USDA, National Agricultural Statistics Service, 2018 Tennessee Cropland Data Layer CLASSIFICATION INPUTS: DEIMOS-1 DATE 20180427 SCENE IDENTIFIER 2A0 DEIMOS-1 DATE 20180513 SCENE IDENTIFIER 34D DEIMOS-1 DATE 20180524 SCENE IDENTIFIER 3AB DEIMOS-1 DATE 20180606 SCENE IDENTIFIER 421 DEIMOS-1 DATE 20180607 SCENE IDENTIFIER 429 DEIMOS-1 DATE 20180616 SCENE IDENTIFIER 49A DEIMOS-1 DATE 20180617 SCENE IDENTIFIER 4A6 DEIMOS-1 DATE 20180704 SCENE IDENTIFIER 583 DEIMOS-1 DATE 20180721 SCENE IDENTIFIER 641 DEIMOS-1 DATE 20180725 SCENE IDENTIFIER 66C RESOURCESAT-2 LISS-3 20180421 PATH 283 RESOURCESAT-2 LISS-3 20180508 PATH 277 RESOURCESAT-2 LISS-3 20180513 PATH 278 RESOURCESAT-2 LISS-3 20180719 PATH 277 RESOURCESAT-2 LISS-3 20180720 PATH 282 RESOURCESAT-2 LISS-3 20180729 PATH 279 RESOURCESAT-2 LISS-3 20180823 PATH 284 LANDSAT 8 OLI/TIRS REAL-TIME DATE 20180420 PATH 022 LANDSAT 8 OLI/TIRS REAL-TIME DATE 20180429 PATH 021 LANDSAT 8 OLI/TIRS REAL-TIME DATE 20180503 PATH 017 LANDSAT 8 OLI/TIRS REAL-TIME DATE 20180506 PATH 022 LANDSAT 8 OLI/TIRS REAL-TIME DATE 20180513 PATH 023 LANDSAT 8 OLI/TIRS REAL-TIME DATE 20180515 PATH 021 LANDSAT 8 OLI/TIRS REAL-TIME DATE 20180607 PATH 022 LANDSAT 8 OLI/TIRS REAL-TIME DATE 20180616 PATH 021 LANDSAT 8 OLI/TIRS REAL-TIME DATE 20180618 PATH 019 LANDSAT 8 OLI/TIRS REAL-TIME DATE 20180704 PATH 019 LANDSAT 8 OLI/TIRS REAL-TIME DATE 20180718 PATH 021 LANDSAT 8 OLI/TIRS REAL-TIME DATE 20180720 PATH 019 LANDSAT 8 OLI/TIRS REAL-TIME DATE 20180729 PATH 018 LANDSAT 8 OLI/TIRS REAL-TIME DATE 20180904 PATH 021 USGS, NATIONAL ELEVATION DATASET USGS, NATIONAL LAND COVER DATABASE 2011 IMPERVIOUSNESS USGS, NATIONAL LAND COVER DATABASE 2011 TREE CANOPY USDA, NASS AG MASK BASED ON 2012-2017 CDLS (INTERNAL USE DATA LAYER) USDA, NASS CROPLAND DATA LAYERS 2008-2017 SWITCHGRASS MASK BASED ON PREVIOUS TENNESSEE CDLS (INTERNAL USE DATA LAYER) SENTINEL-2A DATE 20180417 RELATIVE ORBIT NUMBER 140 SENTINEL-2A DATE 20180420 RELATIVE ORBIT NUMBER 040 SENTINEL-2A DATE 20180430 RELATIVE ORBIT NUMBER 040 SENTINEL-2A DATE 20180506 RELATIVE ORBIT NUMBER 126 SENTINEL-2A DATE 20180513 RELATIVE ORBIT NUMBER 083 SENTINEL-2A DATE 20180605 RELATIVE ORBIT NUMBER 126 SENTINEL-2A DATE 20180616 RELATIVE ORBIT NUMBER 140 SENTINEL-2A DATE 20180705 RELATIVE ORBIT NUMBER 126 SENTINEL-2A DATE 20180712 RELATIVE ORBIT NUMBER 083 SENTINEL-2A DATE 20180719 RELATIVE ORBIT NUMBER 040 SENTINEL-2A DATE 20180804 RELATIVE ORBIT NUMBER 126 SENTINEL-2A DATE 20180811 RELATIVE ORBIT NUMBER 083 SENTINEL-2A DATE 20180907 RELATIVE ORBIT NUMBER 040 SENTINEL-2A DATE 20180913 RELATIVE ORBIT NUMBER 126 SENTINEL-2B DATE 20180421 RELATIVE ORBIT NUMBER 126 SENTINEL-2B DATE 20180428 RELATIVE ORBIT NUMBER 083 SENTINEL-2B DATE 20180501 RELATIVE ORBIT NUMBER 126 SENTINEL-2B DATE 20180502 RELATIVE ORBIT NUMBER 140 SENTINEL-2B DATE 20180508 RELATIVE ORBIT NUMBER 083 SENTINEL-2B DATE 20180511 RELATIVE ORBIT NUMBER 126 SENTINEL-2B DATE 20180512 RELATIVE ORBIT NUMBER 140 SENTINEL-2B DATE 20180604 RELATIVE ORBIT NUMBER 040 SENTINEL-2B DATE 20180607 RELATIVE ORBIT NUMBER 083 SENTINEL-2B DATE 20180617 RELATIVE ORBIT NUMBER 083 SENTINEL-2B DATE 20180704 RELATIVE ORBIT NUMBER 040 SENTINEL-2B DATE 20180720 RELATIVE ORBIT NUMBER 126 SENTINEL-2B DATE 20180721 RELATIVE ORBIT NUMBER 140 SENTINEL-2B DATE 20180727 RELATIVE ORBIT NUMBER 083 SENTINEL-2B DATE 20180806 RELATIVE ORBIT NUMBER 083 SENTINEL-2B DATE 20180813 RELATIVE ORBIT NUMBER 040 SENTINEL-2B DATE 20180823 RELATIVE ORBIT NUMBER 040 UK-DMC-2 DATE 20180417 SCENE IDENTIFIER D59 UK-DMC-2 DATE 20180430 SCENE IDENTIFIER DAA UK-DMC-2 DATE 20180501 SCENE IDENTIFIER DAE UK-DMC-2 DATE 20180524 SCENE IDENTIFIER E35 UK-DMC-2 DATE 20180616 SCENE IDENTIFIER F13 UK-DMC-2 DATE 20180712 SCENE IDENTIFIER FFE UK-DMC-2 DATE 20180726 SCENE IDENTIFIER 092 TRAINING AND VALIDATION: USDA, FARM SERVICE AGENCY 2018 COMMON LAND UNIT DATA USGS, NATIONAL LAND COVER DATABASE 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, 2018 Tennessee Cropland Data Layer STATEWIDE AGRICULTURAL ACCURACY REPORT Crop-specific covers only *Correct Accuracy Error Kappa ------------------------- ------- -------- ------ ----- OVERALL ACCURACY** 399,669 79.4% 20.6% 0.720 Cover Attribute *Correct Producer's Omission User's Commission Cond'l Type Code Pixels Accuracy Error Kappa Accuracy Error Kappa ---- ---- ------ -------- ----- ----- -------- ----- ----- Corn 1 94,197 85.7% 14.3% 0.840 93.7% 6.3% 0.929 Cotton 2 46,723 84.2% 15.8% 0.833 94.1% 5.9% 0.937 Rice 3 30 25.4% 74.6% 0.254 96.8% 3.2% 0.968 Sorghum 4 98 16.5% 83.5% 0.165 83.8% 16.2% 0.838 Soybeans 5 197,563 86.5% 13.5% 0.823 90.5% 9.5% 0.874 Sunflower 6 2 9.5% 90.5% 0.095 50.0% 50.0% 0.500 Tobacco 11 83 18.9% 81.1% 0.188 45.1% 54.9% 0.451 Pop or Orn Corn 13 100 49.3% 50.7% 0.493 100.0% 0.0% 1.000 Winter Wheat 24 171 10.5% 89.5% 0.105 28.4% 71.6% 0.283 Dbl Crop WinWht/Soybeans 26 35,417 80.7% 19.3% 0.798 86.2% 13.8% 0.855 Rye 27 3 2.4% 97.6% 0.024 9.7% 90.3% 0.097 Oats 28 - 0.0% 100.0% 0.000 n/a n/a n/a Millet 29 1 1.1% 98.9% 0.011 25.0% 75.0% 0.250 Canola 31 - n/a n/a n/a 0.0% 100.0% 0.000 Alfalfa 36 75 18.8% 81.2% 0.188 60.0% 40.0% 0.600 Other Hay/Non Alfalfa 37 23,269 48.4% 51.6% 0.466 74.1% 25.9% 0.727 Buckwheat 39 - 0.0% 100.0% 0.000 n/a n/a n/a Dry Beans 42 1 1.2% 98.8% 0.012 25.0% 75.0% 0.250 Potatoes 43 - 0.0% 100.0% 0.000 n/a n/a n/a Other Crops 44 - 0.0% 100.0% 0.000 n/a n/a n/a Sweet Potatoes 46 - 0.0% 100.0% 0.000 0.0% 100.0% 0.000 Watermelons 48 - 0.0% 100.0% 0.000 n/a n/a n/a Peas 53 109 66.9% 33.1% 0.669 90.8% 9.2% 0.908 Tomatoes 54 53 53.0% 47.0% 0.530 63.1% 36.9% 0.631 Clover/Wildflowers 58 - 0.0% 100.0% 0.000 0.0% 100.0% 0.000 Sod/Grass Seed 59 755 64.3% 35.7% 0.643 90.3% 9.7% 0.903 Switchgrass 60 - 0.0% 100.0% 0.000 n/a n/a n/a Fallow/Idle Cropland 61 431 18.2% 81.8% 0.181 65.3% 34.7% 0.652 Peaches 67 11 50.0% 50.0% 0.500 78.6% 21.4% 0.786 Apples 68 - 0.0% 100.0% 0.000 n/a n/a n/a Grapes 69 - 0.0% 100.0% 0.000 n/a n/a n/a Christmas Trees 70 - 0.0% 100.0% 0.000 0.0% 100.0% 0.000 Pecans 74 - n/a n/a n/a 0.0% 100.0% 0.000 Triticale 205 23 19.8% 80.2% 0.198 42.6% 57.4% 0.426 Peppers 216 - 0.0% 100.0% 0.000 n/a n/a n/a Plums 220 - 0.0% 100.0% 0.000 n/a n/a n/a Strawberries 221 - 0.0% 100.0% 0.000 n/a n/a n/a Squash 222 5 10.0% 90.0% 0.100 83.3% 16.7% 0.833 Dbl Crop WinWht/Corn 225 411 27.9% 72.1% 0.278 71.4% 28.6% 0.713 Dbl Crop Oats/Corn 226 2 3.1% 96.9% 0.031 100.0% 0.0% 1.000 Pumpkins 229 - 0.0% 100.0% 0.000 0.0% 100.0% 0.000 Dbl Crop WinWht/Sorghum 236 2 6.7% 93.3% 0.067 66.7% 33.3% 0.667 Dbl Crop Barley/Corn 237 - 0.0% 100.0% 0.000 n/a n/a n/a Dbl Crop WinWht/Cotton 238 13 18.8% 81.2% 0.188 100.0% 0.0% 1.000 Dbl Crop Soybeans/Oats 240 49 13.9% 86.1% 0.139 81.7% 18.3% 0.817 Dbl Crop Corn/Soybeans 241 - 0.0% 100.0% 0.000 0.0% 100.0% 0.000 Dbl Crop Barley/Soybeans 254 72 36.4% 63.6% 0.364 55.8% 44.2% 0.558 *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, 2018 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