USDA, National Agricultural Statistics Service, 2017 North Carolina Cropland Data Layer CLASSIFICATION INPUTS: DEIMOS-1 DATE 20170417 PATH/ROW(S) 688 DEIMOS-1 DATE 20170421 PATH/ROW(S) 6BA DEIMOS-1 DATE 20170428 PATH/ROW(S) 70E DEIMOS-1 DATE 20170604 PATH/ROW(S) 8A9 DEIMOS-1 DATE 20170624 PATH/ROW(S) 98E DEIMOS-1 DATE 20170628 PATH/ROW(S) 9B7 DEIMOS-1 DATE 20170705 PATH/ROW(S) A0C DEIMOS-1 DATE 20170708 PATH/ROW(S) A2D DEIMOS-1 DATE 20170719 PATH/ROW(S) AA3 DEIMOS-1 DATE 20170805 PATH/ROW(S) B5E DEIMOS-1 DATE 20170825 PATH/ROW(S) C2A DEIMOS-1 DATE 20170904 PATH/ROW(S) C87 DEIMOS-1 DATE 20170905 PATH/ROW(S) C90 RESOURCESAT-2 LISS-3 20170421 PATH/ROW(S) 287 RESOURCESAT-2 LISS-3 20170426 PATH/ROW(S) 288 RESOURCESAT-2 LISS-3 20170515 PATH/ROW(S) 287 RESOURCESAT-2 LISS-3 20170520 PATH/ROW(S) 288 RESOURCESAT-2 LISS-3 20170603 PATH/ROW(S) 286 RESOURCESAT-2 LISS-3 20170607 PATH/ROW(S) 282 RESOURCESAT-2 LISS-3 20170707 PATH/ROW(S) 288 RESOURCESAT-2 LISS-3 20170711 PATH/ROW(S) 284 RESOURCESAT-2 LISS-3 20170712 PATH/ROW(S) 289 RESOURCESAT-2 LISS-3 20170716 PATH/ROW(S) 285 RESOURCESAT-2 LISS-3 20170720 PATH/ROW(S) 281 RESOURCESAT-2 LISS-3 20170721 PATH/ROW(S) 286 RESOURCESAT-2 LISS-3 20170725 PATH/ROW(S) 282 RESOURCESAT-2 LISS-3 20170726 PATH/ROW(S) 287 RESOURCESAT-2 LISS-3 20170730 PATH/ROW(S) 283 RESOURCESAT-2 LISS-3 20170731 PATH/ROW(S) 288 RESOURCESAT-2 LISS-3 20170907 PATH/ROW(S) 286 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 20170507 PATH 018 ROW(S) 30-40 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 20170610 PATH 016 ROW(S) 28-40 LANDSAT 8 OLI/TIRS DATE 20170612 PATH 014 ROW(S) 27-36 LANDSAT 8 OLI/TIRS DATE 20170626 PATH 016 ROW(S) 28-42 LANDSAT 8 OLI/TIRS DATE 20170628 PATH 014 ROW(S) 27-36 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 20170820 PATH 017 ROW(S) 29-41 LANDSAT 8 OLI/TIRS DATE 20170903 PATH 019 ROW(S) 29-39 LANDSAT 8 OLI/TIRS DATE 20170905 PATH 017 ROW(S) 29-41 LANDSAT 8 OLI/TIRS DATE 20170907 PATH 015 ROW(S) 28-37 41-43 LANDSAT 8 OLI/TIRS DATE 20170921 PATH 017 ROW(S) 29-41 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 20170502 PATH/ROW(S) 140 SENTINEL-2 DATE 20170503 PATH/ROW(S) 011 SENTINEL-2 DATE 20170515 PATH/ROW(S) 040 SENTINEL-2 DATE 20170516 PATH/ROW(S) 054 SENTINEL-2 DATE 20170529 PATH/ROW(S) 097 SENTINEL-2 DATE 20170611 PATH/ROW(S) 140 SENTINEL-2 DATE 20170913 PATH/ROW(S) 054 SENTINEL-2 DATE 20170920 PATH/ROW(S) 011 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 20170610 PATH/ROW(S) 165 UK-DMC-2 DATE 20170707 PATH/ROW(S) 267 UK-DMC-2 DATE 20170708 PATH/ROW(S) 271 UK-DMC-2 DATE 20170711 PATH/ROW(S) 28F UK-DMC-2 DATE 20170720 PATH/ROW(S) 2FD UK-DMC-2 DATE 20170721 PATH/ROW(S) 30D UK-DMC-2 DATE 20170819 PATH/ROW(S) 467 UK-DMC-2 DATE 20170820 PATH/ROW(S) 476 UK-DMC-2 DATE 20170823 PATH/ROW(S) 49E UK-DMC-2 DATE 20170905 PATH/ROW(S) 550 UK-DMC-2 DATE 20170915 PATH/ROW(S) 5D7 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 North Carolina Cropland Data Layer STATEWIDE AGRICULTURAL ACCURACY REPORT Crop-specific covers only *Correct Accuracy Error Kappa ------------------------- ------- -------- ------ ----- OVERALL ACCURACY** 397392 79.1% 20.9% 0.728 Cover Attribute *Correct Producer's Omission User's Commission Cond'l Type Code Pixels Accuracy Error Kappa Accuracy Error Kappa ---- ---- ------ -------- ----- ----- -------- ----- ----- Corn 1 119030 89.7% 10.3% 0.882 92.8% 7.2% 0.916 Cotton 2 33876 78.2% 21.8% 0.772 84.2% 15.8% 0.835 Sorghum 4 387 20.3% 79.7% 0.202 78.0% 22.0% 0.780 Soybeans 5 163091 84.3% 15.7% 0.804 86.5% 13.5% 0.831 Sunflower 6 0 0.0% 100.0% 0.000 0.0% 100.0% 0.000 Peanuts 10 6942 65.1% 34.9% 0.649 95.3% 4.7% 0.953 Tobacco 11 262 34.1% 65.9% 0.341 64.1% 35.9% 0.640 Barley 21 34 13.0% 87.0% 0.130 55.7% 44.3% 0.557 Winter Wheat 24 2479 42.8% 57.2% 0.426 68.2% 31.8% 0.680 Dbl Crop WinWht/Soybeans 26 46848 80.6% 19.4% 0.794 84.6% 15.4% 0.837 Rye 27 202 24.5% 75.5% 0.245 66.0% 34.0% 0.660 Oats 28 10 3.7% 96.3% 0.037 32.3% 67.7% 0.322 Millet 29 108 14.9% 85.1% 0.149 47.0% 53.0% 0.469 Rape Seed 34 0 0.0% 100.0% 0.000 0.0% 100.0% 0.000 Alfalfa 36 46 20.8% 79.2% 0.208 78.0% 22.0% 0.780 Other Hay/Non Alfalfa 37 12696 56.4% 43.6% 0.556 72.8% 27.2% 0.721 Buckwheat 39 2 8.7% 91.3% 0.087 100.0% 0.0% 1.000 Dry Beans 42 9 20.5% 79.5% 0.205 81.8% 18.2% 0.818 Potatoes 43 106 45.9% 54.1% 0.459 81.5% 18.5% 0.815 Other Crops 44 8 4.9% 95.1% 0.049 21.1% 78.9% 0.210 Sweet Potatoes 46 4049 72.3% 27.7% 0.721 90.4% 9.6% 0.904 Misc Vegs & Fruits 47 0 0.0% 100.0% 0.000 0.0% 100.0% 0.000 Watermelons 48 94 32.0% 68.0% 0.320 73.4% 26.6% 0.734 Onions 49 0 0.0% 100.0% 0.000 0.0% 100.0% 0.000 Cucumbers 50 29 11.9% 88.1% 0.119 60.4% 39.6% 0.604 Peas 53 59 22.0% 78.0% 0.220 98.3% 1.7% 0.983 Tomatoes 54 3 33.3% 66.7% 0.333 60.0% 40.0% 0.600 Caneberries 55 0 0.0% 100.0% 0.000 n/a n/a n/a Herbs 57 396 59.9% 40.1% 0.599 82.0% 18.0% 0.820 Clover/Wildflowers 58 8 13.3% 86.7% 0.133 88.9% 11.1% 0.889 Sod/Grass Seed 59 797 40.8% 59.2% 0.407 55.5% 44.5% 0.554 Fallow/Idle Cropland 61 4082 30.1% 69.9% 0.295 53.8% 46.2% 0.532 Peaches 67 2 3.1% 96.9% 0.031 40.0% 60.0% 0.400 Apples 68 389 70.6% 29.4% 0.706 82.6% 17.4% 0.826 Grapes 69 4 6.3% 93.7% 0.063 21.1% 78.9% 0.210 Christmas Trees 70 18 17.0% 83.0% 0.170 60.0% 40.0% 0.600 Pecans 74 1 2.9% 97.1% 0.029 16.7% 83.3% 0.167 Triticale 205 0 0.0% 100.0% 0.000 0.0% 100.0% 0.000 Cantaloupes 209 7 24.1% 75.9% 0.241 100.0% 0.0% 1.000 Broccoli 214 0 n/a n/a n/a 0.0% 100.0% 0.000 Peppers 216 4 28.6% 71.4% 0.286 66.7% 33.3% 0.667 Greens 219 0 0.0% 100.0% 0.000 0.0% 100.0% 0.000 Strawberries 221 0 0.0% 100.0% 0.000 n/a n/a n/a Squash 222 21 21.4% 78.6% 0.214 77.8% 22.2% 0.778 Vetch 224 0 0.0% 100.0% 0.000 n/a n/a n/a Dbl Crop WinWht/Corn 225 239 29.3% 70.7% 0.292 63.2% 36.8% 0.632 Dbl Crop Oats/Corn 226 2 1.7% 98.3% 0.017 22.2% 77.8% 0.222 Pumpkins 229 31 22.5% 77.5% 0.225 93.9% 6.1% 0.939 Dbl Crop WinWht/Sorghum 236 92 24.2% 75.8% 0.242 87.6% 12.4% 0.876 Dbl Crop Barley/Corn 237 178 36.4% 63.6% 0.364 66.4% 33.6% 0.664 Dbl Crop WinWht/Cotton 238 18 20.7% 79.3% 0.207 78.3% 21.7% 0.783 Dbl Crop Soybeans/Oats 240 197 13.0% 87.0% 0.130 71.6% 28.4% 0.716 Dbl Crop Corn/Soybeans 241 8 80.0% 20.0% 0.800 100.0% 0.0% 1.000 Blueberries 242 79 27.7% 72.3% 0.277 87.8% 12.2% 0.878 Cabbage 243 2 14.3% 85.7% 0.143 40.0% 60.0% 0.400 Gourds 249 0 0.0% 100.0% 0.000 n/a n/a n/a Dbl Crop Barley/Soybeans 254 447 44.1% 55.9% 0.440 78.1% 21.9% 0.781 *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