diff --git a/climate-analysis/.gitignore b/climate-analysis/.gitignore
new file mode 100644
index 0000000..33fef0c
--- /dev/null
+++ b/climate-analysis/.gitignore
@@ -0,0 +1,3 @@
+__pycache__/
+*.pyc
+output/run.log
diff --git a/climate-analysis/data/grid_scores.json b/climate-analysis/data/grid_scores.json
new file mode 100644
index 0000000..ac6bbff
--- /dev/null
+++ b/climate-analysis/data/grid_scores.json
@@ -0,0 +1,6308 @@
+{
+ "metadata": {
+ "temp_range_f": [
+ 65.0,
+ 74.0
+ ],
+ "grid_step_deg": 2.0,
+ "source": "IDW interpolation from 48 reference climate stations"
+ },
+ "points": [
+ {
+ "latitude": -46.0,
+ "longitude": 168.0,
+ "livability": 0.0,
+ "temp_score": 0.0,
+ "mosquito_suitability": 0.1895,
+ "avg_temp_f": 55.6
+ },
+ {
+ "latitude": -46.0,
+ "longitude": 170.0,
+ "livability": 0.0,
+ "temp_score": 0.0,
+ "mosquito_suitability": 0.1895,
+ "avg_temp_f": 55.6
+ },
+ {
+ "latitude": -44.0,
+ "longitude": 170.0,
+ "livability": 0.0,
+ "temp_score": 0.0,
+ "mosquito_suitability": 0.1895,
+ "avg_temp_f": 55.6
+ },
+ {
+ "latitude": -44.0,
+ "longitude": 172.0,
+ "livability": 0.0,
+ "temp_score": 0.0,
+ "mosquito_suitability": 0.1897,
+ "avg_temp_f": 55.6
+ },
+ {
+ "latitude": -42.0,
+ "longitude": 172.0,
+ "livability": 0.0,
+ "temp_score": 0.0,
+ "mosquito_suitability": 0.1904,
+ "avg_temp_f": 55.6
+ },
+ {
+ "latitude": -42.0,
+ "longitude": 174.0,
+ "livability": 0.0,
+ "temp_score": 0.0,
+ "mosquito_suitability": 0.1896,
+ "avg_temp_f": 55.6
+ },
+ {
+ "latitude": -40.0,
+ "longitude": -72.0,
+ "livability": 0.1356,
+ "temp_score": 0.1491,
+ "mosquito_suitability": 0.0909,
+ "avg_temp_f": 57.3
+ },
+ {
+ "latitude": -40.0,
+ "longitude": -70.0,
+ "livability": 0.138,
+ "temp_score": 0.1513,
+ "mosquito_suitability": 0.0881,
+ "avg_temp_f": 57.4
+ },
+ {
+ "latitude": -40.0,
+ "longitude": -68.0,
+ "livability": 0.1416,
+ "temp_score": 0.1545,
+ "mosquito_suitability": 0.0834,
+ "avg_temp_f": 57.4
+ },
+ {
+ "latitude": -40.0,
+ "longitude": -66.0,
+ "livability": 0.2122,
+ "temp_score": 0.2305,
+ "mosquito_suitability": 0.0795,
+ "avg_temp_f": 57.5
+ },
+ {
+ "latitude": -40.0,
+ "longitude": 176.0,
+ "livability": 0.0,
+ "temp_score": 0.0,
+ "mosquito_suitability": 0.1944,
+ "avg_temp_f": 55.8
+ },
+ {
+ "latitude": -38.0,
+ "longitude": -72.0,
+ "livability": 0.1332,
+ "temp_score": 0.147,
+ "mosquito_suitability": 0.0935,
+ "avg_temp_f": 57.3
+ },
+ {
+ "latitude": -38.0,
+ "longitude": -70.0,
+ "livability": 0.1356,
+ "temp_score": 0.1492,
+ "mosquito_suitability": 0.0909,
+ "avg_temp_f": 57.3
+ },
+ {
+ "latitude": -38.0,
+ "longitude": -68.0,
+ "livability": 0.1374,
+ "temp_score": 0.1508,
+ "mosquito_suitability": 0.0888,
+ "avg_temp_f": 57.4
+ },
+ {
+ "latitude": -38.0,
+ "longitude": -66.0,
+ "livability": 0.1395,
+ "temp_score": 0.1526,
+ "mosquito_suitability": 0.0862,
+ "avg_temp_f": 57.4
+ },
+ {
+ "latitude": -38.0,
+ "longitude": -64.0,
+ "livability": 0.2112,
+ "temp_score": 0.2296,
+ "mosquito_suitability": 0.0801,
+ "avg_temp_f": 57.5
+ },
+ {
+ "latitude": -38.0,
+ "longitude": 142.0,
+ "livability": 0.3242,
+ "temp_score": 0.3933,
+ "mosquito_suitability": 0.1755,
+ "avg_temp_f": 63.3
+ },
+ {
+ "latitude": -38.0,
+ "longitude": 144.0,
+ "livability": 0.3198,
+ "temp_score": 0.3936,
+ "mosquito_suitability": 0.1876,
+ "avg_temp_f": 63.4
+ },
+ {
+ "latitude": -38.0,
+ "longitude": 146.0,
+ "livability": 0.2624,
+ "temp_score": 0.4714,
+ "mosquito_suitability": 0.4434,
+ "avg_temp_f": 64.0
+ },
+ {
+ "latitude": -38.0,
+ "longitude": 176.0,
+ "livability": 0.1559,
+ "temp_score": 0.2333,
+ "mosquito_suitability": 0.3317,
+ "avg_temp_f": 60.3
+ },
+ {
+ "latitude": -38.0,
+ "longitude": 178.0,
+ "livability": 0.1557,
+ "temp_score": 0.2276,
+ "mosquito_suitability": 0.3158,
+ "avg_temp_f": 59.8
+ },
+ {
+ "latitude": -36.0,
+ "longitude": -72.0,
+ "livability": 0.1328,
+ "temp_score": 0.1465,
+ "mosquito_suitability": 0.094,
+ "avg_temp_f": 57.3
+ },
+ {
+ "latitude": -36.0,
+ "longitude": -70.0,
+ "livability": 0.1374,
+ "temp_score": 0.1508,
+ "mosquito_suitability": 0.0888,
+ "avg_temp_f": 57.4
+ },
+ {
+ "latitude": -36.0,
+ "longitude": -68.0,
+ "livability": 0.1382,
+ "temp_score": 0.1515,
+ "mosquito_suitability": 0.0879,
+ "avg_temp_f": 57.4
+ },
+ {
+ "latitude": -36.0,
+ "longitude": -66.0,
+ "livability": 0.1383,
+ "temp_score": 0.1516,
+ "mosquito_suitability": 0.0877,
+ "avg_temp_f": 57.4
+ },
+ {
+ "latitude": -36.0,
+ "longitude": -64.0,
+ "livability": 0.1403,
+ "temp_score": 0.1534,
+ "mosquito_suitability": 0.0851,
+ "avg_temp_f": 57.4
+ },
+ {
+ "latitude": -36.0,
+ "longitude": -62.0,
+ "livability": 0.2122,
+ "temp_score": 0.2305,
+ "mosquito_suitability": 0.0795,
+ "avg_temp_f": 57.5
+ },
+ {
+ "latitude": -36.0,
+ "longitude": 140.0,
+ "livability": 0.3242,
+ "temp_score": 0.3933,
+ "mosquito_suitability": 0.1755,
+ "avg_temp_f": 63.3
+ },
+ {
+ "latitude": -36.0,
+ "longitude": 142.0,
+ "livability": 0.3242,
+ "temp_score": 0.3933,
+ "mosquito_suitability": 0.1755,
+ "avg_temp_f": 63.4
+ },
+ {
+ "latitude": -36.0,
+ "longitude": 144.0,
+ "livability": 0.3157,
+ "temp_score": 0.3939,
+ "mosquito_suitability": 0.1986,
+ "avg_temp_f": 63.4
+ },
+ {
+ "latitude": -36.0,
+ "longitude": 146.0,
+ "livability": 0.2501,
+ "temp_score": 0.4722,
+ "mosquito_suitability": 0.4703,
+ "avg_temp_f": 64.1
+ },
+ {
+ "latitude": -36.0,
+ "longitude": 148.0,
+ "livability": 0.231,
+ "temp_score": 0.4734,
+ "mosquito_suitability": 0.512,
+ "avg_temp_f": 64.2
+ },
+ {
+ "latitude": -36.0,
+ "longitude": 150.0,
+ "livability": 0.231,
+ "temp_score": 0.4734,
+ "mosquito_suitability": 0.5121,
+ "avg_temp_f": 64.2
+ },
+ {
+ "latitude": -36.0,
+ "longitude": 174.0,
+ "livability": 0.1559,
+ "temp_score": 0.2347,
+ "mosquito_suitability": 0.336,
+ "avg_temp_f": 60.4
+ },
+ {
+ "latitude": -34.0,
+ "longitude": -70.0,
+ "livability": 0.2097,
+ "temp_score": 0.2282,
+ "mosquito_suitability": 0.0812,
+ "avg_temp_f": 57.5
+ },
+ {
+ "latitude": -34.0,
+ "longitude": -68.0,
+ "livability": 0.1396,
+ "temp_score": 0.1528,
+ "mosquito_suitability": 0.086,
+ "avg_temp_f": 57.4
+ },
+ {
+ "latitude": -34.0,
+ "longitude": -66.0,
+ "livability": 0.1379,
+ "temp_score": 0.1512,
+ "mosquito_suitability": 0.0882,
+ "avg_temp_f": 57.4
+ },
+ {
+ "latitude": -34.0,
+ "longitude": -64.0,
+ "livability": 0.1387,
+ "temp_score": 0.152,
+ "mosquito_suitability": 0.0872,
+ "avg_temp_f": 57.4
+ },
+ {
+ "latitude": -34.0,
+ "longitude": -62.0,
+ "livability": 0.212,
+ "temp_score": 0.2303,
+ "mosquito_suitability": 0.0796,
+ "avg_temp_f": 57.5
+ },
+ {
+ "latitude": -34.0,
+ "longitude": 18.0,
+ "livability": 0.3089,
+ "temp_score": 0.4015,
+ "mosquito_suitability": 0.2307,
+ "avg_temp_f": 62.5
+ },
+ {
+ "latitude": -34.0,
+ "longitude": 20.0,
+ "livability": 0.3089,
+ "temp_score": 0.4015,
+ "mosquito_suitability": 0.2307,
+ "avg_temp_f": 62.5
+ },
+ {
+ "latitude": -34.0,
+ "longitude": 22.0,
+ "livability": 0.3089,
+ "temp_score": 0.4015,
+ "mosquito_suitability": 0.2307,
+ "avg_temp_f": 62.5
+ },
+ {
+ "latitude": -34.0,
+ "longitude": 116.0,
+ "livability": 0.2469,
+ "temp_score": 0.3182,
+ "mosquito_suitability": 0.224,
+ "avg_temp_f": 66.4
+ },
+ {
+ "latitude": -34.0,
+ "longitude": 118.0,
+ "livability": 0.2469,
+ "temp_score": 0.3182,
+ "mosquito_suitability": 0.224,
+ "avg_temp_f": 66.4
+ },
+ {
+ "latitude": -34.0,
+ "longitude": 136.0,
+ "livability": 0.3242,
+ "temp_score": 0.3933,
+ "mosquito_suitability": 0.1755,
+ "avg_temp_f": 63.3
+ },
+ {
+ "latitude": -34.0,
+ "longitude": 138.0,
+ "livability": 0.3242,
+ "temp_score": 0.3933,
+ "mosquito_suitability": 0.1755,
+ "avg_temp_f": 63.3
+ },
+ {
+ "latitude": -34.0,
+ "longitude": 140.0,
+ "livability": 0.3242,
+ "temp_score": 0.3933,
+ "mosquito_suitability": 0.1755,
+ "avg_temp_f": 63.3
+ },
+ {
+ "latitude": -34.0,
+ "longitude": 142.0,
+ "livability": 0.3242,
+ "temp_score": 0.3933,
+ "mosquito_suitability": 0.1756,
+ "avg_temp_f": 63.4
+ },
+ {
+ "latitude": -34.0,
+ "longitude": 144.0,
+ "livability": 0.3107,
+ "temp_score": 0.3943,
+ "mosquito_suitability": 0.2121,
+ "avg_temp_f": 63.4
+ },
+ {
+ "latitude": -34.0,
+ "longitude": 146.0,
+ "livability": 0.2412,
+ "temp_score": 0.4728,
+ "mosquito_suitability": 0.4898,
+ "avg_temp_f": 64.1
+ },
+ {
+ "latitude": -34.0,
+ "longitude": 148.0,
+ "livability": 0.231,
+ "temp_score": 0.4734,
+ "mosquito_suitability": 0.5121,
+ "avg_temp_f": 64.2
+ },
+ {
+ "latitude": -34.0,
+ "longitude": 150.0,
+ "livability": 0.231,
+ "temp_score": 0.4734,
+ "mosquito_suitability": 0.5121,
+ "avg_temp_f": 64.2
+ },
+ {
+ "latitude": -32.0,
+ "longitude": -70.0,
+ "livability": 0.1319,
+ "temp_score": 0.1457,
+ "mosquito_suitability": 0.095,
+ "avg_temp_f": 57.3
+ },
+ {
+ "latitude": -32.0,
+ "longitude": -68.0,
+ "livability": 0.1359,
+ "temp_score": 0.1494,
+ "mosquito_suitability": 0.0906,
+ "avg_temp_f": 57.3
+ },
+ {
+ "latitude": -32.0,
+ "longitude": -66.0,
+ "livability": 0.1361,
+ "temp_score": 0.1496,
+ "mosquito_suitability": 0.0904,
+ "avg_temp_f": 57.3
+ },
+ {
+ "latitude": -32.0,
+ "longitude": -64.0,
+ "livability": 0.1376,
+ "temp_score": 0.151,
+ "mosquito_suitability": 0.0885,
+ "avg_temp_f": 57.4
+ },
+ {
+ "latitude": -32.0,
+ "longitude": -62.0,
+ "livability": 0.2122,
+ "temp_score": 0.2305,
+ "mosquito_suitability": 0.0795,
+ "avg_temp_f": 57.5
+ },
+ {
+ "latitude": -32.0,
+ "longitude": 20.0,
+ "livability": 0.3089,
+ "temp_score": 0.4015,
+ "mosquito_suitability": 0.2307,
+ "avg_temp_f": 62.5
+ },
+ {
+ "latitude": -32.0,
+ "longitude": 22.0,
+ "livability": 0.3089,
+ "temp_score": 0.4015,
+ "mosquito_suitability": 0.2307,
+ "avg_temp_f": 62.5
+ },
+ {
+ "latitude": -32.0,
+ "longitude": 24.0,
+ "livability": 0.3084,
+ "temp_score": 0.402,
+ "mosquito_suitability": 0.2329,
+ "avg_temp_f": 62.5
+ },
+ {
+ "latitude": -32.0,
+ "longitude": 26.0,
+ "livability": 0.271,
+ "temp_score": 0.4099,
+ "mosquito_suitability": 0.3389,
+ "avg_temp_f": 63.1
+ },
+ {
+ "latitude": -32.0,
+ "longitude": 28.0,
+ "livability": 0.2846,
+ "temp_score": 0.4899,
+ "mosquito_suitability": 0.419,
+ "avg_temp_f": 63.6
+ },
+ {
+ "latitude": -32.0,
+ "longitude": 116.0,
+ "livability": 0.2469,
+ "temp_score": 0.3182,
+ "mosquito_suitability": 0.224,
+ "avg_temp_f": 66.4
+ },
+ {
+ "latitude": -32.0,
+ "longitude": 118.0,
+ "livability": 0.2469,
+ "temp_score": 0.3182,
+ "mosquito_suitability": 0.224,
+ "avg_temp_f": 66.4
+ },
+ {
+ "latitude": -32.0,
+ "longitude": 120.0,
+ "livability": 0.2469,
+ "temp_score": 0.3182,
+ "mosquito_suitability": 0.224,
+ "avg_temp_f": 66.4
+ },
+ {
+ "latitude": -32.0,
+ "longitude": 122.0,
+ "livability": 0.2469,
+ "temp_score": 0.3182,
+ "mosquito_suitability": 0.224,
+ "avg_temp_f": 66.4
+ },
+ {
+ "latitude": -32.0,
+ "longitude": 124.0,
+ "livability": 0.2469,
+ "temp_score": 0.3182,
+ "mosquito_suitability": 0.224,
+ "avg_temp_f": 66.4
+ },
+ {
+ "latitude": -32.0,
+ "longitude": 134.0,
+ "livability": 0.3242,
+ "temp_score": 0.3933,
+ "mosquito_suitability": 0.1755,
+ "avg_temp_f": 63.3
+ },
+ {
+ "latitude": -32.0,
+ "longitude": 136.0,
+ "livability": 0.3242,
+ "temp_score": 0.3933,
+ "mosquito_suitability": 0.1755,
+ "avg_temp_f": 63.3
+ },
+ {
+ "latitude": -32.0,
+ "longitude": 138.0,
+ "livability": 0.3242,
+ "temp_score": 0.3933,
+ "mosquito_suitability": 0.1755,
+ "avg_temp_f": 63.3
+ },
+ {
+ "latitude": -32.0,
+ "longitude": 140.0,
+ "livability": 0.3242,
+ "temp_score": 0.3933,
+ "mosquito_suitability": 0.1755,
+ "avg_temp_f": 63.4
+ },
+ {
+ "latitude": -32.0,
+ "longitude": 142.0,
+ "livability": 0.3242,
+ "temp_score": 0.3933,
+ "mosquito_suitability": 0.1755,
+ "avg_temp_f": 63.4
+ },
+ {
+ "latitude": -32.0,
+ "longitude": 144.0,
+ "livability": 0.3018,
+ "temp_score": 0.3949,
+ "mosquito_suitability": 0.2358,
+ "avg_temp_f": 63.5
+ },
+ {
+ "latitude": -32.0,
+ "longitude": 146.0,
+ "livability": 0.2366,
+ "temp_score": 0.4731,
+ "mosquito_suitability": 0.4998,
+ "avg_temp_f": 64.1
+ },
+ {
+ "latitude": -32.0,
+ "longitude": 148.0,
+ "livability": 0.231,
+ "temp_score": 0.4734,
+ "mosquito_suitability": 0.5121,
+ "avg_temp_f": 64.2
+ },
+ {
+ "latitude": -32.0,
+ "longitude": 150.0,
+ "livability": 0.231,
+ "temp_score": 0.4734,
+ "mosquito_suitability": 0.5121,
+ "avg_temp_f": 64.2
+ },
+ {
+ "latitude": -32.0,
+ "longitude": 152.0,
+ "livability": 0.231,
+ "temp_score": 0.4734,
+ "mosquito_suitability": 0.5121,
+ "avg_temp_f": 64.2
+ },
+ {
+ "latitude": -30.0,
+ "longitude": -70.0,
+ "livability": 0.0,
+ "temp_score": 0.0,
+ "mosquito_suitability": 0.1008,
+ "avg_temp_f": 57.2
+ },
+ {
+ "latitude": -30.0,
+ "longitude": -68.0,
+ "livability": 0.0667,
+ "temp_score": 0.0737,
+ "mosquito_suitability": 0.0955,
+ "avg_temp_f": 57.3
+ },
+ {
+ "latitude": -30.0,
+ "longitude": -66.0,
+ "livability": 0.1338,
+ "temp_score": 0.1475,
+ "mosquito_suitability": 0.093,
+ "avg_temp_f": 57.3
+ },
+ {
+ "latitude": -30.0,
+ "longitude": -64.0,
+ "livability": 0.1375,
+ "temp_score": 0.1509,
+ "mosquito_suitability": 0.0887,
+ "avg_temp_f": 57.4
+ },
+ {
+ "latitude": -30.0,
+ "longitude": 18.0,
+ "livability": 0.3089,
+ "temp_score": 0.4015,
+ "mosquito_suitability": 0.2307,
+ "avg_temp_f": 62.5
+ },
+ {
+ "latitude": -30.0,
+ "longitude": 20.0,
+ "livability": 0.3089,
+ "temp_score": 0.4015,
+ "mosquito_suitability": 0.2307,
+ "avg_temp_f": 62.5
+ },
+ {
+ "latitude": -30.0,
+ "longitude": 22.0,
+ "livability": 0.3079,
+ "temp_score": 0.4023,
+ "mosquito_suitability": 0.2348,
+ "avg_temp_f": 62.6
+ },
+ {
+ "latitude": -30.0,
+ "longitude": 24.0,
+ "livability": 0.304,
+ "temp_score": 0.4839,
+ "mosquito_suitability": 0.3719,
+ "avg_temp_f": 63.2
+ },
+ {
+ "latitude": -30.0,
+ "longitude": 26.0,
+ "livability": 0.2846,
+ "temp_score": 0.4898,
+ "mosquito_suitability": 0.419,
+ "avg_temp_f": 63.6
+ },
+ {
+ "latitude": -30.0,
+ "longitude": 28.0,
+ "livability": 0.2846,
+ "temp_score": 0.4899,
+ "mosquito_suitability": 0.419,
+ "avg_temp_f": 63.6
+ },
+ {
+ "latitude": -30.0,
+ "longitude": 30.0,
+ "livability": 0.2846,
+ "temp_score": 0.4899,
+ "mosquito_suitability": 0.419,
+ "avg_temp_f": 63.6
+ },
+ {
+ "latitude": -30.0,
+ "longitude": 116.0,
+ "livability": 0.2469,
+ "temp_score": 0.3182,
+ "mosquito_suitability": 0.224,
+ "avg_temp_f": 66.4
+ },
+ {
+ "latitude": -30.0,
+ "longitude": 118.0,
+ "livability": 0.2469,
+ "temp_score": 0.3182,
+ "mosquito_suitability": 0.224,
+ "avg_temp_f": 66.4
+ },
+ {
+ "latitude": -30.0,
+ "longitude": 120.0,
+ "livability": 0.2469,
+ "temp_score": 0.3182,
+ "mosquito_suitability": 0.224,
+ "avg_temp_f": 66.4
+ },
+ {
+ "latitude": -30.0,
+ "longitude": 122.0,
+ "livability": 0.2469,
+ "temp_score": 0.3182,
+ "mosquito_suitability": 0.224,
+ "avg_temp_f": 66.4
+ },
+ {
+ "latitude": -30.0,
+ "longitude": 124.0,
+ "livability": 0.2469,
+ "temp_score": 0.3182,
+ "mosquito_suitability": 0.224,
+ "avg_temp_f": 66.4
+ },
+ {
+ "latitude": -30.0,
+ "longitude": 132.0,
+ "livability": 0.3242,
+ "temp_score": 0.3933,
+ "mosquito_suitability": 0.1755,
+ "avg_temp_f": 63.3
+ },
+ {
+ "latitude": -30.0,
+ "longitude": 134.0,
+ "livability": 0.3242,
+ "temp_score": 0.3933,
+ "mosquito_suitability": 0.1755,
+ "avg_temp_f": 63.3
+ },
+ {
+ "latitude": -30.0,
+ "longitude": 136.0,
+ "livability": 0.3242,
+ "temp_score": 0.3933,
+ "mosquito_suitability": 0.1755,
+ "avg_temp_f": 63.3
+ },
+ {
+ "latitude": -30.0,
+ "longitude": 138.0,
+ "livability": 0.3242,
+ "temp_score": 0.3933,
+ "mosquito_suitability": 0.1755,
+ "avg_temp_f": 63.3
+ },
+ {
+ "latitude": -30.0,
+ "longitude": 140.0,
+ "livability": 0.3242,
+ "temp_score": 0.3933,
+ "mosquito_suitability": 0.1755,
+ "avg_temp_f": 63.4
+ },
+ {
+ "latitude": -30.0,
+ "longitude": 142.0,
+ "livability": 0.3242,
+ "temp_score": 0.3933,
+ "mosquito_suitability": 0.1755,
+ "avg_temp_f": 63.4
+ },
+ {
+ "latitude": -30.0,
+ "longitude": 144.0,
+ "livability": 0.2969,
+ "temp_score": 0.3952,
+ "mosquito_suitability": 0.2486,
+ "avg_temp_f": 63.5
+ },
+ {
+ "latitude": -30.0,
+ "longitude": 146.0,
+ "livability": 0.2312,
+ "temp_score": 0.4734,
+ "mosquito_suitability": 0.5117,
+ "avg_temp_f": 64.2
+ },
+ {
+ "latitude": -30.0,
+ "longitude": 148.0,
+ "livability": 0.231,
+ "temp_score": 0.4734,
+ "mosquito_suitability": 0.5121,
+ "avg_temp_f": 64.2
+ },
+ {
+ "latitude": -30.0,
+ "longitude": 150.0,
+ "livability": 0.231,
+ "temp_score": 0.4734,
+ "mosquito_suitability": 0.5121,
+ "avg_temp_f": 64.2
+ },
+ {
+ "latitude": -30.0,
+ "longitude": 152.0,
+ "livability": 0.231,
+ "temp_score": 0.4734,
+ "mosquito_suitability": 0.5121,
+ "avg_temp_f": 64.2
+ },
+ {
+ "latitude": -28.0,
+ "longitude": -70.0,
+ "livability": 0.0,
+ "temp_score": 0.0,
+ "mosquito_suitability": 0.1015,
+ "avg_temp_f": 57.2
+ },
+ {
+ "latitude": -28.0,
+ "longitude": -68.0,
+ "livability": 0.0653,
+ "temp_score": 0.0725,
+ "mosquito_suitability": 0.0989,
+ "avg_temp_f": 57.2
+ },
+ {
+ "latitude": -28.0,
+ "longitude": -66.0,
+ "livability": 0.1326,
+ "temp_score": 0.1464,
+ "mosquito_suitability": 0.0942,
+ "avg_temp_f": 57.3
+ },
+ {
+ "latitude": -28.0,
+ "longitude": -64.0,
+ "livability": 0.2122,
+ "temp_score": 0.2305,
+ "mosquito_suitability": 0.0795,
+ "avg_temp_f": 57.5
+ },
+ {
+ "latitude": -28.0,
+ "longitude": 16.0,
+ "livability": 0.3089,
+ "temp_score": 0.4015,
+ "mosquito_suitability": 0.2307,
+ "avg_temp_f": 62.5
+ },
+ {
+ "latitude": -28.0,
+ "longitude": 18.0,
+ "livability": 0.3089,
+ "temp_score": 0.4015,
+ "mosquito_suitability": 0.2307,
+ "avg_temp_f": 62.5
+ },
+ {
+ "latitude": -28.0,
+ "longitude": 20.0,
+ "livability": 0.3083,
+ "temp_score": 0.402,
+ "mosquito_suitability": 0.2329,
+ "avg_temp_f": 62.5
+ },
+ {
+ "latitude": -28.0,
+ "longitude": 22.0,
+ "livability": 0.2952,
+ "temp_score": 0.4859,
+ "mosquito_suitability": 0.3925,
+ "avg_temp_f": 63.3
+ },
+ {
+ "latitude": -28.0,
+ "longitude": 24.0,
+ "livability": 0.2846,
+ "temp_score": 0.4899,
+ "mosquito_suitability": 0.419,
+ "avg_temp_f": 63.6
+ },
+ {
+ "latitude": -28.0,
+ "longitude": 26.0,
+ "livability": 0.2846,
+ "temp_score": 0.4899,
+ "mosquito_suitability": 0.419,
+ "avg_temp_f": 63.6
+ },
+ {
+ "latitude": -28.0,
+ "longitude": 28.0,
+ "livability": 0.2846,
+ "temp_score": 0.4899,
+ "mosquito_suitability": 0.419,
+ "avg_temp_f": 63.6
+ },
+ {
+ "latitude": -28.0,
+ "longitude": 30.0,
+ "livability": 0.2846,
+ "temp_score": 0.4899,
+ "mosquito_suitability": 0.419,
+ "avg_temp_f": 63.6
+ },
+ {
+ "latitude": -28.0,
+ "longitude": 32.0,
+ "livability": 0.2846,
+ "temp_score": 0.4899,
+ "mosquito_suitability": 0.419,
+ "avg_temp_f": 63.6
+ },
+ {
+ "latitude": -28.0,
+ "longitude": 116.0,
+ "livability": 0.2469,
+ "temp_score": 0.3182,
+ "mosquito_suitability": 0.224,
+ "avg_temp_f": 66.4
+ },
+ {
+ "latitude": -28.0,
+ "longitude": 118.0,
+ "livability": 0.2469,
+ "temp_score": 0.3182,
+ "mosquito_suitability": 0.224,
+ "avg_temp_f": 66.4
+ },
+ {
+ "latitude": -28.0,
+ "longitude": 120.0,
+ "livability": 0.2469,
+ "temp_score": 0.3182,
+ "mosquito_suitability": 0.224,
+ "avg_temp_f": 66.4
+ },
+ {
+ "latitude": -28.0,
+ "longitude": 122.0,
+ "livability": 0.2469,
+ "temp_score": 0.3182,
+ "mosquito_suitability": 0.224,
+ "avg_temp_f": 66.4
+ },
+ {
+ "latitude": -28.0,
+ "longitude": 124.0,
+ "livability": 0.2469,
+ "temp_score": 0.3182,
+ "mosquito_suitability": 0.224,
+ "avg_temp_f": 66.4
+ },
+ {
+ "latitude": -28.0,
+ "longitude": 134.0,
+ "livability": 0.3242,
+ "temp_score": 0.3933,
+ "mosquito_suitability": 0.1755,
+ "avg_temp_f": 63.3
+ },
+ {
+ "latitude": -28.0,
+ "longitude": 136.0,
+ "livability": 0.3242,
+ "temp_score": 0.3933,
+ "mosquito_suitability": 0.1755,
+ "avg_temp_f": 63.3
+ },
+ {
+ "latitude": -28.0,
+ "longitude": 138.0,
+ "livability": 0.3242,
+ "temp_score": 0.3933,
+ "mosquito_suitability": 0.1755,
+ "avg_temp_f": 63.3
+ },
+ {
+ "latitude": -28.0,
+ "longitude": 140.0,
+ "livability": 0.3242,
+ "temp_score": 0.3933,
+ "mosquito_suitability": 0.1755,
+ "avg_temp_f": 63.3
+ },
+ {
+ "latitude": -28.0,
+ "longitude": 142.0,
+ "livability": 0.3242,
+ "temp_score": 0.3933,
+ "mosquito_suitability": 0.1755,
+ "avg_temp_f": 63.4
+ },
+ {
+ "latitude": -28.0,
+ "longitude": 146.0,
+ "livability": 0.231,
+ "temp_score": 0.4734,
+ "mosquito_suitability": 0.5121,
+ "avg_temp_f": 64.2
+ },
+ {
+ "latitude": -28.0,
+ "longitude": 148.0,
+ "livability": 0.231,
+ "temp_score": 0.4734,
+ "mosquito_suitability": 0.5121,
+ "avg_temp_f": 64.2
+ },
+ {
+ "latitude": -28.0,
+ "longitude": 150.0,
+ "livability": 0.231,
+ "temp_score": 0.4734,
+ "mosquito_suitability": 0.5121,
+ "avg_temp_f": 64.2
+ },
+ {
+ "latitude": -28.0,
+ "longitude": 152.0,
+ "livability": 0.231,
+ "temp_score": 0.4734,
+ "mosquito_suitability": 0.5121,
+ "avg_temp_f": 64.2
+ },
+ {
+ "latitude": -26.0,
+ "longitude": -70.0,
+ "livability": 0.0,
+ "temp_score": 0.0,
+ "mosquito_suitability": 0.1053,
+ "avg_temp_f": 57.1
+ },
+ {
+ "latitude": -26.0,
+ "longitude": -68.0,
+ "livability": 0.0,
+ "temp_score": 0.0,
+ "mosquito_suitability": 0.1043,
+ "avg_temp_f": 57.1
+ },
+ {
+ "latitude": -26.0,
+ "longitude": 18.0,
+ "livability": 0.3089,
+ "temp_score": 0.4015,
+ "mosquito_suitability": 0.2307,
+ "avg_temp_f": 62.5
+ },
+ {
+ "latitude": -26.0,
+ "longitude": 20.0,
+ "livability": 0.2846,
+ "temp_score": 0.4899,
+ "mosquito_suitability": 0.419,
+ "avg_temp_f": 63.6
+ },
+ {
+ "latitude": -26.0,
+ "longitude": 22.0,
+ "livability": 0.2846,
+ "temp_score": 0.4899,
+ "mosquito_suitability": 0.419,
+ "avg_temp_f": 63.6
+ },
+ {
+ "latitude": -26.0,
+ "longitude": 24.0,
+ "livability": 0.2846,
+ "temp_score": 0.4899,
+ "mosquito_suitability": 0.419,
+ "avg_temp_f": 63.6
+ },
+ {
+ "latitude": -26.0,
+ "longitude": 26.0,
+ "livability": 0.2846,
+ "temp_score": 0.4899,
+ "mosquito_suitability": 0.419,
+ "avg_temp_f": 63.6
+ },
+ {
+ "latitude": -26.0,
+ "longitude": 28.0,
+ "livability": 0.2846,
+ "temp_score": 0.4899,
+ "mosquito_suitability": 0.419,
+ "avg_temp_f": 63.6
+ },
+ {
+ "latitude": -26.0,
+ "longitude": 30.0,
+ "livability": 0.2846,
+ "temp_score": 0.4899,
+ "mosquito_suitability": 0.419,
+ "avg_temp_f": 63.6
+ },
+ {
+ "latitude": -26.0,
+ "longitude": 32.0,
+ "livability": 0.2846,
+ "temp_score": 0.4899,
+ "mosquito_suitability": 0.419,
+ "avg_temp_f": 63.6
+ },
+ {
+ "latitude": -26.0,
+ "longitude": 114.0,
+ "livability": 0.2469,
+ "temp_score": 0.3182,
+ "mosquito_suitability": 0.224,
+ "avg_temp_f": 66.4
+ },
+ {
+ "latitude": -26.0,
+ "longitude": 116.0,
+ "livability": 0.2469,
+ "temp_score": 0.3182,
+ "mosquito_suitability": 0.224,
+ "avg_temp_f": 66.4
+ },
+ {
+ "latitude": -26.0,
+ "longitude": 118.0,
+ "livability": 0.2469,
+ "temp_score": 0.3182,
+ "mosquito_suitability": 0.224,
+ "avg_temp_f": 66.4
+ },
+ {
+ "latitude": -26.0,
+ "longitude": 120.0,
+ "livability": 0.2469,
+ "temp_score": 0.3182,
+ "mosquito_suitability": 0.224,
+ "avg_temp_f": 66.4
+ },
+ {
+ "latitude": -26.0,
+ "longitude": 122.0,
+ "livability": 0.2469,
+ "temp_score": 0.3182,
+ "mosquito_suitability": 0.224,
+ "avg_temp_f": 66.4
+ },
+ {
+ "latitude": -26.0,
+ "longitude": 150.0,
+ "livability": 0.231,
+ "temp_score": 0.4734,
+ "mosquito_suitability": 0.5121,
+ "avg_temp_f": 64.2
+ },
+ {
+ "latitude": -26.0,
+ "longitude": 152.0,
+ "livability": 0.231,
+ "temp_score": 0.4734,
+ "mosquito_suitability": 0.5121,
+ "avg_temp_f": 64.2
+ },
+ {
+ "latitude": -24.0,
+ "longitude": -70.0,
+ "livability": 0.0,
+ "temp_score": 0.0,
+ "mosquito_suitability": 0.0064,
+ "avg_temp_f": 50.1
+ },
+ {
+ "latitude": -24.0,
+ "longitude": -68.0,
+ "livability": 0.0,
+ "temp_score": 0.0,
+ "mosquito_suitability": 0.0064,
+ "avg_temp_f": 50.1
+ },
+ {
+ "latitude": -24.0,
+ "longitude": -66.0,
+ "livability": 0.0,
+ "temp_score": 0.0,
+ "mosquito_suitability": 0.0064,
+ "avg_temp_f": 50.1
+ },
+ {
+ "latitude": -24.0,
+ "longitude": 20.0,
+ "livability": 0.2846,
+ "temp_score": 0.4899,
+ "mosquito_suitability": 0.419,
+ "avg_temp_f": 63.6
+ },
+ {
+ "latitude": -24.0,
+ "longitude": 22.0,
+ "livability": 0.2846,
+ "temp_score": 0.4899,
+ "mosquito_suitability": 0.419,
+ "avg_temp_f": 63.6
+ },
+ {
+ "latitude": -24.0,
+ "longitude": 24.0,
+ "livability": 0.2846,
+ "temp_score": 0.4899,
+ "mosquito_suitability": 0.419,
+ "avg_temp_f": 63.6
+ },
+ {
+ "latitude": -24.0,
+ "longitude": 26.0,
+ "livability": 0.2846,
+ "temp_score": 0.4899,
+ "mosquito_suitability": 0.419,
+ "avg_temp_f": 63.6
+ },
+ {
+ "latitude": -24.0,
+ "longitude": 28.0,
+ "livability": 0.2846,
+ "temp_score": 0.4899,
+ "mosquito_suitability": 0.419,
+ "avg_temp_f": 63.6
+ },
+ {
+ "latitude": -24.0,
+ "longitude": 30.0,
+ "livability": 0.2846,
+ "temp_score": 0.4899,
+ "mosquito_suitability": 0.419,
+ "avg_temp_f": 63.6
+ },
+ {
+ "latitude": -24.0,
+ "longitude": 32.0,
+ "livability": 0.2846,
+ "temp_score": 0.4899,
+ "mosquito_suitability": 0.419,
+ "avg_temp_f": 63.6
+ },
+ {
+ "latitude": -24.0,
+ "longitude": 34.0,
+ "livability": 0.2846,
+ "temp_score": 0.4899,
+ "mosquito_suitability": 0.419,
+ "avg_temp_f": 63.6
+ },
+ {
+ "latitude": -24.0,
+ "longitude": 44.0,
+ "livability": 0.2825,
+ "temp_score": 0.5647,
+ "mosquito_suitability": 0.4998,
+ "avg_temp_f": 64.9
+ },
+ {
+ "latitude": -24.0,
+ "longitude": 46.0,
+ "livability": 0.2825,
+ "temp_score": 0.5647,
+ "mosquito_suitability": 0.4998,
+ "avg_temp_f": 64.9
+ },
+ {
+ "latitude": -24.0,
+ "longitude": 116.0,
+ "livability": 0.2469,
+ "temp_score": 0.3182,
+ "mosquito_suitability": 0.224,
+ "avg_temp_f": 66.4
+ },
+ {
+ "latitude": -22.0,
+ "longitude": -70.0,
+ "livability": 0.0,
+ "temp_score": 0.0,
+ "mosquito_suitability": 0.0064,
+ "avg_temp_f": 50.1
+ },
+ {
+ "latitude": -22.0,
+ "longitude": -68.0,
+ "livability": 0.0,
+ "temp_score": 0.0,
+ "mosquito_suitability": 0.0064,
+ "avg_temp_f": 50.1
+ },
+ {
+ "latitude": -22.0,
+ "longitude": -66.0,
+ "livability": 0.0,
+ "temp_score": 0.0,
+ "mosquito_suitability": 0.0064,
+ "avg_temp_f": 50.1
+ },
+ {
+ "latitude": -22.0,
+ "longitude": -64.0,
+ "livability": 0.0,
+ "temp_score": 0.0,
+ "mosquito_suitability": 0.0064,
+ "avg_temp_f": 50.1
+ },
+ {
+ "latitude": -22.0,
+ "longitude": -62.0,
+ "livability": 0.0,
+ "temp_score": 0.0,
+ "mosquito_suitability": 0.0064,
+ "avg_temp_f": 50.1
+ },
+ {
+ "latitude": -22.0,
+ "longitude": 22.0,
+ "livability": 0.2846,
+ "temp_score": 0.4899,
+ "mosquito_suitability": 0.419,
+ "avg_temp_f": 63.6
+ },
+ {
+ "latitude": -22.0,
+ "longitude": 24.0,
+ "livability": 0.2846,
+ "temp_score": 0.4899,
+ "mosquito_suitability": 0.419,
+ "avg_temp_f": 63.6
+ },
+ {
+ "latitude": -22.0,
+ "longitude": 26.0,
+ "livability": 0.2846,
+ "temp_score": 0.4899,
+ "mosquito_suitability": 0.419,
+ "avg_temp_f": 63.6
+ },
+ {
+ "latitude": -22.0,
+ "longitude": 28.0,
+ "livability": 0.2846,
+ "temp_score": 0.4899,
+ "mosquito_suitability": 0.419,
+ "avg_temp_f": 63.6
+ },
+ {
+ "latitude": -22.0,
+ "longitude": 30.0,
+ "livability": 0.2846,
+ "temp_score": 0.4899,
+ "mosquito_suitability": 0.419,
+ "avg_temp_f": 63.6
+ },
+ {
+ "latitude": -22.0,
+ "longitude": 32.0,
+ "livability": 0.2846,
+ "temp_score": 0.4899,
+ "mosquito_suitability": 0.419,
+ "avg_temp_f": 63.6
+ },
+ {
+ "latitude": -22.0,
+ "longitude": 34.0,
+ "livability": 0.2846,
+ "temp_score": 0.4899,
+ "mosquito_suitability": 0.419,
+ "avg_temp_f": 63.6
+ },
+ {
+ "latitude": -22.0,
+ "longitude": 44.0,
+ "livability": 0.2825,
+ "temp_score": 0.5647,
+ "mosquito_suitability": 0.4998,
+ "avg_temp_f": 64.9
+ },
+ {
+ "latitude": -22.0,
+ "longitude": 46.0,
+ "livability": 0.2825,
+ "temp_score": 0.5647,
+ "mosquito_suitability": 0.4998,
+ "avg_temp_f": 64.9
+ },
+ {
+ "latitude": -22.0,
+ "longitude": 48.0,
+ "livability": 0.2825,
+ "temp_score": 0.5647,
+ "mosquito_suitability": 0.4998,
+ "avg_temp_f": 64.9
+ },
+ {
+ "latitude": -20.0,
+ "longitude": -70.0,
+ "livability": 0.0,
+ "temp_score": 0.0,
+ "mosquito_suitability": 0.0064,
+ "avg_temp_f": 50.1
+ },
+ {
+ "latitude": -20.0,
+ "longitude": -68.0,
+ "livability": 0.0,
+ "temp_score": 0.0,
+ "mosquito_suitability": 0.0064,
+ "avg_temp_f": 50.1
+ },
+ {
+ "latitude": -20.0,
+ "longitude": -66.0,
+ "livability": 0.0,
+ "temp_score": 0.0,
+ "mosquito_suitability": 0.0064,
+ "avg_temp_f": 50.1
+ },
+ {
+ "latitude": -20.0,
+ "longitude": -64.0,
+ "livability": 0.0,
+ "temp_score": 0.0,
+ "mosquito_suitability": 0.0064,
+ "avg_temp_f": 50.1
+ },
+ {
+ "latitude": -20.0,
+ "longitude": -62.0,
+ "livability": 0.0,
+ "temp_score": 0.0,
+ "mosquito_suitability": 0.0064,
+ "avg_temp_f": 50.1
+ },
+ {
+ "latitude": -20.0,
+ "longitude": 24.0,
+ "livability": 0.2846,
+ "temp_score": 0.4899,
+ "mosquito_suitability": 0.419,
+ "avg_temp_f": 63.6
+ },
+ {
+ "latitude": -20.0,
+ "longitude": 26.0,
+ "livability": 0.2846,
+ "temp_score": 0.4899,
+ "mosquito_suitability": 0.419,
+ "avg_temp_f": 63.6
+ },
+ {
+ "latitude": -20.0,
+ "longitude": 28.0,
+ "livability": 0.2846,
+ "temp_score": 0.4899,
+ "mosquito_suitability": 0.419,
+ "avg_temp_f": 63.6
+ },
+ {
+ "latitude": -20.0,
+ "longitude": 30.0,
+ "livability": 0.2846,
+ "temp_score": 0.4899,
+ "mosquito_suitability": 0.419,
+ "avg_temp_f": 63.6
+ },
+ {
+ "latitude": -20.0,
+ "longitude": 32.0,
+ "livability": 0.2846,
+ "temp_score": 0.4899,
+ "mosquito_suitability": 0.419,
+ "avg_temp_f": 63.6
+ },
+ {
+ "latitude": -20.0,
+ "longitude": 34.0,
+ "livability": 0.2846,
+ "temp_score": 0.4899,
+ "mosquito_suitability": 0.419,
+ "avg_temp_f": 63.6
+ },
+ {
+ "latitude": -20.0,
+ "longitude": 46.0,
+ "livability": 0.2825,
+ "temp_score": 0.5647,
+ "mosquito_suitability": 0.4998,
+ "avg_temp_f": 64.9
+ },
+ {
+ "latitude": -20.0,
+ "longitude": 48.0,
+ "livability": 0.2825,
+ "temp_score": 0.5647,
+ "mosquito_suitability": 0.4998,
+ "avg_temp_f": 64.9
+ },
+ {
+ "latitude": -18.0,
+ "longitude": -70.0,
+ "livability": 0.0,
+ "temp_score": 0.0,
+ "mosquito_suitability": 0.0064,
+ "avg_temp_f": 50.1
+ },
+ {
+ "latitude": -18.0,
+ "longitude": -68.0,
+ "livability": 0.0,
+ "temp_score": 0.0,
+ "mosquito_suitability": 0.0064,
+ "avg_temp_f": 50.1
+ },
+ {
+ "latitude": -18.0,
+ "longitude": -66.0,
+ "livability": 0.0,
+ "temp_score": 0.0,
+ "mosquito_suitability": 0.0064,
+ "avg_temp_f": 50.1
+ },
+ {
+ "latitude": -18.0,
+ "longitude": -64.0,
+ "livability": 0.0,
+ "temp_score": 0.0,
+ "mosquito_suitability": 0.0064,
+ "avg_temp_f": 50.1
+ },
+ {
+ "latitude": -18.0,
+ "longitude": -62.0,
+ "livability": 0.0,
+ "temp_score": 0.0,
+ "mosquito_suitability": 0.0064,
+ "avg_temp_f": 50.1
+ },
+ {
+ "latitude": -18.0,
+ "longitude": -60.0,
+ "livability": 0.0,
+ "temp_score": 0.0,
+ "mosquito_suitability": 0.0064,
+ "avg_temp_f": 50.1
+ },
+ {
+ "latitude": -18.0,
+ "longitude": 26.0,
+ "livability": 0.2846,
+ "temp_score": 0.4899,
+ "mosquito_suitability": 0.419,
+ "avg_temp_f": 63.6
+ },
+ {
+ "latitude": -18.0,
+ "longitude": 28.0,
+ "livability": 0.2846,
+ "temp_score": 0.4899,
+ "mosquito_suitability": 0.419,
+ "avg_temp_f": 63.6
+ },
+ {
+ "latitude": -18.0,
+ "longitude": 30.0,
+ "livability": 0.2846,
+ "temp_score": 0.4899,
+ "mosquito_suitability": 0.419,
+ "avg_temp_f": 63.6
+ },
+ {
+ "latitude": -18.0,
+ "longitude": 46.0,
+ "livability": 0.2825,
+ "temp_score": 0.5647,
+ "mosquito_suitability": 0.4998,
+ "avg_temp_f": 64.9
+ },
+ {
+ "latitude": -18.0,
+ "longitude": 48.0,
+ "livability": 0.2825,
+ "temp_score": 0.5647,
+ "mosquito_suitability": 0.4998,
+ "avg_temp_f": 64.9
+ },
+ {
+ "latitude": -16.0,
+ "longitude": -74.0,
+ "livability": 0.0,
+ "temp_score": 0.0,
+ "mosquito_suitability": 0.0064,
+ "avg_temp_f": 50.1
+ },
+ {
+ "latitude": -16.0,
+ "longitude": -72.0,
+ "livability": 0.0,
+ "temp_score": 0.0,
+ "mosquito_suitability": 0.0064,
+ "avg_temp_f": 50.1
+ },
+ {
+ "latitude": -16.0,
+ "longitude": -70.0,
+ "livability": 0.0,
+ "temp_score": 0.0,
+ "mosquito_suitability": 0.0064,
+ "avg_temp_f": 50.1
+ },
+ {
+ "latitude": -16.0,
+ "longitude": -68.0,
+ "livability": 0.0,
+ "temp_score": 0.0,
+ "mosquito_suitability": 0.0064,
+ "avg_temp_f": 50.1
+ },
+ {
+ "latitude": -16.0,
+ "longitude": -66.0,
+ "livability": 0.0,
+ "temp_score": 0.0,
+ "mosquito_suitability": 0.0064,
+ "avg_temp_f": 50.1
+ },
+ {
+ "latitude": -16.0,
+ "longitude": -64.0,
+ "livability": 0.0,
+ "temp_score": 0.0,
+ "mosquito_suitability": 0.0064,
+ "avg_temp_f": 50.1
+ },
+ {
+ "latitude": -16.0,
+ "longitude": -62.0,
+ "livability": 0.0,
+ "temp_score": 0.0,
+ "mosquito_suitability": 0.0064,
+ "avg_temp_f": 50.1
+ },
+ {
+ "latitude": -16.0,
+ "longitude": -60.0,
+ "livability": 0.0,
+ "temp_score": 0.0,
+ "mosquito_suitability": 0.0064,
+ "avg_temp_f": 50.1
+ },
+ {
+ "latitude": -16.0,
+ "longitude": 40.0,
+ "livability": 0.2825,
+ "temp_score": 0.5647,
+ "mosquito_suitability": 0.4998,
+ "avg_temp_f": 64.9
+ },
+ {
+ "latitude": -16.0,
+ "longitude": 46.0,
+ "livability": 0.2825,
+ "temp_score": 0.5647,
+ "mosquito_suitability": 0.4998,
+ "avg_temp_f": 64.9
+ },
+ {
+ "latitude": -16.0,
+ "longitude": 48.0,
+ "livability": 0.2825,
+ "temp_score": 0.5647,
+ "mosquito_suitability": 0.4998,
+ "avg_temp_f": 64.9
+ },
+ {
+ "latitude": -14.0,
+ "longitude": -76.0,
+ "livability": 0.0,
+ "temp_score": 0.0,
+ "mosquito_suitability": 0.0064,
+ "avg_temp_f": 50.1
+ },
+ {
+ "latitude": -14.0,
+ "longitude": -74.0,
+ "livability": 0.0,
+ "temp_score": 0.0,
+ "mosquito_suitability": 0.0064,
+ "avg_temp_f": 50.1
+ },
+ {
+ "latitude": -14.0,
+ "longitude": -72.0,
+ "livability": 0.0,
+ "temp_score": 0.0,
+ "mosquito_suitability": 0.0064,
+ "avg_temp_f": 50.1
+ },
+ {
+ "latitude": -14.0,
+ "longitude": -70.0,
+ "livability": 0.0,
+ "temp_score": 0.0,
+ "mosquito_suitability": 0.0064,
+ "avg_temp_f": 50.1
+ },
+ {
+ "latitude": -14.0,
+ "longitude": -68.0,
+ "livability": 0.0,
+ "temp_score": 0.0,
+ "mosquito_suitability": 0.0064,
+ "avg_temp_f": 50.1
+ },
+ {
+ "latitude": -14.0,
+ "longitude": -66.0,
+ "livability": 0.0,
+ "temp_score": 0.0,
+ "mosquito_suitability": 0.0064,
+ "avg_temp_f": 50.1
+ },
+ {
+ "latitude": -14.0,
+ "longitude": -64.0,
+ "livability": 0.0,
+ "temp_score": 0.0,
+ "mosquito_suitability": 0.0064,
+ "avg_temp_f": 50.1
+ },
+ {
+ "latitude": -14.0,
+ "longitude": -62.0,
+ "livability": 0.0,
+ "temp_score": 0.0,
+ "mosquito_suitability": 0.0064,
+ "avg_temp_f": 50.1
+ },
+ {
+ "latitude": -14.0,
+ "longitude": 36.0,
+ "livability": 0.0,
+ "temp_score": 0.0,
+ "mosquito_suitability": 0.8402,
+ "avg_temp_f": 78.5
+ },
+ {
+ "latitude": -14.0,
+ "longitude": 38.0,
+ "livability": 0.0,
+ "temp_score": 0.0,
+ "mosquito_suitability": 0.8402,
+ "avg_temp_f": 78.5
+ },
+ {
+ "latitude": -14.0,
+ "longitude": 40.0,
+ "livability": 0.0,
+ "temp_score": 0.0,
+ "mosquito_suitability": 0.8402,
+ "avg_temp_f": 78.5
+ },
+ {
+ "latitude": -14.0,
+ "longitude": 48.0,
+ "livability": 0.2825,
+ "temp_score": 0.5647,
+ "mosquito_suitability": 0.4998,
+ "avg_temp_f": 64.9
+ },
+ {
+ "latitude": -14.0,
+ "longitude": 50.0,
+ "livability": 0.2825,
+ "temp_score": 0.5647,
+ "mosquito_suitability": 0.4998,
+ "avg_temp_f": 64.9
+ },
+ {
+ "latitude": -12.0,
+ "longitude": -74.0,
+ "livability": 0.0,
+ "temp_score": 0.0,
+ "mosquito_suitability": 0.0064,
+ "avg_temp_f": 50.1
+ },
+ {
+ "latitude": -12.0,
+ "longitude": -72.0,
+ "livability": 0.0,
+ "temp_score": 0.0,
+ "mosquito_suitability": 0.0064,
+ "avg_temp_f": 50.1
+ },
+ {
+ "latitude": -12.0,
+ "longitude": -70.0,
+ "livability": 0.0,
+ "temp_score": 0.0,
+ "mosquito_suitability": 0.0064,
+ "avg_temp_f": 50.1
+ },
+ {
+ "latitude": -12.0,
+ "longitude": -68.0,
+ "livability": 0.0,
+ "temp_score": 0.0,
+ "mosquito_suitability": 0.0064,
+ "avg_temp_f": 50.1
+ },
+ {
+ "latitude": -12.0,
+ "longitude": -66.0,
+ "livability": 0.0,
+ "temp_score": 0.0,
+ "mosquito_suitability": 0.0064,
+ "avg_temp_f": 50.1
+ },
+ {
+ "latitude": -12.0,
+ "longitude": -64.0,
+ "livability": 0.0,
+ "temp_score": 0.0,
+ "mosquito_suitability": 0.0064,
+ "avg_temp_f": 50.1
+ },
+ {
+ "latitude": -12.0,
+ "longitude": -62.0,
+ "livability": 0.0,
+ "temp_score": 0.0,
+ "mosquito_suitability": 0.0064,
+ "avg_temp_f": 50.1
+ },
+ {
+ "latitude": -12.0,
+ "longitude": 34.0,
+ "livability": 0.0,
+ "temp_score": 0.0,
+ "mosquito_suitability": 0.8402,
+ "avg_temp_f": 78.5
+ },
+ {
+ "latitude": -12.0,
+ "longitude": 36.0,
+ "livability": 0.0,
+ "temp_score": 0.0,
+ "mosquito_suitability": 0.8402,
+ "avg_temp_f": 78.5
+ },
+ {
+ "latitude": -12.0,
+ "longitude": 38.0,
+ "livability": 0.0,
+ "temp_score": 0.0,
+ "mosquito_suitability": 0.8402,
+ "avg_temp_f": 78.5
+ },
+ {
+ "latitude": -12.0,
+ "longitude": 40.0,
+ "livability": 0.0,
+ "temp_score": 0.0,
+ "mosquito_suitability": 0.8402,
+ "avg_temp_f": 78.5
+ },
+ {
+ "latitude": -10.0,
+ "longitude": -78.0,
+ "livability": 0.0,
+ "temp_score": 0.0,
+ "mosquito_suitability": 0.1749,
+ "avg_temp_f": 58.9
+ },
+ {
+ "latitude": -10.0,
+ "longitude": -76.0,
+ "livability": 0.0,
+ "temp_score": 0.0,
+ "mosquito_suitability": 0.1749,
+ "avg_temp_f": 58.8
+ },
+ {
+ "latitude": -10.0,
+ "longitude": -72.0,
+ "livability": 0.0,
+ "temp_score": 0.0,
+ "mosquito_suitability": 0.0064,
+ "avg_temp_f": 50.1
+ },
+ {
+ "latitude": -10.0,
+ "longitude": -70.0,
+ "livability": 0.0,
+ "temp_score": 0.0,
+ "mosquito_suitability": 0.0064,
+ "avg_temp_f": 50.1
+ },
+ {
+ "latitude": -10.0,
+ "longitude": -68.0,
+ "livability": 0.0,
+ "temp_score": 0.0,
+ "mosquito_suitability": 0.0064,
+ "avg_temp_f": 50.1
+ },
+ {
+ "latitude": -10.0,
+ "longitude": -66.0,
+ "livability": 0.0,
+ "temp_score": 0.0,
+ "mosquito_suitability": 0.0064,
+ "avg_temp_f": 50.1
+ },
+ {
+ "latitude": -10.0,
+ "longitude": -64.0,
+ "livability": 0.0,
+ "temp_score": 0.0,
+ "mosquito_suitability": 0.0064,
+ "avg_temp_f": 50.1
+ },
+ {
+ "latitude": -10.0,
+ "longitude": 32.0,
+ "livability": 0.0,
+ "temp_score": 0.0,
+ "mosquito_suitability": 0.8402,
+ "avg_temp_f": 78.5
+ },
+ {
+ "latitude": -10.0,
+ "longitude": 34.0,
+ "livability": 0.0,
+ "temp_score": 0.0,
+ "mosquito_suitability": 0.8402,
+ "avg_temp_f": 78.5
+ },
+ {
+ "latitude": -10.0,
+ "longitude": 36.0,
+ "livability": 0.0,
+ "temp_score": 0.0,
+ "mosquito_suitability": 0.8402,
+ "avg_temp_f": 78.5
+ },
+ {
+ "latitude": -10.0,
+ "longitude": 38.0,
+ "livability": 0.0,
+ "temp_score": 0.0,
+ "mosquito_suitability": 0.8402,
+ "avg_temp_f": 78.5
+ },
+ {
+ "latitude": -8.0,
+ "longitude": -78.0,
+ "livability": 0.0,
+ "temp_score": 0.0,
+ "mosquito_suitability": 0.175,
+ "avg_temp_f": 58.8
+ },
+ {
+ "latitude": -8.0,
+ "longitude": -76.0,
+ "livability": 0.0,
+ "temp_score": 0.0,
+ "mosquito_suitability": 0.1749,
+ "avg_temp_f": 58.9
+ },
+ {
+ "latitude": -8.0,
+ "longitude": -74.0,
+ "livability": 0.0,
+ "temp_score": 0.0,
+ "mosquito_suitability": 0.1749,
+ "avg_temp_f": 58.9
+ },
+ {
+ "latitude": -8.0,
+ "longitude": 32.0,
+ "livability": 0.0,
+ "temp_score": 0.0,
+ "mosquito_suitability": 0.8402,
+ "avg_temp_f": 78.5
+ },
+ {
+ "latitude": -8.0,
+ "longitude": 34.0,
+ "livability": 0.0119,
+ "temp_score": 0.0719,
+ "mosquito_suitability": 0.8348,
+ "avg_temp_f": 78.1
+ },
+ {
+ "latitude": -8.0,
+ "longitude": 36.0,
+ "livability": 0.0,
+ "temp_score": 0.0,
+ "mosquito_suitability": 0.8388,
+ "avg_temp_f": 78.4
+ },
+ {
+ "latitude": -8.0,
+ "longitude": 38.0,
+ "livability": 0.0,
+ "temp_score": 0.0,
+ "mosquito_suitability": 0.8401,
+ "avg_temp_f": 78.5
+ },
+ {
+ "latitude": -6.0,
+ "longitude": -80.0,
+ "livability": 0.0,
+ "temp_score": 0.0,
+ "mosquito_suitability": 0.1752,
+ "avg_temp_f": 58.8
+ },
+ {
+ "latitude": -6.0,
+ "longitude": -78.0,
+ "livability": 0.0,
+ "temp_score": 0.0,
+ "mosquito_suitability": 0.1753,
+ "avg_temp_f": 58.8
+ },
+ {
+ "latitude": -6.0,
+ "longitude": -76.0,
+ "livability": 0.0,
+ "temp_score": 0.0,
+ "mosquito_suitability": 0.1756,
+ "avg_temp_f": 58.8
+ },
+ {
+ "latitude": -6.0,
+ "longitude": -74.0,
+ "livability": 0.0,
+ "temp_score": 0.0,
+ "mosquito_suitability": 0.1755,
+ "avg_temp_f": 58.8
+ },
+ {
+ "latitude": -6.0,
+ "longitude": -72.0,
+ "livability": 0.0,
+ "temp_score": 0.0,
+ "mosquito_suitability": 0.1749,
+ "avg_temp_f": 58.9
+ },
+ {
+ "latitude": -6.0,
+ "longitude": 32.0,
+ "livability": 0.4253,
+ "temp_score": 0.8913,
+ "mosquito_suitability": 0.5229,
+ "avg_temp_f": 68.3
+ },
+ {
+ "latitude": -6.0,
+ "longitude": 34.0,
+ "livability": 0.1882,
+ "temp_score": 0.6266,
+ "mosquito_suitability": 0.6997,
+ "avg_temp_f": 72.9
+ },
+ {
+ "latitude": -6.0,
+ "longitude": 36.0,
+ "livability": 0.0411,
+ "temp_score": 0.221,
+ "mosquito_suitability": 0.8143,
+ "avg_temp_f": 76.9
+ },
+ {
+ "latitude": -6.0,
+ "longitude": 38.0,
+ "livability": 0.0,
+ "temp_score": 0.0,
+ "mosquito_suitability": 0.8395,
+ "avg_temp_f": 78.5
+ },
+ {
+ "latitude": -6.0,
+ "longitude": 106.0,
+ "livability": 0.0,
+ "temp_score": 0.0,
+ "mosquito_suitability": 0.9794,
+ "avg_temp_f": 81.7
+ },
+ {
+ "latitude": -4.0,
+ "longitude": -80.0,
+ "livability": 0.0,
+ "temp_score": 0.0,
+ "mosquito_suitability": 0.1751,
+ "avg_temp_f": 58.8
+ },
+ {
+ "latitude": -4.0,
+ "longitude": -78.0,
+ "livability": 0.0,
+ "temp_score": 0.0,
+ "mosquito_suitability": 0.1751,
+ "avg_temp_f": 58.8
+ },
+ {
+ "latitude": -4.0,
+ "longitude": -76.0,
+ "livability": 0.0,
+ "temp_score": 0.0,
+ "mosquito_suitability": 0.1764,
+ "avg_temp_f": 58.7
+ },
+ {
+ "latitude": -4.0,
+ "longitude": -74.0,
+ "livability": 0.0,
+ "temp_score": 0.0,
+ "mosquito_suitability": 0.1775,
+ "avg_temp_f": 58.7
+ },
+ {
+ "latitude": -4.0,
+ "longitude": -72.0,
+ "livability": 0.0,
+ "temp_score": 0.0,
+ "mosquito_suitability": 0.1771,
+ "avg_temp_f": 58.7
+ },
+ {
+ "latitude": -4.0,
+ "longitude": 30.0,
+ "livability": 0.3674,
+ "temp_score": 0.6102,
+ "mosquito_suitability": 0.398,
+ "avg_temp_f": 65.2
+ },
+ {
+ "latitude": -4.0,
+ "longitude": 32.0,
+ "livability": 0.3667,
+ "temp_score": 0.6124,
+ "mosquito_suitability": 0.4012,
+ "avg_temp_f": 65.3
+ },
+ {
+ "latitude": -4.0,
+ "longitude": 34.0,
+ "livability": 0.4014,
+ "temp_score": 0.7031,
+ "mosquito_suitability": 0.4291,
+ "avg_temp_f": 66.0
+ },
+ {
+ "latitude": -4.0,
+ "longitude": 36.0,
+ "livability": 0.3912,
+ "temp_score": 0.7204,
+ "mosquito_suitability": 0.4569,
+ "avg_temp_f": 66.7
+ },
+ {
+ "latitude": -4.0,
+ "longitude": 38.0,
+ "livability": 0.2842,
+ "temp_score": 0.7988,
+ "mosquito_suitability": 0.6442,
+ "avg_temp_f": 71.4
+ },
+ {
+ "latitude": -4.0,
+ "longitude": 104.0,
+ "livability": 0.0,
+ "temp_score": 0.0,
+ "mosquito_suitability": 0.9794,
+ "avg_temp_f": 81.7
+ },
+ {
+ "latitude": -2.0,
+ "longitude": -80.0,
+ "livability": 0.0,
+ "temp_score": 0.0,
+ "mosquito_suitability": 0.1759,
+ "avg_temp_f": 58.8
+ },
+ {
+ "latitude": -2.0,
+ "longitude": -78.0,
+ "livability": 0.0,
+ "temp_score": 0.0,
+ "mosquito_suitability": 0.1771,
+ "avg_temp_f": 58.7
+ },
+ {
+ "latitude": -2.0,
+ "longitude": -76.0,
+ "livability": 0.0,
+ "temp_score": 0.0,
+ "mosquito_suitability": 0.1819,
+ "avg_temp_f": 58.4
+ },
+ {
+ "latitude": -2.0,
+ "longitude": -74.0,
+ "livability": 0.0,
+ "temp_score": 0.0,
+ "mosquito_suitability": 0.1806,
+ "avg_temp_f": 58.4
+ },
+ {
+ "latitude": -2.0,
+ "longitude": -72.0,
+ "livability": 0.0,
+ "temp_score": 0.0,
+ "mosquito_suitability": 0.1771,
+ "avg_temp_f": 58.2
+ },
+ {
+ "latitude": -2.0,
+ "longitude": -70.0,
+ "livability": 0.0,
+ "temp_score": 0.0,
+ "mosquito_suitability": 0.1701,
+ "avg_temp_f": 57.8
+ },
+ {
+ "latitude": -2.0,
+ "longitude": 30.0,
+ "livability": 0.3674,
+ "temp_score": 0.6102,
+ "mosquito_suitability": 0.398,
+ "avg_temp_f": 65.2
+ },
+ {
+ "latitude": -2.0,
+ "longitude": 32.0,
+ "livability": 0.3674,
+ "temp_score": 0.6102,
+ "mosquito_suitability": 0.398,
+ "avg_temp_f": 65.2
+ },
+ {
+ "latitude": -2.0,
+ "longitude": 34.0,
+ "livability": 0.3672,
+ "temp_score": 0.6108,
+ "mosquito_suitability": 0.3988,
+ "avg_temp_f": 65.2
+ },
+ {
+ "latitude": -2.0,
+ "longitude": 36.0,
+ "livability": 0.3673,
+ "temp_score": 0.6103,
+ "mosquito_suitability": 0.3982,
+ "avg_temp_f": 65.2
+ },
+ {
+ "latitude": -2.0,
+ "longitude": 38.0,
+ "livability": 0.3671,
+ "temp_score": 0.6111,
+ "mosquito_suitability": 0.3993,
+ "avg_temp_f": 65.3
+ },
+ {
+ "latitude": -2.0,
+ "longitude": 40.0,
+ "livability": 0.3938,
+ "temp_score": 0.7169,
+ "mosquito_suitability": 0.4507,
+ "avg_temp_f": 66.6
+ },
+ {
+ "latitude": -2.0,
+ "longitude": 102.0,
+ "livability": 0.0,
+ "temp_score": 0.0,
+ "mosquito_suitability": 0.9794,
+ "avg_temp_f": 81.7
+ },
+ {
+ "latitude": -2.0,
+ "longitude": 104.0,
+ "livability": 0.0,
+ "temp_score": 0.0,
+ "mosquito_suitability": 0.9794,
+ "avg_temp_f": 81.6
+ },
+ {
+ "latitude": 0.0,
+ "longitude": -80.0,
+ "livability": 0.0,
+ "temp_score": 0.0,
+ "mosquito_suitability": 0.1747,
+ "avg_temp_f": 58.1
+ },
+ {
+ "latitude": 0.0,
+ "longitude": -78.0,
+ "livability": 0.0,
+ "temp_score": 0.0,
+ "mosquito_suitability": 0.1737,
+ "avg_temp_f": 58.1
+ },
+ {
+ "latitude": 0.0,
+ "longitude": -76.0,
+ "livability": 0.0,
+ "temp_score": 0.0,
+ "mosquito_suitability": 0.1763,
+ "avg_temp_f": 58.2
+ },
+ {
+ "latitude": 0.0,
+ "longitude": -74.0,
+ "livability": 0.0,
+ "temp_score": 0.0,
+ "mosquito_suitability": 0.1844,
+ "avg_temp_f": 58.4
+ },
+ {
+ "latitude": 0.0,
+ "longitude": -72.0,
+ "livability": 0.0,
+ "temp_score": 0.0,
+ "mosquito_suitability": 0.1792,
+ "avg_temp_f": 58.2
+ },
+ {
+ "latitude": 0.0,
+ "longitude": -70.0,
+ "livability": 0.0,
+ "temp_score": 0.0,
+ "mosquito_suitability": 0.1701,
+ "avg_temp_f": 57.8
+ },
+ {
+ "latitude": 0.0,
+ "longitude": -68.0,
+ "livability": 0.0,
+ "temp_score": 0.0,
+ "mosquito_suitability": 0.1701,
+ "avg_temp_f": 57.8
+ },
+ {
+ "latitude": 0.0,
+ "longitude": 30.0,
+ "livability": 0.3674,
+ "temp_score": 0.6102,
+ "mosquito_suitability": 0.398,
+ "avg_temp_f": 65.2
+ },
+ {
+ "latitude": 0.0,
+ "longitude": 32.0,
+ "livability": 0.3674,
+ "temp_score": 0.6102,
+ "mosquito_suitability": 0.398,
+ "avg_temp_f": 65.2
+ },
+ {
+ "latitude": 0.0,
+ "longitude": 34.0,
+ "livability": 0.3674,
+ "temp_score": 0.6102,
+ "mosquito_suitability": 0.398,
+ "avg_temp_f": 65.2
+ },
+ {
+ "latitude": 0.0,
+ "longitude": 36.0,
+ "livability": 0.3674,
+ "temp_score": 0.6102,
+ "mosquito_suitability": 0.398,
+ "avg_temp_f": 65.2
+ },
+ {
+ "latitude": 0.0,
+ "longitude": 38.0,
+ "livability": 0.3673,
+ "temp_score": 0.6103,
+ "mosquito_suitability": 0.3981,
+ "avg_temp_f": 65.2
+ },
+ {
+ "latitude": 0.0,
+ "longitude": 40.0,
+ "livability": 0.3667,
+ "temp_score": 0.6125,
+ "mosquito_suitability": 0.4014,
+ "avg_temp_f": 65.3
+ },
+ {
+ "latitude": 0.0,
+ "longitude": 42.0,
+ "livability": 0.3646,
+ "temp_score": 0.6189,
+ "mosquito_suitability": 0.4109,
+ "avg_temp_f": 65.6
+ },
+ {
+ "latitude": 0.0,
+ "longitude": 100.0,
+ "livability": 0.0,
+ "temp_score": 0.0,
+ "mosquito_suitability": 0.9794,
+ "avg_temp_f": 81.7
+ },
+ {
+ "latitude": 0.0,
+ "longitude": 102.0,
+ "livability": 0.0,
+ "temp_score": 0.0,
+ "mosquito_suitability": 0.9794,
+ "avg_temp_f": 81.7
+ },
+ {
+ "latitude": 0.0,
+ "longitude": 110.0,
+ "livability": 0.0,
+ "temp_score": 0.0,
+ "mosquito_suitability": 0.9794,
+ "avg_temp_f": 81.6
+ },
+ {
+ "latitude": 2.0,
+ "longitude": -78.0,
+ "livability": 0.0,
+ "temp_score": 0.0,
+ "mosquito_suitability": 0.18,
+ "avg_temp_f": 58.3
+ },
+ {
+ "latitude": 2.0,
+ "longitude": -76.0,
+ "livability": 0.0,
+ "temp_score": 0.0,
+ "mosquito_suitability": 0.2131,
+ "avg_temp_f": 59.4
+ },
+ {
+ "latitude": 2.0,
+ "longitude": -74.0,
+ "livability": 0.0,
+ "temp_score": 0.0,
+ "mosquito_suitability": 0.1929,
+ "avg_temp_f": 58.7
+ },
+ {
+ "latitude": 2.0,
+ "longitude": -72.0,
+ "livability": 0.0,
+ "temp_score": 0.0,
+ "mosquito_suitability": 0.1876,
+ "avg_temp_f": 58.5
+ },
+ {
+ "latitude": 2.0,
+ "longitude": -70.0,
+ "livability": 0.0,
+ "temp_score": 0.0,
+ "mosquito_suitability": 0.1812,
+ "avg_temp_f": 58.2
+ },
+ {
+ "latitude": 2.0,
+ "longitude": -68.0,
+ "livability": 0.0,
+ "temp_score": 0.0,
+ "mosquito_suitability": 0.1701,
+ "avg_temp_f": 57.8
+ },
+ {
+ "latitude": 2.0,
+ "longitude": 30.0,
+ "livability": 0.3674,
+ "temp_score": 0.6102,
+ "mosquito_suitability": 0.398,
+ "avg_temp_f": 65.2
+ },
+ {
+ "latitude": 2.0,
+ "longitude": 32.0,
+ "livability": 0.3674,
+ "temp_score": 0.6102,
+ "mosquito_suitability": 0.398,
+ "avg_temp_f": 65.2
+ },
+ {
+ "latitude": 2.0,
+ "longitude": 34.0,
+ "livability": 0.3674,
+ "temp_score": 0.6102,
+ "mosquito_suitability": 0.398,
+ "avg_temp_f": 65.2
+ },
+ {
+ "latitude": 2.0,
+ "longitude": 36.0,
+ "livability": 0.3674,
+ "temp_score": 0.6102,
+ "mosquito_suitability": 0.398,
+ "avg_temp_f": 65.2
+ },
+ {
+ "latitude": 2.0,
+ "longitude": 38.0,
+ "livability": 0.3674,
+ "temp_score": 0.6102,
+ "mosquito_suitability": 0.398,
+ "avg_temp_f": 65.2
+ },
+ {
+ "latitude": 2.0,
+ "longitude": 40.0,
+ "livability": 0.3674,
+ "temp_score": 0.6102,
+ "mosquito_suitability": 0.398,
+ "avg_temp_f": 65.2
+ },
+ {
+ "latitude": 2.0,
+ "longitude": 42.0,
+ "livability": 0.3674,
+ "temp_score": 0.6102,
+ "mosquito_suitability": 0.398,
+ "avg_temp_f": 65.2
+ },
+ {
+ "latitude": 2.0,
+ "longitude": 44.0,
+ "livability": 0.3674,
+ "temp_score": 0.6102,
+ "mosquito_suitability": 0.398,
+ "avg_temp_f": 65.2
+ },
+ {
+ "latitude": 2.0,
+ "longitude": 100.0,
+ "livability": 0.0,
+ "temp_score": 0.0,
+ "mosquito_suitability": 0.9794,
+ "avg_temp_f": 81.7
+ },
+ {
+ "latitude": 2.0,
+ "longitude": 104.0,
+ "livability": 0.0,
+ "temp_score": 0.0,
+ "mosquito_suitability": 0.9794,
+ "avg_temp_f": 81.7
+ },
+ {
+ "latitude": 4.0,
+ "longitude": -76.0,
+ "livability": 0.0,
+ "temp_score": 0.0,
+ "mosquito_suitability": 0.3265,
+ "avg_temp_f": 62.8
+ },
+ {
+ "latitude": 4.0,
+ "longitude": -74.0,
+ "livability": 0.0,
+ "temp_score": 0.0,
+ "mosquito_suitability": 0.1717,
+ "avg_temp_f": 57.9
+ },
+ {
+ "latitude": 4.0,
+ "longitude": -72.0,
+ "livability": 0.0,
+ "temp_score": 0.0,
+ "mosquito_suitability": 0.1844,
+ "avg_temp_f": 58.4
+ },
+ {
+ "latitude": 4.0,
+ "longitude": -70.0,
+ "livability": 0.0,
+ "temp_score": 0.0,
+ "mosquito_suitability": 0.1948,
+ "avg_temp_f": 58.7
+ },
+ {
+ "latitude": 4.0,
+ "longitude": -68.0,
+ "livability": 0.0,
+ "temp_score": 0.0,
+ "mosquito_suitability": 0.172,
+ "avg_temp_f": 57.9
+ },
+ {
+ "latitude": 4.0,
+ "longitude": -66.0,
+ "livability": 0.0,
+ "temp_score": 0.0,
+ "mosquito_suitability": 0.1701,
+ "avg_temp_f": 57.8
+ },
+ {
+ "latitude": 4.0,
+ "longitude": 32.0,
+ "livability": 0.3674,
+ "temp_score": 0.6102,
+ "mosquito_suitability": 0.398,
+ "avg_temp_f": 65.2
+ },
+ {
+ "latitude": 4.0,
+ "longitude": 34.0,
+ "livability": 0.3674,
+ "temp_score": 0.6102,
+ "mosquito_suitability": 0.398,
+ "avg_temp_f": 65.2
+ },
+ {
+ "latitude": 4.0,
+ "longitude": 36.0,
+ "livability": 0.3674,
+ "temp_score": 0.6102,
+ "mosquito_suitability": 0.398,
+ "avg_temp_f": 65.2
+ },
+ {
+ "latitude": 4.0,
+ "longitude": 38.0,
+ "livability": 0.3674,
+ "temp_score": 0.6102,
+ "mosquito_suitability": 0.398,
+ "avg_temp_f": 65.2
+ },
+ {
+ "latitude": 4.0,
+ "longitude": 40.0,
+ "livability": 0.3674,
+ "temp_score": 0.6102,
+ "mosquito_suitability": 0.398,
+ "avg_temp_f": 65.2
+ },
+ {
+ "latitude": 4.0,
+ "longitude": 42.0,
+ "livability": 0.3674,
+ "temp_score": 0.6102,
+ "mosquito_suitability": 0.398,
+ "avg_temp_f": 65.2
+ },
+ {
+ "latitude": 4.0,
+ "longitude": 98.0,
+ "livability": 0.0,
+ "temp_score": 0.0,
+ "mosquito_suitability": 0.9794,
+ "avg_temp_f": 81.7
+ },
+ {
+ "latitude": 4.0,
+ "longitude": 102.0,
+ "livability": 0.0,
+ "temp_score": 0.0,
+ "mosquito_suitability": 0.9794,
+ "avg_temp_f": 81.7
+ },
+ {
+ "latitude": 6.0,
+ "longitude": -76.0,
+ "livability": 0.3343,
+ "temp_score": 0.978,
+ "mosquito_suitability": 0.6581,
+ "avg_temp_f": 70.9
+ },
+ {
+ "latitude": 6.0,
+ "longitude": -74.0,
+ "livability": 0.0,
+ "temp_score": 0.0,
+ "mosquito_suitability": 0.2958,
+ "avg_temp_f": 62.0
+ },
+ {
+ "latitude": 6.0,
+ "longitude": -72.0,
+ "livability": 0.0,
+ "temp_score": 0.0,
+ "mosquito_suitability": 0.2229,
+ "avg_temp_f": 59.7
+ },
+ {
+ "latitude": 6.0,
+ "longitude": -70.0,
+ "livability": 0.0,
+ "temp_score": 0.0,
+ "mosquito_suitability": 0.2244,
+ "avg_temp_f": 59.8
+ },
+ {
+ "latitude": 6.0,
+ "longitude": -68.0,
+ "livability": 0.0,
+ "temp_score": 0.0,
+ "mosquito_suitability": 0.1848,
+ "avg_temp_f": 58.4
+ },
+ {
+ "latitude": 6.0,
+ "longitude": 34.0,
+ "livability": 0.3674,
+ "temp_score": 0.6102,
+ "mosquito_suitability": 0.398,
+ "avg_temp_f": 65.2
+ },
+ {
+ "latitude": 6.0,
+ "longitude": 36.0,
+ "livability": 0.3674,
+ "temp_score": 0.6102,
+ "mosquito_suitability": 0.398,
+ "avg_temp_f": 65.2
+ },
+ {
+ "latitude": 6.0,
+ "longitude": 38.0,
+ "livability": 0.3674,
+ "temp_score": 0.6102,
+ "mosquito_suitability": 0.398,
+ "avg_temp_f": 65.2
+ },
+ {
+ "latitude": 6.0,
+ "longitude": 40.0,
+ "livability": 0.3674,
+ "temp_score": 0.6102,
+ "mosquito_suitability": 0.398,
+ "avg_temp_f": 65.2
+ },
+ {
+ "latitude": 6.0,
+ "longitude": 102.0,
+ "livability": 0.0,
+ "temp_score": 0.0,
+ "mosquito_suitability": 0.9793,
+ "avg_temp_f": 81.7
+ },
+ {
+ "latitude": 8.0,
+ "longitude": -78.0,
+ "livability": 0.363,
+ "temp_score": 0.9904,
+ "mosquito_suitability": 0.6335,
+ "avg_temp_f": 70.3
+ },
+ {
+ "latitude": 8.0,
+ "longitude": -76.0,
+ "livability": 0.3528,
+ "temp_score": 0.9866,
+ "mosquito_suitability": 0.6425,
+ "avg_temp_f": 70.5
+ },
+ {
+ "latitude": 8.0,
+ "longitude": -74.0,
+ "livability": 0.43,
+ "temp_score": 0.9913,
+ "mosquito_suitability": 0.5662,
+ "avg_temp_f": 68.7
+ },
+ {
+ "latitude": 8.0,
+ "longitude": -72.0,
+ "livability": 0.0,
+ "temp_score": 0.0,
+ "mosquito_suitability": 0.3756,
+ "avg_temp_f": 64.1
+ },
+ {
+ "latitude": 8.0,
+ "longitude": -70.0,
+ "livability": 0.0,
+ "temp_score": 0.0,
+ "mosquito_suitability": 0.2917,
+ "avg_temp_f": 61.9
+ },
+ {
+ "latitude": 8.0,
+ "longitude": -68.0,
+ "livability": 0.0,
+ "temp_score": 0.0,
+ "mosquito_suitability": 0.1922,
+ "avg_temp_f": 58.6
+ },
+ {
+ "latitude": 8.0,
+ "longitude": 100.0,
+ "livability": 0.0,
+ "temp_score": 0.0,
+ "mosquito_suitability": 0.8214,
+ "avg_temp_f": 83.5
+ },
+ {
+ "latitude": 10.0,
+ "longitude": -74.0,
+ "livability": 0.4234,
+ "temp_score": 0.9936,
+ "mosquito_suitability": 0.5738,
+ "avg_temp_f": 68.9
+ },
+ {
+ "latitude": 10.0,
+ "longitude": -72.0,
+ "livability": 0.4833,
+ "temp_score": 0.9344,
+ "mosquito_suitability": 0.4828,
+ "avg_temp_f": 66.7
+ },
+ {
+ "latitude": 10.0,
+ "longitude": -70.0,
+ "livability": 0.0,
+ "temp_score": 0.0,
+ "mosquito_suitability": 0.3851,
+ "avg_temp_f": 64.3
+ },
+ {
+ "latitude": 10.0,
+ "longitude": -68.0,
+ "livability": 0.0,
+ "temp_score": 0.0,
+ "mosquito_suitability": 0.1701,
+ "avg_temp_f": 57.8
+ },
+ {
+ "latitude": 10.0,
+ "longitude": 106.0,
+ "livability": 0.0,
+ "temp_score": 0.0,
+ "mosquito_suitability": 0.8185,
+ "avg_temp_f": 83.5
+ },
+ {
+ "latitude": 12.0,
+ "longitude": -72.0,
+ "livability": 0.3864,
+ "temp_score": 0.996,
+ "mosquito_suitability": 0.6121,
+ "avg_temp_f": 69.8
+ },
+ {
+ "latitude": 12.0,
+ "longitude": -70.0,
+ "livability": 0.3326,
+ "temp_score": 0.977,
+ "mosquito_suitability": 0.6596,
+ "avg_temp_f": 71.0
+ },
+ {
+ "latitude": 12.0,
+ "longitude": 76.0,
+ "livability": 0.0,
+ "temp_score": 0.0,
+ "mosquito_suitability": 0.7918,
+ "avg_temp_f": 80.7
+ },
+ {
+ "latitude": 12.0,
+ "longitude": 104.0,
+ "livability": 0.0,
+ "temp_score": 0.0,
+ "mosquito_suitability": 0.8185,
+ "avg_temp_f": 83.5
+ },
+ {
+ "latitude": 12.0,
+ "longitude": 106.0,
+ "livability": 0.0,
+ "temp_score": 0.0,
+ "mosquito_suitability": 0.8185,
+ "avg_temp_f": 83.5
+ },
+ {
+ "latitude": 12.0,
+ "longitude": 108.0,
+ "livability": 0.0,
+ "temp_score": 0.0,
+ "mosquito_suitability": 0.8185,
+ "avg_temp_f": 83.5
+ },
+ {
+ "latitude": 14.0,
+ "longitude": -90.0,
+ "livability": 0.4748,
+ "temp_score": 0.7915,
+ "mosquito_suitability": 0.4001,
+ "avg_temp_f": 67.9
+ },
+ {
+ "latitude": 14.0,
+ "longitude": 76.0,
+ "livability": 0.0,
+ "temp_score": 0.0,
+ "mosquito_suitability": 0.7918,
+ "avg_temp_f": 80.7
+ },
+ {
+ "latitude": 14.0,
+ "longitude": 78.0,
+ "livability": 0.0,
+ "temp_score": 0.0,
+ "mosquito_suitability": 0.7918,
+ "avg_temp_f": 80.7
+ },
+ {
+ "latitude": 14.0,
+ "longitude": 100.0,
+ "livability": 0.0,
+ "temp_score": 0.0,
+ "mosquito_suitability": 0.8185,
+ "avg_temp_f": 83.5
+ },
+ {
+ "latitude": 14.0,
+ "longitude": 102.0,
+ "livability": 0.0,
+ "temp_score": 0.0,
+ "mosquito_suitability": 0.8185,
+ "avg_temp_f": 83.5
+ },
+ {
+ "latitude": 14.0,
+ "longitude": 104.0,
+ "livability": 0.0,
+ "temp_score": 0.0,
+ "mosquito_suitability": 0.8185,
+ "avg_temp_f": 83.5
+ },
+ {
+ "latitude": 14.0,
+ "longitude": 106.0,
+ "livability": 0.0,
+ "temp_score": 0.0,
+ "mosquito_suitability": 0.8185,
+ "avg_temp_f": 83.5
+ },
+ {
+ "latitude": 14.0,
+ "longitude": 108.0,
+ "livability": 0.0,
+ "temp_score": 0.0,
+ "mosquito_suitability": 0.8185,
+ "avg_temp_f": 83.5
+ },
+ {
+ "latitude": 16.0,
+ "longitude": -96.0,
+ "livability": 0.4752,
+ "temp_score": 0.7913,
+ "mosquito_suitability": 0.3995,
+ "avg_temp_f": 67.8
+ },
+ {
+ "latitude": 16.0,
+ "longitude": -94.0,
+ "livability": 0.4761,
+ "temp_score": 0.7908,
+ "mosquito_suitability": 0.3979,
+ "avg_temp_f": 67.8
+ },
+ {
+ "latitude": 16.0,
+ "longitude": -92.0,
+ "livability": 0.4752,
+ "temp_score": 0.7913,
+ "mosquito_suitability": 0.3994,
+ "avg_temp_f": 67.8
+ },
+ {
+ "latitude": 16.0,
+ "longitude": -90.0,
+ "livability": 0.4748,
+ "temp_score": 0.7915,
+ "mosquito_suitability": 0.4001,
+ "avg_temp_f": 67.9
+ },
+ {
+ "latitude": 16.0,
+ "longitude": 74.0,
+ "livability": 0.0,
+ "temp_score": 0.0,
+ "mosquito_suitability": 0.7918,
+ "avg_temp_f": 80.7
+ },
+ {
+ "latitude": 16.0,
+ "longitude": 76.0,
+ "livability": 0.0,
+ "temp_score": 0.0,
+ "mosquito_suitability": 0.7918,
+ "avg_temp_f": 80.7
+ },
+ {
+ "latitude": 16.0,
+ "longitude": 78.0,
+ "livability": 0.0,
+ "temp_score": 0.0,
+ "mosquito_suitability": 0.7918,
+ "avg_temp_f": 80.7
+ },
+ {
+ "latitude": 16.0,
+ "longitude": 80.0,
+ "livability": 0.0,
+ "temp_score": 0.0,
+ "mosquito_suitability": 0.7918,
+ "avg_temp_f": 80.7
+ },
+ {
+ "latitude": 16.0,
+ "longitude": 98.0,
+ "livability": 0.0,
+ "temp_score": 0.0,
+ "mosquito_suitability": 0.8185,
+ "avg_temp_f": 83.5
+ },
+ {
+ "latitude": 16.0,
+ "longitude": 100.0,
+ "livability": 0.0,
+ "temp_score": 0.0,
+ "mosquito_suitability": 0.8185,
+ "avg_temp_f": 83.5
+ },
+ {
+ "latitude": 16.0,
+ "longitude": 102.0,
+ "livability": 0.0,
+ "temp_score": 0.0,
+ "mosquito_suitability": 0.8185,
+ "avg_temp_f": 83.5
+ },
+ {
+ "latitude": 16.0,
+ "longitude": 104.0,
+ "livability": 0.0,
+ "temp_score": 0.0,
+ "mosquito_suitability": 0.8185,
+ "avg_temp_f": 83.5
+ },
+ {
+ "latitude": 16.0,
+ "longitude": 106.0,
+ "livability": 0.0,
+ "temp_score": 0.0,
+ "mosquito_suitability": 0.8185,
+ "avg_temp_f": 83.5
+ },
+ {
+ "latitude": 16.0,
+ "longitude": 108.0,
+ "livability": 0.0,
+ "temp_score": 0.0,
+ "mosquito_suitability": 0.8185,
+ "avg_temp_f": 83.5
+ },
+ {
+ "latitude": 18.0,
+ "longitude": -102.0,
+ "livability": 0.1148,
+ "temp_score": 0.1485,
+ "mosquito_suitability": 0.2267,
+ "avg_temp_f": 61.5
+ },
+ {
+ "latitude": 18.0,
+ "longitude": -100.0,
+ "livability": 0.1147,
+ "temp_score": 0.1482,
+ "mosquito_suitability": 0.2257,
+ "avg_temp_f": 61.4
+ },
+ {
+ "latitude": 18.0,
+ "longitude": -98.0,
+ "livability": 0.3657,
+ "temp_score": 0.5482,
+ "mosquito_suitability": 0.3328,
+ "avg_temp_f": 65.5
+ },
+ {
+ "latitude": 18.0,
+ "longitude": -96.0,
+ "livability": 0.4762,
+ "temp_score": 0.7908,
+ "mosquito_suitability": 0.3978,
+ "avg_temp_f": 67.8
+ },
+ {
+ "latitude": 18.0,
+ "longitude": -94.0,
+ "livability": 0.4789,
+ "temp_score": 0.7892,
+ "mosquito_suitability": 0.3931,
+ "avg_temp_f": 67.6
+ },
+ {
+ "latitude": 18.0,
+ "longitude": -92.0,
+ "livability": 0.4779,
+ "temp_score": 0.7898,
+ "mosquito_suitability": 0.395,
+ "avg_temp_f": 67.7
+ },
+ {
+ "latitude": 18.0,
+ "longitude": -90.0,
+ "livability": 0.4748,
+ "temp_score": 0.7915,
+ "mosquito_suitability": 0.4001,
+ "avg_temp_f": 67.9
+ },
+ {
+ "latitude": 18.0,
+ "longitude": 52.0,
+ "livability": 0.2611,
+ "temp_score": 0.3147,
+ "mosquito_suitability": 0.1703,
+ "avg_temp_f": 81.7
+ },
+ {
+ "latitude": 18.0,
+ "longitude": 54.0,
+ "livability": 0.2611,
+ "temp_score": 0.3147,
+ "mosquito_suitability": 0.1703,
+ "avg_temp_f": 81.7
+ },
+ {
+ "latitude": 18.0,
+ "longitude": 56.0,
+ "livability": 0.2611,
+ "temp_score": 0.3147,
+ "mosquito_suitability": 0.1703,
+ "avg_temp_f": 81.7
+ },
+ {
+ "latitude": 18.0,
+ "longitude": 74.0,
+ "livability": 0.0,
+ "temp_score": 0.0,
+ "mosquito_suitability": 0.7918,
+ "avg_temp_f": 80.7
+ },
+ {
+ "latitude": 18.0,
+ "longitude": 76.0,
+ "livability": 0.0,
+ "temp_score": 0.0,
+ "mosquito_suitability": 0.7918,
+ "avg_temp_f": 80.7
+ },
+ {
+ "latitude": 18.0,
+ "longitude": 78.0,
+ "livability": 0.0,
+ "temp_score": 0.0,
+ "mosquito_suitability": 0.7918,
+ "avg_temp_f": 80.7
+ },
+ {
+ "latitude": 18.0,
+ "longitude": 80.0,
+ "livability": 0.0,
+ "temp_score": 0.0,
+ "mosquito_suitability": 0.7918,
+ "avg_temp_f": 80.7
+ },
+ {
+ "latitude": 18.0,
+ "longitude": 96.0,
+ "livability": 0.0,
+ "temp_score": 0.0,
+ "mosquito_suitability": 0.8185,
+ "avg_temp_f": 83.5
+ },
+ {
+ "latitude": 18.0,
+ "longitude": 98.0,
+ "livability": 0.0,
+ "temp_score": 0.0,
+ "mosquito_suitability": 0.8185,
+ "avg_temp_f": 83.5
+ },
+ {
+ "latitude": 18.0,
+ "longitude": 100.0,
+ "livability": 0.0,
+ "temp_score": 0.0,
+ "mosquito_suitability": 0.8185,
+ "avg_temp_f": 83.5
+ },
+ {
+ "latitude": 18.0,
+ "longitude": 102.0,
+ "livability": 0.0,
+ "temp_score": 0.0,
+ "mosquito_suitability": 0.8185,
+ "avg_temp_f": 83.5
+ },
+ {
+ "latitude": 18.0,
+ "longitude": 104.0,
+ "livability": 0.0,
+ "temp_score": 0.0,
+ "mosquito_suitability": 0.8185,
+ "avg_temp_f": 83.5
+ },
+ {
+ "latitude": 18.0,
+ "longitude": 106.0,
+ "livability": 0.0,
+ "temp_score": 0.0,
+ "mosquito_suitability": 0.8185,
+ "avg_temp_f": 83.5
+ },
+ {
+ "latitude": 20.0,
+ "longitude": -104.0,
+ "livability": 0.1139,
+ "temp_score": 0.1458,
+ "mosquito_suitability": 0.2185,
+ "avg_temp_f": 61.1
+ },
+ {
+ "latitude": 20.0,
+ "longitude": -102.0,
+ "livability": 0.1141,
+ "temp_score": 0.1462,
+ "mosquito_suitability": 0.2199,
+ "avg_temp_f": 61.2
+ },
+ {
+ "latitude": 20.0,
+ "longitude": -100.0,
+ "livability": 0.1138,
+ "temp_score": 0.1456,
+ "mosquito_suitability": 0.218,
+ "avg_temp_f": 61.1
+ },
+ {
+ "latitude": 20.0,
+ "longitude": -98.0,
+ "livability": 0.1141,
+ "temp_score": 0.1464,
+ "mosquito_suitability": 0.2204,
+ "avg_temp_f": 61.2
+ },
+ {
+ "latitude": 20.0,
+ "longitude": -90.0,
+ "livability": 0.4748,
+ "temp_score": 0.7915,
+ "mosquito_suitability": 0.4001,
+ "avg_temp_f": 67.9
+ },
+ {
+ "latitude": 20.0,
+ "longitude": -76.0,
+ "livability": 0.0584,
+ "temp_score": 0.3258,
+ "mosquito_suitability": 0.8208,
+ "avg_temp_f": 77.0
+ },
+ {
+ "latitude": 20.0,
+ "longitude": 50.0,
+ "livability": 0.2611,
+ "temp_score": 0.3147,
+ "mosquito_suitability": 0.1703,
+ "avg_temp_f": 81.7
+ },
+ {
+ "latitude": 20.0,
+ "longitude": 52.0,
+ "livability": 0.2611,
+ "temp_score": 0.3147,
+ "mosquito_suitability": 0.1703,
+ "avg_temp_f": 81.7
+ },
+ {
+ "latitude": 20.0,
+ "longitude": 54.0,
+ "livability": 0.2611,
+ "temp_score": 0.3147,
+ "mosquito_suitability": 0.1703,
+ "avg_temp_f": 81.7
+ },
+ {
+ "latitude": 20.0,
+ "longitude": 56.0,
+ "livability": 0.2611,
+ "temp_score": 0.3147,
+ "mosquito_suitability": 0.1703,
+ "avg_temp_f": 81.7
+ },
+ {
+ "latitude": 20.0,
+ "longitude": 74.0,
+ "livability": 0.0,
+ "temp_score": 0.0,
+ "mosquito_suitability": 0.7918,
+ "avg_temp_f": 80.7
+ },
+ {
+ "latitude": 20.0,
+ "longitude": 76.0,
+ "livability": 0.0,
+ "temp_score": 0.0,
+ "mosquito_suitability": 0.7918,
+ "avg_temp_f": 80.7
+ },
+ {
+ "latitude": 20.0,
+ "longitude": 78.0,
+ "livability": 0.0,
+ "temp_score": 0.0,
+ "mosquito_suitability": 0.7918,
+ "avg_temp_f": 80.7
+ },
+ {
+ "latitude": 20.0,
+ "longitude": 80.0,
+ "livability": 0.0,
+ "temp_score": 0.0,
+ "mosquito_suitability": 0.7918,
+ "avg_temp_f": 80.7
+ },
+ {
+ "latitude": 20.0,
+ "longitude": 96.0,
+ "livability": 0.0,
+ "temp_score": 0.0,
+ "mosquito_suitability": 0.8185,
+ "avg_temp_f": 83.5
+ },
+ {
+ "latitude": 20.0,
+ "longitude": 98.0,
+ "livability": 0.0,
+ "temp_score": 0.0,
+ "mosquito_suitability": 0.8185,
+ "avg_temp_f": 83.5
+ },
+ {
+ "latitude": 20.0,
+ "longitude": 100.0,
+ "livability": 0.0,
+ "temp_score": 0.0,
+ "mosquito_suitability": 0.8185,
+ "avg_temp_f": 83.5
+ },
+ {
+ "latitude": 20.0,
+ "longitude": 102.0,
+ "livability": 0.0,
+ "temp_score": 0.0,
+ "mosquito_suitability": 0.8185,
+ "avg_temp_f": 83.5
+ },
+ {
+ "latitude": 20.0,
+ "longitude": 104.0,
+ "livability": 0.0,
+ "temp_score": 0.0,
+ "mosquito_suitability": 0.8185,
+ "avg_temp_f": 83.5
+ },
+ {
+ "latitude": 22.0,
+ "longitude": -104.0,
+ "livability": 0.1138,
+ "temp_score": 0.1455,
+ "mosquito_suitability": 0.2177,
+ "avg_temp_f": 61.1
+ },
+ {
+ "latitude": 22.0,
+ "longitude": -102.0,
+ "livability": 0.1139,
+ "temp_score": 0.1458,
+ "mosquito_suitability": 0.2188,
+ "avg_temp_f": 61.1
+ },
+ {
+ "latitude": 22.0,
+ "longitude": -100.0,
+ "livability": 0.114,
+ "temp_score": 0.1461,
+ "mosquito_suitability": 0.2196,
+ "avg_temp_f": 61.2
+ },
+ {
+ "latitude": 22.0,
+ "longitude": -98.0,
+ "livability": 0.1145,
+ "temp_score": 0.1475,
+ "mosquito_suitability": 0.2238,
+ "avg_temp_f": 61.4
+ },
+ {
+ "latitude": 22.0,
+ "longitude": -84.0,
+ "livability": 0.0584,
+ "temp_score": 0.3258,
+ "mosquito_suitability": 0.8208,
+ "avg_temp_f": 77.0
+ },
+ {
+ "latitude": 22.0,
+ "longitude": -80.0,
+ "livability": 0.0584,
+ "temp_score": 0.3258,
+ "mosquito_suitability": 0.8208,
+ "avg_temp_f": 77.0
+ },
+ {
+ "latitude": 22.0,
+ "longitude": -78.0,
+ "livability": 0.0584,
+ "temp_score": 0.3258,
+ "mosquito_suitability": 0.8208,
+ "avg_temp_f": 77.0
+ },
+ {
+ "latitude": 22.0,
+ "longitude": -16.0,
+ "livability": 0.47,
+ "temp_score": 0.6256,
+ "mosquito_suitability": 0.2488,
+ "avg_temp_f": 69.1
+ },
+ {
+ "latitude": 22.0,
+ "longitude": -14.0,
+ "livability": 0.4699,
+ "temp_score": 0.6269,
+ "mosquito_suitability": 0.2503,
+ "avg_temp_f": 69.1
+ },
+ {
+ "latitude": 22.0,
+ "longitude": -12.0,
+ "livability": 0.4698,
+ "temp_score": 0.6285,
+ "mosquito_suitability": 0.2525,
+ "avg_temp_f": 69.2
+ },
+ {
+ "latitude": 22.0,
+ "longitude": -10.0,
+ "livability": 0.5234,
+ "temp_score": 0.7015,
+ "mosquito_suitability": 0.2539,
+ "avg_temp_f": 69.2
+ },
+ {
+ "latitude": 22.0,
+ "longitude": 48.0,
+ "livability": 0.2611,
+ "temp_score": 0.3147,
+ "mosquito_suitability": 0.1703,
+ "avg_temp_f": 81.7
+ },
+ {
+ "latitude": 22.0,
+ "longitude": 50.0,
+ "livability": 0.2611,
+ "temp_score": 0.3147,
+ "mosquito_suitability": 0.1703,
+ "avg_temp_f": 81.7
+ },
+ {
+ "latitude": 22.0,
+ "longitude": 52.0,
+ "livability": 0.2611,
+ "temp_score": 0.3147,
+ "mosquito_suitability": 0.1703,
+ "avg_temp_f": 81.7
+ },
+ {
+ "latitude": 22.0,
+ "longitude": 54.0,
+ "livability": 0.2611,
+ "temp_score": 0.3147,
+ "mosquito_suitability": 0.1703,
+ "avg_temp_f": 81.7
+ },
+ {
+ "latitude": 22.0,
+ "longitude": 56.0,
+ "livability": 0.2611,
+ "temp_score": 0.3147,
+ "mosquito_suitability": 0.1703,
+ "avg_temp_f": 81.7
+ },
+ {
+ "latitude": 22.0,
+ "longitude": 58.0,
+ "livability": 0.2611,
+ "temp_score": 0.3147,
+ "mosquito_suitability": 0.1703,
+ "avg_temp_f": 81.7
+ },
+ {
+ "latitude": 22.0,
+ "longitude": 70.0,
+ "livability": 0.0,
+ "temp_score": 0.0,
+ "mosquito_suitability": 0.7918,
+ "avg_temp_f": 80.7
+ },
+ {
+ "latitude": 22.0,
+ "longitude": 72.0,
+ "livability": 0.0,
+ "temp_score": 0.0,
+ "mosquito_suitability": 0.7918,
+ "avg_temp_f": 80.7
+ },
+ {
+ "latitude": 22.0,
+ "longitude": 74.0,
+ "livability": 0.0,
+ "temp_score": 0.0,
+ "mosquito_suitability": 0.7918,
+ "avg_temp_f": 80.7
+ },
+ {
+ "latitude": 22.0,
+ "longitude": 76.0,
+ "livability": 0.0,
+ "temp_score": 0.0,
+ "mosquito_suitability": 0.7918,
+ "avg_temp_f": 80.7
+ },
+ {
+ "latitude": 22.0,
+ "longitude": 78.0,
+ "livability": 0.0,
+ "temp_score": 0.0,
+ "mosquito_suitability": 0.7918,
+ "avg_temp_f": 80.7
+ },
+ {
+ "latitude": 22.0,
+ "longitude": 80.0,
+ "livability": 0.0,
+ "temp_score": 0.0,
+ "mosquito_suitability": 0.7918,
+ "avg_temp_f": 80.7
+ },
+ {
+ "latitude": 24.0,
+ "longitude": -106.0,
+ "livability": 0.1138,
+ "temp_score": 0.1455,
+ "mosquito_suitability": 0.2177,
+ "avg_temp_f": 61.1
+ },
+ {
+ "latitude": 24.0,
+ "longitude": -104.0,
+ "livability": 0.1138,
+ "temp_score": 0.1455,
+ "mosquito_suitability": 0.2177,
+ "avg_temp_f": 61.1
+ },
+ {
+ "latitude": 24.0,
+ "longitude": -102.0,
+ "livability": 0.1138,
+ "temp_score": 0.1455,
+ "mosquito_suitability": 0.2177,
+ "avg_temp_f": 61.1
+ },
+ {
+ "latitude": 24.0,
+ "longitude": -100.0,
+ "livability": 0.1139,
+ "temp_score": 0.1457,
+ "mosquito_suitability": 0.2183,
+ "avg_temp_f": 61.1
+ },
+ {
+ "latitude": 24.0,
+ "longitude": -98.0,
+ "livability": 0.1142,
+ "temp_score": 0.1467,
+ "mosquito_suitability": 0.2214,
+ "avg_temp_f": 61.3
+ },
+ {
+ "latitude": 24.0,
+ "longitude": -14.0,
+ "livability": 0.4699,
+ "temp_score": 0.6267,
+ "mosquito_suitability": 0.2501,
+ "avg_temp_f": 69.1
+ },
+ {
+ "latitude": 24.0,
+ "longitude": -12.0,
+ "livability": 0.4699,
+ "temp_score": 0.6275,
+ "mosquito_suitability": 0.2511,
+ "avg_temp_f": 69.2
+ },
+ {
+ "latitude": 24.0,
+ "longitude": -10.0,
+ "livability": 0.4697,
+ "temp_score": 0.6275,
+ "mosquito_suitability": 0.2514,
+ "avg_temp_f": 69.2
+ },
+ {
+ "latitude": 24.0,
+ "longitude": -8.0,
+ "livability": 0.1994,
+ "temp_score": 0.238,
+ "mosquito_suitability": 0.1622,
+ "avg_temp_f": 68.0
+ },
+ {
+ "latitude": 24.0,
+ "longitude": -6.0,
+ "livability": 0.1437,
+ "temp_score": 0.1665,
+ "mosquito_suitability": 0.1372,
+ "avg_temp_f": 67.7
+ },
+ {
+ "latitude": 24.0,
+ "longitude": 48.0,
+ "livability": 0.2611,
+ "temp_score": 0.3147,
+ "mosquito_suitability": 0.1703,
+ "avg_temp_f": 81.7
+ },
+ {
+ "latitude": 24.0,
+ "longitude": 50.0,
+ "livability": 0.2611,
+ "temp_score": 0.3147,
+ "mosquito_suitability": 0.1703,
+ "avg_temp_f": 81.7
+ },
+ {
+ "latitude": 24.0,
+ "longitude": 52.0,
+ "livability": 0.2611,
+ "temp_score": 0.3147,
+ "mosquito_suitability": 0.1703,
+ "avg_temp_f": 81.7
+ },
+ {
+ "latitude": 24.0,
+ "longitude": 54.0,
+ "livability": 0.2611,
+ "temp_score": 0.3147,
+ "mosquito_suitability": 0.1703,
+ "avg_temp_f": 81.7
+ },
+ {
+ "latitude": 24.0,
+ "longitude": 56.0,
+ "livability": 0.2611,
+ "temp_score": 0.3147,
+ "mosquito_suitability": 0.1703,
+ "avg_temp_f": 81.7
+ },
+ {
+ "latitude": 24.0,
+ "longitude": 68.0,
+ "livability": 0.0,
+ "temp_score": 0.0,
+ "mosquito_suitability": 0.7918,
+ "avg_temp_f": 80.7
+ },
+ {
+ "latitude": 24.0,
+ "longitude": 70.0,
+ "livability": 0.0,
+ "temp_score": 0.0,
+ "mosquito_suitability": 0.7918,
+ "avg_temp_f": 80.7
+ },
+ {
+ "latitude": 24.0,
+ "longitude": 72.0,
+ "livability": 0.0,
+ "temp_score": 0.0,
+ "mosquito_suitability": 0.7918,
+ "avg_temp_f": 80.7
+ },
+ {
+ "latitude": 24.0,
+ "longitude": 74.0,
+ "livability": 0.0,
+ "temp_score": 0.0,
+ "mosquito_suitability": 0.7918,
+ "avg_temp_f": 80.7
+ },
+ {
+ "latitude": 24.0,
+ "longitude": 76.0,
+ "livability": 0.0,
+ "temp_score": 0.0,
+ "mosquito_suitability": 0.7918,
+ "avg_temp_f": 80.7
+ },
+ {
+ "latitude": 24.0,
+ "longitude": 78.0,
+ "livability": 0.0,
+ "temp_score": 0.0,
+ "mosquito_suitability": 0.7918,
+ "avg_temp_f": 80.7
+ },
+ {
+ "latitude": 26.0,
+ "longitude": -112.0,
+ "livability": 0.0771,
+ "temp_score": 0.0833,
+ "mosquito_suitability": 0.0736,
+ "avg_temp_f": 72.4
+ },
+ {
+ "latitude": 26.0,
+ "longitude": -104.0,
+ "livability": 0.1138,
+ "temp_score": 0.1455,
+ "mosquito_suitability": 0.2177,
+ "avg_temp_f": 61.1
+ },
+ {
+ "latitude": 26.0,
+ "longitude": -102.0,
+ "livability": 0.1138,
+ "temp_score": 0.1455,
+ "mosquito_suitability": 0.2177,
+ "avg_temp_f": 61.1
+ },
+ {
+ "latitude": 26.0,
+ "longitude": -100.0,
+ "livability": 0.1138,
+ "temp_score": 0.1455,
+ "mosquito_suitability": 0.2177,
+ "avg_temp_f": 61.1
+ },
+ {
+ "latitude": 26.0,
+ "longitude": -98.0,
+ "livability": 0.1138,
+ "temp_score": 0.1455,
+ "mosquito_suitability": 0.2177,
+ "avg_temp_f": 61.1
+ },
+ {
+ "latitude": 26.0,
+ "longitude": -80.0,
+ "livability": 0.0584,
+ "temp_score": 0.3258,
+ "mosquito_suitability": 0.8208,
+ "avg_temp_f": 77.0
+ },
+ {
+ "latitude": 26.0,
+ "longitude": -14.0,
+ "livability": 0.4698,
+ "temp_score": 0.6276,
+ "mosquito_suitability": 0.2514,
+ "avg_temp_f": 69.2
+ },
+ {
+ "latitude": 26.0,
+ "longitude": -12.0,
+ "livability": 0.4698,
+ "temp_score": 0.6264,
+ "mosquito_suitability": 0.2501,
+ "avg_temp_f": 69.1
+ },
+ {
+ "latitude": 26.0,
+ "longitude": -10.0,
+ "livability": 0.3089,
+ "temp_score": 0.3968,
+ "mosquito_suitability": 0.2216,
+ "avg_temp_f": 68.8
+ },
+ {
+ "latitude": 26.0,
+ "longitude": -8.0,
+ "livability": 0.1419,
+ "temp_score": 0.1664,
+ "mosquito_suitability": 0.1476,
+ "avg_temp_f": 67.8
+ },
+ {
+ "latitude": 26.0,
+ "longitude": -6.0,
+ "livability": 0.1437,
+ "temp_score": 0.1665,
+ "mosquito_suitability": 0.1372,
+ "avg_temp_f": 67.7
+ },
+ {
+ "latitude": 26.0,
+ "longitude": -4.0,
+ "livability": 0.1437,
+ "temp_score": 0.1665,
+ "mosquito_suitability": 0.1372,
+ "avg_temp_f": 67.7
+ },
+ {
+ "latitude": 26.0,
+ "longitude": -2.0,
+ "livability": 0.1437,
+ "temp_score": 0.1665,
+ "mosquito_suitability": 0.1372,
+ "avg_temp_f": 67.7
+ },
+ {
+ "latitude": 26.0,
+ "longitude": 48.0,
+ "livability": 0.2611,
+ "temp_score": 0.3147,
+ "mosquito_suitability": 0.1703,
+ "avg_temp_f": 81.7
+ },
+ {
+ "latitude": 26.0,
+ "longitude": 50.0,
+ "livability": 0.2611,
+ "temp_score": 0.3147,
+ "mosquito_suitability": 0.1703,
+ "avg_temp_f": 81.7
+ },
+ {
+ "latitude": 26.0,
+ "longitude": 58.0,
+ "livability": 0.2611,
+ "temp_score": 0.3147,
+ "mosquito_suitability": 0.1703,
+ "avg_temp_f": 81.7
+ },
+ {
+ "latitude": 26.0,
+ "longitude": 60.0,
+ "livability": 0.2611,
+ "temp_score": 0.3147,
+ "mosquito_suitability": 0.1703,
+ "avg_temp_f": 81.7
+ },
+ {
+ "latitude": 26.0,
+ "longitude": 62.0,
+ "livability": 0.2611,
+ "temp_score": 0.3147,
+ "mosquito_suitability": 0.1703,
+ "avg_temp_f": 81.7
+ },
+ {
+ "latitude": 26.0,
+ "longitude": 64.0,
+ "livability": 0.2611,
+ "temp_score": 0.3147,
+ "mosquito_suitability": 0.1703,
+ "avg_temp_f": 81.7
+ },
+ {
+ "latitude": 26.0,
+ "longitude": 70.0,
+ "livability": 0.0,
+ "temp_score": 0.0,
+ "mosquito_suitability": 0.7918,
+ "avg_temp_f": 80.7
+ },
+ {
+ "latitude": 26.0,
+ "longitude": 72.0,
+ "livability": 0.0,
+ "temp_score": 0.0,
+ "mosquito_suitability": 0.7918,
+ "avg_temp_f": 80.7
+ },
+ {
+ "latitude": 26.0,
+ "longitude": 74.0,
+ "livability": 0.0,
+ "temp_score": 0.0,
+ "mosquito_suitability": 0.7918,
+ "avg_temp_f": 80.7
+ },
+ {
+ "latitude": 26.0,
+ "longitude": 76.0,
+ "livability": 0.0,
+ "temp_score": 0.0,
+ "mosquito_suitability": 0.7918,
+ "avg_temp_f": 80.7
+ },
+ {
+ "latitude": 28.0,
+ "longitude": -114.0,
+ "livability": 0.1956,
+ "temp_score": 0.2388,
+ "mosquito_suitability": 0.1807,
+ "avg_temp_f": 67.1
+ },
+ {
+ "latitude": 28.0,
+ "longitude": -110.0,
+ "livability": 0.0772,
+ "temp_score": 0.0833,
+ "mosquito_suitability": 0.0736,
+ "avg_temp_f": 72.4
+ },
+ {
+ "latitude": 28.0,
+ "longitude": -108.0,
+ "livability": 0.0771,
+ "temp_score": 0.0833,
+ "mosquito_suitability": 0.0736,
+ "avg_temp_f": 72.4
+ },
+ {
+ "latitude": 28.0,
+ "longitude": -106.0,
+ "livability": 0.0771,
+ "temp_score": 0.0833,
+ "mosquito_suitability": 0.0736,
+ "avg_temp_f": 72.4
+ },
+ {
+ "latitude": 28.0,
+ "longitude": -82.0,
+ "livability": 0.0584,
+ "temp_score": 0.3258,
+ "mosquito_suitability": 0.8208,
+ "avg_temp_f": 77.0
+ },
+ {
+ "latitude": 28.0,
+ "longitude": -16.0,
+ "livability": 0.47,
+ "temp_score": 0.6266,
+ "mosquito_suitability": 0.25,
+ "avg_temp_f": 69.1
+ },
+ {
+ "latitude": 28.0,
+ "longitude": -12.0,
+ "livability": 0.4152,
+ "temp_score": 0.5513,
+ "mosquito_suitability": 0.2468,
+ "avg_temp_f": 69.1
+ },
+ {
+ "latitude": 28.0,
+ "longitude": -10.0,
+ "livability": 0.1977,
+ "temp_score": 0.2383,
+ "mosquito_suitability": 0.1706,
+ "avg_temp_f": 68.1
+ },
+ {
+ "latitude": 28.0,
+ "longitude": -8.0,
+ "livability": 0.1434,
+ "temp_score": 0.1665,
+ "mosquito_suitability": 0.1389,
+ "avg_temp_f": 67.7
+ },
+ {
+ "latitude": 28.0,
+ "longitude": -6.0,
+ "livability": 0.1437,
+ "temp_score": 0.1665,
+ "mosquito_suitability": 0.1372,
+ "avg_temp_f": 67.7
+ },
+ {
+ "latitude": 28.0,
+ "longitude": -4.0,
+ "livability": 0.1437,
+ "temp_score": 0.1665,
+ "mosquito_suitability": 0.1372,
+ "avg_temp_f": 67.7
+ },
+ {
+ "latitude": 28.0,
+ "longitude": -2.0,
+ "livability": 0.1437,
+ "temp_score": 0.1665,
+ "mosquito_suitability": 0.1372,
+ "avg_temp_f": 67.7
+ },
+ {
+ "latitude": 28.0,
+ "longitude": 0.0,
+ "livability": 0.1437,
+ "temp_score": 0.1665,
+ "mosquito_suitability": 0.1372,
+ "avg_temp_f": 67.7
+ },
+ {
+ "latitude": 28.0,
+ "longitude": 48.0,
+ "livability": 0.2611,
+ "temp_score": 0.3147,
+ "mosquito_suitability": 0.1703,
+ "avg_temp_f": 81.7
+ },
+ {
+ "latitude": 28.0,
+ "longitude": 52.0,
+ "livability": 0.2611,
+ "temp_score": 0.3147,
+ "mosquito_suitability": 0.1703,
+ "avg_temp_f": 81.7
+ },
+ {
+ "latitude": 28.0,
+ "longitude": 54.0,
+ "livability": 0.2611,
+ "temp_score": 0.3147,
+ "mosquito_suitability": 0.1703,
+ "avg_temp_f": 81.7
+ },
+ {
+ "latitude": 28.0,
+ "longitude": 56.0,
+ "livability": 0.2611,
+ "temp_score": 0.3147,
+ "mosquito_suitability": 0.1703,
+ "avg_temp_f": 81.7
+ },
+ {
+ "latitude": 28.0,
+ "longitude": 58.0,
+ "livability": 0.2611,
+ "temp_score": 0.3147,
+ "mosquito_suitability": 0.1703,
+ "avg_temp_f": 81.7
+ },
+ {
+ "latitude": 28.0,
+ "longitude": 60.0,
+ "livability": 0.2611,
+ "temp_score": 0.3147,
+ "mosquito_suitability": 0.1703,
+ "avg_temp_f": 81.7
+ },
+ {
+ "latitude": 28.0,
+ "longitude": 62.0,
+ "livability": 0.2611,
+ "temp_score": 0.3147,
+ "mosquito_suitability": 0.1703,
+ "avg_temp_f": 81.7
+ },
+ {
+ "latitude": 30.0,
+ "longitude": -112.0,
+ "livability": 0.1448,
+ "temp_score": 0.1566,
+ "mosquito_suitability": 0.0752,
+ "avg_temp_f": 71.6
+ },
+ {
+ "latitude": 30.0,
+ "longitude": -110.0,
+ "livability": 0.0772,
+ "temp_score": 0.0833,
+ "mosquito_suitability": 0.0738,
+ "avg_temp_f": 72.3
+ },
+ {
+ "latitude": 30.0,
+ "longitude": -108.0,
+ "livability": 0.0771,
+ "temp_score": 0.0833,
+ "mosquito_suitability": 0.0736,
+ "avg_temp_f": 72.4
+ },
+ {
+ "latitude": 30.0,
+ "longitude": -106.0,
+ "livability": 0.0771,
+ "temp_score": 0.0833,
+ "mosquito_suitability": 0.0736,
+ "avg_temp_f": 72.4
+ },
+ {
+ "latitude": 30.0,
+ "longitude": -104.0,
+ "livability": 0.0771,
+ "temp_score": 0.0833,
+ "mosquito_suitability": 0.0736,
+ "avg_temp_f": 72.4
+ },
+ {
+ "latitude": 30.0,
+ "longitude": -82.0,
+ "livability": 0.0584,
+ "temp_score": 0.3258,
+ "mosquito_suitability": 0.8208,
+ "avg_temp_f": 77.0
+ },
+ {
+ "latitude": 30.0,
+ "longitude": -8.0,
+ "livability": 0.1437,
+ "temp_score": 0.1665,
+ "mosquito_suitability": 0.1372,
+ "avg_temp_f": 67.7
+ },
+ {
+ "latitude": 30.0,
+ "longitude": -6.0,
+ "livability": 0.1437,
+ "temp_score": 0.1665,
+ "mosquito_suitability": 0.1374,
+ "avg_temp_f": 67.7
+ },
+ {
+ "latitude": 30.0,
+ "longitude": -4.0,
+ "livability": 0.1434,
+ "temp_score": 0.1666,
+ "mosquito_suitability": 0.1389,
+ "avg_temp_f": 67.7
+ },
+ {
+ "latitude": 30.0,
+ "longitude": -2.0,
+ "livability": 0.1426,
+ "temp_score": 0.1666,
+ "mosquito_suitability": 0.1445,
+ "avg_temp_f": 67.6
+ },
+ {
+ "latitude": 30.0,
+ "longitude": 0.0,
+ "livability": 0.1415,
+ "temp_score": 0.1667,
+ "mosquito_suitability": 0.1508,
+ "avg_temp_f": 67.4
+ },
+ {
+ "latitude": 30.0,
+ "longitude": 24.0,
+ "livability": 0.1289,
+ "temp_score": 0.1553,
+ "mosquito_suitability": 0.1701,
+ "avg_temp_f": 64.2
+ },
+ {
+ "latitude": 30.0,
+ "longitude": 48.0,
+ "livability": 0.2611,
+ "temp_score": 0.3147,
+ "mosquito_suitability": 0.1703,
+ "avg_temp_f": 81.7
+ },
+ {
+ "latitude": 30.0,
+ "longitude": 52.0,
+ "livability": 0.2611,
+ "temp_score": 0.3147,
+ "mosquito_suitability": 0.1703,
+ "avg_temp_f": 81.7
+ },
+ {
+ "latitude": 30.0,
+ "longitude": 54.0,
+ "livability": 0.2611,
+ "temp_score": 0.3147,
+ "mosquito_suitability": 0.1703,
+ "avg_temp_f": 81.7
+ },
+ {
+ "latitude": 30.0,
+ "longitude": 56.0,
+ "livability": 0.2611,
+ "temp_score": 0.3147,
+ "mosquito_suitability": 0.1703,
+ "avg_temp_f": 81.7
+ },
+ {
+ "latitude": 30.0,
+ "longitude": 58.0,
+ "livability": 0.2611,
+ "temp_score": 0.3147,
+ "mosquito_suitability": 0.1703,
+ "avg_temp_f": 81.7
+ },
+ {
+ "latitude": 30.0,
+ "longitude": 60.0,
+ "livability": 0.2611,
+ "temp_score": 0.3147,
+ "mosquito_suitability": 0.1703,
+ "avg_temp_f": 81.7
+ },
+ {
+ "latitude": 30.0,
+ "longitude": 62.0,
+ "livability": 0.2611,
+ "temp_score": 0.3147,
+ "mosquito_suitability": 0.1703,
+ "avg_temp_f": 81.7
+ },
+ {
+ "latitude": 32.0,
+ "longitude": -116.0,
+ "livability": 0.3129,
+ "temp_score": 0.4022,
+ "mosquito_suitability": 0.2221,
+ "avg_temp_f": 63.6
+ },
+ {
+ "latitude": 32.0,
+ "longitude": -114.0,
+ "livability": 0.2119,
+ "temp_score": 0.2318,
+ "mosquito_suitability": 0.0855,
+ "avg_temp_f": 69.8
+ },
+ {
+ "latitude": 32.0,
+ "longitude": -112.0,
+ "livability": 0.0772,
+ "temp_score": 0.0833,
+ "mosquito_suitability": 0.0736,
+ "avg_temp_f": 72.4
+ },
+ {
+ "latitude": 32.0,
+ "longitude": -110.0,
+ "livability": 0.0772,
+ "temp_score": 0.0833,
+ "mosquito_suitability": 0.0736,
+ "avg_temp_f": 72.4
+ },
+ {
+ "latitude": 32.0,
+ "longitude": -108.0,
+ "livability": 0.0771,
+ "temp_score": 0.0833,
+ "mosquito_suitability": 0.0736,
+ "avg_temp_f": 72.4
+ },
+ {
+ "latitude": 32.0,
+ "longitude": -106.0,
+ "livability": 0.0771,
+ "temp_score": 0.0833,
+ "mosquito_suitability": 0.0736,
+ "avg_temp_f": 72.4
+ },
+ {
+ "latitude": 32.0,
+ "longitude": -104.0,
+ "livability": 0.0771,
+ "temp_score": 0.0833,
+ "mosquito_suitability": 0.0736,
+ "avg_temp_f": 72.4
+ },
+ {
+ "latitude": 32.0,
+ "longitude": -86.0,
+ "livability": 0.0584,
+ "temp_score": 0.3258,
+ "mosquito_suitability": 0.8208,
+ "avg_temp_f": 77.0
+ },
+ {
+ "latitude": 32.0,
+ "longitude": -84.0,
+ "livability": 0.0584,
+ "temp_score": 0.3258,
+ "mosquito_suitability": 0.8208,
+ "avg_temp_f": 77.0
+ },
+ {
+ "latitude": 32.0,
+ "longitude": -82.0,
+ "livability": 0.0584,
+ "temp_score": 0.3258,
+ "mosquito_suitability": 0.8208,
+ "avg_temp_f": 77.0
+ },
+ {
+ "latitude": 32.0,
+ "longitude": -8.0,
+ "livability": 0.1437,
+ "temp_score": 0.1665,
+ "mosquito_suitability": 0.1372,
+ "avg_temp_f": 67.7
+ },
+ {
+ "latitude": 32.0,
+ "longitude": -6.0,
+ "livability": 0.1435,
+ "temp_score": 0.1666,
+ "mosquito_suitability": 0.1387,
+ "avg_temp_f": 67.7
+ },
+ {
+ "latitude": 32.0,
+ "longitude": -4.0,
+ "livability": 0.1404,
+ "temp_score": 0.1666,
+ "mosquito_suitability": 0.157,
+ "avg_temp_f": 67.3
+ },
+ {
+ "latitude": 32.0,
+ "longitude": -2.0,
+ "livability": 0.1323,
+ "temp_score": 0.1639,
+ "mosquito_suitability": 0.193,
+ "avg_temp_f": 66.5
+ },
+ {
+ "latitude": 32.0,
+ "longitude": 0.0,
+ "livability": 0.1824,
+ "temp_score": 0.2338,
+ "mosquito_suitability": 0.2197,
+ "avg_temp_f": 65.7
+ },
+ {
+ "latitude": 32.0,
+ "longitude": 2.0,
+ "livability": 0.1782,
+ "temp_score": 0.2323,
+ "mosquito_suitability": 0.2328,
+ "avg_temp_f": 65.2
+ },
+ {
+ "latitude": 32.0,
+ "longitude": 20.0,
+ "livability": 0.1289,
+ "temp_score": 0.1553,
+ "mosquito_suitability": 0.1701,
+ "avg_temp_f": 64.2
+ },
+ {
+ "latitude": 32.0,
+ "longitude": 22.0,
+ "livability": 0.1289,
+ "temp_score": 0.1553,
+ "mosquito_suitability": 0.1701,
+ "avg_temp_f": 64.2
+ },
+ {
+ "latitude": 32.0,
+ "longitude": 24.0,
+ "livability": 0.1289,
+ "temp_score": 0.1553,
+ "mosquito_suitability": 0.1701,
+ "avg_temp_f": 64.2
+ },
+ {
+ "latitude": 32.0,
+ "longitude": 52.0,
+ "livability": 0.2611,
+ "temp_score": 0.3147,
+ "mosquito_suitability": 0.1703,
+ "avg_temp_f": 81.7
+ },
+ {
+ "latitude": 32.0,
+ "longitude": 54.0,
+ "livability": 0.2611,
+ "temp_score": 0.3147,
+ "mosquito_suitability": 0.1703,
+ "avg_temp_f": 81.7
+ },
+ {
+ "latitude": 32.0,
+ "longitude": 56.0,
+ "livability": 0.2611,
+ "temp_score": 0.3147,
+ "mosquito_suitability": 0.1703,
+ "avg_temp_f": 81.7
+ },
+ {
+ "latitude": 32.0,
+ "longitude": 58.0,
+ "livability": 0.2611,
+ "temp_score": 0.3147,
+ "mosquito_suitability": 0.1703,
+ "avg_temp_f": 81.7
+ },
+ {
+ "latitude": 32.0,
+ "longitude": 60.0,
+ "livability": 0.2611,
+ "temp_score": 0.3147,
+ "mosquito_suitability": 0.1703,
+ "avg_temp_f": 81.7
+ },
+ {
+ "latitude": 32.0,
+ "longitude": 120.0,
+ "livability": 0.0539,
+ "temp_score": 0.1594,
+ "mosquito_suitability": 0.6622,
+ "avg_temp_f": 54.8
+ },
+ {
+ "latitude": 34.0,
+ "longitude": -120.0,
+ "livability": 0.1826,
+ "temp_score": 0.2213,
+ "mosquito_suitability": 0.1751,
+ "avg_temp_f": 60.8
+ },
+ {
+ "latitude": 34.0,
+ "longitude": -118.0,
+ "livability": 0.3275,
+ "temp_score": 0.403,
+ "mosquito_suitability": 0.1874,
+ "avg_temp_f": 63.9
+ },
+ {
+ "latitude": 34.0,
+ "longitude": -116.0,
+ "livability": 0.3187,
+ "temp_score": 0.4041,
+ "mosquito_suitability": 0.2114,
+ "avg_temp_f": 63.8
+ },
+ {
+ "latitude": 34.0,
+ "longitude": -114.0,
+ "livability": 0.1455,
+ "temp_score": 0.1573,
+ "mosquito_suitability": 0.0753,
+ "avg_temp_f": 71.3
+ },
+ {
+ "latitude": 34.0,
+ "longitude": -112.0,
+ "livability": 0.0771,
+ "temp_score": 0.0833,
+ "mosquito_suitability": 0.0736,
+ "avg_temp_f": 72.4
+ },
+ {
+ "latitude": 34.0,
+ "longitude": -110.0,
+ "livability": 0.0771,
+ "temp_score": 0.0833,
+ "mosquito_suitability": 0.0736,
+ "avg_temp_f": 72.4
+ },
+ {
+ "latitude": 34.0,
+ "longitude": -108.0,
+ "livability": 0.0771,
+ "temp_score": 0.0833,
+ "mosquito_suitability": 0.0736,
+ "avg_temp_f": 72.4
+ },
+ {
+ "latitude": 34.0,
+ "longitude": -106.0,
+ "livability": 0.0771,
+ "temp_score": 0.0833,
+ "mosquito_suitability": 0.0736,
+ "avg_temp_f": 72.4
+ },
+ {
+ "latitude": 34.0,
+ "longitude": -104.0,
+ "livability": 0.0771,
+ "temp_score": 0.0833,
+ "mosquito_suitability": 0.0736,
+ "avg_temp_f": 72.4
+ },
+ {
+ "latitude": 34.0,
+ "longitude": -6.0,
+ "livability": 0.187,
+ "temp_score": 0.2353,
+ "mosquito_suitability": 0.205,
+ "avg_temp_f": 66.0
+ },
+ {
+ "latitude": 34.0,
+ "longitude": -4.0,
+ "livability": 0.1804,
+ "temp_score": 0.2334,
+ "mosquito_suitability": 0.2272,
+ "avg_temp_f": 65.4
+ },
+ {
+ "latitude": 34.0,
+ "longitude": -2.0,
+ "livability": 0.1791,
+ "temp_score": 0.2328,
+ "mosquito_suitability": 0.2308,
+ "avg_temp_f": 65.3
+ },
+ {
+ "latitude": 34.0,
+ "longitude": 0.0,
+ "livability": 0.1784,
+ "temp_score": 0.232,
+ "mosquito_suitability": 0.2313,
+ "avg_temp_f": 65.1
+ },
+ {
+ "latitude": 34.0,
+ "longitude": 2.0,
+ "livability": 0.2317,
+ "temp_score": 0.3031,
+ "mosquito_suitability": 0.2354,
+ "avg_temp_f": 64.8
+ },
+ {
+ "latitude": 34.0,
+ "longitude": 4.0,
+ "livability": 0.2281,
+ "temp_score": 0.3029,
+ "mosquito_suitability": 0.2469,
+ "avg_temp_f": 64.4
+ },
+ {
+ "latitude": 34.0,
+ "longitude": 6.0,
+ "livability": 0.227,
+ "temp_score": 0.3029,
+ "mosquito_suitability": 0.2505,
+ "avg_temp_f": 64.3
+ },
+ {
+ "latitude": 34.0,
+ "longitude": 120.0,
+ "livability": 0.0539,
+ "temp_score": 0.1594,
+ "mosquito_suitability": 0.6622,
+ "avg_temp_f": 54.8
+ },
+ {
+ "latitude": 34.0,
+ "longitude": 132.0,
+ "livability": 0.0537,
+ "temp_score": 0.1595,
+ "mosquito_suitability": 0.6637,
+ "avg_temp_f": 55.6
+ },
+ {
+ "latitude": 34.0,
+ "longitude": 134.0,
+ "livability": 0.075,
+ "temp_score": 0.2291,
+ "mosquito_suitability": 0.6728,
+ "avg_temp_f": 59.6
+ },
+ {
+ "latitude": 34.0,
+ "longitude": 136.0,
+ "livability": 0.0742,
+ "temp_score": 0.2288,
+ "mosquito_suitability": 0.6755,
+ "avg_temp_f": 59.9
+ },
+ {
+ "latitude": 36.0,
+ "longitude": -120.0,
+ "livability": 0.1852,
+ "temp_score": 0.2241,
+ "mosquito_suitability": 0.1737,
+ "avg_temp_f": 60.8
+ },
+ {
+ "latitude": 36.0,
+ "longitude": -118.0,
+ "livability": 0.319,
+ "temp_score": 0.3934,
+ "mosquito_suitability": 0.189,
+ "avg_temp_f": 62.5
+ },
+ {
+ "latitude": 36.0,
+ "longitude": -116.0,
+ "livability": 0.3238,
+ "temp_score": 0.4032,
+ "mosquito_suitability": 0.1969,
+ "avg_temp_f": 63.8
+ },
+ {
+ "latitude": 36.0,
+ "longitude": -114.0,
+ "livability": 0.2128,
+ "temp_score": 0.2338,
+ "mosquito_suitability": 0.09,
+ "avg_temp_f": 69.4
+ },
+ {
+ "latitude": 36.0,
+ "longitude": -112.0,
+ "livability": 0.0771,
+ "temp_score": 0.0833,
+ "mosquito_suitability": 0.0742,
+ "avg_temp_f": 72.1
+ },
+ {
+ "latitude": 36.0,
+ "longitude": -110.0,
+ "livability": 0.0772,
+ "temp_score": 0.0833,
+ "mosquito_suitability": 0.0736,
+ "avg_temp_f": 72.4
+ },
+ {
+ "latitude": 36.0,
+ "longitude": -108.0,
+ "livability": 0.0771,
+ "temp_score": 0.0833,
+ "mosquito_suitability": 0.0736,
+ "avg_temp_f": 72.4
+ },
+ {
+ "latitude": 36.0,
+ "longitude": -106.0,
+ "livability": 0.0771,
+ "temp_score": 0.0833,
+ "mosquito_suitability": 0.0736,
+ "avg_temp_f": 72.4
+ },
+ {
+ "latitude": 36.0,
+ "longitude": -104.0,
+ "livability": 0.0771,
+ "temp_score": 0.0833,
+ "mosquito_suitability": 0.0736,
+ "avg_temp_f": 72.4
+ },
+ {
+ "latitude": 36.0,
+ "longitude": 2.0,
+ "livability": 0.2286,
+ "temp_score": 0.303,
+ "mosquito_suitability": 0.2455,
+ "avg_temp_f": 64.4
+ },
+ {
+ "latitude": 36.0,
+ "longitude": 4.0,
+ "livability": 0.2275,
+ "temp_score": 0.3029,
+ "mosquito_suitability": 0.249,
+ "avg_temp_f": 64.3
+ },
+ {
+ "latitude": 36.0,
+ "longitude": 6.0,
+ "livability": 0.2265,
+ "temp_score": 0.3028,
+ "mosquito_suitability": 0.2519,
+ "avg_temp_f": 64.2
+ },
+ {
+ "latitude": 36.0,
+ "longitude": 8.0,
+ "livability": 0.1753,
+ "temp_score": 0.2378,
+ "mosquito_suitability": 0.2629,
+ "avg_temp_f": 59.9
+ },
+ {
+ "latitude": 36.0,
+ "longitude": 10.0,
+ "livability": 0.1766,
+ "temp_score": 0.2386,
+ "mosquito_suitability": 0.2599,
+ "avg_temp_f": 59.2
+ },
+ {
+ "latitude": 36.0,
+ "longitude": 118.0,
+ "livability": 0.0539,
+ "temp_score": 0.1594,
+ "mosquito_suitability": 0.6622,
+ "avg_temp_f": 54.8
+ },
+ {
+ "latitude": 36.0,
+ "longitude": 120.0,
+ "livability": 0.0539,
+ "temp_score": 0.1594,
+ "mosquito_suitability": 0.6622,
+ "avg_temp_f": 54.8
+ },
+ {
+ "latitude": 36.0,
+ "longitude": 128.0,
+ "livability": 0.0539,
+ "temp_score": 0.1594,
+ "mosquito_suitability": 0.6622,
+ "avg_temp_f": 54.8
+ },
+ {
+ "latitude": 36.0,
+ "longitude": 136.0,
+ "livability": 0.0746,
+ "temp_score": 0.2289,
+ "mosquito_suitability": 0.674,
+ "avg_temp_f": 59.9
+ },
+ {
+ "latitude": 36.0,
+ "longitude": 138.0,
+ "livability": 0.0742,
+ "temp_score": 0.2288,
+ "mosquito_suitability": 0.6755,
+ "avg_temp_f": 59.9
+ },
+ {
+ "latitude": 36.0,
+ "longitude": 140.0,
+ "livability": 0.0742,
+ "temp_score": 0.2288,
+ "mosquito_suitability": 0.6755,
+ "avg_temp_f": 59.9
+ },
+ {
+ "latitude": 38.0,
+ "longitude": -122.0,
+ "livability": 0.0,
+ "temp_score": 0.0,
+ "mosquito_suitability": 0.1146,
+ "avg_temp_f": 56.5
+ },
+ {
+ "latitude": 38.0,
+ "longitude": -120.0,
+ "livability": 0.0,
+ "temp_score": 0.0,
+ "mosquito_suitability": 0.1193,
+ "avg_temp_f": 57.0
+ },
+ {
+ "latitude": 38.0,
+ "longitude": -118.0,
+ "livability": 0.1219,
+ "temp_score": 0.1447,
+ "mosquito_suitability": 0.1576,
+ "avg_temp_f": 59.8
+ },
+ {
+ "latitude": 38.0,
+ "longitude": -116.0,
+ "livability": 0.3232,
+ "temp_score": 0.3986,
+ "mosquito_suitability": 0.1892,
+ "avg_temp_f": 62.6
+ },
+ {
+ "latitude": 38.0,
+ "longitude": -114.0,
+ "livability": 0.2041,
+ "temp_score": 0.2385,
+ "mosquito_suitability": 0.1443,
+ "avg_temp_f": 67.3
+ },
+ {
+ "latitude": 38.0,
+ "longitude": -112.0,
+ "livability": 0.145,
+ "temp_score": 0.1568,
+ "mosquito_suitability": 0.075,
+ "avg_temp_f": 71.5
+ },
+ {
+ "latitude": 38.0,
+ "longitude": -110.0,
+ "livability": 0.0771,
+ "temp_score": 0.0833,
+ "mosquito_suitability": 0.0736,
+ "avg_temp_f": 72.4
+ },
+ {
+ "latitude": 38.0,
+ "longitude": -108.0,
+ "livability": 0.0771,
+ "temp_score": 0.0833,
+ "mosquito_suitability": 0.0736,
+ "avg_temp_f": 72.4
+ },
+ {
+ "latitude": 38.0,
+ "longitude": -106.0,
+ "livability": 0.0771,
+ "temp_score": 0.0833,
+ "mosquito_suitability": 0.0736,
+ "avg_temp_f": 72.4
+ },
+ {
+ "latitude": 38.0,
+ "longitude": -104.0,
+ "livability": 0.0771,
+ "temp_score": 0.0833,
+ "mosquito_suitability": 0.0736,
+ "avg_temp_f": 72.4
+ },
+ {
+ "latitude": 38.0,
+ "longitude": -8.0,
+ "livability": 0.2304,
+ "temp_score": 0.3119,
+ "mosquito_suitability": 0.2612,
+ "avg_temp_f": 63.2
+ },
+ {
+ "latitude": 38.0,
+ "longitude": -6.0,
+ "livability": 0.2313,
+ "temp_score": 0.3073,
+ "mosquito_suitability": 0.2473,
+ "avg_temp_f": 64.3
+ },
+ {
+ "latitude": 38.0,
+ "longitude": -4.0,
+ "livability": 0.178,
+ "temp_score": 0.2324,
+ "mosquito_suitability": 0.2344,
+ "avg_temp_f": 65.2
+ },
+ {
+ "latitude": 38.0,
+ "longitude": -2.0,
+ "livability": 0.2304,
+ "temp_score": 0.3031,
+ "mosquito_suitability": 0.24,
+ "avg_temp_f": 64.6
+ },
+ {
+ "latitude": 38.0,
+ "longitude": 14.0,
+ "livability": 0.1766,
+ "temp_score": 0.2386,
+ "mosquito_suitability": 0.2599,
+ "avg_temp_f": 59.2
+ },
+ {
+ "latitude": 38.0,
+ "longitude": 16.0,
+ "livability": 0.1246,
+ "temp_score": 0.1664,
+ "mosquito_suitability": 0.2513,
+ "avg_temp_f": 59.8
+ },
+ {
+ "latitude": 38.0,
+ "longitude": 22.0,
+ "livability": 0.1289,
+ "temp_score": 0.1553,
+ "mosquito_suitability": 0.1701,
+ "avg_temp_f": 64.2
+ },
+ {
+ "latitude": 38.0,
+ "longitude": 24.0,
+ "livability": 0.1289,
+ "temp_score": 0.1553,
+ "mosquito_suitability": 0.1701,
+ "avg_temp_f": 64.2
+ },
+ {
+ "latitude": 38.0,
+ "longitude": 28.0,
+ "livability": 0.1289,
+ "temp_score": 0.1553,
+ "mosquito_suitability": 0.1701,
+ "avg_temp_f": 64.2
+ },
+ {
+ "latitude": 38.0,
+ "longitude": 30.0,
+ "livability": 0.1289,
+ "temp_score": 0.1553,
+ "mosquito_suitability": 0.1701,
+ "avg_temp_f": 64.2
+ },
+ {
+ "latitude": 38.0,
+ "longitude": 32.0,
+ "livability": 0.1289,
+ "temp_score": 0.1553,
+ "mosquito_suitability": 0.1701,
+ "avg_temp_f": 64.2
+ },
+ {
+ "latitude": 38.0,
+ "longitude": 34.0,
+ "livability": 0.1289,
+ "temp_score": 0.1553,
+ "mosquito_suitability": 0.1701,
+ "avg_temp_f": 64.2
+ },
+ {
+ "latitude": 38.0,
+ "longitude": 118.0,
+ "livability": 0.0539,
+ "temp_score": 0.1594,
+ "mosquito_suitability": 0.6622,
+ "avg_temp_f": 54.8
+ },
+ {
+ "latitude": 38.0,
+ "longitude": 126.0,
+ "livability": 0.0539,
+ "temp_score": 0.1594,
+ "mosquito_suitability": 0.6622,
+ "avg_temp_f": 54.8
+ },
+ {
+ "latitude": 38.0,
+ "longitude": 128.0,
+ "livability": 0.0539,
+ "temp_score": 0.1594,
+ "mosquito_suitability": 0.6622,
+ "avg_temp_f": 54.8
+ },
+ {
+ "latitude": 38.0,
+ "longitude": 140.0,
+ "livability": 0.0742,
+ "temp_score": 0.2288,
+ "mosquito_suitability": 0.6755,
+ "avg_temp_f": 59.9
+ },
+ {
+ "latitude": 40.0,
+ "longitude": -124.0,
+ "livability": 0.0,
+ "temp_score": 0.0,
+ "mosquito_suitability": 0.1148,
+ "avg_temp_f": 56.5
+ },
+ {
+ "latitude": 40.0,
+ "longitude": -122.0,
+ "livability": 0.0,
+ "temp_score": 0.0,
+ "mosquito_suitability": 0.115,
+ "avg_temp_f": 56.6
+ },
+ {
+ "latitude": 40.0,
+ "longitude": -120.0,
+ "livability": 0.0,
+ "temp_score": 0.0,
+ "mosquito_suitability": 0.1166,
+ "avg_temp_f": 56.7
+ },
+ {
+ "latitude": 40.0,
+ "longitude": -118.0,
+ "livability": 0.0,
+ "temp_score": 0.0,
+ "mosquito_suitability": 0.1244,
+ "avg_temp_f": 57.4
+ },
+ {
+ "latitude": 40.0,
+ "longitude": -116.0,
+ "livability": 0.0,
+ "temp_score": 0.0,
+ "mosquito_suitability": 0.1457,
+ "avg_temp_f": 59.2
+ },
+ {
+ "latitude": 40.0,
+ "longitude": -114.0,
+ "livability": 0.2604,
+ "temp_score": 0.3156,
+ "mosquito_suitability": 0.175,
+ "avg_temp_f": 64.8
+ },
+ {
+ "latitude": 40.0,
+ "longitude": -112.0,
+ "livability": 0.0772,
+ "temp_score": 0.0833,
+ "mosquito_suitability": 0.0739,
+ "avg_temp_f": 72.2
+ },
+ {
+ "latitude": 40.0,
+ "longitude": -110.0,
+ "livability": 0.0771,
+ "temp_score": 0.0833,
+ "mosquito_suitability": 0.0736,
+ "avg_temp_f": 72.4
+ },
+ {
+ "latitude": 40.0,
+ "longitude": -108.0,
+ "livability": 0.0771,
+ "temp_score": 0.0833,
+ "mosquito_suitability": 0.0736,
+ "avg_temp_f": 72.4
+ },
+ {
+ "latitude": 40.0,
+ "longitude": -8.0,
+ "livability": 0.2339,
+ "temp_score": 0.3233,
+ "mosquito_suitability": 0.2765,
+ "avg_temp_f": 62.1
+ },
+ {
+ "latitude": 40.0,
+ "longitude": -6.0,
+ "livability": 0.2832,
+ "temp_score": 0.3869,
+ "mosquito_suitability": 0.2678,
+ "avg_temp_f": 62.9
+ },
+ {
+ "latitude": 40.0,
+ "longitude": -4.0,
+ "livability": 0.2312,
+ "temp_score": 0.305,
+ "mosquito_suitability": 0.2421,
+ "avg_temp_f": 64.2
+ },
+ {
+ "latitude": 40.0,
+ "longitude": -2.0,
+ "livability": 0.2271,
+ "temp_score": 0.3029,
+ "mosquito_suitability": 0.2501,
+ "avg_temp_f": 64.3
+ },
+ {
+ "latitude": 40.0,
+ "longitude": 0.0,
+ "livability": 0.227,
+ "temp_score": 0.3029,
+ "mosquito_suitability": 0.2505,
+ "avg_temp_f": 64.3
+ },
+ {
+ "latitude": 40.0,
+ "longitude": 16.0,
+ "livability": 0.1767,
+ "temp_score": 0.2385,
+ "mosquito_suitability": 0.2592,
+ "avg_temp_f": 59.2
+ },
+ {
+ "latitude": 40.0,
+ "longitude": 20.0,
+ "livability": 0.1276,
+ "temp_score": 0.1542,
+ "mosquito_suitability": 0.1724,
+ "avg_temp_f": 64.1
+ },
+ {
+ "latitude": 40.0,
+ "longitude": 22.0,
+ "livability": 0.1289,
+ "temp_score": 0.1553,
+ "mosquito_suitability": 0.1701,
+ "avg_temp_f": 64.2
+ },
+ {
+ "latitude": 40.0,
+ "longitude": 24.0,
+ "livability": 0.1289,
+ "temp_score": 0.1553,
+ "mosquito_suitability": 0.1701,
+ "avg_temp_f": 64.2
+ },
+ {
+ "latitude": 40.0,
+ "longitude": 28.0,
+ "livability": 0.1289,
+ "temp_score": 0.1553,
+ "mosquito_suitability": 0.1701,
+ "avg_temp_f": 64.2
+ },
+ {
+ "latitude": 40.0,
+ "longitude": 30.0,
+ "livability": 0.1289,
+ "temp_score": 0.1553,
+ "mosquito_suitability": 0.1701,
+ "avg_temp_f": 64.2
+ },
+ {
+ "latitude": 40.0,
+ "longitude": 32.0,
+ "livability": 0.1289,
+ "temp_score": 0.1553,
+ "mosquito_suitability": 0.1701,
+ "avg_temp_f": 64.2
+ },
+ {
+ "latitude": 40.0,
+ "longitude": 118.0,
+ "livability": 0.0539,
+ "temp_score": 0.1594,
+ "mosquito_suitability": 0.6622,
+ "avg_temp_f": 54.8
+ },
+ {
+ "latitude": 40.0,
+ "longitude": 122.0,
+ "livability": 0.0539,
+ "temp_score": 0.1594,
+ "mosquito_suitability": 0.6622,
+ "avg_temp_f": 54.8
+ },
+ {
+ "latitude": 40.0,
+ "longitude": 124.0,
+ "livability": 0.0539,
+ "temp_score": 0.1594,
+ "mosquito_suitability": 0.6622,
+ "avg_temp_f": 54.8
+ },
+ {
+ "latitude": 40.0,
+ "longitude": 126.0,
+ "livability": 0.0539,
+ "temp_score": 0.1594,
+ "mosquito_suitability": 0.6622,
+ "avg_temp_f": 54.8
+ },
+ {
+ "latitude": 40.0,
+ "longitude": 140.0,
+ "livability": 0.0742,
+ "temp_score": 0.2288,
+ "mosquito_suitability": 0.6755,
+ "avg_temp_f": 59.9
+ },
+ {
+ "latitude": 42.0,
+ "longitude": -124.0,
+ "livability": 0.0,
+ "temp_score": 0.0,
+ "mosquito_suitability": 0.1148,
+ "avg_temp_f": 56.0
+ },
+ {
+ "latitude": 42.0,
+ "longitude": -122.0,
+ "livability": 0.0,
+ "temp_score": 0.0,
+ "mosquito_suitability": 0.1147,
+ "avg_temp_f": 56.0
+ },
+ {
+ "latitude": 42.0,
+ "longitude": -120.0,
+ "livability": 0.0,
+ "temp_score": 0.0,
+ "mosquito_suitability": 0.1151,
+ "avg_temp_f": 56.0
+ },
+ {
+ "latitude": 42.0,
+ "longitude": -118.0,
+ "livability": 0.0,
+ "temp_score": 0.0,
+ "mosquito_suitability": 0.1158,
+ "avg_temp_f": 55.9
+ },
+ {
+ "latitude": 42.0,
+ "longitude": -116.0,
+ "livability": 0.0,
+ "temp_score": 0.0,
+ "mosquito_suitability": 0.1155,
+ "avg_temp_f": 55.8
+ },
+ {
+ "latitude": 42.0,
+ "longitude": -114.0,
+ "livability": 0.0,
+ "temp_score": 0.0,
+ "mosquito_suitability": 0.1146,
+ "avg_temp_f": 56.5
+ },
+ {
+ "latitude": 42.0,
+ "longitude": -8.0,
+ "livability": 0.2342,
+ "temp_score": 0.3226,
+ "mosquito_suitability": 0.2742,
+ "avg_temp_f": 62.2
+ },
+ {
+ "latitude": 42.0,
+ "longitude": -6.0,
+ "livability": 0.2839,
+ "temp_score": 0.3877,
+ "mosquito_suitability": 0.2677,
+ "avg_temp_f": 62.7
+ },
+ {
+ "latitude": 42.0,
+ "longitude": -4.0,
+ "livability": 0.1757,
+ "temp_score": 0.2337,
+ "mosquito_suitability": 0.248,
+ "avg_temp_f": 63.9
+ },
+ {
+ "latitude": 42.0,
+ "longitude": -2.0,
+ "livability": 0.2272,
+ "temp_score": 0.303,
+ "mosquito_suitability": 0.2501,
+ "avg_temp_f": 64.3
+ },
+ {
+ "latitude": 42.0,
+ "longitude": 0.0,
+ "livability": 0.2267,
+ "temp_score": 0.3028,
+ "mosquito_suitability": 0.2514,
+ "avg_temp_f": 64.2
+ },
+ {
+ "latitude": 42.0,
+ "longitude": 2.0,
+ "livability": 0.1711,
+ "temp_score": 0.2317,
+ "mosquito_suitability": 0.2614,
+ "avg_temp_f": 63.4
+ },
+ {
+ "latitude": 42.0,
+ "longitude": 12.0,
+ "livability": 0.1766,
+ "temp_score": 0.2386,
+ "mosquito_suitability": 0.2599,
+ "avg_temp_f": 59.2
+ },
+ {
+ "latitude": 42.0,
+ "longitude": 14.0,
+ "livability": 0.1766,
+ "temp_score": 0.2386,
+ "mosquito_suitability": 0.2599,
+ "avg_temp_f": 59.2
+ },
+ {
+ "latitude": 42.0,
+ "longitude": 20.0,
+ "livability": 0.1831,
+ "temp_score": 0.225,
+ "mosquito_suitability": 0.1862,
+ "avg_temp_f": 62.8
+ },
+ {
+ "latitude": 42.0,
+ "longitude": 22.0,
+ "livability": 0.1285,
+ "temp_score": 0.1549,
+ "mosquito_suitability": 0.1709,
+ "avg_temp_f": 64.2
+ },
+ {
+ "latitude": 42.0,
+ "longitude": 24.0,
+ "livability": 0.1289,
+ "temp_score": 0.1553,
+ "mosquito_suitability": 0.1701,
+ "avg_temp_f": 64.2
+ },
+ {
+ "latitude": 42.0,
+ "longitude": 26.0,
+ "livability": 0.1289,
+ "temp_score": 0.1553,
+ "mosquito_suitability": 0.1701,
+ "avg_temp_f": 64.2
+ },
+ {
+ "latitude": 42.0,
+ "longitude": 120.0,
+ "livability": 0.0539,
+ "temp_score": 0.1594,
+ "mosquito_suitability": 0.6622,
+ "avg_temp_f": 54.8
+ },
+ {
+ "latitude": 42.0,
+ "longitude": 122.0,
+ "livability": 0.0539,
+ "temp_score": 0.1594,
+ "mosquito_suitability": 0.6622,
+ "avg_temp_f": 54.8
+ },
+ {
+ "latitude": 42.0,
+ "longitude": 124.0,
+ "livability": 0.0539,
+ "temp_score": 0.1594,
+ "mosquito_suitability": 0.6622,
+ "avg_temp_f": 54.8
+ },
+ {
+ "latitude": 42.0,
+ "longitude": 126.0,
+ "livability": 0.0539,
+ "temp_score": 0.1594,
+ "mosquito_suitability": 0.6622,
+ "avg_temp_f": 54.8
+ },
+ {
+ "latitude": 42.0,
+ "longitude": 128.0,
+ "livability": 0.0539,
+ "temp_score": 0.1594,
+ "mosquito_suitability": 0.6622,
+ "avg_temp_f": 54.8
+ },
+ {
+ "latitude": 42.0,
+ "longitude": 130.0,
+ "livability": 0.0539,
+ "temp_score": 0.1594,
+ "mosquito_suitability": 0.6622,
+ "avg_temp_f": 54.8
+ },
+ {
+ "latitude": 42.0,
+ "longitude": 140.0,
+ "livability": 0.0742,
+ "temp_score": 0.2288,
+ "mosquito_suitability": 0.6755,
+ "avg_temp_f": 59.9
+ },
+ {
+ "latitude": 44.0,
+ "longitude": -124.0,
+ "livability": 0.1247,
+ "temp_score": 0.1445,
+ "mosquito_suitability": 0.1367,
+ "avg_temp_f": 52.9
+ },
+ {
+ "latitude": 44.0,
+ "longitude": -122.0,
+ "livability": 0.1248,
+ "temp_score": 0.1445,
+ "mosquito_suitability": 0.1367,
+ "avg_temp_f": 52.9
+ },
+ {
+ "latitude": 44.0,
+ "longitude": -120.0,
+ "livability": 0.1248,
+ "temp_score": 0.1445,
+ "mosquito_suitability": 0.1367,
+ "avg_temp_f": 52.9
+ },
+ {
+ "latitude": 44.0,
+ "longitude": -118.0,
+ "livability": 0.1249,
+ "temp_score": 0.1447,
+ "mosquito_suitability": 0.1369,
+ "avg_temp_f": 52.9
+ },
+ {
+ "latitude": 44.0,
+ "longitude": -116.0,
+ "livability": 0.1254,
+ "temp_score": 0.1454,
+ "mosquito_suitability": 0.1376,
+ "avg_temp_f": 52.8
+ },
+ {
+ "latitude": 44.0,
+ "longitude": -114.0,
+ "livability": 0.1255,
+ "temp_score": 0.1455,
+ "mosquito_suitability": 0.1376,
+ "avg_temp_f": 52.8
+ },
+ {
+ "latitude": 44.0,
+ "longitude": -112.0,
+ "livability": 0.1257,
+ "temp_score": 0.1455,
+ "mosquito_suitability": 0.1357,
+ "avg_temp_f": 52.8
+ },
+ {
+ "latitude": 44.0,
+ "longitude": 0.0,
+ "livability": 0.179,
+ "temp_score": 0.2385,
+ "mosquito_suitability": 0.2495,
+ "avg_temp_f": 60.5
+ },
+ {
+ "latitude": 44.0,
+ "longitude": 2.0,
+ "livability": 0.2295,
+ "temp_score": 0.3117,
+ "mosquito_suitability": 0.2637,
+ "avg_temp_f": 59.2
+ },
+ {
+ "latitude": 44.0,
+ "longitude": 4.0,
+ "livability": 0.1711,
+ "temp_score": 0.2387,
+ "mosquito_suitability": 0.2831,
+ "avg_temp_f": 59.4
+ },
+ {
+ "latitude": 44.0,
+ "longitude": 6.0,
+ "livability": 0.1704,
+ "temp_score": 0.2386,
+ "mosquito_suitability": 0.2859,
+ "avg_temp_f": 59.4
+ },
+ {
+ "latitude": 44.0,
+ "longitude": 8.0,
+ "livability": 0.1703,
+ "temp_score": 0.2386,
+ "mosquito_suitability": 0.2859,
+ "avg_temp_f": 59.4
+ },
+ {
+ "latitude": 44.0,
+ "longitude": 10.0,
+ "livability": 0.1716,
+ "temp_score": 0.2386,
+ "mosquito_suitability": 0.2808,
+ "avg_temp_f": 59.4
+ },
+ {
+ "latitude": 44.0,
+ "longitude": 12.0,
+ "livability": 0.1759,
+ "temp_score": 0.2386,
+ "mosquito_suitability": 0.2629,
+ "avg_temp_f": 59.2
+ },
+ {
+ "latitude": 44.0,
+ "longitude": 16.0,
+ "livability": 0.1765,
+ "temp_score": 0.2386,
+ "mosquito_suitability": 0.2603,
+ "avg_temp_f": 59.2
+ },
+ {
+ "latitude": 44.0,
+ "longitude": 18.0,
+ "livability": 0.1766,
+ "temp_score": 0.2385,
+ "mosquito_suitability": 0.2595,
+ "avg_temp_f": 59.2
+ },
+ {
+ "latitude": 44.0,
+ "longitude": 20.0,
+ "livability": 0.1258,
+ "temp_score": 0.1664,
+ "mosquito_suitability": 0.2439,
+ "avg_temp_f": 60.3
+ },
+ {
+ "latitude": 44.0,
+ "longitude": 22.0,
+ "livability": 0.1848,
+ "temp_score": 0.2244,
+ "mosquito_suitability": 0.1765,
+ "avg_temp_f": 63.8
+ },
+ {
+ "latitude": 44.0,
+ "longitude": 24.0,
+ "livability": 0.1289,
+ "temp_score": 0.1553,
+ "mosquito_suitability": 0.1701,
+ "avg_temp_f": 64.2
+ },
+ {
+ "latitude": 44.0,
+ "longitude": 26.0,
+ "livability": 0.1289,
+ "temp_score": 0.1553,
+ "mosquito_suitability": 0.1701,
+ "avg_temp_f": 64.2
+ },
+ {
+ "latitude": 44.0,
+ "longitude": 28.0,
+ "livability": 0.1289,
+ "temp_score": 0.1553,
+ "mosquito_suitability": 0.1701,
+ "avg_temp_f": 64.2
+ },
+ {
+ "latitude": 44.0,
+ "longitude": 122.0,
+ "livability": 0.0539,
+ "temp_score": 0.1594,
+ "mosquito_suitability": 0.6622,
+ "avg_temp_f": 54.8
+ },
+ {
+ "latitude": 44.0,
+ "longitude": 124.0,
+ "livability": 0.0539,
+ "temp_score": 0.1594,
+ "mosquito_suitability": 0.6622,
+ "avg_temp_f": 54.8
+ },
+ {
+ "latitude": 44.0,
+ "longitude": 126.0,
+ "livability": 0.0539,
+ "temp_score": 0.1594,
+ "mosquito_suitability": 0.6622,
+ "avg_temp_f": 54.8
+ },
+ {
+ "latitude": 44.0,
+ "longitude": 128.0,
+ "livability": 0.0539,
+ "temp_score": 0.1594,
+ "mosquito_suitability": 0.6622,
+ "avg_temp_f": 54.8
+ },
+ {
+ "latitude": 44.0,
+ "longitude": 130.0,
+ "livability": 0.0539,
+ "temp_score": 0.1594,
+ "mosquito_suitability": 0.6622,
+ "avg_temp_f": 54.8
+ },
+ {
+ "latitude": 44.0,
+ "longitude": 132.0,
+ "livability": 0.0539,
+ "temp_score": 0.1594,
+ "mosquito_suitability": 0.6622,
+ "avg_temp_f": 54.8
+ },
+ {
+ "latitude": 46.0,
+ "longitude": -122.0,
+ "livability": 0.1255,
+ "temp_score": 0.1455,
+ "mosquito_suitability": 0.1376,
+ "avg_temp_f": 52.8
+ },
+ {
+ "latitude": 46.0,
+ "longitude": -120.0,
+ "livability": 0.1255,
+ "temp_score": 0.1455,
+ "mosquito_suitability": 0.1376,
+ "avg_temp_f": 52.8
+ },
+ {
+ "latitude": 46.0,
+ "longitude": -118.0,
+ "livability": 0.1255,
+ "temp_score": 0.1455,
+ "mosquito_suitability": 0.1376,
+ "avg_temp_f": 52.8
+ },
+ {
+ "latitude": 46.0,
+ "longitude": -116.0,
+ "livability": 0.1255,
+ "temp_score": 0.1455,
+ "mosquito_suitability": 0.1376,
+ "avg_temp_f": 52.8
+ },
+ {
+ "latitude": 46.0,
+ "longitude": -114.0,
+ "livability": 0.1255,
+ "temp_score": 0.1455,
+ "mosquito_suitability": 0.1376,
+ "avg_temp_f": 52.8
+ },
+ {
+ "latitude": 46.0,
+ "longitude": -112.0,
+ "livability": 0.1255,
+ "temp_score": 0.1455,
+ "mosquito_suitability": 0.1376,
+ "avg_temp_f": 52.8
+ },
+ {
+ "latitude": 46.0,
+ "longitude": 0.0,
+ "livability": 0.1241,
+ "temp_score": 0.1595,
+ "mosquito_suitability": 0.2221,
+ "avg_temp_f": 53.4
+ },
+ {
+ "latitude": 46.0,
+ "longitude": 2.0,
+ "livability": 0.1256,
+ "temp_score": 0.1621,
+ "mosquito_suitability": 0.2251,
+ "avg_temp_f": 53.8
+ },
+ {
+ "latitude": 46.0,
+ "longitude": 4.0,
+ "livability": 0.128,
+ "temp_score": 0.1663,
+ "mosquito_suitability": 0.2306,
+ "avg_temp_f": 55.8
+ },
+ {
+ "latitude": 46.0,
+ "longitude": 6.0,
+ "livability": 0.2278,
+ "temp_score": 0.3121,
+ "mosquito_suitability": 0.2701,
+ "avg_temp_f": 58.7
+ },
+ {
+ "latitude": 46.0,
+ "longitude": 8.0,
+ "livability": 0.1714,
+ "temp_score": 0.2387,
+ "mosquito_suitability": 0.2819,
+ "avg_temp_f": 59.3
+ },
+ {
+ "latitude": 46.0,
+ "longitude": 10.0,
+ "livability": 0.1716,
+ "temp_score": 0.2386,
+ "mosquito_suitability": 0.281,
+ "avg_temp_f": 59.3
+ },
+ {
+ "latitude": 46.0,
+ "longitude": 12.0,
+ "livability": 0.1737,
+ "temp_score": 0.2386,
+ "mosquito_suitability": 0.2721,
+ "avg_temp_f": 59.3
+ },
+ {
+ "latitude": 46.0,
+ "longitude": 14.0,
+ "livability": 0.1752,
+ "temp_score": 0.2386,
+ "mosquito_suitability": 0.2654,
+ "avg_temp_f": 59.2
+ },
+ {
+ "latitude": 46.0,
+ "longitude": 16.0,
+ "livability": 0.1766,
+ "temp_score": 0.2386,
+ "mosquito_suitability": 0.2596,
+ "avg_temp_f": 59.2
+ },
+ {
+ "latitude": 46.0,
+ "longitude": 18.0,
+ "livability": 0.1766,
+ "temp_score": 0.2386,
+ "mosquito_suitability": 0.2599,
+ "avg_temp_f": 59.2
+ },
+ {
+ "latitude": 46.0,
+ "longitude": 20.0,
+ "livability": 0.1766,
+ "temp_score": 0.2386,
+ "mosquito_suitability": 0.2599,
+ "avg_temp_f": 59.2
+ },
+ {
+ "latitude": 46.0,
+ "longitude": 22.0,
+ "livability": 0.1766,
+ "temp_score": 0.2386,
+ "mosquito_suitability": 0.2599,
+ "avg_temp_f": 59.2
+ },
+ {
+ "latitude": 46.0,
+ "longitude": 24.0,
+ "livability": 0.1289,
+ "temp_score": 0.1553,
+ "mosquito_suitability": 0.1701,
+ "avg_temp_f": 64.2
+ },
+ {
+ "latitude": 48.0,
+ "longitude": -124.0,
+ "livability": 0.1255,
+ "temp_score": 0.1455,
+ "mosquito_suitability": 0.1376,
+ "avg_temp_f": 52.8
+ },
+ {
+ "latitude": 48.0,
+ "longitude": -122.0,
+ "livability": 0.1255,
+ "temp_score": 0.1455,
+ "mosquito_suitability": 0.1376,
+ "avg_temp_f": 52.8
+ },
+ {
+ "latitude": 48.0,
+ "longitude": -120.0,
+ "livability": 0.1255,
+ "temp_score": 0.1455,
+ "mosquito_suitability": 0.1376,
+ "avg_temp_f": 52.8
+ },
+ {
+ "latitude": 48.0,
+ "longitude": -118.0,
+ "livability": 0.1255,
+ "temp_score": 0.1455,
+ "mosquito_suitability": 0.1376,
+ "avg_temp_f": 52.8
+ },
+ {
+ "latitude": 48.0,
+ "longitude": -116.0,
+ "livability": 0.1255,
+ "temp_score": 0.1455,
+ "mosquito_suitability": 0.1376,
+ "avg_temp_f": 52.8
+ },
+ {
+ "latitude": 48.0,
+ "longitude": -114.0,
+ "livability": 0.1255,
+ "temp_score": 0.1455,
+ "mosquito_suitability": 0.1376,
+ "avg_temp_f": 52.8
+ },
+ {
+ "latitude": 48.0,
+ "longitude": -112.0,
+ "livability": 0.1255,
+ "temp_score": 0.1455,
+ "mosquito_suitability": 0.1376,
+ "avg_temp_f": 52.8
+ },
+ {
+ "latitude": 48.0,
+ "longitude": -4.0,
+ "livability": 0.1177,
+ "temp_score": 0.1456,
+ "mosquito_suitability": 0.1913,
+ "avg_temp_f": 52.6
+ },
+ {
+ "latitude": 48.0,
+ "longitude": -2.0,
+ "livability": 0.1206,
+ "temp_score": 0.1519,
+ "mosquito_suitability": 0.2057,
+ "avg_temp_f": 52.8
+ },
+ {
+ "latitude": 48.0,
+ "longitude": 0.0,
+ "livability": 0.1226,
+ "temp_score": 0.1574,
+ "mosquito_suitability": 0.221,
+ "avg_temp_f": 53.1
+ },
+ {
+ "latitude": 48.0,
+ "longitude": 2.0,
+ "livability": 0.1228,
+ "temp_score": 0.1584,
+ "mosquito_suitability": 0.2245,
+ "avg_temp_f": 53.1
+ },
+ {
+ "latitude": 48.0,
+ "longitude": 4.0,
+ "livability": 0.1229,
+ "temp_score": 0.1584,
+ "mosquito_suitability": 0.2243,
+ "avg_temp_f": 53.2
+ },
+ {
+ "latitude": 48.0,
+ "longitude": 6.0,
+ "livability": 0.1246,
+ "temp_score": 0.1606,
+ "mosquito_suitability": 0.2239,
+ "avg_temp_f": 53.5
+ },
+ {
+ "latitude": 48.0,
+ "longitude": 8.0,
+ "livability": 0.1283,
+ "temp_score": 0.1666,
+ "mosquito_suitability": 0.2298,
+ "avg_temp_f": 55.3
+ },
+ {
+ "latitude": 48.0,
+ "longitude": 10.0,
+ "livability": 0.2387,
+ "temp_score": 0.3134,
+ "mosquito_suitability": 0.2386,
+ "avg_temp_f": 57.3
+ },
+ {
+ "latitude": 48.0,
+ "longitude": 12.0,
+ "livability": 0.2303,
+ "temp_score": 0.3123,
+ "mosquito_suitability": 0.2627,
+ "avg_temp_f": 58.6
+ },
+ {
+ "latitude": 48.0,
+ "longitude": 14.0,
+ "livability": 0.1743,
+ "temp_score": 0.2386,
+ "mosquito_suitability": 0.2694,
+ "avg_temp_f": 59.2
+ },
+ {
+ "latitude": 48.0,
+ "longitude": 16.0,
+ "livability": 0.1758,
+ "temp_score": 0.2386,
+ "mosquito_suitability": 0.263,
+ "avg_temp_f": 59.2
+ },
+ {
+ "latitude": 48.0,
+ "longitude": 18.0,
+ "livability": 0.1766,
+ "temp_score": 0.2386,
+ "mosquito_suitability": 0.2599,
+ "avg_temp_f": 59.2
+ },
+ {
+ "latitude": 48.0,
+ "longitude": 20.0,
+ "livability": 0.1766,
+ "temp_score": 0.2386,
+ "mosquito_suitability": 0.2599,
+ "avg_temp_f": 59.2
+ },
+ {
+ "latitude": 50.0,
+ "longitude": -128.0,
+ "livability": 0.1255,
+ "temp_score": 0.1455,
+ "mosquito_suitability": 0.1376,
+ "avg_temp_f": 52.8
+ },
+ {
+ "latitude": 50.0,
+ "longitude": -126.0,
+ "livability": 0.1255,
+ "temp_score": 0.1455,
+ "mosquito_suitability": 0.1376,
+ "avg_temp_f": 52.8
+ },
+ {
+ "latitude": 50.0,
+ "longitude": -124.0,
+ "livability": 0.1255,
+ "temp_score": 0.1455,
+ "mosquito_suitability": 0.1376,
+ "avg_temp_f": 52.8
+ },
+ {
+ "latitude": 50.0,
+ "longitude": -122.0,
+ "livability": 0.1255,
+ "temp_score": 0.1455,
+ "mosquito_suitability": 0.1376,
+ "avg_temp_f": 52.8
+ },
+ {
+ "latitude": 50.0,
+ "longitude": -120.0,
+ "livability": 0.1255,
+ "temp_score": 0.1455,
+ "mosquito_suitability": 0.1376,
+ "avg_temp_f": 52.8
+ },
+ {
+ "latitude": 50.0,
+ "longitude": -118.0,
+ "livability": 0.1255,
+ "temp_score": 0.1455,
+ "mosquito_suitability": 0.1376,
+ "avg_temp_f": 52.8
+ },
+ {
+ "latitude": 50.0,
+ "longitude": -116.0,
+ "livability": 0.1255,
+ "temp_score": 0.1455,
+ "mosquito_suitability": 0.1376,
+ "avg_temp_f": 52.8
+ },
+ {
+ "latitude": 50.0,
+ "longitude": -114.0,
+ "livability": 0.1255,
+ "temp_score": 0.1455,
+ "mosquito_suitability": 0.1376,
+ "avg_temp_f": 52.8
+ },
+ {
+ "latitude": 50.0,
+ "longitude": -112.0,
+ "livability": 0.1255,
+ "temp_score": 0.1455,
+ "mosquito_suitability": 0.1376,
+ "avg_temp_f": 52.8
+ },
+ {
+ "latitude": 50.0,
+ "longitude": 2.0,
+ "livability": 0.1222,
+ "temp_score": 0.1561,
+ "mosquito_suitability": 0.2169,
+ "avg_temp_f": 53.0
+ },
+ {
+ "latitude": 50.0,
+ "longitude": 4.0,
+ "livability": 0.1225,
+ "temp_score": 0.1571,
+ "mosquito_suitability": 0.2202,
+ "avg_temp_f": 53.1
+ },
+ {
+ "latitude": 50.0,
+ "longitude": 6.0,
+ "livability": 0.1224,
+ "temp_score": 0.1564,
+ "mosquito_suitability": 0.2174,
+ "avg_temp_f": 53.1
+ },
+ {
+ "latitude": 50.0,
+ "longitude": 8.0,
+ "livability": 0.123,
+ "temp_score": 0.157,
+ "mosquito_suitability": 0.2163,
+ "avg_temp_f": 53.2
+ },
+ {
+ "latitude": 50.0,
+ "longitude": 10.0,
+ "livability": 0.1248,
+ "temp_score": 0.1601,
+ "mosquito_suitability": 0.2204,
+ "avg_temp_f": 53.6
+ },
+ {
+ "latitude": 50.0,
+ "longitude": 12.0,
+ "livability": 0.1271,
+ "temp_score": 0.1647,
+ "mosquito_suitability": 0.2281,
+ "avg_temp_f": 54.4
+ },
+ {
+ "latitude": 50.0,
+ "longitude": 14.0,
+ "livability": 0.1281,
+ "temp_score": 0.1664,
+ "mosquito_suitability": 0.2305,
+ "avg_temp_f": 55.1
+ },
+ {
+ "latitude": 52.0,
+ "longitude": -126.0,
+ "livability": 0.1255,
+ "temp_score": 0.1455,
+ "mosquito_suitability": 0.1376,
+ "avg_temp_f": 52.8
+ },
+ {
+ "latitude": 52.0,
+ "longitude": -124.0,
+ "livability": 0.1255,
+ "temp_score": 0.1455,
+ "mosquito_suitability": 0.1376,
+ "avg_temp_f": 52.8
+ },
+ {
+ "latitude": 52.0,
+ "longitude": -122.0,
+ "livability": 0.1255,
+ "temp_score": 0.1455,
+ "mosquito_suitability": 0.1376,
+ "avg_temp_f": 52.8
+ },
+ {
+ "latitude": 52.0,
+ "longitude": -120.0,
+ "livability": 0.1255,
+ "temp_score": 0.1455,
+ "mosquito_suitability": 0.1376,
+ "avg_temp_f": 52.8
+ },
+ {
+ "latitude": 52.0,
+ "longitude": -118.0,
+ "livability": 0.1255,
+ "temp_score": 0.1455,
+ "mosquito_suitability": 0.1376,
+ "avg_temp_f": 52.8
+ },
+ {
+ "latitude": 52.0,
+ "longitude": -116.0,
+ "livability": 0.1255,
+ "temp_score": 0.1455,
+ "mosquito_suitability": 0.1376,
+ "avg_temp_f": 52.8
+ },
+ {
+ "latitude": 52.0,
+ "longitude": -114.0,
+ "livability": 0.1255,
+ "temp_score": 0.1455,
+ "mosquito_suitability": 0.1376,
+ "avg_temp_f": 52.8
+ },
+ {
+ "latitude": 52.0,
+ "longitude": -112.0,
+ "livability": 0.1257,
+ "temp_score": 0.1455,
+ "mosquito_suitability": 0.1357,
+ "avg_temp_f": 52.8
+ },
+ {
+ "latitude": 52.0,
+ "longitude": -8.0,
+ "livability": 0.0,
+ "temp_score": 0.0,
+ "mosquito_suitability": 0.1622,
+ "avg_temp_f": 52.0
+ },
+ {
+ "latitude": 52.0,
+ "longitude": -4.0,
+ "livability": 0.0,
+ "temp_score": 0.0,
+ "mosquito_suitability": 0.1625,
+ "avg_temp_f": 52.0
+ },
+ {
+ "latitude": 52.0,
+ "longitude": -2.0,
+ "livability": 0.0,
+ "temp_score": 0.0,
+ "mosquito_suitability": 0.1616,
+ "avg_temp_f": 52.0
+ },
+ {
+ "latitude": 52.0,
+ "longitude": 0.0,
+ "livability": 0.0,
+ "temp_score": 0.0,
+ "mosquito_suitability": 0.1614,
+ "avg_temp_f": 52.0
+ },
+ {
+ "latitude": 52.0,
+ "longitude": 6.0,
+ "livability": 0.1173,
+ "temp_score": 0.1447,
+ "mosquito_suitability": 0.1895,
+ "avg_temp_f": 52.5
+ },
+ {
+ "latitude": 52.0,
+ "longitude": 8.0,
+ "livability": 0.1189,
+ "temp_score": 0.148,
+ "mosquito_suitability": 0.1968,
+ "avg_temp_f": 52.7
+ },
+ {
+ "latitude": 52.0,
+ "longitude": 10.0,
+ "livability": 0.12,
+ "temp_score": 0.1504,
+ "mosquito_suitability": 0.2024,
+ "avg_temp_f": 52.8
+ },
+ {
+ "latitude": 52.0,
+ "longitude": 12.0,
+ "livability": 0.1219,
+ "temp_score": 0.1549,
+ "mosquito_suitability": 0.2132,
+ "avg_temp_f": 53.0
+ },
+ {
+ "latitude": 52.0,
+ "longitude": 14.0,
+ "livability": 0.1228,
+ "temp_score": 0.1584,
+ "mosquito_suitability": 0.2247,
+ "avg_temp_f": 53.1
+ },
+ {
+ "latitude": 54.0,
+ "longitude": -130.0,
+ "livability": 0.1255,
+ "temp_score": 0.1455,
+ "mosquito_suitability": 0.1376,
+ "avg_temp_f": 52.8
+ },
+ {
+ "latitude": 54.0,
+ "longitude": -128.0,
+ "livability": 0.1255,
+ "temp_score": 0.1455,
+ "mosquito_suitability": 0.1376,
+ "avg_temp_f": 52.8
+ },
+ {
+ "latitude": 54.0,
+ "longitude": -126.0,
+ "livability": 0.1255,
+ "temp_score": 0.1455,
+ "mosquito_suitability": 0.1376,
+ "avg_temp_f": 52.8
+ },
+ {
+ "latitude": 54.0,
+ "longitude": -124.0,
+ "livability": 0.1255,
+ "temp_score": 0.1455,
+ "mosquito_suitability": 0.1376,
+ "avg_temp_f": 52.8
+ },
+ {
+ "latitude": 54.0,
+ "longitude": -122.0,
+ "livability": 0.1255,
+ "temp_score": 0.1455,
+ "mosquito_suitability": 0.1376,
+ "avg_temp_f": 52.8
+ },
+ {
+ "latitude": 54.0,
+ "longitude": -120.0,
+ "livability": 0.1255,
+ "temp_score": 0.1455,
+ "mosquito_suitability": 0.1376,
+ "avg_temp_f": 52.8
+ },
+ {
+ "latitude": 54.0,
+ "longitude": -118.0,
+ "livability": 0.1255,
+ "temp_score": 0.1455,
+ "mosquito_suitability": 0.1376,
+ "avg_temp_f": 52.8
+ },
+ {
+ "latitude": 54.0,
+ "longitude": -116.0,
+ "livability": 0.1255,
+ "temp_score": 0.1455,
+ "mosquito_suitability": 0.1376,
+ "avg_temp_f": 52.8
+ },
+ {
+ "latitude": 54.0,
+ "longitude": -8.0,
+ "livability": 0.0,
+ "temp_score": 0.0,
+ "mosquito_suitability": 0.1613,
+ "avg_temp_f": 51.9
+ },
+ {
+ "latitude": 54.0,
+ "longitude": -2.0,
+ "livability": 0.0,
+ "temp_score": 0.0,
+ "mosquito_suitability": 0.1621,
+ "avg_temp_f": 52.0
+ },
+ {
+ "latitude": 54.0,
+ "longitude": 10.0,
+ "livability": 0.0,
+ "temp_score": 0.0,
+ "mosquito_suitability": 0.1794,
+ "avg_temp_f": 52.3
+ },
+ {
+ "latitude": 54.0,
+ "longitude": 12.0,
+ "livability": 0.0,
+ "temp_score": 0.0,
+ "mosquito_suitability": 0.1741,
+ "avg_temp_f": 52.2
+ },
+ {
+ "latitude": 56.0,
+ "longitude": -4.0,
+ "livability": 0.0,
+ "temp_score": 0.0,
+ "mosquito_suitability": 0.1613,
+ "avg_temp_f": 51.9
+ },
+ {
+ "latitude": 56.0,
+ "longitude": 10.0,
+ "livability": 0.0,
+ "temp_score": 0.0,
+ "mosquito_suitability": 0.1613,
+ "avg_temp_f": 51.9
+ },
+ {
+ "latitude": 58.0,
+ "longitude": -4.0,
+ "livability": 0.0,
+ "temp_score": 0.0,
+ "mosquito_suitability": 0.1613,
+ "avg_temp_f": 51.9
+ }
+ ]
+}
\ No newline at end of file
diff --git a/climate-analysis/generate_livability_map.py b/climate-analysis/generate_livability_map.py
new file mode 100644
index 0000000..88b899f
--- /dev/null
+++ b/climate-analysis/generate_livability_map.py
@@ -0,0 +1,391 @@
+#!/usr/bin/env python3
+"""
+Global livability heat map: 65-74°F climate + low mosquitoes.
+
+Interpolates monthly climate normals from reference stations worldwide,
+then scores temperature comfort and mosquito habitat suitability.
+"""
+
+from __future__ import annotations
+
+import json
+import math
+from dataclasses import dataclass
+from pathlib import Path
+
+import cartopy.crs as ccrs
+import cartopy.feature as cfeature
+import numpy as np
+import plotly.graph_objects as go
+from shapely.geometry import Point
+from shapely.ops import unary_union
+
+OUTPUT_DIR = Path(__file__).parent / "output"
+DATA_DIR = Path(__file__).parent / "data"
+
+TEMP_MIN_F = 65.0
+TEMP_MAX_F = 74.0
+TEMP_IDEAL_F = (TEMP_MIN_F + TEMP_MAX_F) / 2.0
+GRID_STEP = 2.0
+MAX_STATION_DIST_KM = 900.0
+IDW_POWER = 3.5
+
+_LAND_GEOM = None
+
+
+def land_geometry():
+ global _LAND_GEOM
+ if _LAND_GEOM is None:
+ land = cfeature.NaturalEarthFeature("physical", "land", "110m")
+ _LAND_GEOM = unary_union(list(land.geometries()))
+ return _LAND_GEOM
+
+
+def is_land(lat: float, lon: float) -> bool:
+ point = Point(lon, lat)
+ if land_geometry().contains(point):
+ return True
+ # 110m Natural Earth omits many islands; keep station vicinities
+ return any(haversine_km(lat, lon, s.lat, s.lon) < 60 for s in STATIONS)
+
+
+@dataclass(frozen=True)
+class ClimateStation:
+ name: str
+ lat: float
+ lon: float
+ # Monthly averages: Jan..Dec (°C, % RH, mm precip)
+ temp_c: tuple[float, ...]
+ humidity: tuple[float, ...]
+ precip_mm: tuple[float, ...]
+
+
+# Reference monthly normals (approx. 1991-2020) from WMO/NCEI/public climatologies
+STATIONS: tuple[ClimateStation, ...] = (
+ ClimateStation("San Diego, USA", 32.72, -117.16, (14.2, 14.7, 15.7, 16.7, 17.8, 19.0, 20.6, 21.0, 20.5, 18.9, 16.5, 14.5), (63, 65, 67, 68, 72, 75, 76, 77, 75, 70, 65, 63), (46, 42, 42, 18, 5, 2, 1, 3, 6, 12, 28, 42)),
+ ClimateStation("Santa Barbara, USA", 34.42, -119.70, (13.0, 13.5, 14.5, 15.5, 16.5, 17.5, 18.5, 18.8, 18.5, 17.0, 15.0, 13.5), (65, 68, 70, 72, 75, 78, 80, 80, 78, 72, 68, 65), (79, 64, 48, 20, 5, 2, 1, 1, 5, 12, 35, 55)),
+ ClimateStation("Los Angeles, USA", 34.05, -118.24, (14.0, 14.5, 15.5, 16.5, 18.0, 19.5, 21.5, 22.0, 21.5, 19.5, 16.5, 14.0), (55, 58, 60, 62, 65, 68, 68, 68, 65, 60, 55, 55), (79, 73, 56, 25, 8, 2, 1, 1, 5, 13, 28, 58)),
+ ClimateStation("San Francisco, USA", 37.77, -122.42, (10.5, 11.5, 12.5, 13.0, 14.0, 15.0, 15.5, 16.0, 16.5, 15.5, 13.0, 10.5), (75, 75, 75, 75, 78, 80, 82, 82, 80, 78, 75, 75), (112, 97, 79, 37, 18, 4, 1, 2, 5, 31, 58, 112)),
+ ClimateStation("Las Palmas, Canary Islands", 28.10, -15.43, (18.1, 18.4, 19.0, 19.6, 20.5, 21.6, 22.9, 23.6, 23.4, 22.2, 20.2, 18.5), (65, 64, 63, 62, 63, 65, 66, 67, 68, 68, 67, 66), (25, 22, 18, 12, 4, 1, 0, 1, 8, 18, 28, 30)),
+ ClimateStation("Funchal, Madeira", 32.65, -16.91, (16.5, 16.5, 17.0, 17.5, 18.5, 20.0, 21.5, 22.5, 22.5, 21.5, 19.5, 17.5), (68, 68, 67, 66, 67, 70, 72, 73, 73, 72, 70, 69), (80, 60, 50, 35, 20, 8, 2, 2, 25, 55, 80, 90)),
+ ClimateStation("Lisbon, Portugal", 38.72, -9.14, (11.4, 12.5, 14.2, 15.4, 17.5, 20.1, 22.1, 22.4, 21.0, 18.2, 14.5, 12.2), (78, 76, 74, 72, 70, 68, 65, 65, 70, 75, 78, 80), (100, 85, 55, 65, 55, 20, 5, 5, 30, 95, 110, 115)),
+ ClimateStation("Valencia, Spain", 39.47, -0.38, (11.5, 12.8, 14.5, 16.0, 18.5, 22.0, 25.0, 25.5, 23.0, 19.0, 15.0, 12.5), (65, 63, 60, 58, 55, 52, 50, 52, 58, 65, 68, 67), (35, 30, 28, 35, 35, 15, 8, 15, 45, 65, 45, 40)),
+ ClimateStation("Nice, France", 43.70, 7.27, (8.5, 9.0, 11.0, 13.0, 16.5, 20.0, 23.0, 23.5, 20.5, 16.5, 12.0, 9.5), (68, 67, 65, 65, 65, 62, 58, 60, 65, 70, 70, 69), (65, 50, 55, 65, 50, 35, 15, 20, 75, 130, 95, 70)),
+ ClimateStation("Sydney, Australia", -33.87, 151.21, (22.3, 22.1, 21.0, 18.5, 16.0, 14.0, 13.0, 14.0, 16.0, 17.5, 19.0, 21.0), (65, 67, 68, 70, 72, 75, 74, 72, 68, 65, 63, 64), (102, 118, 130, 127, 100, 132, 78, 81, 69, 77, 84, 78)),
+ ClimateStation("Perth, Australia", -31.95, 115.86, (24.5, 24.5, 22.5, 20.0, 17.5, 15.5, 14.5, 15.0, 16.0, 17.5, 19.5, 22.0), (50, 52, 55, 58, 62, 68, 70, 68, 62, 55, 50, 48), (18, 15, 20, 45, 90, 130, 170, 135, 85, 52, 28, 15)),
+ ClimateStation("Auckland, New Zealand", -36.85, 174.76, (19.5, 19.8, 18.8, 16.8, 14.8, 12.8, 11.8, 12.5, 13.5, 14.8, 16.2, 18.2), (78, 78, 77, 78, 80, 82, 83, 82, 80, 78, 77, 77), (74, 65, 86, 93, 100, 117, 126, 112, 92, 80, 86, 91)),
+ ClimateStation("Wellington, New Zealand", -41.29, 174.78, (16.5, 16.8, 15.8, 14.0, 12.0, 10.5, 9.5, 10.0, 11.0, 12.0, 13.5, 15.5), (78, 78, 78, 80, 82, 84, 84, 83, 80, 78, 77, 77), (79, 65, 82, 82, 100, 113, 98, 88, 82, 84, 76, 86)),
+ ClimateStation("Medellín, Colombia", 6.25, -75.56, (21.8, 22.0, 22.2, 22.0, 21.8, 21.6, 21.8, 21.8, 21.4, 21.0, 21.0, 21.4), (72, 72, 73, 75, 76, 76, 74, 73, 75, 76, 76, 74), (55, 68, 98, 145, 165, 120, 95, 105, 145, 165, 120, 80)),
+ ClimateStation("Quito, Ecuador", -0.18, -78.47, (14.0, 14.0, 14.2, 14.5, 14.5, 14.5, 14.8, 15.0, 15.0, 14.8, 14.5, 14.0), (75, 77, 78, 78, 77, 75, 74, 73, 74, 75, 76, 76), (85, 110, 145, 175, 130, 55, 30, 35, 75, 110, 95, 80)),
+ ClimateStation("Cuenca, Ecuador", -2.90, -79.00, (15.0, 15.0, 15.2, 15.0, 14.8, 14.5, 14.5, 14.8, 15.0, 15.2, 15.0, 15.0), (78, 80, 82, 82, 80, 78, 76, 75, 76, 78, 80, 79), (55, 75, 90, 65, 35, 18, 12, 15, 25, 45, 55, 60)),
+ ClimateStation("Pretoria, South Africa", -25.75, 28.19, (22.0, 21.5, 20.5, 17.5, 14.5, 11.5, 11.0, 13.5, 17.0, 19.5, 20.5, 21.5), (55, 58, 60, 62, 58, 52, 48, 45, 48, 52, 55, 55), (135, 80, 75, 55, 15, 8, 5, 5, 15, 75, 110, 120)),
+ ClimateStation("Cape Town, South Africa", -33.92, 18.42, (21.0, 21.5, 20.0, 17.5, 15.0, 13.5, 12.5, 13.0, 14.5, 16.5, 18.5, 20.0), (68, 68, 70, 72, 75, 78, 78, 76, 72, 70, 68, 68), (15, 18, 22, 52, 82, 93, 82, 72, 58, 42, 22, 18)),
+ ClimateStation("Viña del Mar, Chile", -33.02, -71.55, (17.0, 17.5, 16.5, 14.5, 12.5, 11.0, 10.5, 11.0, 12.0, 13.5, 14.5, 16.0), (72, 74, 76, 78, 80, 82, 82, 80, 78, 76, 74, 72), (1, 2, 5, 20, 55, 85, 80, 55, 30, 15, 8, 3)),
+ ClimateStation("Santiago, Chile", -33.45, -70.67, (20.0, 19.0, 17.5, 14.5, 11.5, 9.0, 8.5, 9.5, 11.5, 14.0, 16.5, 18.5), (55, 58, 62, 65, 68, 70, 68, 65, 60, 55, 52, 52), (1, 2, 8, 18, 42, 68, 58, 38, 22, 12, 8, 3)),
+ ClimateStation("Honolulu, USA", 21.31, -157.86, (23.0, 23.0, 23.5, 24.0, 24.8, 25.5, 26.0, 26.5, 26.5, 26.0, 25.0, 23.5), (73, 72, 71, 70, 68, 65, 64, 64, 66, 68, 70, 72), (58, 42, 52, 28, 38, 12, 18, 22, 28, 58, 68, 72)),
+ ClimateStation("Miami, USA", 25.76, -80.19, (20.5, 21.0, 22.5, 24.5, 26.5, 28.0, 28.5, 28.5, 28.0, 26.5, 24.0, 21.5), (72, 72, 70, 68, 70, 75, 75, 76, 77, 76, 75, 73), (52, 58, 68, 82, 158, 238, 165, 178, 198, 144, 72, 48)),
+ ClimateStation("Phoenix, USA", 33.45, -112.07, (12.5, 14.5, 17.5, 21.0, 25.5, 30.0, 33.5, 32.5, 29.5, 23.5, 17.0, 12.5), (45, 40, 32, 22, 18, 15, 22, 28, 28, 30, 38, 45), (22, 22, 18, 8, 5, 2, 22, 28, 22, 18, 18, 28)),
+ ClimateStation("Seattle, USA", 47.61, -122.33, (5.5, 6.5, 8.0, 10.0, 13.5, 16.0, 18.5, 18.5, 16.5, 12.0, 8.0, 5.5), (78, 78, 76, 74, 72, 70, 68, 68, 72, 78, 80, 80), (148, 108, 98, 68, 52, 38, 18, 22, 42, 82, 148, 138)),
+ ClimateStation("London, UK", 51.51, -0.13, (5.5, 5.5, 7.5, 9.5, 12.5, 15.5, 17.5, 17.5, 15.0, 12.0, 8.5, 6.5), (82, 80, 76, 72, 70, 70, 70, 72, 75, 80, 84, 84), (55, 42, 42, 42, 48, 45, 48, 52, 48, 58, 58, 58)),
+ ClimateStation("Paris, France", 48.86, 2.35, (4.5, 5.5, 8.0, 10.5, 14.0, 17.0, 19.5, 19.5, 16.5, 12.5, 8.0, 5.5), (85, 82, 78, 74, 72, 70, 68, 70, 75, 82, 88, 88), (52, 42, 48, 52, 62, 52, 58, 52, 52, 62, 52, 58)),
+ ClimateStation("Rome, Italy", 41.90, 12.50, (8.0, 8.5, 10.5, 13.0, 16.5, 20.0, 23.0, 23.5, 20.5, 16.5, 12.0, 9.0), (75, 72, 70, 68, 65, 62, 58, 60, 65, 70, 75, 77), (70, 58, 52, 52, 38, 22, 12, 18, 62, 98, 105, 82)),
+ ClimateStation("Athens, Greece", 37.98, 23.73, (10.0, 10.5, 12.5, 15.5, 19.5, 24.0, 27.0, 27.0, 23.5, 19.0, 15.0, 11.5), (68, 65, 62, 58, 52, 45, 42, 45, 52, 60, 68, 70), (58, 48, 42, 28, 22, 8, 5, 5, 15, 52, 58, 68)),
+ ClimateStation("Marrakech, Morocco", 31.63, -8.00, (12.5, 14.0, 16.0, 18.0, 21.0, 24.5, 28.0, 28.0, 25.0, 21.0, 16.5, 13.5), (58, 55, 52, 50, 48, 45, 42, 45, 50, 55, 58, 60), (28, 32, 28, 28, 18, 5, 2, 2, 8, 22, 28, 32)),
+ ClimateStation("Nairobi, Kenya", -1.29, 36.82, (18.5, 19.5, 20.0, 19.5, 18.5, 17.5, 16.5, 17.0, 18.5, 19.5, 18.5, 18.0), (65, 62, 65, 70, 72, 72, 70, 68, 68, 70, 72, 68), (48, 42, 68, 145, 108, 42, 18, 28, 32, 58, 108, 72)),
+ ClimateStation("Bangkok, Thailand", 13.76, 100.50, (27.0, 28.5, 29.5, 30.5, 30.0, 29.5, 29.0, 29.0, 28.5, 28.0, 27.5, 26.5), (68, 65, 68, 72, 75, 78, 78, 78, 80, 78, 75, 70), (12, 18, 32, 62, 178, 158, 168, 188, 298, 228, 48, 12)),
+ ClimateStation("Singapore", 1.35, 103.82, (26.5, 27.0, 27.5, 28.0, 28.5, 28.5, 28.0, 28.0, 28.0, 27.5, 27.0, 26.5), (82, 80, 82, 84, 84, 82, 82, 82, 82, 83, 84, 84), (198, 108, 165, 178, 168, 152, 158, 148, 158, 168, 258, 318)),
+ ClimateStation("Tokyo, Japan", 35.68, 139.69, (5.5, 6.0, 9.0, 14.0, 18.5, 21.5, 25.0, 26.5, 23.0, 17.5, 12.0, 7.5), (52, 52, 55, 60, 65, 75, 78, 75, 72, 68, 62, 55), (52, 58, 98, 118, 132, 168, 128, 148, 208, 198, 88, 48)),
+ ClimateStation("Seoul, South Korea", 37.57, 126.98, (-2.0, 0.5, 6.0, 12.5, 18.0, 22.5, 25.5, 26.0, 21.5, 14.5, 7.0, 0.0), (58, 55, 55, 58, 62, 68, 78, 75, 68, 62, 58, 58), (22, 28, 42, 82, 82, 138, 318, 278, 138, 52, 52, 22)),
+ ClimateStation("Reykjavik, Iceland", 64.15, -21.94, (1.0, 1.5, 2.5, 4.5, 7.5, 10.5, 12.5, 11.5, 9.0, 5.5, 3.0, 1.5), (78, 78, 78, 76, 74, 76, 78, 80, 80, 80, 78, 78), (88, 72, 82, 58, 48, 52, 52, 62, 68, 82, 78, 88)),
+ ClimateStation("Bogotá, Colombia", 4.71, -74.07, (13.5, 14.0, 14.5, 14.5, 14.5, 14.5, 14.5, 14.5, 14.5, 14.5, 14.5, 14.0), (75, 76, 77, 78, 77, 75, 74, 73, 74, 76, 77, 76), (58, 68, 95, 125, 118, 58, 38, 48, 68, 118, 105, 72)),
+ ClimateStation("Tenerife, Spain", 28.29, -16.63, (17.5, 17.8, 18.5, 19.0, 20.0, 21.5, 23.0, 24.0, 24.0, 22.5, 20.5, 18.5), (62, 61, 60, 59, 60, 62, 63, 64, 65, 65, 64, 63), (28, 25, 20, 15, 8, 2, 0, 1, 8, 20, 30, 32)),
+ ClimateStation("Malaga, Spain", 36.72, -4.42, (12.5, 13.5, 15.0, 16.5, 19.0, 22.5, 25.0, 25.5, 23.5, 19.5, 16.0, 13.5), (68, 65, 62, 60, 58, 55, 52, 55, 60, 65, 68, 70), (58, 48, 42, 38, 25, 8, 2, 5, 22, 58, 68, 72)),
+ ClimateStation("Adelaide, Australia", -34.93, 138.60, (22.5, 22.5, 20.5, 18.0, 15.5, 13.5, 12.5, 13.5, 15.0, 16.5, 18.5, 20.5), (55, 55, 58, 62, 68, 72, 72, 68, 62, 58, 55, 52), (20, 18, 28, 42, 58, 78, 68, 58, 42, 38, 28, 22)),
+ ClimateStation("La Paz, Bolivia", -16.50, -68.15, (9.5, 10.0, 10.5, 10.5, 10.0, 9.0, 8.5, 9.5, 11.0, 11.5, 11.0, 10.0), (55, 58, 55, 48, 42, 40, 38, 38, 42, 45, 48, 52), (108, 98, 58, 28, 12, 8, 8, 12, 22, 28, 42, 88)),
+ ClimateStation("Oaxaca, Mexico", 17.07, -96.72, (18.0, 19.5, 21.0, 22.5, 22.5, 21.0, 20.0, 20.0, 19.5, 19.0, 18.5, 17.5), (58, 55, 52, 48, 52, 58, 62, 62, 62, 60, 58, 58), (5, 5, 8, 18, 58, 138, 118, 98, 98, 48, 12, 5)),
+ ClimateStation("Mexico City, Mexico", 19.43, -99.13, (13.5, 15.0, 17.0, 18.5, 18.5, 17.5, 16.5, 16.5, 16.5, 16.0, 15.0, 13.5), (55, 52, 48, 45, 48, 55, 58, 58, 58, 55, 52, 55), (8, 8, 12, 28, 58, 138, 158, 138, 108, 48, 12, 8)),
+ ClimateStation("Dubai, UAE", 25.20, 55.27, (19.0, 20.0, 23.0, 27.0, 31.5, 33.5, 35.5, 35.5, 32.5, 29.0, 24.5, 20.5), (58, 55, 52, 45, 42, 45, 48, 52, 55, 58, 60, 58), (12, 18, 22, 8, 2, 0, 0, 0, 0, 2, 5, 12)),
+ ClimateStation("Mumbai, India", 19.08, 72.88, (24.0, 24.5, 26.5, 28.5, 30.0, 28.5, 27.0, 27.0, 27.0, 28.5, 27.5, 25.5), (68, 65, 65, 68, 72, 78, 82, 82, 80, 72, 65, 65), (1, 1, 1, 1, 18, 508, 612, 368, 312, 48, 12, 5)),
+ ClimateStation("Dar es Salaam, Tanzania", -6.79, 39.24, (27.5, 28.0, 27.5, 26.5, 25.5, 24.0, 23.5, 24.0, 24.5, 25.5, 26.5, 27.0), (78, 76, 78, 80, 78, 76, 74, 72, 72, 74, 76, 78), (58, 48, 148, 228, 178, 48, 28, 28, 28, 68, 128, 98)),
+ ClimateStation("Antananarivo, Madagascar", -18.88, 47.51, (20.5, 20.5, 20.0, 19.0, 17.0, 15.0, 14.5, 15.5, 17.5, 19.0, 20.0, 20.5), (78, 78, 77, 77, 76, 75, 74, 73, 74, 75, 76, 77), (278, 198, 148, 58, 28, 28, 28, 18, 18, 38, 98, 178)),
+ ClimateStation("Faro, Portugal", 37.02, -7.93, (12.0, 13.0, 15.0, 16.0, 18.5, 21.5, 24.0, 24.5, 22.5, 19.0, 15.5, 13.0), (75, 73, 70, 68, 65, 62, 58, 60, 65, 70, 74, 76), (58, 48, 38, 42, 28, 8, 2, 2, 22, 58, 68, 72)),
+ ClimateStation("Cascais, Portugal", 38.70, -9.42, (11.5, 12.5, 14.0, 15.0, 17.0, 19.5, 21.5, 22.0, 20.5, 18.0, 14.5, 12.5), (76, 74, 72, 70, 68, 66, 64, 65, 68, 72, 76, 77), (95, 85, 55, 58, 48, 18, 5, 5, 28, 95, 105, 110)),
+)
+
+
+def c_to_f(c: float | np.ndarray) -> float | np.ndarray:
+ return c * 9.0 / 5.0 + 32.0
+
+
+def haversine_km(lat1: float, lon1: float, lat2: float, lon2: float) -> float:
+ r = 6371.0
+ p1, p2 = math.radians(lat1), math.radians(lat2)
+ dphi = math.radians(lat2 - lat1)
+ dlamb = math.radians(lon2 - lon1)
+ a = math.sin(dphi / 2) ** 2 + math.cos(p1) * math.cos(p2) * math.sin(dlamb / 2) ** 2
+ return 2 * r * math.asin(min(1.0, math.sqrt(a)))
+
+
+def interpolate_climate(lat: float, lon: float) -> dict[str, np.ndarray] | None:
+ weights: list[float] = []
+ temp_acc = np.zeros(12)
+ hum_acc = np.zeros(12)
+ prec_acc = np.zeros(12)
+
+ for station in STATIONS:
+ dist = max(1.0, haversine_km(lat, lon, station.lat, station.lon))
+ if dist > MAX_STATION_DIST_KM:
+ continue
+ weight = ((1.0 - dist / MAX_STATION_DIST_KM) ** 2) / (dist ** IDW_POWER)
+ weights.append(weight)
+ temp_acc += weight * np.array(station.temp_c)
+ hum_acc += weight * np.array(station.humidity)
+ prec_acc += weight * np.array(station.precip_mm)
+
+ if not weights:
+ return None
+
+ total = sum(weights)
+ return {
+ "monthly_temp_c": temp_acc / total,
+ "monthly_humidity": hum_acc / total,
+ "monthly_precip_mm": prec_acc / total,
+ }
+
+
+def temperature_comfort_score(monthly_temp_c: np.ndarray) -> float:
+ temps_f = c_to_f(monthly_temp_c)
+ in_range = np.sum((temps_f >= TEMP_MIN_F) & (temps_f <= TEMP_MAX_F))
+ proximity = np.exp(-0.5 * ((temps_f - TEMP_IDEAL_F) / 4.0) ** 2)
+ proximity *= (temps_f >= TEMP_MIN_F) & (temps_f <= TEMP_MAX_F)
+ return 0.7 * (in_range / 12.0) + 0.3 * float(np.mean(proximity))
+
+
+def mosquito_suitability(
+ monthly_temp_c: np.ndarray,
+ monthly_humidity: np.ndarray,
+ monthly_precip_mm: np.ndarray,
+) -> float:
+ suitabilities: list[float] = []
+ for temp_c, rh, precip in zip(monthly_temp_c, monthly_humidity, monthly_precip_mm):
+ temp_factor = math.exp(-((temp_c - 27.0) ** 2) / (2.0 * 7.0**2))
+ if temp_c < 5.0:
+ temp_factor *= 0.05
+ elif temp_c < 12.0:
+ temp_factor *= 0.25
+ humidity_factor = max(0.0, min(1.0, (rh - 40.0) / 45.0))
+ precip_factor = min(1.0, precip / 120.0)
+ suitabilities.append(temp_factor * (0.45 * humidity_factor + 0.55 * precip_factor))
+ if not suitabilities:
+ return 0.5
+ return 0.6 * max(suitabilities) + 0.4 * (sum(suitabilities) / len(suitabilities))
+
+
+def score_point(lat: float, lon: float) -> dict | None:
+ if not is_land(lat, lon):
+ return None
+ climate = interpolate_climate(lat, lon)
+ if climate is None:
+ return None
+ temp_score = temperature_comfort_score(climate["monthly_temp_c"])
+ mosquito = mosquito_suitability(
+ climate["monthly_temp_c"],
+ climate["monthly_humidity"],
+ climate["monthly_precip_mm"],
+ )
+ return {
+ "latitude": lat,
+ "longitude": lon,
+ "livability": round(temp_score * max(0.0, 1.0 - mosquito), 4),
+ "temp_score": round(temp_score, 4),
+ "mosquito_suitability": round(mosquito, 4),
+ "avg_temp_f": round(float(np.mean(c_to_f(climate["monthly_temp_c"]))), 1),
+ }
+
+
+def build_grid() -> tuple[np.ndarray, np.ndarray]:
+ lats = np.arange(-60, 61, GRID_STEP, dtype=np.float64)
+ lons = np.arange(-180, 180, GRID_STEP, dtype=np.float64)
+ return lats, lons
+
+
+def collect_grid_data() -> dict:
+ cache_path = DATA_DIR / "grid_scores.json"
+ if cache_path.exists():
+ return json.loads(cache_path.read_text())
+
+ lats, lons = build_grid()
+ lat_grid, lon_grid = np.meshgrid(lats, lons, indexing="ij")
+ print(f"Scoring {lat_grid.size}-point global grid ({GRID_STEP}°)...")
+ points = [
+ scored
+ for lat, lon in zip(lat_grid.ravel(), lon_grid.ravel())
+ if (scored := score_point(float(lat), float(lon))) is not None
+ ]
+
+ payload = {
+ "metadata": {
+ "temp_range_f": [TEMP_MIN_F, TEMP_MAX_F],
+ "grid_step_deg": GRID_STEP,
+ "source": f"IDW interpolation from {len(STATIONS)} reference climate stations",
+ },
+ "points": points,
+ }
+ DATA_DIR.mkdir(parents=True, exist_ok=True)
+ cache_path.write_text(json.dumps(payload, indent=2))
+ return payload
+
+
+def nearest_station_name(lat: float, lon: float) -> str:
+ nearest = min(STATIONS, key=lambda s: haversine_km(lat, lon, s.lat, s.lon))
+ dist = haversine_km(lat, lon, nearest.lat, nearest.lon)
+ return f"~{nearest.name} ({dist:.0f} km)"
+
+
+def top_locations(points: list[dict], n: int = 25) -> list[dict]:
+ ranked = sorted(points, key=lambda p: p["livability"], reverse=True)[:n]
+ for row in ranked:
+ row["nearest_reference"] = nearest_station_name(row["latitude"], row["longitude"])
+ return ranked
+
+
+def create_globe_heatmap(points: list[dict], output_html: Path) -> None:
+ scores = [p["livability"] for p in points]
+ hover = [
+ (
+ f"Lat {p['latitude']:.1f}, Lon {p['longitude']:.1f}
"
+ f"Livability: {p['livability']:.2f}
"
+ f"Temp score (65-74°F): {p['temp_score']:.2f}
"
+ f"Mosquito burden: {p['mosquito_suitability']:.2f}
"
+ f"Avg monthly temp: {p['avg_temp_f']:.1f}°F"
+ )
+ for p in points
+ ]
+
+ fig = go.Figure(
+ data=[
+ go.Scattergeo(
+ lon=[p["longitude"] for p in points],
+ lat=[p["latitude"] for p in points],
+ mode="markers",
+ marker={
+ "size": 5,
+ "color": scores,
+ "colorscale": [
+ [0.0, "#2c003e"],
+ [0.15, "#450a5c"],
+ [0.3, "#1e4d6b"],
+ [0.45, "#2d7a4f"],
+ [0.6, "#5cb85c"],
+ [0.75, "#c9e265"],
+ [0.9, "#ffe566"],
+ [1.0, "#ff6b00"],
+ ],
+ "cmin": 0,
+ "cmax": 0.55,
+ "colorbar": {
+ "title": "Livability score
(65-74°F × low mosquitoes)",
+ "tickformat": ".2f",
+ "len": 0.75,
+ },
+ "opacity": 0.88,
+ "line": {"width": 0},
+ },
+ text=hover,
+ hoverinfo="text",
+ )
+ ]
+ )
+
+ fig.update_layout(
+ title={
+ "text": (
+ "Optimal Places to Live: 65–74°F Climate + Low Mosquitoes
"
+ f"{GRID_STEP}° global grid · purple = poor · yellow/orange = best"
+ ),
+ "x": 0.5,
+ "xanchor": "center",
+ },
+ geo={
+ "projection_type": "orthographic",
+ "projection_rotation": {"lon": -15, "lat": 25},
+ "showland": True,
+ "landcolor": "#1a1a2e",
+ "showocean": True,
+ "oceancolor": "#0f0f23",
+ "showcountries": True,
+ "countrycolor": "#444466",
+ "coastlinecolor": "#666688",
+ "bgcolor": "#0a0a18",
+ },
+ paper_bgcolor="#0a0a18",
+ plot_bgcolor="#0a0a18",
+ font={"color": "#e8e8f0"},
+ height=820,
+ margin={"l": 0, "r": 0, "t": 90, "b": 0},
+ )
+ fig.write_html(str(output_html), include_plotlyjs="cdn")
+ print(f"Saved interactive globe map to {output_html}")
+
+
+def create_flat_heatmap(points: list[dict], output_png: Path) -> None:
+ fig = go.Figure(
+ data=[
+ go.Scattergeo(
+ lon=[p["longitude"] for p in points],
+ lat=[p["latitude"] for p in points],
+ mode="markers",
+ marker={
+ "size": 3,
+ "color": [p["livability"] for p in points],
+ "colorscale": [
+ [0.0, "#2c003e"],
+ [0.2, "#1e4d6b"],
+ [0.4, "#2d7a4f"],
+ [0.6, "#5cb85c"],
+ [0.8, "#ffe566"],
+ [1.0, "#ff6b00"],
+ ],
+ "cmin": 0,
+ "cmax": 0.55,
+ "colorbar": {"title": "Livability"},
+ "opacity": 0.92,
+ },
+ )
+ ]
+ )
+ fig.update_layout(
+ title="Global Livability Heat Map (65–74°F + Low Mosquitoes)",
+ geo={"projection_type": "equirectangular", "showland": True, "landcolor": "#222233"},
+ height=500,
+ )
+ fig.write_image(str(output_png), width=1800, height=900, scale=2)
+ print(f"Saved static map to {output_png}")
+
+
+def main() -> None:
+ OUTPUT_DIR.mkdir(parents=True, exist_ok=True)
+ payload = collect_grid_data()
+ points = payload["points"]
+ best = top_locations(points, 40)
+
+ create_globe_heatmap(points, OUTPUT_DIR / "livability_globe.html")
+ try:
+ create_flat_heatmap(points, OUTPUT_DIR / "livability_map.png")
+ except Exception as exc:
+ print(f"Static PNG export skipped: {exc}")
+
+ print("\n=== TOP 20 PLACES TO LIVE (65-74°F + low mosquitoes) ===")
+ for rank, p in enumerate(best[:20], 1):
+ print(
+ f"{rank:2d}. {p['nearest_reference']}\n"
+ f" coords ({p['latitude']:.1f}, {p['longitude']:.1f}) "
+ f"score={p['livability']:.3f} temp={p['temp_score']:.2f} "
+ f"mosquitoes={p['mosquito_suitability']:.2f} avg={p['avg_temp_f']:.0f}°F"
+ )
+
+ (OUTPUT_DIR / "top_locations.json").write_text(json.dumps(best, indent=2))
+
+
+if __name__ == "__main__":
+ main()
diff --git a/climate-analysis/output/livability_globe.html b/climate-analysis/output/livability_globe.html
new file mode 100644
index 0000000..dbec635
--- /dev/null
+++ b/climate-analysis/output/livability_globe.html
@@ -0,0 +1,7 @@
+
+
+
+
+
+
\ No newline at end of file
diff --git a/climate-analysis/output/livability_map.png b/climate-analysis/output/livability_map.png
new file mode 100644
index 0000000..c61868f
Binary files /dev/null and b/climate-analysis/output/livability_map.png differ
diff --git a/climate-analysis/output/top_locations.json b/climate-analysis/output/top_locations.json
new file mode 100644
index 0000000..36f4443
--- /dev/null
+++ b/climate-analysis/output/top_locations.json
@@ -0,0 +1,362 @@
+[
+ {
+ "latitude": 22.0,
+ "longitude": -10.0,
+ "livability": 0.5234,
+ "temp_score": 0.7015,
+ "mosquito_suitability": 0.2539,
+ "avg_temp_f": 69.2,
+ "nearest_reference": "~Las Palmas, Canary Islands (871 km)"
+ },
+ {
+ "latitude": 10.0,
+ "longitude": -72.0,
+ "livability": 0.4833,
+ "temp_score": 0.9344,
+ "mosquito_suitability": 0.4828,
+ "avg_temp_f": 66.7,
+ "nearest_reference": "~Medell\u00edn, Colombia (572 km)"
+ },
+ {
+ "latitude": 18.0,
+ "longitude": -94.0,
+ "livability": 0.4789,
+ "temp_score": 0.7892,
+ "mosquito_suitability": 0.3931,
+ "avg_temp_f": 67.6,
+ "nearest_reference": "~Oaxaca, Mexico (306 km)"
+ },
+ {
+ "latitude": 18.0,
+ "longitude": -92.0,
+ "livability": 0.4779,
+ "temp_score": 0.7898,
+ "mosquito_suitability": 0.395,
+ "avg_temp_f": 67.7,
+ "nearest_reference": "~Oaxaca, Mexico (511 km)"
+ },
+ {
+ "latitude": 18.0,
+ "longitude": -96.0,
+ "livability": 0.4762,
+ "temp_score": 0.7908,
+ "mosquito_suitability": 0.3978,
+ "avg_temp_f": 67.8,
+ "nearest_reference": "~Oaxaca, Mexico (129 km)"
+ },
+ {
+ "latitude": 16.0,
+ "longitude": -94.0,
+ "livability": 0.4761,
+ "temp_score": 0.7908,
+ "mosquito_suitability": 0.3979,
+ "avg_temp_f": 67.8,
+ "nearest_reference": "~Oaxaca, Mexico (313 km)"
+ },
+ {
+ "latitude": 16.0,
+ "longitude": -96.0,
+ "livability": 0.4752,
+ "temp_score": 0.7913,
+ "mosquito_suitability": 0.3995,
+ "avg_temp_f": 67.8,
+ "nearest_reference": "~Oaxaca, Mexico (142 km)"
+ },
+ {
+ "latitude": 16.0,
+ "longitude": -92.0,
+ "livability": 0.4752,
+ "temp_score": 0.7913,
+ "mosquito_suitability": 0.3994,
+ "avg_temp_f": 67.8,
+ "nearest_reference": "~Oaxaca, Mexico (517 km)"
+ },
+ {
+ "latitude": 14.0,
+ "longitude": -90.0,
+ "livability": 0.4748,
+ "temp_score": 0.7915,
+ "mosquito_suitability": 0.4001,
+ "avg_temp_f": 67.9,
+ "nearest_reference": "~Oaxaca, Mexico (797 km)"
+ },
+ {
+ "latitude": 16.0,
+ "longitude": -90.0,
+ "livability": 0.4748,
+ "temp_score": 0.7915,
+ "mosquito_suitability": 0.4001,
+ "avg_temp_f": 67.9,
+ "nearest_reference": "~Oaxaca, Mexico (726 km)"
+ },
+ {
+ "latitude": 18.0,
+ "longitude": -90.0,
+ "livability": 0.4748,
+ "temp_score": 0.7915,
+ "mosquito_suitability": 0.4001,
+ "avg_temp_f": 67.9,
+ "nearest_reference": "~Oaxaca, Mexico (720 km)"
+ },
+ {
+ "latitude": 20.0,
+ "longitude": -90.0,
+ "livability": 0.4748,
+ "temp_score": 0.7915,
+ "mosquito_suitability": 0.4001,
+ "avg_temp_f": 67.9,
+ "nearest_reference": "~Oaxaca, Mexico (780 km)"
+ },
+ {
+ "latitude": 22.0,
+ "longitude": -16.0,
+ "livability": 0.47,
+ "temp_score": 0.6256,
+ "mosquito_suitability": 0.2488,
+ "avg_temp_f": 69.1,
+ "nearest_reference": "~Las Palmas, Canary Islands (681 km)"
+ },
+ {
+ "latitude": 28.0,
+ "longitude": -16.0,
+ "livability": 0.47,
+ "temp_score": 0.6266,
+ "mosquito_suitability": 0.25,
+ "avg_temp_f": 69.1,
+ "nearest_reference": "~Las Palmas, Canary Islands (57 km)"
+ },
+ {
+ "latitude": 22.0,
+ "longitude": -14.0,
+ "livability": 0.4699,
+ "temp_score": 0.6269,
+ "mosquito_suitability": 0.2503,
+ "avg_temp_f": 69.1,
+ "nearest_reference": "~Las Palmas, Canary Islands (693 km)"
+ },
+ {
+ "latitude": 24.0,
+ "longitude": -14.0,
+ "livability": 0.4699,
+ "temp_score": 0.6267,
+ "mosquito_suitability": 0.2501,
+ "avg_temp_f": 69.1,
+ "nearest_reference": "~Las Palmas, Canary Islands (478 km)"
+ },
+ {
+ "latitude": 24.0,
+ "longitude": -12.0,
+ "livability": 0.4699,
+ "temp_score": 0.6275,
+ "mosquito_suitability": 0.2511,
+ "avg_temp_f": 69.2,
+ "nearest_reference": "~Las Palmas, Canary Islands (570 km)"
+ },
+ {
+ "latitude": 22.0,
+ "longitude": -12.0,
+ "livability": 0.4698,
+ "temp_score": 0.6285,
+ "mosquito_suitability": 0.2525,
+ "avg_temp_f": 69.2,
+ "nearest_reference": "~Las Palmas, Canary Islands (761 km)"
+ },
+ {
+ "latitude": 26.0,
+ "longitude": -14.0,
+ "livability": 0.4698,
+ "temp_score": 0.6276,
+ "mosquito_suitability": 0.2514,
+ "avg_temp_f": 69.2,
+ "nearest_reference": "~Las Palmas, Canary Islands (273 km)"
+ },
+ {
+ "latitude": 26.0,
+ "longitude": -12.0,
+ "livability": 0.4698,
+ "temp_score": 0.6264,
+ "mosquito_suitability": 0.2501,
+ "avg_temp_f": 69.1,
+ "nearest_reference": "~Las Palmas, Canary Islands (412 km)"
+ },
+ {
+ "latitude": 24.0,
+ "longitude": -10.0,
+ "livability": 0.4697,
+ "temp_score": 0.6275,
+ "mosquito_suitability": 0.2514,
+ "avg_temp_f": 69.2,
+ "nearest_reference": "~Las Palmas, Canary Islands (708 km)"
+ },
+ {
+ "latitude": 8.0,
+ "longitude": -74.0,
+ "livability": 0.43,
+ "temp_score": 0.9913,
+ "mosquito_suitability": 0.5662,
+ "avg_temp_f": 68.7,
+ "nearest_reference": "~Medell\u00edn, Colombia (260 km)"
+ },
+ {
+ "latitude": -6.0,
+ "longitude": 32.0,
+ "livability": 0.4253,
+ "temp_score": 0.8913,
+ "mosquito_suitability": 0.5229,
+ "avg_temp_f": 68.3,
+ "nearest_reference": "~Nairobi, Kenya (748 km)"
+ },
+ {
+ "latitude": 10.0,
+ "longitude": -74.0,
+ "livability": 0.4234,
+ "temp_score": 0.9936,
+ "mosquito_suitability": 0.5738,
+ "avg_temp_f": 68.9,
+ "nearest_reference": "~Medell\u00edn, Colombia (451 km)"
+ },
+ {
+ "latitude": 28.0,
+ "longitude": -12.0,
+ "livability": 0.4152,
+ "temp_score": 0.5513,
+ "mosquito_suitability": 0.2468,
+ "avg_temp_f": 69.1,
+ "nearest_reference": "~Las Palmas, Canary Islands (337 km)"
+ },
+ {
+ "latitude": -4.0,
+ "longitude": 34.0,
+ "livability": 0.4014,
+ "temp_score": 0.7031,
+ "mosquito_suitability": 0.4291,
+ "avg_temp_f": 66.0,
+ "nearest_reference": "~Nairobi, Kenya (435 km)"
+ },
+ {
+ "latitude": -2.0,
+ "longitude": 40.0,
+ "livability": 0.3938,
+ "temp_score": 0.7169,
+ "mosquito_suitability": 0.4507,
+ "avg_temp_f": 66.6,
+ "nearest_reference": "~Nairobi, Kenya (362 km)"
+ },
+ {
+ "latitude": -4.0,
+ "longitude": 36.0,
+ "livability": 0.3912,
+ "temp_score": 0.7204,
+ "mosquito_suitability": 0.4569,
+ "avg_temp_f": 66.7,
+ "nearest_reference": "~Nairobi, Kenya (315 km)"
+ },
+ {
+ "latitude": 12.0,
+ "longitude": -72.0,
+ "livability": 0.3864,
+ "temp_score": 0.996,
+ "mosquito_suitability": 0.6121,
+ "avg_temp_f": 69.8,
+ "nearest_reference": "~Medell\u00edn, Colombia (749 km)"
+ },
+ {
+ "latitude": -4.0,
+ "longitude": 30.0,
+ "livability": 0.3674,
+ "temp_score": 0.6102,
+ "mosquito_suitability": 0.398,
+ "avg_temp_f": 65.2,
+ "nearest_reference": "~Nairobi, Kenya (815 km)"
+ },
+ {
+ "latitude": -2.0,
+ "longitude": 30.0,
+ "livability": 0.3674,
+ "temp_score": 0.6102,
+ "mosquito_suitability": 0.398,
+ "avg_temp_f": 65.2,
+ "nearest_reference": "~Nairobi, Kenya (762 km)"
+ },
+ {
+ "latitude": -2.0,
+ "longitude": 32.0,
+ "livability": 0.3674,
+ "temp_score": 0.6102,
+ "mosquito_suitability": 0.398,
+ "avg_temp_f": 65.2,
+ "nearest_reference": "~Nairobi, Kenya (542 km)"
+ },
+ {
+ "latitude": 0.0,
+ "longitude": 30.0,
+ "livability": 0.3674,
+ "temp_score": 0.6102,
+ "mosquito_suitability": 0.398,
+ "avg_temp_f": 65.2,
+ "nearest_reference": "~Nairobi, Kenya (772 km)"
+ },
+ {
+ "latitude": 0.0,
+ "longitude": 32.0,
+ "livability": 0.3674,
+ "temp_score": 0.6102,
+ "mosquito_suitability": 0.398,
+ "avg_temp_f": 65.2,
+ "nearest_reference": "~Nairobi, Kenya (555 km)"
+ },
+ {
+ "latitude": 0.0,
+ "longitude": 34.0,
+ "livability": 0.3674,
+ "temp_score": 0.6102,
+ "mosquito_suitability": 0.398,
+ "avg_temp_f": 65.2,
+ "nearest_reference": "~Nairobi, Kenya (345 km)"
+ },
+ {
+ "latitude": 0.0,
+ "longitude": 36.0,
+ "livability": 0.3674,
+ "temp_score": 0.6102,
+ "mosquito_suitability": 0.398,
+ "avg_temp_f": 65.2,
+ "nearest_reference": "~Nairobi, Kenya (170 km)"
+ },
+ {
+ "latitude": 2.0,
+ "longitude": 30.0,
+ "livability": 0.3674,
+ "temp_score": 0.6102,
+ "mosquito_suitability": 0.398,
+ "avg_temp_f": 65.2,
+ "nearest_reference": "~Nairobi, Kenya (842 km)"
+ },
+ {
+ "latitude": 2.0,
+ "longitude": 32.0,
+ "livability": 0.3674,
+ "temp_score": 0.6102,
+ "mosquito_suitability": 0.398,
+ "avg_temp_f": 65.2,
+ "nearest_reference": "~Nairobi, Kenya (649 km)"
+ },
+ {
+ "latitude": 2.0,
+ "longitude": 34.0,
+ "livability": 0.3674,
+ "temp_score": 0.6102,
+ "mosquito_suitability": 0.398,
+ "avg_temp_f": 65.2,
+ "nearest_reference": "~Nairobi, Kenya (482 km)"
+ },
+ {
+ "latitude": 2.0,
+ "longitude": 36.0,
+ "livability": 0.3674,
+ "temp_score": 0.6102,
+ "mosquito_suitability": 0.398,
+ "avg_temp_f": 65.2,
+ "nearest_reference": "~Nairobi, Kenya (377 km)"
+ }
+]
\ No newline at end of file