USDA, National Agricultural Statistics Service, 2017 Indiana Cropland Data Layer CLASSIFICATION INPUTS: DEIMOS-1 DATE 20170418 PATH/ROW(S) 697 DEIMOS-1 DATE 20170425 PATH/ROW(S) 6EA DEIMOS-1 DATE 20170502 PATH/ROW(S) 735 DEIMOS-1 DATE 20170512 PATH/ROW(S) 7A8 DEIMOS-1 DATE 20170515 PATH/ROW(S) 7CD DEIMOS-1 DATE 20170516 PATH/ROW(S) 7D6 DEIMOS-1 DATE 20170519 PATH/ROW(S) 7F6 DEIMOS-1 DATE 20170526 PATH/ROW(S) 845 DEIMOS-1 DATE 20170529 PATH/ROW(S) 86B DEIMOS-1 DATE 20170602 PATH/ROW(S) 892 DEIMOS-1 DATE 20170605 PATH/ROW(S) 8B4 DEIMOS-1 DATE 20170615 PATH/ROW(S) 92A DEIMOS-1 DATE 20170622 PATH/ROW(S) 977 DEIMOS-1 DATE 20170625 PATH/ROW(S) 99B DEIMOS-1 DATE 20170629 PATH/ROW(S) 9C4 DEIMOS-1 DATE 20170702 PATH/ROW(S) 9E9 DEIMOS-1 DATE 20170709 PATH/ROW(S) A38 DEIMOS-1 DATE 20170716 PATH/ROW(S) A84 DEIMOS-1 DATE 20170726 PATH/ROW(S) AF1 DEIMOS-1 DATE 20170730 PATH/ROW(S) B1E DEIMOS-1 DATE 20170802 PATH/ROW(S) B3F DEIMOS-1 DATE 20170809 PATH/ROW(S) B85 DEIMOS-1 DATE 20170812 PATH/ROW(S) BA6 DEIMOS-1 DATE 20170816 PATH/ROW(S) BCE DEIMOS-1 DATE 20170826 PATH/ROW(S) C37 DEIMOS-1 DATE 20170902 PATH/ROW(S) C79 DEIMOS-1 DATE 20170916 PATH/ROW(S) CED LANDSAT 8 OLI/TIRS DATE 20170417 PATH 022 ROW(S) 26-27 30-31 38 40-41 LANDSAT 8 OLI/TIRS DATE 20170419 PATH 020 ROW(S) 33-40 LANDSAT 8 OLI/TIRS DATE 20170424 PATH 023 ROW(S) 30-42 LANDSAT 8 OLI/TIRS DATE 20170426 PATH 021 ROW(S) 29-41 LANDSAT 8 OLI/TIRS DATE 20170510 PATH 023 ROW(S) 26-40 LANDSAT 8 OLI/TIRS DATE 20170604 PATH 022 ROW(S) 29-33 37-40 LANDSAT 8 OLI/TIRS DATE 20170606 PATH 020 ROW(S) 27-28 31-36 LANDSAT 8 OLI/TIRS DATE 20170613 PATH 021 ROW(S) 27-39 LANDSAT 8 OLI/TIRS DATE 20170620 PATH 022 ROW(S) 30-37 LANDSAT 8 OLI/TIRS DATE 20170622 PATH 020 ROW(S) 27 30-32 LANDSAT 8 OLI/TIRS DATE 20170629 PATH 021 ROW(S) 29-37 LANDSAT 8 OLI/TIRS DATE 20170708 PATH 020 ROW(S) 27-39 LANDSAT 8 OLI/TIRS DATE 20170715 PATH 021 ROW(S) 27-39 LANDSAT 8 OLI/TIRS DATE 20170731 PATH 021 ROW(S) 27-29 31-40 LANDSAT 8 OLI/TIRS DATE 20170908 PATH 022 ROW(S) 27-40 LANDSAT 8 OLI/TIRS DATE 20170910 PATH 020 ROW(S) 28-39 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 20170425 PATH/ROW(S) 040 SENTINEL-2 DATE 20170508 PATH/ROW(S) 083 SENTINEL-2 DATE 20170515 PATH/ROW(S) 040 SENTINEL-2 DATE 20170521 PATH/ROW(S) 126 SENTINEL-2 DATE 20170528 PATH/ROW(S) 083 SENTINEL-2 DATE 20170610 PATH/ROW(S) 126 SENTINEL-2 DATE 20170617 PATH/ROW(S) 083 SENTINEL-2 DATE 20170630 PATH/ROW(S) 126 SENTINEL-2 DATE 20170707 PATH/ROW(S) 083 SENTINEL-2 DATE 20170714 PATH/ROW(S) 040 SENTINEL-2 DATE 20170720 PATH/ROW(S) 126 SENTINEL-2 DATE 20170816 PATH/ROW(S) 083 SENTINEL-2 DATE 20170905 PATH/ROW(S) 083 UK-DMC-2 DATE 20170419 PATH/ROW(S) EEE UK-DMC-2 DATE 20170426 PATH/ROW(S) F41 UK-DMC-2 DATE 20170502 PATH/ROW(S) F7F UK-DMC-2 DATE 20170515 PATH/ROW(S) 025 UK-DMC-2 DATE 20170529 PATH/ROW(S) 0C8 UK-DMC-2 DATE 20170608 PATH/ROW(S) 140 UK-DMC-2 DATE 20170615 PATH/ROW(S) 19A UK-DMC-2 DATE 20170618 PATH/ROW(S) 1B8 UK-DMC-2 DATE 20170624 PATH/ROW(S) 1F7 UK-DMC-2 DATE 20170625 PATH/ROW(S) 1FC UK-DMC-2 DATE 20170627 PATH/ROW(S) 20B UK-DMC-2 DATE 20170708 PATH/ROW(S) 271 UK-DMC-2 DATE 20170718 PATH/ROW(S) 2E2 UK-DMC-2 DATE 20170721 PATH/ROW(S) 30D UK-DMC-2 DATE 20170731 PATH/ROW(S) 385 UK-DMC-2 DATE 20170820 PATH/ROW(S) 476 UK-DMC-2 DATE 20170902 PATH/ROW(S) 52D UK-DMC-2 DATE 20170906 PATH/ROW(S) 55D UK-DMC-2 DATE 20170909 PATH/ROW(S) 588 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 Indiana Cropland Data Layer STATEWIDE AGRICULTURAL ACCURACY REPORT Crop-specific covers only *Correct Accuracy Error Kappa ------------------------- ------- -------- ------ ----- OVERALL ACCURACY** 569763 87.3% 12.7% 0.781 Cover Attribute *Correct Producer's Omission User's Commission Cond'l Type Code Pixels Accuracy Error Kappa Accuracy Error Kappa ---- ---- ------ -------- ----- ----- -------- ----- ----- Corn 1 262119 90.3% 9.7% 0.865 94.6% 5.4% 0.923 Sorghum 4 55 14.9% 85.1% 0.149 73.3% 26.7% 0.733 Soybeans 5 291125 89.2% 10.8% 0.844 95.6% 4.4% 0.934 Sunflower 6 0 0.0% 100.0% 0.000 n/a n/a n/a Tobacco 11 0 0.0% 100.0% 0.000 n/a n/a n/a Pop or Orn Corn 13 2423 61.2% 38.8% 0.611 83.7% 16.3% 0.836 Barley 21 1 3.7% 96.3% 0.037 100.0% 0.0% 1.000 Winter Wheat 24 4675 76.2% 23.8% 0.760 90.1% 9.9% 0.901 Dbl Crop WinWht/Soybeans 26 4238 73.6% 26.4% 0.734 86.1% 13.9% 0.860 Rye 27 1 1.1% 98.9% 0.011 33.3% 66.7% 0.333 Oats 28 3 4.4% 95.6% 0.044 60.0% 40.0% 0.600 Millet 29 0 0.0% 100.0% 0.000 n/a n/a n/a Speltz 30 1 25.0% 75.0% 0.250 100.0% 0.0% 1.000 Canola 31 12 63.2% 36.8% 0.632 100.0% 0.0% 1.000 Alfalfa 36 2855 46.3% 53.7% 0.461 72.7% 27.3% 0.726 Other Hay/Non Alfalfa 37 977 13.1% 86.9% 0.129 51.3% 48.7% 0.509 Dry Beans 42 3 13.6% 86.4% 0.136 50.0% 50.0% 0.500 Potatoes 43 26 50.0% 50.0% 0.500 96.3% 3.7% 0.963 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 91 43.8% 56.3% 0.437 80.5% 19.5% 0.805 Onions 49 0 0.0% 100.0% 0.000 n/a n/a n/a Cucumbers 50 5 27.8% 72.2% 0.278 41.7% 58.3% 0.417 Peas 53 3 30.0% 70.0% 0.300 100.0% 0.0% 1.000 Tomatoes 54 0 0.0% 100.0% 0.000 0.0% 100.0% 0.000 Hops 56 0 0.0% 100.0% 0.000 n/a n/a n/a Herbs 57 362 57.5% 42.5% 0.574 85.2% 14.8% 0.852 Clover/Wildflowers 58 0 0.0% 100.0% 0.000 0.0% 100.0% 0.000 Sod/Grass Seed 59 13 13.0% 87.0% 0.130 81.3% 18.8% 0.812 Fallow/Idle Cropland 61 674 38.9% 61.1% 0.389 71.3% 28.7% 0.713 Peaches 67 0 0.0% 100.0% 0.000 0.0% 100.0% 0.000 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 Triticale 205 0 0.0% 100.0% 0.000 0.0% 100.0% 0.000 Cantaloupes 209 24 37.5% 62.5% 0.375 75.0% 25.0% 0.750 Squash 222 0 0.0% 100.0% 0.000 0.0% 100.0% 0.000 Dbl Crop WinWht/Corn 225 11 9.2% 90.8% 0.092 64.7% 35.3% 0.647 Lettuce 227 0 0.0% 100.0% 0.000 n/a n/a n/a Pumpkins 229 66 23.4% 76.6% 0.234 86.8% 13.2% 0.868 Dbl Crop WinWht/Sorghum 236 0 0.0% 100.0% 0.000 0.0% 100.0% 0.000 Dbl Crop Barley/Corn 237 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