USDA, National Agricultural Statistics Service, 2017 Virginia and West Virginia Cropland Data Layers CLASSIFICATION INPUTS: DEIMOS-1 DATE 20170428 PATH/ROW(S) 70E DEIMOS-1 DATE 20170601 PATH/ROW(S) 889 DEIMOS-1 DATE 20170604 PATH/ROW(S) 8AA DEIMOS-1 DATE 20170611 PATH/ROW(S) 8FB DEIMOS-1 DATE 20170624 PATH/ROW(S) 98E DEIMOS-1 DATE 20170628 PATH/ROW(S) 9B7 DEIMOS-1 DATE 20170718 PATH/ROW(S) A97 DEIMOS-1 DATE 20170719 PATH/ROW(S) AA3 DEIMOS-1 DATE 20170726 PATH/ROW(S) AF1 DEIMOS-1 DATE 20170801 PATH/ROW(S) B34 DEIMOS-1 DATE 20170808 PATH/ROW(S) B7A DEIMOS-1 DATE 20170818 PATH/ROW(S) BDF DEIMOS-1 DATE 20170819 PATH/ROW(S) BEC DEIMOS-1 DATE 20170822 PATH/ROW(S) C0A DEIMOS-1 DATE 20170904 PATH/ROW(S) C87 DEIMOS-1 DATE 20170908 PATH/ROW(S) CAA RESOURCESAT-2 LISS-3 20170515 PATH/ROW(S) 287 RESOURCESAT-2 LISS-3 20170603 PATH/ROW(S) 286 RESOURCESAT-2 LISS-3 20170712 PATH/ROW(S) 289 RESOURCESAT-2 LISS-3 20170730 PATH/ROW(S) 283 RESOURCESAT-2 LISS-3 20170731 PATH/ROW(S) 288 LANDSAT 8 OLI/TIRS DATE 20170416 PATH 015 ROW(S) 30-43 LANDSAT 8 OLI/TIRS DATE 20170502 PATH 015 ROW(S) 32-37 41-43 LANDSAT 8 OLI/TIRS DATE 20170509 PATH 016 ROW(S) 30-34 36-43 LANDSAT 8 OLI/TIRS DATE 20170514 PATH 019 ROW(S) 29-39 LANDSAT 8 OLI/TIRS DATE 20170516 PATH 017 ROW(S) 28-42 LANDSAT 8 OLI/TIRS DATE 20170527 PATH 014 ROW(S) 27-36 LANDSAT 8 OLI/TIRS DATE 20170603 PATH 015 ROW(S) 29-37 LANDSAT 8 OLI/TIRS DATE 20170610 PATH 016 ROW(S) 28-40 LANDSAT 8 OLI/TIRS DATE 20170612 PATH 014 ROW(S) 27-36 LANDSAT 8 OLI/TIRS DATE 20170615 PATH 019 ROW(S) 32-39 LANDSAT 8 OLI/TIRS DATE 20170624 PATH 018 ROW(S) 28-34 37-40 LANDSAT 8 OLI/TIRS DATE 20170628 PATH 014 ROW(S) 27-36 LANDSAT 8 OLI/TIRS DATE 20170710 PATH 018 ROW(S) 28-29 32-39 LANDSAT 8 OLI/TIRS DATE 20170714 PATH 014 ROW(S) 27-28 32-37 42-43 LANDSAT 8 OLI/TIRS DATE 20170719 PATH 017 ROW(S) 29-41 LANDSAT 8 OLI/TIRS DATE 20170726 PATH 018 ROW(S) 30-40 LANDSAT 8 OLI/TIRS DATE 20170730 PATH 014 ROW(S) 27-37 42-43 LANDSAT 8 OLI/TIRS DATE 20170806 PATH 015 ROW(S) 28-37 40-43 LANDSAT 8 OLI/TIRS DATE 20170822 PATH 015 ROW(S) 29-37 41-42 LANDSAT 8 OLI/TIRS DATE 20170831 PATH 014 ROW(S) 27-36 LANDSAT 8 OLI/TIRS DATE 20170907 PATH 015 ROW(S) 28-37 41-43 LANDSAT 8 OLI/TIRS DATE 20170923 PATH 015 ROW(S) 28-38 LANDSAT 8 OLI/TIRS DATE 20170930 PATH 016 ROW(S) 28-38 40-43 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 20170416 PATH/ROW(S) 054 SENTINEL-2 DATE 20170502 PATH/ROW(S) 140 SENTINEL-2 DATE 20170509 PATH/ROW(S) 097 SENTINEL-2 DATE 20170516 PATH/ROW(S) 054 SENTINEL-2 DATE 20170604 PATH/ROW(S) 040 SENTINEL-2 DATE 20170803 PATH/ROW(S) 040 SENTINEL-2 DATE 20170903 PATH/ROW(S) 054 SENTINEL-2 DATE 20170923 PATH/ROW(S) 054 UK-DMC-2 DATE 20170418 PATH/ROW(S) ECD UK-DMC-2 DATE 20170428 PATH/ROW(S) F5B UK-DMC-2 DATE 20170504 PATH/ROW(S) F9E UK-DMC-2 DATE 20170508 PATH/ROW(S) FC9 UK-DMC-2 DATE 20170515 PATH/ROW(S) 025 UK-DMC-2 DATE 20170617 PATH/ROW(S) 1AE UK-DMC-2 DATE 20170710 PATH/ROW(S) 282 UK-DMC-2 DATE 20170711 PATH/ROW(S) 28F UK-DMC-2 DATE 20170717 PATH/ROW(S) 2D2 UK-DMC-2 DATE 20170720 PATH/ROW(S) 2FD UK-DMC-2 DATE 20170730 PATH/ROW(S) 37C UK-DMC-2 DATE 20170809 PATH/ROW(S) 3FF UK-DMC-2 DATE 20170813 PATH/ROW(S) 43A UK-DMC-2 DATE 20170819 PATH/ROW(S) 467 UK-DMC-2 DATE 20170820 PATH/ROW(S) 476 UK-DMC-2 DATE 20170905 PATH/ROW(S) 550 UK-DMC-2 DATE 20170909 PATH/ROW(S) 588 UK-DMC-2 DATE 20170928 PATH/ROW(S) 677 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 Virginia and West Virginia Cropland Data Layers STATEWIDE AGRICULTURAL ACCURACY REPORT Crop-specific covers only *Correct Accuracy Error Kappa ------------------------- ------- -------- ------ ----- OVERALL ACCURACY** 301064 74.5% 25.5% 0.680 Cover Attribute *Correct Producer's Omission User's Commission Cond'l Type Code Pixels Accuracy Error Kappa Accuracy Error Kappa ---- ---- ------ -------- ----- ----- -------- ----- ----- Corn 1 83134 86.0% 14.0% 0.846 89.6% 10.4% 0.885 Cotton 2 8478 79.6% 20.4% 0.794 90.9% 9.1% 0.908 Sorghum 4 583 26.3% 73.7% 0.263 78.2% 21.8% 0.781 Soybeans 5 89862 82.6% 17.4% 0.807 88.5% 11.5% 0.871 Sunflower 6 0 0.0% 100.0% 0.000 0.0% 100.0% 0.000 Peanuts 10 1183 65.1% 34.9% 0.651 92.6% 7.4% 0.926 Tobacco 11 4 8.5% 91.5% 0.085 44.4% 55.6% 0.444 Pop or Orn Corn 13 0 0.0% 100.0% 0.000 n/a n/a n/a Barley 21 20 3.9% 96.1% 0.039 23.0% 77.0% 0.229 Winter Wheat 24 1662 39.9% 60.1% 0.397 68.3% 31.7% 0.682 Dbl Crop WinWht/Soybeans 26 24186 81.8% 18.2% 0.813 87.8% 12.2% 0.874 Rye 27 70 11.6% 88.4% 0.116 63.6% 36.4% 0.636 Oats 28 10 3.2% 96.8% 0.031 18.9% 81.1% 0.188 Millet 29 29 7.6% 92.4% 0.076 72.5% 27.5% 0.725 Speltz 30 0 0.0% 100.0% 0.000 0.0% 100.0% 0.000 Alfalfa 36 1789 38.8% 61.2% 0.387 70.3% 29.7% 0.701 Other Hay/Non Alfalfa 37 85522 69.5% 30.5% 0.661 85.4% 14.6% 0.834 Buckwheat 39 0 n/a n/a n/a 0.0% 100.0% 0.000 Dry Beans 42 0 0.0% 100.0% 0.000 0.0% 100.0% 0.000 Potatoes 43 63 32.6% 67.4% 0.326 57.8% 42.2% 0.578 Other Crops 44 1 0.6% 99.4% 0.006 25.0% 75.0% 0.250 Sweet Potatoes 46 1 3.7% 96.3% 0.037 20.0% 80.0% 0.200 Misc Vegs & Fruits 47 1 1.4% 98.6% 0.014 33.3% 66.7% 0.333 Clover/Wildflowers 58 0 0.0% 100.0% 0.000 0.0% 100.0% 0.000 Sod/Grass Seed 59 217 40.5% 59.5% 0.405 79.8% 20.2% 0.798 Switchgrass 60 0 0.0% 100.0% 0.000 n/a n/a n/a Fallow/Idle Cropland 61 1278 16.8% 83.2% 0.166 51.3% 48.7% 0.510 Peaches 67 12 17.9% 82.1% 0.179 57.1% 42.9% 0.571 Apples 68 701 58.5% 41.5% 0.585 82.4% 17.6% 0.824 Grapes 69 51 42.5% 57.5% 0.425 82.3% 17.7% 0.823 Christmas Trees 70 76 21.8% 78.2% 0.218 69.7% 30.3% 0.697 Other Tree Crops 71 0 n/a n/a n/a 0.0% 100.0% 0.000 Pecans 74 0 0.0% 100.0% 0.000 n/a n/a n/a Pears 77 0 0.0% 100.0% 0.000 n/a n/a n/a Triticale 205 0 0.0% 100.0% 0.000 0.0% 100.0% 0.000 Cantaloupes 209 9 18.0% 82.0% 0.180 100.0% 0.0% 1.000 Broccoli 214 0 0.0% 100.0% 0.000 n/a n/a n/a Strawberries 221 0 0.0% 100.0% 0.000 n/a n/a n/a Vetch 224 0 n/a n/a n/a 0.0% 100.0% 0.000 Dbl Crop WinWht/Corn 225 197 26.0% 74.0% 0.259 70.9% 29.1% 0.708 Dbl Crop Oats/Corn 226 4 15.4% 84.6% 0.154 80.0% 20.0% 0.800 Lettuce 227 0 0.0% 100.0% 0.000 n/a n/a n/a Pumpkins 229 14 8.6% 91.4% 0.086 26.4% 73.6% 0.264 Dbl Crop WinWht/Sorghum 236 45 29.8% 70.2% 0.298 75.0% 25.0% 0.750 Dbl Crop Barley/Corn 237 279 39.0% 61.0% 0.390 64.6% 35.4% 0.646 Dbl Crop WinWht/Cotton 238 5 26.3% 73.7% 0.263 100.0% 0.0% 1.000 Dbl Crop Soybeans/Oats 240 61 11.5% 88.5% 0.115 65.6% 34.4% 0.656 Blueberries 242 0 0.0% 100.0% 0.000 n/a n/a n/a Cabbage 243 1 2.1% 97.9% 0.021 16.7% 83.3% 0.167 Turnips 247 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 1516 53.0% 47.0% 0.529 87.1% 12.9% 0.871 *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