USDA, National Agricultural Statistics Service, 2017 Tennessee Cropland Data Layer CLASSIFICATION INPUTS: DEIMOS-1 DATE 20170419 PATH/ROW(S) 6A3 DEIMOS-1 DATE 20170502 PATH/ROW(S) 735 DEIMOS-1 DATE 20170602 PATH/ROW(S) 892 DEIMOS-1 DATE 20170609 PATH/ROW(S) 8E6 DEIMOS-1 DATE 20170618 PATH/ROW(S) 94D DEIMOS-1 DATE 20170710 PATH/ROW(S) A44 DEIMOS-1 DATE 20170717 PATH/ROW(S) A8C DEIMOS-1 DATE 20170719 PATH/ROW(S) AA3 DEIMOS-1 DATE 20170803 PATH/ROW(S) B4B DEIMOS-1 DATE 20170809 PATH/ROW(S) B85 DEIMOS-1 DATE 20170819 PATH/ROW(S) BEC DEIMOS-1 DATE 20170908 PATH/ROW(S) CAA RESOURCESAT-2 LISS-3 20170420 PATH/ROW(S) 282 RESOURCESAT-2 LISS-3 20170514 PATH/ROW(S) 282 RESOURCESAT-2 LISS-3 20170606 PATH/ROW(S) 277 RESOURCESAT-2 LISS-3 20170607 PATH/ROW(S) 282 RESOURCESAT-2 LISS-3 20170625 PATH/ROW(S) 276 RESOURCESAT-2 LISS-3 20170626 PATH/ROW(S) 281 RESOURCESAT-2 LISS-3 20170710 PATH/ROW(S) 279 RESOURCESAT-2 LISS-3 20170711 PATH/ROW(S) 284 RESOURCESAT-2 LISS-3 20170719 PATH/ROW(S) 276 RESOURCESAT-2 LISS-3 20170730 PATH/ROW(S) 283 RESOURCESAT-2 LISS-3 20170910 PATH/ROW(S) 277 RESOURCESAT-2 LISS-3 20170916 PATH/ROW(S) 283 LANDSAT 8 OLI/TIRS DATE 20160923 PATH 020 ROW(S) 29 31-39 LANDSAT 8 OLI/TIRS DATE 20160925 PATH 018 ROW(S) 30-40 LANDSAT 8 OLI/TIRS DATE 20160928 PATH 023 ROW(S) 27-40 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 20170503 PATH 022 ROW(S) 26-30 35-36 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 20170526 PATH 023 ROW(S) 26-29 32-42 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 20170710 PATH 018 ROW(S) 28-29 32-39 LANDSAT 8 OLI/TIRS DATE 20170726 PATH 018 ROW(S) 30-40 LANDSAT 8 OLI/TIRS DATE 20170729 PATH 023 ROW(S) 27-38 40 LANDSAT 8 OLI/TIRS DATE 20170731 PATH 021 ROW(S) 27-29 31-40 LANDSAT 8 OLI/TIRS DATE 20170903 PATH 019 ROW(S) 29-39 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) SWITCHGRASS MASK BASED ON PREVIOUS TENNESSEE CDLS (INTERNAL USE DATA LAYER) SENTINEL-2 DATE 20170502 PATH/ROW(S) 140 SENTINEL-2 DATE 20170508 PATH/ROW(S) 083 SENTINEL-2 DATE 20170515 PATH/ROW(S) 040 SENTINEL-2 DATE 20170604 PATH/ROW(S) 040 SENTINEL-2 DATE 20170617 PATH/ROW(S) 083 UK-DMC-2 DATE 20170426 PATH/ROW(S) F41 UK-DMC-2 DATE 20170506 PATH/ROW(S) FB4 UK-DMC-2 DATE 20170509 PATH/ROW(S) FD9 UK-DMC-2 DATE 20170515 PATH/ROW(S) 025 UK-DMC-2 DATE 20170516 PATH/ROW(S) 030 UK-DMC-2 DATE 20170614 PATH/ROW(S) 18D UK-DMC-2 DATE 20170625 PATH/ROW(S) 1FC UK-DMC-2 DATE 20170711 PATH/ROW(S) 28F UK-DMC-2 DATE 20170712 PATH/ROW(S) 298 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 20170820 PATH/ROW(S) 476 UK-DMC-2 DATE 20170821 PATH/ROW(S) 47D UK-DMC-2 DATE 20170824 PATH/ROW(S) 4AC UK-DMC-2 DATE 20170903 PATH/ROW(S) 537 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 Tennessee Cropland Data Layer STATEWIDE AGRICULTURAL ACCURACY REPORT Crop-specific covers only *Correct Accuracy Error Kappa ------------------------- ------- -------- ------ ----- OVERALL ACCURACY** 396667 78.3% 21.7% 0.701 Cover Attribute *Correct Producer's Omission User's Commission Cond'l Type Code Pixels Accuracy Error Kappa Accuracy Error Kappa ---- ---- ------ -------- ----- ----- -------- ----- ----- Corn 1 97319 86.7% 13.3% 0.851 93.3% 6.7% 0.924 Cotton 2 28637 81.6% 18.4% 0.810 95.2% 4.8% 0.950 Rice 3 0 0.0% 100.0% 0.000 n/a n/a n/a Sorghum 4 164 39.0% 61.0% 0.390 74.9% 25.1% 0.749 Soybeans 5 206788 86.0% 14.0% 0.819 92.0% 8.0% 0.895 Sunflower 6 10 14.1% 85.9% 0.141 100.0% 0.0% 1.000 Tobacco 11 179 29.7% 70.3% 0.297 63.7% 36.3% 0.637 Pop or Orn Corn 13 13 54.2% 45.8% 0.542 56.5% 43.5% 0.565 Winter Wheat 24 237 9.9% 90.1% 0.098 24.2% 75.8% 0.240 Dbl Crop WinWht/Soybeans 26 41380 79.8% 20.2% 0.787 86.0% 14.0% 0.852 Rye 27 56 33.1% 66.9% 0.331 65.9% 34.1% 0.659 Oats 28 0 0.0% 100.0% 0.000 0.0% 100.0% 0.000 Millet 29 2 1.4% 98.6% 0.014 25.0% 75.0% 0.250 Canola 31 0 0.0% 100.0% 0.000 n/a n/a n/a Alfalfa 36 75 17.3% 82.7% 0.173 74.3% 25.7% 0.742 Other Hay/Non Alfalfa 37 20267 42.0% 58.0% 0.403 72.1% 27.9% 0.707 Dry Beans 42 0 0.0% 100.0% 0.000 0.0% 100.0% 0.000 Other Crops 44 18 22.2% 77.8% 0.222 78.3% 21.7% 0.783 Sweet Potatoes 46 0 0.0% 100.0% 0.000 n/a n/a n/a Misc Vegs & Fruits 47 0 0.0% 100.0% 0.000 n/a n/a n/a Watermelons 48 0 0.0% 100.0% 0.000 n/a n/a n/a Peas 53 130 43.5% 56.5% 0.435 89.0% 11.0% 0.890 Tomatoes 54 27 32.5% 67.5% 0.325 93.1% 6.9% 0.931 Clover/Wildflowers 58 0 0.0% 100.0% 0.000 n/a n/a n/a Sod/Grass Seed 59 387 43.0% 57.0% 0.430 75.6% 24.4% 0.756 Switchgrass 60 0 0.0% 100.0% 0.000 n/a n/a n/a Fallow/Idle Cropland 61 563 16.9% 83.1% 0.168 73.6% 26.4% 0.735 Peaches 67 11 40.7% 59.3% 0.407 78.6% 21.4% 0.786 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 Pecans 74 0 0.0% 100.0% 0.000 n/a n/a n/a Walnuts 76 0 0.0% 100.0% 0.000 n/a n/a n/a Triticale 205 44 53.7% 46.3% 0.537 95.7% 4.3% 0.957 Cantaloupes 209 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 Squash 222 0 0.0% 100.0% 0.000 0.0% 100.0% 0.000 Dbl Crop WinWht/Corn 225 196 21.7% 78.3% 0.217 61.4% 38.6% 0.614 Dbl Crop Oats/Corn 226 0 0.0% 100.0% 0.000 n/a n/a n/a Pumpkins 229 0 0.0% 100.0% 0.000 n/a n/a n/a Dbl Crop WinWht/Sorghum 236 4 9.1% 90.9% 0.091 23.5% 76.5% 0.235 Dbl Crop Barley/Corn 237 0 0.0% 100.0% 0.000 n/a n/a n/a Dbl Crop WinWht/Cotton 238 27 62.8% 37.2% 0.628 100.0% 0.0% 1.000 Dbl Crop Soybeans/Oats 240 89 22.8% 77.2% 0.228 89.0% 11.0% 0.890 Blueberries 242 0 0.0% 100.0% 0.000 n/a n/a n/a Cabbage 243 0 0.0% 100.0% 0.000 n/a n/a n/a 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 44 33.8% 66.2% 0.338 74.6% 25.4% 0.746 *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