diff --git a/.gitignore b/.gitignore
index 361b73c..cd25f72 100644
--- a/.gitignore
+++ b/.gitignore
@@ -59,3 +59,4 @@ target/
 
 .DS_Store
 bin/map_*.png
+bin/export*.json
diff --git a/bin/example.py b/bin/example.py
index 9507d22..ee10f36 100644
--- a/bin/example.py
+++ b/bin/example.py
@@ -3,13 +3,16 @@
 
 options = {
     "map_type": MapType.terran,
+    "surface_pressure": 1013.25,
+    "axial_tilt": 23,
     "size": 100,
-    "base_temp": 0,
-    "avg_temp": 15,
+    "base_temp": -19.50,
+    "avg_temp": 12,
     "sea_percent": 60,
     "hydrosphere": True,
-    "num_rivers": 50,
-    "num_territories": 50
+    "num_rivers": 125,
+    "num_territories": 0
 }
 
-generate(options)
+gen = generate(options, image=True)
+# gen.export('bin/export3.json')
diff --git a/bin/export.json b/bin/export.json
new file mode 100644
index 0000000..ad26926
--- /dev/null
+++ b/bin/export.json
@@ -0,0 +1 @@
+{"hexes": [[{"biome": {"code": "a", "name": "arctic", "title": "Arctic", "base_fertility": 1, "color": [224, 224, 224], "id": 1, "color_satellite": [132, 152, 159]}, "temperature": -13.76, "altitude": 96.0, "is_inland": false, "colors": {"biome": [0, 20, 170], "satellite": [22, 52, 63], "temperature": [10.5, 229.0, 255.0], "terrain": [0, 15, 120], "rivers": [0, 20, 130]}, "edges": {"north_east": {"is_river": false, "direction": "south", "is_coast": true}, "south_west": {"is_river": false, "direction": "south_east", "is_coast": false}, "south_east": {"is_river": false, "direction": "south_west", "is_coast": false}, "west": {"is_river": false, "direction": "south", "is_coast": true}, "east": {"is_river": false, "direction": "south", "is_coast": false}, "north_west": {"is_river": false, "direction": "south", "is_coast": true}}, "geoform": "a57fc6ab4a1b4b0d89d7bb2e0f80437c", "moisture": 0, "x": 0, "y": 0, "id": "b199d1fcfc074c4d9fba6b965190e587", "type": "ocean", "is_coast": true}, {"biome": {"code": "a", "name": "arctic", "title": "Arctic", "base_fertility": 1, "color": [224, 224, 224], "id": 1, "color_satellite": [132, 152, 159]}, "temperature": -15.49, "altitude": 105.0, "is_inland": false, "colors": {"biome": [0, 20, 170], "satellite": [21, 51, 62], "temperature": [0.0, 203.0, 255.0], "terrain": [0, 15, 120], "rivers": [0, 20, 130]}, "edges": {"north_east": {"is_river": false, "direction": "south", "is_coast": false}, "south_west": {"is_river": false, "direction": "south_east", "is_coast": false}, "south_east": {"is_river": false, "direction": "south_west", "is_coast": false}, "west": {"is_river": false, "direction": "south", "is_coast": false}, "east": {"is_river": false, "direction": "south", "is_coast": false}, "north_west": {"is_river": false, "direction": "south", "is_coast": false}}, "geoform": "a57fc6ab4a1b4b0d89d7bb2e0f80437c", "moisture": 0, "x": 0, "y": 1, "id": "6c41330e875a4318856ff3b3a8d90b14", "type": "ocean", "is_coast": false}, {"biome": {"code": "a", "name": "arctic", "title": "Arctic", "base_fertility": 1, "color": [224, 224, 224], "id": 1, "color_satellite": [132, 152, 159]}, "temperature": -12.62, "altitude": 128.0, "is_inland": false, "colors": {"biome": [0, 20, 170], "satellite": [20, 50, 61], "temperature": [21.0, 255.0, 255.0], "terrain": [0, 15, 120], "rivers": [0, 20, 130]}, "edges": {"north_east": {"is_river": false, "direction": "south", "is_coast": false}, "south_west": {"is_river": false, "direction": "south_east", "is_coast": false}, "south_east": {"is_river": false, "direction": "south_west", "is_coast": false}, "west": {"is_river": false, "direction": "south", "is_coast": false}, "east": {"is_river": false, "direction": "south", "is_coast": false}, "north_west": {"is_river": false, "direction": "south", "is_coast": false}}, "geoform": "a57fc6ab4a1b4b0d89d7bb2e0f80437c", "moisture": 0, "x": 0, "y": 2, "id": "99a6d4b679824fc1ac4e8378a313c721", "type": "ocean", "is_coast": false}, {"biome": {"code": "a", "name": "arctic", "title": "Arctic", "base_fertility": 1, "color": [224, 224, 224], "id": 1, "color_satellite": [132, 152, 159]}, "temperature": -15.75, "altitude": 101.0, "is_inland": false, "colors": {"biome": [0, 20, 170], "satellite": [20, 50, 61], "temperature": [0.0, 203.0, 255.0], "terrain": [0, 15, 120], "rivers": [0, 20, 130]}, "edges": {"north_east": {"is_river": false, "direction": "south", "is_coast": false}, "south_west": {"is_river": false, "direction": "south_east", "is_coast": false}, "south_east": {"is_river": false, "direction": "south_west", "is_coast": false}, "west": {"is_river": false, "direction": "south", "is_coast": false}, "east": {"is_river": false, "direction": "south", "is_coast": false}, "north_west": {"is_river": false, "direction": "south", "is_coast": false}}, "geoform": "a57fc6ab4a1b4b0d89d7bb2e0f80437c", "moisture": 0, "x": 0, "y": 3, "id": "6022bad5da9346a1914603fb9e57c287", "type": "ocean", "is_coast": false}, {"biome": {"code": "a", "name": "arctic", "title": "Arctic", "base_fertility": 1, "color": [224, 224, 224], "id": 1, "color_satellite": [132, 152, 159]}, "temperature": -15.88, "altitude": 100.0, "is_inland": false, "colors": {"biome": [0, 20, 170], "satellite": [21, 51, 62], "temperature": [0.0, 203.0, 255.0], "terrain": [0, 15, 120], "rivers": [0, 20, 130]}, "edges": {"north_east": {"is_river": false, "direction": "south", "is_coast": false}, "south_west": {"is_river": false, "direction": "south_east", "is_coast": false}, "south_east": {"is_river": false, "direction": "south_west", "is_coast": false}, "west": {"is_river": false, "direction": "south", "is_coast": false}, "east": {"is_river": false, "direction": "south", "is_coast": false}, "north_west": {"is_river": false, "direction": "south", "is_coast": false}}, "geoform": "a57fc6ab4a1b4b0d89d7bb2e0f80437c", "moisture": 0, "x": 0, "y": 4, "id": "d29d7f603e2c4578a9839e9faed29229", "type": "ocean", "is_coast": false}, {"biome": {"code": "a", "name": "arctic", "title": "Arctic", "base_fertility": 1, "color": [224, 224, 224], "id": 1, "color_satellite": [132, 152, 159]}, "temperature": -19.13, "altitude": 93.0, "is_inland": false, "colors": {"biome": [0, 20, 170], "satellite": [20, 50, 61], "temperature": [0.0, 179.0, 255.0], "terrain": [0, 15, 120], "rivers": [0, 20, 130]}, "edges": {"north_east": {"is_river": false, "direction": "south", "is_coast": false}, "south_west": {"is_river": false, "direction": "south_east", "is_coast": false}, "south_east": {"is_river": false, "direction": "south_west", "is_coast": false}, "west": {"is_river": false, "direction": "south", "is_coast": false}, "east": {"is_river": false, "direction": "south", "is_coast": false}, "north_west": {"is_river": false, "direction": "south", "is_coast": false}}, "geoform": "a57fc6ab4a1b4b0d89d7bb2e0f80437c", "moisture": 0, "x": 0, "y": 5, "id": "c105885494ee4846a4ebf958d9664d96", "type": "ocean", "is_coast": false}, {"biome": {"code": "a", "name": "arctic", "title": "Arctic", "base_fertility": 1, "color": [224, 224, 224], "id": 1, "color_satellite": [132, 152, 159]}, "temperature": -15.13, "altitude": 106.0, "is_inland": false, "colors": {"biome": [0, 20, 170], "satellite": [20, 50, 61], "temperature": [10.5, 229.0, 255.0], "terrain": [0, 15, 120], "rivers": [0, 20, 130]}, "edges": {"north_east": {"is_river": false, "direction": "south", "is_coast": false}, "south_west": {"is_river": false, "direction": "south_east", "is_coast": false}, "south_east": {"is_river": false, "direction": "south_west", "is_coast": false}, "west": {"is_river": false, "direction": "south", "is_coast": false}, "east": {"is_river": false, "direction": "south", "is_coast": false}, "north_west": {"is_river": false, "direction": "south", "is_coast": false}}, "geoform": "a57fc6ab4a1b4b0d89d7bb2e0f80437c", "moisture": 0, "x": 0, "y": 6, "id": "0b8195b3ebe844c9b80623b0d0233989", "type": "ocean", "is_coast": false}, {"biome": {"code": "a", "name": "arctic", "title": "Arctic", "base_fertility": 1, "color": [224, 224, 224], "id": 1, "color_satellite": [132, 152, 159]}, "temperature": -18.62, "altitude": 97.0, "is_inland": false, "colors": {"biome": [0, 20, 170], "satellite": [21, 51, 62], "temperature": [0.0, 179.0, 255.0], "terrain": [0, 15, 120], "rivers": [0, 20, 130]}, "edges": {"north_east": {"is_river": false, "direction": "south", "is_coast": false}, "south_west": {"is_river": false, "direction": "south_east", "is_coast": false}, "south_east": {"is_river": false, "direction": "north_east", "is_coast": false}, "west": {"is_river": false, "direction": "south", "is_coast": false}, "east": {"is_river": false, "direction": "south", "is_coast": false}, "north_west": {"is_river": false, "direction": "south", "is_coast": false}}, "geoform": "a57fc6ab4a1b4b0d89d7bb2e0f80437c", "moisture": 0, "x": 0, "y": 7, "id": "bb531ff7e9a34f1c88235a8405a29903", "type": "ocean", "is_coast": false}, {"biome": {"code": "a", "name": "arctic", "title": "Arctic", "base_fertility": 1, "color": [224, 224, 224], "id": 1, "color_satellite": [132, 152, 159]}, "temperature": -18.62, "altitude": 78.0, "is_inland": false, "colors": {"biome": [0, 20, 170], "satellite": [20, 50, 61], "temperature": [0.0, 203.0, 255.0], "terrain": [0, 15, 120], "rivers": [0, 20, 130]}, "edges": {"north_east": {"is_river": false, "direction": "south", "is_coast": false}, "south_west": {"is_river": false, "direction": "south_east", "is_coast": false}, "south_east": {"is_river": false, "direction": "north_east", "is_coast": false}, "west": {"is_river": false, "direction": "south", "is_coast": false}, "east": {"is_river": false, "direction": "south", "is_coast": false}, "north_west": {"is_river": false, "direction": "south", "is_coast": false}}, "geoform": "a57fc6ab4a1b4b0d89d7bb2e0f80437c", "moisture": 0, "x": 0, "y": 8, "id": "6229abcd1cb14d45a980e1298324d112", "type": "ocean", "is_coast": false}, {"biome": {"code": "a", "name": "arctic", "title": "Arctic", "base_fertility": 1, "color": [224, 224, 224], "id": 1, "color_satellite": [132, 152, 159]}, "temperature": -17.62, "altitude": 67.0, "is_inland": false, "colors": {"biome": [0, 20, 170], "satellite": [21, 51, 62], "temperature": [0.0, 179.0, 255.0], "terrain": [0, 15, 120], "rivers": [0, 20, 130]}, "edges": {"north_east": {"is_river": false, "direction": "south", "is_coast": false}, "south_west": {"is_river": false, "direction": "south_east", "is_coast": false}, "south_east": {"is_river": false, "direction": "north_east", "is_coast": false}, "west": {"is_river": false, "direction": "south", "is_coast": false}, "east": {"is_river": false, "direction": "south", "is_coast": false}, "north_west": {"is_river": false, "direction": "south", "is_coast": false}}, "geoform": "a57fc6ab4a1b4b0d89d7bb2e0f80437c", "moisture": 0, "x": 0, "y": 9, "id": "7c7df8ccedee4e528018164cb1026cdd", "type": "ocean", "is_coast": false}, {"biome": {"code": "a", "name": "arctic", "title": "Arctic", "base_fertility": 1, "color": [224, 224, 224], "id": 1, "color_satellite": [132, 152, 159]}, "temperature": -22.62, "altitude": 46.0, "is_inland": false, "colors": {"biome": [0, 20, 170], "satellite": [20, 50, 61], "temperature": [0.0, 155.0, 255.0], "terrain": [0, 15, 120], "rivers": [0, 20, 130]}, "edges": {"north_east": {"is_river": false, "direction": "south", "is_coast": false}, "south_west": {"is_river": false, "direction": "south_east", "is_coast": false}, "south_east": {"is_river": false, "direction": "north_east", "is_coast": false}, "west": {"is_river": false, "direction": "south", "is_coast": false}, "east": {"is_river": false, "direction": "south", "is_coast": false}, "north_west": {"is_river": false, "direction": "south", "is_coast": false}}, "geoform": "a57fc6ab4a1b4b0d89d7bb2e0f80437c", "moisture": 0, "x": 0, "y": 10, "id": "6678572e291147d1b550c96171a97177", "type": "ocean", "is_coast": false}, {"biome": {"code": "a", "name": "arctic", "title": "Arctic", "base_fertility": 1, "color": [224, 224, 224], "id": 1, "color_satellite": [132, 152, 159]}, "temperature": -20.88, "altitude": 39.0, "is_inland": false, "colors": {"biome": [0, 20, 170], "satellite": [20, 50, 61], "temperature": [0.0, 179.0, 255.0], "terrain": [0, 15, 120], "rivers": [0, 20, 130]}, "edges": {"north_east": {"is_river": false, "direction": "south", "is_coast": false}, "south_west": {"is_river": false, "direction": "north_west", "is_coast": false}, "south_east": {"is_river": false, "direction": "north_east", "is_coast": false}, "west": {"is_river": false, "direction": "south", "is_coast": false}, "east": {"is_river": false, "direction": "south", "is_coast": false}, "north_west": {"is_river": false, "direction": "south", "is_coast": false}}, "geoform": "a57fc6ab4a1b4b0d89d7bb2e0f80437c", "moisture": 0, "x": 0, "y": 11, "id": "61adccb2b7ab47838dd43b2ac8ca2c17", "type": "ocean", "is_coast": false}, {"biome": {"code": "a", "name": "arctic", "title": "Arctic", "base_fertility": 1, "color": [224, 224, 224], "id": 1, "color_satellite": [132, 152, 159]}, "temperature": -23.0, "altitude": 22.0, "is_inland": false, "colors": {"biome": [0, 20, 170], "satellite": [22, 52, 63], "temperature": [0.0, 126.0, 255.0], "terrain": [0, 15, 120], "rivers": [0, 20, 130]}, "edges": {"north_east": {"is_river": false, "direction": "south", "is_coast": false}, "south_west": {"is_river": false, "direction": "south_east", "is_coast": false}, "south_east": {"is_river": false, "direction": "north_east", "is_coast": false}, "west": {"is_river": false, "direction": "south", "is_coast": false}, "east": {"is_river": false, "direction": "south", "is_coast": false}, "north_west": {"is_river": false, "direction": "south", "is_coast": false}}, "geoform": "a57fc6ab4a1b4b0d89d7bb2e0f80437c", "moisture": 0, "x": 0, "y": 12, "id": "c886ee8d88c84ed793eab38ccb1af9fb", "type": "ocean", "is_coast": false}, {"biome": {"code": "a", "name": "arctic", "title": "Arctic", "base_fertility": 1, "color": [224, 224, 224], "id": 1, "color_satellite": [132, 152, 159]}, "temperature": -23.62, "altitude": 38.0, "is_inland": false, "colors": {"biome": [0, 20, 170], "satellite": [21, 51, 62], "temperature": [0.0, 155.0, 255.0], "terrain": [0, 15, 120], "rivers": [0, 20, 130]}, "edges": {"north_east": {"is_river": false, "direction": "south", "is_coast": false}, "south_west": {"is_river": false, "direction": "north_west", "is_coast": false}, "south_east": {"is_river": false, "direction": "south_west", "is_coast": false}, "west": {"is_river": false, "direction": "south", "is_coast": false}, "east": {"is_river": false, "direction": "south", "is_coast": false}, "north_west": {"is_river": false, "direction": "south", "is_coast": false}}, "geoform": "a57fc6ab4a1b4b0d89d7bb2e0f80437c", "moisture": 0, "x": 0, "y": 13, "id": "071accb5e2ad44d782dc9212b4c21052", "type": "ocean", "is_coast": false}, {"biome": {"code": "a", "name": "arctic", "title": "Arctic", "base_fertility": 1, "color": [224, 224, 224], "id": 1, "color_satellite": [132, 152, 159]}, "temperature": -20.88, "altitude": 39.0, "is_inland": false, "colors": {"biome": [0, 20, 170], "satellite": [20, 50, 61], "temperature": [0.0, 179.0, 255.0], "terrain": [0, 15, 120], "rivers": [0, 20, 130]}, "edges": {"north_east": {"is_river": false, "direction": "south", "is_coast": false}, "south_west": {"is_river": false, "direction": "south_east", "is_coast": false}, "south_east": {"is_river": false, "direction": "north_east", "is_coast": false}, "west": {"is_river": false, "direction": "south", "is_coast": false}, "east": {"is_river": false, "direction": "south", "is_coast": false}, "north_west": {"is_river": false, "direction": "south", "is_coast": false}}, "geoform": "a57fc6ab4a1b4b0d89d7bb2e0f80437c", "moisture": 0, "x": 0, "y": 14, "id": "cac79e33771147d7be7c28da20f8968b", "type": "ocean", "is_coast": false}, {"biome": {"code": "a", "name": "arctic", "title": "Arctic", "base_fertility": 1, "color": [224, 224, 224], "id": 1, "color_satellite": [132, 152, 159]}, "temperature": -25.87, "altitude": 41.0, "is_inland": false, "colors": {"biome": [0, 20, 170], "satellite": [22, 52, 63], "temperature": [0.0, 126.0, 255.0], "terrain": [0, 15, 120], "rivers": [0, 20, 130]}, "edges": {"north_east": {"is_river": false, "direction": "south", "is_coast": false}, "south_west": {"is_river": false, "direction": "south_east", "is_coast": false}, "south_east": {"is_river": false, "direction": "south_west", "is_coast": false}, "west": {"is_river": false, "direction": "south", "is_coast": false}, "east": {"is_river": false, "direction": "south", "is_coast": false}, "north_west": {"is_river": false, "direction": "south", "is_coast": false}}, "geoform": "a57fc6ab4a1b4b0d89d7bb2e0f80437c", "moisture": 0, "x": 0, "y": 15, "id": "6ab1c3d7bedd4c51a1361ffcddf4dd6b", "type": "ocean", "is_coast": false}, {"biome": {"code": "a", "name": "arctic", "title": "Arctic", "base_fertility": 1, "color": [224, 224, 224], "id": 1, "color_satellite": [132, 152, 159]}, "temperature": -22.99, "altitude": 45.0, "is_inland": false, "colors": {"biome": [0, 20, 170], "satellite": [21, 51, 62], "temperature": [0.0, 155.0, 255.0], "terrain": [0, 15, 120], "rivers": [0, 20, 130]}, "edges": {"north_east": {"is_river": false, "direction": "south", "is_coast": false}, "south_west": {"is_river": false, "direction": "north_west", "is_coast": false}, "south_east": {"is_river": false, "direction": "south_west", "is_coast": false}, "west": {"is_river": false, "direction": "south", "is_coast": false}, "east": {"is_river": false, "direction": "south", "is_coast": false}, "north_west": {"is_river": false, "direction": "south", "is_coast": false}}, "geoform": "a57fc6ab4a1b4b0d89d7bb2e0f80437c", "moisture": 0, "x": 0, "y": 16, "id": "ef92d947f3bd447ab25e3d8611e7c771", "type": "ocean", "is_coast": false}, {"biome": {"code": "a", "name": "arctic", "title": "Arctic", 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"peninsula", "size": 1}, {"id": "f54d333af31d4af19c756525eff5c9b9", "type": "bay", "size": 1}, {"id": "785ffb0b4d174a4baec0c452a80ee93b", "type": "peninsula", "size": 2}, {"id": "a0f28ef197734622a531e23bfa7f539e", "type": "bay", "size": 1}, {"id": "438752f19ddd46ad9c3ebcf2e28146e1", "type": "strait", "size": 1}, {"id": "34e0f776ac9447a7ba9b650066e29155", "type": "isthmus", "size": 1}, {"id": "b3bb8a8f72ae41c3befe656aeea8389b", "type": "bay", "size": 1}, {"id": "f99f3776657a47edb24861d3c0afbfb4", "type": "bay", "size": 1}, {"id": "c4563c2669004817b5c84edeb050f290", "type": "peninsula", "size": 2}, {"id": "7eb10f665027419f8a669b5b631732d2", "type": "bay", "size": 1}, {"id": "723d935bbe57495a9b935d18eeb95821", "type": "peninsula", "size": 1}, {"id": "391e021cf9ed41d8b3525f8af74bf118", "type": "bay", "size": 1}, {"id": "1426a6822be54f03bd8f57fd53b638ed", "type": "isthmus", "size": 1}, {"id": "c4a263f341624e7c8b850ec2e7f4029b", "type": "isthmus", "size": 1}, {"id": "3f4fe4749dcc4605b75504925e0ef7c5", "type": "peninsula", "size": 1}, {"id": "cfae5f5ba751425eb45444fc8d2ddba6", "type": "peninsula", "size": 1}, {"id": "e3bf6ff05d2d4c70a0eed09e72915b3e", "type": "bay", "size": 1}, {"id": "9649c9112772432da41c230b39bdb81f", "type": "isthmus", "size": 1}, {"id": "f6572749cd824622898654e2e4ce1a19", "type": "peninsula", "size": 1}, {"id": "920f65c9e0ff40598ea39d20e949faff", "type": "bay", "size": 1}, {"id": "2bb252e88da74dddaeb4c4e2cdc80831", "type": "peninsula", "size": 1}, {"id": "cc0c3ddf730e4f89a4259bb29a3a93d2", "type": "bay", "size": 1}, {"id": "f49fcdc85fb34c75943e34716753172a", "type": "bay", "size": 1}, {"id": "0d572e3d4129453f9b9fa2fc58cfc368", "type": "strait", "size": 1}, {"id": "2a5920c70cf44595916803250a09513f", "type": "isthmus", "size": 1}, {"id": "eac416b6f4cb402f8e0134c25a0d2f0d", "type": "isthmus", "size": 1}, {"id": "8dc7c414530f4a3795ac1b788931acc7", "type": "isthmus", "size": 1}, {"id": "9c6738c6eb44475b8cdb2baeb12fbc66", "type": "isthmus", "size": 1}, {"id": "6026eb30369545a4866ecaf8561a52f6", "type": "bay", "size": 1}, {"id": "e852e727a564438b965a18bc9268e2e0", "type": "peninsula", "size": 2}, {"id": "d2476dff7105400ea9fbcc5f3f09aa1c", "type": "peninsula", "size": 1}, {"id": "6a1381cbb04a490cbfa9549570baa953", "type": "bay", "size": 1}, {"id": "45fd901ad7904c8b9a0e610038ed45a9", "type": "strait", "size": 1}, {"id": "b23bf24ea55542feb57e5e23542fa944", "type": "isthmus", "size": 1}, {"id": "ad44adcccf7f49748758bcaea01e3474", "type": "bay", "size": 1}, {"id": "5be7cf215ed944ca8c94370130e02ad5", "type": "peninsula", "size": 2}, {"id": "1b02c5f1844248b18e8ae78e2daae553", "type": "peninsula", "size": 1}, {"id": "b492dec7cae9492495a2b3f20e215bec", "type": "peninsula", "size": 1}, {"id": "7d5fc24fb90f424e808deb22233096f9", "type": "bay", "size": 1}, {"id": "11f98f3c5ed64dee9b12f7b989c8e999", "type": "peninsula", "size": 2}, {"id": "c0a87f33f66949d58d45c94f6b98291a", "type": "bay", "size": 1}, {"id": "a26229ebb57549e095bf312eabf3a361", "type": "peninsula", "size": 1}, {"id": "e5cfbb9f50df49eeac08b1a381dab906", "type": "bay", "size": 1}, {"id": "31be6c5f42554cada6700d8c6f97977d", "type": "peninsula", "size": 2}, {"id": "5ee5e61dc32942fab7623b66c214df10", "type": "bay", "size": 1}, {"id": "d8134940acde42518783923505b2c596", "type": "isthmus", "size": 1}, {"id": "20c14d40e3224fb9a5f092643257858f", "type": "peninsula", "size": 1}, {"id": "23c94d58a1ea4f2cacd71d02e3eed6e7", "type": "bay", "size": 1}, {"id": "a57fc6ab4a1b4b0d89d7bb2e0f80437c", "type": "ocean", "size": 6898}, {"id": "67b6064f6f50469ca36e7f48b3c9a9fa", "type": "continent", "size": 550}, {"id": "2b3fb3573ca6497aa0bc56027034bbec", "type": "continent", "size": 255}, {"id": "dc477f9fe4c544c18bc9a5226fd47ace", "type": "sea", "size": 68}, {"id": "f3d18a7ec44146de9a00deb6a2db115a", "type": "small_island", "size": 1}, {"id": "7ad6f0b83ae34089a53ceafe77b2565f", "type": "small_island", "size": 1}, {"id": "40078abf0cba4cc1bf56c5d3c7f87465", "type": "continent", "size": 1421}, {"id": "4f6d2bdfbbe74d6d8c64caf9e87a508a", "type": "small_island", "size": 13}, {"id": "b03cbe17ba9344cda348dc1fbffbc1d7", "type": "small_island", "size": 1}, {"id": "679cc3348c7f4c0593b372ba7a02ed78", "type": "large_island", "size": 33}, {"id": "cf55022c2d0b4198988d08650365319c", "type": "lake", "size": 1}, {"id": "cdbb190fb4e74d52a71c2cdbbb1d6ea6", "type": "lake", "size": 1}, {"id": "0bef77f114f5473787ad123093f60a21", "type": "continent", "size": 394}, {"id": "d596a0727ec54c6684c0b6fa6b5952c4", "type": "lake", "size": 2}, {"id": "5c4cdfd962b54f109adca11ee3002e9e", "type": "small_island", "size": 4}, {"id": "4eb59292da364a85990d5af49d1dd3f1", "type": "lake", "size": 1}, {"id": "226e986368b34850982f8238b2e0e269", "type": "lake", "size": 1}, {"id": "a6b8a1cda69a4165bacc18bce306488f", "type": "small_island", "size": 3}, {"id": "62fa122bbafa4c7d970f5db5c6c342f9", "type": "small_island", "size": 1}, {"id": "0ceabdb3fa6b4b17a5a11d05b7ca4789", "type": "small_island", "size": 1}, {"id": "4bc802844e974e13ad0a38c3e4f56a79", "type": "continent", "size": 203}, {"id": "9b926bb656084b76aa755d112598e742", "type": "small_island", "size": 1}, {"id": "21c0d3f81b224dc889f646d08ddcca57", "type": "lake", "size": 1}, {"id": "fd626dc2e4c3490e8c040a01b3ca601d", "type": "lake", "size": 1}, {"id": "8c1b0ee77de64e5d8b0bc8189aab7a16", "type": "small_island", "size": 1}, {"id": "714f899bde71456fb450f8f6f2c2f542", "type": "lake", "size": 1}, {"id": "08fd7f1625fc413ab7db6744612e07c1", "type": "small_island", "size": 1}, {"id": "0f0da00fd4204f2a9ccaad0d361cca2a", "type": "lake", "size": 1}, {"id": "16992647e42744b185870f907a44457c", "type": "small_island", "size": 1}, {"id": "fa54cc1a62e04558a3b4e641e7a94442", "type": "small_island", "size": 5}, {"id": "a734ac9b685c44fc958c8fa540e69a6a", "type": "small_island", "size": 1}, {"id": "1f3e4e51f36e4cacbe8660f7cd1d2fef", "type": "small_island", "size": 1}, {"id": "a55f3134fee74cec9308152a9175fea2", "type": "small_island", "size": 1}, {"id": "eda80e37711f4c87b950f14655c4cc61", "type": "small_island", "size": 1}, {"id": "d4bf9e366d5a40fcb6994e7552c1c3d1", "type": "small_island", "size": 1}, {"id": "560d25f98cfb4f7bbf5bbe9df0218943", "type": "lake", "size": 1}, {"id": "3ba61931206a4b539343684e11fc4859", "type": "lake", "size": 1}, {"id": "da7e79dd655e456fb60b529eaf65bb0c", "type": "small_island", "size": 1}, {"id": "1e9ccd2d14d349d092768b9d9c751b87", "type": "small_island", "size": 1}], "parameters": {"sea_percent": 60, "hydrosphere": true, "random_seed": null, "height_range": [0, 255], "year_length": 365, "roughness": 8, "num_rivers": 75, "axial_tilt": 23, "map_type": {"name": "terran", "colors": [[-25, [0, 15, 120]], [-15, [0, 20, 130]], [0, [0, 20, 170]], [20, [56, 89, 22]], [50, [75, 112, 9]], [75, [129, 135, 42]], [100, [196, 150, 95]], [110, [223, 190, 144]], [120, [233, 200, 154]], [135, [243, 210, 164]], [140, [253, 220, 174]]], "id": 1, "title": "Terran"}, "base_temp": -19.5, "ocean_type": {"name": "water", "id": 1, "title": "Water"}, "volanoes": false, "num_territories": 0, "craters": false, "pressure": 1, "surface_pressure": 1013.25, "day_length": 24, "avg_temp": 14, "size": 100}}
\ No newline at end of file
diff --git a/bin/parse.js b/bin/parse.js
new file mode 100644
index 0000000..c2fae19
--- /dev/null
+++ b/bin/parse.js
@@ -0,0 +1,20 @@
+var JSONStream = require('JSONStream');
+var fs = require('fs');
+
+var fileName = 'export.json';
+var fd = fs.openSync(fileName, 'r');
+var readStream = fs.createReadStream(fileName);
+var fileSize = fs.fstatSync(fd)['size'];
+console.log('File size: ', fileSize);
+
+var place = 0;
+
+readStream
+    .on('data', function (chunk) {
+        console.log(Math.round(place / fileSize * 100) / 100 + '%');
+        place += chunk.length;
+    })
+    .pipe(JSONStream.parse('hexes.*'))
+    .on('data', function(data) {
+        //console.dir(this);
+    });
diff --git a/climate.md b/climate.md
new file mode 100644
index 0000000..7df12fb
--- /dev/null
+++ b/climate.md
@@ -0,0 +1,28 @@
+
+
+
+pressure zonal changes
+
+| zone  | season | pressure |
+|-------|--------|----------|
+| land  | winter | high     |
+|       | summer | low      |
+| ocean |
+
+
+seasons
+
+| hemisphere | end year | mid year |
+|------------|----------|----------|
+| northern   | winter   | summer   |
+| southern   | summer   | winter   |
+
+
+ITCZ changes
+
+mid_year = move north
+end_year = move south
+
+max range of movement:
+    ocean     5 degrees
+    land      40 degrees
diff --git a/hexgen/__init__.py b/hexgen/__init__.py
index 4b10c8e..c1b0e25 100644
--- a/hexgen/__init__.py
+++ b/hexgen/__init__.py
@@ -3,13 +3,14 @@
 from hexgen.mapgen import MapGen
 from hexgen.hex import HexFeature
 from hexgen.constants import *
+from hexgen.enums import GeoformType
 from hexgen.draw import HexGridDraw
 
 # @exec_time
 def draw_grid(hex_grid):
     def color_heightmap(h):
-        alt = h.altitude
-        return alt, alt, alt
+        alt = int(h.altitude)
+        return (alt, alt, alt)
 
     # make terrain map
     def color_terrain(h):
@@ -18,8 +19,17 @@ def color_terrain(h):
     def color_rivers(h):
         return h.color_rivers
 
-    def color_temperature(h):
-        return h.color_temperature
+    def color_temperature_end_year(h):
+        return h.color_temperature[0]
+
+    def color_temperature_mid_year(h):
+        return h.color_temperature[1]
+
+    def temperature_end_year(h):
+        return h.temperature[0]
+
+    def temperature_mid_year(h):
+        return h.temperature[1]
 
     def color_biome(h):
         return h.color_biome
@@ -44,16 +54,75 @@ def color_resources(h):
             return h.resource.get('type').color
         return (100, 100, 100)
 
-    HexGridDraw(hex_grid, color_features, "map_features.png", show_coasts=True, rivers=False)
-    HexGridDraw(hex_grid, color_heightmap, "map_height.png", rivers=False, show_coasts=True)
-    HexGridDraw(hex_grid, color_terrain, "map_terrain.png", rivers=True)
-    HexGridDraw(hex_grid, color_rivers, "map_rivers.png", rivers=True)
-    HexGridDraw(hex_grid, color_temperature, "map_temp.png", rivers=False, show_coasts=True)
+    def color_zone(h):
+        return h.zone.color
+
+    def key_zone(h):
+        return h.zone.map_key
+
+    def hex_latitude(h):
+        return h.latitude
+
+    def color_pressure_end_year(h):
+        return h.color_pressure[0]
+
+    def color_pressure_mid_year(h):
+        return h.color_pressure[1]
+
+    def pressure_number_end_year(h):
+        return h.pressure[0]
+
+    def pressure_number_mid_year(h):
+        return h.pressure[1]
+
+    def color_wind_end_year(h):
+        return h.color_pressure[0]
+
+    def color_wind_mid_year(h):
+        return h.color_pressure[1]
+
+    def wind_display_end_year(h):
+        wind = h.wind[0].get('direction')
+        if wind:
+            return wind.arrow
+        return "-"
+
+    def wind_display_mid_year(h):
+        wind = h.wind[1].get('direction')
+        if wind:
+            return wind.arrow
+        return "-"
+
+    def color_hex_type(h):
+        if h.is_land:
+            return (0, 255, 0)
+        return (0, 0, 255)
+
+    def color_geoforms(h):
+        for g in GeoformType.list():
+            if h.geoform.type is g:
+                return g.color
+        return (0, 0, 255)
+
+    # HexGridDraw(hex_grid, color_features, "map_features.png", show_coasts=True, rivers=False)
+    # HexGridDraw(hex_grid, color_heightmap, "map_height.png",   rivers=False, show_coasts=True)
+    # HexGridDraw(hex_grid, color_terrain, "map_terrain.png",    rivers=True, show_coasts=True)
+    # HexGridDraw(hex_grid, color_hex_type, "map_hex_types.png", rivers=True, show_coasts=True)
+    HexGridDraw(hex_grid, color_geoforms, "map_geoforms.png", rivers=False, show_coasts=True)
+    HexGridDraw(hex_grid, color_rivers, "map_rivers.png", rivers=True, show_coasts=True)
+    HexGridDraw(hex_grid, color_temperature_end_year, "map_temp_end_year.png", rivers=False, show_coasts=True)
+    HexGridDraw(hex_grid, color_temperature_mid_year, "map_temp_mid_year.png", rivers=False, show_coasts=True)
     HexGridDraw(hex_grid, color_biome, "map_biome.png", rivers=False)
-    HexGridDraw(hex_grid, color_territories, "map_territories.png", rivers=False,
-                show_coasts=True, borders=True)
+    # HexGridDraw(hex_grid, color_territories, "map_territories.png", rivers=False,
+    #             show_coasts=True, borders=True)
     HexGridDraw(hex_grid, color_satellite, "map_satellite.png")
-    HexGridDraw(hex_grid, color_resources, "map_resources.png")
+    # HexGridDraw(hex_grid, color_resources, "map_resources.png")
+    # HexGridDraw(hex_grid, color_zone, "map_zone.png", text_func=key_zone, rivers=False, show_coasts=False)
+    # HexGridDraw(hex_grid, color_zone, "map_latitude.png", text_func=hex_latitude, rivers=False, show_coasts=False)
+    # HexGridDraw(hex_grid, color_pressure_end_year, "map_pressure_end_year.png", rivers=False, show_coasts=True)
+    # HexGridDraw(hex_grid, color_pressure_mid_year, "map_pressure_mid_year.png", rivers=False, show_coasts=True)
+    # HexGridDraw(hex_grid, color_wind_end_year, "map_wind_end_year.png", text_func=wind_display_end_year, rivers=False, show_coasts=True)
+    # HexGridDraw(hex_grid, color_wind_mid_year, "map_wind_mid_year.png", text_func=wind_display_mid_year, rivers=False, show_coasts=True)
 
     # report on territories
     for t in hex_grid.territories:
diff --git a/hexgen/calendar.py b/hexgen/calendar.py
new file mode 100644
index 0000000..4140b24
--- /dev/null
+++ b/hexgen/calendar.py
@@ -0,0 +1,73 @@
+import math
+import random
+
+class Month:
+
+    def __init__(self, ordinal, num_days, day_length):
+        self.ordinal = ordinal
+        self.num_days = num_days
+        self.day_length = day_length
+
+    def __repr__(self):
+        return "<Month ordinal={} " \
+                "num_days={} " \
+                "day_length={}>".format(self.ordinal, self.num_days, self.day_length)
+
+
+class Calendar:
+
+    def __init__(self, year_length, day_length, month_length_target=None):
+        self.year_length = year_length
+        self.day_length = day_length
+
+        self.months = []
+
+        # determine the number of months
+        # split the year_length into twelve months with an integer number of days
+        # each month should have around 30 days
+        if month_length_target is None:
+            if year_length > 35:
+                month_length_target = random.randint(25, 35)
+            else:
+                month_length_target = year_length / 2
+        # print("Target length of month: {}".format(month_length_target))
+
+        found_month_number = year_length
+        while(math.floor(year_length / found_month_number) < month_length_target):
+            num_months = found_month_number
+            found_month_number -= 1
+        # print("Number of months: {}".format(num_months))
+        even_split = year_length / num_months
+        # print("Length of each month if split evenly: {}".format(even_split))
+
+        days_left = year_length
+        even_split = math.floor(even_split)
+        for num in range(1, num_months + 1):
+            # print(days_left, '-', even_split, days_left - even_split, '<', 0)
+            if days_left - even_split < even_split:
+                num_days = days_left
+            else:
+                num_days = even_split
+            self.months.append( Month(num, num_days, day_length) )
+            days_left -= even_split
+
+        # print('total', sum([x.num_days for x in self.months]))
+
+#
+# import pprint
+# pp = pprint.PrettyPrinter(indent=4)
+# echo = pp.pprint
+#
+# def generate_calendar(len_year, len_day):
+#     """
+#     len_year = (int) length of year in Earth days
+#     len_day = (int) length of day in Earth hours
+#     """
+#     print("Generating calendar")
+#     calendar = Calendar(len_year, len_day)
+#     echo(calendar.months)
+#     return calendar
+#
+#
+# generate_calendar(365, 24)
+# generate_calendar(231, 34)
diff --git a/hexgen/draw.py b/hexgen/draw.py
index 7aa369a..d42c0ed 100644
--- a/hexgen/draw.py
+++ b/hexgen/draw.py
@@ -1,6 +1,7 @@
 from hexgen.hex import HexSide
-from PIL import Image, ImageDraw
+from PIL import Image, ImageDraw, ImageFont
 from hexgen.constants import SIDE_LENGTH, HEX_HEIGHT, HEX_RADIUS, HEX_RECT_HEIGHT, HEX_RECT_WIDTH
+from hexgen.util import Timer
 
 class HexGridDraw:
     """
@@ -8,60 +9,60 @@ class HexGridDraw:
     """
 
     def __init__(self, grid, color_func, file_name, rivers=True,
-                 numbers=False, show_coasts=False, borders=False):
+                 numbers=False, show_coasts=False, borders=False, text_func=None):
         self.image = Image.new("RGB", (int(HEX_RECT_WIDTH * (grid.hex_grid.size + 0.6)),
                                        int((HEX_RECT_WIDTH) * grid.hex_grid.size)))
         self.draw = ImageDraw.Draw(self.image)
         self.Grid = grid
         self.color_func = color_func
+        self.text_func = text_func
 
         self.numbers = numbers
         self.show_coasts = show_coasts
         self.borders = borders
 
-        for y in range(grid.hex_grid.size):
-            for x in range(grid.hex_grid.size):
-                h = grid.hex_grid.find_hex(x, y)
-                self.draw_hexagon(y * HEX_RECT_WIDTH + ((x % 2) * HEX_RADIUS),
-                                  x * (SIDE_LENGTH + HEX_HEIGHT), x, y)
+        with Timer("Making {}".format(file_name), True):
+            for y in range(grid.hex_grid.size):
+                for x in range(grid.hex_grid.size):
+                    h = grid.hex_grid.find_hex(x, y)
+                    self.draw_hexagon(y * HEX_RECT_WIDTH + ((x % 2) * HEX_RADIUS),
+                                      x * (SIDE_LENGTH + HEX_HEIGHT), x, y)
 
-                if self.show_coasts and grid.params.get('hydrosphere'):
-                    for e in h.edges:
-                        if h.is_land and e.two.is_water:
-                            self.draw_hex_edge(x, y, e.side, 4)
-                if self.borders:
-                    for e in h.edges:
-                        if e.one.is_owned and e.two.is_owned and \
-                                        e.one.territory.id != e.two.territory.id:
-                            self.draw_hex_edge(x, y, e.side, 2)
-                if rivers:
-                    cx = y * HEX_RECT_WIDTH + ( (x % 2) * HEX_RADIUS)
-                    cy = x * (SIDE_LENGTH + HEX_HEIGHT)
-                    origin = (cx + HEX_RADIUS, cy)
-                    pointer = (cx + HEX_RECT_WIDTH, cy + HEX_HEIGHT)
-                    pointer_2 = (cx + HEX_RECT_WIDTH, cy + HEX_HEIGHT + SIDE_LENGTH)
-                    pointer_3 = (cx + HEX_RADIUS, cy + HEX_RECT_HEIGHT)
-                    pointer_4 = (cx, cy + SIDE_LENGTH + HEX_HEIGHT)
-                    pointer_5 = (cx, cy + HEX_HEIGHT)
-                    segments = self.Grid.find_river(x, y)
-                    river_blue = (21, 52, 60)  # (255, 255, 255)
-                    for s in segments:
-                        # print("RiverSegment {} at {}, {}".format(s, x, y))
-                        if s is HexSide.north_east:
-                            self.draw.line([origin, pointer], river_blue, width=3)
-                        elif s is HexSide.east:
-                            self.draw.line([pointer, pointer_2], river_blue, width=3)
-                        elif s is HexSide.south_east:
-                            self.draw.line([pointer_2, pointer_3], river_blue, width=3)
-                        elif s is HexSide.south_west:
-                            self.draw.line([pointer_3, pointer_4], river_blue, width=3)
-                        elif s is HexSide.west:
-                            self.draw.line([pointer_4, pointer_5], river_blue, width=3)
-                        elif s is HexSide.north_west:
-                            self.draw.line([pointer_5, origin], river_blue, width=3)
-
-        print("Making ", file_name)
-        self.image.save('bin/' + file_name)
+                    if self.show_coasts and grid.params.get('hydrosphere'):
+                        for e in h.edges:
+                            if h.is_land and e.two.is_water:
+                                self.draw_hex_edge(x, y, e.side, 4)
+                    if self.borders:
+                        for e in h.edges:
+                            if e.one.is_owned and e.two.is_owned and \
+                                            e.one.territory.id != e.two.territory.id:
+                                self.draw_hex_edge(x, y, e.side, 2)
+                    if rivers:
+                        cx = y * HEX_RECT_WIDTH + ( (x % 2) * HEX_RADIUS)
+                        cy = x * (SIDE_LENGTH + HEX_HEIGHT)
+                        origin = (cx + HEX_RADIUS, cy)
+                        pointer = (cx + HEX_RECT_WIDTH, cy + HEX_HEIGHT)
+                        pointer_2 = (cx + HEX_RECT_WIDTH, cy + HEX_HEIGHT + SIDE_LENGTH)
+                        pointer_3 = (cx + HEX_RADIUS, cy + HEX_RECT_HEIGHT)
+                        pointer_4 = (cx, cy + SIDE_LENGTH + HEX_HEIGHT)
+                        pointer_5 = (cx, cy + HEX_HEIGHT)
+                        segments = self.Grid.find_river(x, y)
+                        river_blue = (200, 200, 200)  # (255, 255, 255)
+                        for s in segments:
+                            # print("RiverSegment {} at {}, {}".format(s, x, y))
+                            if s is HexSide.north_east:
+                                self.draw.line([origin, pointer], river_blue, width=3)
+                            elif s is HexSide.east:
+                                self.draw.line([pointer, pointer_2], river_blue, width=3)
+                            elif s is HexSide.south_east:
+                                self.draw.line([pointer_2, pointer_3], river_blue, width=3)
+                            elif s is HexSide.south_west:
+                                self.draw.line([pointer_3, pointer_4], river_blue, width=3)
+                            elif s is HexSide.west:
+                                self.draw.line([pointer_4, pointer_5], river_blue, width=3)
+                            elif s is HexSide.north_west:
+                                self.draw.line([pointer_5, origin], river_blue, width=3)
+            self.image.save('bin/' + file_name)
 
     def draw_hex_edge(self, x, y, side, width=3, color=(0, 0, 0)):
         s = side
@@ -121,3 +122,7 @@ def draw_hexagon(self, cx, cy, x, y):
             self.draw.text((cx + 4, cy + 19), str(y), fill=(200, 200, 200))
             self.draw.text((cx + 18, cy + 11), str(h.moisture), fill=(200, 200, 200))
             self.draw.text((cx + 18, cy + 19), str(h.temperature), fill=(200, 200, 200))
+
+        if self.text_func:
+            font = ImageFont.truetype("FreeSans.ttf", 14)
+            self.draw.text((cx + 5, cy + 5), str(self.text_func(h)), fill=(200, 200, 200), font=font)
diff --git a/hexgen/edge.py b/hexgen/edge.py
index 77b3269..8466525 100644
--- a/hexgen/edge.py
+++ b/hexgen/edge.py
@@ -1,12 +1,5 @@
 from enum import Enum
-
-class EdgeDirection(Enum):
-    north = "North"
-    south = "South"
-    north_west = "North West"
-    north_east = "North East"
-    south_west = "South West"
-    south_east = "South East"
+import uuid
 
 
 class Edge:
@@ -21,11 +14,19 @@ def __init__(self, side, one, two, up, down):
         self.up = up
         self.down = down
         self.delta = self.up.altitude - self.down.altitude
+        self.id = uuid.uuid4()
+
+        self.is_river = False
 
     def __repr__(self):
         return "<Edge Side: {}, One: {}, Two: {}, " \
                "Down: {}, delta: {}, direction: {}>".format(self.side, self.one, self.two, self.down, self.delta, self.direction)
 
+    @property
+    def is_coast(self):
+        return self.one.is_water and self.two.is_land or \
+               self.one.is_land and self.two.is_water
+
     @property
     def direction(self):
         if self.one.x == self.two.x:
@@ -62,3 +63,5 @@ def __eq__(self, other):
         return other.one == self.two or (self.one == other.one and self.two == other.two)
 
 from hexgen.hex import HexSide
+
+from hexgen.enums import EdgeDirection
diff --git a/hexgen/enums.py b/hexgen/enums.py
index a5649c0..d52f3cb 100644
--- a/hexgen/enums.py
+++ b/hexgen/enums.py
@@ -1,8 +1,6 @@
 from enum import Enum
-
 from hexgen.constants import TERRAIN_BARREN, TERRAIN_TERRAN, TERRAIN_OCEANIC
 
-
 class SuperEnum(Enum):
     """ Adds an id property that gets the order of an enum member in the class  """
 
@@ -51,6 +49,7 @@ def list(cls):
         return [cls[x] for x in list(cls.__members__)]
 
 
+# https://jsfiddle.net/ajfu7em8/1/
 class Biome(SuperEnum):
     __keys__ = ['id', 'code', 'title', 'color', 'base_fertility', 'color_satellite']
 
@@ -59,7 +58,7 @@ class Biome(SuperEnum):
     # terran
     arctic =               (1, 'a', 'Arctic',                 (224, 224, 224), 1,  (132, 152, 159))
     tundra =               (2, 'u', 'Tundra',                 (114, 153, 128), 15, (52, 55, 44))
-    alpine_tundra =        (3, 'p', 'Alpine Tundra',          (97, 130, 106),  10, (103, 91, 61))
+    alpine_tundra =        (3, 'p', 'Alpine Tundra',          (97, 130, 106),  10, (59, 60, 42))
     desert =               (4, 'd', 'Desert',                 (237, 217, 135), 5,  (94, 78, 52))
     shrubland =            (5, 's', 'Shrubland',              (194, 210, 136), 20, (58, 47, 21))
     savanna =              (6, 'S', 'Savanna',                (219, 230, 158), 80, (66, 53, 28))
@@ -92,6 +91,14 @@ class Biome(SuperEnum):
     volcanic_molten_river = (19, 'mo', "Lavaflow", (207, 10, 10), 0, (207, 10, 10))
     volcanic_solid = (20, 'so', "Basaltic Plains", (40, 28, 25), 0)
 
+    # ocean biomes?
+    # estuary
+    # coral reef
+    # deep ocean
+    # inland sea
+    # mediterranean
+    # arctic_ocean
+
 
 class OceanType(SuperEnum):
     __keys__ = ['id', 'title']
@@ -138,20 +145,147 @@ class HexResourceType(SuperEnum):
 
 
 class HexEdge(SuperEnum):
-    __keys__ = ['id', 'title']
-    east       = (1, 'East')
-    north_east = (2, 'North East')
-    north_west = (3, 'North West')
-    west       = (4, 'West')
-    south_west = (5, 'South West')
-    south_east = (6, 'South East')
+    __keys__ = ['id', 'title', 'short', 'arrow']
+    east       = (1, 'East', "E", "→")
+    north_east = (2, 'North East', "NE", "↗")
+    north_west = (3, 'North West', "NW", "↖")
+    west       = (4, 'West', "W", "←")
+    south_west = (5, 'South West', "SW", "↙")
+    south_east = (6, 'South East', "SE", "↘")
 
 
 class MapType(SuperEnum):
     __keys__ = ['id', 'title', 'colors']
+
     terran = (1, "Terran", TERRAIN_TERRAN)
     barren = (2, "Barren", TERRAIN_BARREN)
     gas = (3, "Gas", None)
     volcanic = (4, "Volcanic", TERRAIN_BARREN)
     oceanic = (5, "Oceanic", TERRAIN_OCEANIC)
     glacial = (6, "Barren", TERRAIN_BARREN)
+
+class HexType(Enum):
+    land = "Land"       # hex over or at sealevel
+    ocean = "Ocean"     # hex under sealevel
+
+class HexSurface(SuperEnum):
+    """ needed for temperature calculations """
+    __keys__ = ['id', 'specific_heat', 'albedo']
+    water_fresh = (1, 1.00, 0.0) # water without salt
+    water_sea   = (2, 0.94, 0.0) # water with salt
+    granite     = (3, 0.19, 0.0) # continental crust in volcanically active planets
+    basalt      = (4, 0.20, 0.0) # volcanic basaltic rock
+    soil_wet    = (5, 0.35, 0.0) # soil with organic materials
+    soil_dry    = (6, 0.19, 0.0) # desert soil
+    soil_barren = (7, 0.10, 0.0) # barren soil
+    ice_warm    = (8, 0.50, 0.0) # ice warmer than -10 degrees F
+    ice_cold    = (9, 0.40, 0.0) # ice warmer than -100 deg F to -10 deg F
+
+
+
+
+class HexFeature(Enum):
+    """ Each hex can have multiple HexFeatures """
+    lake = "Lake"           # The terminus to a river if it didn't reach sealevel
+    glacier = "Glacier"     # A water hex with a very low surface temperature
+
+
+    # randomly placed
+    volcano = "Volcano"     # Volcano: 1 hex or 2-ring or 3-ring
+    lava_flow = "Lava Flow"
+    crater = "Crater"       # depression of size 2-ring or 3-ring
+
+    # bodies of water
+    sea = "Sea"
+    ocean = "Ocean"
+
+class GeoformType(SuperEnum):
+    """ A grouping of like geographic features """
+    __keys__ = ['id', 'title', 'color']
+
+    # water
+    ocean   = (1, "Ocean", (0, 0, 255))       # > 100 water hexes
+    sea     = (2, "Sea", (50, 50, 200))         # < 100 water hexes
+    strait  = (3, "Strait", (100, 100, 150))      # a water hex with land on opposite sides and water in between them
+    lake    = (4, "Lake", (0, 0, 100))        # a group of up to 3 water hexes
+    bay = (10, "Bay", (50, 50, 150))
+
+    # land
+    isthmus = (5, "Isthmus", (100, 150, 100))            # a land hex with water on opposite sides and land in between them
+    small_island  = (6, "Small Island", (200, 255, 200)) # < 25 land hexes
+    large_island  = (7, "Large Island", (100, 255, 100)) # < 100 land hexes
+    continent = (8, "Continent", (0, 255, 0))        # > 100 land hexes
+    peninsula = (9, "Peninsula", (0, 200, 0))        # group of land separated by an isthmus
+
+
+
+class EdgeDirection(Enum):
+    north = "North"
+    south = "South"
+    north_west = "North West"
+    north_east = "North East"
+    south_west = "South West"
+    south_east = "South East"
+
+
+class HexSide(Enum):
+    east = "East"
+    west = "West"
+    north_west = "North West"
+    north_east = "North East"
+    south_west = "South West"
+    south_east = "South East"
+
+    def branching(self, direction):
+        """ Returns the hex sides that fork from this edge direction """
+        if self is HexSide.east or self is HexSide.west:
+            if direction is EdgeDirection.north:
+                return HexSide.south_west, HexSide.south_east
+            else: # elif direction is EdgeDirection.south:
+                return HexSide.north_west, HexSide.north_east
+        elif self is HexSide.south_east:
+            if direction is EdgeDirection.north_east:
+                return HexSide.west, HexSide.south_west
+            else: # elif direction is EdgeDirection.south_west:
+                return HexSide.east, HexSide.north_east
+        elif self is HexSide.south_west:
+            if direction is EdgeDirection.north_west:
+                return HexSide.east, HexSide.south_east
+            else: # elif direction is EdgeDirection.south_east:
+                return HexSide.west, HexSide.north_west
+        elif self is HexSide.north_west:
+            if direction is EdgeDirection.south_west:
+                return HexSide.east, HexSide.north_east
+            else: # elif direction is EdgeDirection.north_east:
+                return HexSide.west, HexSide.south_west
+        elif self is HexSide.north_east:
+            if direction is EdgeDirection.north_west:
+                return HexSide.east, HexSide.south_east
+            else: # elif direction is EdgeDirection.south_east:
+                return HexSide.north_west, HexSide.west
+        raise Exception("Branching invalid, Side: {}, Direction: {}".format(self, direction))
+
+
+class Zones(SuperEnum):
+    __keys__ = ['id', 'title', 'color', 'map_key', 'incr']
+
+    arctic_circle       = (1, 'Artic Circle', (150, 150, 250),        'N', 0.60)
+    northern_temperate   = (2, 'Northern Temperate', (150, 250, 150), 'A', 0.90)
+    northern_subtropics = (3, 'Nothern Subtropics', (150, 250, 200),  'B', 0.60)
+    northern_tropics    = (4, 'Northern Tropics', (230, 150, 150),    'C', 0.30)
+    southern_tropics    = (5, 'Southern Tropics', (250, 180, 150),    'D', 0.30)
+    southern_subtropics = (6, 'Southern Subtropics', (150, 250, 200), 'E', 0.60)
+    southern_temperate  = (7, 'Southern Temperate', (150, 250, 150),  'F', 0.90)
+    antarctic_circle    = (8, "Antarctic Circle", (150, 150, 250),    'S', 0.60)
+
+
+class Hemisphere(Enum):
+    northern = "Northern"
+    southern = "Southern"
+
+
+class Season(Enum):
+    winter = "Winter"
+    spring = "Spring"
+    summer = "Summer"
+    autumn = "Autumn"
diff --git a/hexgen/geoform.py b/hexgen/geoform.py
new file mode 100644
index 0000000..4d40902
--- /dev/null
+++ b/hexgen/geoform.py
@@ -0,0 +1,68 @@
+import uuid
+
+class Geoform:
+    """ A landmass or water feature """
+    def __init__(self, hexes, geotype):
+        self.type = geotype # GeoformType
+        self.hexes = hexes # set
+        self.size = len(hexes)
+        self.id = uuid.uuid4() # uuid
+        self.neighbors = set() # set
+        self.to_delete = False
+
+        for h in hexes:
+            h.geoform = self
+
+    def to_dict(self):
+        """ Dictionary representation """
+        return {
+            "id": self.id.hex,
+            "type": self.type.name,
+            "size": self.size
+        }
+
+    def neighbor_of_type(self, other_type):
+        """
+            Returns all neighbors of a given type
+        """
+        result = []
+        for n in self.neighbors:
+            if n.type is other_type:
+                result.append(n)
+        return result
+
+    def neighbor_of_types(self, other_types):
+        result = []
+        for t in other_types:
+            result.extend(self.neighbor_of_type(t))
+        return result
+
+    def merge(self, other):
+        """ Merge another Geoform into this one """
+        # add their hexes to mine
+        self.hexes.update(other.hexes)
+        self.size += len(other.hexes)
+        # set their hexes to me
+        for h in other.hexes:
+            h.geoform = self
+        # empty their hexes
+        other.hexes = set()
+        other.size = 0
+        # mark them to be deleted
+        other.to_delete = True
+
+    def is_geotype(self, geotype):
+        """ Is this geoform this type? """
+        return self.type is geotype
+
+    def __eq__(self, other):
+        return self.id == other.id
+
+    def __key(self):
+        return self.id
+
+    def __hash__(self):
+        return hash(self.__key())
+
+    def __str__(self):
+        return "<Geoform: type: {}, size: {}, id: {}>".format(self.type.title, self.size, self.id)
diff --git a/hexgen/grid.py b/hexgen/grid.py
index c59208f..426f9ee 100644
--- a/hexgen/grid.py
+++ b/hexgen/grid.py
@@ -1,5 +1,6 @@
 import math
 from copy import copy
+import numpy as np
 from hexgen.hex import Hex
 
 class GridBoundsException(Exception):
@@ -12,6 +13,8 @@ def __init__(self, heightmap, params, debug=False):
         self.sealevel = heightmap.sealevel
         self.params = params
         self.average_height = heightmap.average_height
+        self.highest_height = heightmap.highest_height
+        self.lowest_height = heightmap.lowest_height
 
         self.avg_altitude = 0
 
@@ -21,7 +24,7 @@ def __init__(self, heightmap, params, debug=False):
         if debug:
             print("Making grid")
         self.num_ocean_hexes = 0
-        self.grid = copy(self.heightmap.grid)
+        self.grid = np.ndarray((self.heightmap.size, self.heightmap.size), dtype=np.object)
         for y, row in enumerate(self.grid):
             for x, col in enumerate(row):
                 self.grid[x][y] = Hex(self, x, y, self.heightmap.height_at(x, y))
diff --git a/hexgen/heightmap.py b/hexgen/heightmap.py
index 77f1aff..c31c5a6 100644
--- a/hexgen/heightmap.py
+++ b/hexgen/heightmap.py
@@ -1,6 +1,6 @@
 import math
 import random
-
+import numpy as np
 
 class Heightmap:
 
@@ -9,7 +9,7 @@ def __init__(self, params, debug=False):
 
         # start making the heightmap
         self.size = params.get('size')
-        self.grid = [[0 for x in range(0, self.size)] for x in range(0, self.size)]
+        self.grid = np.zeros((self.size, self.size))
         self.grid[0][0] = random.randint(0, 255)
         self.grid[self.size - 1][0] = random.randint(0, 255)
         self.grid[0][self.size - 1] = random.randint(0, 255)
@@ -23,7 +23,8 @@ def __init__(self, params, debug=False):
             m.append(max(g))
             avg.append(sum(g) / float(len(g)))
 
-        self.top_height = max(m)
+        self.highest_height = max(m)
+        self.lowest_height = min(m)
         self.average_height = sum(avg) / float(len(avg))
         sea_percent = params.get('sea_percent')
         self.sealevel = round(self.average_height * (sea_percent * 2 / 100))
diff --git a/hexgen/hex.py b/hexgen/hex.py
index df021cd..56db8e3 100644
--- a/hexgen/hex.py
+++ b/hexgen/hex.py
@@ -1,64 +1,11 @@
+import uuid
+import math
 import random
 from enum import Enum
 
 from hexgen.constants import *
-from hexgen.enums import Biome, MapType
-from hexgen.util import blend_colors, lighten, randomize_color
-
-
-class HexType(Enum):
-    land = "Land"       # hex over or at sealevel
-    ocean = "Ocean"     # hex under sealevel
-
-class HexFeature(Enum):
-    """ Each hex can have multiple HexFeatures """
-    lake = "Lake"           # The terminus to a river if it didn't reach sealevel
-    glacier = "Glacier"     # A water hex with a very low surface temperature
-
-    # unused
-    mountain = "Mountain"   # A land hex that has at least two opposite neighboring
-                            #   hexes 15 units lower than this hex
-    volcano = "Volcano"     # Volcano: 1 hex or 2-ring or 3-ring
-    lava_flow = "Lava Flow"
-    crater = "Crater"       # depression of size 2-ring or 3-ring
-    sea = "Sea"
-
-class HexSide(Enum):
-    east = "East"
-    west = "West"
-    north_west = "North West"
-    north_east = "North East"
-    south_west = "South West"
-    south_east = "South East"
-
-    def branching(self, direction):
-        """ Returns the hex sides that fork from this edge direction """
-        if self is HexSide.east or self is HexSide.west:
-            if direction is EdgeDirection.north:
-                return HexSide.south_west, HexSide.south_east
-            else: # elif direction is EdgeDirection.south:
-                return HexSide.north_west, HexSide.north_east
-        elif self is HexSide.south_east:
-            if direction is EdgeDirection.north_east:
-                return HexSide.west, HexSide.south_west
-            else: # elif direction is EdgeDirection.south_west:
-                return HexSide.east, HexSide.north_east
-        elif self is HexSide.south_west:
-            if direction is EdgeDirection.north_west:
-                return HexSide.east, HexSide.south_east
-            else: # elif direction is EdgeDirection.south_east:
-                return HexSide.west, HexSide.north_west
-        elif self is HexSide.north_west:
-            if direction is EdgeDirection.south_west:
-                return HexSide.east, HexSide.north_east
-            else: # elif direction is EdgeDirection.north_east:
-                return HexSide.west, HexSide.south_west
-        elif self is HexSide.north_east:
-            if direction is EdgeDirection.north_west:
-                return HexSide.east, HexSide.south_east
-            else: # elif direction is EdgeDirection.south_east:
-                return HexSide.north_west, HexSide.west
-        raise Exception("Branching invalid, Side: {}, Direction: {}".format(self, direction))
+from hexgen.enums import Biome, MapType, HexType, HexFeature, HexSide, Zones, Hemisphere, HexEdge
+from hexgen.util import blend_colors, lighten, randomize_color, pressure_at_seasons, decide_wind, is_opposite_hex, memoized
 
 
 class Hex:
@@ -75,7 +22,7 @@ def __init__(self, grid, x, y, altitude):
         self.edge_north_west = None
         self.edge_south_west = None
 
-        self.distance = 0
+        self.distance = 0 # distance in hexes to the coast. 0 if no coast
         self.moisture = 0
 
         self.territory = None
@@ -85,13 +32,28 @@ def __init__(self, grid, x, y, altitude):
 
         self.features = set()
 
+        # geoform type
+        self.geoform_type = None
+
+        # geoform instance if it exists
+        self.geoform = None
+
         self.resource = None
+        self._neighbors = None
+
+        world_pressure = self.grid.params.get('surface_pressure')
+        self.pressure = (world_pressure, world_pressure)
+        self.wind = None
+        self.wind_temp_effect = [0, 0] # Seasonal tuple. Temp changes from pressure and wind
 
         # instance of a sea
         self.sea = None
 
-        if self.temperature <= -12 and self.is_water:
-            self.features.add(HexFeature.glacier)
+        self.id = uuid.uuid4()
+
+        # if self.temperature[0] <= -12 or self.temperature[1] <= 12 and self.is_water:
+        #     # TODO: this should be better
+        # self.features.add(HexFeature.glacier)
 
     def has_feature(self, feature):
         """
@@ -121,6 +83,75 @@ def remove_feature(self, feature):
     def is_owned(self):
         return self.territory is not None
 
+    # @property
+    # def pressure(self):
+    #     """
+    #     Returns a season dict that represents the pressure in mPa in summer and winter.
+    #     This function should not be random, but instead be determined by other hex values.
+    #     """
+    #     world_pressure = self.grid.params.get('surface_pressure')
+    #
+    #     # create base pressure changes not accounting for land
+    #
+    #     # base pressure differences between the different pressure belts
+    #     # TODO: add variable here to make more volitile weather
+    #     # TODO: have this variable depend on axial tilt
+    #     pressure_diff = random.randint(6, 10)
+    #
+    #     # ±10 degrees         (centered on 0 degrees)   = ITCZ (low pressure)
+    #     # ±20 to ±40 degrees  (centered on ±30 degrees) = STHZ (high pressure)
+    #     # ±40 to ±80 degrees  (centered on ±60 degrees) = PF (low pressure)
+    #
+    #     # end_year is winter, mid_year is summer
+    #     if self.is_land:
+    #         max_shift = round(self.distance / 2)
+    #         end_year = pressure_at_seasons(self.latitude, world_pressure, pressure_diff, -max_shift)
+    #         mid_year = pressure_at_seasons(self.latitude, world_pressure, pressure_diff, max_shift)
+    #         base_pressure = (end_year, mid_year)
+    #     else:
+    #         max_shift = min(6, 0.005 * round(self.grid.sealevel - self.latitude))
+    #         end_year = pressure_at_seasons(self.latitude, world_pressure, pressure_diff, -max_shift)
+    #         mid_year = pressure_at_seasons(self.latitude, world_pressure, pressure_diff, max_shift)
+    #         base_pressure = (end_year, mid_year)
+    #
+    #
+    #     # add effects of land and water
+    #     if self.is_land:
+    #         if self.hemisphere is Hemisphere.northern:
+    #             # winter
+    #             end_year = base_pressure[0] + min(15, round(self.distance * 0.5) )
+    #
+    #             # summer
+    #             mid_year = base_pressure[1] - min(15, round(self.distance * 0.5) )
+    #         elif self.hemisphere is Hemisphere.southern:
+    #             # summer
+    #             end_year = base_pressure[0] - min(15, round(self.distance * 0.5) )
+    #
+    #             # winter
+    #             mid_year = base_pressure[1] + min(15, round(self.distance * 0.5) )
+    #
+    #     return (end_year, mid_year)
+
+    # @property
+    # def wind(self):
+    #     """
+    #     Wind consists of a HexEdge direction and a magnitude that is equal to the difference in pressure
+    #     Wind direction is always to the neighbor with the lowest pressure,
+    #     deflected by the following rules:
+    #
+    #     Northern Hemisphere:
+    #         high pressure areas: clockwise
+    #         low pressure areas: counter-clockwise
+    #     Southern Hemisphere:
+    #         high pressure areas: counter-clockwise
+    #         low pressure areas: clockwise
+    #     """
+    #     world_pressure = self.grid.params.get('surface_pressure')
+    #     return (
+    #         decide_wind(0, world_pressure, self),
+    #         decide_wind(1, world_pressure, self)
+    #     )
+
     @property
     def latitude_ratio(self):
         ratio = self.x / self.grid.size
@@ -130,8 +161,53 @@ def latitude_ratio(self):
             ratio = (1 - ratio) / 0.5
         return ratio
 
+
     @property
-    def temperature(self):
+    def hemisphere(self):
+        if self.x <= round(self.grid.size / 2):
+            return Hemisphere.northern
+        return Hemisphere.southern
+
+    @property
+    def latitude(self):
+        """ Hex's current Latitude. Negative is south, positive is north """
+        ratio = self.x / self.grid.size
+        if ratio < 0.5: # north
+            return (1 - ratio / 0.5) * 90
+        else: # south
+            return ((ratio ) / 0.5) * -90 + 90
+
+    @property
+    def zone(self):
+        axial_tilt = abs(self.grid.params.get('axial_tilt'))
+
+        # northern polar zone
+        northern_polar_zone = 90 - axial_tilt
+        southern_polar_zone = -(90 - axial_tilt)
+        northern_tropic_zone = axial_tilt
+        southern_tropic_zone = -axial_tilt
+        northern_temperate = axial_tilt + (axial_tilt / 2)
+        southern_temperate = -(axial_tilt + (axial_tilt / 2))
+
+        if northern_polar_zone < self.latitude <= 90:
+            return Zones.arctic_circle
+        elif northern_temperate < self.latitude <= northern_polar_zone:
+            return Zones.northern_temperate
+        elif northern_tropic_zone < self.latitude <= northern_temperate:
+            return Zones.northern_subtropics
+        elif 0 < self.latitude <= northern_tropic_zone:
+            return Zones.northern_tropics
+        elif southern_tropic_zone < self.latitude <= 0:
+            return Zones.southern_tropics
+        elif southern_temperate < self.latitude <= southern_tropic_zone:
+            return Zones.southern_subtropics
+        elif southern_polar_zone < self.latitude <= southern_temperate:
+            return Zones.southern_temperate
+        elif -90 < self.latitude <= southern_polar_zone:
+            return Zones.antarctic_circle
+
+    @property
+    def base_temperature(self):
         """
         Computes the temperature of this hex. Takes into account the latitude (x-coord) and
         the altitude (higher is colder)
@@ -140,13 +216,14 @@ def temperature(self):
         # import ipdb; ipdb.set_trace()
         ratio = self.latitude_ratio
         avg_temp = self.grid.params.get('avg_temp')
-        volitility = round(self.grid.params.get('axial_tilt') / 2)
+        volitility = round(abs(self.grid.params.get('axial_tilt')))
         base_temp = self.grid.params.get('base_temp')
         min_temp = max(avg_temp - volitility, base_temp)
         # global avg temperature should be around ratio 0.4 and 0.6
 
         # part1 includes latitude only
         part1 = (abs(min_temp) + (avg_temp + volitility)) * ratio + min_temp
+        # return (part1, part1)
         #print(base_temp, avg_temp, volitility, min_temp, ratio, part1)
         #       43         73          16         57
 
@@ -155,7 +232,15 @@ def temperature(self):
         if self.is_water:
             factor = 8
         part2 = abs(self.altitude - self.grid.sealevel) / factor
-        return round(part1, 2) - round(part2, 2)
+        return (round(part1, 2) - round(part2, 2), round(part1, 2) - round(part2, 2))
+
+    @property
+    def temperature(self):
+        return (
+            self.base_temperature[0] + self.wind_temp_effect[0],
+            self.base_temperature[1] + self.wind_temp_effect[1],
+        )
+
 
     @property
     def biome(self):
@@ -177,7 +262,7 @@ def biome(self):
                     return Biome.barren_dusty
 
         elif map_type is MapType.terran:
-            temp = self.temperature
+            temp = self.temperature[0]
             rain = self.moisture
             if temp <= -10:
                 return Biome.arctic
@@ -187,19 +272,21 @@ def biome(self):
                 return Biome.tundra
             elif 5 < rain and 0 < temp <= 7:
                 return Biome.boreal_forest
-            elif 0 <= rain <= 2.5 and 0 < temp <= 20:
+            elif 0 <= rain <= 3.5 and 0 < temp <= 20:
                 return Biome.grasslands
-            elif 2.5 < rain <= 5 and 0 < temp <= 20:
+            elif 3.5 < rain <= 5 and 0 < temp <= 20:
                 return Biome.shrubland
-            elif 0 <= rain <= 5 and 20 < temp:
+            elif 0 <= rain < 4 and 20 < temp:
                 return Biome.desert
+            elif 4 <= rain <= 8 and 20 < temp:
+                return Biome.shrubland
             elif 5 < rain <= 10 and 7 < temp <= 20:
                 return Biome.savanna
             elif 10 < rain <= 20 and 7 < temp <= 20:
                 return Biome.temperate_forest
             elif 20 < rain and 7 < temp <= 20:
                 return Biome.temperate_rainforest
-            elif 5 < rain <= 20 and 20 < temp:
+            elif 8 < rain <= 20 and 20 < temp:
                 return Biome.tropical_forest
             elif 20 < rain and 20 < temp:
                 return Biome.tropical_rainforest
@@ -328,6 +415,22 @@ def hex_south_east(self):
             else:
                 return self.grid.find_hex(self.x + 1, self.y + 1)
 
+    def neighbor_at(self, direction):
+        """ Given a HexEdge, find the hex on the other side of this edge """
+        if direction is HexEdge.east:
+            return self.hex_east
+        elif direction is HexEdge.south_east:
+            return self.hex_south_east
+        elif direction is HexEdge.south_west:
+            return self.hex_south_west
+        elif direction is HexEdge.west:
+            return self.hex_west
+        elif direction is HexEdge.north_west:
+            return self.hex_north_west
+        elif direction is HexEdge.north_east:
+            return self.hex_north_east
+        raise Exception("No such direction")
+
     @property
     def surrounding(self):
         """
@@ -337,6 +440,22 @@ def surrounding(self):
         return [self.hex_east, self.hex_south_east, self.hex_south_west,
                 self.hex_west, self.hex_north_west, self.hex_north_east]
 
+    @property
+    def neighbors(self):
+        """ Surrounding hexes with HexEdge enums """
+        if self._neighbors is not None:
+            return self._neighbors
+        else:
+            self._neighbors = [
+                (HexEdge.east, self.hex_east),
+                (HexEdge.south_east, self.hex_south_east),
+                (HexEdge.south_west, self.hex_south_west),
+                (HexEdge.west, self.hex_west),
+                (HexEdge.north_west, self.hex_north_west),
+                (HexEdge.north_east, self.hex_north_east),
+            ]
+            return self._neighbors
+
     def bubble(self, distance=1):
         """
          Returns a list of all hexes within a certain number of hexes
@@ -369,7 +488,7 @@ def is_land(self):
         Determines whether or not this is a land hex. (Altitude over sealevel)
         :return: Boolean
         """
-        return self.altitude >= self.grid.sealevel
+        return bool(self.altitude >= self.grid.sealevel)
 
     @property
     def is_water(self):
@@ -382,6 +501,7 @@ def type(self):
 
         return HexType.ocean
 
+    @property
     def is_inland(self):
         if self.is_land is False:
             return False
@@ -469,6 +589,7 @@ def edges(self):
     def __repr__(self):
         return "<HEX: X: {}, Y: {}, Z: {}>".format(self.x, self.y, self.altitude)
 
+
     @property
     def color_terrain(self):
         altitude = self.altitude
@@ -529,15 +650,20 @@ def color_territories(self):
 
     @property
     def color_temperature(self):
-        last_temp = -300
-        for index, value in enumerate(TEMPERATURE_COLORS):
-            temp, color = value
-            if last_temp <= self.temperature <= temp:
-                if self.is_land:
-                    return color[0] - 20, color[1] - 20, color[2] - 20
-                return color
-            last_temp = temp
-        return TEMPERATURE_COLORS[-1][1]
+        def color_temp(loc):
+            last_temp = -300
+            for index, value in enumerate(TEMPERATURE_COLORS):
+                temp, color = value
+                if last_temp <= loc <= temp:
+                    # if self.is_land:
+                    #     return color[0] - 20, color[1] - 20, color[2] - 20
+                    return color
+                last_temp = temp
+            return TEMPERATURE_COLORS[-1][1]
+        return (
+            color_temp(self.temperature[0]),
+            color_temp(self.temperature[1])
+        )
 
     @property
     def color_satellite(self):
@@ -612,4 +738,11 @@ def process(color):
 
             return process(color)
 
-from hexgen.edge import Edge, EdgeDirection
+    @property
+    def color_pressure(self):
+        """ Returns a season dict representing the map color of the pressure at summer and winter"""
+        end_year = round((self.pressure[0] - self.grid.params.get('surface_pressure'))) * 5
+        mid_year = round((self.pressure[1] - self.grid.params.get('surface_pressure'))) * 5
+        return ((100 + end_year, 100, 100), (100 + mid_year, 100, 100))
+
+from hexgen.edge import Edge
diff --git a/hexgen/mapgen.py b/hexgen/mapgen.py
index 49980f5..7fff135 100644
--- a/hexgen/mapgen.py
+++ b/hexgen/mapgen.py
@@ -1,17 +1,27 @@
+import uuid
+import copy
+import simplejson as json
 import math
 import random
 import sys
-sys.setrecursionlimit(1500)
+sys.setrecursionlimit(10000)
 
 from hexgen.constants import *
 from hexgen.territory import Territory
-from hexgen.enums import OceanType, HexResourceType, HexResourceRating, MapType
+from hexgen.enums import OceanType, HexResourceType, HexResourceRating, MapType, Hemisphere, GeoformType
+from hexgen.geoform import Geoform
 from hexgen.heightmap import Heightmap
 from hexgen.grid import Grid
+from hexgen.calendar import Calendar
+from hexgen.util import decide_wind, pressure_at_seasons, Timer, is_isthmus, \
+                        is_bay, is_strait, first_hex_without_geoform, is_peninsula
 
 default_params = {
     "map_type": MapType.terran,
+    "surface_pressure": 1013.25,
     "size": 100,
+    "year_length": 365,
+    "day_length": 24,
     "base_temp": 0,
     "avg_temp": 15,
     "sea_percent": 60,
@@ -55,21 +65,32 @@ def __init__(self, params, debug=False):
         if type(params.get('random_seed')) is int:
             random.seed(params.get('random_seed'))
 
-        self.heightmap = Heightmap(self.params)
+        with Timer("Building Heightmap", self.debug):
+            self.heightmap = Heightmap(self.params, self.debug)
 
         self.hex_grid = Grid(self.heightmap, self.params)
+        if self.debug is True:
+            print("\tAverage Height: {}".format(self.hex_grid.average_height))
+            print("\tHighest Height: {}".format(self.hex_grid.highest_height))
+            print("\tLowest Height: {}".format(self.hex_grid.lowest_height))
+
+        print("Making calendar")
+        self.calendar = Calendar(self.params.get('year_length'), self.params.get('day_length'))
 
         self.rivers = []
         self.rivers_sources = []
 
-        print("Computing hex distances") if self.debug else False
-        self._get_distances()
+        with Timer("Computing hex distances", self.debug):
+            self._get_distances()
+
+        self._generate_pressure()
 
 
         if self.params.get('hydrosphere'):
             self._generate_rivers()
 
             # give coastal land hexes moisture based on how close to the coast they are
+            # TODO: replace with more realistic model
             print("Making coastal moisture") if self.debug else False
             for y, row in enumerate(self.hex_grid.grid):
                 for x, col in enumerate(row):
@@ -226,6 +247,8 @@ def step(active_hex):
         self.territories = []
         self.generate_territories()
         self.generate_resources()
+        self.geoforms = []
+        self._determine_landforms()
 
         print("Done") if self.debug else False
 
@@ -413,6 +436,138 @@ def _get_distances(self):
 
                     h.distance = min(numbers)
 
+    def _generate_pressure(self):
+
+        with Timer("Generating pressure", self.debug):
+            base_pressure = self.hex_grid.params.get('surface_pressure')
+
+            with Timer("    calculating pressure zones", self.debug):
+                # calcualte pressure caused by pressure zones
+                pressure_diff = random.randint(3, 5)
+                for y, row in enumerate(self.hex_grid.grid):
+                    for x, col in enumerate(row):
+                        h = self.hex_grid.grid[x][y]
+
+                        # end_year is winter, mid_year is summer
+                        if h.is_land:
+                            max_shift = round(h.distance / 2)
+                            end_year = pressure_at_seasons(h.latitude, base_pressure, pressure_diff, -max_shift)
+                            mid_year = pressure_at_seasons(h.latitude, base_pressure, pressure_diff, max_shift)
+                        else:
+                            max_shift = min(6, 0.005 * round(self.hex_grid.sealevel - h.latitude))
+                            end_year = pressure_at_seasons(h.latitude, base_pressure, pressure_diff, -max_shift)
+                            mid_year = pressure_at_seasons(h.latitude, base_pressure, pressure_diff, max_shift)
+                        h.pressure = (end_year, mid_year)
+
+            # sort all hexes by land and water, lowest to highest
+            with Timer("    sorting hexes into groups", self.debug):
+                land_hexes = [h for h in self.hex_grid.hexes if h.is_land]
+                water_hexes = [h for h in self.hex_grid.hexes if not h.is_land]
+                land_hexes.sort(key=lambda x: x.altitude, reverse=True)
+                water_hexes.sort(key=lambda x: x.altitude)
+
+            def decide_change(h, incr):
+                if h.is_land:
+                    if h.hemisphere is Hemisphere.northern:
+                        # winter / increase
+                        # summer / decrease
+                        return (h.pressure[0] + incr, h.pressure[1] - incr)
+                    elif h.hemisphere is Hemisphere.southern:
+                        # winter / decrease
+                        # summer / increase
+                        return (h.pressure[0] - incr, h.pressure[1] + incr)
+                else:
+                    if h.hemisphere is Hemisphere.northern:
+                        # winter / decrease
+                        # summer / increase
+                        return (h.pressure[0] - incr, h.pressure[1] + incr)
+                    elif h.hemisphere is Hemisphere.southern:
+                        # winter / increase
+                        # summer / decrease
+                        return (h.pressure[0] + incr, h.pressure[1] - incr)
+                    # return (h.pressure[0], h.pressure[1])
+
+            def brush(percent, incr):
+                matching_land_hexes = land_hexes[0:round(len(land_hexes) * percent)]
+                matching_water_hexes = water_hexes[0:round(len(water_hexes) * percent)]
+
+                for h in matching_land_hexes:
+                    for h in h.bubble(3):
+                        h.pressure = decide_change(h, incr * h.zone.incr)
+                for h in matching_water_hexes:
+                    for h in h.bubble(3):
+                        h.pressure = decide_change(h, incr * h.zone.incr)
+
+            brush(0.80, 0.05)
+            brush(0.30, 0.10)
+            brush(0.10, 0.10)
+
+        # decide wind directions
+        # Wind consists of a HexEdge direction and a magnitude that is equal to the difference in pressure
+        # Wind direction is always to the neighbor with the lowest pressure,
+        # deflected by the following rules:
+        # Northern Hemisphere:
+        #     high pressure areas: clockwise
+        #     low pressure areas: counter-clockwise
+        # Southern Hemisphere:
+        #     high pressure areas: counter-clockwise
+        #     low pressure areas: clockwise
+        with Timer("Generating wind", self.debug):
+            for y, row in enumerate(self.hex_grid.grid):
+                for x, col in enumerate(row):
+                    h = self.hex_grid.grid[x][y]
+                    h.wind = (
+                        decide_wind(0, base_pressure, h),
+                        decide_wind(1, base_pressure, h)
+                    )
+
+        # IDEA 1
+        # If hex is warmer than downstream: increase temperature downstream 20 hexes
+        # If hex is colder than downstream: decrease temperature downstream 20 hexes
+        # downstream hexes are neighboring hexes that have lower pressure
+        # magnitude depends on pressure difference
+        # Visit each hex. Steps: N*N*20 where N is map size
+
+        # IDEA 2
+        # going downstream, bring each hex's temperature close to the starting hex's temperature
+        # less and less each loop, with loop 1 being very close and loop 20 being barely changed
+
+        # IDEA 3
+        # Visiting every hex, start a loop downstream until you reach a hex you have already visited
+        # in this loop, averaging every hex's temperature with the last visited hex's temperature
+        # weighted average favoring hex's base temperature when wind is less strong
+        def windgust(season_index, starting_hex, loops=20):
+            downstream_hex = starting_hex.wind[season_index].get('windward_hex')
+            temp_change = ((20 / (loops + 1)) / 20) * 10
+            if starting_hex.base_temperature[season_index] > downstream_hex.base_temperature[season_index]:
+                # increase temperature at downstream hex
+                downstream_hex.wind_temp_effect[season_index] = temp_change / 2
+                # decrease temperature at this hex
+                starting_hex.wind_temp_effect[season_index] = -(temp_change / 2)
+            else:
+                # decrease temperature at downstream hex
+                downstream_hex.wind_temp_effect[season_index] = -(temp_change / 2)
+                # increase temperature at this hex
+                starting_hex.wind_temp_effect[season_index] = temp_change / 2
+
+            # go on to the next hex in line
+            if loops != 0:
+                next_hex = downstream_hex.wind[season_index].get('windward_hex')
+                windgust(season_index, next_hex, loops - 1)
+
+
+        with Timer("Generating Temperature Changes", self.debug):
+            for y, row in enumerate(self.hex_grid.grid):
+                for x, col in enumerate(row):
+                    h = self.hex_grid.grid[x][y]
+
+                    # end year
+                    windgust(0, h)
+
+                    # mid year
+                    windgust(1, h)
+
+
     def _generate_rivers(self):
         """
         For each river source edge:
@@ -442,9 +597,10 @@ def _generate_rivers(self):
             ry = random.randint(0, self.hex_grid.size - 1)
             hex_s = self.hex_grid.find_hex(rx, ry)
             if hex_s.is_inland and hex_s.altitude > self.hex_grid.sealevel + 35:
-                if hex_s.temperature < 0:
-                    # don't place rivers above +35 altitude when the temperature is below zero
-                    continue
+                # if hex_s.temperature < 0:
+                # TODO: Determine when to not place rivers at hight latitudes
+                #     # don't place rivers above +35 altitude when the temperature is below zero
+                #     continue
                 random_side = random.choice(list(HexSide))
                 #print("Placing river source at {}, {}".format(rx, ry))
                 self.rivers_sources.append(RiverSegment(self.hex_grid, rx, ry, random_side, True))
@@ -534,23 +690,24 @@ def _generate_rivers(self):
                     # print("huh?")
 
                     # both edges are invalid, make lake at one or two
-                    if segment.edge.one.altitude < segment.edge.two.altitude:
-                        lake = segment.edge.one
-                    else:
-                        lake = segment.edge.two
-                    lake.add_feature(HexFeature.lake)
+                    # if segment.edge.one.altitude < segment.edge.two.altitude:
+                    #     lake = segment.edge.one
+                    # else:
+                    #     lake = segment.edge.two
+                    # lake.add_feature(HexFeature.lake)
 
                     # moisture around lake increases
-                    surrounding = lake.surrounding
-                    for hex in surrounding:
-                        if hex.is_land:
-                            hex.moisture += 3
+                    # surrounding = lake.surrounding
+                    # for hex in surrounding:
+                    #     if hex.is_land:
+                    #         hex.moisture += 3
 
                     # print("\tMade a lake at {}, {}".format(segment.x, segment.y))
-                    #
-                    # # make a new source river at an outer edge of the lake
+
+                    # make a new source river at an outer edge of the lake
                     # chosen_edge = random.choice(lake.outer_edges)
                     # self.rivers_sources.append(RiverSegment(self.hex_grid, chosen_edge.one.x, chosen_edge.one.y, chosen_edge.side, True))
+
                     finished = True
 
         final = []
@@ -563,8 +720,187 @@ def _generate_rivers(self):
                     # print("Segment: ", r.next)
                     final.append(r.next)
                     r = r.next
+        for r in final:
+            r.edge.is_river = True
         self.rivers = final
 
+    def _determine_landforms(self):
+        # single hex geoforms
+        with Timer("Finding geographic features", self.debug):
+            with Timer("\tPlacing initial geoforms", self.debug):
+                for y, row in enumerate(self.hex_grid.grid):
+                    for x, col in enumerate(row):
+                        h = self.hex_grid.grid[x][y]
+
+                        # Isthmus
+                        if is_isthmus(h):
+                            h.geoform_type = GeoformType.isthmus
+
+                        # Bays
+                        if is_bay(h):
+                            h.geoform_type = GeoformType.bay
+
+                        # Straits
+                        if is_strait(h):
+                            h.geoform_type = GeoformType.strait
+
+                        # Peninsula
+                        if is_peninsula(h):
+                            h.geoform_type = GeoformType.peninsula
+
+                        if h.geoform_type is not None:
+                            self.geoforms.append(Geoform(set([h]), h.geoform_type))
+
+            def flood(found, current, hex_type):
+                """ Do a flood fill at this hex over all hexes of this type without geoforms """
+                if current.geoform_type is not None:
+                    return set()
+                if current in found:
+                    return set()
+                neighbors = [h[1] for h in current.neighbors]
+                found.add(current)
+                for neighbor in neighbors:
+                    if neighbor.type is hex_type:
+                        found.update(flood(found, neighbor, hex_type))
+                return found
+
+            def give_geoform(hexes, geoform_type):
+                for h in hexes:
+                    h.geoform_type = geoform_type
+
+            # loop until every fucking hex has a geoform
+            # import ipdb; ipdb.set_trace()
+            with Timer("\tFinding contiguous geoforms", self.debug):
+                sys.setrecursionlimit(10000)
+                current = first_hex_without_geoform(self.hex_grid.grid)
+                while current is not None:
+                    if current.is_land:
+                        # try to find continents
+                        hexes = flood(set(), current, current.type)
+                        if len(hexes) < 25:
+                            geotype = GeoformType.small_island
+                        elif len(hexes) < 100:
+                            geotype = GeoformType.large_island
+                        else:
+                            geotype = GeoformType.continent
+                    else:
+                        # try to find oceans
+                        hexes = flood(set(), current, current.type)
+                        if len(hexes) < 3:
+                            geotype = GeoformType.lake
+                        elif len(hexes) < 100:
+                            geotype = GeoformType.sea
+                        else:
+                            geotype = GeoformType.ocean
+
+                    give_geoform(hexes, geotype)
+                    # hexes is a set of hexes
+                    self.geoforms.append(Geoform(hexes, geotype))
+                    # find a new hex
+                    current = first_hex_without_geoform(self.hex_grid.grid)
+
+            # now we have geoforms
+
+            # FIND NEIGHBORING GEOFORMS
+            def calculate_neighbors():
+                """ recalculate neighboring geoforms """
+                for geoform in self.geoforms:
+                    geoform.neighbors.clear()
+                    for h in geoform.hexes:
+                        ng = [n[1].geoform for n in h.neighbors if n[1].geoform is not geoform]
+                        geoform.neighbors.update(ng)
+                    assert geoform not in geoform.neighbors, 'A Geoform should not be in its own neighbors set'
+            calculate_neighbors()
+
+            with Timer("\tMerging geoforms", self.debug):
+                # MERGE GEOFORMS
+                # merge all neighboring geoforms of like type
+                for geoform in self.geoforms:
+                    for neighbor in geoform.neighbors:
+                        if geoform.type is neighbor.type:
+                            # remove neighbor
+                            print('Merging {} '.format(geoform.type))
+                            geoform.merge(neighbor)
+
+                calculate_neighbors()
+
+                # if an island is next to a continent or island separated by an isthmus,
+                # and that island doesn't have any other isthmuses
+                # the island becomes a peninsula
+                for geoform in self.geoforms:
+                    if geoform.type is GeoformType.isthmus:
+                        islands = geoform.neighbor_of_type(GeoformType.small_island)
+                        land_form = geoform.neighbor_of_types([GeoformType.continent,
+                                                               GeoformType.small_island,
+                                                               GeoformType.large_island])
+
+                        if len(islands) == 1 and len(land_form) == 1 and \
+                            len(land_form[0].neighbors) >= 2:
+                            other_isthmuses = len(islands[0].neighbor_of_type(GeoformType.isthmus)) > 1
+                            # check to see if this island has other isthmuses
+                            # if it does, exclude it
+                            if other_isthmuses is False:
+                                print('Merging island + isthmus into peninsula')
+                                islands[0].merge(geoform) # merge the island and the isthmus
+                                islands[0].type = GeoformType.peninsula # change island to peninsula
+
+                calculate_neighbors()
+
+                # small islands separated by an isthmus to a large island should
+                # be merged into the large island
+                for geoform in self.geoforms:
+                    if geoform.type is GeoformType.small_island:
+                        large_islands = geoform.neighbor_of_type(GeoformType.large_island)
+                        if len(large_islands) > 0:
+                            print('Merging small island into large island')
+                            large_islands[0].merge(geoform)
+
+                calculate_neighbors()
+
+
+
+                # islands separated by an isthmus with a continent should be merged
+                # TODO: maybe large islands should be a new continent
+                for geoform in self.geoforms:
+                    if geoform.type is GeoformType.large_island or \
+                       geoform.type is GeoformType.small_island:
+                        isthmuses = geoform.neighbor_of_type(GeoformType.isthmus)
+                        continents = set()
+                        for i in isthmuses:
+                            continents.update(i.neighbor_of_type(GeoformType.continent))
+                        continents = list(continents)
+                        if len(continents) == 1:
+                            # one continent neighbor
+                            print('Merging island into continent')
+                            continents[0].merge(geoform)
+                        elif len(continents) > 1:
+                            # multiple continents are neighbors
+                            print('Merging island and other continents into one continent')
+                            continents[0].merge(geoform)
+                            for c in continents[1:]:
+                                continents[0].merge(c)
+
+                calculate_neighbors()
+
+                # if a peninsula is next to a isthmus, merge them into one peninsula
+                for geoform in self.geoforms:
+                    if geoform.type is GeoformType.peninsula:
+                        isthmuses = geoform.neighbor_of_type(GeoformType.isthmus)
+                        if len(isthmuses) == 1:
+                            print('Merging isthmus into peninsula')
+                            geoform.merge(isthmuses[0])
+
+                        # a peninsula of size 2 with no neighbors is an island
+                        if geoform.size == 2 and len(geoform.neighbors) == 0:
+                            geoform.type = GeoformType.small_island
+
+                calculate_neighbors()
+
+                # remove old geoforms
+            print("Deleting {} geoforms".format(len([g for g in self.geoforms if g.to_delete is True])))
+            self.geoforms = [g for g in self.geoforms if g.to_delete is False]
+            print("There is now {} geoforms".format(len(self.geoforms)))
+
     def is_river(self, edge):
         """
         Determines if an edge has a river
@@ -587,6 +923,75 @@ def find_river(self, x, y):
                 seg.append(s.side)
         return seg
 
+    def export(self, filename):
+        """ Export the map data as a JSON file """
+        with Timer("Compiling data into dictionary", self.debug):
+            params = copy.copy(self.params)
+            params['map_type'] = params.get('map_type').to_dict()
+            params['ocean_type'] = params.get('ocean_type').to_dict()
+            data = {
+                "parameters": params,
+                "details": {
+                    "size": self.hex_grid.size,
+                    "sea_level": self.hex_grid.sealevel,
+                    "avg_height": self.hex_grid.average_height,
+                    "max_height": self.hex_grid.highest_height,
+                    "min_height": self.hex_grid.lowest_height
+                },
+                "hexes": [],
+                "geoforms": []
+            }
+            def edge_dict(edge):
+                return dict(
+                    is_river=edge.is_river,
+                    is_coast=edge.is_coast,
+                    direction=edge.direction.name
+                )
+            for x, row in enumerate(self.hex_grid.grid):
+                row_data = []
+                for y, col in enumerate(row):
+                    h = self.hex_grid.find_hex(x, y)
+                    color_temperature = (
+                        (h.color_temperature[0][0] + h.color_temperature[1][0]) / 2,
+                        (h.color_temperature[0][1] + h.color_temperature[1][1]) / 2,
+                        (h.color_temperature[0][2] + h.color_temperature[1][2]) / 2
+                    )
+                    temperature = round((h.temperature[0] + h.temperature[1]) / 2, 2)
+                    row_data.append({
+                        "id": h.id.hex,
+                        "x": x,
+                        "y": y,
+                        "altitude": h.altitude,
+                        "temperature": temperature,
+                        "moisture": h.moisture,
+                        "biome": h.biome.to_dict(),
+                        "type": h.type.name,
+                        "is_inland": h.is_inland,
+                        "is_coast": h.is_coast,
+                        "geoform": h.geoform.id.hex,
+                        "colors": {
+                            "satellite": h.color_satellite,
+                            "terrain": h.color_terrain,
+                            "temperature": color_temperature,
+                            "biome": h.color_biome,
+                            "rivers": h.color_rivers
+                        },
+                        "edges": {
+                            "east": edge_dict(h.edge_east),
+                            "north_east": edge_dict(h.edge_north_east),
+                            "north_west": edge_dict(h.edge_north_west),
+                            "west": edge_dict(h.edge_west),
+                            "south_west": edge_dict(h.edge_south_west),
+                            "south_east": edge_dict(h.edge_south_east)
+                        }
+                    })
+                data['hexes'].append(row_data)
+            for geoform in self.geoforms:
+                data['geoforms'].append(geoform.to_dict())
+        with open(filename, 'w') as outfile:
+            with Timer("Writing data to JSON file", self.debug):
+                json.dump(data, outfile)
+        return data
 
 from hexgen.river import RiverSegment
 from hexgen.hex import Hex, HexSide, HexFeature
diff --git a/hexgen/river.py b/hexgen/river.py
index 6c24ca3..d87c945 100644
--- a/hexgen/river.py
+++ b/hexgen/river.py
@@ -1,3 +1,6 @@
+import uuid
+
+
 class RiverSegment:
     def __init__(self, grid, x, y, side, is_source=False):
         self.grid = grid
@@ -7,6 +10,8 @@ def __init__(self, grid, x, y, side, is_source=False):
         self.is_source = is_source
         self.next = None
 
+        self.id = uuid.uuid4()
+
     @property
     def hex(self):
         return self.grid.find_hex(self.x, self.y)
@@ -36,4 +41,4 @@ def __eq__(self, other):
         :param other: RiverSegment
         :return: True if both edges are equal
         """
-        return self.edge == other.edge
\ No newline at end of file
+        return self.edge == other.edge
diff --git a/hexgen/test/test_util.py b/hexgen/test/test_util.py
new file mode 100644
index 0000000..e953ea5
--- /dev/null
+++ b/hexgen/test/test_util.py
@@ -0,0 +1,14 @@
+from unittest import TestCase
+
+from hexgen.util import latitude_to_number
+
+class TestLatitudeToNumber(TestCase):
+
+    def test_basic(self):
+        self.assertEqual(latitude_to_number(0, 100), 50, "0°N is supposed to be the equator")
+        self.assertEqual(latitude_to_number(90, 100), 0, "90°N is supposed to be the north pole")
+        self.assertEqual(latitude_to_number(-90, 100), 100, "90°S is supposed to be the south pole")
+
+    def test_tropics(self):
+        self.assertEqual(latitude_to_number(45, 100), 25, "45°N is supposed to be the north tropics")
+        self.assertEqual(latitude_to_number(-45, 100), 75, "45°S is supposed to be the south tropics")
diff --git a/hexgen/util.py b/hexgen/util.py
index 4184792..17fe25c 100644
--- a/hexgen/util.py
+++ b/hexgen/util.py
@@ -1,4 +1,38 @@
+import math
 import random
+import time
+
+from hexgen.enums import HexEdge, Hemisphere
+
+import collections
+import functools
+from itertools import combinations
+
+class memoized(object):
+    '''Decorator. Caches a function's return value each time it is called.
+    If called later with the same arguments, the cached value is returned
+    (not reevaluated).
+    '''
+    def __init__(self, func):
+        self.func = func
+        self.cache = {}
+    def __call__(self, *args):
+        if not isinstance(args, collections.Hashable):
+            # uncacheable. a list, for instance.
+            # better to not cache than blow up.
+            return self.func(*args)
+        if args in self.cache:
+            return self.cache[args]
+        else:
+            value = self.func(*args)
+            self.cache[args] = value
+        return value
+    def __repr__(self):
+        '''Return the function's docstring.'''
+        return self.func.__doc__
+    def __get__(self, obj, objtype):
+        '''Support instance methods.'''
+        return functools.partial(self.__call__, obj)
 
 def blend_colors(color1, color2):
     return min(round((color1[0] + color2[0]) / 2), 255), \
@@ -23,3 +57,187 @@ def randomize_color(color, dist=1):
         (color[0] - dist, color[dist] + dist, color[2] - dist)
     ]
     return random.choice(colors)
+
+def latitude_to_number(latitude, map_size):
+    """ Converts latitude in degrees (north is positive, south is negative) to a number
+    corresponding to the latitude grid position """
+    return (map_size / 2) - ((latitude / 90) * (map_size / 2))
+
+
+def pressure_at_seasons(latitude, base_pressure, pressure_diff, itcz_rise):
+    """
+    latitude = latitude in degrees
+    base_pressure = the base surface atmospheric pressure at this planet in millibars
+    pressure_diff = the max difference in pressure at each zone
+    itcz_rise = the rise in altitude of the ITCZ at this season at this latitude
+    """
+    itcz = (-10 + itcz_rise, 10 + itcz_rise)
+    sthz = dict(north=(20 + itcz_rise, 40 + itcz_rise),
+                south=(-40 + itcz_rise, -20 + itcz_rise))
+    pf = dict(north=(50 + itcz_rise, 70 + itcz_rise),
+              south=(-70 + itcz_rise, -50 + itcz_rise))
+
+    if itcz[0] <= latitude <= itcz[1]: # ITCZ
+        # highest around 0 degrees
+        final_pressure = base_pressure - (-math.pow(latitude - itcz_rise, 2) + 100) * (pressure_diff / 100)
+    elif sthz.get('south')[0] <= latitude <= sthz.get('south')[1]: # southern STHZ
+        # highest around -30 degrees
+        final_pressure = base_pressure + ((-math.pow(latitude + (30 - itcz_rise), 2) + 100) / 100) * pressure_diff
+    elif sthz.get('north')[0] <= latitude <= sthz.get('north')[1]: # northern STHZ
+        # highest around 30 degrees
+        final_pressure = base_pressure + ((-math.pow(latitude - (30 + itcz_rise), 2) + 100) / 100) * pressure_diff
+    elif pf.get('south')[0] <= latitude <= pf.get('south')[1]: # southern PF
+        # highest around -60 degrees
+        final_pressure = base_pressure - ((-math.pow(latitude + (60 - itcz_rise), 2) + 100) / 100) * (pressure_diff / 2)
+    elif pf.get('north')[0] <= latitude <= pf.get('north')[1]: # northern PF
+        # highest around 60 degrees
+        final_pressure = base_pressure - ((-math.pow(latitude - (60 + itcz_rise), 2) + 100) / 100) * (pressure_diff / 2)
+    else:
+        final_pressure = base_pressure + random.randint(-1, 1)
+    return round(final_pressure)
+
+@memoized
+def clockwise_hex_edge(hex_edge, reverse=False):
+    """
+    Given a HexEdge, return the clockwise hex edge.
+    If reverse if True, return the anti-clockwise hex edge
+    """
+    if hex_edge is HexEdge.east:
+        return HexEdge.south_east if not reverse else HexEdge.north_east
+    elif hex_edge is HexEdge.south_east:
+        return HexEdge.south_west if not reverse else HexEdge.east
+    elif hex_edge is HexEdge.south_west:
+        return HexEdge.west if not reverse else HexEdge.south_east
+    elif hex_edge is HexEdge.west:
+        return HexEdge.north_west if not reverse else HexEdge.south_west
+    elif hex_edge is HexEdge.north_west:
+        return HexEdge.north_east if not reverse else HexEdge.west
+    elif hex_edge is HexEdge.north_east:
+        return HexEdge.east if not reverse else HexEdge.north_west
+
+
+def decide_wind(season_index, world_pressure, hexagon):
+    """
+    Decide the direction and magnitude of wind at a hex
+    season_index = 0 for end_year, 1 for mid_year
+    world_pressure = the world's average surface air pressure
+    hexagon = which hexagon we're making wind for
+    """
+    lowest_neighbor = min(hexagon.neighbors, key=lambda h: h[1].pressure[season_index])
+    wind_direction = lowest_neighbor[0]
+
+    neighbor = hexagon.neighbor_at(wind_direction)
+    if neighbor.pressure[season_index] == hexagon.pressure[season_index]:
+        return {
+            "direction": None,
+            "windward_hex": neighbor,
+            "pressure_diff": 0
+        }
+
+    if hexagon.hemisphere is Hemisphere.northern:
+        if hexagon.pressure[season_index] <= world_pressure: # low pressure
+            corrected_wind_direction = clockwise_hex_edge(wind_direction, True)
+        else: # high pressure
+            corrected_wind_direction = clockwise_hex_edge(wind_direction)
+    else:
+        if hexagon.pressure[season_index] <= world_pressure: # low pressure
+            corrected_wind_direction = clockwise_hex_edge(wind_direction)
+        else: # high pressure
+            corrected_wind_direction = clockwise_hex_edge(wind_direction, True)
+
+    windward_hex = hexagon.neighbor_at(wind_direction)
+    pressure_diff = abs(hexagon.pressure[season_index] - windward_hex.pressure[season_index])
+
+    return {
+        "direction": corrected_wind_direction,
+        "windward_hex": windward_hex,
+        "pressure_diff": pressure_diff
+    }
+
+
+class Timer:
+    def __init__(self, text, debug=True):
+        self.text = text
+        self.debug = debug
+
+    def __enter__(self):
+        if self.debug:
+            print(self.text.ljust(50), end="")
+            print('starting...')
+        self.start = time.clock()
+        return self
+
+    def __exit__(self, *args):
+        self.end = time.clock()
+        self.interval = self.end - self.start
+        if self.debug:
+            print(self.text.ljust(50), end="")
+            print("finished after {:0.03f} ms\n".format(self.interval * 1000))
+
+@memoized
+def is_opposite_hex(my_side, other_side, strict=False):
+    """
+        Given two HexEdges, are they opposite of each other?
+
+        A hex is opposite of another in the following circumstances:
+
+        W -> NE, E, SE
+        NW -> E, SE, SW
+        NE -> SE, SW, W
+        E -> NW, W, SW
+        SE -> NE, NW, W
+        SW -> E, NE, NW
+    """
+    opp = {}
+    opp[HexEdge.west]       = [HexEdge.east, HexEdge.north_east, HexEdge.south_east]
+    opp[HexEdge.north_west] = [HexEdge.south_east, HexEdge.east, HexEdge.south_west]
+    opp[HexEdge.north_east] = [HexEdge.south_west, HexEdge.south_east, HexEdge.west]
+    opp[HexEdge.east]       = [HexEdge.west, HexEdge.north_west, HexEdge.south_west]
+    opp[HexEdge.south_east] = [HexEdge.north_west, HexEdge.north_east, HexEdge.west]
+    opp[HexEdge.south_west] = [HexEdge.north_east, HexEdge.east, HexEdge.north_west]
+
+    if strict:
+        return other_side is opp[my_side][0]
+    return other_side in opp[my_side]
+
+def is_isthmus(h):
+    if h.is_water:
+        return False
+    water_neighbors = [h for h in h.neighbors if h[1].is_water]
+    if len(water_neighbors) == 2:
+        # if we have two water hexes in our neighbors,
+        # and any one of them are opposite of another one,
+        # we have an isthmus
+        for one, two in combinations(water_neighbors, 2):
+            if is_opposite_hex(one[0], two[0]):
+                return True
+    return False
+
+def is_peninsula(h):
+    """ A hex is a peninsula if it has only one land neighbor """
+    if h.is_water:
+        return False
+    land_neighbors = [h for h in h.neighbors if h[1].is_land]
+    return len(land_neighbors) == 1
+
+def is_bay(h):
+    if h.is_land:
+        return False
+    water_neighbors = [h for h in h.neighbors if h[1].is_water]
+    return len(water_neighbors) == 1
+
+def is_strait(h):
+    if h.is_land:
+        return False
+    water_neighbors = [h for h in h.neighbors if h[1].is_water]
+    if len(water_neighbors) == 2:
+        return is_opposite_hex(water_neighbors[0][0], water_neighbors[1][0])
+    return False
+
+def first_hex_without_geoform(hexes):
+    for y, row in enumerate(hexes):
+        for x, col in enumerate(row):
+            h = hexes[x][y]
+            if h.geoform_type is None:
+                return h
+    return None
diff --git a/todo.md b/todo.md
new file mode 100644
index 0000000..6f34fcf
--- /dev/null
+++ b/todo.md
@@ -0,0 +1,56 @@
+# Hexgen TODO / Wish List
+
+- calendar
+    [x] calendar split into months based on year and day length
+    [ ] each planet has a calendar
+
+- seasons
+    [x] zones of latitude
+    [ ] dependent on axial tilt and rotational period (day) and orbital period (year)
+    [ ] each hex has metrics that are dependent on the month
+    [ ] each hex may have different seasons
+    [ ] a group of hexes that have a similar seasonal cycle make up a "seasonal zone"
+- water cycle
+    [x] ground water: aquifers
+    [x] surface water: lakes and rivers
+    [ ] seasonal rainfall
+- wind
+    http://imgarcade.com/1/prevailing[ ]wind[ ]direction-map/
+    wind map winter: http://www.mapsofworld.com/world-maps/wind-and-pressure-jan-enlarge-map1.html
+    wind map summer: http://www.mapsofworld.com/world-maps/wind-and-pressure-july-enlarge-map.html
+    good pressure map: https://www.e-education.psu.edu/earth103/node/686
+
+    [ ] each hex has a wind speed and hex direction
+        [ ] wind speed: higher in ocean hexes than land hexes. Proportional to planet atmospheric pressure and average surface temperature
+        [x] wind direction: dependent on prevailing wind pattern
+    [x] calculating wind direction
+        -  wind goes from high pressure to low pressure cells
+        -  hex wind direction will point towards neighbor with lowest atmospheric pressure
+        -  groups of similar pressure are "cells"
+    [x] calculating hex pressure
+        - higher pressures on Tropic of Cancer (northern) and Tropic of Capricorn (southern) and polar regions
+        - lower pressures on equator and between the tropics
+        - lower pressure in higher elevations
+        - dry air is more dense than moist air
+        - cold air is more dense than warm air
+    [ ] impact on rainfall: (ex: amazon rainforest)
+        wind directed from an ocean hex onto a land hex = increase in moisture proportional to the change in elevation between this ocean hex and the land hex 5 hexes away in the same direction.
+    [ ] impact on fertility
+        wind from a desert area will increase fertility of land it reaches
+    [ ] impact on temperature
+        wind directed from an ocean hex onto a land hex increases its temperature and that of its inland neighbors proportional to the wind speed and latitude.
+- ocean currents
+
+- geography
+    [ ] detect oceans
+    [ ] detect inland seas
+    [ ] detect lake systems
+    [ ] detect mountain ranges
+    [ ] detect glaciers
+    [ ] detect peninsulas
+    [ ] detect islands
+    [ ] name all of the above
+- new generator architecture
+    [x] use numpy
+    [ ] store all values of a hex in fixed numpy arrays "value array" in the grid instance, use getters and setters to access each value without having to rewrite a lot of code
+    [ ] use transform functions instead of putting everything in mapgen.py