protostar-climate / data /city_features.csv
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Geography + canopy analysis, README, data card
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ID,Name,Lat,Lon,elevation_m,dist_coast_km,dist_gulf_stream_km,dist_california_current_km,dist_labrador_km,w_coast,w_gulf_stream,w_calif_current,tree_canopy_frac,tree_canopy_valid_frac
USC00042863,Escondido,33.1211,-117.09,197.0,21.442783561755625,3590.6330157734865,253.32769791233267,4068.941448373599,0.8667957690799786,0.0,0.4298041411712961,0.0995,1.0
USC00166584,Natchitoches,31.8142,-93.0856,43.0,215.15127424288636,1338.8913801710842,2333.090689691363,2050.105922453316,0.2382721363978867,0.0,0.0,0.4034,1.0
USC00280734,Belvidere,40.8292,-75.0833,86.0,76.26545444964161,453.58011158277475,3985.004492601086,369.7256115556671,0.6014352703958744,0.2204832159184803,0.0,0.3927,1.0
USC00286055,NewBrunswick,40.4728,-74.4225,22.0,14.752768935601576,386.78092869213054,4038.2990040857994,302.2003756207916,0.9063300071992128,0.275471869602858,0.0,0.2795,1.0
USC00356749,Portland,45.5181,-122.6894,38.0,81.77506605133442,4111.427556501675,335.69036926430704,4188.682936384579,0.5797448958093177,0.0,0.3266167226414171,0.318,1.0
USC00380072,Aiken,33.55,-81.6969,155.0,148.22252743862637,406.9723911436716,3390.633543622762,1030.3213477754691,0.3722646760571292,0.257541440680453,0.0,0.4025,1.0
USW00003017,Denver,39.8328,-104.6575,1649.0,1224.0633269366808,2553.8410459908578,1589.367312905615,2803.689571109908,0.000285741735004,0.0,0.0,0.0,1.0
USW00003103,Flagstaff,35.1442,-111.6664,2132.0,443.6221002253879,3092.6085801274844,784.5797080608122,3523.149914954624,0.0519496308065661,0.0,0.0731483510698194,0.2759,1.0
USW00003145,Yuma,32.65,-114.6167,56.0,88.48121737011375,3362.4384236551723,399.1846056967867,3873.865592891935,0.55439670057529,0.0,0.264314564665812,0.0034,1.0
USW00003171,Riverside,33.9519,-117.4386,247.0,56.214529446412904,3619.1013730179857,286.50194300019905,4065.819318105938,0.6874518215497749,0.0,0.3848096522608045,0.047,1.0
USW00003812,Asheville,35.4319,-82.5375,642.0,368.35561293730143,582.3964873150999,3308.5436994147417,995.6835296627044,0.0858027616237958,0.1435141525815751,0.0,0.3974,1.0
USW00003813,Macon,32.6847,-83.6528,91.0,254.99719649173247,521.4108441627577,3214.730951028889,1234.753474712739,0.1826869384497756,0.1758654355335923,0.0,0.39,1.0
USW00003820,Augusta,33.3644,-81.9633,39.0,148.74187992301995,416.7956985134116,3367.155474879118,1062.4120923026644,0.3709779942514029,0.2492449839180236,0.0,0.4796,1.0
USW00003822,Savannah,32.13,-81.21,6.0,28.841023678402635,285.8370881947178,3448.432096295564,1094.4034637473735,0.8250811851972422,0.3856634064373213,0.0,0.3569,1.0
USW00003856,Huntsville,34.6439,-86.7861,190.0,453.3947697557726,873.4566301031645,2920.254010198753,1386.4256189868458,0.0486729522542866,0.0543928754144161,0.0,0.174,1.0
USW00003859,Bluefield,37.2958,-81.2078,866.0,349.93597018893337,576.7310801231642,3433.554824760251,818.5904094565524,0.0970133706790318,0.1462501256472739,0.0,0.6473,1.0
USW00003860,Huntington,38.365,-82.555,250.0,456.8169370298476,735.4139126270284,3324.2474914535846,918.9966404673524,0.0475750770208604,0.0861746085787383,0.0,0.5333,1.0
USW00003872,Beckley,37.7836,-81.1231,759.0,340.25234529939866,594.3920746896956,3444.0312887102777,801.475230170175,0.1034828926170393,0.1378889103280522,0.0,0.5963,1.0
USW00003904,CollegeStation,30.5892,-96.3647,94.0,162.39363114580055,1635.393415659546,2027.2949933040593,2389.5606187653248,0.3387055247567946,0.0,0.0,0.1675,1.0
USW00003927,DallasFortWorth,32.8978,-97.0189,165.0,402.73651600504866,1723.6443309608076,1966.159497172388,2335.350737385853,0.0682273269002036,0.0,0.0,0.0433,1.0
USW00003937,LakeCharles,30.125,-93.2158,3.0,37.877334868988264,1331.3649289065745,2332.630310077693,2152.6589284361785,0.7768441205502287,0.0,0.0,0.1187,1.0
USW00003940,Jackson,32.3206,-90.0778,89.0,216.31686271421313,1076.415164314019,2614.8893111405773,1772.6178331109793,0.2364277964480825,0.0,0.0,0.4178,1.0
USW00003945,ColumbiaMO,38.8169,-92.2183,270.0,955.711518644492,1515.7668436141826,2507.3095657836875,1752.3294775312345,0.0017097465697139,0.0,0.0,0.258,1.0
USW00003947,KansasCity,39.2972,-94.7306,307.0,1039.2260399531822,1734.8326193358105,2316.26349224331,1963.8928515051664,0.0009797887216575,0.0,0.0,0.1825,1.0
USW00003953,Jonesboro,35.8311,-90.6464,77.0,607.4782834675659,1247.5294006755728,2580.1173979010705,1675.6697203324363,0.0174248971791847,0.0,0.0,0.1277,1.0
USW00003963,Jefferson,38.5911,-92.1558,166.0,930.0262180771988,1499.9483469843983,2506.042095842529,1749.3839924835013,0.0020290759488334,0.0,0.0,0.3196,1.0
USW00003965,Stillwater,36.1625,-97.0894,293.0,743.1370142223678,1811.724706609877,2016.5360998577344,2226.508127155598,0.0070533911651037,0.0,0.0,0.1237,1.0
USW00004853,Cleveland,41.5175,-81.6836,176.0,491.3796181490547,893.2083684980297,3446.12461639939,889.7341063296145,0.0377842049936665,0.050927041549948,0.0,0.0509,1.0
USW00012815,Orlando,28.4339,-81.325,27.0,54.33264297828852,165.04037003353372,3500.5385732711866,1412.8205784111608,0.6961308594598774,0.576872177326711,0.0,0.1967,1.0
USW00012816,Gainesville,29.6919,-82.2756,41.0,85.11503060598558,279.803446571655,3383.8238537841426,1359.9880739239477,0.5669787026785995,0.3934984479941344,0.0,0.509,1.0
USW00012835,FortMyers,26.585,-81.8614,4.0,3.6513978225316057,192.8505859614551,3496.124492441255,1613.1713535149304,0.97595124066679,0.5257995163421316,0.0,0.1717,1.0
USW00012836,KeyWest,24.555,-81.7522,0.0,1.26085070800344,183.68783296819805,3569.842942381896,1802.5552986671655,0.9916295574924772,0.5421065139968619,0.0,0.0175,1.0
USW00012839,Miami,25.7906,-80.3164,7.0,11.15617969326324,35.610870872727865,3668.159525895778,1613.8271078261937,0.9283239423612422,0.8880716050626458,0.0,0.0557,1.0
USW00012842,Tampa,27.9619,-82.5403,2.0,3.877943759522472,274.4726169454951,3395.064784928114,1525.5039088509056,0.9744783679360428,0.4005531856546555,0.0,0.1073,1.0
USW00012844,WestPalmBeach,26.6847,-80.0994,4.0,6.81448304562847,18.30119168103425,3662.738554751305,1515.585841540027,0.955586599294341,0.9408195025793944,0.0,0.0947,1.0
USW00012921,SanAntonio,29.5442,-98.4839,243.0,201.75439877691207,1836.8261425114736,1833.9933377000568,2624.241634466264,0.2605320675983247,0.0,0.0,0.1329,1.0
USW00012923,Galveston,29.2733,-94.8592,0.0,2.229384534440344,1484.936368638262,2186.137970784623,2337.4725399315557,0.985247339182356,0.0,0.0,0.0097,0.999
USW00012924,CorpusChristi,27.8,-97.4,12.0,5.168134577591045,1728.4427600941897,1969.3360436717496,2634.8262651534387,0.9661325580619854,0.0,0.0,0.0094,1.0
USW00012960,Houston,29.98,-95.36,28.0,44.84017082368686,1536.73803767431,2128.89512564871,2338.3295801599616,0.7416080038150156,0.0,0.0,0.1339,1.0
USW00013722,Raleigh,35.8922,-78.7819,117.0,162.41879936846092,312.5003520162862,3647.608789374166,666.7884461392997,0.3386486987505374,0.3528656674104001,0.0,0.4961,1.0
USW00013733,Lynchburg,37.3208,-79.2067,277.0,172.9393978215358,422.2000827172131,3610.512282028712,645.5104495974846,0.3157105965245637,0.2447951332497344,0.0,0.4393,1.0
USW00013736,Morgantown,39.6428,-79.9164,373.0,256.77747111996695,639.7397260629738,3565.163641944011,694.870463417626,0.1805315349749685,0.1185446313391187,0.0,0.4728,1.0
USW00013737,NorfolkVA,36.9033,-76.1922,3.0,5.252733652868941,195.63841999895868,3877.55686789624,409.2729954506784,0.9655878188844744,0.5209360097946851,0.0,0.1522,1.0
USW00013739,Philadelphia,39.8683,-75.2311,1.0,2.781815878573774,383.4136897756246,3966.399268098282,317.30810067163105,0.9816254693116936,0.2785812188282861,0.0,0.1859,1.0
USW00013740,Richmond,37.505,-77.3203,48.0,20.48704749612715,312.0270673258683,3777.475431378793,479.0353562423719,0.8723362543282923,0.3534227931538553,0.0,0.4661,1.0
USW00013743,WashingtonDC,38.8483,-77.0342,3.0,4.5663700880652565,405.7311574678651,3806.478858917827,438.6813184750433,0.9700162381599268,0.2586092117766027,0.0,0.2122,1.0
USW00013781,Wilmington,39.6728,-75.6008,22.0,3.736485635174767,389.0859002566981,3933.83155300234,337.0002734683542,0.9753977872799928,0.2733634635804645,0.0,0.2121,1.0
USW00013833,Hattiesburg,31.2819,-89.2531,53.0,101.94047033968614,971.1845737086444,2698.7892266266676,1762.4377308158548,0.506818090517064,0.0392704908007079,0.0,0.512,1.0
USW00013838,Mobile,30.6264,-88.0681,6.0,6.764499176122697,845.9475259375116,2818.002832487909,1708.3602047782197,0.9559050784600014,0.0596163695073481,0.0,0.2068,1.0
USW00013865,Meridian,32.3347,-88.7442,89.0,195.1959595356761,957.9602141494504,2740.0674493482743,1661.6727901443062,0.2721759908032827,0.0410403022314973,0.0,0.5776,1.0
USW00013866,Charleston,38.3794,-81.59,276.0,372.6842470335842,662.1110722209903,3408.16631866597,834.969516611509,0.0833620885348152,0.1100261837523248,0.0,0.6521,1.0
USW00013873,Athens,33.9481,-83.3275,237.0,288.11007878859175,558.2602675947038,3238.1033953965916,1134.0442037146631,0.1464994128195668,0.155537633798295,0.0,0.4141,1.0
USW00013874,Atlanta,33.63,-84.4417,309.0,363.76455074627927,630.15022474317,3136.2506790073703,1241.0521269986173,0.0884695366406188,0.1223951236517634,0.0,0.2926,1.0
USW00013876,Birmingham,33.5656,-86.745,188.0,333.9095599317775,825.5158379690757,2923.122485809229,1432.7749008104718,0.107952524887493,0.0638180342616396,0.0,0.3522,1.0
USW00013881,Charlotte,35.2236,-80.9553,227.0,255.14362314411431,447.685015353935,3452.144682484396,875.5268336489518,0.1825086905525327,0.2248586301901982,0.0,0.3895,1.0
USW00013882,Chattanooga,35.0311,-85.2014,203.0,497.844587571856,767.520896610119,3065.92021340372,1236.2449438158824,0.0361903084943124,0.0774282956205476,0.0,0.2667,1.0
USW00013883,ColumbiaSC,33.9486,-81.1186,74.0,165.3320254335454,385.456723070899,3441.687081356329,961.1299150640476,0.3321350874576254,0.276690495136295,0.0,0.3422,1.0
USW00013886,GreenvilleSpartanburg,34.8461,-82.3461,307.0,302.5073209801647,533.7745057264422,3326.05968799929,1007.412366579764,0.1330918918455498,0.1687649513736662,0.0,0.2813,1.0
USW00013889,Jacksonville,30.4844,-81.7019,7.0,25.98448060571785,260.106186249493,3424.6366473976273,1257.485580898477,0.8409442841696577,0.4202016260677234,0.0,0.5044,1.0
USW00013893,Memphis,35.0564,-89.9864,76.0,518.9043677488161,1160.990049110247,2631.0662402359967,1644.1082262466596,0.0314498063999598,0.0208590613011378,0.0,0.2363,1.0
USW00013895,Montgomery,32.2997,-86.4075,65.0,200.28088648048077,749.3455418044225,2959.571711938132,1474.2493497308376,0.2631039941687871,0.0822642647567315,0.0,0.2677,1.0
USW00013896,MuscleShoals,34.7442,-87.5997,166.0,451.9825678051344,945.7894057304392,2846.2812280791773,1451.3571147950336,0.0491333563864095,0.0427395160430319,0.0,0.1497,1.0
USW00013897,Nashville,36.1189,-86.6892,179.0,615.5371094795505,944.5082820652812,2937.6098367578193,1324.3030412507198,0.0165134392456578,0.0429224216577228,0.0,0.3134,1.0
USW00013899,Pensacola,30.4781,-87.1869,33.0,2.72035710511799,759.9763958352272,2903.703352445456,1649.757550971829,0.9820277483669028,0.0794001792810319,0.0,0.1527,1.0
USW00013942,Monroe,32.5156,-92.0406,23.0,293.38469432069274,1259.4889413057165,2430.3225827802994,1927.295061858388,0.1414374142111711,0.0,0.0,0.2773,1.0
USW00013957,Shreveport,32.4506,-93.8411,82.0,274.7475433020871,1422.179867189143,2261.415611444528,2082.9873555013173,0.1601490573993332,0.0,0.0,0.3883,1.0
USW00013958,Austin,30.3208,-97.7603,205.0,209.47324382982544,1768.473594068052,1895.7475834816428,2521.5963592804756,0.2474644627332545,0.0,0.0,0.2342,1.0
USW00013962,Abilene,32.4106,-99.6822,544.0,504.1979527655605,1963.302479776288,1713.5803064524769,2586.229406418965,0.0346894495745548,0.0,0.0,0.0168,1.0
USW00013963,LittleRock,34.7272,-92.2389,76.0,518.957193243012,1346.5097083717635,2423.219334061921,1850.341471307775,0.0314387326728883,0.0,0.0,0.255,1.0
USW00013964,FortSmith,35.3331,-94.3625,133.0,597.2589144698806,1550.7813789054924,2239.6719318195505,2013.8111831805677,0.0186534139417814,0.0,0.0,0.233,1.0
USW00013967,Oklahoma,35.3889,-97.6006,389.0,676.8270979852556,1837.2951594358592,1952.087148605469,2293.6632114323793,0.010974502479252,0.0,0.0,0.028,1.0
USW00013968,Tulsa,36.1994,-95.8872,193.0,717.3169979316276,1707.9836073639683,2122.464725865543,2120.895278620788,0.0083782742743474,0.0,0.0,0.1411,1.0
USW00013970,BatonRouge,30.5372,-91.1469,19.0,83.11021125844448,1136.5561594751337,2525.7774848227796,1959.5773674944592,0.5746075028199058,0.0,0.0,0.3355,1.0
USW00013971,Harrison,36.2667,-93.1567,417.0,701.8633715298313,1475.8403837111496,2364.008102790397,1881.477174808692,0.0092874695872584,0.0,0.0,0.2703,1.0
USW00013984,Concordia,39.5514,-97.6508,443.0,1119.444142438806,1975.5773568024972,2094.0906783500823,2211.381551779037,0.0005739542035452,0.0,0.0,0.0557,1.0
USW00013985,DodgeCity,37.7608,-99.9683,791.0,1005.5977675445592,2102.6576802618983,1829.8042436498083,2438.2471528936,0.0012260163359512,0.0,0.0,0.003,1.0
USW00013994,StLouis,38.7525,-90.3736,163.0,921.5822507422884,1368.9470428987013,2660.5223485513593,1593.665275843038,0.0021465751259907,0.0,0.0,0.1723,1.0
USW00013995,SpringfieldMO,37.2353,-93.4003,388.0,807.8124536322264,1534.4170629051166,2364.1096109277923,1879.5462545879268,0.0045829317867093,0.0,0.0,0.1344,1.0
USW00013996,Topeka,39.0725,-95.6261,267.0,1024.1355952640204,1794.6999746847305,2235.1831062660676,2043.0151652118905,0.0010834871084792,0.0,0.0,0.1558,1.0
USW00014710,Manchester,42.9333,-71.4383,70.0,51.07355609912781,432.7768437353721,4274.542818113824,420.1419991561333,0.7114213746710212,0.2363150328613019,0.0,0.4604,1.0
USW00014711,MiddletownHarrisburg,40.1936,-76.7633,90.0,92.28760306044347,499.17558371089206,3838.3438666405127,450.7281645458808,0.5405053806141535,0.1893953570788911,0.0,0.3088,1.0
USW00014733,Buffalo,42.9486,-78.7369,209.0,395.03610767297033,832.6276791100536,3712.7350916728615,752.5382644393072,0.071821309939157,0.062322946583321,0.0,0.1582,1.0
USW00014735,Albany,42.7431,-73.8092,82.0,166.58793791285706,537.5273631915477,4107.776705772152,490.3622135429714,0.3293658128495585,0.1666669319873605,0.0,0.4045,1.0
USW00014739,Boston,42.3606,-71.0106,3.0,4.394618071136968,360.12051801732616,4333.253170634149,347.5073015841155,0.9711275559111088,0.3010732384487997,0.0,0.0506,1.0
USW00014742,Burlington,44.4683,-73.15,100.0,111.132878460137,650.0652930864592,4075.562739479028,635.3032689017248,0.4766914482552983,0.1145339137040603,0.0,0.3508,1.0
USW00014745,Concord,43.1953,-71.5011,101.0,63.85821303699104,460.84049007996094,4256.660475676882,448.34122685531224,0.6532983124556493,0.215211294801827,0.0,0.562,1.0
USW00014750,GlensFalls,43.35,-73.6167,117.0,202.7567745377115,575.5131771696272,4095.966828007405,542.9708996275576,0.2587968649426994,0.1468450606519507,0.0,0.4158,1.0
USW00014753,Milton,42.2122,-71.1136,192.0,13.705139865208425,350.0429695301589,4323.959560533279,336.6842248048616,0.912682148089259,0.3113586242746446,0.0,0.462,1.0
USW00014764,PortlandME,43.6497,-70.3003,17.0,3.514311172696223,466.0850241978815,4320.097822422951,448.3110651045617,0.9768435809377128,0.2114817130559746,0.0,0.3603,1.0
USW00014768,RochesterNY,43.1167,-77.6767,163.0,316.6165936495099,785.6957472465273,3800.811279760174,700.9400158876065,0.1211437658689789,0.0728767351858043,0.0,0.2498,1.0
USW00014778,Williamsport,41.2433,-76.9217,159.0,200.6813390492298,592.6181570090046,3835.270383712553,518.9574516504296,0.2624025264651388,0.1387066709320174,0.0,0.5243,1.0
USW00014792,Trenton,40.2769,-74.8158,58.0,39.3305808466045,392.88180152194,4003.9120814126622,312.37247294132237,0.7693541577079263,0.2699263850631738,0.0,0.364,1.0
USW00014821,ColumbusOH,39.9914,-82.8808,246.0,507.68453407365587,853.7999037189617,3318.8163736081133,950.9153051630186,0.0338924311142311,0.0580761801693085,0.0,0.1945,1.0
USW00014827,FortWayne,40.9706,-85.2064,243.0,727.9926699589067,1077.4621930547746,3145.4046758915324,1160.951453308808,0.0078027076852352,0.0275558439710749,0.0,0.0739,1.0
USW00014836,Lansing,42.7803,-84.5789,256.0,767.9475792955299,1161.9974569699536,3243.839565352677,1161.6410678286545,0.0059781117088422,0.0207891335022028,0.0,0.2002,1.0
USW00014837,Madison,43.1406,-89.3453,260.0,1094.3906663508033,1495.2136158469475,2887.4280644943674,1544.6291552805037,0.0006782885465536,0.0068463104917458,0.0,0.1287,1.0
USW00014839,Milwaukee,42.955,-87.9044,201.0,1017.6108982443732,1385.6652286332503,2990.378427376886,1426.072098869336,0.0011316566533588,0.0098637969780446,0.0,0.1086,1.0
USW00014840,Muskegon,43.1711,-86.2367,189.0,906.4117715574582,1291.7990435446188,3126.568808489496,1303.2909891453985,0.0023750301574169,0.0134874344048158,0.0,0.2783,1.0
USW00014842,Peoria,40.6675,-89.6839,198.0,1087.44326245706,1397.9998828203554,2772.217721215873,1531.810033367425,0.0007104430633183,0.0094664660993,0.0,0.3004,1.0
USW00014845,Saginaw,43.5331,-84.0797,201.0,763.381652613013,1190.162226704279,3305.18309515797,1156.0872737229954,0.0061628803747545,0.0189262123234398,0.0,0.0727,1.0
USW00014847,SaultSteMarie,46.4794,-84.3572,219.0,576.7033345819995,1425.0371454734045,3182.4060620244204,1343.955644968774,0.0213930559653277,0.0086506240317237,0.0,0.2748,0.689
USW00014848,SouthBend,41.7072,-86.3164,236.0,843.0734557077477,1199.925067777871,3074.785151409187,1267.0296814365136,0.0036228665396554,0.0183202142318502,0.0,0.2137,1.0
USW00014860,Erie,42.08,-80.1825,221.0,436.3426170444547,849.2570671805025,3579.5182112682874,799.5562090494171,0.0545329168739583,0.0589623077690068,0.0,0.2072,1.0
USW00014894,Wheeling,40.1764,-80.6472,353.0,339.7259907709577,725.6944727015825,3509.859757938334,766.313963799102,0.1038466550647864,0.0890122235277781,0.0,0.5081,1.0
USW00014895,Akron,40.9167,-81.4333,370.0,437.95679054144466,831.0154441959331,3455.6372938611044,849.9929086004923,0.0539492258411292,0.0626587789442576,0.0,0.2242,1.0
USW00014897,Wausau,44.9258,-89.6256,363.0,947.911609229876,1625.2578170001775,2854.5570378803336,1623.5390284024606,0.0018010044747506,0.0044381127168876,0.0,0.2973,1.0
USW00014898,GreenBay,44.4983,-88.1111,206.0,913.8504862575086,1501.6372661696123,2983.315083887354,1494.7995788913445,0.002260121796146,0.0067012744523953,0.0,0.1997,1.0
USW00014913,Duluth,46.8369,-92.2097,436.0,954.7730554689944,1912.577014242011,2598.4795748029755,1886.651740527884,0.0017204769963807,0.0,0.0,0.4711,1.0
USW00014914,Fargo,46.9253,-96.8111,271.0,1144.6331032131106,2213.274430898948,2258.0741995713306,2220.5380103448115,0.0004852300960166,0.0,0.0,0.0462,1.0
USW00014916,GrandForks,47.9428,-97.1839,255.0,1041.229666218343,2293.0283750622266,2205.711541782554,2280.474104582264,0.0009667882060909,0.0,0.0,0.0021,1.0
USW00014918,InternationalFalls,48.5614,-93.3981,353.0,909.875952378519,2099.323847819017,2467.114240514218,2045.1353611612608,0.0023208084538395,0.0,0.0,0.3838,0.912
USW00014920,LaCrosse,43.8789,-91.2528,198.0,1120.307170885054,1669.3937772006252,2776.2539853490125,1713.5488872615738,0.0005706614264662,0.0,0.0,0.2319,1.0
USW00014922,Minneapolis,44.8831,-93.2289,252.0,1150.6408732751618,1861.060950228288,2589.631440375805,1893.203469971142,0.0004661798028795,0.0,0.0,0.1636,1.0
USW00014923,Moline,41.4653,-90.5233,174.0,1171.9240206655245,1496.4736311433342,2732.389543281567,1608.9654866169567,0.0004045129510955,0.0,0.0,0.2368,1.0
USW00014925,RochesterMN,43.9042,-92.4917,397.0,1184.4256055539602,1757.815243953615,2683.1974980996347,1810.893166440554,0.0003721659490031,0.0,0.0,0.0865,1.0
USW00014926,SaintCloud,45.5433,-94.0514,308.0,1153.8534584345218,1953.184274919665,2504.7990765744867,1974.505562467746,0.0004563016794003,0.0,0.0,0.1327,1.0
USW00014929,Aberdeen,45.4558,-98.4131,395.0,1332.5693151562232,2254.969862563876,2184.404165718767,2303.732327059707,0.0001386170539542,0.0,0.0,0.0049,1.0
USW00014933,DesMoines,41.5339,-93.6531,285.0,1277.8246048357348,1743.4851646480713,2492.1590793429737,1869.4052416653751,0.000199672766499,0.0,0.0,0.1792,1.0
USW00014935,GrandIsland,40.9611,-98.3136,561.0,1285.378277920198,2087.615850009137,2114.424235636279,2258.156952190611,0.0001898666604137,0.0,0.0,0.0149,1.0
USW00014936,Huron,44.3981,-98.2231,390.0,1443.0110474330395,2198.770320030414,2237.1203285389247,2270.6675191011345,6.638272841472063e-05,0.0,0.0,0.0053,1.0
USW00014939,Lincoln,40.8508,-96.7475,363.0,1236.9468198601917,1961.0193528311893,2225.263926065319,2126.873826320196,0.0002622238230621,0.0,0.0,0.0469,1.0
USW00014941,NorfolkNE,41.9856,-97.4353,469.0,1373.232074782372,2057.6265105737994,2233.734819431125,2184.9829824880167,0.0001057026601366,0.0,0.0,0.0289,1.0
USW00014942,Omaha,41.3103,-95.8992,298.0,1273.4350991542346,1913.424800110495,2311.612187155951,2055.6805652095613,0.0002056021992508,0.0,0.0,0.1584,1.0
USW00014943,SiouxCity,42.3914,-96.3792,332.0,1398.589879828448,1987.1763827547975,2331.739685847668,2100.1894120046686,8.92621928392855e-05,0.0,0.0,0.0359,1.0
USW00014944,SiouxFalls,43.5878,-96.7289,434.0,1455.527398370691,2055.809943870639,2367.211217562899,2140.723352471864,6.106840130550592e-05,0.0,0.0,0.0447,1.0
USW00014972,Spencer,43.1644,-95.2021,407.0,1396.3148324856743,1923.744672480129,2456.4988599018975,2012.542172627682,9.062634985900072e-05,0.0,0.0,0.0236,1.0
USW00014990,CedarRapids,41.8833,-91.7167,255.0,1278.370799238866,1605.8314522286105,2655.572495360863,1712.3581380869969,0.0001989470209779,0.0,0.0,0.0311,1.0
USW00014991,EauClaire,44.8664,-91.4878,270.0,1052.0514816143054,1742.2567669535615,2719.2109831207745,1760.6401660495526,0.0008994954669616,0.0,0.0,0.2124,1.0
USW00023009,Roswell,33.3075,-104.5083,1104.0,835.467114519058,2421.297281195857,1282.474646844374,2968.2863656729746,0.0038113159207177,0.0,0.0,0.0014,1.0
USW00023044,ElPaso,31.8111,-106.3758,1201.0,594.1484624479302,2589.690695893441,1079.7397484090857,3192.66168212967,0.0190442559149342,0.0,0.0,0.001,1.0
USW00023047,Amarillo,35.2333,-101.7089,1093.0,868.5487578341528,2197.671230398185,1587.0002651446237,2656.0534933664894,0.0030569883340387,0.0,0.0,0.0002,1.0
USW00023050,Albuquerque,35.0419,-106.6156,1617.0,736.7776575126687,2634.092702850567,1163.33636579938,3088.836566447632,0.0073588541089268,0.0,0.0,0.0117,1.0
USW00023051,Clayton,36.4486,-103.1539,1516.0,1054.427390034484,2350.7506357997454,1512.5485851237436,2745.5733930888164,0.0008853602500651,0.0,0.0,0.0013,1.0
USW00023065,Goodland,39.3669,-101.7,1112.0,1235.5875880504104,2295.861978429607,1776.605061279151,2559.1422867780866,0.000264610774541,0.0,0.0,0.0005,1.0
USW00023066,GrandJunction,39.1342,-108.54,1467.0,965.9047286909312,2864.26578538955,1267.509250817462,3144.9161274327303,0.0015974209477084,0.0,0.0,0.0146,1.0
USW00023154,Ely,39.2953,-114.8467,1905.0,595.7670943307418,3405.8564718908715,811.5065191554825,3673.7597769843446,0.0188398564578767,0.0,0.0668688707355878,0.0293,1.0
USW00023155,Bakersfield,35.4344,-119.0542,149.0,123.70849502064875,3763.6323534780736,274.08863115355376,4148.839383728393,0.4383562688048371,0.0,0.4010662030109372,0.0028,1.0
USW00023160,Tucson,32.1314,-110.9553,777.0,224.48414608115095,3021.022948591238,666.7413561369458,3577.278211515272,0.2238988315815901,0.0,0.1083410467459675,0.0009,1.0
USW00023179,Needles,34.7675,-114.6189,270.0,309.3219983077448,3359.7121575381107,545.6637629302886,3791.587253501227,0.1271806635961822,0.0,0.1622074496169543,0.0002,1.0
USW00023183,Phoenix,33.4278,-112.0039,341.0,264.8625483170815,3117.1720441622856,644.4601613182633,3615.541427853704,0.1710583894290367,0.0,0.1166939553255275,0.0094,1.0
USW00023185,Reno,39.4839,-119.7711,1344.0,219.85939849216444,3829.510152542252,433.82509063093704,4080.689833990531,0.230909522360089,0.0,0.2354907521175913,0.0403,1.0
USW00023188,SanDiego,32.7336,-117.1831,3.0,5.0829616080010505,3601.7600649618844,219.26564246362844,4093.042422591928,0.9666813030346224,0.0,0.4814824606540476,0.0474,1.0
USW00023271,Sacramento,38.5553,-121.4183,13.0,55.4492757269846,3971.7355566318743,262.4037479904192,4244.90226335858,0.6909679501141779,0.0,0.416995787160049,0.0672,1.0
USW00023275,Ukiah,39.1258,-123.2008,184.0,44.78112021697784,4124.661945783319,147.09451941326654,4376.0123151362895,0.7419000106389484,0.0,0.6124334076298726,0.351,1.0
USW00024011,Bismarck,46.7708,-100.7603,504.0,1252.3392552977818,2477.7343279782835,1970.6294468664207,2508.6020429097994,0.000236649984135,0.0,0.0,0.0364,1.0
USW00024018,Cheyenne,41.1519,-104.8061,1867.0,1330.7156265130573,2605.981613045265,1655.6331075609346,2800.355862369606,0.0001403407014285,0.0,0.0,0.0166,1.0
USW00024021,Lander,42.8153,-108.7261,1698.0,1181.4885136416926,2969.4548787783883,1413.8670979248504,3109.869066915585,0.0003795249985581,0.0,0.0,0.0093,1.0
USW00024023,NorthPlatte,41.1214,-100.6694,843.0,1368.1517176428715,2278.2138608155674,1952.081189649401,2454.9131268205774,0.000109344025267,0.0,0.0,0.0292,1.0
USW00024028,Scottsbluff,41.8706,-103.5931,1202.0,1455.5914369370794,2535.519872003183,1783.23707525523,2694.375817096442,6.104233531752183e-05,0.0,0.0,0.0024,1.0
USW00024032,Valentine,42.8783,-100.55,789.0,1545.641895717264,2330.4348053753893,2056.0983363871906,2443.548544601859,3.348947643403829e-05,0.0,0.0,0.0388,1.0
USW00024121,Elko,40.8289,-115.7886,1548.0,580.9720173356842,3501.343412495214,803.384982223543,3718.0545497692224,0.0207928358428299,0.0,0.068703856858156,0.0047,1.0
USW00024127,SaltLakeCity,40.7781,-111.9694,1286.0,874.3349575509479,3182.052708109528,1104.7062668349413,3402.278296714046,0.0029413114754627,0.0,0.0251636641758578,0.0144,1.0
USW00024128,Winnemucca,40.9017,-117.8081,1310.0,449.2670910674355,3671.1624416735226,643.4951113885274,3883.193356042464,0.0500309262155871,0.0,0.1170699447268327,0.0014,1.0
USW00024131,Boise,43.5667,-116.2406,859.0,620.5003989080572,3581.5035954670375,814.3795839159014,3708.851998472297,0.0159759737484965,0.0,0.0662315321449393,0.0365,1.0
USW00024143,GreatFalls,47.4733,-111.3822,1116.0,813.5608402289708,3269.416956760488,1167.410150640108,3315.172158222963,0.004410624741314,0.0,0.0204174128977318,0.009,1.0
USW00024144,Helena,46.6056,-111.9636,1165.0,789.9091496716317,3295.386661869666,1141.6321405476692,3355.997506048053,0.00516391122224,0.0,0.0222493948500073,0.0403,1.0
USW00024149,Lewiston,46.3747,-117.0156,433.0,420.5526393603859,3676.121515465208,763.942150999633,3743.0912061148592,0.0605864346029037,0.0,0.0783574807069729,0.027,1.0
USW00024153,Missoula,46.9208,-114.0925,973.0,624.1636107545337,3460.966276425435,975.8279242401784,3518.401182302773,0.0155905434386586,0.0,0.0386673483303045,0.0704,1.0
USW00024155,Pendleton,45.6906,-118.8528,461.0,326.54396299715467,3813.225475606523,631.7263003515268,3889.991059971216,0.1133857277362378,0.0,0.1217537965303143,0.0065,1.0
USW00024157,Spokane,47.6217,-117.5281,716.0,354.57087505242333,3727.7368300360936,708.1285345943429,3776.493864369115,0.0940615584725847,0.0,0.0943797776443877,0.0884,1.0
USW00024163,TriCities,46.2667,-119.1167,122.0,275.22387915263636,3836.35809567316,604.9843282789727,3904.877842210319,0.1596412991211282,0.0,0.1331053408756896,0.0184,1.0
USW00024213,Eureka,40.8097,-124.1603,6.0,3.605354273773022,4204.367873251244,117.98216224791318,4406.252710551553,0.976250861706728,0.0,0.6748438999687559,0.1613,0.977
USW00024221,EUGENE,44.1278,-123.2206,108.0,71.7257085007986,4144.3962889472805,271.98383564696206,4253.706835286523,0.6199159404802634,0.0,0.4038899716602555,0.0713,1.0
USW00024232,Salem,44.905,-123.0011,61.0,80.85169155717077,4135.573781066909,305.56976175823235,4222.613925236515,0.5833247138798631,0.0,0.3611124502822808,0.1859,1.0
USW00024233,Seattle,47.4444,-122.3139,113.0,6.144455585138796,4084.7126762378334,352.18949126548847,4136.269632119223,0.9598646085427704,0.0,0.3091387817969704,0.1662,1.0
USW00024257,Redding,40.5175,-122.2986,153.0,153.22542719029062,4047.019083785789,263.8302947706923,4261.830266722598,0.3600534278190511,0.0,0.4150176141561842,0.0875,1.0
USW00024286,CrescentCity,41.7803,-124.2367,16.0,1.0741115077023282,4212.179139947781,136.28789057813196,4386.827776928483,0.9928648336516176,0.0,0.6348967012027431,0.1025,0.973
USW00053920,Russellville,35.2578,-93.0947,116.0,590.8064967066906,1437.440529336115,2352.3890799244527,1906.1579915100444,0.0194733195587989,0.0,0.0,0.302,1.0
USW00093037,ColoradoSprings,38.81,-104.6883,1882.0,1138.79771885418,2530.356158385851,1525.7324941613626,2823.3743526423127,0.0005044787740173,0.0,0.0,0.0171,1.0
USW00093058,Pueblo,38.29,-104.4983,1424.0,1110.4480725669948,2502.605811550258,1507.7849953734524,2817.363964230952,0.0006094295815826,0.0,0.0,0.0078,1.0
USW00093134,LosAngeles,34.0511,-118.2353,85.0,23.427871721819972,3692.130490603142,236.3414315371711,4130.675993206101,0.8554002324212181,0.0,0.454842182525432,0.0396,1.0
USW00093193,Fresno,36.78,-119.7194,101.0,182.2392233322607,3824.38376061097,302.2807302793466,4158.53600615995,0.2967313320280763,0.0,0.3650932661781658,0.0227,1.0
USW00093721,Baltimore,39.1836,-76.6542,38.0,10.469932926940848,410.83766328411946,3840.934492274281,410.1436811260403,0.9325807343259076,0.2542444997267984,0.0,0.3247,1.0
USW00093729,CapeHatteras,35.2325,-75.6219,8.0,2.109143100919991,27.205630766885974,3936.131060358721,485.52672928742334,0.9860374394989326,0.9133049586798088,0.0,0.0669,0.962
USW00093805,Tallahassee,30.3975,-84.3289,20.0,36.84385766611577,491.5681616894082,3176.6362814507333,1443.2677553945057,0.7822149392917742,0.1942594700678462,0.0,0.3598,1.0
USW00093812,Cincinnati,39.1033,-84.4189,143.0,620.9853003022118,916.7011636458576,3173.747033741609,1077.4238862985958,0.0159244119883395,0.0470911334341747,0.0,0.3434,1.0
USW00093815,Dayton,39.9061,-84.2186,302.0,616.304110702284,943.6828641147456,3204.7224714637837,1063.507252659434,0.016429215906562,0.0430406807294429,0.0,0.1809,1.0
USW00093817,Evansville,38.0442,-87.5206,121.0,818.519971072965,1111.7118347215724,2889.3992109109063,1354.2396803200097,0.0042671897475668,0.0245828528983666,0.0,0.2255,1.0
USW00093819,Indianapolis,39.7075,-86.2803,240.0,786.7563874025375,1090.0685215879114,3027.522595954158,1238.1764453972885,0.0052735971259182,0.0264219086830731,0.0,0.1045,1.0
USW00093820,Lexington,38.0408,-84.6058,294.0,638.1066042778172,881.9153926173849,3142.239089886676,1100.793095321019,0.0142066654230292,0.052880640277424,0.0,0.0864,1.0
USW00093821,Louisville,38.1811,-85.7392,144.0,735.4855773938084,978.45387808351,3045.802437616588,1197.6676998409666,0.0074225160972004,0.0383303630881887,0.0,0.1811,1.0
USW00093822,Springfield,39.8447,-89.6839,178.0,1028.6981984757615,1364.5391576458562,2747.505438212991,1529.2152865415062,0.0010510264826422,0.0105834495759289,0.0,0.2407,1.0
USW00093824,Zaneville,39.9444,-81.8922,270.0,425.7480528713175,784.3319151580655,3401.4546561593825,866.6609912963536,0.0585238829515769,0.0732087948364194,0.0,0.373,1.0
USW00093842,ColumbusGA,32.5161,-84.9422,117.0,255.71081472464545,628.1805733737745,3095.4148119511565,1345.351018769743,0.1818198777183556,0.1232013531504184,0.0,0.3446,1.0
USW00093874,Gulfport,30.4119,-89.0808,4.0,5.48878700734959,938.2465986264044,2724.1648078650196,1801.6055302523275,0.9640694789373252,0.0438277253899948,0.0,0.2756,1.0
USW00093988,PineBluff,34.175,-91.9347,61.0,451.59950421829785,1302.6184599170952,2446.0447622910997,1845.0683595702428,0.0492589914036694,0.0,0.0,0.1867,1.0
USW00094008,Glasgow,48.2138,-106.6213,697.0,1157.9304838242026,2946.263846989547,1508.8534071463864,2969.6393570714195,0.0004440663548543,0.0,0.0,0.0135,1.0
USW00094012,Havre,48.5428,-109.7633,787.0,924.332693144989,3179.2117230208187,1274.4357784247866,3204.441712584621,0.0021075735820934,0.0,0.0,0.0019,1.0
USW00094014,Williston,48.1739,-103.6367,581.0,1214.8816810459434,2736.3263535135534,1728.7947260278463,2750.8863800730037,0.0003037786620894,0.0,0.0,0.0077,1.0
USW00094040,McCook,40.2064,-100.5914,778.0,1272.7619242421504,2235.687686859073,1905.9584770586823,2455.007365661519,0.0002065269811146,0.0,0.0,0.0103,1.0
USW00094129,Pullman,46.7439,-117.1086,771.0,403.3404844751702,3686.6795388395567,751.7062546641033,3748.21926129752,0.067953164859709,0.0,0.0816194640405581,0.0141,1.0
USW00094224,Astoria,46.1569,-123.8825,2.0,3.5980759455425653,4202.760524946451,240.06943999413548,4270.756417374543,0.9762982326840356,0.0,0.4492249714843215,0.2283,1.0
USW00094236,KlamathFalls,42.1469,-121.7242,1244.0,206.12078997115765,4006.416817597887,347.9507225249684,4175.189669938083,0.2530574857129206,0.0,0.3135376778033906,0.0191,1.0
USW00094298,Vancouver,45.6208,-122.6572,5.0,73.56387473194077,4108.762625409669,337.5763138474878,4184.673168772777,0.6123655740763498,0.0,0.3245698929318135,0.1609,1.0
USW00094728,NewYork,40.7789,-73.9692,44.0,1.8636302834862135,386.3790829937629,4078.2693637261855,304.3558867155082,0.9876526598617912,0.2758411074614628,0.0,0.0536,1.0
USW00094746,Worcester,42.2706,-71.8731,304.0,66.21280203882269,391.4146905126946,4261.888262088694,370.95838278981256,0.6431233871313475,0.2712496579770632,0.0,0.5322,1.0
USW00094815,Kalamazoo,42.2347,-85.5519,263.0,809.4280487931106,1182.895502913863,3151.034864752447,1219.2515018166646,0.0045338355772117,0.0193902481938734,0.0,0.2298,1.0
USW00094822,Rockford,42.1928,-89.0931,220.0,1077.5591913947806,1424.6233136062483,2870.790204134873,1502.7141842849885,0.0007588336742208,0.0086625652789282,0.0,0.1534,1.0
USW00094823,Pittsburgh,40.4847,-80.2144,340.0,325.08790251893237,724.8789654084978,3550.559853067421,738.2835497917661,0.1144917302531446,0.0892545197606851,0.0,0.4308,1.0
USW00094830,Toledo,41.5886,-83.8014,203.0,647.803802618282,1025.4426781835268,3274.805127930407,1060.6202308709562,0.0133172909397691,0.0327732626013695,0.0,0.2997,1.0
USW00094846,Chicago,41.995,-87.9336,200.0,979.8464892194186,1330.5162307517585,2954.931049583653,1404.6393777580292,0.0014556395405963,0.0118544245362153,0.0,0.0936,1.0
USW00094847,Detroit,42.2314,-83.3308,191.0,648.8549980090406,1045.998048617038,3328.3743488600303,1044.702927934176,0.0132242900284635,0.0306029104421913,0.0,0.1572,1.0
USW00094850,Marquette,46.5311,-87.5483,430.0,707.4468206503451,1615.2257904135097,2948.7437669708743,1551.6202175024528,0.0089481171988554,0.0045890329285996,0.0,0.5653,1.0
USW00094860,GrandRapids,42.8939,-85.5447,237.0,842.2744796965171,1228.9389202784305,3171.43067164545,1240.1425470803697,0.0036422152474676,0.0166313956179335,0.0,0.2745,1.0
USW00094908,Dubuque,42.3978,-90.7036,319.0,1210.9388732073237,1552.847039351402,2754.212894045349,1637.121189650724,0.000311869470529,0.0,0.0,0.1832,1.0
USW00094910,Waterloo,42.5544,-92.4011,263.0,1293.154944794641,1686.6700744751724,2632.294742895158,1777.38283360122,0.0001802739417643,0.0,0.0,0.1062,1.0
USW00094929,Ashland,46.5486,-90.9189,249.0,894.2472693263427,1814.951413895638,2701.963844529597,1783.4604077600115,0.0025756625881614,0.0,0.0,0.3888,1.0
USW00094949,Hastings,40.6044,-98.4272,591.0,1249.7941299969968,2081.6947824015074,2086.949475328533,2269.237716156403,0.0002406996020097,0.0,0.0,0.0132,1.0
USW00094950,Mitchell,43.7667,-98.0333,396.0,1508.134232635029,2161.4572282895683,2276.0944320493404,2247.197685106361,4.3003535807628966e-05,0.0,0.0,0.0133,1.0
USW00094973,Hayward,46.0261,-91.4442,368.0,962.2308743801664,1811.971533333834,2680.609247822381,1799.0716457914573,0.0016370286227456,0.0,0.0,0.5039,1.0