Mar 26 Informal Response

For this excercise I downloaded and compiled the geospatial raster data for Jordan. The raster is stacked on 52 second-level administration districts. The summary statistics of several districts are displayed below:

ID sum.water sum.cultivated sum.tree sum.shrub sum.herb sum.sparse_veg sum.aqua_veg sum.artificial sum.bare sum.coastline sum.road sum.intersection sum.reserve sum.topo sum.slope sum.ntl sum.pop20 mean.water mean.cultivated mean.tree mean.shrub mean.herb mean.sparse_veg mean.aqua_veg mean.artificial mean.bare mean.coastline mean.road mean.intersection mean.reserve mean.topo mean.slope mean.ntl mean.pop20
1 679726.9375 -37943.9296875 123742.2265625 1173158 1856156.5 125708.7890625 3903620.75 81538.625 167961.875 3948423.75 25916.6484375 93419.078125 2059266 40397040 415986.21875 301959.65625 178169.03125 15.2187347412109 -0.849544942378998 2.77052450180054 26.2664012908936 41.5583839416504 2.8145546913147 87.4000473022461 1.82560765743256 3.76057958602905 88.4031677246094 0.580260336399078 2.09160470962524 46.105899810791 904.468811035156 9.31371593475342 6.76072025299072 3.98911237716675
2 92431.765625 -5425.6640625 13740.01171875 168408.40625 532834.8125 18928.279296875 1024249.75 69028.5703125 49927.67578125 1005303.25 9203.046875 30747.06640625 479776.125 7245589.5 153373.359375 21520.43359375 14231.61328125 7.78123188018799 -0.456751525402069 1.15668261051178 14.1772136688232 44.8559150695801 1.59344935417175 86.2249526977539 5.81106853485107 4.20308780670166 84.6299743652344 0.774744927883148 2.58839654922485 40.3892478942871 609.959289550781 12.9115104675293 1.8116660118103 1.19806742668152
3 635918.375 7436.59326171875 214245.15625 87985.5078125 568381.4375 37367.82421875 2737731.5 10271.8359375 42454.78515625 3389220.25 8530.125 24236.21875 2195654.5 26847208 212648.546875 952856.125 1027960.8125 20.0620250701904 0.234610483050346 6.75903034210205 2.77577662467957 17.9313621520996 1.1788843870163 86.3702621459961 0.324057042598724 1.33936834335327 106.923500061035 0.269109338521957 0.764606952667236 69.2687530517578 846.978759765625 6.70866012573242 30.06081199646 32.4302253723145
4 21330996 12587083 51828000 43823848 26317780 7897307 65079440 18759998 -6335014 124755784 5559978.5 12875391 91806688 519829984 1086544.625 385142.21875 46122.51953125 29.8160591125488 17.5939846038818 72.4441909790039 61.2561378479004 36.786491394043 11.0387048721313 90.966796875 26.2223682403564 -8.85496139526367 174.381256103516 7.77163171768188 17.996976852417 128.325637817383 726.608459472656 1.51875138282776 0.538344442844391 0.0644691810011864
5 2703598.25 870812.9375 3269722.25 2610496 2274237.75 1029944.5 7847979.5 1418280.625 -859366.3125 11776213 237230.515625 1175090.625 8644696 58776232 116775.59375 164475.578125 22360.484375 33.8918991088867 10.9163789749146 40.9887428283691 32.724781036377 28.50950050354 12.9112281799316 98.3810806274414 17.7793502807617 -10.7728853225708 147.624816894531 2.97388577461243 14.7307577133179 108.368598937988 736.809936523438 1.46388113498688 2.06184101104736 0.280307650566101
51 252526.25 1690.00439453125 285164.9375 245268.234375 344445.75 8728.181640625 1814475.75 45530.984375 5969.771484375 2046425.875 13705.4677734375 41836.36328125 1251393.125 12030597 142785.515625 103288.890625 108532.34375 13.9515428543091 0.0933691784739494 15.7547616958618 13.5505523681641 19.0299015045166 0.482213646173477 100.245956420898 2.51549077033997 0.329817295074463 113.06071472168 0.757198214530945 2.31137084960938 69.136833190918 664.665100097656 7.88859844207764 5.70649337768555 5.99618291854858
52 906700.4375 229217.75 2759060 1992459.875 1724501.625 214764.609375 7280673.5 265774.59375 -110534.015625 10759974 172058.140625 307424.71875 7254270 50151720 204734.96875 648894.125 766399.4375 11.3619184494019 2.87234163284302 34.5739479064941 24.9676361083984 21.6098346710205 2.69122838973999 91.2345657348633 3.33043766021729 -1.38510847091675 134.833892822266 2.15607094764709 3.85235786437988 90.9037017822266 628.454284667969 2.56554627418518 8.13133144378662 9.60379791259766

The full summary statistics of all 52 districs can be found here.

Script for this excercise