USDA, National Agricultural Statistics Service, 2016 California Cropland Data Layer CLASSIFICATION INPUTS: DEIMOS-1 DATE 20160416 PATH/ROW 7DE DEIMOS-1 DATE 20160510 PATH/ROW 8C3 DEIMOS-1 DATE 20160516 PATH/ROW 90D DEIMOS-1 DATE 20160517 PATH/ROW 919 DEIMOS-1 DATE 20160530 PATH/ROW 9A2 DEIMOS-1 DATE 20160602 PATH/ROW 9C2 DEIMOS-1 DATE 20160603 PATH/ROW 9CD DEIMOS-1 DATE 20160606 PATH/ROW 9ED DEIMOS-1 DATE 20160623 PATH/ROW AA0 DEIMOS-1 DATE 20160704 PATH/ROW B19 DEIMOS-1 DATE 20160707 PATH/ROW B3D DEIMOS-1 DATE 20160717 PATH/ROW BAD DEIMOS-1 DATE 20160721 PATH/ROW BD8 DEIMOS-1 DATE 20160723 PATH/ROW BF0 DEIMOS-1 DATE 20160724 PATH/ROW BFF DEIMOS-1 DATE 20160806 PATH/ROW C9D DEIMOS-1 DATE 20160816 PATH/ROW D1F DEIMOS-1 DATE 20160817 PATH/ROW D2C DEIMOS-1 DATE 20160902 PATH/ROW DF7 DEIMOS-1 DATE 20160910 PATH/ROW E55 LANDSAT 8 OLI/TIRS DATE 20151026 PATH 041 ROW(S) 26-37 LANDSAT 8 OLI/TIRS DATE 20151031 PATH 044 ROW(S) 26-35 LANDSAT 8 OLI/TIRS DATE 20151113 PATH 039 ROW(S) 26-38 LANDSAT 8 OLI/TIRS DATE 20151116 PATH 044 ROW(S) 26-35 LANDSAT 8 OLI/TIRS DATE 20151118 PATH 042 ROW(S) 26-37 LANDSAT 8 OLI/TIRS DATE 20151120 PATH 040 ROW(S) 26-37 LANDSAT 8 OLI/TIRS DATE 20151123 PATH 045 ROW(S) 26-34 LANDSAT 8 OLI/TIRS DATE 20151129 PATH 039 ROW(S) 26-38 LANDSAT 8 OLI/TIRS DATE 20160415 PATH 045 ROW(S) 26-34 LANDSAT 8 OLI/TIRS DATE 20160419 PATH 041 ROW(S) 26-38 LANDSAT 8 OLI/TIRS DATE 20160421 PATH 039 ROW(S) 26-38 LANDSAT 8 OLI/TIRS DATE 20160424 PATH 044 ROW(S) 27-35 LANDSAT 8 OLI/TIRS DATE 20160510 PATH 044 ROW(S) 26-34 LANDSAT 8 OLI/TIRS DATE 20160512 PATH 042 ROW(S) 26-36 LANDSAT 8 OLI/TIRS DATE 20160517 PATH 045 ROW(S) 26-34 LANDSAT 8 OLI/TIRS DATE 20160523 PATH 039 ROW(S) 27 29-38 LANDSAT 8 OLI/TIRS DATE 20160624 PATH 039 ROW(S) 26-38 LANDSAT 8 OLI/TIRS DATE 20160627 PATH 044 ROW(S) 26-35 LANDSAT 8 OLI/TIRS DATE 20160629 PATH 042 ROW(S) 26-36 LANDSAT 8 OLI/TIRS DATE 20160708 PATH 041 ROW(S) 26-37 LANDSAT 8 OLI/TIRS DATE 20160710 PATH 039 ROW(S) 28-38 LANDSAT 8 OLI/TIRS DATE 20160713 PATH 044 ROW(S) 26-34 LANDSAT 8 OLI/TIRS DATE 20160715 PATH 042 ROW(S) 26-36 LANDSAT 8 OLI/TIRS DATE 20160717 PATH 040 ROW(S) 26-37 LANDSAT 8 OLI/TIRS DATE 20160720 PATH 045 ROW(S) 26-34 LANDSAT 8 OLI/TIRS DATE 20160729 PATH 044 ROW(S) 26-34 LANDSAT 8 OLI/TIRS DATE 20160802 PATH 040 ROW(S) 26-37 LANDSAT 8 OLI/TIRS DATE 20160804 PATH 038 ROW(S) 26-38 LANDSAT 8 OLI/TIRS DATE 20160814 PATH 044 ROW(S) 26-34 LANDSAT 8 OLI/TIRS DATE 20160821 PATH 045 ROW(S) 26-33 LANDSAT 8 OLI/TIRS DATE 20160825 PATH 041 ROW(S) 26-37 LANDSAT 8 OLI/TIRS DATE 20160830 PATH 044 ROW(S) 26 30-35 LANDSAT 8 OLI/TIRS DATE 20160901 PATH 042 ROW(S) 26-36 LANDSAT 8 OLI/TIRS DATE 20160903 PATH 040 ROW(S) 26-37 LANDSAT 8 OLI/TIRS DATE 20160906 PATH 045 ROW(S) 26-28 30-34 LANDSAT 8 OLI/TIRS DATE 20160912 PATH 039 ROW(S) 26 30-38 LANDSAT 8 OLI/TIRS DATE 20160915 PATH 044 ROW(S) 26-35 LANDSAT 8 OLI/TIRS DATE 20160917 PATH 042 ROW(S) 26-36 LANDSAT 8 OLI/TIRS DATE 20160924 PATH 043 ROW(S) 26-36 LANDSAT 8 OLI/TIRS DATE 20160926 PATH 041 ROW(S) 26-37 LANDSAT 8 OLI/TIRS DATE 20160928 PATH 039 ROW(S) 26-38 LANDSAT 8 OLI/TIRS DATE 20161001 PATH 044 ROW(S) 26-35 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 2011-2015 CDLS (INTERNAL USE DATA LAYER) UK-DMC-2 DATE 20160416 PATH/ROW F11 UK-DMC-2 DATE 20160624 PATH/ROW 14A UK-DMC-2 DATE 20160625 PATH/ROW 154 UK-DMC-2 DATE 20160701 PATH/ROW 190 UK-DMC-2 DATE 20160708 PATH/ROW 1AE UK-DMC-2 DATE 20160721 PATH/ROW 1F9 UK-DMC-2 DATE 20160725 PATH/ROW 21F UK-DMC-2 DATE 20160807 PATH/ROW 290 UK-DMC-2 DATE 20160817 PATH/ROW 2EC UK-DMC-2 DATE 20160820 PATH/ROW 30C UK-DMC-2 DATE 20160902 PATH/ROW 393 UK-DMC-2 DATE 20160906 PATH/ROW 3BD TRAINING AND VALIDATION: USDA, FARM SERVICE AGENCY 2016 COMMON LAND UNIT DATA USGS, NATIONAL LAND COVER DATASET 2011 US BUREAU OF RECLAMATION, LOWER COLORADO RIVER ACCOUNTING SYSTEM 2016 CROP CLASSIFICATIONS VINEYARD LOCATIONS AS IDENTIFIED BY E.&J. GALLO WINERY (2013 DATA) NOTE: 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, 2016 California Cropland Data Layer STATEWIDE AGRICULTURAL ACCURACY REPORT Crop-specific covers only *Correct Accuracy Error Kappa ------------------------- ------- -------- ------ ----- OVERALL ACCURACY** 891,603 89.5% 10.5% 0.887 Cover Attribute *Correct Producer's Omission User's Commission Cond'l Type Code Pixels Accuracy Error Kappa Accuracy Error Kappa ---- ---- ------ -------- ----- ----- -------- ----- ----- Corn 1 21854 85.85% 14.15% 0.857 92.68% 7.32% 0.926 Cotton 2 77454 98.04% 1.96% 0.980 94.88% 5.12% 0.947 Rice 3 81801 99.77% 0.23% 0.998 99.89% 0.11% 0.999 Sorghum 4 2062 65.79% 34.21% 0.658 91.40% 8.60% 0.914 Sunflower 6 5789 98.67% 1.33% 0.987 98.54% 1.46% 0.985 Sweet Corn 12 301 43.06% 56.94% 0.430 41.40% 58.60% 0.414 Pop or Orn Corn 13 97 92.38% 7.62% 0.924 97.00% 3.00% 0.970 Mint 14 89 97.80% 2.20% 0.978 100.00% 0.00% 1.000 Barley 21 15129 80.11% 19.89% 0.799 87.93% 12.07% 0.878 Durum Wheat 22 7415 78.92% 21.08% 0.788 81.61% 18.39% 0.815 Spring Wheat 23 1334 96.60% 3.40% 0.966 95.70% 4.30% 0.957 Winter Wheat 24 57803 83.03% 16.97% 0.824 86.43% 13.57% 0.859 Rye 27 676 53.52% 46.48% 0.535 88.83% 11.17% 0.888 Oats 28 7274 74.20% 25.80% 0.741 88.89% 11.11% 0.888 Canola 31 176 81.11% 18.89% 0.811 100.00% 0.00% 1.000 Safflower 33 18674 95.68% 4.32% 0.956 97.31% 2.69% 0.973 Alfalfa 36 133361 96.25% 3.75% 0.959 93.34% 6.66% 0.928 Other Hay/Non Alfalfa 37 22403 82.45% 17.55% 0.822 92.34% 7.66% 0.922 Sugarbeets 41 5713 84.26% 15.74% 0.842 84.88% 15.12% 0.848 Dry Beans 42 4458 89.82% 10.18% 0.898 89.77% 10.23% 0.897 Potatoes 43 2165 80.63% 19.37% 0.806 83.75% 16.25% 0.837 Other Crops 44 880 75.99% 24.01% 0.760 88.62% 11.38% 0.886 Sugarcane 45 0 0.00% 100.00% 0.000 0.00% 100.00% 0.000 Sweet Potatoes 46 103 92.79% 7.21% 0.928 99.04% 0.96% 0.990 Misc Vegs & Fruits 47 1722 73.87% 26.13% 0.738 84.62% 15.38% 0.846 Watermelons 48 526 57.80% 42.20% 0.578 67.09% 32.91% 0.671 Onions 49 6987 77.92% 22.08% 0.778 85.94% 14.06% 0.859 Cucumbers 50 640 94.40% 5.60% 0.944 98.92% 1.08% 0.989 Peas 53 988 56.62% 43.38% 0.566 84.95% 15.05% 0.849 Tomatoes 54 54420 94.32% 5.68% 0.941 94.89% 5.11% 0.947 Herbs 57 623 61.68% 38.32% 0.617 85.93% 14.07% 0.859 Clover/Wildflowers 58 3391 96.01% 3.99% 0.960 97.41% 2.59% 0.974 Sod/Grass Seed 59 334 57.99% 42.01% 0.580 97.09% 2.91% 0.971 Fallow/Idle Cropland 61 102249 90.93% 9.07% 0.903 79.08% 20.92% 0.778 Cherries 66 436 43.08% 56.92% 0.431 89.34% 10.66% 0.893 Peaches 67 155 52.36% 47.64% 0.524 76.73% 23.27% 0.767 Apples 68 20 36.36% 63.64% 0.364 38.46% 61.54% 0.385 Grapes 69 32350 92.24% 7.76% 0.921 92.27% 7.73% 0.921 Other Tree Crops 71 496 61.01% 38.99% 0.610 92.19% 7.81% 0.922 Citrus 72 2930 84.71% 15.29% 0.847 84.46% 15.54% 0.844 Pecans 74 176 59.86% 40.14% 0.599 100.00% 0.00% 1.000 Almonds 75 104166 92.94% 7.06% 0.925 92.57% 7.43% 0.921 Walnuts 76 15464 82.17% 17.83% 0.820 90.82% 9.18% 0.907 Pears 77 280 83.58% 16.42% 0.836 90.91% 9.09% 0.909 Aquaculture 92 167 88.36% 11.64% 0.884 81.86% 18.14% 0.819 Pistachios 204 42206 83.79% 16.21% 0.834 89.90% 10.10% 0.896 Triticale 205 7889 72.30% 27.70% 0.722 86.20% 13.80% 0.861 Carrots 206 3216 65.06% 34.94% 0.650 76.39% 23.61% 0.763 Asparagus 207 61 58.10% 41.90% 0.581 96.83% 3.17% 0.968 Garlic 208 3736 83.11% 16.89% 0.831 92.96% 7.04% 0.929 Cantaloupes 209 2184 64.56% 35.44% 0.645 76.90% 23.10% 0.769 Olives 211 1097 91.34% 8.66% 0.913 93.44% 6.56% 0.934 Oranges 212 2321 75.65% 24.35% 0.756 83.52% 16.48% 0.835 Honeydew Melons 213 1060 69.65% 30.35% 0.696 87.75% 12.25% 0.877 Broccoli 214 180 16.70% 83.30% 0.167 22.67% 77.33% 0.226 Peppers 216 407 68.87% 31.13% 0.689 77.82% 22.18% 0.778 Pomegranates 217 5551 85.07% 14.93% 0.850 89.47% 10.53% 0.894 Nectarines 218 51 45.54% 54.46% 0.455 98.08% 1.92% 0.981 Greens 219 1112 46.06% 53.94% 0.460 47.87% 52.13% 0.478 Plums 220 871 68.15% 31.85% 0.681 91.30% 8.70% 0.913 Strawberries 221 90 68.18% 31.82% 0.682 85.71% 14.29% 0.857 Squash 222 194 77.91% 22.09% 0.779 97.49% 2.51% 0.975 Vetch 224 259 90.24% 9.76% 0.902 100.00% 0.00% 1.000 Dbl Crop WinWht/Corn 225 16171 87.31% 12.69% 0.872 83.83% 16.17% 0.837 Dbl Crop Oats/Corn 226 3688 82.38% 17.62% 0.823 88.31% 11.69% 0.883 Lettuce 227 1088 39.24% 60.76% 0.392 50.89% 49.11% 0.508 Pumpkins 229 97 97.98% 2.02% 0.980 97.98% 2.02% 0.980 Dbl Crop WinWht/Sorghum 236 2235 64.67% 35.33% 0.646 82.56% 17.44% 0.825 Dbl Crop Barley/Corn 237 271 94.43% 5.57% 0.944 88.85% 11.15% 0.889 Dbl Crop WinWht/Cotton 238 47 63.51% 36.49% 0.635 97.92% 2.08% 0.979 Blueberries 242 20 32.79% 67.21% 0.328 90.91% 9.09% 0.909 Cabbage 243 99 28.53% 71.47% 0.285 32.25% 67.75% 0.322 Cauliflower 244 20 5.52% 94.48% 0.055 14.71% 85.29% 0.147 Celery 245 0 n/a n/a n/a 0.00% 100.00% 0.000 Radishes 246 0 0.00% 100.00% 0.000 n/a n/a n/a Turnips 247 18 81.82% 18.18% 0.818 94.74% 5.26% 0.947 *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, 2016 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