USDA, National Agricultural Statistics Service, 2020 Arizona Cropland Data Layer CLASSIFICATION INPUTS: DEIMOS-1 DATE 20200422 SCENE IDENTIFIER 715 DEIMOS-1 DATE 20200502 SCENE IDENTIFIER 77D DEIMOS-1 DATE 20200513 SCENE IDENTIFIER 7F6 DEIMOS-1 DATE 20200523 SCENE IDENTIFIER 84B DEIMOS-1 DATE 20200630 SCENE IDENTIFIER 8C1 RESOURCESAT-2 LISS-3 DATE 20191112 PATH 257 RESOURCESAT-2 LISS-3 DATE 20200423 PATH 256 RESOURCESAT-2 LISS-3 DATE 20200428 PATH 257 RESOURCESAT-2 LISS-3 DATE 20200517 PATH 256 RESOURCESAT-2 LISS-3 DATE 20200615 PATH 257 RESOURCESAT-2 LISS-3 DATE 20200802 PATH 257 RESOURCESAT-2 LISS-3 DATE 20200928 PATH 254 RESOURCESAT-2 LISS-3 DATE 20200929 PATH 259 RESOURCESAT-2 LISS-3 DATE 20201003 PATH 255 LANDSAT 8 OLI/TIRS REAL-TIME DATE 20200520 PATH 037 LANDSAT 8 OLI/TIRS REAL-TIME DATE 20200522 PATH 035 LANDSAT 8 OLI/TIRS REAL-TIME DATE 20200607 PATH 035 LANDSAT 8 OLI/TIRS REAL-TIME DATE 20200628 PATH 038 LANDSAT 8 OLI/TIRS REAL-TIME DATE 20200630 PATH 036 LANDSAT 8 OLI/TIRS REAL-TIME DATE 20200707 PATH 037 LANDSAT 8 OLI/TIRS REAL-TIME DATE 20200730 PATH 038 LANDSAT 8 OLI/TIRS REAL-TIME DATE 20200911 PATH 035 LANDSAT 8 OLI/TIRS REAL-TIME DATE 20201002 PATH 038 LANDSAT 8 OLI/TIRS REAL-TIME DATE 20201004 PATH 036 LANDSAT 8 OLI/TIRS REAL-TIME DATE 20201011 PATH 037 USGS, NATIONAL ELEVATION DATASET USGS, NATIONAL LAND COVER DATABASE 2016 TREE CANOPY USGS, NATIONAL LAND COVER DATABASE 2016 IMPERVIOUSNESS USGS, NATIONAL LAND COVER DATABASE 2016 SHRUBLAND COMPONENT PRODUCTS USDA, NASS CROPLAND DATA LAYERS 2014-2019 SENTINEL-2A DATE 20191022 RELATIVE ORBIT NUMBER 041 SENTINEL-2A DATE 20191104 RELATIVE ORBIT NUMBER 084 SENTINEL-2A DATE 20200425 RELATIVE ORBIT NUMBER 127 SENTINEL-2A DATE 20200502 RELATIVE ORBIT NUMBER 084 SENTINEL-2A DATE 20200515 RELATIVE ORBIT NUMBER 127 SENTINEL-2A DATE 20200519 RELATIVE ORBIT NUMBER 041 SENTINEL-2A DATE 20200618 RELATIVE ORBIT NUMBER 041 SENTINEL-2A DATE 20200621 RELATIVE ORBIT NUMBER 084 SENTINEL-2A DATE 20200628 RELATIVE ORBIT NUMBER 041 SENTINEL-2A DATE 20200810 RELATIVE ORBIT NUMBER 084 SENTINEL-2A DATE 20200817 RELATIVE ORBIT NUMBER 041 SENTINEL-2A DATE 20200902 RELATIVE ORBIT NUMBER 127 SENTINEL-2A DATE 20200906 RELATIVE ORBIT NUMBER 041 SENTINEL-2A DATE 20200926 RELATIVE ORBIT NUMBER 041 SENTINEL-2A DATE 20201002 RELATIVE ORBIT NUMBER 127 SENTINEL-2A DATE 20201003 RELATIVE ORBIT NUMBER 141 SENTINEL-2A DATE 20201006 RELATIVE ORBIT NUMBER 041 SENTINEL-2B DATE 20191112 RELATIVE ORBIT NUMBER 127 SENTINEL-2B DATE 20200424 RELATIVE ORBIT NUMBER 041 SENTINEL-2B DATE 20200427 RELATIVE ORBIT NUMBER 084 SENTINEL-2B DATE 20200517 RELATIVE ORBIT NUMBER 084 SENTINEL-2B DATE 20200606 RELATIVE ORBIT NUMBER 084 SENTINEL-2B DATE 20200706 RELATIVE ORBIT NUMBER 084 SENTINEL-2B DATE 20200709 RELATIVE ORBIT NUMBER 127 SENTINEL-2B DATE 20200805 RELATIVE ORBIT NUMBER 084 SENTINEL-2B DATE 20200808 RELATIVE ORBIT NUMBER 127 SENTINEL-2B DATE 20200819 RELATIVE ORBIT NUMBER 141 SENTINEL-2B DATE 20200904 RELATIVE ORBIT NUMBER 084 SENTINEL-2B DATE 20200924 RELATIVE ORBIT NUMBER 084 SENTINEL-2B DATE 20201001 RELATIVE ORBIT NUMBER 041 SENTINEL-2B DATE 20201004 RELATIVE ORBIT NUMBER 084 TRAINING AND VALIDATION: USDA, FARM SERVICE AGENCY 2020 COMMON LAND UNIT DATA USGS, NATIONAL LAND COVER DATABASE 2016 US BUREAU OF RECLAMATION, LOWER COLORADO RIVER ACCOUNTING SYSTEM 2020 CROP CLASSIFICATIONSNOTE: 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, 2020 Arizona Cropland Data Layer STATEWIDE AGRICULTURAL ACCURACY REPORT Crop-specific covers only *Correct Accuracy Error Kappa ------------------------- ------- -------- ------ ----- OVERALL ACCURACY** 265,822 83.0% 17.0% 0.786 Cover Attribute *Correct Producer's Omission User's Commission Cond'l Type Code Pixels Accuracy Error Kappa Accuracy Error Kappa ---- ---- ------ -------- ----- ----- -------- ----- ----- Corn 1 16512 87.2% 12.8% 0.869 89.2% 10.8% 0.890 Cotton 2 41643 91.0% 9.0% 0.906 92.1% 7.9% 0.917 Sorghum 4 1653 53.7% 46.3% 0.536 81.8% 18.2% 0.817 Sunflower 6 4 5.6% 94.4% 0.056 100.0% 0.0% 1.000 Sweet Corn 12 0 0.0% 100.0% 0.000 0.0% 100.0% 0.000 Mint 14 0 n/a n/a n/a 0.0% 100.0% 0.000 Barley 21 1880 50.6% 49.4% 0.505 65.1% 34.9% 0.649 Durum Wheat 22 6995 77.1% 22.9% 0.769 82.4% 17.6% 0.822 Spring Wheat 23 38 15.3% 84.7% 0.153 58.5% 41.5% 0.585 Winter Wheat 24 3103 50.8% 49.2% 0.506 75.6% 24.4% 0.755 Rye 27 386 44.9% 55.1% 0.449 80.1% 19.9% 0.801 Oats 28 1062 50.7% 49.3% 0.507 70.6% 29.4% 0.705 Millet 29 0 0.0% 100.0% 0.000 n/a n/a n/a Alfalfa 36 110270 92.2% 7.8% 0.910 89.5% 10.5% 0.879 Other Hay/Non Alfalfa 37 6206 64.9% 35.1% 0.647 88.1% 11.9% 0.880 Sugarbeets 41 0 n/a n/a n/a 0.0% 100.0% 0.000 Dry Beans 42 62 8.7% 91.3% 0.087 13.9% 86.1% 0.139 Potatoes 43 313 43.1% 56.9% 0.431 51.8% 48.2% 0.518 Other Crops 44 148 13.7% 86.3% 0.137 48.8% 51.2% 0.488 Watermelons 48 182 54.2% 45.8% 0.541 37.6% 62.4% 0.376 Onions 49 41 7.2% 92.8% 0.072 64.1% 35.9% 0.640 Chick Peas 51 319 64.4% 35.6% 0.644 97.0% 3.0% 0.970 Tomatoes 54 0 n/a n/a n/a 0.0% 100.0% 0.000 Herbs 57 49 26.2% 73.8% 0.262 51.0% 49.0% 0.510 Sod/Grass Seed 59 1059 86.0% 14.0% 0.860 91.0% 9.0% 0.910 Fallow/Idle Cropland 61 47257 84.9% 15.1% 0.840 81.4% 18.6% 0.802 Apples 68 0 n/a n/a n/a 0.0% 100.0% 0.000 Grapes 69 12 60.0% 40.0% 0.599 0.8% 99.2% 0.008 Other Tree Crops 71 0 n/a n/a n/a 0.0% 100.0% 0.000 Citrus 72 62 29.2% 70.8% 0.292 6.7% 93.3% 0.067 Pecans 74 4693 87.7% 12.3% 0.876 93.6% 6.4% 0.936 Pistachios 204 256 56.9% 43.1% 0.569 65.6% 34.4% 0.656 Triticale 205 6736 83.2% 16.8% 0.831 72.9% 27.1% 0.726 Carrots 206 203 33.2% 66.8% 0.332 90.6% 9.4% 0.906 Asparagus 207 0 n/a n/a n/a 0.0% 100.0% 0.000 Garlic 208 69 93.2% 6.8% 0.932 30.9% 69.1% 0.309 Cantaloupes 209 1405 95.3% 4.7% 0.952 94.0% 6.0% 0.940 Olives 211 519 89.8% 10.2% 0.898 94.9% 5.1% 0.949 Oranges 212 128 82.1% 17.9% 0.820 89.5% 10.5% 0.895 Honeydew Melons 213 0 n/a n/a n/a 0.0% 100.0% 0.000 Broccoli 214 306 26.7% 73.3% 0.266 43.8% 56.2% 0.437 Peppers 216 0 n/a n/a n/a 0.0% 100.0% 0.000 Greens 219 1138 67.0% 33.0% 0.670 59.7% 40.3% 0.597 Dbl Crop WinWht/Corn 225 458 53.6% 46.4% 0.535 59.9% 40.1% 0.598 Dbl Crop Oats/Corn 226 3348 79.7% 20.3% 0.796 87.8% 12.2% 0.877 Lettuce 227 2186 56.4% 43.6% 0.562 70.5% 29.5% 0.704 Dbl Crop Triticale/Corn 228 480 39.0% 61.0% 0.389 62.7% 37.3% 0.626 Pumpkins 229 49 83.1% 16.9% 0.830 100.0% 0.0% 1.000 Dbl Crop Lettuce/Cantaloupe 231 319 49.3% 50.7% 0.493 86.9% 13.1% 0.869 Dbl Crop Lettuce/Cotton 232 1825 72.1% 27.9% 0.720 85.6% 14.4% 0.855 Dbl Crop Lettuce/Barley 233 22 37.3% 62.7% 0.373 88.0% 12.0% 0.880 Dbl Crop WinWht/Sorghum 236 1043 69.3% 30.7% 0.692 62.7% 37.3% 0.626 Dbl Crop Barley/Corn 237 0 n/a n/a n/a 0.0% 100.0% 0.000 Dbl Crop WinWht/Cotton 238 1042 63.4% 36.6% 0.633 85.8% 14.2% 0.858 Cabbage 243 336 41.1% 58.9% 0.411 62.8% 37.2% 0.628 Cauliflower 244 0 0.0% 100.0% 0.000 0.0% 100.0% 0.000 Celery 245 5 4.2% 95.8% 0.042 17.9% 82.1% 0.178 Radishes 246 0 0.0% 100.0% 0.000 0.0% 100.0% 0.000 *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 2016). 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, 2020 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 1-60 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 "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 "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 "228" Dbl Crop Triticale/Corn "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