USDA, National Agricultural Statistics Service, 2019 Illinois Cropland Data Layer CLASSIFICATION INPUTS: DEIMOS-1 DATE 20190421 SCENE IDENTIFIER DC8 DEIMOS-1 DATE 20190428 SCENE IDENTIFIER E06 DEIMOS-1 DATE 20190505 SCENE IDENTIFIER E4D DEIMOS-1 DATE 20190515 SCENE IDENTIFIER EAB DEIMOS-1 DATE 20190522 SCENE IDENTIFIER EEA DEIMOS-1 DATE 20190601 SCENE IDENTIFIER F35 DEIMOS-1 DATE 20190608 SCENE IDENTIFIER F80 DEIMOS-1 DATE 20190611 SCENE IDENTIFIER F9D DEIMOS-1 DATE 20190618 SCENE IDENTIFIER FE9 DEIMOS-1 DATE 20190625 SCENE IDENTIFIER 030 DEIMOS-1 DATE 20190712 SCENE IDENTIFIER 0CF RESOURCESAT-2 LISS-3 20190428 PATH 275 RESOURCESAT-2 LISS-3 20190508 PATH 277 RESOURCESAT-2 LISS-3 20190728 PATH 274 RESOURCESAT-2 LISS-3 20190802 PATH 275 RESOURCESAT-2 LISS-3 20190807 PATH 276 LANDSAT 8 OLI/TIRS REAL-TIME DATE 20190523 PATH 024 LANDSAT 8 OLI/TIRS REAL-TIME DATE 20190601 PATH 023 LANDSAT 8 OLI/TIRS REAL-TIME DATE 20190626 PATH 022 LANDSAT 8 OLI/TIRS REAL-TIME DATE 20190719 PATH 023 LANDSAT 8 OLI/TIRS REAL-TIME DATE 20190827 PATH 024 LANDSAT 8 OLI/TIRS REAL-TIME DATE 20190829 PATH 022 LANDSAT 8 OLI/TIRS REAL-TIME DATE 20190905 PATH 023 USGS, NATIONAL ELEVATION DATASET USGS, NATIONAL LAND COVER DATABASE 2016 IMPERVIOUSNESS USGS, NATIONAL LAND COVER DATABASE 2011 TREE CANOPY USDA, NASS CROPLAND DATA LAYERS 2008-2018 SENTINEL-2A DATE 20181122 RELATIVE ORBIT NUMBER 126 SENTINEL-2A DATE 20190504 RELATIVE ORBIT NUMBER 026 SENTINEL-2A DATE 20190514 RELATIVE ORBIT NUMBER 026 SENTINEL-2A DATE 20190531 RELATIVE ORBIT NUMBER 126 SENTINEL-2A DATE 20190610 RELATIVE ORBIT NUMBER 126 SENTINEL-2A DATE 20190613 RELATIVE ORBIT NUMBER 026 SENTINEL-2A DATE 20190630 RELATIVE ORBIT NUMBER 126 SENTINEL-2A DATE 20190703 RELATIVE ORBIT NUMBER 026 SENTINEL-2A DATE 20190720 RELATIVE ORBIT NUMBER 126 SENTINEL-2A DATE 20190723 RELATIVE ORBIT NUMBER 026 SENTINEL-2A DATE 20190802 RELATIVE ORBIT NUMBER 026 SENTINEL-2A DATE 20190809 RELATIVE ORBIT NUMBER 126 SENTINEL-2A DATE 20190829 RELATIVE ORBIT NUMBER 126 SENTINEL-2B DATE 20181018 RELATIVE ORBIT NUMBER 126 SENTINEL-2B DATE 20181021 RELATIVE ORBIT NUMBER 026 SENTINEL-2B DATE 20181110 RELATIVE ORBIT NUMBER 026 SENTINEL-2B DATE 20190426 RELATIVE ORBIT NUMBER 126 SENTINEL-2B DATE 20190516 RELATIVE ORBIT NUMBER 126 SENTINEL-2B DATE 20190519 RELATIVE ORBIT NUMBER 026 SENTINEL-2B DATE 20190529 RELATIVE ORBIT NUMBER 026 SENTINEL-2B DATE 20190605 RELATIVE ORBIT NUMBER 126 SENTINEL-2B DATE 20190708 RELATIVE ORBIT NUMBER 026 SENTINEL-2B DATE 20190718 RELATIVE ORBIT NUMBER 026 SENTINEL-2B DATE 20190725 RELATIVE ORBIT NUMBER 126 SENTINEL-2B DATE 20190804 RELATIVE ORBIT NUMBER 126 SENTINEL-2B DATE 20190814 RELATIVE ORBIT NUMBER 126 SENTINEL-2B DATE 20190824 RELATIVE ORBIT NUMBER 126 SENTINEL-2B DATE 20190827 RELATIVE ORBIT NUMBER 026 SENTINEL-2B DATE 20190906 RELATIVE ORBIT NUMBER 026 SENTINEL-2B DATE 20190913 RELATIVE ORBIT NUMBER 126 UK-DMC-2 DATE 20190426 SCENE IDENTIFIER C7F UK-DMC-2 DATE 20190513 SCENE IDENTIFIER D06 UK-DMC-2 DATE 20190523 SCENE IDENTIFIER D62 UK-DMC-2 DATE 20190602 SCENE IDENTIFIER DC1 UK-DMC-2 DATE 20190705 SCENE IDENTIFIER EF9 TRAINING AND VALIDATION: USDA, FARM SERVICE AGENCY 2019 COMMON LAND UNIT DATA USGS, NATIONAL LAND COVER DATABASE 2016NOTE: 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, 2019 Illinois Cropland Data Layer STATEWIDE AGRICULTURAL ACCURACY REPORT Crop-specific covers only *Correct Accuracy Error Kappa ------------------------- ------- -------- ------ ----- OVERALL ACCURACY** 584,021 89.2% 10.8% 0.825 Cover Attribute *Correct Producer's Omission User's Commission Cond'l Type Code Pixels Accuracy Error Kappa Accuracy Error Kappa ---- ---- ------ -------- ----- ----- -------- ----- ----- Corn 1 282,022 92.7% 7.3% 0.894 96.4% 3.6% 0.947 Rice 3 0 0.0% 100.0% 0.000 n/a n/a n/a Sorghum 4 146 29.6% 70.4% 0.295 90.1% 9.9% 0.901 Soybeans 5 255,004 91.7% 8.3% 0.884 94.9% 5.1% 0.927 Sunflower 6 1 20.0% 80.0% 0.200 100.0% 0.0% 1.000 Tobacco 11 2 40.0% 60.0% 0.400 100.0% 0.0% 1.000 Sweet Corn 12 88 36.4% 63.6% 0.364 85.4% 14.6% 0.854 Pop or Orn Corn 13 463 71.9% 28.1% 0.719 94.7% 5.3% 0.947 Barley 21 1 16.7% 83.3% 0.167 100.0% 0.0% 1.000 Spring Wheat 23 0 0.0% 100.0% 0.000 n/a n/a n/a Winter Wheat 24 1,973 61.2% 38.8% 0.611 78.8% 21.2% 0.787 Dbl Crop WinWht/Soybeans 26 9,978 82.2% 17.8% 0.820 89.6% 10.4% 0.895 Rye 27 52 34.7% 65.3% 0.347 88.1% 11.9% 0.881 Oats 28 133 36.8% 63.2% 0.368 92.4% 7.6% 0.924 Millet 29 3 15.0% 85.0% 0.150 60.0% 40.0% 0.600 Canola 31 0 n/a n/a n/a 0.0% 100.0% 0.000 Alfalfa 36 1,357 37.9% 62.1% 0.378 64.3% 35.7% 0.642 Other Hay/Non Alfalfa 37 753 13.6% 86.4% 0.134 44.6% 55.4% 0.443 Sugarbeets 41 1 14.3% 85.7% 0.143 100.0% 0.0% 1.000 Dry Beans 42 17 26.2% 73.8% 0.262 81.0% 19.0% 0.810 Potatoes 43 129 64.8% 35.2% 0.648 92.8% 7.2% 0.928 Other Crops 44 15 27.3% 72.7% 0.273 88.2% 11.8% 0.882 Misc Vegs & Fruits 47 0 0.0% 100.0% 0.000 n/a n/a n/a Watermelons 48 8 61.5% 38.5% 0.615 50.0% 50.0% 0.500 Peas 53 19 32.8% 67.2% 0.328 86.4% 13.6% 0.864 Herbs 57 0 0.0% 100.0% 0.000 0.0% 100.0% 0.000 Clover/Wildflowers 58 20 10.3% 89.7% 0.103 62.5% 37.5% 0.625 Sod/Grass Seed 59 169 61.9% 38.1% 0.619 83.7% 16.3% 0.837 Switchgrass 60 0 0.0% 100.0% 0.000 n/a n/a n/a Fallow/Idle Cropland 61 31,370 79.1% 20.9% 0.783 85.4% 14.6% 0.848 Peaches 67 6 16.7% 83.3% 0.167 85.7% 14.3% 0.857 Apples 68 1 11.1% 88.9% 0.111 50.0% 50.0% 0.500 Christmas Trees 70 0 0.0% 100.0% 0.000 0.0% 100.0% 0.000 Other Tree Crops 71 0 0.0% 100.0% 0.000 n/a n/a n/a Walnuts 76 26 49.1% 50.9% 0.491 72.2% 27.8% 0.722 Triticale 205 0 0.0% 100.0% 0.000 n/a n/a n/a Cantaloupes 209 2 50.0% 50.0% 0.500 100.0% 0.0% 1.000 Peppers 216 0 0.0% 100.0% 0.000 n/a n/a n/a Greens 219 6 66.7% 33.3% 0.667 100.0% 0.0% 1.000 Squash 222 1 10.0% 90.0% 0.100 100.0% 0.0% 1.000 Dbl Crop WinWht/Corn 225 45 31.0% 69.0% 0.310 80.4% 19.6% 0.804 Dbl Crop Triticale/Corn 228 7 53.8% 46.2% 0.538 63.6% 36.4% 0.636 Pumpkins 229 147 49.7% 50.3% 0.497 93.6% 6.4% 0.936 Dbl Crop WinWht/Sorghum 236 54 46.6% 53.4% 0.465 94.7% 5.3% 0.947 Dbl Crop Corn/Soybeans 241 0 0.0% 100.0% 0.000 0.0% 100.0% 0.000 Cabbage 243 0 0.0% 100.0% 0.000 n/a n/a n/a Gourds 249 2 50.0% 50.0% 0.500 50.0% 50.0% 0.500 Dbl Crop Barley/Soybeans 254 0 0.0% 100.0% 0.000 n/a n/a n/a *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 2016). 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/>.
Data Dictionary: USDA, National Agricultural Statistics Service, 2019 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 1-60 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 "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 "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 "228" Dbl Crop Triticale/Corn "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