USDA, National Agricultural Statistics Service, 2017 Illinois Cropland Data Layer CLASSIFICATION INPUTS: DEIMOS-1 DATE 20170419 PATH/ROW(S) 6A3 DEIMOS-1 DATE 20170422 PATH/ROW(S) 6C6 DEIMOS-1 DATE 20170425 PATH/ROW(S) 6EA DEIMOS-1 DATE 20170502 PATH/ROW(S) 735 DEIMOS-1 DATE 20170505 PATH/ROW(S) 756 DEIMOS-1 DATE 20170506 PATH/ROW(S) 763 DEIMOS-1 DATE 20170509 PATH/ROW(S) 784 DEIMOS-1 DATE 20170512 PATH/ROW(S) 7A8 DEIMOS-1 DATE 20170516 PATH/ROW(S) 7D6 DEIMOS-1 DATE 20170526 PATH/ROW(S) 845 DEIMOS-1 DATE 20170530 PATH/ROW(S) 876 DEIMOS-1 DATE 20170602 PATH/ROW(S) 892 DEIMOS-1 DATE 20170605 PATH/ROW(S) 8B4 DEIMOS-1 DATE 20170609 PATH/ROW(S) 8E7 DEIMOS-1 DATE 20170616 PATH/ROW(S) 93A DEIMOS-1 DATE 20170622 PATH/ROW(S) 977 DEIMOS-1 DATE 20170626 PATH/ROW(S) 9A6 DEIMOS-1 DATE 20170629 PATH/ROW(S) 9C4 DEIMOS-1 DATE 20170706 PATH/ROW(S) A19 DEIMOS-1 DATE 20170730 PATH/ROW(S) B1E DEIMOS-1 DATE 20170809 PATH/ROW(S) B85 DEIMOS-1 DATE 20170823 PATH/ROW(S) C16 DEIMOS-1 DATE 20170902 PATH/ROW(S) C79 DEIMOS-1 DATE 20170906 PATH/ROW(S) C9A DEIMOS-1 DATE 20170916 PATH/ROW(S) CED LANDSAT 8 OLI/TIRS DATE 20170415 PATH 024 ROW(S) 31-42 LANDSAT 8 OLI/TIRS DATE 20170417 PATH 022 ROW(S) 26-27 30-31 38 40-41 LANDSAT 8 OLI/TIRS DATE 20170422 PATH 025 ROW(S) 27-32 40-41 LANDSAT 8 OLI/TIRS DATE 20170424 PATH 023 ROW(S) 30-42 LANDSAT 8 OLI/TIRS DATE 20170508 PATH 025 ROW(S) 26-40 LANDSAT 8 OLI/TIRS DATE 20170510 PATH 023 ROW(S) 26-40 LANDSAT 8 OLI/TIRS DATE 20170519 PATH 022 ROW(S) 26-41 LANDSAT 8 OLI/TIRS DATE 20170524 PATH 025 ROW(S) 26-41 LANDSAT 8 OLI/TIRS DATE 20170526 PATH 023 ROW(S) 26-29 32-42 LANDSAT 8 OLI/TIRS DATE 20170602 PATH 024 ROW(S) 26-40 LANDSAT 8 OLI/TIRS DATE 20170604 PATH 022 ROW(S) 29-33 37-40 LANDSAT 8 OLI/TIRS DATE 20170609 PATH 025 ROW(S) 26-40 LANDSAT 8 OLI/TIRS DATE 20170611 PATH 023 ROW(S) 26-40 LANDSAT 8 OLI/TIRS DATE 20170618 PATH 024 ROW(S) 29-33 37-40 LANDSAT 8 OLI/TIRS DATE 20170620 PATH 022 ROW(S) 30-37 LANDSAT 8 OLI/TIRS DATE 20170627 PATH 023 ROW(S) 26-39 LANDSAT 8 OLI/TIRS DATE 20170704 PATH 024 ROW(S) 26-40 LANDSAT 8 OLI/TIRS DATE 20170706 PATH 022 ROW(S) 26-40 LANDSAT 8 OLI/TIRS DATE 20170711 PATH 025 ROW(S) 26-40 LANDSAT 8 OLI/TIRS DATE 20170713 PATH 023 ROW(S) 29-40 LANDSAT 8 OLI/TIRS DATE 20170720 PATH 024 ROW(S) 26-40 LANDSAT 8 OLI/TIRS DATE 20170727 PATH 025 ROW(S) 26-40 LANDSAT 8 OLI/TIRS DATE 20170729 PATH 023 ROW(S) 27-38 40 LANDSAT 8 OLI/TIRS DATE 20170823 PATH 022 ROW(S) 28-40 LANDSAT 8 OLI/TIRS DATE 20170830 PATH 023 ROW(S) 27-39 LANDSAT 8 OLI/TIRS DATE 20170908 PATH 022 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 2012-2016 CDLS (INTERNAL USE DATA LAYER) SENTINEL-2 DATE 20170418 PATH/ROW(S) 083 SENTINEL-2 DATE 20170424 PATH/ROW(S) 026 SENTINEL-2 DATE 20170508 PATH/ROW(S) 083 SENTINEL-2 DATE 20170514 PATH/ROW(S) 026 SENTINEL-2 DATE 20170521 PATH/ROW(S) 126 SENTINEL-2 DATE 20170603 PATH/ROW(S) 026 SENTINEL-2 DATE 20170610 PATH/ROW(S) 126 SENTINEL-2 DATE 20170623 PATH/ROW(S) 026 SENTINEL-2 DATE 20170713 PATH/ROW(S) 026 SENTINEL-2 DATE 20170802 PATH/ROW(S) 026 SENTINEL-2 DATE 20170829 PATH/ROW(S) 126 SENTINEL-2 DATE 20170911 PATH/ROW(S) 026 UK-DMC-2 DATE 20170416 PATH/ROW(S) EC5 UK-DMC-2 DATE 20170419 PATH/ROW(S) EEE UK-DMC-2 DATE 20170426 PATH/ROW(S) F41 UK-DMC-2 DATE 20170529 PATH/ROW(S) 0C8 UK-DMC-2 DATE 20170601 PATH/ROW(S) 0F1 UK-DMC-2 DATE 20170605 PATH/ROW(S) 11B UK-DMC-2 DATE 20170612 PATH/ROW(S) 171 UK-DMC-2 DATE 20170618 PATH/ROW(S) 1B8 UK-DMC-2 DATE 20170625 PATH/ROW(S) 1FC UK-DMC-2 DATE 20170708 PATH/ROW(S) 271 UK-DMC-2 DATE 20170715 PATH/ROW(S) 2B6 UK-DMC-2 DATE 20170718 PATH/ROW(S) 2E2 UK-DMC-2 DATE 20170721 PATH/ROW(S) 30D UK-DMC-2 DATE 20170725 PATH/ROW(S) 33F UK-DMC-2 DATE 20170731 PATH/ROW(S) 385 UK-DMC-2 DATE 20170801 PATH/ROW(S) 394 UK-DMC-2 DATE 20170814 PATH/ROW(S) 445 UK-DMC-2 DATE 20170824 PATH/ROW(S) 4AC UK-DMC-2 DATE 20170916 PATH/ROW(S) 5E5 TRAINING AND VALIDATION: USDA, FARM SERVICE AGENCY 2017 COMMON LAND UNIT DATA USGS, NATIONAL LAND COVER DATASET 2011NOTE: 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, 2017 Illinois Cropland Data Layer STATEWIDE AGRICULTURAL ACCURACY REPORT Crop-specific covers only *Correct Accuracy Error Kappa ------------------------- ------- -------- ------ ----- OVERALL ACCURACY** 581731 89.0% 11.0% 0.805 Cover Attribute *Correct Producer's Omission User's Commission Cond'l Type Code Pixels Accuracy Error Kappa Accuracy Error Kappa ---- ---- ------ -------- ----- ----- -------- ----- ----- Corn 1 296780 92.0% 8.0% 0.884 96.0% 4.0% 0.941 Rice 3 1 4.3% 95.7% 0.043 100.0% 0.0% 1.000 Sorghum 4 50 11.6% 88.4% 0.116 53.8% 46.2% 0.537 Soybeans 5 272911 89.6% 10.4% 0.855 96.6% 3.4% 0.951 Sunflower 6 1 3.4% 96.6% 0.034 50.0% 50.0% 0.500 Tobacco 11 0 0.0% 100.0% 0.000 n/a n/a n/a Pop or Orn Corn 13 536 68.6% 31.4% 0.686 90.8% 9.2% 0.908 Barley 21 4 12.5% 87.5% 0.125 100.0% 0.0% 1.000 Spring Wheat 23 2 10.5% 89.5% 0.105 100.0% 0.0% 1.000 Winter Wheat 24 1112 58.3% 41.7% 0.582 77.3% 22.7% 0.772 Dbl Crop WinWht/Soybeans 26 7582 77.6% 22.4% 0.774 88.3% 11.7% 0.882 Rye 27 23 11.8% 88.2% 0.118 51.1% 48.9% 0.511 Oats 28 118 47.6% 52.4% 0.476 85.5% 14.5% 0.855 Millet 29 0 0.0% 100.0% 0.000 n/a n/a n/a Alfalfa 36 1129 33.7% 66.3% 0.336 69.4% 30.6% 0.693 Other Hay/Non Alfalfa 37 447 8.7% 91.3% 0.087 51.7% 48.3% 0.515 Buckwheat 39 0 0.0% 100.0% 0.000 n/a n/a n/a Sugarbeets 41 0 0.0% 100.0% 0.000 n/a n/a n/a Dry Beans 42 38 32.8% 67.2% 0.328 79.2% 20.8% 0.792 Potatoes 43 135 78.9% 21.1% 0.789 87.1% 12.9% 0.871 Other Crops 44 0 0.0% 100.0% 0.000 0.0% 100.0% 0.000 Misc Vegs & Fruits 47 0 0.0% 100.0% 0.000 n/a n/a n/a Watermelons 48 22 66.7% 33.3% 0.667 53.7% 46.3% 0.537 Cucumbers 50 0 0.0% 100.0% 0.000 n/a n/a n/a Peas 53 17 27.4% 72.6% 0.274 94.4% 5.6% 0.944 Herbs 57 10 15.9% 84.1% 0.159 62.5% 37.5% 0.625 Clover/Wildflowers 58 26 12.6% 87.4% 0.126 51.0% 49.0% 0.510 Sod/Grass Seed 59 145 47.7% 52.3% 0.477 81.5% 18.5% 0.815 Switchgrass 60 0 0.0% 100.0% 0.000 n/a n/a n/a Fallow/Idle Cropland 61 280 29.9% 70.1% 0.299 75.7% 24.3% 0.757 Peaches 67 0 0.0% 100.0% 0.000 n/a n/a n/a Apples 68 0 0.0% 100.0% 0.000 n/a n/a n/a Grapes 69 0 0.0% 100.0% 0.000 n/a n/a n/a Christmas Trees 70 0 0.0% 100.0% 0.000 0.0% 100.0% 0.000 Pecans 74 0 0.0% 100.0% 0.000 n/a n/a n/a Walnuts 76 55 57.9% 42.1% 0.579 83.3% 16.7% 0.833 Triticale 205 0 0.0% 100.0% 0.000 n/a n/a n/a Peppers 216 0 0.0% 100.0% 0.000 n/a n/a n/a Squash 222 0 0.0% 100.0% 0.000 n/a n/a n/a Dbl Crop WinWht/Corn 225 6 4.0% 96.0% 0.040 100.0% 0.0% 1.000 Dbl Crop Oats/Corn 226 0 0.0% 100.0% 0.000 n/a n/a n/a Pumpkins 229 298 72.9% 27.1% 0.728 76.6% 23.4% 0.766 Dbl Crop WinWht/Sorghum 236 3 23.1% 76.9% 0.231 100.0% 0.0% 1.000 Dbl Crop Barley/Corn 237 0 0.0% 100.0% 0.000 n/a n/a n/a Dbl Crop Soybeans/Oats 240 0 0.0% 100.0% 0.000 n/a n/a n/a Dbl Crop Corn/Soybeans 241 0 0.0% 100.0% 0.000 n/a n/a n/a Blueberries 242 0 0.0% 100.0% 0.000 n/a n/a n/a Gourds 249 0 0.0% 100.0% 0.000 n/a n/a n/a 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 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/>.
Data Dictionary: USDA, National Agricultural Statistics Service, 2017 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