USDA, National Agricultural Statistics Service, 2016 Wisconsin Cropland Data Layer CLASSIFICATION INPUTS: DEIMOS-1 DATE 20160625 PATH/ROW AB4 DEIMOS-1 DATE 20160702 PATH/ROW AFF DEIMOS-1 DATE 20160709 PATH/ROW B4F DEIMOS-1 DATE 20160716 PATH/ROW BA0 DEIMOS-1 DATE 20160719 PATH/ROW BBD DEIMOS-1 DATE 20160726 PATH/ROW C11 DEIMOS-1 DATE 20160805 PATH/ROW C8D DEIMOS-1 DATE 20160806 PATH/ROW C9B DEIMOS-1 DATE 20160815 PATH/ROW D11 DEIMOS-1 DATE 20160823 PATH/ROW D72 DEIMOS-1 DATE 20160902 PATH/ROW DF6 DEIMOS-1 DATE 20160915 PATH/ROW E93 LANDSAT 8 OLI/TIRS DATE 20160608 PATH 023 ROW(S) 27-40 LANDSAT 8 OLI/TIRS DATE 20160613 PATH 026 ROW(S) 29-42 LANDSAT 8 OLI/TIRS DATE 20160615 PATH 024 ROW(S) 27 29-40 LANDSAT 8 OLI/TIRS DATE 20160620 PATH 027 ROW(S) 26-42 LANDSAT 8 OLI/TIRS DATE 20160622 PATH 025 ROW(S) 26-29 31-40 LANDSAT 8 OLI/TIRS DATE 20160624 PATH 023 ROW(S) 27-40 LANDSAT 8 OLI/TIRS DATE 20160629 PATH 026 ROW(S) 26-42 LANDSAT 8 OLI/TIRS DATE 20160701 PATH 024 ROW(S) 27-40 LANDSAT 8 OLI/TIRS DATE 20160706 PATH 027 ROW(S) 26-42 LANDSAT 8 OLI/TIRS DATE 20160717 PATH 024 ROW(S) 27-28 30-40 LANDSAT 8 OLI/TIRS DATE 20160722 PATH 027 ROW(S) 26-42 LANDSAT 8 OLI/TIRS DATE 20160726 PATH 023 ROW(S) 27-40 LANDSAT 8 OLI/TIRS DATE 20160731 PATH 026 ROW(S) 26-42 LANDSAT 8 OLI/TIRS DATE 20160807 PATH 027 ROW(S) 26-32 34-42 LANDSAT 8 OLI/TIRS DATE 20160816 PATH 026 ROW(S) 26-42 LANDSAT 8 OLI/TIRS DATE 20160818 PATH 024 ROW(S) 27-36 38-40 LANDSAT 8 OLI/TIRS DATE 20160823 PATH 027 ROW(S) 26-31 35-42 LANDSAT 8 OLI/TIRS DATE 20160825 PATH 025 ROW(S) 26-40 LANDSAT 8 OLI/TIRS DATE 20160908 PATH 027 ROW(S) 26-42 LANDSAT 8 OLI/TIRS DATE 20160912 PATH 023 ROW(S) 27-40 USGS, NATIONAL ELEVATION DATASET USGS, NATIONAL LAND COVER DATASET 2011 IMPERVIOUSNESS USGS, NATIONAL LAND COVER DATASET 2011 TREE CANOPY USDA, NASS AG MASK BASED ON 2011-2015 CDLS (INTERNAL USE DATA LAYER) UK-DMC-2 DATE 20160601 PATH/ROW 07C UK-DMC-2 DATE 20160621 PATH/ROW 12C UK-DMC-2 DATE 20160627 PATH/ROW 163 UK-DMC-2 DATE 20160630 PATH/ROW 189 UK-DMC-2 DATE 20160714 PATH/ROW 1D0 UK-DMC-2 DATE 20160716 PATH/ROW 1D5 UK-DMC-2 DATE 20160803 PATH/ROW 270 UK-DMC-2 DATE 20160806 PATH/ROW 286 UK-DMC-2 DATE 20160809 PATH/ROW 2A4 UK-DMC-2 DATE 20160816 PATH/ROW 2E3 UK-DMC-2 DATE 20160822 PATH/ROW 322 UK-DMC-2 DATE 20160901 PATH/ROW 385 TRAINING AND VALIDATION: USDA, FARM SERVICE AGENCY 2016 COMMON LAND UNIT DATA USGS, NATIONAL LAND COVER DATASET 2011 NOTE: The final extent of the CDL is clipped to the state boundary even though the raw input data may encompass a larger area.
USDA, National Agricultural Statistics Service, 2016 Wisconsin Cropland Data Layer STATEWIDE AGRICULTURAL ACCURACY REPORT Crop-specific covers only *Correct Accuracy Error Kappa ------------------------- ------- -------- ------ ----- OVERALL ACCURACY** 522,015 91.5% 8.5% 0.875 Cover Attribute *Correct Producer's Omission User's Commission Cond'l Type Code Pixels Accuracy Error Kappa Accuracy Error Kappa ---- ---- ------ -------- ----- ----- -------- ----- ----- Corn 1 264511 97.21% 2.79% 0.960 95.47% 4.53% 0.936 Sorghum 4 46 12.11% 87.89% 0.121 68.66% 31.34% 0.686 Soybeans 5 134547 94.98% 5.02% 0.941 95.90% 4.10% 0.952 Sunflower 6 56 36.13% 63.87% 0.361 77.78% 22.22% 0.778 Tobacco 11 0 0.00% 100.00% 0.000 n/a n/a n/a Sweet Corn 12 3568 77.26% 22.74% 0.772 91.37% 8.63% 0.913 Pop or Orn Corn 13 10 12.35% 87.65% 0.123 90.91% 9.09% 0.909 Barley 21 166 20.19% 79.81% 0.202 67.21% 32.79% 0.672 Spring Wheat 23 420 59.83% 40.17% 0.598 72.41% 27.59% 0.724 Winter Wheat 24 16530 93.45% 6.55% 0.933 90.22% 9.78% 0.900 Dbl Crop WinWht/Soybeans 26 28 26.42% 73.58% 0.264 82.35% 17.65% 0.824 Rye 27 1023 57.93% 42.07% 0.579 71.79% 28.21% 0.717 Oats 28 2719 47.73% 52.27% 0.475 69.13% 30.87% 0.689 Millet 29 0 0.00% 100.00% 0.000 0.00% 100.00% 0.000 Canola 31 0 0.00% 100.00% 0.000 n/a n/a n/a Alfalfa 36 80653 90.80% 9.20% 0.898 86.19% 13.81% 0.847 Other Hay/Non Alfalfa 37 4936 40.20% 59.80% 0.397 61.74% 38.26% 0.612 Camelina 38 0 n/a n/a n/a 0.00% 100.00% 0.000 Buckwheat 39 0 0.00% 100.00% 0.000 0.00% 100.00% 0.000 Sugarbeets 41 92 32.62% 67.38% 0.326 86.79% 13.21% 0.868 Dry Beans 42 4540 74.94% 25.06% 0.748 84.29% 15.71% 0.842 Potatoes 43 5644 86.39% 13.61% 0.863 95.86% 4.14% 0.958 Other Crops 44 22 64.71% 35.29% 0.647 100.00% 0.00% 1.000 Sweet Potatoes 46 0 0.00% 100.00% 0.000 0.00% 100.00% 0.000 Misc Vegs & Fruits 47 0 0.00% 100.00% 0.000 0.00% 100.00% 0.000 Onions 49 0 n/a n/a n/a 0.00% 100.00% 0.000 Cucumbers 50 8 3.46% 96.54% 0.035 47.06% 52.94% 0.470 Peas 53 774 64.61% 35.39% 0.646 83.23% 16.77% 0.832 Tomatoes 54 0 0.00% 100.00% 0.000 n/a n/a n/a Herbs 57 127 44.25% 55.75% 0.442 88.81% 11.19% 0.888 Clover/Wildflowers 58 462 24.50% 75.50% 0.244 58.19% 41.81% 0.581 Sod/Grass Seed 59 154 61.85% 38.15% 0.618 61.35% 38.65% 0.613 Switchgrass 60 0 0.00% 100.00% 0.000 0.00% 100.00% 0.000 Fallow/Idle Cropland 61 177 18.10% 81.90% 0.181 59.00% 41.00% 0.590 Cherries 66 0 0.00% 100.00% 0.000 0.00% 100.00% 0.000 Apples 68 10 29.41% 70.59% 0.294 66.67% 33.33% 0.667 Grapes 69 0 0.00% 100.00% 0.000 n/a n/a n/a Christmas Trees 70 26 18.98% 81.02% 0.190 60.47% 39.53% 0.605 Aquaculture 92 0 0.00% 100.00% 0.000 n/a n/a n/a Triticale 205 130 32.99% 67.01% 0.330 83.33% 16.67% 0.833 Carrots 206 216 54.14% 45.86% 0.541 67.71% 32.29% 0.677 Broccoli 214 0 0.00% 100.00% 0.000 0.00% 100.00% 0.000 Peppers 216 1 3.70% 96.30% 0.037 33.33% 66.67% 0.333 Greens 219 17 30.91% 69.09% 0.309 36.17% 63.83% 0.362 Strawberries 221 0 0.00% 100.00% 0.000 n/a n/a n/a Squash 222 5 12.20% 87.80% 0.122 100.00% 0.00% 1.000 Dbl Crop WinWht/Corn 225 83 11.26% 88.74% 0.113 83.84% 16.16% 0.838 Dbl Crop Oats/Corn 226 15 5.14% 94.86% 0.051 100.00% 0.00% 1.000 Pumpkins 229 3 5.66% 94.34% 0.057 30.00% 70.00% 0.300 Dbl Crop Barley/Corn 237 0 0.00% 100.00% 0.000 0.00% 100.00% 0.000 Dbl Crop Soybeans/Oats 240 0 0.00% 100.00% 0.000 0.00% 100.00% 0.000 Dbl Crop Corn/Soybeans 241 0 0.00% 100.00% 0.000 n/a n/a n/a Blueberries 242 0 n/a n/a n/a 0.00% 100.00% 0.000 Cabbage 243 289 66.74% 33.26% 0.667 74.68% 25.32% 0.747 Cauliflower 244 0 0.00% 100.00% 0.000 0.00% 100.00% 0.000 Radishes 246 0 0.00% 100.00% 0.000 n/a n/a n/a Cranberries 250 7 18.42% 81.58% 0.184 100.00% 0.00% 1.000 *Correct Pixels represents the total number of independent validation pixels correctly identified in the error matrix. **The Overall Accuracy represents only the FSA row crops and annual fruit and vegetables (codes 1-61, 66-80, 92 and 200-255). FSA-sampled grass and pasture. Non-agricultural and NLCD-sampled categories (codes 62-65, 81-91 and 93-199) are not included in the Overall Accuracy.The accuracy of the non-agricultural land cover classes within the Cropland Data Layer is entirely dependent upon the USGS, National Land Cover Database (NLCD 2011). Thus, the USDA, NASS recommends that users consider the NLCD for studies involving non-agricultural land cover. For more information on the accuracy of the NLCD please reference <https://www.mrlc.gov/>.
Transverse_Mercator: Scale_Factor_at_Central_Meridian: 0.9996 Longitude_of_Central_Meridian: -90 Latitude_of_Projection_Origin: 0 False_Easting: 520000 False_Northing: -4480000 Map_Projection_Parameters: Planar_Coordinate_Information: Planar_Coordinate_Encoding_Method: row and column Coordinate_Representation: Abscissa_Resolution: 30 Ordinate_Resolution: 30 Planar_Distance_Units: meters Geodetic_Model: Horizontal_Datum_Name: NAD83/91 (HARN) Ellipsoid_Name: Geodetic Reference System 80 (GRS80) Semi-major_Axis: 6378137.00 Denominator_of_Flattening_Ratio: 298.257223563
Data Dictionary: USDA, National Agricultural Statistics Service, 2016 Cropland Data Layer Source: USDA, National Agricultural Statistics Service The following is a cross reference list of the categorization codes and land covers. Note that not all land cover categories listed below will appear in an individual state. Raster Attribute Domain Values and Definitions: NO DATA, BACKGROUND 0 Categorization Code Land Cover "0" Background Raster Attribute Domain Values and Definitions: CROPS 1-20 Categorization Code Land Cover "1" Corn "2" Cotton "3" Rice "4" Sorghum "5" Soybeans "6" Sunflower "10" Peanuts "11" Tobacco "12" Sweet Corn "13" Pop or Orn Corn "14" Mint Raster Attribute Domain Values and Definitions: GRAINS,HAY,SEEDS 21-40 Categorization Code Land Cover "21" Barley "22" Durum Wheat "23" Spring Wheat "24" Winter Wheat "25" Other Small Grains "26" Dbl Crop WinWht/Soybeans "27" Rye "28" Oats "29" Millet "30" Speltz "31" Canola "32" Flaxseed "33" Safflower "34" Rape Seed "35" Mustard "36" Alfalfa "37" Other Hay/Non Alfalfa "38" Camelina "39" Buckwheat Raster Attribute Domain Values and Definitions: CROPS 41-60 Categorization Code Land Cover "41" Sugarbeets "42" Dry Beans "43" Potatoes "44" Other Crops "45" Sugarcane "46" Sweet Potatoes "47" Misc Vegs & Fruits "48" Watermelons "49" Onions "50" Cucumbers "51" Chick Peas "52" Lentils "53" Peas "54" Tomatoes "55" Caneberries "56" Hops "57" Herbs "58" Clover/Wildflowers "59" Sod/Grass Seed "60" Switchgrass Raster Attribute Domain Values and Definitions: NON-CROP 61-65 Categorization Code Land Cover "61" Fallow/Idle Cropland "63" Forest "64" Shrubland "65" Barren Raster Attribute Domain Values and Definitions: CROPS 66-80 Categorization Code Land Cover "66" Cherries "67" Peaches "68" Apples "69" Grapes "70" Christmas Trees "71" Other Tree Crops "72" Citrus "74" Pecans "75" Almonds "76" Walnuts "77" Pears Raster Attribute Domain Values and Definitions: OTHER 81-109 Categorization Code Land Cover "81" Clouds/No Data "82" Developed "83" Water "87" Wetlands "88" Nonag/Undefined "92" Aquaculture Raster Attribute Domain Values and Definitions: NLCD-DERIVED CLASSES 110-195 Categorization Code Land Cover "111" Open Water "112" Perennial Ice/Snow "121" Developed/Open Space "122" Developed/Low Intensity "123" Developed/Med Intensity "124" Developed/High Intensity "131" Barren "141" Deciduous Forest "142" Evergreen Forest "143" Mixed Forest "152" Shrubland "176" Grassland/Pasture "190" Woody Wetlands "195" Herbaceous Wetlands Raster Attribute Domain Values and Definitions: CROPS 195-255 Categorization Code Land Cover "204" Pistachios "205" Triticale "206" Carrots "207" Asparagus "208" Garlic "209" Cantaloupes "210" Prunes "211" Olives "212" Oranges "213" Honeydew Melons "214" Broccoli "215" Avocados "216" Peppers "217" Pomegranates "218" Nectarines "219" Greens "220" Plums "221" Strawberries "222" Squash "223" Apricots "224" Vetch "225" Dbl Crop WinWht/Corn "226" Dbl Crop Oats/Corn "227" Lettuce "229" Pumpkins "230" Dbl Crop Lettuce/Durum Wht "231" Dbl Crop Lettuce/Cantaloupe "232" Dbl Crop Lettuce/Cotton "233" Dbl Crop Lettuce/Barley "234" Dbl Crop Durum Wht/Sorghum "235" Dbl Crop Barley/Sorghum "236" Dbl Crop WinWht/Sorghum "237" Dbl Crop Barley/Corn "238" Dbl Crop WinWht/Cotton "239" Dbl Crop Soybeans/Cotton "240" Dbl Crop Soybeans/Oats "241" Dbl Crop Corn/Soybeans "242" Blueberries "243" Cabbage "244" Cauliflower "245" Celery "246" Radishes "247" Turnips "248" Eggplants "249" Gourds "250" Cranberries "254" Dbl Crop Barley/Soybeans