USDA, National Agricultural Statistics Service, 2017 Texas Cropland Data Layer CLASSIFICATION INPUTS: DEIMOS-1 DATE 20170424 PATH/ROW(S) 6DB DEIMOS-1 DATE 20170501 PATH/ROW(S) 72E DEIMOS-1 DATE 20170504 PATH/ROW(S) 74B DEIMOS-1 DATE 20170524 PATH/ROW(S) 82F DEIMOS-1 DATE 20170614 PATH/ROW(S) 91F DEIMOS-1 DATE 20170621 PATH/ROW(S) 96D DEIMOS-1 DATE 20170705 PATH/ROW(S) A0F DEIMOS-1 DATE 20170815 PATH/ROW(S) BC2 DEIMOS-1 DATE 20170822 PATH/ROW(S) C0B DEIMOS-1 DATE 20170901 PATH/ROW(S) C73 RESOURCESAT-2 LISS-3 20170423 PATH/ROW(S) 273 RESOURCESAT-2 LISS-3 20170427 PATH/ROW(S) 269 RESOURCESAT-2 LISS-3 20170502 PATH/ROW(S) 270 RESOURCESAT-2 LISS-3 20170506 PATH/ROW(S) 266 RESOURCESAT-2 LISS-3 20170507 PATH/ROW(S) 271 RESOURCESAT-2 LISS-3 20170512 PATH/ROW(S) 272 RESOURCESAT-2 LISS-3 20170708 PATH/ROW(S) 269 RESOURCESAT-2 LISS-3 20170712 PATH/ROW(S) 265 RESOURCESAT-2 LISS-3 20170717 PATH/ROW(S) 266 LANDSAT 8 OLI/TIRS DATE 20170427 PATH 028 ROW(S) 31-34 36-42 LANDSAT 8 OLI/TIRS DATE 20170502 PATH 031 ROW(S) 25-30 33-40 LANDSAT 8 OLI/TIRS DATE 20170504 PATH 029 ROW(S) 25-41 LANDSAT 8 OLI/TIRS DATE 20170506 PATH 027 ROW(S) 25-43 LANDSAT 8 OLI/TIRS DATE 20170511 PATH 030 ROW(S) 25-32 35-41 LANDSAT 8 OLI/TIRS DATE 20170513 PATH 028 ROW(S) 25-42 LANDSAT 8 OLI/TIRS DATE 20170518 PATH 031 ROW(S) 25-40 LANDSAT 8 OLI/TIRS DATE 20170527 PATH 030 ROW(S) 25-29 31-41 LANDSAT 8 OLI/TIRS DATE 20170612 PATH 030 ROW(S) 25-41 LANDSAT 8 OLI/TIRS DATE 20170623 PATH 027 ROW(S) 25-43 LANDSAT 8 OLI/TIRS DATE 20170628 PATH 030 ROW(S) 28-41 LANDSAT 8 OLI/TIRS DATE 20170705 PATH 031 ROW(S) 25-40 LANDSAT 8 OLI/TIRS DATE 20170721 PATH 031 ROW(S) 25-40 LANDSAT 8 OLI/TIRS DATE 20170819 PATH 026 ROW(S) 26-43 LANDSAT 8 OLI/TIRS DATE 20170831 PATH 030 ROW(S) 25-41 LANDSAT 8 OLI/TIRS DATE 20170907 PATH 031 ROW(S) 25-40 LANDSAT 8 OLI/TIRS DATE 20170909 PATH 029 ROW(S) 25-41 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 20170416 PATH/ROW(S) 055 SENTINEL-2 DATE 20170423 PATH/ROW(S) 012 SENTINEL-2 DATE 20170430 PATH/ROW(S) 112 SENTINEL-2 DATE 20170506 PATH/ROW(S) 055 SENTINEL-2 DATE 20170507 PATH/ROW(S) 069 SENTINEL-2 DATE 20170513 PATH/ROW(S) 012 SENTINEL-2 DATE 20170615 PATH/ROW(S) 055 SENTINEL-2 DATE 20170622 PATH/ROW(S) 012 SENTINEL-2 DATE 20170629 PATH/ROW(S) 112 SENTINEL-2 DATE 20170705 PATH/ROW(S) 055 SENTINEL-2 DATE 20170712 PATH/ROW(S) 012 SENTINEL-2 DATE 20170719 PATH/ROW(S) 112 SENTINEL-2 DATE 20170725 PATH/ROW(S) 055 SENTINEL-2 DATE 20170726 PATH/ROW(S) 069 SENTINEL-2 DATE 20170903 PATH/ROW(S) 055 SENTINEL-2 DATE 20170904 PATH/ROW(S) 069 SENTINEL-2 DATE 20170910 PATH/ROW(S) 012 UK-DMC-2 DATE 20170505 PATH/ROW(S) FAB UK-DMC-2 DATE 20170524 PATH/ROW(S) 089 UK-DMC-2 DATE 20170710 PATH/ROW(S) 284 UK-DMC-2 DATE 20170720 PATH/ROW(S) 2FE UK-DMC-2 DATE 20170816 PATH/ROW(S) 452 UK-DMC-2 DATE 20170819 PATH/ROW(S) 469 UK-DMC-2 DATE 20170901 PATH/ROW(S) 522 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 Texas Cropland Data Layer STATEWIDE AGRICULTURAL ACCURACY REPORT Crop-specific covers only *Correct Accuracy Error Kappa ------------------------- ------- -------- ------ ----- OVERALL ACCURACY** 378587 74.3% 25.7% 0.684 Cover Attribute *Correct Producer's Omission User's Commission Cond'l Type Code Pixels Accuracy Error Kappa Accuracy Error Kappa ---- ---- ------ -------- ----- ----- -------- ----- ----- Corn 1 52966 83.8% 16.2% 0.829 90.3% 9.7% 0.896 Cotton 2 106407 89.3% 10.7% 0.878 83.4% 16.6% 0.812 Rice 3 5568 81.8% 18.2% 0.817 86.9% 13.1% 0.868 Sorghum 4 32752 67.7% 32.3% 0.663 75.6% 24.4% 0.744 Soybeans 5 3713 63.2% 36.8% 0.630 76.2% 23.8% 0.761 Sunflower 6 493 50.9% 49.1% 0.509 72.3% 27.7% 0.723 Peanuts 10 1646 38.7% 61.3% 0.386 79.0% 21.0% 0.789 Barley 21 19 4.9% 95.1% 0.049 47.5% 52.5% 0.475 Spring Wheat 23 444 44.4% 55.6% 0.444 73.8% 26.2% 0.737 Winter Wheat 24 135159 86.5% 13.5% 0.841 83.1% 16.9% 0.802 Dbl Crop WinWht/Soybeans 26 182 43.2% 56.8% 0.432 71.9% 28.1% 0.719 Rye 27 196 14.2% 85.8% 0.142 44.5% 55.5% 0.445 Oats 28 5889 49.1% 50.9% 0.486 65.1% 34.9% 0.647 Millet 29 28 19.2% 80.8% 0.192 59.6% 40.4% 0.596 Canola 31 675 35.9% 64.1% 0.358 92.3% 7.7% 0.923 Alfalfa 36 1953 73.9% 26.1% 0.738 87.0% 13.0% 0.869 Other Hay/Non Alfalfa 37 10809 37.8% 62.2% 0.369 71.6% 28.4% 0.708 Sugarbeets 41 0 0.0% 100.0% 0.000 0.0% 100.0% 0.000 Dry Beans 42 40 29.4% 70.6% 0.294 100.0% 0.0% 1.000 Potatoes 43 22 36.1% 63.9% 0.361 68.8% 31.3% 0.687 Other Crops 44 182 32.3% 67.7% 0.323 60.5% 39.5% 0.604 Sugarcane 45 344 64.1% 35.9% 0.640 90.1% 9.9% 0.900 Sweet Potatoes 46 0 n/a n/a n/a 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 85 47.5% 52.5% 0.475 78.0% 22.0% 0.780 Onions 49 31 14.2% 85.8% 0.141 34.8% 65.2% 0.348 Cucumbers 50 4 26.7% 73.3% 0.267 30.8% 69.2% 0.308 Peas 53 207 23.8% 76.2% 0.238 67.6% 32.4% 0.676 Herbs 57 30 5.4% 94.6% 0.054 35.7% 64.3% 0.357 Clover/Wildflowers 58 2 11.8% 88.2% 0.118 100.0% 0.0% 1.000 Sod/Grass Seed 59 710 48.1% 51.9% 0.481 66.0% 34.0% 0.659 Switchgrass 60 0 0.0% 100.0% 0.000 0.0% 100.0% 0.000 Fallow/Idle Cropland 61 15902 43.0% 57.0% 0.417 69.5% 30.5% 0.684 Peaches 67 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 n/a n/a n/a Citrus 72 28 50.9% 49.1% 0.509 54.9% 45.1% 0.549 Pecans 74 751 53.3% 46.7% 0.532 85.1% 14.9% 0.851 Triticale 205 636 18.2% 81.8% 0.181 63.5% 36.5% 0.634 Carrots 206 0 0.0% 100.0% 0.000 0.0% 100.0% 0.000 Cantaloupes 209 0 n/a n/a n/a 0.0% 100.0% 0.000 Olives 211 0 0.0% 100.0% 0.000 0.0% 100.0% 0.000 Oranges 212 0 0.0% 100.0% 0.000 0.0% 100.0% 0.000 Honeydew Melons 213 0 0.0% 100.0% 0.000 n/a n/a n/a Peppers 216 0 0.0% 100.0% 0.000 0.0% 100.0% 0.000 Greens 219 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 77 16.1% 83.9% 0.161 24.8% 75.2% 0.248 Dbl Crop Oats/Corn 226 0 0.0% 100.0% 0.000 0.0% 100.0% 0.000 Pumpkins 229 17 33.3% 66.7% 0.333 60.7% 39.3% 0.607 Dbl Crop WinWht/Sorghum 236 214 13.4% 86.6% 0.133 46.5% 53.5% 0.464 Dbl Crop WinWht/Cotton 238 405 12.5% 87.5% 0.124 50.4% 49.6% 0.502 Dbl Crop Soybeans/Oats 240 1 2.9% 97.1% 0.029 100.0% 0.0% 1.000 Dbl Crop Corn/Soybeans 241 0 0.0% 100.0% 0.000 0.0% 100.0% 0.000 Blueberries 242 0 0.0% 100.0% 0.000 n/a n/a n/a Cabbage 243 0 0.0% 100.0% 0.000 0.0% 100.0% 0.000 Turnips 247 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