USDA, National Agricultural Statistics Service, 2015 California Cropland Data Layer CLASSIFICATION INPUTS: DEIMOS-1 DATE 20150418 PATH/ROW 7A1 DEIMOS-1 DATE 20150502 PATH/ROW 85B DEIMOS-1 DATE 20150512 PATH/ROW 8E2 DEIMOS-1 DATE 20150516 PATH/ROW 913 DEIMOS-1 DATE 20150519 PATH/ROW 93B DEIMOS-1 DATE 20150602 PATH/ROW 9F6 DEIMOS-1 DATE 20150716 PATH/ROW C75 DEIMOS-1 DATE 20150726 PATH/ROW D06 DEIMOS-1 DATE 20150729 PATH/ROW D2F DEIMOS-1 DATE 20150805 PATH/ROW D92 DEIMOS-1 DATE 20150812 PATH/ROW DFF DEIMOS-1 DATE 20150818 PATH/ROW E52 DEIMOS-1 DATE 20150904 PATH/ROW F44 DEIMOS-1 DATE 20150918 PATH/ROW 013 DEIMOS-1 DATE 20150924 PATH/ROW 065 DEIMOS-1 DATE 20150925 PATH/ROW 070 LANDSAT 8 OLI/TIRS DATE 20141021 PATH 043 ROW(S) 26-36 LANDSAT 8 OLI/TIRS DATE 20141028 PATH 044 ROW(S) 26-35 LANDSAT 8 OLI/TIRS DATE 20141104 PATH 045 ROW(S) 26-34 LANDSAT 8 OLI/TIRS DATE 20141106 PATH 043 ROW(S) 26-36 LANDSAT 8 OLI/TIRS DATE 20141108 PATH 041 ROW(S) 26-37 LANDSAT 8 OLI/TIRS DATE 20141115 PATH 042 ROW(S) 26-37 LANDSAT 8 OLI/TIRS DATE 20141117 PATH 040 ROW(S) 26-37 LANDSAT 8 OLI/TIRS DATE 20141119 PATH 038 ROW(S) 26-38 LANDSAT 8 OLI/TIRS DATE 20141124 PATH 041 ROW(S) 26-37 LANDSAT 8 OLI/TIRS DATE 20141126 PATH 039 ROW(S) 26-38 LANDSAT 8 OLI/TIRS DATE 20150422 PATH 044 ROW(S) 26-35 LANDSAT 8 OLI/TIRS DATE 20150426 PATH 040 ROW(S) 26-37 LANDSAT 8 OLI/TIRS DATE 20150428 PATH 038 ROW(S) 26-38 LANDSAT 8 OLI/TIRS DATE 20150503 PATH 041 ROW(S) 26-37 LANDSAT 8 OLI/TIRS DATE 20150505 PATH 039 ROW(S) 26-38 LANDSAT 8 OLI/TIRS DATE 20150508 PATH 044 ROW(S) 26-35 LANDSAT 8 OLI/TIRS DATE 20150510 PATH 042 ROW(S) 26-37 LANDSAT 8 OLI/TIRS DATE 20150524 PATH 044 ROW(S) 26-35 LANDSAT 8 OLI/TIRS DATE 20150625 PATH 044 ROW(S) 26-35 LANDSAT 8 OLI/TIRS DATE 20150702 PATH 045 ROW(S) 26-34 LANDSAT 8 OLI/TIRS DATE 20150708 PATH 039 ROW(S) 26-38 LANDSAT 8 OLI/TIRS DATE 20150711 PATH 044 ROW(S) 26-35 LANDSAT 8 OLI/TIRS DATE 20150713 PATH 042 ROW(S) 26-37 LANDSAT 8 OLI/TIRS DATE 20150715 PATH 040 ROW(S) 26-37 LANDSAT 8 OLI/TIRS DATE 20150729 PATH 042 ROW(S) 26-37 LANDSAT 8 OLI/TIRS DATE 20150809 PATH 039 ROW(S) 26-38 LANDSAT 8 OLI/TIRS DATE 20150812 PATH 044 ROW(S) 26-35 LANDSAT 8 OLI/TIRS DATE 20150814 PATH 042 ROW(S) 26-37 LANDSAT 8 OLI/TIRS DATE 20150816 PATH 040 ROW(S) 26-37 LANDSAT 8 OLI/TIRS DATE 20150830 PATH 042 ROW(S) 26-37 LANDSAT 8 OLI/TIRS DATE 20150906 PATH 043 ROW(S) 26-36 LANDSAT 8 OLI/TIRS DATE 20150908 PATH 041 ROW(S) 26-37 LANDSAT 8 OLI/TIRS DATE 20150917 PATH 040 ROW(S) 26-37 LANDSAT 8 OLI/TIRS DATE 20150920 PATH 045 ROW(S) 26-34 LANDSAT 8 OLI/TIRS DATE 20150922 PATH 043 ROW(S) 26-36 LANDSAT 8 OLI/TIRS DATE 20150926 PATH 039 ROW(S) 26-38 LANDSAT 8 OLI/TIRS DATE 20151003 PATH 040 ROW(S) 26-37 LANDSAT 8 OLI/TIRS DATE 20151006 PATH 045 ROW(S) 26-34 LANDSAT 8 OLI/TIRS DATE 20151010 PATH 041 ROW(S) 26-37 LANDSAT 8 OLI/TIRS DATE 20151022 PATH 045 ROW(S) 26-34 LANDSAT 8 OLI/TIRS DATE 20151026 PATH 041 ROW(S) 26-37 LANDSAT 8 OLI/TIRS DATE 20151031 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 2010-2014 CDLS (INTERNAL USE DATA LAYER) UK-DMC-2 DATE 20150417 PATH/ROW 2BE UK-DMC-2 DATE 20150503 PATH/ROW 37A UK-DMC-2 DATE 20150524 PATH/ROW 43F UK-DMC-2 DATE 20150527 PATH/ROW 456 UK-DMC-2 DATE 20150530 PATH/ROW 474 UK-DMC-2 DATE 20150602 PATH/ROW 48D UK-DMC-2 DATE 20150616 PATH/ROW 520 UK-DMC-2 DATE 20150619 PATH/ROW 544 UK-DMC-2 DATE 20150705 PATH/ROW 5E0 UK-DMC-2 DATE 20150706 PATH/ROW 5EA UK-DMC-2 DATE 20150715 PATH/ROW 644 UK-DMC-2 DATE 20150804 PATH/ROW 6F1 UK-DMC-2 DATE 20150818 PATH/ROW 779 UK-DMC-2 DATE 20150903 PATH/ROW 7ED TRAINING AND VALIDATION: USDA, FARM SERVICE AGENCY 2015 COMMON LAND UNIT DATA USGS, NATIONAL LAND COVER DATASET 2011 US BUREAU OF RECLAMATION, LOWER COLORADO RIVER ACCOUNTING SYSTEM 2015 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, 2015 California Cropland Data Layer STATEWIDE AGRICULTURAL ACCURACY REPORT Crop-specific covers only *Correct Accuracy Error Kappa ------------------------- ------- -------- ------ ----- OVERALL ACCURACY** 735,959 82.3% 17.7% 0.807 Cover Attribute *Correct Producer's Omission User's Commission Cond'l Type Code Pixels Accuracy Error Kappa Accuracy Error Kappa ---- ---- ------ -------- ----- ----- -------- ----- ----- Corn 1 18936 83.05% 16.95% 0.829 86.49% 13.51% 0.863 Cotton 2 49010 97.22% 2.78% 0.971 92.74% 7.26% 0.925 Rice 3 62790 99.31% 0.69% 0.993 99.31% 0.69% 0.993 Sorghum 4 884 38.22% 61.78% 0.382 49.55% 50.45% 0.495 Sunflower 6 2867 84.52% 15.48% 0.845 92.66% 7.34% 0.927 Sweet Corn 12 444 57.66% 42.34% 0.576 69.70% 30.30% 0.697 Mint 14 64 84.21% 15.79% 0.842 38.79% 61.21% 0.388 Barley 21 10838 66.66% 33.34% 0.664 77.07% 22.93% 0.769 Durum Wheat 22 14901 82.46% 17.54% 0.823 80.59% 19.41% 0.804 Spring Wheat 23 369 60.10% 39.90% 0.601 73.07% 26.93% 0.731 Winter Wheat 24 38478 69.60% 30.40% 0.688 73.87% 26.13% 0.731 Rye 27 383 27.28% 72.72% 0.272 41.09% 58.91% 0.411 Oats 28 4800 42.15% 57.85% 0.419 63.76% 36.24% 0.635 Millet 29 0 0.00% 100.00% 0.000 n/a n/a n/a Canola 31 0 0.00% 100.00% 0.000 0.00% 100.00% 0.000 Safflower 33 15958 88.90% 11.10% 0.888 94.74% 5.26% 0.947 Alfalfa 36 135925 94.56% 5.44% 0.941 90.81% 9.19% 0.901 Other Hay/Non Alfalfa 37 17196 65.87% 34.13% 0.655 75.31% 24.69% 0.750 Sugarbeets 41 4333 85.06% 14.94% 0.850 87.46% 12.54% 0.874 Dry Beans 42 1574 55.56% 44.44% 0.555 75.49% 24.51% 0.755 Potatoes 43 2681 72.79% 27.21% 0.727 72.81% 27.19% 0.728 Other Crops 44 505 50.30% 49.70% 0.503 83.75% 16.25% 0.837 Sugarcane 45 0 0.00% 100.00% 0.000 n/a n/a n/a Sweet Potatoes 46 7 6.48% 93.52% 0.065 77.78% 22.22% 0.778 Misc Vegs & Fruits 47 1696 65.97% 34.03% 0.659 78.12% 21.88% 0.781 Watermelons 48 263 36.28% 63.72% 0.362 33.46% 66.54% 0.334 Onions 49 5279 73.72% 26.28% 0.736 80.47% 19.53% 0.804 Cucumbers 50 116 29.67% 70.33% 0.297 60.73% 39.27% 0.607 Peas 53 495 50.87% 49.13% 0.509 82.91% 17.09% 0.829 Tomatoes 54 48367 91.42% 8.58% 0.912 91.16% 8.84% 0.909 Herbs 57 219 25.26% 74.74% 0.252 70.87% 29.13% 0.709 Clover/Wildflowers 58 2893 93.69% 6.31% 0.937 92.31% 7.69% 0.923 Sod/Grass Seed 59 199 41.20% 58.80% 0.412 56.53% 43.47% 0.565 Fallow/Idle Cropland 61 100845 84.88% 15.12% 0.837 70.47% 29.53% 0.685 Cherries 66 207 27.97% 72.03% 0.280 71.63% 28.37% 0.716 Peaches 67 11 5.34% 94.66% 0.053 15.71% 84.29% 0.157 Apples 68 240 78.18% 21.82% 0.782 79.47% 20.53% 0.795 Grapes 69 28586 88.86% 11.14% 0.887 90.33% 9.67% 0.902 Other Tree Crops 71 927 73.16% 26.84% 0.732 93.92% 6.08% 0.939 Citrus 72 3348 89.04% 10.96% 0.890 89.54% 10.46% 0.895 Pecans 74 68 33.83% 66.17% 0.338 73.91% 26.09% 0.739 Almonds 75 79005 90.43% 9.57% 0.900 89.66% 10.34% 0.892 Walnuts 76 12160 72.91% 27.09% 0.727 78.97% 21.03% 0.788 Pears 77 272 83.69% 16.31% 0.837 74.32% 25.68% 0.743 Aquaculture 92 40 45.98% 54.02% 0.460 37.38% 62.62% 0.374 Pistachios 204 31075 77.78% 22.22% 0.774 89.42% 10.58% 0.892 Triticale 205 4715 62.59% 37.41% 0.625 69.76% 30.24% 0.696 Carrots 206 2666 60.70% 39.30% 0.606 80.84% 19.16% 0.808 Asparagus 207 0 n/a n/a n/a 0.00% 100.00% 0.000 Garlic 208 2825 74.21% 25.79% 0.742 86.42% 13.58% 0.864 Cantaloupes 209 748 52.82% 47.18% 0.528 62.86% 37.14% 0.628 Olives 211 951 71.99% 28.01% 0.720 82.12% 17.88% 0.821 Oranges 212 2384 79.81% 20.19% 0.798 76.09% 23.91% 0.761 Honeydew Melons 213 492 48.86% 51.14% 0.488 76.40% 23.60% 0.764 Broccoli 214 0 0.00% 100.00% 0.000 0.00% 100.00% 0.000 Peppers 216 264 57.77% 42.23% 0.578 71.16% 28.84% 0.712 Pomegranates 217 1317 57.74% 42.26% 0.577 68.24% 31.76% 0.682 Nectarines 218 1 1.49% 98.51% 0.015 4.00% 96.00% 0.040 Greens 219 1278 77.60% 22.40% 0.776 69.46% 30.54% 0.694 Plums 220 400 40.49% 59.51% 0.405 76.05% 23.95% 0.760 Strawberries 221 86 39.45% 60.55% 0.394 86.87% 13.13% 0.869 Squash 222 8 8.99% 91.01% 0.090 23.53% 76.47% 0.235 Vetch 224 0 0.00% 100.00% 0.000 0.00% 100.00% 0.000 Dbl Crop WinWht/Corn 225 14693 78.84% 21.16% 0.786 73.84% 26.16% 0.736 Dbl Crop Oats/Corn 226 2190 58.42% 41.58% 0.583 65.10% 34.90% 0.650 Lettuce 227 190 15.26% 84.74% 0.152 46.57% 53.43% 0.465 Pumpkins 229 66 85.71% 14.29% 0.857 66.00% 34.00% 0.660 Dbl Crop WinWht/Sorghum 236 1408 34.75% 65.25% 0.347 56.50% 43.50% 0.564 Dbl Crop Barley/Corn 237 49 17.31% 82.69% 0.173 57.65% 42.35% 0.576 Dbl Crop WinWht/Cotton 238 0 0.00% 100.00% 0.000 n/a n/a n/a Cabbage 243 0 0.00% 100.00% 0.000 n/a n/a n/a Cauliflower 244 0 n/a n/a n/a 0.00% 100.00% 0.000 Celery 245 0 0.00% 100.00% 0.000 n/a n/a n/a Radishes 246 14 32.56% 67.44% 0.326 48.28% 51.72% 0.483 Eggplants 248 0 0.00% 100.00% 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/>.
***NOTE: The 1997-2013 CDLs were recoded and re-released in January 2014 to better represent pasture and grass-related categories. A new category named Grass/Pasture (code 176) collapses the following historical CDL categories: Pasture/Grass (code 62), Grassland Herbaceous (code 171), and Pasture/Hay (code 181). This was done to eliminate confusion among these similar land cover types which were not always classified definitionally consistent from state to state or year to year and frequently had poor classification accuracies. This follows the recoding of the entire CDL archive in January 2012 to better align the historical CDLs with the current product. For a detailed list of the category name and code changes, please visit the Frequently Asked Questions (FAQ's) section at <https://www.nass.usda.gov/Research_and_Science/Cropland/sarsfaqs2.php>. Data Dictionary: USDA, National Agricultural Statistics Service, 2015 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