TEMPERATURE_SCALE = LatitudeMath.TEMPERATURE_SCALE;
-
-	/** Noise frequency for the climate band boundary wobble. */
-	private static final double BOUNDARY_NOISE_SCALE = LatitudeMath.BOUNDARY_NOISE_SCALE;
-
-	/** Amplitude of the boundary wobble (in temperature units). */
-	private static final double BOUNDARY_NOISE_AMPLITUDE = LatitudeMath.BOUNDARY_NOISE_AMPLITUDE;
-
-	/** Selector noise frequency for surface sub-biomes (very low = very large biomes). */
-	private static final double SURFACE_SELECTOR_SCALE = LatitudeMath.SURFACE_SELECTOR_SCALE;
-
-	/** Frequency of the land/ocean mask noise. */
-	private static final double OCEAN_NOISE_SCALE = LatitudeMath.OCEAN_NOISE_SCALE;
-
-	/** Above this ocean-noise value, the column is ocean. */
-	private static final double OCEAN_THRESHOLD = LatitudeMath.OCEAN_THRESHOLD;
-
-	/** Frequency of the moisture noise that carves rare swamp/mangrove pockets. */
-	private static final double MOISTURE_SCALE = LatitudeMath.MOISTURE_SCALE;
-
-	/** Above this moisture value a wet biome (swamp/mangrove) overrides the surface. ~8% of land. */
-	private static final double MOISTURE_THRESHOLD = LatitudeMath.MOISTURE_THRESHOLD;
-
-	// ------------------------------------------------------------------
-	// Underground tunables (3-zone model)
-	// ------------------------------------------------------------------
-
-	/** Top of the deep zone (Y &lt; this = deep underground). Deep Dark can live here. */
-	private static final int DEEP_ZONE_TOP = LatitudeMath.DEEP_ZONE_TOP;
-
-	/** Top of the mid-cave zone (DEEP_ZONE_TOP &le; Y &lt; this = mid caves, lush/dripstone pockets). */
-	private static final int MID_CAVE_TOP = LatitudeMath.MID_CAVE_TOP;
-
-	/** Frequency of the mid-cave pocket noise (lush/dripstone). */
-	private static final double CAVE_SCALE = LatitudeMath.CAVE_SCALE;
-
-	/** Above this value a lush/dripstone pocket overrides the surface biome. ~5-8% of the mid zone. */
-	private static final double CAVE_THRESHOLD = LatitudeMath.CAVE_THRESHOLD;
-
-	/** Frequency of the Deep Dark noise (very low = large, rare regions). */
-	private static final double DEEP_DARK_SCALE = LatitudeMath.DEEP_DARK_SCALE;
-
-	/** Vertical frequency of the Deep Dark noise (keeps it coherent in tall sections). */
-	private static final double DEEP_DARK_SCALE_Y = LatitudeMath.DEEP_DARK_SCALE_Y;
-
-	/** Above this value the Deep Dark overrides. Tuned for ~1-2% of the deep zone (legendary). */
-	private static final double DEEP_DARK_THRESHOLD = LatitudeMath.DEEP_DARK_THRESHOLD;
-
-	// ------------------------------------------------------------------
-	// Spawn safe zone
-	// ------------------------------------------------------------------
-
-	/** Half-size of the guaranteed safe spawn square around the origin (plains/forest). */
-	private static final int SPAWN_SAFE_RADIUS = LatitudeMath.SPAWN_SAFE_RADIUS;
-
-	/** Selector frequency inside the spawn safe zone (finer, for gentle variety). */
-	private static final double SPAWN_SELECTOR_SCALE = LatitudeMath.SPAWN_SELECTOR_SCALE;
-
-	// ------------------------------------------------------------------
-	// Fields
-	// ------------------------------------------------------------------
-
-	private final long seed;
-	private final HolderGetter<Biome> biomeGetter;
-
-	private final ImprovedNoise boundaryNoise;
-	private final ImprovedNoise selectorNoise;
-	private final ImprovedNoise oceanNoise;
-	private final ImprovedNoise moistureNoise;
-	private final ImprovedNoise caveNoise;
-	private final ImprovedNoise deepDarkNoise;
-
-	/** Vanilla-only pools resolved eagerly (safe: vanilla biomes always exist and are bound). */
-	private final EnumMap<BiomeBand, ResolvedBand> resolvedVanilla;
-	private final Set<Holder<Biome>> possibleBiomes;
-	private final Holder<Biome> fallback;
-
-	/** Safe spawn pool (plains / forests) resolved eagerly. Always near the origin. */
-	private final List<Holder<Biome>> spawnSafeBiomes;
-
-	/** Rare wet biomes (swamp = temperate, mangrove = warm/hot), placed by moisture noise. */
-	private final Holder<Biome> swampBiome;
-	private final Holder<Biome> mangroveBiome;
-
-	/** Cave biomes resolved eagerly (vanilla, always present). Lush = humid bands, Dripstone = dry bands. */
-	private final Holder<Biome> lushCavesBiome;
-	private final Holder<Biome> dripstoneCavesBiome;
-	private final Holder<Biome> deepDarkBiome;
-
-	/** Mod-aware surface pools resolved lazily from climate tags (safe: tags are bound by then). */
-	private volatile EnumMap<BiomeBand, List<Holder<Biome>>> surfaceFromTag;
-
-	public LatitudeBiomeSource(long seed, HolderGetter<Biome> biomeGetter) {
-		this.seed = seed;
-		this.biomeGetter = biomeGetter;
-
-		RandomSource rng = RandomSource.create(seed);
-		this.boundaryNoise = new ImprovedNoise(rng);
-		this.selectorNoise = new ImprovedNoise(RandomSource.create(seed ^ 0x4C415449L));
-		this.oceanNoise = new ImprovedNoise(RandomSource.create(seed ^ 0x4F434541L));
-		this.moistureNoise = new ImprovedNoise(RandomSource.create(seed ^ 0x57455421L));
-		this.caveNoise = new ImprovedNoise(RandomSource.create(seed ^ 0x43415645L));
-		this.deepDarkNoise = new ImprovedNoise(RandomSource.create(seed ^ 0x44454550L));
-
-		this.resolvedVanilla = new EnumMap<>(BiomeBand.class);
-		Set<Holder<Biome>> all = new HashSet<>();
-		for (BiomeBand band : BiomeBand.values()) {
-			List<Holder<Biome>> surface = BiomeBand.resolve(biomeGetter, band.surfaceVanilla());
-			List<Holder<Biome>> ocean = BiomeBand.resolve(biomeGetter, band.ocean());
-
-			resolvedVanilla.put(band, new ResolvedBand(surface, ocean));
-			all.addAll(surface);
-			all.addAll(ocean);
-		}
-
-		// Cave biomes (vanilla) declared so the source advertises them as possible.
-		this.lushCavesBiome = resolveAndAdd(biomeGetter, Biomes.LUSH_CAVES, all);
-		this.dripstoneCavesBiome = resolveAndAdd(biomeGetter, Biomes.DRIPSTONE_CAVES, all);
-		this.deepDarkBiome = resolveAndAdd(biomeGetter, Biomes.DEEP_DARK, all);
-
-		this.possibleBiomes = all;
-
-		List<Holder<Biome>> safe = new ArrayList<>();
-		safe.addAll(BiomeBand.resolve(biomeGetter, List.of(
-				Biomes.PLAINS, Biomes.SUNFLOWER_PLAINS,
-				Biomes.FOREST, Biomes.BIRCH_FOREST, Biomes.FLOWER_FOREST,
-				Biomes.MEADOW
-		)));
-		this.spawnSafeBiomes = safe.isEmpty() ? null : safe;
-
-		this.swampBiome = biomeGetter.get(Biomes.SWAMP).orElse(null);
-		this.mangroveBiome = biomeGetter.get(Biomes.MANGROVE_SWAMP).orElse(null);
-
-		Holder<Biome> plains = biomeGetter.get(Biomes.PLAINS).orElse(null);
-		this.fallback = plains != null ? plains : (possibleBiomes.isEmpty() ? null : possibleBiomes.iterator().next());
-	}
-
-	private static Holder<Biome> resolveAndAdd(HolderGetter<Biome> getter, net.minecraft.resources.ResourceKey<Biome> key, Set<Holder<Biome>> into) {
-		Holder<Biome> holder = getter.get(key).orElse(null);
-		if (holder != null) {
-			into.add(holder);
-		}
-		return holder;
-	}
-
-	@Override
-	protected MapCodec<? extends BiomeSource> codec() {
-		return CODEC;
-	}
-
-	@Override
-	protected Stream<Holder<Biome>> collectPossibleBiomes() {
-		return possibleBiomes.stream();
-	}
-
-	@Override
-	public Holder<Biome> getNoiseBiome(int quartX, int quartY, int quartZ, Climate.Sampler sampler) {
-		int blockX = quartX * 4;
-		int blockZ = quartZ * 4;
-		int blockY = quartY * 4;
-
-		double latitudeTemp = blockZ / TEMPERATURE_SCALE;
-		double wobble = boundaryNoise.noise(blockX * BOUNDARY_NOISE_SCALE, 0.0, blockZ * BOUNDARY_NOISE_SCALE) * BOUNDARY_NOISE_AMPLITUDE;
-		double temperature = clamp(latitudeTemp + wobble, -1.0, 1.0);
-
-		BiomeBand band = BiomeBand.fromTemperature(temperature);
-		ResolvedBand pool = resolvedVanilla.get(band);
-		if (pool == null) {
-			pool = resolvedVanilla.get(BiomeBand.TEMPERATE);
-		}
-
-		// Guaranteed safe spawn zone (open, buildable biomes) around the origin.
-		if (spawnSafeBiomes != null && LatitudeMath.isInSpawnSafeZone(blockX, blockZ)) {
-			return pickBiome(spawnSafeBiomes, blockX, blockZ, SPAWN_SELECTOR_SCALE);
-		}
-
-		// Determine the column's base biome: ocean mask, rare wet pocket, or latitude surface biome.
-		Holder<Biome> base = baseSurfaceBiome(band, pool, blockX, blockZ);
-
-		// Underground cave overrides (3-zone model) extend latitude rather than replace it.
-		return applyCaveOverrides(base, band, blockX, blockY, blockZ);
-	}
-
-	/** Resolve the surface biome for a column: ocean, swamp/mangrove pocket, or the band's surface tag. */
-	private Holder<Biome> baseSurfaceBiome(BiomeBand band, ResolvedBand pool, int blockX, int blockZ) {
-		double oceanValue = oceanNoise.noise(blockX * OCEAN_NOISE_SCALE, 0.0, blockZ * OCEAN_NOISE_SCALE);
-		if (oceanValue > OCEAN_THRESHOLD && !pool.ocean().isEmpty()) {
-			return pickBiome(pool.ocean(), blockX, blockZ, 0.002);
-		}
-
-		double moisture = moistureNoise.noise(blockX * MOISTURE_SCALE, 0.0, blockZ * MOISTURE_SCALE);
-		if (moisture > MOISTURE_THRESHOLD) {
-			if (band == BiomeBand.TEMPERATE && swampBiome != null) {
-				return swampBiome;
-			}
-			if ((band == BiomeBand.WARM || band == BiomeBand.HOT) && mangroveBiome != null) {
-				return mangroveBiome;
-			}
-		}
-
-		List<Holder<Biome>> surface = resolveSurfaceTag(band);
-		if (surface == null || surface.isEmpty()) {
-			surface = pool.surface();
-			if (surface.isEmpty()) {
-				surface = resolvedVanilla.get(BiomeBand.TEMPERATE).surface();
-			}
-		}
-		return pickBiome(surface, blockX, blockZ, SURFACE_SELECTOR_SCALE);
-	}
-
-	/**
-	 * Underground overrides keep the latitude biome by default and only carve rare cave features:
-	 * <ul>
-	 *   <li>Deep zone (Y &lt; {@value #DEEP_ZONE_TOP}): legendary Deep Dark pockets (~1%), else surface biome.</li>
-	 *   <li>Mid caves (DEEP_ZONE_TOP &le; Y &lt; {@value #MID_CAVE_TOP}): lush/dripstone pockets (~8%) matching the climate.</li>
-	 *   <li>Near surface: no override, latitude biome as-is.</li>
-	 * </ul>
-	 */
-	private Holder<Biome> applyCaveOverrides(Holder<Biome> surfaceBiome, BiomeBand band, int blockX, int blockY, int blockZ) {
-		LatitudeMath.Zone zone = LatitudeMath.zoneForY(blockY);
-		// Deep zone: legendary Deep Dark.
-		if (zone == LatitudeMath.Zone.DEEP) {
-			if (deepDarkBiome != null) {
-				double dd = deepDarkNoise.noise(blockX * DEEP_DARK_SCALE, blockY * DEEP_DARK_SCALE_Y, blockZ * DEEP_DARK_SCALE);
-				if (LatitudeMath.isDeepDarkPocket(dd)) {
-					return deepDarkBiome;
-				}
-			}
-			return surfaceBiome;
-		}
-
-		// Mid caves: rare lush/dripstone pockets by climate.
-		if (zone == LatitudeMath.Zone.MID_CAVE) {
-			Holder<Biome> caveBiome = caveBiomeFor(band);
-			if (caveBiome != null) {
-				double cave = caveNoise.noise(blockX * CAVE_SCALE, 0.0, blockZ * CAVE_SCALE);
-				if (LatitudeMath.isMidCavePocket(cave)) {
-					return caveBiome;
-				}
-			}
-		}
-
-		return surfaceBiome;
-	}
-
-	/** Lush caves for humid/warm bands, dripstone for dry/cold bands. */
-	private Holder<Biome> caveBiomeFor(BiomeBand band) {
-		if (band == BiomeBand.FROZEN || band == BiomeBand.COLD) {
-			return dripstoneCavesBiome;
-		}
-		return lushCavesBiome;
-	}
-
-	/** Lazily resolve surface biomes from climate tags. Tags are bound after the registry freezes,
-	 * so this is safe and never creates unbound holders. */
-	private List<Holder<Biome>> resolveSurfaceTag(BiomeBand band) {
-		EnumMap<BiomeBand, List<Holder<Biome>>> cache = surfaceFromTag;
-		if (cache != null) {
-			return cache.get(band);
-		}
-		synchronized (this) {
-			if (surfaceFromTag == null) {
-				EnumMap<BiomeBand, List<Holder<Biome>>> built = new EnumMap<>(BiomeBand.class);
-				for (BiomeBand b : BiomeBand.values()) {
-					List<Holder<Biome>> holders = new ArrayList<>();
-					biomeGetter.get(b.surfaceTag()).map(HolderSet::stream).ifPresent(stream -> stream.forEach(holders::add));
-					built.put(b, holders);
-				}
-				surfaceFromTag = built;
-			}
-			return surfaceFromTag.get(band);
-		}
-	}
-
-	private Holder<Biome> pickBiome(List<Holder<Biome>> biomes, int blockX, int blockZ, double scale) {
-		if (biomes == null || biomes.isEmpty()) {
-			return fallback;
-		}
-		// Dual-octave noise for a flatter, near-uniform index distribution: a single ImprovedNoise
-		// value is bell-curved around 0, which makes the middle of the biome list dominate. Adding a
-		// second octave at an offset flattens the curve so no biome is disproportionately common.
-		double n1 = selectorNoise.noise(blockX * scale, blockZ * scale, 1000.0);
-		double n2 = selectorNoise.noise(blockX * scale * 1.9 + 137.0, blockZ * scale * 1.9 - 211.0, 2000.0);
-		double normalized = LatitudeMath.normalisedSelector(n1, n2);
-		int idx = LatitudeMath.selectorIndex(normalized, biomes.size());
-		return biomes.get(idx);
-	}
-
-	private static double clamp(double value, double min, double max) {
-		return value < min ? min : (value > max ? max : value);
-	}
-
-	private record ResolvedBand(List<Holder<Biome>> surface, List<Holder<Biome>> ocean) {
-	}
-}

src/main/java/net/mcreator/customoregen/worldgen/LatitudeConfig.java

@@ -0,0 +1,57 @@
+package net.mcreator.customoregen.worldgen;
+
+import net.mcreator.customoregen.config.ModConfigs;
+
+/**
+ * Runtime accessor for the latitude zone thresholds.
+ *
+ * <p>These values come from the mod's config file and control both the ore distribution (which Z
+ * coordinates get which ores) and the temperature latitude scale. Changing them at runtime (via
+ * the config file) shifts both the ore zones and the climate bands simultaneously.</p>
+ *
+ * <p>Defaults:
+ * <ul>
+ *   <li>{@code coldZoneZ = -8000}: north of Z=-8000 is the cold zone</li>
+ *   <li>{@code hotZoneZ = 8000}: south of Z=8000 is the hot zone</li>
+ *   <li>Between -8000 and 8000 is the temperate zone (16,000 blocks wide)</li>
+ * </ul>
+ * </p>
+ */
+public final class LatitudeConfig {
+
+	private LatitudeConfig() {}
+
+	private static int coldZoneZ = -8000;
+	private static int hotZoneZ = 8000;
+
+	/** Z threshold below which is the cold zone. Negative = north. */
+	public static int getColdZoneZ() {
+		try {
+			return net.mcreator.customoregen.config.ModConfigs.LATITUDE_ORE.coldZoneZ.get();
+		} catch (Exception e) {
+			return coldZoneZ;
+		}
+	}
+
+	/** Z threshold above which is the hot zone. Positive = south. */
+	public static int getHotZoneZ() {
+		try {
+			return net.mcreator.customoregen.config.ModConfigs.LATITUDE_ORE.hotZoneZ.get();
+		} catch (Exception e) {
+			return hotZoneZ;
+		}
+	}
+
+	/** Called from the config load to update thresholds. */
+	public static void update(int coldZ, int hotZ) {
+		coldZoneZ = coldZ;
+		hotZoneZ = hotZ;
+	}
+
+	/** Returns a human-readable description of the zone for a given Z. */
+	public static String zoneName(int z) {
+		if (z < getColdZoneZ()) return "COLD";
+		if (z > getHotZoneZ()) return "HOT";
+		return "TEMPERATE";
+	}
+}

src/main/java/net/mcreator/customoregen/worldgen/LatitudeGameTest.java

@@ -1,518 +0,0 @@
-package net.mcreator.customoregen.worldgen;
-
-import net.mcreator.customoregen.CustomOreGenMod;
-import net.mcreator.customoregen.config.ConfigHelper;
-import net.minecraft.core.BlockPos;
-import net.minecraft.core.Holder;
-import net.minecraft.core.HolderGetter;
-import net.minecraft.core.registries.Registries;
-import net.minecraft.gametest.framework.GameTest;
-import net.minecraft.gametest.framework.GameTestHelper;
-import net.minecraft.resources.ResourceKey;
-import net.minecraft.server.level.ServerLevel;
-import net.minecraft.world.level.biome.Biome;
-import net.minecraft.world.level.biome.Biomes;
-import net.neoforged.neoforge.gametest.GameTestHolder;
-import net.neoforged.neoforge.gametest.PrefixGameTestTemplate;
-
-import javax.imageio.ImageIO;
-import java.awt.image.BufferedImage;
-import java.nio.file.Files;
-import java.nio.file.Path;
-import java.util.EnumMap;
-import java.util.HashMap;
-import java.util.HashSet;
-import java.util.List;
-import java.util.Map;
-import java.util.Set;
-
-/**
- * Automated world-map validation for the latitude biome system, run as a NeoForge
- * {@link GameTest} so it executes inside a real game server with the full biome registry.
- *
- * <p>Launch with {@code ./gradlew runGameTestServer}. The test samples a large grid through a
- * freshly built {@link LatitudeBiomeSource} at several depths and renders one PNG map per depth
- * (a "geological slice" view), writes a distribution report and asserts the climate + cave
- * invariants. No manual in-game testing required.</p>
- */
-@GameTestHolder(CustomOreGenMod.MODID)
-@PrefixGameTestTemplate(false)
-public class LatitudeGameTest {
-
-	private static final int RADIUS = 16000; // covers equator -> pole
-	private static final int STEP = 80;      // ~400x400 samples
-	private static final long SEED = 0L;
-	private static final Path OUT_DIR = Path.of("gametest-results", "latitude");
-
-	// Sampling depths (one PNG per depth = a top-down "slice").
-	private static final int SURFACE_Y = 64;
-	private static final int MID_CAVE_Y = -15;   // -30 <= Y < 0  (lush/dripstone pockets)
-	private static final int DEEP_Y = -50;       // Y < -30        (legendary Deep Dark)
-
-	private static final Map<ResourceKey<Biome>, Integer> COLORS = new HashMap<>();
-
-	static {
-		col(0xB6E388, Biomes.PLAINS, Biomes.SUNFLOWER_PLAINS, Biomes.FOREST, Biomes.BIRCH_FOREST,
-				Biomes.FLOWER_FOREST, Biomes.MEADOW, Biomes.CHERRY_GROVE);
-		col(0xC8E6FF, Biomes.SNOWY_PLAINS, Biomes.ICE_SPIKES, Biomes.SNOWY_TAIGA, Biomes.GROVE,
-				Biomes.SNOWY_SLOPES, Biomes.JAGGED_PEAKS, Biomes.FROZEN_PEAKS, Biomes.FROZEN_OCEAN,
-				Biomes.DEEP_FROZEN_OCEAN, Biomes.FROZEN_RIVER);
-		col(0x8FB8D6, Biomes.TAIGA, Biomes.OLD_GROWTH_PINE_TAIGA, Biomes.OLD_GROWTH_SPRUCE_TAIGA,
-				Biomes.WINDSWEPT_HILLS, Biomes.WINDSWEPT_FOREST, Biomes.WINDSWEPT_GRAVELLY_HILLS,
-				Biomes.COLD_OCEAN, Biomes.DEEP_COLD_OCEAN);
-		col(0x7CC576, Biomes.DARK_FOREST, Biomes.OLD_GROWTH_BIRCH_FOREST, Biomes.RIVER,
-				Biomes.OCEAN, Biomes.DEEP_OCEAN);
-		col(0xE0C068, Biomes.SAVANNA, Biomes.SAVANNA_PLATEAU, Biomes.WINDSWEPT_SAVANNA,
-				Biomes.LUKEWARM_OCEAN, Biomes.DEEP_LUKEWARM_OCEAN);
-		col(0xE0884C, Biomes.DESERT, Biomes.BADLANDS, Biomes.WOODED_BADLANDS, Biomes.ERODED_BADLANDS,
-				Biomes.JUNGLE, Biomes.SPARSE_JUNGLE, Biomes.BAMBOO_JUNGLE, Biomes.WARM_OCEAN);
-		col(0x5B7A3A, Biomes.SWAMP);
-		col(0x3A5A3A, Biomes.MANGROVE_SWAMP);
-		// Cave biomes - distinct colors so the slices are readable.
-		col(0x4DB05A, Biomes.LUSH_CAVES);        // lush green
-		col(0xC8782C, Biomes.DRIPSTONE_CAVES);   // stalactite orange-brown
-		col(0x0A4D54, Biomes.DEEP_DARK);         // dark sculk teal
-	}
-
-	private static void col(int rgb, ResourceKey<Biome>... keys) {
-		for (ResourceKey<Biome> k : keys) COLORS.put(k, rgb);
-	}
-
-	@GameTest(template = "empty_1x1", timeoutTicks = 600)
-	public static void latitudeMap(GameTestHelper helper) {
-		try {
-			runLatitudeValidation(helper);
-			helper.succeed();
-		} catch (AssertionError | Exception e) {
-			CustomOreGenMod.LOGGER.error("Latitude game test failed", e);
-			helper.fail(e.getMessage());
-		}
-	}
-
-	/**
-	 * Proves the config-gated biome modifiers actually drive ore placement: queries the
-	 * chunk generator's effective biome generation settings (which reflect applied biome
-	 * modifiers, terrain-independent so it works on the void GameTest level) for the Shard
-	 * Diamond placed feature. With {@code enableShardDiamondOre} ON the feature must be
-	 * present, with it OFF it must be absent. Running the suite per config state validates
-	 * both branches of the gating code.
-	 */
-	/**
-	 * Compares ore feature presence across vanilla and Biomes O' Plenty temperate biomes by
-	 * querying each biome holder's {@code modifiableBiomeInfo()} (the generation settings after
-	 * NeoForge applies every biome modifier, including the config-gated ore modifiers).
-	 *
-	 * <p>In-game, vanilla plains shows custom iron/coal while BOP biomes (highland, shrubland)
-	 * show none. This test reproduces the comparison in the registry context to pinpoint
-	 * whether the config-gated modifiers actually inject ores into BOP biomes' settings.</p>
-	 */
-	@GameTest(template = "empty_1x1", timeoutTicks = 200)
-	public static void oreFeaturesAcrossBiomes(GameTestHelper helper) {
-		try {
-			ServerLevel level = helper.getLevel();
-			var biomeRegistry = level.registryAccess().lookupOrThrow(Registries.BIOME);
-
-			String[] temperateBiomes = {
-					"minecraft:plains", "minecraft:birch_forest", "minecraft:forest",
-					"biomesoplenty:shrubland", "biomesoplenty:field", "biomesoplenty:moor",
-					"biomesoplenty:grassland", "biomesoplenty:woodland", "biomesoplenty:mediterranean_forest"
-			};
-
-			StringBuilder report = new StringBuilder("\n=== ORE FEATURE PRESENCE PER BIOME (after biome modifiers) ===\n");
-			boolean modifiersApplied = false;
-			for (String id : temperateBiomes) {
-				var key = net.minecraft.resources.ResourceKey.create(Registries.BIOME,
-						net.minecraft.resources.ResourceLocation.parse(id));
-				Holder<Biome> holder = biomeRegistry.get(key).orElse(null);
-				if (holder == null) {
-					report.append(String.format("%-36s NOT FOUND%n", id));
-					continue;
-				}
-				var genSettings = holder.value().modifiableBiomeInfo().get().generationSettings();
-				int totalFeatures = 0;
-				java.util.List<String> customOres = new java.util.ArrayList<>();
-				for (net.minecraft.core.HolderSet<net.minecraft.world.level.levelgen.placement.PlacedFeature> stepSet : genSettings.features()) {
-					for (net.minecraft.core.Holder<net.minecraft.world.level.levelgen.placement.PlacedFeature> featHolder : stepSet) {
-						totalFeatures++;
-						var fk = featHolder.unwrapKey();
-						if (fk.isPresent() && fk.get().location().getNamespace().equals("custom_ore_gen")) {
-							customOres.add(fk.get().location().getPath());
-						}
-					}
-				}
-				if (totalFeatures > 0) modifiersApplied = true;
-				report.append(String.format("%-36s total=%-4d customOres=[%s]%n",
-						id, totalFeatures, String.join(",", customOres)));
-			}
-
-			CustomOreGenMod.LOGGER.info(report.toString());
-
-			if (!modifiersApplied) {
-				CustomOreGenMod.LOGGER.info("oreFeaturesAcrossBiomes: biome modifiers not observable in this context "
-						+ "(void test level). Run against a real latitude world for the decisive comparison.");
-			}
-			helper.succeed();
-		} catch (AssertionError | Exception e) {
-			CustomOreGenMod.LOGGER.error("oreFeaturesAcrossBiomes test failed", e);
-			helper.fail(e.getMessage());
-		}
-	}
-
-	/**
-	 * Determinism: two {@link LatitudeBiomeSource} instances built with the same seed must
-	 * return biome holders that resolve to the <b>same biome key</b> at every sampled point.
-	 * Worldgen is shared work across threads, so equality of biome-by-coord is a hard contract.
-	 * Also asserts a coarse cross-depth determinism: re-querying the same (x,z) at different Y in
-	 * the surface zone returns the same biome (latitude surface band does not depend on Y in the
-	 * zone with no override).
-	 */
-	@GameTest(template = "empty_1x1", timeoutTicks = 400)
-	public static void latitudeDeterminism(GameTestHelper helper) {
-		try {
-			ServerLevel level = helper.getLevel();
-			HolderGetter<Biome> getter = level.registryAccess().lookupOrThrow(Registries.BIOME);
-			LatitudeBiomeSource a = new LatitudeBiomeSource(SEED, getter);
-			LatitudeBiomeSource b = new LatitudeBiomeSource(SEED, getter);
-
-			int mismatches = 0;
-			int checked = 0;
-			// Sample a coarse grid across the climate range, several Y of the surface zone.
-			int[] ys = {SURFACE_Y, SURFACE_Y + 1, 100, 200, 320};
-			for (int blockZ = -RADIUS; blockZ <= RADIUS; blockZ += 1000) {
-				for (int blockX = -4000; blockX <= 4000; blockX += 1000) {
-					for (int y : ys) {
-						ResourceKey<Biome> ka = a.getNoiseBiome(blockX >> 2, y >> 2, blockZ >> 2, null).unwrapKey().orElse(null);
-						ResourceKey<Biome> kb = b.getNoiseBiome(blockX >> 2, y >> 2, blockZ >> 2, null).unwrapKey().orElse(null);
-						checked++;
-						if (!java.util.Objects.equals(ka, kb)) mismatches++;
-					}
-				}
-			}
-			assertTrue(checked > 100, "determinism test must check many points, checked=" + checked);
-			assertEquals(0, mismatches,
-					"same-seed sources must be identical everywhere, had " + mismatches + " / " + checked + " mismatches");
-
-			CustomOreGenMod.LOGGER.info("[latitude-determinism] OK: {} points all identical for seed={}", checked, SEED);
-			helper.succeed();
-		} catch (AssertionError | Exception e) {
-			CustomOreGenMod.LOGGER.error("latitudeDeterminism test failed", e);
-			helper.fail(e.getMessage());
-		}
-	}
-
-	/**
-	 * Cave biomes (LUSH_CAVES, DRIPSTONE_CAVES, DEEP_DARK) must never surface: the 3-zone model
-	 * only injects them underground (Y &lt; 0 for lush/dripstone, Y &lt; -30 for Deep Dark).
-	 * Sampling the whole surface grid and asserting zero cave biomes protects against a regression
-	 * that would leak a cave biome to the surface (e.g. a swapped zone boundary).
-	 */
-	@GameTest(template = "empty_1x1", timeoutTicks = 400)
-	public static void noCaveBiomeAtSurface(GameTestHelper helper) {
-		try {
-			ServerLevel level = helper.getLevel();
-			HolderGetter<Biome> getter = level.registryAccess().lookupOrThrow(Registries.BIOME);
-			LatitudeBiomeSource source = new LatitudeBiomeSource(SEED, getter);
-
-			Set<ResourceKey<Biome>> caveBiomes = Set.of(
-					Biomes.LUSH_CAVES, Biomes.DRIPSTONE_CAVES, Biomes.DEEP_DARK);
-
-			int surfaceCaveLeaks = 0;
-			int checked = 0;
-			for (int blockZ = -RADIUS; blockZ <= RADIUS; blockZ += STEP) {
-				for (int blockX = -RADIUS; blockX <= RADIUS; blockX += STEP) {
-					ResourceKey<Biome> k = source.getNoiseBiome(blockX >> 2, SURFACE_Y >> 2, blockZ >> 2, null)
-							.unwrapKey().orElse(null);
-					checked++;
-					if (k != null && caveBiomes.contains(k)) surfaceCaveLeaks++;
-				}
-			}
-			assertEquals(0, surfaceCaveLeaks,
-					"no cave biome must leak to the surface, found " + surfaceCaveLeaks + " / " + checked);
-
-			CustomOreGenMod.LOGGER.info("[no-cave-at-surface] OK: {} surface samples, zero cave leaks", checked);
-			helper.succeed();
-		} catch (AssertionError | Exception e) {
-			CustomOreGenMod.LOGGER.error("noCaveBiomeAtSurface test failed", e);
-			helper.fail(e.getMessage());
-		}
-	}
-
-	/**
-	 * Spatial continuity / large-biome property: at the surface, the selector noise has a very
-	 * low frequency (SURFACE_SELECTOR_SCALE = 0.00033), so neighbouring sample points (80 blocks
-	 * apart) almost always fall in the same biome. This guards against a regression that would
-	 * turn the world into per-block noise. We accept that band boundaries and ocean/rare pockets
-	 * create some transitions, but they must remain rare ((< 25 %).</p>
-	 */
-	@GameTest(template = "empty_1x1", timeoutTicks = 400)
-	public static void surfaceBiomeContinuity(GameTestHelper helper) {
-		try {
-			ServerLevel level = helper.getLevel();
-			HolderGetter<Biome> getter = level.registryAccess().lookupOrThrow(Registries.BIOME);
-			LatitudeBiomeSource source = new LatitudeBiomeSource(SEED, getter);
-
-			// Sample a single horizontal line across one temperate row (Z near 0, well inside one band)
-			// and count how often adjacent samples change biome.
-			int transitions = 0;
-			ResourceKey<Biome> prev = null;
-			int sampleCount = 200;
-			int z = 160; // just south of equator, well inside TEMPERATE band, outside spawn-safe square
-			for (int i = 0; i < sampleCount; i++) {
-				int x = -8000 + i * 80;
-				ResourceKey<Biome> k = source.getNoiseBiome(x >> 2, SURFACE_Y >> 2, z >> 2, null)
-						.unwrapKey().orElse(null);
-				if (prev != null && !java.util.Objects.equals(prev, k)) transitions++;
-				prev = k;
-			}
-			// 80-block spacing on a 0.00033-frequency noise: the noise barely moves, so transitions
-			// are driven mostly by ocean/rare-pocket edges, not selector turnover.
-			double transitionRatio = 100.0 * transitions / (sampleCount - 1);
-			assertTrue(transitionRatio < 25.0,
-					"surface should have large continuous biomes; transition ratio was "
-							+ String.format("%.1f%%", transitionRatio) + " across a temperate row");
-
-			CustomOreGenMod.LOGGER.info("[surface-continuity] OK: {} transitions / {} samples = {}%",
-					transitions, sampleCount - 1, String.format("%.1f", transitionRatio));
-			helper.succeed();
-		} catch (AssertionError | Exception e) {
-			CustomOreGenMod.LOGGER.error("surfaceBiomeContinuity test failed", e);
-			helper.fail(e.getMessage());
-		}
-	}
-
-	/**
-	 * Progressive climate transition: the surface biome must be predominantly cold at the far
-	 * north, predominantly temperate at the equator, and predominantly hot at the far south.
-	 * This is a finer-grained version of the band-ratio assertions in {@link #latitudeMap},
-	 * checking the gradient direction in three Z windows rather than just the two poles.
-	 */
-	@GameTest(template = "empty_1x1", timeoutTicks = 400)
-	public static void climateGradient(GameTestHelper helper) {
-		try {
-			ServerLevel level = helper.getLevel();
-			HolderGetter<Biome> getter = level.registryAccess().lookupOrThrow(Registries.BIOME);
-			LatitudeBiomeSource source = new LatitudeBiomeSource(SEED, getter);
-
-			Set<ResourceKey<Biome>> cold = resolveTagKeys(getter, BiomeBand.COLD.surfaceTag());
-			Set<ResourceKey<Biome>> coldOceans = new HashSet<>(List.of(
-					Biomes.FROZEN_OCEAN, Biomes.DEEP_FROZEN_OCEAN, Biomes.COLD_OCEAN, Biomes.DEEP_COLD_OCEAN, Biomes.FROZEN_RIVER));
-			cold.addAll(coldOceans);
-
-			Set<ResourceKey<Biome>> hot = resolveTagKeys(getter, BiomeBand.HOT.surfaceTag());
-			Set<ResourceKey<Biome>> hotOceans = new HashSet<>(List.of(
-					Biomes.WARM_OCEAN, Biomes.LUKEWARM_OCEAN, Biomes.DEEP_LUKEWARM_OCEAN, Biomes.MANGROVE_SWAMP));
-			hot.addAll(hotOceans);
-
-			// Three Z windows, 3200 blocks wide, 800 apart (RADIUS=16000 covers them all).
-			assertEquals(5, BiomeBand.values().length, "exactly five climate bands expected");
-			double north = windowBiomeRatio(source, -15000, -11800, cold);
-			double equator = windowBiomeRatio(source, -1600, 1600, cold); // equator is NOT cold
-			double south = windowBiomeRatio(source, 11800, 15000, hot);
-
-			assertTrue(north > 50.0, "far north must be >50% cold, was " + String.format("%.1f%%", north));
-			double equatorCold = windowBiomeRatio(source, -1600, 1600, cold);
-			assertTrue(equatorCold < 25.0,
-					"equator must NOT be predominantly cold (gradient broken), was " + String.format("%.1f%%", equatorCold));
-			assertTrue(south > 50.0, "far south must be >50% hot, was " + String.format("%.1f%%", south));
-
-			CustomOreGenMod.LOGGER.info("[climate-gradient] OK: north(cold)={}%, south(hot)={}%, equator(cold)={}%",
-					String.format("%.0f", north), String.format("%.0f", south), String.format("%.0f", equatorCold));
-			helper.succeed();
-		} catch (AssertionError | Exception e) {
-			CustomOreGenMod.LOGGER.error("climateGradient test failed", e);
-			helper.fail(e.getMessage());
-		}
-	}
-
-	/** Sample a Z window of the surface and return the % of biomes in the expected set. */
-	private static double windowBiomeRatio(LatitudeBiomeSource source, int zMin, int zMax,
-										  Set<ResourceKey<Biome>> expected) {
-		int match = 0;
-		int total = 0;
-		for (int z = zMin; z <= zMax; z += 160) {
-			for (int x = -4000; x <= 4000; x += 800) {
-				ResourceKey<Biome> k = source.getNoiseBiome(x >> 2, SURFACE_Y >> 2, z >> 2, null)
-						.unwrapKey().orElse(null);
-				total++;
-				if (k != null && expected.contains(k)) match++;
-			}
-		}
-		return total == 0 ? 0 : 100.0 * match / total;
-	}
-
-	private static void runLatitudeValidation(GameTestHelper helper) throws Exception {
-		ServerLevel level = helper.getLevel();
-		HolderGetter<Biome> getter = level.registryAccess().lookupOrThrow(Registries.BIOME);
-		LatitudeBiomeSource source = new LatitudeBiomeSource(SEED, getter);
-
-		Files.createDirectories(OUT_DIR);
-
-		// ---- Sample one slice per depth. Each slice produces a PNG + a biome-count map. ----
-		Slice surface = sampleSlice(source, SURFACE_Y, "latitude_map_surface.png");
-		Slice midCave = sampleSlice(source, MID_CAVE_Y, "latitude_map_mid_cave.png");
-		Slice deep = sampleSlice(source, DEEP_Y, "latitude_map_deep.png");
-
-		// ---- Surface climate assertions ----
-		ResourceKey<Biome> spawnKey = source.getNoiseBiome(0, SURFACE_Y >> 2, 0, null).unwrapKey().orElse(null);
-
-		Set<ResourceKey<Biome>> coldTag = resolveTagKeys(getter, BiomeBand.COLD.surfaceTag());
-		Set<ResourceKey<Biome>> hotTag = resolveTagKeys(getter, BiomeBand.HOT.surfaceTag());
-		Set<ResourceKey<Biome>> coldOceans = new HashSet<>(List.of(
-				Biomes.FROZEN_OCEAN, Biomes.DEEP_FROZEN_OCEAN, Biomes.COLD_OCEAN, Biomes.DEEP_COLD_OCEAN,
-				Biomes.FROZEN_RIVER));
-		Set<ResourceKey<Biome>> hotOceans = new HashSet<>(List.of(
-				Biomes.WARM_OCEAN, Biomes.LUKEWARM_OCEAN, Biomes.DEEP_LUKEWARM_OCEAN));
-
-		assertNotNull(spawnKey, "spawn biome resolved");
-		assertTrue(isSafeSpawn(spawnKey), "spawn must be a safe biome, was " + spawnKey);
-
-		Set<ResourceKey<Biome>> northExpected = new HashSet<>();
-		northExpected.addAll(coldTag);
-		northExpected.addAll(coldOceans);
-		double north = sliceBandRatio(surface, BiomeBand.FROZEN, northExpected);
-		assertTrue(north > 60.0, "FROZEN band should be >60%% cold/frozen (by tag), was %.1f%%".formatted(north));
-
-		Set<ResourceKey<Biome>> southExpected = new HashSet<>();
-		southExpected.addAll(hotTag);
-		southExpected.addAll(hotOceans);
-		southExpected.add(Biomes.MANGROVE_SWAMP);
-		double south = sliceBandRatio(surface, BiomeBand.HOT, southExpected);
-		assertTrue(south > 60.0, "HOT band should be >60%% warm/hot (by tag), was %.1f%%".formatted(south));
-
-		// Swamp stays rare at the surface in the temperate band.
-		double swampRatio = biomeRatioInBand(surface, BiomeBand.TEMPERATE, Biomes.SWAMP);
-		assertTrue(swampRatio < 15.0, "swamp must be <15%% of temperate band, was %.2f%%".formatted(swampRatio));
-
-		// ---- Cave assertions ----
-		// Deep Dark is legendary: a small fraction of the deep slice only.
-		double deepDarkRatio = biomeRatio(deep, Biomes.DEEP_DARK);
-		assertTrue(deepDarkRatio < 8.0,
-				"Deep Dark must be rare in the deep zone (<8%%), was %.2f%%".formatted(deepDarkRatio));
-
-		// Cave biomes (lush/dripstone) should be a minority even in the mid-cave slice - the latitude
-		// biome dominates underground by design.
-		double caveBiomeRatio = biomeRatio(midCave, Biomes.LUSH_CAVES, Biomes.DRIPSTONE_CAVES);
-		assertTrue(caveBiomeRatio < 25.0,
-				"cave biomes must stay a minority in mid-cave (<25%%), was %.2f%%".formatted(caveBiomeRatio));
-
-		// ---- Report ----
-		StringBuilder r = new StringBuilder();
-		r.append("Latitude GameTest Report (seed=").append(SEED).append(")\n\n");
-		r.append("Spawn @ (0,0): ").append(spawnKey).append("\n\n");
-
-		r.append("=== Depth slices (PNG) ===\n");
-		r.append(String.format("  Surface Y=%3d : latitude_map_surface.png%n", SURFACE_Y));
-		r.append(String.format("  Mid cave Y=%3d: latitude_map_mid_cave.png%n", MID_CAVE_Y));
-		r.append(String.format("  Deep Y=%3d   : latitude_map_deep.png%n%n", DEEP_Y));
-
-		r.append("=== Surface top biomes (top 12) ===\n");
-		appendTop(r, surface.global, 12);
-
-		r.append("\n=== Mid cave (Y=").append(MID_CAVE_Y).append(") top biomes (top 10) ===\n");
-		appendTop(r, midCave.global, 10);
-
-		r.append("\n=== Deep (Y=").append(DEEP_Y).append(") top biomes (top 10) ===\n");
-		appendTop(r, deep.global, 10);
-
-		Files.writeString(OUT_DIR.resolve("latitude_report.txt"), r.toString());
-
-		// ---- One-line summary ----
-		CustomOreGenMod.LOGGER.info(String.format(
-				"Latitude game test OK: spawn=%s | north=%.0f%% | south=%.0f%% | swamp=%.2f%% | "
-						+ "deepDark=%.2f%% | caveBiomes=%.1f%%",
-				spawnKey, north, south, swampRatio, deepDarkRatio, caveBiomeRatio));
-	}
-
-	/** Sample the whole grid at a single Y and write a PNG; returns the slice's biome counts. */
-	private static Slice sampleSlice(LatitudeBiomeSource source, int blockY, String pngName) throws Exception {
-		int dim = (2 * RADIUS) / STEP + 1;
-		BufferedImage img = new BufferedImage(dim, dim, BufferedImage.TYPE_INT_RGB);
-		Map<ResourceKey<Biome>, Integer> global = new HashMap<>();
-		Map<BiomeBand, Map<ResourceKey<Biome>, Integer>> perBand = new EnumMap<>(BiomeBand.class);
-		for (BiomeBand b : BiomeBand.values()) perBand.put(b, new HashMap<>());
-
-		for (int zi = 0; zi < dim; zi++) {
-			for (int xi = 0; xi < dim; xi++) {
-				int blockX = -RADIUS + xi * STEP;
-				int blockZ = -RADIUS + zi * STEP;
-				Holder<Biome> holder = source.getNoiseBiome(blockX >> 2, blockY >> 2, blockZ >> 2, null);
-				ResourceKey<Biome> key = holder.unwrapKey().orElse(null);
-
-				global.merge(key, 1, Integer::sum);
-				perBand.get(BiomeBand.fromTemperature(blockZ / 16000.0)).merge(key, 1, Integer::sum);
-
-				int rgb = key == null ? 0x888888 : COLORS.getOrDefault(key, 0x888888);
-				img.setRGB(xi, dim - 1 - zi, rgb); // flip Z so north is at the top
-			}
-		}
-		ImageIO.write(img, "png", OUT_DIR.resolve(pngName).toFile());
-		return new Slice(global, perBand);
-	}
-
-	private static void appendTop(StringBuilder r, Map<ResourceKey<Biome>, Integer> counts, int limit) {
-		int total = counts.values().stream().mapToInt(Integer::intValue).sum();
-		counts.entrySet().stream()
-				.sorted(Map.Entry.<ResourceKey<Biome>, Integer>comparingByValue().reversed())
-				.limit(limit)
-				.forEach(e -> r.append(String.format("  %-45s %6.2f%%%n", e.getKey(), 100.0 * e.getValue() / total)));
-	}
-
-	/** Ratio of a set of biomes within a single band of a slice. */
-	private static double sliceBandRatio(Slice slice, BiomeBand band, Set<ResourceKey<Biome>> expected) {
-		Map<ResourceKey<Biome>, Integer> m = slice.perBand.get(band);
-		int total = m.values().stream().mapToInt(Integer::intValue).sum();
-		if (total == 0) return 0;
-		int match = 0;
-		for (ResourceKey<Biome> k : expected) match += m.getOrDefault(k, 0);
-		return 100.0 * match / total;
-	}
-
-	/** Ratio of one or more biomes across a whole slice. */
-	private static double biomeRatio(Slice slice, ResourceKey<Biome>... keys) {
-		int total = slice.global.values().stream().mapToInt(Integer::intValue).sum();
-		if (total == 0) return 0;
-		int match = 0;
-		for (ResourceKey<Biome> k : keys) match += slice.global.getOrDefault(k, 0);
-		return 100.0 * match / total;
-	}
-
-	/** Ratio of a biome within a single band of a slice. */
-	private static double biomeRatioInBand(Slice slice, BiomeBand band, ResourceKey<Biome> key) {
-		Map<ResourceKey<Biome>, Integer> m = slice.perBand.get(band);
-		int total = m.values().stream().mapToInt(Integer::intValue).sum();
-		if (total == 0) return 0;
-		return 100.0 * m.getOrDefault(key, 0) / total;
-	}
-
-	/** Resolve all biome keys that belong to a tag, via the real registry. */
-	private static Set<ResourceKey<Biome>> resolveTagKeys(HolderGetter<Biome> getter, net.minecraft.tags.TagKey<Biome> tag) {
-		Set<ResourceKey<Biome>> keys = new HashSet<>();
-		getter.get(tag).ifPresent(set -> set.forEach(h -> h.unwrapKey().ifPresent(keys::add)));
-		return keys;
-	}
-
-	private static boolean isSafeSpawn(ResourceKey<Biome> key) {
-		return Set.of(Biomes.PLAINS, Biomes.SUNFLOWER_PLAINS, Biomes.FOREST, Biomes.BIRCH_FOREST,
-				Biomes.FLOWER_FOREST, Biomes.MEADOW, Biomes.CHERRY_GROVE).contains(key);
-	}
-
-	/** A sampled depth slice: global counts + per-band counts. */
-	private record Slice(Map<ResourceKey<Biome>, Integer> global,
-						 Map<BiomeBand, Map<ResourceKey<Biome>, Integer>> perBand) {
-	}
-
-	// Local assert helpers (no JUnit in the main classpath at runtime).
-	private static void assertTrue(boolean condition, String msg) {
-		if (!condition) throw new AssertionError(msg);
-	}
-
-	private static void assertNotNull(Object o, String msg) {
-		if (o == null) throw new AssertionError(msg);
-	}
-
-	private static void assertEquals(Object expected, Object actual, String msg) {
-		if (!java.util.Objects.equals(expected, actual)) {
-			throw new AssertionError(msg + " (expected=" + expected + ", actual=" + actual + ")");
-		}
-	}
-}

src/main/java/net/mcreator/customoregen/worldgen/LatitudeMapCommand.java

@@ -1,219 +0,0 @@
-package net.mcreator.customoregen.worldgen;
-
-import com.mojang.brigadier.CommandDispatcher;
-import com.mojang.brigadier.arguments.IntegerArgumentType;
-import com.mojang.brigadier.context.CommandContext;
-import net.mcreator.customoregen.CustomOreGenMod;
-import net.minecraft.commands.CommandSourceStack;
-import net.minecraft.commands.Commands;
-import net.minecraft.core.Holder;
-import net.minecraft.core.HolderGetter;
-import net.minecraft.core.registries.Registries;
-import net.minecraft.network.chat.Component;
-import net.minecraft.resources.ResourceKey;
-import net.minecraft.server.level.ServerLevel;
-import net.minecraft.world.level.biome.Biome;
-import net.minecraft.world.level.biome.Biomes;
-import net.neoforged.bus.api.SubscribeEvent;
-import net.neoforged.fml.common.EventBusSubscriber;
-import net.neoforged.neoforge.event.RegisterCommandsEvent;
-
-import javax.imageio.ImageIO;
-import java.awt.image.BufferedImage;
-import java.nio.file.Files;
-import java.nio.file.Path;
-import java.util.ArrayList;
-import java.util.EnumMap;
-import java.util.HashMap;
-import java.util.HashSet;
-import java.util.List;
-import java.util.Map;
-import java.util.Set;
-
-/**
- * {@code /latitude map [radius] [step]} — renders a top-down biome map of the latitude world.
- *
- * <p>Samples {@link LatitudeBiomeSource} on a large square grid (independent of the current
- * world's biome source, so it works in any world) and writes:
- * <ul>
- *   <li>{@code run/latitude/latitude_map.png} — one colour per biome category (the "map view"),</li>
- *   <li>{@code run/latitude/latitude_report.txt} — per-band distribution + validation invariants.</li>
- * </ul>
- *
- * <p>Use this to validate the climate distribution without exploring by hand.</p>
- */
-@EventBusSubscriber(modid = CustomOreGenMod.MODID, bus = EventBusSubscriber.Bus.GAME)
-public class LatitudeMapCommand {
-
-	private static final int DEFAULT_RADIUS = 24000;
-	private static final int DEFAULT_STEP = 60;
-
-	// Biome key -> colour category (kept in sync with BiomeBand pools)
-	private static final Map<ResourceKey<Biome>, Integer> COLORS = new HashMap<>();
-
-	static {
-		col(0xB6E388, Biomes.PLAINS, Biomes.SUNFLOWER_PLAINS, Biomes.FOREST, Biomes.BIRCH_FOREST,
-				Biomes.FLOWER_FOREST, Biomes.MEADOW, Biomes.CHERRY_GROVE); // safe spawn / temperate
-		col(0xC8E6FF, Biomes.SNOWY_PLAINS, Biomes.ICE_SPIKES, Biomes.SNOWY_TAIGA, Biomes.GROVE,
-				Biomes.SNOWY_SLOPES, Biomes.JAGGED_PEAKS, Biomes.FROZEN_PEAKS); // frozen
-		col(0x8FB8D6, Biomes.TAIGA, Biomes.OLD_GROWTH_PINE_TAIGA, Biomes.OLD_GROWTH_SPRUCE_TAIGA,
-				Biomes.WINDSWEPT_HILLS, Biomes.WINDSWEPT_FOREST, Biomes.WINDSWEPT_GRAVELLY_HILLS); // cold
-		col(0x7CC576, Biomes.DARK_FOREST, Biomes.OLD_GROWTH_BIRCH_FOREST); // temperate
-		col(0xE0C068, Biomes.SAVANNA, Biomes.SAVANNA_PLATEAU, Biomes.WINDSWEPT_SAVANNA); // warm
-		col(0xE0884C, Biomes.DESERT, Biomes.BADLANDS, Biomes.WOODED_BADLANDS, Biomes.ERODED_BADLANDS,
-				Biomes.JUNGLE, Biomes.SPARSE_JUNGLE, Biomes.BAMBOO_JUNGLE); // hot
-		col(0x2B5C8A, Biomes.OCEAN, Biomes.DEEP_OCEAN, Biomes.LUKEWARM_OCEAN, Biomes.DEEP_LUKEWARM_OCEAN,
-				Biomes.WARM_OCEAN, Biomes.FROZEN_OCEAN, Biomes.DEEP_FROZEN_OCEAN, Biomes.COLD_OCEAN,
-				Biomes.DEEP_COLD_OCEAN, Biomes.RIVER, Biomes.FROZEN_RIVER); // water
-		col(0x5B7A3A, Biomes.SWAMP); // swamp (should be rare pockets)
-		col(0x3A5A3A, Biomes.MANGROVE_SWAMP); // mangrove
-		col(0x6B4E3A, Biomes.LUSH_CAVES, Biomes.DRIPSTONE_CAVES, Biomes.DEEP_DARK); // underground
-	}
-
-	private static void col(int rgb, ResourceKey<Biome>... keys) {
-		for (ResourceKey<Biome> k : keys) COLORS.put(k, rgb);
-	}
-
-	@SubscribeEvent
-	public static void onRegisterCommands(RegisterCommandsEvent event) {
-		CommandDispatcher<CommandSourceStack> dispatcher = event.getDispatcher();
-		dispatcher.register(Commands.literal("latitude")
-				.requires(source -> source.hasPermission(2))
-				.then(Commands.literal("map")
-						.executes(ctx -> run(ctx, DEFAULT_RADIUS, DEFAULT_STEP))
-						.then(Commands.argument("radius", IntegerArgumentType.integer(1000, 100000))
-								.executes(ctx -> run(ctx, IntegerArgumentType.getInteger(ctx, "radius"), DEFAULT_STEP))
-								.then(Commands.argument("step", IntegerArgumentType.integer(4, 1000))
-										.executes(ctx -> run(ctx,
-												IntegerArgumentType.getInteger(ctx, "radius"),
-												IntegerArgumentType.getInteger(ctx, "step")))))));
-	}
-
-	private static int run(CommandContext<CommandSourceStack> ctx, int radius, int step) {
-		CommandSourceStack src = ctx.getSource();
-		if (!(src.getLevel() instanceof ServerLevel serverLevel)) {
-			src.sendFailure(Component.literal("Must be run on a server level."));
-			return 0;
-		}
-
-		long seed = serverLevel.getSeed();
-		HolderGetter<Biome> getter = serverLevel.registryAccess().lookupOrThrow(Registries.BIOME);
-		LatitudeBiomeSource source = new LatitudeBiomeSource(seed, getter);
-
-		int dim = (2 * radius) / step + 1;
-		src.sendSystemMessage(Component.literal(
-				"\u00A7b[Latitude]\u00A7r Sampling " + dim + "x" + dim + " grid (radius=" + radius + ", step=" + step + ")..."));
-
-		BufferedImage img = new BufferedImage(dim, dim, BufferedImage.TYPE_INT_RGB);
-		Map<ResourceKey<Biome>, Integer> global = new HashMap<>();
-		Map<BiomeBand, Map<ResourceKey<Biome>, Integer>> perBand = new EnumMap<>(BiomeBand.class);
-		for (BiomeBand b : BiomeBand.values()) perBand.put(b, new HashMap<>());
-
-		for (int zi = 0; zi < dim; zi++) {
-			for (int xi = 0; xi < dim; xi++) {
-				int blockX = -radius + xi * step;
-				int blockZ = -radius + zi * step;
-				Holder<Biome> holder = source.getNoiseBiome(blockX >> 2, 64 >> 2, blockZ >> 2, null);
-				ResourceKey<Biome> key = holder.unwrapKey().orElse(null);
-
-				global.merge(key, 1, Integer::sum);
-				perBand.get(BiomeBand.fromTemperature(blockZ / 16000.0)).merge(key, 1, Integer::sum);
-
-				int rgb = key == null ? 0x888888 : COLORS.getOrDefault(key, 0x888888);
-				img.setRGB(xi, dim - 1 - zi, rgb); // flip Z so north is at the top
-			}
-		}
-
-		// ---- Spawn biome ----
-		ResourceKey<Biome> spawnKey = source.getNoiseBiome(0, 64 >> 2, 0, null).unwrapKey().orElse(null);
-
-		// ---- Write PNG ----
-		try {
-			Files.createDirectories(Path.of("latitude"));
-			ImageIO.write(img, "png", Path.of("latitude", "latitude_map.png").toFile());
-		} catch (Exception e) {
-			CustomOreGenMod.LOGGER.error("Latitude map: failed to write PNG", e);
-			src.sendFailure(Component.literal("Failed to write PNG: " + e.getMessage()));
-			return 0;
-		}
-
-		// ---- Build report ----
-		StringBuilder r = new StringBuilder();
-		r.append("Latitude World Map Report\n");
-		r.append("seed=").append(seed).append("  radius=").append(radius).append("  step=").append(step)
-				.append("  grid=").append(dim).append("x").append(dim).append("\n\n");
-		r.append("Spawn biome @ (0,0): ").append(spawnKey).append("\n\n");
-
-		int total = global.values().stream().mapToInt(Integer::intValue).sum();
-		r.append("Global biome distribution (top 15):\n");
-		global.entrySet().stream()
-				.sorted(Map.Entry.<ResourceKey<Biome>, Integer>comparingByValue().reversed())
-				.limit(15)
-				.forEach(e -> r.append(String.format("  %-45s %6.2f%%%n", e.getKey(), 100.0 * e.getValue() / total)));
-
-		List<String> warnings = new ArrayList<>();
-		for (BiomeBand band : BiomeBand.values()) {
-			Map<ResourceKey<Biome>, Integer> m = perBand.get(band);
-			int bt = m.values().stream().mapToInt(Integer::intValue).sum();
-			if (bt == 0) continue;
-			int swamp = m.getOrDefault(Biomes.SWAMP, 0) + m.getOrDefault(Biomes.MANGROVE_SWAMP, 0);
-			double swampPct = 100.0 * swamp / bt;
-			r.append("\nBand ").append(band).append(" (").append(bt).append(" samples, swamp+mangrove ")
-					.append(String.format("%.2f%%", swampPct)).append("):\n");
-			m.entrySet().stream()
-					.sorted(Map.Entry.<ResourceKey<Biome>, Integer>comparingByValue().reversed())
-					.limit(6)
-					.forEach(e -> r.append(String.format("    %-43s %6.2f%%%n", e.getKey(), 100.0 * e.getValue() / bt)));
-			if (swampPct > 15.0) {
-				warnings.add(band + " has " + String.format("%.1f%%", swampPct) + " swamp (expected <15%)");
-			}
-		}
-
-		// Invariant checks
-		r.append("\n=== Validation ===\n");
-		boolean spawnOk = spawnKey != null && isSafeSpawn(spawnKey);
-		r.append("Spawn on safe biome: ").append(spawnOk ? "PASS" : "FAIL (" + spawnKey + ")").append("\n");
-		double frozenCold = bandRatio(perBand.get(BiomeBand.FROZEN), Set.of(
-				Biomes.SNOWY_PLAINS, Biomes.ICE_SPIKES, Biomes.SNOWY_TAIGA, Biomes.GROVE, Biomes.SNOWY_SLOPES,
-				Biomes.JAGGED_PEAKS, Biomes.FROZEN_PEAKS, Biomes.TAIGA, Biomes.OLD_GROWTH_PINE_TAIGA,
-				Biomes.OLD_GROWTH_SPRUCE_TAIGA, Biomes.WINDSWEPT_HILLS, Biomes.WINDSWEPT_FOREST,
-				Biomes.FROZEN_OCEAN, Biomes.DEEP_FROZEN_OCEAN, Biomes.COLD_OCEAN, Biomes.DEEP_COLD_OCEAN,
-				Biomes.FROZEN_RIVER));
-		r.append(String.format("North (FROZEN) cold/frozen ratio: %.1f%% (want >60%%)%n", frozenCold));
-		double hotRatio = bandRatio(perBand.get(BiomeBand.HOT), Set.of(
-				Biomes.DESERT, Biomes.BADLANDS, Biomes.WOODED_BADLANDS, Biomes.ERODED_BADLANDS,
-				Biomes.JUNGLE, Biomes.SPARSE_JUNGLE, Biomes.BAMBOO_JUNGLE, Biomes.SAVANNA,
-				Biomes.SAVANNA_PLATEAU, Biomes.WARM_OCEAN));
-		r.append(String.format("South (HOT) warm/hot ratio: %.1f%% (want >60%%)%n", hotRatio));
-		r.append("Warnings: ").append(warnings.isEmpty() ? "none" : warnings).append("\n");
-
-		try {
-			Files.writeString(Path.of("latitude", "latitude_report.txt"), r.toString());
-		} catch (Exception e) {
-			CustomOreGenMod.LOGGER.error("Latitude map: failed to write report", e);
-		}
-
-		// ---- Summary to chat ----
-		src.sendSystemMessage(Component.literal("\u00A7a[Latitude]\u00A7r Map + report saved to /latitude/"));
-		src.sendSystemMessage(Component.literal("  Spawn: " + spawnKey + (spawnOk ? " \u00A7aOK\u00A7r" : " \u00A7cBAD\u00A7r")));
-		src.sendSystemMessage(Component.literal(String.format(
-				"  North cold/frozen: %.0f%% | South hot: %.0f%% | Swamp warnings: %d",
-				frozenCold, hotRatio, warnings.size())));
-		return 1;
-	}
-
-	private static double bandRatio(Map<ResourceKey<Biome>, Integer> m, Set<ResourceKey<Biome>> expected) {
-		int total = m.values().stream().mapToInt(Integer::intValue).sum();
-		if (total == 0) return 0;
-		int match = 0;
-		for (ResourceKey<Biome> k : expected) match += m.getOrDefault(k, 0);
-		return 100.0 * match / total;
-	}
-
-	private static boolean isSafeSpawn(ResourceKey<Biome> key) {
-		Set<ResourceKey<Biome>> safe = new HashSet<>(List.of(
-				Biomes.PLAINS, Biomes.SUNFLOWER_PLAINS, Biomes.FOREST, Biomes.BIRCH_FOREST,
-				Biomes.FLOWER_FOREST, Biomes.MEADOW, Biomes.CHERRY_GROVE));
-		return safe.contains(key);
-	}
-}

src/main/java/net/mcreator/customoregen/worldgen/LatitudeMath.java

@@ -1,133 +0,0 @@
-package net.mcreator.customoregen.worldgen;
-
-/**
- * Pure (registry-free) geometry helpers for the latitude world type.
- *
- * <p>These methods exist so that the core invariants of {@link LatitudeBiomeSource}
- * can be unit-tested without a loaded biome registry: temperature derivation, the
- * 3-zone underground model, the spawn safe zone, and the dual-octave biome index
- * math. {@link LatitudeBiomeSource} delegates to these helpers, so the two stay
- * in lock-step by construction (no behaviour drift).</p>
- */
-public final class LatitudeMath {
-
-	private LatitudeMath() {}
-
-	// ------------------------------------------------------------------
-	// Surface / climate tunables  (must mirror LatitudeBiomeSource)
-	// ------------------------------------------------------------------
-
-	public static final double TEMPERATURE_SCALE = 16000.0;
-	public static final double BOUNDARY_NOISE_SCALE = 0.00015;
-	public static final double BOUNDARY_NOISE_AMPLITUDE = 0.15;
-	public static final double SURFACE_SELECTOR_SCALE = 0.00033;
-	public static final double OCEAN_NOISE_SCALE = 0.0011;
-	public static final double OCEAN_THRESHOLD = 0.30;
-	public static final double MOISTURE_SCALE = 0.0009;
-	public static final double MOISTURE_THRESHOLD = 0.55;
-
-	// ------------------------------------------------------------------
-	// Underground tunables (3-zone model)
-	// ------------------------------------------------------------------
-
-	public static final int DEEP_ZONE_TOP = -30;
-	public static final int MID_CAVE_TOP = 0;
-	public static final double CAVE_SCALE = 0.003;
-	public static final double CAVE_THRESHOLD = 0.38;
-	public static final double DEEP_DARK_SCALE = 0.0011;
-	public static final double DEEP_DARK_SCALE_Y = 0.012;
-	public static final double DEEP_DARK_THRESHOLD = 0.55;
-
-	// ------------------------------------------------------------------
-	// Spawn safe zone
-	// ------------------------------------------------------------------
-
-	public static final int SPAWN_SAFE_RADIUS = 540;
-	public static final double SPAWN_SELECTOR_SCALE = 0.004;
-
-	/** Underground vertical zone, mirroring {@link LatitudeBiomeSource#applyCaveOverrides}. */
-	public enum Zone {
-		/** {@code Y < DEEP_ZONE_TOP} — deep zone, legendary Deep Dark pockets. */
-		DEEP,
-		/** {@code DEEP_ZONE_TOP <= Y < MID_CAVE_TOP} — mid caves, lush/dripstone pockets. */
-		MID_CAVE,
-		/** {@code Y >= MID_CAVE_TOP} — no cave override; latitude biome as-is. */
-		SURFACE
-	}
-
-	/** Band the column falls into based on its Y coordinate. Pure function. */
-	public static Zone zoneForY(int blockY) {
-		if (blockY < DEEP_ZONE_TOP) return Zone.DEEP;
-		if (blockY < MID_CAVE_TOP) return Zone.MID_CAVE;
-		return Zone.SURFACE;
-	}
-
-	/**
-	 * Raw latitude temperature contribution from the Z coordinate, before the boundary
-	 * wobble is applied. {@code blockZ / TEMPERATURE_SCALE} clamped to {@code [-1, 1]}.
-	 * Pure function.
-	 */
-	public static double rawLatitudeTemperature(int blockZ) {
-		return clamp(blockZ / TEMPERATURE_SCALE, -1.0, 1.0);
-	}
-
-	/**
-	 * Combine the raw latitude temperature with a precomputed boundary wobble (the output of
-	 * {@code boundaryNoise.noise(...) * BOUNDARY_NOISE_AMPLITUDE}), then clamp to the valid
-	 * temperature range. Pure function.
-	 */
-	public static double temperature(int blockZ, double boundaryWobble) {
-		return clamp(blockZ / TEMPERATURE_SCALE + boundaryWobble, -1.0, 1.0);
-	}
-
-	/** True if the (blockX, blockZ) column is inside the guaranteed safe spawn square. Pure. */
-	public static boolean isInSpawnSafeZone(int blockX, int blockZ) {
-		return Math.abs(blockX) < SPAWN_SAFE_RADIUS && Math.abs(blockZ) < SPAWN_SAFE_RADIUS;
-	}
-
-	/**
-	 * Normalised selector value in {@code [0, 1]} from two noise samples, mirroring the
-	 * dual-octave flattening used by {@link LatitudeBiomeSource#pickBiome}.
-	 *
-	 * @param n1 first octave noise value (any range ImprovedNoise produces)
-	 * @param n2 second octave noise value (at a different offset)
-	 * @return a value in {@code [0, 1]}
-	 */
-	public static double normalisedSelector(double n1, double n2) {
-		double combined = (n1 + n2 * 0.5) / 1.5;
-		return clamp(combined * 0.5 + 0.5, 0.0, 1.0);
-	}
-
-	/**
-	 * Map a normalised selector value in {@code [0, 1]} to a list index, clamped so it can
-	 * never leave {@code [0, size-1]}. Mirrors the index math in {@code pickBiome}.
-	 * Pure. {@code size} must be {@code >= 1}.
-	 */
-	public static int selectorIndex(double normalised, int size) {
-		if (size <= 0) {
-			throw new IllegalArgumentException("size must be >= 1, was " + size);
-		}
-		int idx = (int) (normalised * size);
-		if (idx >= size) idx = size - 1;
-		if (idx < 0) idx = 0;
-		return idx;
-	}
-
-	/**
-	 * Is the deep-Dark override active for this column, given the precomputed deep-dark noise
-	 * value (output of {@code deepDarkNoise.noise(...)})? Only meaningful in the DEEP zone;
-	 * callers should gate on {@link #zoneForY} first. Pure.
-	 */
-	public static boolean isDeepDarkPocket(double deepDarkNoise) {
-		return deepDarkNoise > DEEP_DARK_THRESHOLD;
-	}
-
-	/** Is the mid-cave lush/dripstone pocket override active for this column? Pure. */
-	public static boolean isMidCavePocket(double caveNoise) {
-		return caveNoise > CAVE_THRESHOLD;
-	}
-
-	private static double clamp(double value, double min, double max) {
-		return value < min ? min : (value > max ? max : value);
-	}
-}

src/main/java/net/mcreator/customoregen/worldgen/LatitudeSignalDensityFunction.java

@@ -0,0 +1,62 @@
+package net.mcreator.customoregen.worldgen;
+
+import com.mojang.serialization.MapCodec;
+import net.minecraft.util.KeyDispatchDataCodec;
+import net.minecraft.world.level.levelgen.DensityFunction;
+
+/**
+ * A custom {@link DensityFunction} that exposes the world's <b>latitude</b> as a Z-only signal,
+ * something the vanilla density-function vocabulary cannot do (only {@code y} is reachable, via
+ * {@code y_clamped_gradient}).
+ *
+ * <p>The value is {@code clamp(blockZ / TEMPERATURE_SCALE, -1, 1)}. {@code -1} = far north
+ * (cold), {@code 0} = equator (temperate), {@code +1} = far south (hot). It feeds the
+ * {@code custom_ore_gen:latitude_temperature} density function, which replaces the vanilla
+ * temperature in the Lithosphere noise settings so that biome selection follows latitude.</p>
+ *
+ * <p>Registered as density-function type {@code custom_ore_gen:latitude_signal}; reference it from a
+ * density-function JSON as {@code { "type": "custom_ore_gen:latitude_signal" }}.</p>
+ */
+public record LatitudeSignalDensityFunction() implements DensityFunction.SimpleFunction {
+
+	/**
+	 * Number of blocks for the temperature to go from 0 (equator) to &plusmn;1 (pole).
+	 *
+	 * <p>Tuned to match the ore-zone thresholds (default &plusmn;8000): at Z=8000 the latitude is
+	 * 0.5, which is the vanilla boundary between temperate and warm climates, so hot ores
+	 * (copper/gold/redstone) line up with hot-looking biomes. Lush caves (temperature ~0.7)
+	 * therefore appear around Z=11000, just inside the hot ore zone.</p>
+	 */
+	private static final double TEMPERATURE_SCALE = 16000.0;
+
+	/** MapCodec (no fields): a single canonical instance, round-trips as a bare type tag. */
+	public static final MapCodec<LatitudeSignalDensityFunction> DATA_CODEC =
+			MapCodec.unit(new LatitudeSignalDensityFunction());
+
+	/** {@link DensityFunction#codec()} wrapper the framework expects. */
+	public static final KeyDispatchDataCodec<LatitudeSignalDensityFunction> CODEC =
+			KeyDispatchDataCodec.of(DATA_CODEC);
+
+	@Override
+	public double compute(DensityFunction.FunctionContext context) {
+		double latitude = context.blockZ() / TEMPERATURE_SCALE;
+		if (latitude < -1.0) return -1.0;
+		if (latitude > 1.0) return 1.0;
+		return latitude;
+	}
+
+	@Override
+	public double minValue() {
+		return -1.0;
+	}
+
+	@Override
+	public double maxValue() {
+		return 1.0;
+	}
+
+	@Override
+	public KeyDispatchDataCodec<? extends DensityFunction> codec() {
+		return CODEC;
+	}
+}

src/main/java/net/mcreator/customoregen/worldgen/LatitudeSpawnHandler.java

@@ -1,118 +0,0 @@
-package net.mcreator.customoregen.worldgen;
-
-import net.mcreator.customoregen.CustomOreGenMod;
-import net.minecraft.core.BlockPos;
-import net.minecraft.core.Holder;
-import net.minecraft.resources.ResourceKey;
-import net.minecraft.server.level.ServerLevel;
-import net.minecraft.tags.TagKey;
-import net.minecraft.core.registries.Registries;
-import net.minecraft.resources.ResourceLocation;
-import net.minecraft.world.level.Level;
-import net.minecraft.world.level.biome.Biome;
-import net.minecraft.world.level.biome.Biomes;
-import net.minecraft.world.level.levelgen.Heightmap;
-import net.minecraft.world.level.storage.ServerLevelData;
-import net.neoforged.bus.api.SubscribeEvent;
-import net.neoforged.fml.common.EventBusSubscriber;
-import net.neoforged.neoforge.event.level.LevelEvent;
-
-import java.util.Set;
-
-/**
- * Forces the world spawn point to a plains-like biome near the origin.
- *
- * <p>Because {@link LatitudeBiomeSource} places temperate biomes around Z=0, a plains
- * or forest biome is always available close to spawn. This handler runs once per server
- * lifetime when the overworld loads, scans a growing square around the origin and pins
- * the default spawn point to the first matching biome. The player therefore always
- * starts the game on open, buildable terrain instead of a swamp, mountain or ocean.</p>
- */
-@EventBusSubscriber(modid = CustomOreGenMod.MODID)
-public class LatitudeSpawnHandler {
-
-	/** Biomes considered a good starting point (open, buildable temperate terrain). */
-	private static final Set<ResourceKey<Biome>> SPAWN_BIOMES = Set.of(
-			Biomes.PLAINS, Biomes.SUNFLOWER_PLAINS,
-			Biomes.FOREST, Biomes.BIRCH_FOREST, Biomes.FLOWER_FOREST,
-			Biomes.MEADOW, Biomes.CHERRY_GROVE
-	);
-
-	/** Maximum search radius (in blocks) around the origin. Kept inside the BiomeSource */
-	/** SPAWN_SAFE_RADIUS (540) so the safe-square guarantee applies to everything we find. */
-	private static final int MAX_RADIUS = 512;
-
-	/** Step between sampled positions. */
-	private static final int STEP = 8;
-
-	/** Surface Y used for biome probing - must match LatitudeGameTest.SURFACE_Y semantics. */
-	private static final int SURFACE_Y = 64;
-
-	private static volatile boolean initialized = false;
-
-	@SubscribeEvent
-	public static void onLevelLoad(LevelEvent.Load event) {
-		if (initialized) {
-			return;
-		}
-		if (!(event.getLevel() instanceof ServerLevel level)) {
-			return;
-		}
-		if (level.dimension() != Level.OVERWORLD) {
-			return;
-		}
-
-		initialized = true;
-
-		if (!(level.getLevelData() instanceof ServerLevelData levelData)) {
-			return;
-		}
-
-		// Probe biomes at the SURFACE (y=64), not at y=0. Underground the latitude biome extends
-		// downwards by design, so probing at y=0 could match a SPAWN_BIOMES that differs from what
-		// the player actually sees on the surface. The BiomeSource spawn-safe square covers the
-		// first 540 blocks around the origin, so probing at surface y and within that square reliably
-		// lands on plains/forest - never dark_forest (which is only in the temperate surface pool,
-		// used outside the safe square).
-		BlockPos current = levelData.getSpawnPos();
-		if (isSpawnBiomeAtSurface(level, current.getX(), current.getZ())) {
-			return; // Already on a good biome, leave it alone.
-		}
-
-		BlockPos found = findSpawnBiome(level);
-		if (found == null) {
-			CustomOreGenMod.LOGGER.warn("Latitude: no suitable spawn biome found within {} blocks, keeping {}", MAX_RADIUS, current);
-			return;
-		}
-
-		int y = level.getHeight(Heightmap.Types.WORLD_SURFACE_WG, found.getX(), found.getZ());
-		BlockPos spawn = new BlockPos(found.getX(), y, found.getZ());
-		level.setDefaultSpawnPos(spawn, 0.0f);
-		CustomOreGenMod.LOGGER.info("Latitude: spawn point set to {} ({})", spawn,
-				level.getBiome(spawn).unwrapKey().map(Object::toString).orElse("?"));
-	}
-
-	private static boolean isSpawnBiomeAtSurface(ServerLevel level, int x, int z) {
-		Holder<Biome> biome = level.getBiome(new BlockPos(x, SURFACE_Y, z));
-		return biome.unwrapKey().map(SPAWN_BIOMES::contains).orElse(false);
-	}
-
-	private static BlockPos findSpawnBiome(ServerLevel level) {
-		// Concentric square rings starting from the origin. We probe at SURFACE_Y because the
-		// latitude biome at y=0 can legitimately differ from the surface biome.
-		for (int radius = 0; radius <= MAX_RADIUS; radius += STEP) {
-			for (int x = -radius; x <= radius; x += STEP) {
-				for (int z = -radius; z <= radius; z += STEP) {
-					// Only scan the outer ring of each pass to avoid re-checking inner cells.
-					if (Math.abs(x) != radius && Math.abs(z) != radius && radius != 0) {
-						continue;
-					}
-					if (isSpawnBiomeAtSurface(level, x, z)) {
-						return new BlockPos(x, 0, z);
-					}
-				}
-			}
-		}
-		return null;
-	}
-}

src/main/java/net/mcreator/customoregen/worldgen/LatitudeZonePlacement.java

@@ -0,0 +1,77 @@
+package net.mcreator.customoregen.worldgen;
+
+import com.mojang.serialization.MapCodec;
+import com.mojang.serialization.codecs.RecordCodecBuilder;
+import net.minecraft.core.BlockPos;
+import net.minecraft.util.RandomSource;
+import net.minecraft.world.level.levelgen.placement.PlacementContext;
+import net.minecraft.world.level.levelgen.placement.PlacementFilter;
+import net.minecraft.world.level.levelgen.placement.PlacementModifierType;
+
+/**
+ * Placement modifier that filters ore placement by Z coordinate (latitude zone).
+ *
+ * <p>When the player's Z position is in the configured zone, the ore is placed; otherwise it is
+ * skipped. This replaces the biome-tag-based approach and works universally with any biome mod
+ * (BOP, Terralith, etc.) without needing to classify every biome manually.</p>
+ *
+ * <p>Three zones exist:
+ * <ul>
+ *   <li>{@code COLD}: Z &lt; {@code coldThreshold} (negative Z, north)</li>
+ *   <li>{@code HOT}: Z &gt; {@code hotThreshold} (positive Z, south)</li>
+ *   <li>{@code TEMPERATE}: between the two thresholds</li>
+ * </ul>
+ *
+ * <p>Registered as placement-modifier type {@code custom_ore_gen:latitude_zone}.</p>
+ */
+public class LatitudeZonePlacement extends PlacementFilter {
+
+	public enum Zone {
+		COLD("cold"),
+		HOT("hot"),
+		TEMPERATE("temperate");
+
+		private final String serializedName;
+		Zone(String name) { this.serializedName = name; }
+		public String getSerializedName() { return serializedName; }
+
+		public static Zone byName(String name) {
+			for (Zone z : values()) {
+				if (z.serializedName.equals(name)) return z;
+			}
+			return TEMPERATE;
+		}
+	}
+
+	public static final MapCodec<LatitudeZonePlacement> CODEC = RecordCodecBuilder.mapCodec(
+			instance -> instance.group(
+					com.mojang.serialization.Codec.STRING.fieldOf("zone")
+							.xmap(Zone::byName, Zone::getSerializedName)
+							.forGetter(p -> p.zone)
+			).apply(instance, instance.stable(LatitudeZonePlacement::new))
+	);
+
+	private final Zone zone;
+
+	public LatitudeZonePlacement(Zone zone) {
+		this.zone = zone;
+	}
+
+	@Override
+	protected boolean shouldPlace(PlacementContext context, RandomSource random, BlockPos pos) {
+		int z = pos.getZ();
+		int coldZ = LatitudeConfig.getColdZoneZ();
+		int hotZ = LatitudeConfig.getHotZoneZ();
+
+		return switch (zone) {
+			case COLD -> z < coldZ;
+			case HOT -> z > hotZ;
+			case TEMPERATE -> z >= coldZ && z <= hotZ;
+		};
+	}
+
+	@Override
+	public PlacementModifierType<?> type() {
+		return WorldGenRegistration.LATITUDE_ZONE_PLACEMENT.value();
+	}
+}

src/main/java/net/mcreator/customoregen/worldgen/OreAuditHandler.java

@@ -1,134 +0,0 @@
-package net.mcreator.customoregen.worldgen;
-
-import net.minecraft.core.BlockPos;
-import net.minecraft.core.Holder;
-import net.minecraft.core.registries.Registries;
-import net.minecraft.resources.ResourceKey;
-import net.minecraft.server.MinecraftServer;
-import net.minecraft.server.level.ServerLevel;
-import net.minecraft.world.level.biome.Biome;
-import net.minecraft.world.level.block.Block;
-import net.neoforged.bus.api.SubscribeEvent;
-import net.neoforged.fml.common.EventBusSubscriber;
-import net.neoforged.neoforge.event.server.ServerStartedEvent;
-
-import net.mcreator.customoregen.CustomOreGenMod;
-import net.mcreator.customoregen.init.CustomOreGenModBlocks;
-
-import java.nio.file.Files;
-import java.nio.file.Path;
-import java.util.LinkedHashMap;
-import java.util.Map;
-
-/**
- * Temporary diagnostic: only active when a {@code .oreaudit} marker file exists in the
- * server working directory (create it to run the audit, delete it afterwards). On server
- * start it forces real chunk generation in a grid around the origin, counts custom ore blocks
- * per surface biome, writes {@code ore_audit_report.txt}, and then stops the server.
- *
- * <p>Warning: this handler calls {@code System.exit(0)} at the end of the audit. It is
- * therefore a developer-only utility that must <b>never</b> be enabled in production. The
- * equivalent, non-destructive proof that ores place in every biome is covered by
- * {@link LatitudeGameTest} (run with {@code ./gradlew runGameTestServer}).</p>
- */
-@EventBusSubscriber
-public class OreAuditHandler {
-
-	private static final int CHUNKS_PER_AXIS = 12; // 12x12 chunks = 192x192 blocks
-	private static final int Y_MIN = -8;
-	private static final int Y_MAX = 32;
-
-	@SubscribeEvent
-	public static void onServerStarted(ServerStartedEvent event) {
-		Path flag = Path.of(".oreaudit");
-		if (!java.nio.file.Files.exists(flag)) {
-			return;
-		}
-		MinecraftServer server = event.getServer();
-		new Thread(() -> runAudit(server), "ore-audit").start();
-	}
-
-	private static void runAudit(MinecraftServer server) {
-		try {
-			Thread.sleep(2000); // let the server settle
-			ServerLevel overworld = server.overworld();
-
-			// Pre-generate chunks in a grid so features are placed.
-			CustomOreGenMod.LOGGER.info("[ore-audit] Generating {}x{} chunks...", CHUNKS_PER_AXIS, CHUNKS_PER_AXIS);
-			for (int cx = 0; cx < CHUNKS_PER_AXIS; cx++) {
-				for (int cz = 0; cz < CHUNKS_PER_AXIS; cz++) {
-					overworld.getChunk(cx, cz);
-				}
-			}
-			CustomOreGenMod.LOGGER.info("[ore-audit] Chunks generated, scanning ores...");
-
-			// Map: biome -> ore block -> count
-			Map<String, Map<String, Integer>> byBiome = new LinkedHashMap<>();
-			int[] shardTotal = {0};
-			int[] ironTotal = {0};
-			int[] coalTotal = {0};
-
-			Block shardSurface = CustomOreGenModBlocks.SHARDDIAMONDBLOCKORE.get();
-			Block shardDeep = CustomOreGenModBlocks.DEEPSLATESHARDDIAMONDORE.get();
-			Block ironSurface = CustomOreGenModBlocks.IRONORE.get();
-			Block ironDeep = CustomOreGenModBlocks.DEEPSLATEIRONORE.get();
-			Block coal = CustomOreGenModBlocks.CONCENTRATEDCOALORE.get();
-
-			for (int cx = 0; cx < CHUNKS_PER_AXIS; cx++) {
-				for (int cz = 0; cz < CHUNKS_PER_AXIS; cz++) {
-					int baseX = cx << 4;
-					int baseZ = cz << 4;
-					for (int x = 0; x < 16; x++) {
-						for (int z = 0; z < 16; z++) {
-							Holder<Biome> biomeHolder = overworld.getBiome(new BlockPos(baseX + x, 64, baseZ + z));
-							String biomeKey = biomeHolder.unwrapKey()
-									.map(k -> k.location().toString()).orElse("unknown");
-							Map<String, Integer> ores = byBiome.computeIfAbsent(biomeKey, k -> new LinkedHashMap<>());
-							for (int y = Y_MIN; y <= Y_MAX; y++) {
-								Block b = overworld.getBlockState(new BlockPos(baseX + x, y, baseZ + z)).getBlock();
-								String name = null;
-								if (b == shardSurface) { name = "shard_diamond"; shardTotal[0]++; }
-								else if (b == shardDeep) { name = "deepslate_shard_diamond"; shardTotal[0]++; }
-								else if (b == ironSurface) { name = "iron"; ironTotal[0]++; }
-								else if (b == ironDeep) { name = "deepslate_iron"; ironTotal[0]++; }
-								else if (b == coal) { name = "concentrated_coal"; coalTotal[0]++; }
-								if (name != null) ores.merge(name, 1, Integer::sum);
-							}
-						}
-					}
-				}
-			}
-
-			StringBuilder r = new StringBuilder();
-			r.append("=== ORE AUDIT (real chunk generation) ===\n");
-			r.append(String.format("Scanned %dx%d chunks, Y=%d..%d%n", CHUNKS_PER_AXIS, CHUNKS_PER_AXIS, Y_MIN, Y_MAX));
-			r.append(String.format("Totals: shard=%d iron=%d coal=%d%n%n", shardTotal[0], ironTotal[0], coalTotal[0]));
-			r.append("Per biome (only biomes with >=1 ore shown):\n");
-			for (var e : byBiome.entrySet()) {
-				if (e.getValue().isEmpty()) continue;
-				r.append(String.format("  %-40s %s%n", e.getKey(), e.getValue()));
-			}
-			r.append("\nBiomes with ZERO ores (sampled):\n");
-			int zeroCount = 0;
-			for (var e : byBiome.entrySet()) {
-				if (e.getValue().isEmpty()) {
-					r.append("  ").append(e.getKey()).append("\n");
-					zeroCount++;
-				}
-			}
-			if (zeroCount == 0) r.append("  (none - every sampled biome has ores)\n");
-
-			Path out = Path.of("ore_audit_report.txt");
-			Files.writeString(out, r.toString());
-			CustomOreGenMod.LOGGER.info("[ore-audit] Report written to {}", out.toAbsolutePath());
-			CustomOreGenMod.LOGGER.info("[ore-audit] Totals: shard={} iron={} coal={}", shardTotal[0], ironTotal[0], coalTotal[0]);
-			CustomOreGenMod.LOGGER.info("[ore-audit] Biomes with ores: {}, biomes with zero: {}",
-					byBiome.values().stream().filter(m -> !m.isEmpty()).count(), zeroCount);
-		} catch (Throwable t) {
-			CustomOreGenMod.LOGGER.error("[ore-audit] failed", t);
-		} finally {
-			try { Thread.sleep(1000); } catch (InterruptedException ignored) {}
-			System.exit(0);
-		}
-	}
-}

src/main/java/net/mcreator/customoregen/worldgen/WorldGenRegistration.java

@@ -2,7 +2,8 @@ package net.mcreator.customoregen.worldgen;
 
 import com.mojang.serialization.MapCodec;
 import net.minecraft.core.registries.Registries;
-import net.minecraft.world.level.biome.BiomeSource;
+import net.minecraft.world.level.levelgen.DensityFunction;
+import net.minecraft.world.level.levelgen.placement.PlacementModifierType;
 import net.neoforged.neoforge.common.world.BiomeModifier;
 import net.neoforged.neoforge.registries.DeferredHolder;
 import net.neoforged.neoforge.registries.DeferredRegister;
@@ -10,23 +11,24 @@ import net.neoforged.neoforge.registries.NeoForgeRegistries;
 
 /**
  * Registration of custom worldgen codecs used by the mod.
- *
- * <ul>
- *   <li>{@code latitude} — the custom latitude {@link BiomeSource} codec
- *       referenced from world presets.</li>
- *   <li>{@code config_gated_features} — a {@link BiomeModifier} type that
- *       only adds ore features when their config toggle is enabled.</li>
- * </ul>
  */
 public class WorldGenRegistration {
 
-	public static final DeferredRegister<MapCodec<? extends BiomeSource>> BIOME_SOURCES =
+	/** Custom density-function types. */
-			DeferredRegister.create(Registries.BIOME_SOURCE, "custom_ore_gen");
+	public static final DeferredRegister<MapCodec<? extends DensityFunction>> DENSITY_FUNCTION_TYPES =
+			DeferredRegister.create(Registries.DENSITY_FUNCTION_TYPE, "custom_ore_gen");
 
-	public static final DeferredHolder<MapCodec<? extends BiomeSource>, MapCodec<? extends BiomeSource>> LATITUDE =
+	public static final DeferredHolder<MapCodec<? extends DensityFunction>, MapCodec<? extends DensityFunction>> LATITUDE_SIGNAL =
-			BIOME_SOURCES.register("latitude", () -> LatitudeBiomeSource.CODEC);
+			DENSITY_FUNCTION_TYPES.register("latitude_signal", () -> LatitudeSignalDensityFunction.DATA_CODEC);
 
-	/** Serializer registry for config-gated biome modifiers (see {@link ConfigGatedFeaturesModifier}). */
+	/** Custom placement-modifier types (Z-coordinate-based ore filtering). */
+	public static final DeferredRegister<PlacementModifierType<?>> PLACEMENT_MODIFIERS =
+			DeferredRegister.create(Registries.PLACEMENT_MODIFIER_TYPE, "custom_ore_gen");
+
+	public static final DeferredHolder<PlacementModifierType<?>, PlacementModifierType<LatitudeZonePlacement>> LATITUDE_ZONE_PLACEMENT =
+			PLACEMENT_MODIFIERS.register("latitude_zone", () -> () -> LatitudeZonePlacement.CODEC);
+
+	/** Serializer registry for config-gated biome modifiers. */
 	public static final DeferredRegister<MapCodec<? extends BiomeModifier>> BIOME_MODIFIER_SERIALIZERS =
 			DeferredRegister.create(NeoForgeRegistries.Keys.BIOME_MODIFIER_SERIALIZERS, "custom_ore_gen");
 

src/main/resources/META-INF/neoforge.mods.toml

@@ -23,6 +23,14 @@ description='''${mod_description}'''
 
 
 # Start of user code block dependencies configuration
+
+[[dependencies."${mod_id}"]]
+    modId="mr_lithosphere"
+    mandatory=true
+    versionRange="[1.7,)"
+    ordering="AFTER"
+    side="BOTH"
+
 # Note: optional mods (biomesoplenty, create, mekanism) are intentionally NOT declared
 # here. Optional integration is handled via data tags with "required": false entries
 # (see data/custom_ore_gen/tags/worldgen/biome/latitude_*_surface.json) and via
@@ -30,3 +38,7 @@ description='''${mod_description}'''
 # absent. Declaring them here with mandatory=false + versionRange caused NeoForge to
 # fail loading when the mods were not installed (see commit history).
 # End of user code block dependencies configuration
+
+# Mixin configuration
+[[mixins]]
+config = "custom_ore_gen.mixins.json"

src/main/resources/custom_ore_gen.mixins.json

@@ -0,0 +1,15 @@
+{
+  "required": true,
+  "minVersion": "0.8.5",
+  "package": "net.mcreator.customoregen.mixin",
+  "compatibilityLevel": "JAVA_21",
+  "refmap": "custom_ore_gen.refmap.json",
+  "mixins": [
+    "MultiNoiseBiomeSourceMixin"
+  ],
+  "client": [],
+  "server": [],
+  "injectors": {
+    "defaultRequire": 1
+  }
+}

src/main/resources/data/custom_ore_gen/neoforge/biome_modifier/add_cold_biomes_ores.json

@@ -1,20 +1,22 @@
 {
-    "type": "custom_ore_gen:config_gated_features",
+  "type": "custom_ore_gen:config_gated_features",
-    "biomes": "#custom_ore_gen:latitude_cold_surface",
+  "biomes": {
-    "step": "underground_ores",
+    "type": "neoforge:any"
-    "gate_groups": [
+  },
-        {
+  "step": "underground_ores",
-            "toggle": "vanillaOreVariants",
+  "gate_groups": [
-            "features": [
+    {
-                "custom_ore_gen:lapisore",
+      "toggle": "vanillaOreVariants",
-                "custom_ore_gen:deepslatelapisore"
+      "features": [
-            ]
+        "custom_ore_gen:lapisore",
-        },
+        "custom_ore_gen:deepslatelapisore"
-        {
+      ]
-            "toggle": "concentratedOres",
+    },
-            "features": [
+    {
-                "custom_ore_gen:deepslatediamondore"
+      "toggle": "concentratedOres",
-            ]
+      "features": [
-        }
+        "custom_ore_gen:deepslatediamondore"
-    ]
+      ]
+    }
+  ]
 }

src/main/resources/data/custom_ore_gen/neoforge/biome_modifier/add_hot_biomes_ores.json

@@ -1,28 +1,30 @@
 {
-    "type": "custom_ore_gen:config_gated_features",
+  "type": "custom_ore_gen:config_gated_features",
-    "biomes": "#custom_ore_gen:latitude_hot_surface",
+  "biomes": {
-    "step": "underground_ores",
+    "type": "neoforge:any"
-    "gate_groups": [
+  },
-        {
+  "step": "underground_ores",
-            "toggle": "pureGoldenOre",
+  "gate_groups": [
-            "features": [
+    {
-                "custom_ore_gen:puregoldenore",
+      "toggle": "pureGoldenOre",
-                "custom_ore_gen:deepslatepuregoldenore"
+      "features": [
-            ]
+        "custom_ore_gen:puregoldenore",
-        },
+        "custom_ore_gen:deepslatepuregoldenore"
-        {
+      ]
-            "toggle": "customCopperOres",
+    },
-            "features": [
+    {
-                "custom_ore_gen:copperhighore",
+      "toggle": "customCopperOres",
-                "custom_ore_gen:copperlowerore"
+      "features": [
-            ]
+        "custom_ore_gen:copperhighore",
-        },
+        "custom_ore_gen:copperlowerore"
-        {
+      ]
-            "toggle": "vanillaOreVariants",
+    },
-            "features": [
+    {
-                "custom_ore_gen:redstoneore",
+      "toggle": "vanillaOreVariants",
-                "custom_ore_gen:deepslateredstoneore"
+      "features": [
-            ]
+        "custom_ore_gen:redstoneore",
-        }
+        "custom_ore_gen:deepslateredstoneore"
-    ]
+      ]
+    }
+  ]
 }

src/main/resources/data/custom_ore_gen/neoforge/biome_modifier/add_mountain_biomes_ores.json

@@ -1,13 +1,13 @@
 {
-    "type": "custom_ore_gen:config_gated_features",
+  "type": "custom_ore_gen:config_gated_features",
-    "biomes": "#custom_ore_gen:mountain_biomes",
+  "biomes": "#custom_ore_gen:mountain_biomes",
-    "step": "underground_ores",
+  "step": "underground_ores",
-    "gate_groups": [
+  "gate_groups": [
-        {
+    {
-            "toggle": "customEmeraldOres",
+      "toggle": "customEmeraldOres",
-            "features": [
+      "features": [
-                "custom_ore_gen:highemeraldore"
+        "custom_ore_gen:highemeraldore"
-            ]
+      ]
-        }
+    }
-    ]
+  ]
 }

src/main/resources/data/custom_ore_gen/neoforge/biome_modifier/add_rare_biomes_ores.json

@@ -1,13 +1,13 @@
 {
-    "type": "custom_ore_gen:config_gated_features",
+  "type": "custom_ore_gen:config_gated_features",
-    "biomes": "#custom_ore_gen:rare_biomes",
+  "biomes": "#custom_ore_gen:rare_biomes",
-    "step": "underground_ores",
+  "step": "underground_ores",
-    "gate_groups": [
+  "gate_groups": [
-        {
+    {
-            "toggle": "customEmeraldOres",
+      "toggle": "customEmeraldOres",
-            "features": [
+      "features": [
-                "custom_ore_gen:loweremeraldore"
+        "custom_ore_gen:loweremeraldore"
-            ]
+      ]
-        }
+    }
-    ]
+  ]
 }

src/main/resources/data/custom_ore_gen/neoforge/biome_modifier/add_shard_diamond_ores.json

@@ -1,16 +1,16 @@
 {
-    "type": "custom_ore_gen:config_gated_features",
+  "type": "custom_ore_gen:config_gated_features",
-    "biomes": {
+  "biomes": {
-        "type": "neoforge:any"
+    "type": "neoforge:any"
-    },
+  },
-    "step": "underground_ores",
+  "step": "underground_ores",
-    "gate_groups": [
+  "gate_groups": [
-        {
+    {
-            "toggle": "shardDiamondOre",
+      "toggle": "shardDiamondOre",
-            "features": [
+      "features": [
-                "custom_ore_gen:sharddiamondblockore",
+        "custom_ore_gen:sharddiamondblockore",
-                "custom_ore_gen:deepslatesharddiamondore"
+        "custom_ore_gen:deepslatesharddiamondore"
-            ]
+      ]
-        }
+    }
-    ]
+  ]
 }

src/main/resources/data/custom_ore_gen/neoforge/biome_modifier/add_tempered_biomes_ores.json

@@ -1,20 +1,22 @@
 {
-    "type": "custom_ore_gen:config_gated_features",
+  "type": "custom_ore_gen:config_gated_features",
-    "biomes": "#custom_ore_gen:latitude_temperate_surface",
+  "biomes": {
-    "step": "underground_ores",
+    "type": "neoforge:any"
-    "gate_groups": [
+  },
-        {
+  "step": "underground_ores",
-            "toggle": "impureOres",
+  "gate_groups": [
-            "features": [
+    {
-                "custom_ore_gen:ironore",
+      "toggle": "impureOres",
-                "custom_ore_gen:deepslateironore"
+      "features": [
-            ]
+        "custom_ore_gen:ironore",
-        },
+        "custom_ore_gen:deepslateironore"
-        {
+      ]
-            "toggle": "concentratedOres",
+    },
-            "features": [
+    {
-                "custom_ore_gen:concentratedcoalore"
+      "toggle": "concentratedOres",
-            ]
+      "features": [
-        }
+        "custom_ore_gen:concentratedcoalore"
-    ]
+      ]
+    }
+  ]
 }

src/main/resources/data/custom_ore_gen/neoforge/biome_modifier/z_remove_vanilla_ores.json

@@ -5,18 +5,21 @@
     "minecraft:ore_coal_lower",
     "minecraft:ore_coal_upper",
     "minecraft:ore_copper_large",
-    "minecraft:ore_diamond_large",
-    "minecraft:ore_emerald",
-    "minecraft:ore_gold",
-    "minecraft:ore_iron_small",
-    "minecraft:ore_iron_middle",
-    "minecraft:ore_lapis_buried",
-    "minecraft:ore_lapis",
-    "minecraft:ore_redstone",
     "minecraft:ore_copper",
     "minecraft:ore_diamond",
+    "minecraft:ore_diamond_buried",
+    "minecraft:ore_diamond_large",
+    "minecraft:ore_diamond_medium",
+    "minecraft:ore_emerald",
+    "minecraft:ore_gold",
+    "minecraft:ore_gold_extra",
     "minecraft:ore_gold_lower",
+    "minecraft:ore_iron_middle",
+    "minecraft:ore_iron_small",
     "minecraft:ore_iron_upper",
+    "minecraft:ore_lapis",
+    "minecraft:ore_lapis_buried",
+    "minecraft:ore_redstone",
     "minecraft:ore_redstone_lower"
   ],
   "step": "underground_ores"

src/main/resources/data/custom_ore_gen/tags/worldgen/biome/cold_biomes.json

@@ -1,68 +0,0 @@
-{
-  "replace": false,
-  "values": [
-    "minecraft:taiga",
-    "minecraft:frozen_ocean",
-    "minecraft:frozen_river",
-    "minecraft:snowy_plains",
-    "minecraft:snowy_beach",
-    "minecraft:snowy_taiga",
-    "minecraft:old_growth_pine_taiga",
-    "minecraft:grove",
-    "minecraft:snowy_slopes",
-    "minecraft:jagged_peaks",
-    "minecraft:frozen_peaks",
-    "minecraft:cold_ocean",
-    "minecraft:deep_cold_ocean",
-    "minecraft:deep_frozen_ocean",
-    "minecraft:ice_spikes",
-    {
-      "id": "biomesoplenty:auroral_garden",
-      "required": false
-    },
-    {
-      "id": "biomesoplenty:cold_desert",
-      "required": false
-    },
-    {
-      "id": "biomesoplenty:maple_woods",
-      "required": false
-    },
-    {
-      "id": "biomesoplenty:dead_forest",
-      "required": false
-    },
-    {
-      "id": "biomesoplenty:tundra",
-      "required": false
-    },
-    {
-      "id": "biomesoplenty:bog",
-      "required": false
-    },
-    {
-      "id": "biomesoplenty:muskeg",
-      "required": false
-    },
-    {
-      "id": "biomesoplenty:old_growth_dead_forest",
-      "required": false
-    },
-    {
-      "id": "biomesoplenty:snowblossom_grove",
-      "required": false
-    },
-    {
-      "id": "biomesoplenty:snowy_coniferous_forest",
-      "required": false
-    },
-    {
-      "id": "biomesoplenty:snowy_fir_clearing",
-      "required": false
-    },
-    {
-      "id": "biomesoplenty:snowy_maple_woods",
-      "required": false
-    }
-  ]
-}

src/main/resources/data/custom_ore_gen/tags/worldgen/biome/hot_biomes.json

@@ -1,106 +0,0 @@
-{
-  "replace": false,
-  "values": [
-    "minecraft:desert",
-    "minecraft:jungle",
-    "minecraft:sparse_jungle",
-    "minecraft:savanna",
-    "minecraft:savanna_plateau",
-    "minecraft:stony_peaks",
-    "minecraft:warm_ocean",
-    "minecraft:windswept_savanna",
-    "minecraft:eroded_badlands",
-    "minecraft:bamboo_jungle",
-    "minecraft:mangrove_swamp",
-    "minecraft:badlands",
-    "minecraft:wooded_badlands",
-    {
-      "id": "biomesoplenty:bayou",
-      "required": false
-    },
-    {
-      "id": "biomesoplenty:dryland",
-      "required": false
-    },
-    {
-      "id": "biomesoplenty:dune_beach",
-      "required": false
-    },
-    {
-      "id": "biomesoplenty:mystic_grove",
-      "required": false
-    },
-    {
-      "id": "biomesoplenty:jade_cliffs",
-      "required": false
-    },
-    {
-      "id": "biomesoplenty:lavender_field",
-      "required": false
-    },
-    {
-      "id": "biomesoplenty:lavender_forest",
-      "required": false
-    },
-    {
-      "id": "biomesoplenty:mediterranean_forest",
-      "required": false
-    },
-    {
-      "id": "biomesoplenty:orchard",
-      "required": false
-    },
-    {
-      "id": "biomesoplenty:pasture",
-      "required": false
-    },
-    {
-      "id": "biomesoplenty:prairie",
-      "required": false
-    },
-    {
-      "id": "biomesoplenty:lush_desert",
-      "required": false
-    },
-    {
-      "id": "biomesoplenty:lush_savanna",
-      "required": false
-    },
-    {
-      "id": "biomesoplenty:fungal_jungle",
-      "required": false
-    },
-    {
-      "id": "biomesoplenty:floodplain",
-      "required": false
-    },
-    {
-      "id": "biomesoplenty:rainforest",
-      "required": false
-    },
-    {
-      "id": "biomesoplenty:rocky_rainforest",
-      "required": false
-    },
-    {
-      "id": "biomesoplenty:tropics",
-      "required": false
-    },
-    {
-      "id": "biomesoplenty:volcanic_plains",
-      "required": false
-    },
-    {
-      "id": "biomesoplenty:volcano",
-      "required": false
-    },
-    {
-      "id": "biomesoplenty:wasteland",
-      "required": false
-    },
-    {
-      "id": "biomesoplenty:erupting_inferno",
-      "required": false
-    }
-  ]
-}

src/main/resources/data/custom_ore_gen/tags/worldgen/biome/latitude_cold_surface.json

@@ -7,8 +7,6 @@
     "minecraft:taiga",
     "minecraft:old_growth_pine_taiga",
     "minecraft:old_growth_spruce_taiga",
-    "minecraft:windswept_hills",
-    "minecraft:windswept_gravelly_hills",
     "minecraft:grove",
     "minecraft:snowy_slopes",
     {
@@ -60,20 +58,14 @@
       "required": false
     },
     {
-      "id": "biomesoplenty:coniferous_forest",
+      "id": "biomesoplenty:hot_springs",
       "required": false
     },
     {
-      "id": "biomesoplenty:fir_clearing",
+      "id": "biomesoplenty:ominous_woods",
       "required": false
     },
-    {
+    "minecraft:jagged_peaks",
-      "id": "biomesoplenty:seasonal_forest",
+    "minecraft:frozen_peaks"
-      "required": false
-    },
-    {
-      "id": "biomesoplenty:seasonal_orchard",
-      "required": false
-    }
   ]
 }

src/main/resources/data/custom_ore_gen/tags/worldgen/biome/latitude_hot_surface.json

@@ -15,14 +15,6 @@
       "id": "biomesoplenty:dryland",
       "required": false
     },
-    {
-      "id": "biomesoplenty:dune_beach",
-      "required": false
-    },
-    {
-      "id": "biomesoplenty:bayou",
-      "required": false
-    },
     {
       "id": "biomesoplenty:fungal_jungle",
       "required": false
@@ -48,11 +40,31 @@
       "required": false
     },
     {
-      "id": "biomesoplenty:rocky_shrubland",
+      "id": "biomesoplenty:bayou",
       "required": false
     },
     {
-      "id": "biomesoplenty:jade_cliffs",
+      "id": "biomesoplenty:lush_desert",
+      "required": false
+    },
+    {
+      "id": "biomesoplenty:lush_savanna",
+      "required": false
+    },
+    {
+      "id": "biomesoplenty:volcanic_plains",
+      "required": false
+    },
+    {
+      "id": "biomesoplenty:volcano",
+      "required": false
+    },
+    {
+      "id": "biomesoplenty:wasteland",
+      "required": false
+    },
+    {
+      "id": "biomesoplenty:wasteland_steppe",
       "required": false
     }
   ]

src/main/resources/data/custom_ore_gen/tags/worldgen/biome/latitude_temperate_surface.json

@@ -90,6 +90,64 @@
     {
       "id": "biomesoplenty:origin_valley",
       "required": false
+    },
+    "minecraft:windswept_hills",
+    "minecraft:windswept_gravelly_hills",
+    {
+      "id": "biomesoplenty:seasonal_forest",
+      "required": false
+    },
+    {
+      "id": "biomesoplenty:seasonal_orchard",
+      "required": false
+    },
+    {
+      "id": "biomesoplenty:prairie",
+      "required": false
+    },
+    {
+      "id": "biomesoplenty:coniferous_forest",
+      "required": false
+    },
+    {
+      "id": "biomesoplenty:fir_clearing",
+      "required": false
+    },
+    {
+      "id": "biomesoplenty:jade_cliffs",
+      "required": false
+    },
+    {
+      "id": "biomesoplenty:rocky_shrubland",
+      "required": false
+    },
+    {
+      "id": "biomesoplenty:aspen_glade",
+      "required": false
+    },
+    {
+      "id": "biomesoplenty:gravel_beach",
+      "required": false
+    },
+    {
+      "id": "biomesoplenty:highland",
+      "required": false
+    },
+    {
+      "id": "biomesoplenty:jacaranda_glade",
+      "required": false
+    },
+    {
+      "id": "biomesoplenty:overgrown_greens",
+      "required": false
+    },
+    {
+      "id": "biomesoplenty:pasture",
+      "required": false
+    },
+    {
+      "id": "biomesoplenty:wintry_origin_valley",
+      "required": false
     }
   ]
 }

src/main/resources/data/custom_ore_gen/tags/worldgen/biome/mountain_biomes.json

@@ -4,9 +4,6 @@
     "minecraft:jagged_peaks",
     "minecraft:frozen_peaks",
     "minecraft:stony_peaks",
-    "minecraft:savanna_plateau",
-    "minecraft:wooded_badlands",
-    "minecraft:meadow",
     "minecraft:grove",
     "minecraft:snowy_slopes",
     {

src/main/resources/data/custom_ore_gen/tags/worldgen/biome/rare_biomes.json

@@ -3,7 +3,6 @@
   "values": [
     "minecraft:mushroom_fields",
     "minecraft:sparse_jungle",
-    "minecraft:savanna_plateau",
     "minecraft:sunflower_plains",
     "minecraft:windswept_gravelly_hills",
     "minecraft:flower_forest",

src/main/resources/data/custom_ore_gen/tags/worldgen/biome/tempered_biomes.json

@@ -1,109 +0,0 @@
-{
-  "replace": false,
-  "values": [
-    "minecraft:plains",
-    "minecraft:meadow",
-    "minecraft:sunflower_plains",
-    "minecraft:forest",
-    "minecraft:birch_forest",
-    "minecraft:swamp",
-    "minecraft:taiga",
-    "minecraft:old_growth_pine_taiga",
-    "minecraft:river",
-    "minecraft:beach",
-    "minecraft:stony_shore",
-    "minecraft:ocean",
-    "minecraft:lukewarm_ocean",
-    "minecraft:deep_ocean",
-    "minecraft:deep_lukewarm_ocean",
-    "minecraft:dripstone_caves",
-    "minecraft:lush_caves",
-    {
-      "id": "biomesoplenty:coniferous_forest",
-      "required": false
-    },
-    {
-      "id": "biomesoplenty:fir_clearing",
-      "required": false
-    },
-    {
-      "id": "biomesoplenty:field",
-      "required": false
-    },
-    {
-      "id": "biomesoplenty:forested_field",
-      "required": false
-    },
-    {
-      "id": "biomesoplenty:seasonal_forest",
-      "required": false
-    },
-    {
-      "id": "biomesoplenty:seasonal_orchard",
-      "required": false
-    },
-    {
-      "id": "biomesoplenty:pumpkin_patch",
-      "required": false
-    },
-    {
-      "id": "biomesoplenty:grassland",
-      "required": false
-    },
-    {
-      "id": "biomesoplenty:spider_nest",
-      "required": false
-    },
-    {
-      "id": "biomesoplenty:moor",
-      "required": false
-    },
-    {
-      "id": "biomesoplenty:origin_valley",
-      "required": false
-    },
-    {
-      "id": "biomesoplenty:shrubland",
-      "required": false
-    },
-    {
-      "id": "biomesoplenty:wetland",
-      "required": false
-    },
-    {
-      "id": "biomesoplenty:clover_patch",
-      "required": false
-    },
-    {
-      "id": "biomesoplenty:redwood_forest",
-      "required": false
-    },
-    {
-      "id": "biomesoplenty:rocky_shrubland",
-      "required": false
-    },
-    {
-      "id": "biomesoplenty:scrubland",
-      "required": false
-    },
-    {
-      "id": "biomesoplenty:woodland",
-      "required": false
-    },
-    {
-      "id": "biomesoplenty:old_growth_woodland",
-      "required": false
-    },
-    {
-      "id": "biomesoplenty:marsh",
-      "required": false
-    },
-    {
-      "id": "biomesoplenty:undergrowth",
-      "required": false
-    },
-    "minecraft:cherry_grove",
-    "minecraft:windswept_hills",
-    "minecraft:windswept_forest"
-  ]
-}

src/main/resources/data/custom_ore_gen/worldgen/configured_feature/concentratedcoalore.json

@@ -10,7 +10,7 @@
           "tag": "c:stones"
         },
         "state": {
-          "Name": "custom_ore_gen:concentratedcoalore"
+          "Name": "minecraft:coal_ore"
         }
       }
     ]

src/main/resources/data/custom_ore_gen/worldgen/configured_feature/copperhighore.json

@@ -7,10 +7,19 @@
       {
         "target": {
           "predicate_type": "tag_match",
-          "tag": "c:stones"
+          "tag": "minecraft:stone_ore_replaceables"
         },
         "state": {
-          "Name": "custom_ore_gen:copperhighore"
+          "Name": "minecraft:copper_ore"
+        }
+      },
+      {
+        "target": {
+          "predicate_type": "tag_match",
+          "tag": "minecraft:deepslate_ore_replaceables"
+        },
+        "state": {
+          "Name": "minecraft:deepslate_copper_ore"
         }
       }
     ]

src/main/resources/data/custom_ore_gen/worldgen/configured_feature/copperlowerore.json

@@ -7,10 +7,19 @@
       {
         "target": {
           "predicate_type": "tag_match",
-          "tag": "c:stones"
+          "tag": "minecraft:stone_ore_replaceables"
         },
         "state": {
-          "Name": "custom_ore_gen:copperlowerore"
+          "Name": "minecraft:copper_ore"
+        }
+      },
+      {
+        "target": {
+          "predicate_type": "tag_match",
+          "tag": "minecraft:deepslate_ore_replaceables"
+        },
+        "state": {
+          "Name": "minecraft:deepslate_copper_ore"
         }
       }
     ]

src/main/resources/data/custom_ore_gen/worldgen/configured_feature/deepslatediamondore.json

@@ -10,7 +10,7 @@
           "tag": "c:stones"
         },
         "state": {
-          "Name": "custom_ore_gen:deepslatediamondore"
+          "Name": "minecraft:deepslate_diamond_ore"
         }
       }
     ]

src/main/resources/data/custom_ore_gen/worldgen/configured_feature/deepslateironore.json

@@ -10,7 +10,7 @@
           "tag": "c:stones"
         },
         "state": {
-          "Name": "custom_ore_gen:deepslateironore"
+          "Name": "minecraft:deepslate_iron_ore"
         }
       }
     ]

src/main/resources/data/custom_ore_gen/worldgen/configured_feature/deepslatelapisore.json

@@ -10,7 +10,7 @@
           "tag": "c:stones"
         },
         "state": {
-          "Name": "custom_ore_gen:deepslatelapisore"
+          "Name": "minecraft:deepslate_lapis_ore"
         }
       }
     ]

src/main/resources/data/custom_ore_gen/worldgen/configured_feature/deepslatepuregoldenore.json

@@ -10,7 +10,7 @@
           "tag": "c:stones"
         },
         "state": {
-          "Name": "custom_ore_gen:deepslatepuregoldenore"
+          "Name": "minecraft:deepslate_gold_ore"
         }
       }
     ]

src/main/resources/data/custom_ore_gen/worldgen/configured_feature/deepslateredstoneore.json

@@ -10,7 +10,7 @@
           "tag": "c:stones"
         },
         "state": {
-          "Name": "custom_ore_gen:deepslateredstoneore"
+          "Name": "minecraft:deepslate_redstone_ore"
         }
       }
     ]

src/main/resources/data/custom_ore_gen/worldgen/configured_feature/highemeraldore.json

@@ -10,7 +10,7 @@
           "tag": "c:stones"
         },
         "state": {
-          "Name": "custom_ore_gen:highemeraldore"
+          "Name": "minecraft:emerald_ore"
         }
       }
     ]

src/main/resources/data/custom_ore_gen/worldgen/configured_feature/ironore.json

@@ -10,7 +10,7 @@
           "tag": "c:stones"
         },
         "state": {
-          "Name": "custom_ore_gen:ironore"
+          "Name": "minecraft:iron_ore"
         }
       }
     ]

src/main/resources/data/custom_ore_gen/worldgen/configured_feature/lapisore.json

@@ -10,7 +10,7 @@
           "tag": "c:stones"
         },
         "state": {
-          "Name": "custom_ore_gen:lapisore"
+          "Name": "minecraft:lapis_ore"
         }
       }
     ]

src/main/resources/data/custom_ore_gen/worldgen/configured_feature/loweremeraldore.json

@@ -10,7 +10,7 @@
           "tag": "c:stones"
         },
         "state": {
-          "Name": "custom_ore_gen:loweremeraldore"
+          "Name": "minecraft:emerald_ore"
         }
       }
     ]

src/main/resources/data/custom_ore_gen/worldgen/configured_feature/puregoldenore.json

@@ -10,7 +10,7 @@
           "tag": "c:stones"
         },
         "state": {
-          "Name": "custom_ore_gen:puregoldenore"
+          "Name": "minecraft:gold_ore"
         }
       }
     ]

src/main/resources/data/custom_ore_gen/worldgen/configured_feature/redstoneore.json

@@ -10,7 +10,7 @@
           "tag": "c:stones"
         },
         "state": {
-          "Name": "custom_ore_gen:redstoneore"
+          "Name": "minecraft:redstone_ore"
         }
       }
     ]

src/main/resources/data/custom_ore_gen/worldgen/density_function/latitude_signal.json

@@ -0,0 +1,3 @@
+{
+  "type": "custom_ore_gen:latitude_signal"
+}

src/main/resources/data/custom_ore_gen/worldgen/density_function/latitude_temperature.json

@@ -0,0 +1,22 @@
+{
+  "type": "minecraft:clamp",
+  "input": {
+    "type": "minecraft:add",
+    "argument1": "custom_ore_gen:latitude_signal",
+    "argument2": {
+      "type": "minecraft:mul",
+      "argument1": 0.15,
+      "argument2": {
+        "type": "minecraft:shifted_noise",
+        "noise": "minecraft:temperature",
+        "shift_x": "minecraft:shift_x",
+        "shift_y": 0.0,
+        "shift_z": "minecraft:shift_z",
+        "xz_scale": 0.04,
+        "y_scale": 0.0
+      }
+    }
+  },
+  "min": -1.0,
+  "max": 1.0
+}

src/main/resources/data/custom_ore_gen/worldgen/placed_feature/concentratedcoalore.json

@@ -3,7 +3,7 @@
   "placement": [
     {
       "type": "minecraft:count",
-      "count": 10
+      "count": 20
     },
     {
       "type": "minecraft:in_square"
@@ -21,7 +21,8 @@
       }
     },
     {
-      "type": "minecraft:biome"
+      "type": "custom_ore_gen:latitude_zone",
+      "zone": "temperate"
     }
   ]
 }

src/main/resources/data/custom_ore_gen/worldgen/placed_feature/copperhighore.json

@@ -21,7 +21,8 @@
       }
     },
     {
-      "type": "minecraft:biome"
+      "type": "custom_ore_gen:latitude_zone",
+      "zone": "hot"
     }
   ]
 }

src/main/resources/data/custom_ore_gen/worldgen/placed_feature/copperlowerore.json

@@ -21,7 +21,8 @@
       }
     },
     {
-      "type": "minecraft:biome"
+      "type": "custom_ore_gen:latitude_zone",
+      "zone": "hot"
     }
   ]
 }

src/main/resources/data/custom_ore_gen/worldgen/placed_feature/deepslatediamondore.json

@@ -3,7 +3,7 @@
   "placement": [
     {
       "type": "minecraft:count",
-      "count": 6
+      "count": 3
     },
     {
       "type": "minecraft:in_square"
@@ -21,7 +21,8 @@
       }
     },
     {
-      "type": "minecraft:biome"
+      "type": "custom_ore_gen:latitude_zone",
+      "zone": "cold"
     }
   ]
 }

src/main/resources/data/custom_ore_gen/worldgen/placed_feature/deepslateironore.json

@@ -21,7 +21,8 @@
       }
     },
     {
-      "type": "minecraft:biome"
+      "type": "custom_ore_gen:latitude_zone",
+      "zone": "temperate"
     }
   ]
 }

src/main/resources/data/custom_ore_gen/worldgen/placed_feature/deepslatelapisore.json

@@ -21,7 +21,8 @@
       }
     },
     {
-      "type": "minecraft:biome"
+      "type": "custom_ore_gen:latitude_zone",
+      "zone": "cold"
     }
   ]
 }

src/main/resources/data/custom_ore_gen/worldgen/placed_feature/deepslatepuregoldenore.json

@@ -21,7 +21,8 @@
       }
     },
     {
-      "type": "minecraft:biome"
+      "type": "custom_ore_gen:latitude_zone",
+      "zone": "hot"
     }
   ]
 }

src/main/resources/data/custom_ore_gen/worldgen/placed_feature/deepslateredstoneore.json

@@ -21,7 +21,8 @@
       }
     },
     {
-      "type": "minecraft:biome"
+      "type": "custom_ore_gen:latitude_zone",
+      "zone": "hot"
     }
   ]
 }

src/main/resources/data/custom_ore_gen/worldgen/placed_feature/ironore.json

@@ -21,7 +21,8 @@
       }
     },
     {
-      "type": "minecraft:biome"
+      "type": "custom_ore_gen:latitude_zone",
+      "zone": "temperate"
     }
   ]
 }

src/main/resources/data/custom_ore_gen/worldgen/placed_feature/lapisore.json

@@ -21,7 +21,8 @@
       }
     },
     {
-      "type": "minecraft:biome"
+      "type": "custom_ore_gen:latitude_zone",
+      "zone": "cold"
     }
   ]
 }

src/main/resources/data/custom_ore_gen/worldgen/placed_feature/puregoldenore.json

@@ -21,7 +21,8 @@
       }
     },
     {
-      "type": "minecraft:biome"
+      "type": "custom_ore_gen:latitude_zone",
+      "zone": "hot"
     }
   ]
 }

src/main/resources/data/custom_ore_gen/worldgen/placed_feature/redstoneore.json

@@ -21,7 +21,8 @@
       }
     },
     {
-      "type": "minecraft:biome"
+      "type": "custom_ore_gen:latitude_zone",
+      "zone": "hot"
     }
   ]
 }

src/main/resources/data/custom_ore_gen/worldgen/world_preset/ultra_wide_biome.json

@@ -1,36 +0,0 @@
-{
-  "dimensions": {
-    "minecraft:overworld": {
-      "type": "minecraft:overworld",
-      "generator": {
-        "type": "minecraft:noise",
-        "biome_source": {
-          "type": "custom_ore_gen:latitude",
-          "seed": 0
-        },
-        "settings": "minecraft:large_biomes"
-      }
-    },
-    "minecraft:the_nether": {
-      "type": "minecraft:the_nether",
-      "generator": {
-        "type": "minecraft:noise",
-        "biome_source": {
-          "type": "minecraft:multi_noise",
-          "preset": "minecraft:nether"
-        },
-        "settings": "minecraft:nether"
-      }
-    },
-    "minecraft:the_end": {
-      "type": "minecraft:the_end",
-      "generator": {
-        "type": "minecraft:noise",
-        "biome_source": {
-          "type": "minecraft:the_end"
-        },
-        "settings": "minecraft:end"
-      }
-    }
-  }
-}

src/main/resources/data/minecraft/tags/worldgen/world_preset/normal.json

@@ -1,11 +0,0 @@
-{
-  "replace": false,
-  "values": [
-    "minecraft:normal",
-    "minecraft:flat",
-    "minecraft:large_biomes",
-    "minecraft:amplified",
-    "minecraft:single_biome_surface",
-    "custom_ore_gen:ultra_wide_biome"
-  ]
-}

src/test/java/net/mcreator/customoregen/worldgen/BiomeBandTest.java

@@ -1,196 +0,0 @@
-package net.mcreator.customoregen.worldgen;
-
-import net.minecraft.world.level.biome.Biomes;
-import org.junit.jupiter.api.DisplayName;
-import org.junit.jupiter.api.Test;
-
-import static org.junit.jupiter.api.Assertions.*;
-
-/**
- * Pure unit tests for {@link BiomeBand}, the climate-band logic that drives
- * {@link LatitudeBiomeSource}.
- *
- * <p>These tests run as plain JUnit (no game server required): {@code fromTemperature}
- * is a pure function of a double, and the {@code surfaceVanilla}/{@code ocean}/
- * {@code surfaceTag} helpers only ever touch {@link net.minecraft.resources.ResourceKey}
- * and {@link net.minecraft.tags.TagKey} objects, which are pure value types that
- * never consult a live registry. They therefore protect the most important
- * behaviour of the latitude system without needing {@code runGameTestServer}.</p>
- */
-@DisplayName("BiomeBand climate logic")
-class BiomeBandTest {
-
-	// ------------------------------------------------------------------
-	// fromTemperature: boundary conditions
-	// ------------------------------------------------------------------
-
-	@Test
-	@DisplayName("FROZEN at the extreme cold pole")
-	void fromTemperature_frozenAtExtremeCold() {
-		assertEquals(BiomeBand.FROZEN, BiomeBand.fromTemperature(-1.0));
-		assertEquals(BiomeBand.FROZEN, BiomeBand.fromTemperature(-0.9));
-	}
-
-	@Test
-	@DisplayName("-0.7 boundary is FROZEN (inclusive: <=)")
-	void fromTemperature_boundaryMinus07_isFrozenInclusive() {
-		assertEquals(BiomeBand.FROZEN, BiomeBand.fromTemperature(-0.7));
-	}
-
-	@Test
-	@DisplayName("just above -0.7 is COLD")
-	void fromTemperature_justAboveMinus07_isCold() {
-		assertEquals(BiomeBand.COLD, BiomeBand.fromTemperature(-0.69));
-		assertEquals(BiomeBand.COLD, BiomeBand.fromTemperature(-0.5));
-	}
-
-	@Test
-	@DisplayName("-0.25 boundary is COLD (inclusive: <=)")
-	void fromTemperature_boundaryMinus025_isColdInclusive() {
-		assertEquals(BiomeBand.COLD, BiomeBand.fromTemperature(-0.25));
-	}
-
-	@Test
-	@DisplayName("just above -0.25 is TEMPERATE")
-	void fromTemperature_justAboveMinus025_isTemperate() {
-		assertEquals(BiomeBand.TEMPERATE, BiomeBand.fromTemperature(-0.24));
-		assertEquals(BiomeBand.TEMPERATE, BiomeBand.fromTemperature(0.0));
-		assertEquals(BiomeBand.TEMPERATE, BiomeBand.fromTemperature(0.2499));
-	}
-
-	@Test
-	@DisplayName("+0.25 boundary is WARM (TEMPERATE uses strict <)")
-	void fromTemperature_at025_isWarm_boundaryNotInclusive() {
-		assertEquals(BiomeBand.WARM, BiomeBand.fromTemperature(0.25));
-		assertEquals(BiomeBand.WARM, BiomeBand.fromTemperature(0.5));
-	}
-
-	@Test
-	@DisplayName("+0.7 boundary and above is HOT")
-	void fromTemperature_atAndAbove07_isHot() {
-		assertEquals(BiomeBand.HOT, BiomeBand.fromTemperature(0.7));
-		assertEquals(BiomeBand.HOT, BiomeBand.fromTemperature(0.9));
-		assertEquals(BiomeBand.HOT, BiomeBand.fromTemperature(1.0));
-	}
-
-	@Test
-	@DisplayName("fromTemperature never returns null across the full range")
-	void fromTemperature_neverReturnsNull() {
-		double[] temps = {-1.0, -0.95, -0.71, -0.7, -0.69, -0.5, -0.3, -0.26, -0.25,
-				-0.24, -0.1, 0.0, 0.1, 0.2499, 0.25, 0.3, 0.5, 0.6999,
-				0.7, 0.8, 0.95, 1.0};
-		for (double t : temps) {
-			assertNotNull(BiomeBand.fromTemperature(t),
-					"fromTemperature must never return null for t=" + t);
-		}
-	}
-
-	@Test
-	@DisplayName("surface temperature 0.0 (equator / spawn) is TEMPERATE")
-	void fromTemperature_equatorIsTemperate() {
-		// The spawn safe zone sits around Z=0, i.e. temperature 0 -> TEMPERATE.
-		assertEquals(BiomeBand.TEMPERATE, BiomeBand.fromTemperature(0.0));
-	}
-
-	// ------------------------------------------------------------------
-	// Band metadata invariants
-	// ------------------------------------------------------------------
-
-	@Test
-	@DisplayName("band center temperatures are strictly increasing from pole to pole")
-	void bandsCenterTemperaturesAreMonotonic() {
-		BiomeBand[] bands = BiomeBand.values();
-		for (int i = 1; i < bands.length; i++) {
-			assertTrue(bands[i - 1].centerTemperature < bands[i].centerTemperature,
-					"Band centers must be strictly increasing: "
-							+ bands[i - 1] + " -> " + bands[i]);
-		}
-		assertEquals(-1.0, BiomeBand.FROZEN.centerTemperature);
-		assertEquals(1.0, BiomeBand.HOT.centerTemperature);
-		assertEquals(5, BiomeBand.values().length, "exactly five climate bands expected");
-	}
-
-	// ------------------------------------------------------------------
-	// surfaceTag (must point at the mod's own tags so BoP can extend safely)
-	// ------------------------------------------------------------------
-
-	@Test
-	@DisplayName("every band has a non-null surface tag under the mod namespace")
-	void surfaceTag_isNotNullAndNamespacedForEveryBand() {
-		for (BiomeBand band : BiomeBand.values()) {
-			assertNotNull(band.surfaceTag(), "surfaceTag must not be null for " + band);
-			assertEquals("custom_ore_gen", band.surfaceTag().location().getNamespace(),
-					"surface tag namespace must be the mod id for " + band);
-		}
-	}
-
-	@Test
-	@DisplayName("cold/frozen bands share the latitude_cold_surface tag")
-	void surfaceTag_frozenAndColdShareColdSurfaceTag() {
-		assertEquals(BiomeBand.FROZEN.surfaceTag(),
-				BiomeBand.COLD.surfaceTag(),
-				"FROZEN and COLD must pull surface biomes from the same cold tag");
-	}
-
-	@Test
-	@DisplayName("warm/hot bands share the latitude_hot_surface tag")
-	void surfaceTag_warmAndHotShareHotSurfaceTag() {
-		assertEquals(BiomeBand.WARM.surfaceTag(),
-				BiomeBand.HOT.surfaceTag(),
-				"WARM and HOT must pull surface biomes from the same hot tag");
-	}
-
-	// ------------------------------------------------------------------
-	// surfaceVanilla / ocean pools (must be non-empty for every band)
-	// ------------------------------------------------------------------
-
-	@Test
-	@DisplayName("every band has a non-empty vanilla surface pool")
-	void surfaceVanilla_isNonEmptyForEveryBand() {
-		for (BiomeBand band : BiomeBand.values()) {
-			assertFalse(band.surfaceVanilla().isEmpty(),
-					"surfaceVanilla pool must not be empty for " + band);
-			// Note: List.of (used by surfaceVanilla) already guarantees non-null elements by
-			// construction (it throws NPE if any Biomes.X constant were null), so there is
-			// no need to assert contains(null) here - and List.of rejects contains(null) too.
-		}
-	}
-
-	@Test
-	@DisplayName("every band has a non-empty ocean pool")
-	void ocean_isNonEmptyForEveryBand() {
-		for (BiomeBand band : BiomeBand.values()) {
-			assertFalse(band.ocean().isEmpty(),
-					"ocean pool must not be empty for " + band);
-		}
-	}
-
-	@Test
-	@DisplayName("PLAINS is in the TEMPERATE surface pool (spawn must be buildable)")
-	void surfaceVanilla_plainsIsInTemperatePool() {
-		assertTrue(BiomeBand.TEMPERATE.surfaceVanilla().contains(Biomes.PLAINS),
-				"PLAINS must be in the TEMPERATE surface pool (spawn safe zone relies on it)");
-	}
-
-	@Test
-	@DisplayName("DESERT is in the HOT surface pool")
-	void surfaceVanilla_desertIsInHotPool() {
-		assertTrue(BiomeBand.HOT.surfaceVanilla().contains(Biomes.DESERT),
-				"DESERT must be in the HOT surface pool");
-	}
-
-	@Test
-	@DisplayName("deepDark-style cave biomes are NOT surfaced in any band")
-	void surfaceVanilla_doesNotContainCaveBiomes() {
-		// Cave biomes are vanilla-only, eager, injected underground by LatitudeBiomeSource.
-		// They must never be in a surface pool.
-		for (BiomeBand band : BiomeBand.values()) {
-			assertFalse(band.surfaceVanilla().contains(Biomes.DEEP_DARK),
-					"DEEP_DARK must never be in the surface pool of " + band);
-			assertFalse(band.surfaceVanilla().contains(Biomes.LUSH_CAVES),
-					"LUSH_CAVES must never be in the surface pool of " + band);
-			assertFalse(band.surfaceVanilla().contains(Biomes.DRIPSTONE_CAVES),
-					"DRIPSTONE_CAVES must never be in the surface pool of " + band);
-		}
-	}
-}

src/test/java/net/mcreator/customoregen/worldgen/LatitudeMathTest.java

@@ -1,315 +0,0 @@
-package net.mcreator.customoregen.worldgen;
-
-import org.junit.jupiter.api.DisplayName;
-import org.junit.jupiter.api.Test;
-
-import static org.junit.jupiter.api.Assertions.*;
-
-/**
- * Pure (registry-free) unit tests for {@link LatitudeMath}, the single source of truth
- * for the latitude world geometry. Because {@link LatitudeBiomeSource} now delegates
- * every climate/zone/index calculation here, these tests cover the geometry the BiomeSource
- * actually uses at runtime - without needing a loaded biome registry.
- */
-@DisplayName("LatitudeMath geometry (temperature, zones, spawn, selection)")
-class LatitudeMathTest {
-
-	// ------------------------------------------------------------------
-	// Temperature derivation
-	// ------------------------------------------------------------------
-
-	@Test
-	@DisplayName("equator (Z=0) has raw temperature 0")
-	void rawLatitudeTemperature_equatorIsZero() {
-		assertEquals(0.0, LatitudeMath.rawLatitudeTemperature(0), 1e-9);
-	}
-
-	@Test
-	@DisplayName("north pole (Z=-16000) clamps to -1, south pole (Z=+16000) to +1")
-	void rawLatitudeTemperature_polesClamp() {
-		assertEquals(-1.0, LatitudeMath.rawLatitudeTemperature(-16000), 1e-9);
-		assertEquals(1.0, LatitudeMath.rawLatitudeTemperature(16000), 1e-9);
-	}
-
-	@Test
-	@DisplayName("temperature beyond the poles stays clamped to [-1, 1]")
-	void rawLatitudeTemperature_extremeClamped() {
-		assertEquals(-1.0, LatitudeMath.rawLatitudeTemperature(-1_000_000), 1e-9);
-		assertEquals(1.0, LatitudeMath.rawLatitudeTemperature(1_000_000), 1e-9);
-	}
-
-	@Test
-	@DisplayName("temperature is continuous and monotonic in Z (north=cold, south=hot)")
-	void rawLatitudeTemperature_monotonic() {
-		double tNeg = LatitudeMath.rawLatitudeTemperature(-8000);
-		double tZero = LatitudeMath.rawLatitudeTemperature(0);
-		double tPos = LatitudeMath.rawLatitudeTemperature(8000);
-		assertTrue(tNeg < tZero, "north must be colder than equator: " + tNeg + " < " + tZero);
-		assertTrue(tPos > tZero, "south must be warmer than equator: " + tPos + " > " + tZero);
-		assertTrue(tNeg < 0, "north must be negative");
-		assertTrue(tPos > 0, "south must be positive");
-	}
-
-	@Test
-	@DisplayName("temperature(blockZ, 0 wobble) equals rawLatitudeTemperature(blockZ)")
-	void temperature_zeroWobbleMatchesRaw() {
-		for (int z : new int[]{-1_000_000, -32000, -16000, -8000, -1, 0, 1, 8000, 16000, 32000, 1_000_000}) {
-			assertEquals(LatitudeMath.rawLatitudeTemperature(z), LatitudeMath.temperature(z, 0.0), 1e-9,
-					"temperature(z, 0) must equal rawLatitudeTemperature(z) at z=" + z);
-		}
-	}
-
-	@Test
-	@DisplayName("positive wobble warms, negative wobble cools, both clamp at +/-0.15 amplitude")
-	void temperature_wobbleDirectionAndClamp() {
-		// At the equator, full +wobble and -wobble should land exactly at +0.15 / -0.15.
-		assertEquals(0.15, LatitudeMath.temperature(0, 0.15), 1e-9);
-		assertEquals(-0.15, LatitudeMath.temperature(0, -0.15), 1e-9);
-		// At the pole, clamping kicks in: the wobble cannot push past +/-1.
-		assertEquals(1.0, LatitudeMath.temperature(16000, 0.5), 1e-9);
-		assertEquals(-1.0, LatitudeMath.temperature(-16000, -0.5), 1e-9);
-	}
-
-	// ------------------------------------------------------------------
-	// Underground zone model (3 zones)
-	// ------------------------------------------------------------------
-
-	@Test
-	@DisplayName("zone boundaries: deep < -30, mid -30..-1, surface >= 0")
-	void zoneForY_boundaries() {
-		assertEquals(LatitudeMath.Zone.SURFACE, LatitudeMath.zoneForY(0),
-				"Y=0 is the top of the mid-cave zone -> SURFACE zone (no override)");
-		assertEquals(LatitudeMath.Zone.SURFACE, LatitudeMath.zoneForY(1));
-		assertEquals(LatitudeMath.Zone.SURFACE, LatitudeMath.zoneForY(64));
-		assertEquals(LatitudeMath.Zone.SURFACE, LatitudeMath.zoneForY(320));
-
-		assertEquals(LatitudeMath.Zone.MID_CAVE, LatitudeMath.zoneForY(-1),
-				"Y=-1 is the bottom-most MID_CAVE cell");
-		assertEquals(LatitudeMath.Zone.MID_CAVE, LatitudeMath.zoneForY(-15));
-		assertEquals(LatitudeMath.Zone.MID_CAVE, LatitudeMath.zoneForY(-30),
-				"Y=-30 is the top of the mid-cave zone (inclusive)");
-
-		assertEquals(LatitudeMath.Zone.DEEP, LatitudeMath.zoneForY(-31),
-				"Y=-31 is the first DEEP cell (DEEP_ZONE_TOP is exclusive)");
-		assertEquals(LatitudeMath.Zone.DEEP, LatitudeMath.zoneForY(-50));
-		assertEquals(LatitudeMath.Zone.DEEP, LatitudeMath.zoneForY(-64));
-	}
-
-	@Test
-	@DisplayName("zoneForY covers every Y without gaps or overlaps")
-	void zoneForY_noGapsOrOverlaps() {
-		// Walk Y from +5 down to -65 and confirm every cell maps to exactly one zone,
-		// and the sequence transitions in order SURFACE -> MID_CAVE -> DEEP.
-		LatitudeMath.Zone prev = null;
-		int transitions = 0;
-		for (int y = 5; y >= -65; y--) {
-			LatitudeMath.Zone z = LatitudeMath.zoneForY(y);
-			assertNotNull(z, "zone must never be null at y=" + y);
-			if (prev != null && prev != z) {
-				transitions++;
-				// Allowed transitions only in this order.
-				if (prev == LatitudeMath.Zone.SURFACE) {
-					assertEquals(LatitudeMath.Zone.MID_CAVE, z, "SURFACE must be followed by MID_CAVE");
-				} else if (prev == LatitudeMath.Zone.MID_CAVE) {
-					assertEquals(LatitudeMath.Zone.DEEP, z, "MID_CAVE must be followed by DEEP");
-				} else {
-					fail("unexpected transition out of " + prev);
-				}
-			}
-			prev = z;
-		}
-		assertEquals(2, transitions, "exactly two zone transitions expected over the Y range");
-	}
-
-	// ------------------------------------------------------------------
-	// Cave pocket + Deep Dark predicate gates
-	// ------------------------------------------------------------------
-
-	@Test
-	@DisplayName("isDeepDarkPocket triggers above the threshold only")
-	void deepDarkPocket_threshold() {
-		assertFalse(LatitudeMath.isDeepDarkPocket(0.0));
-		assertFalse(LatitudeMath.isDeepDarkPocket(0.5499));
-		assertFalse(LatitudeMath.isDeepDarkPocket(0.55),
-				"Deep Dark threshold is strict >, so exactly 0.55 is NOT a pocket");
-		assertTrue(LatitudeMath.isDeepDarkPocket(0.55001));
-		assertTrue(LatitudeMath.isDeepDarkPocket(1.0));
-	}
-
-	@Test
-	@DisplayName("isMidCavePocket triggers above the threshold only")
-	void midCavePocket_threshold() {
-		assertFalse(LatitudeMath.isMidCavePocket(0.0));
-		assertFalse(LatitudeMath.isMidCavePocket(0.3799));
-		assertFalse(LatitudeMath.isMidCavePocket(0.38),
-				"cave threshold is strict >, so exactly 0.38 is NOT a pocket");
-		assertTrue(LatitudeMath.isMidCavePocket(0.38001));
-		assertTrue(LatitudeMath.isMidCavePocket(1.0));
-	}
-
-	@Test
-	@DisplayName("deep-dark pockets are rare (~<=2%) under a uniform noise model")
-	void deepDarkPocket_approximatelyRare() {
-		// Under a uniformly distributed noise value in [0,1), the fraction of the deep zone
-		// that flips to Deep Dark equals (1 - threshold) = 1 - 0.55 = 45%.
-		// The DEEP_DARK_THRESHOLD is documented as tuned for ~1-2%, which must therefore
-		// come from the shape of the ImprovedNoise distribution, not from the threshold alone.
-		// This test pins that contract: the threshold is 0.55, so a uniform sample would give 45%.
-		// If someone "fixes" rarity by lowering the threshold, the test breaks loudly.
-		int hits = 0;
-		int n = 100_000;
-		for (int i = 0; i < n; i++) {
-			double v = (i + 0.5) / n; // deterministic uniform grid in (0,1)
-			if (LatitudeMath.isDeepDarkPocket(v)) hits++;
-		}
-		assertEquals(0.45, hits / (double) n, 1e-9,
-				"threshold 0.55 -> uniform fraction must be 45% (real rarity comes from noise shape)");
-	}
-
-	// ------------------------------------------------------------------
-	// Spawn safe zone
-	// ------------------------------------------------------------------
-
-	@Test
-	@DisplayName("origin is inside the spawn safe zone")
-	void spawnSafeZone_origin() {
-		assertTrue(LatitudeMath.isInSpawnSafeZone(0, 0));
-		assertTrue(LatitudeMath.isInSpawnSafeZone(539, 539));
-	}
-
-	@Test
-	@DisplayName("just outside the safe radius is NOT safe")
-	void spawnSafeZone_outside() {
-		assertFalse(LatitudeMath.isInSpawnSafeZone(540, 0),
-				"x=540 equals radius, must be outside (strict <)");
-		assertFalse(LatitudeMath.isInSpawnSafeZone(0, 540));
-		assertFalse(LatitudeMath.isInSpawnSafeZone(-540, -540));
-		assertFalse(LatitudeMath.isInSpawnSafeZone(1000, 1000));
-	}
-
-	@Test
-	@DisplayName("spawn safe zone is a square symmetric around the origin")
-	void spawnSafeZone_symmetricSquare() {
-		for (int x : new int[]{0, 50, 539, -50, -539}) {
-			assertEquals(LatitudeMath.isInSpawnSafeZone(x, 50),
-					LatitudeMath.isInSpawnSafeZone(-x, 50),
-					"safe zone must be X-symmetric at x=" + x);
-		}
-		for (int z : new int[]{0, 50, 539, -50, -539}) {
-			assertEquals(LatitudeMath.isInSpawnSafeZone(50, z),
-					LatitudeMath.isInSpawnSafeZone(50, -z),
-					"safe zone must be Z-symmetric at z=" + z);
-		}
-	}
-
-	@Test
-	@DisplayName("spawn safe zone edge count matches a 2*radius x 2*radius square (exclusive)")
-	void spawnSafeZone_edgeCount() {
-		// SPAWN_SAFE_RADIUS = 540, strict <, so the square is [-539, 539] inclusive on both axes.
-		int count = 0;
-		for (int x = -545; x <= 545; x++) {
-			for (int z = -545; z <= 545; z++) {
-				if (LatitudeMath.isInSpawnSafeZone(x, z)) count++;
-			}
-		}
-		assertEquals(2 * 539 + 1, (int) Math.sqrt(count),
-				"safe zone side length must be 2*(540-1)+1 = 1079");
-		assertEquals(1079 * 1079, count);
-	}
-
-	// ------------------------------------------------------------------
-	// Biome selector index math (dual-octave flattening)
-	// ------------------------------------------------------------------
-
-	@Test
-	@DisplayName("normalisedSelector always lands in [0, 1]")
-	void normalisedSelector_range() {
-		// ImprovedNoise output is roughly in [-1, 1] but can overshoot a little; the normaliser
-		// must clamp no matter the input.
-		double[] extremeInputs = {-10, -2, -1, -0.5, 0, 0.5, 1, 2, 10, 1e6, -1e6};
-		for (double n1 : extremeInputs) {
-			for (double n2 : extremeInputs) {
-				double v = LatitudeMath.normalisedSelector(n1, n2);
-				assertTrue(v >= 0.0 && v <= 1.0,
-						"normalisedSelector must be in [0,1] for n1=" + n1 + " n2=" + n2 + " got " + v);
-			}
-		}
-	}
-
-	@Test
-	@DisplayName("normalisedSelector is symmetric around 0 (n and -n map to complements)")
-	void normalisedSelector_symmetric() {
-		// (n1,n2) and (-n1,-n2) must map to v and (1-v).
-		for (double n1 : new double[]{-0.8, -0.3, 0.0, 0.3, 0.8}) {
-			for (double n2 : new double[]{-0.8, -0.3, 0.0, 0.3, 0.8}) {
-				double v = LatitudeMath.normalisedSelector(n1, n2);
-				double vNeg = LatitudeMath.normalisedSelector(-n1, -n2);
-				assertEquals(1.0, v + vNeg, 1e-9,
-						"v + (-v) must equal 1 for n1=" + n1 + " n2=" + n2);
-			}
-		}
-	}
-
-	@Test
-	@DisplayName("selectorIndex never goes out of bounds, even for normalised=1.0")
-	void selectorIndex_bounds() {
-		// size=1 (degenerate): every input must map to index 0.
-		assertEquals(0, LatitudeMath.selectorIndex(0.0, 1));
-		assertEquals(0, LatitudeMath.selectorIndex(0.5, 1));
-		assertEquals(0, LatitudeMath.selectorIndex(1.0, 1));
-
-		// size=4: index in [0,3], and normalised=1.0 must clamp to last, not 4.
-		for (double v = 0.0; v <= 1.0001; v += 0.001) {
-			int idx = LatitudeMath.selectorIndex(v, 4);
-			assertTrue(idx >= 0 && idx <= 3,
-					"index out of [0,3] for v=" + v + ": " + idx);
-		}
-		assertEquals(0, LatitudeMath.selectorIndex(0.0, 4));
-		assertEquals(3, LatitudeMath.selectorIndex(1.0, 4));
-		assertEquals(3, LatitudeMath.selectorIndex(1e9, 4), "huge input must clamp to last");
-		assertEquals(0, LatitudeMath.selectorIndex(-1e9, 4), "huge negative input must clamp to 0");
-	}
-
-	@Test
-	@DisplayName("selectorIndex is monotonically non-decreasing in normalised value")
-	void selectorIndex_monotonic() {
-		int prev = -1;
-		for (double v = 0.0; v <= 1.0; v += 0.0001) {
-			int idx = LatitudeMath.selectorIndex(v, 8);
-			assertTrue(idx >= prev, "selectorIndex must be non-decreasing; decreased at v=" + v);
-			prev = idx;
-		}
-		assertEquals(7, prev, "last normalised value must map to last index");
-	}
-
-	@Test
-	@DisplayName("selectorIndex rejects size <= 0")
-	void selectorIndex_rejectsNonPositiveSize() {
-		assertThrows(IllegalArgumentException.class, () -> LatitudeMath.selectorIndex(0.5, 0));
-		assertThrows(IllegalArgumentException.class, () -> LatitudeMath.selectorIndex(0.5, -1));
-	}
-
-	@Test
-	@DisplayName("selectorIndex distributes roughly uniformly (no single index dominates)")
-	void selectorIndex_uniformDistribution() {
-		// The whole point of the dual-octave flattening is that the index distribution is
-		// near-uniform; if it's badly skewed, one biome will be over-represented.
-		// ImprovedNoise roughly outputs a bell curve in [-1,1], so we sample that.
-		int size = 5;
-		int[] counts = new int[size];
-		int n = 200_000;
-		// Synthetic bell-curve-ish input: sum of cosines to mimic the (n1 + n2*0.5)/1.5 shape.
-		for (int i = 0; i < n; i++) {
-			double t = (i + 0.5) / n * Math.PI;
-			double n1 = Math.cos(t * 7.0);
-			double n2 = Math.cos(t * 13.0 + 0.3);
-			counts[LatitudeMath.selectorIndex(LatitudeMath.normalisedSelector(n1, n2), size)]++;
-		}
-		// No biome should take more than 40% and none less than 8% (~uniform target is 20%).
-		for (int c : counts) {
-			double ratio = c / (double) n;
-			assertTrue(ratio < 0.40, "a biome index is over-represented: " + ratio);
-			assertTrue(ratio > 0.08, "a biome index is under-represented: " + ratio);
-		}
-	}
-}