USDA, National Agricultural Statistics Service, 2014 California Cropland Data Layer CLASSIFICATION INPUTS: DEIMOS-1 DATE 20130904 PATH/ROW 223 DEIMOS-1 DATE 20130907 PATH/ROW 23B DEIMOS-1 DATE 20130916 PATH/ROW 28D DEIMOS-1 DATE 20130917 PATH/ROW 295 DEIMOS-1 DATE 20130920 PATH/ROW 2A8 DEIMOS-1 DATE 20140413 PATH/ROW 8F4 DEIMOS-1 DATE 20140419 PATH/ROW 930 DEIMOS-1 DATE 20140423 PATH/ROW 959 DEIMOS-1 DATE 20140502 PATH/ROW 9BB DEIMOS-1 DATE 20140505 PATH/ROW 9D7 DEIMOS-1 DATE 20140519 PATH/ROW A6D DEIMOS-1 DATE 20140607 PATH/ROW B3F DEIMOS-1 DATE 20140608 PATH/ROW B4C DEIMOS-1 DATE 20140703 PATH/ROW C57 DEIMOS-1 DATE 20140704 PATH/ROW C5F DEIMOS-1 DATE 20140713 PATH/ROW CC7 DEIMOS-1 DATE 20140717 PATH/ROW CF7 DEIMOS-1 DATE 20140730 PATH/ROW D82 DEIMOS-1 DATE 20140805 PATH/ROW DC9 DEIMOS-1 DATE 20140809 PATH/ROW DFD DEIMOS-1 DATE 20140819 PATH/ROW E6C DEIMOS-1 DATE 20140822 PATH/ROW E8C DEIMOS-1 DATE 20140824 PATH/ROW EA5 DEIMOS-1 DATE 20140828 PATH/ROW ED8 DEIMOS-1 DATE 20140901 PATH/ROW F0B DEIMOS-1 DATE 20140903 PATH/ROW F1F DEIMOS-1 DATE 20140907 PATH/ROW F48 DEIMOS-1 DATE 20140917 PATH/ROW FAD LANDSAT 8 OLI/TIRS DATE 20130918 PATH 041 ROW(S) 26-37 LANDSAT 8 OLI/TIRS DATE 20131006 PATH 039 ROW(S) 26-38 LANDSAT 8 OLI/TIRS DATE 20131013 PATH 040 ROW(S) 26-37 LANDSAT 8 OLI/TIRS DATE 20140419 PATH 044 ROW(S) 26-35 LANDSAT 8 OLI/TIRS DATE 20140428 PATH 043 ROW(S) 26-36 LANDSAT 8 OLI/TIRS DATE 20140502 PATH 039 ROW(S) 26-38 LANDSAT 8 OLI/TIRS DATE 20140507 PATH 042 ROW(S) 26-37 LANDSAT 8 OLI/TIRS DATE 20140509 PATH 040 ROW(S) 26-37 LANDSAT 8 OLI/TIRS DATE 20140512 PATH 045 ROW(S) 26-34 LANDSAT 8 OLI/TIRS DATE 20140514 PATH 043 ROW(S) 26-36 LANDSAT 8 OLI/TIRS DATE 20140516 PATH 041 ROW(S) 26-37 LANDSAT 8 OLI/TIRS DATE 20140521 PATH 044 ROW(S) 26-35 LANDSAT 8 OLI/TIRS DATE 20140523 PATH 042 ROW(S) 26-37 LANDSAT 8 OLI/TIRS DATE 20140525 PATH 040 ROW(S) 26-37 LANDSAT 8 OLI/TIRS DATE 20140528 PATH 045 ROW(S) 26-34 LANDSAT 8 OLI/TIRS DATE 20140530 PATH 043 ROW(S) 26-36 LANDSAT 8 OLI/TIRS DATE 20140601 PATH 041 ROW(S) 26-37 LANDSAT 8 OLI/TIRS DATE 20140603 PATH 039 ROW(S) 26-38 LANDSAT 8 OLI/TIRS DATE 20140606 PATH 044 ROW(S) 26-35 LANDSAT 8 OLI/TIRS DATE 20140608 PATH 042 ROW(S) 26-37 LANDSAT 8 OLI/TIRS DATE 20140610 PATH 040 ROW(S) 26-37 LANDSAT 8 OLI/TIRS DATE 20140615 PATH 043 ROW(S) 26-36 LANDSAT 8 OLI/TIRS DATE 20140617 PATH 041 ROW(S) 26-37 LANDSAT 8 OLI/TIRS DATE 20140619 PATH 039 ROW(S) 26-38 LANDSAT 8 OLI/TIRS DATE 20140622 PATH 044 ROW(S) 26-35 LANDSAT 8 OLI/TIRS DATE 20140624 PATH 042 ROW(S) 26-37 LANDSAT 8 OLI/TIRS DATE 20140629 PATH 045 ROW(S) 26-34 LANDSAT 8 OLI/TIRS DATE 20140703 PATH 041 ROW(S) 26-37 LANDSAT 8 OLI/TIRS DATE 20140705 PATH 039 ROW(S) 26-38 LANDSAT 8 OLI/TIRS DATE 20140710 PATH 042 ROW(S) 26-37 LANDSAT 8 OLI/TIRS DATE 20140712 PATH 040 ROW(S) 26-37 LANDSAT 8 OLI/TIRS DATE 20140717 PATH 043 ROW(S) 26-36 LANDSAT 8 OLI/TIRS DATE 20140721 PATH 039 ROW(S) 26-38 LANDSAT 8 OLI/TIRS DATE 20140724 PATH 044 ROW(S) 26-35 LANDSAT 8 OLI/TIRS DATE 20140726 PATH 042 ROW(S) 26-37 LANDSAT 8 OLI/TIRS DATE 20140802 PATH 043 ROW(S) 26-36 LANDSAT 8 OLI/TIRS DATE 20140804 PATH 041 ROW(S) 26-37 LANDSAT 8 OLI/TIRS DATE 20140806 PATH 039 ROW(S) 26-38 LANDSAT 8 OLI/TIRS DATE 20140809 PATH 044 ROW(S) 26-35 LANDSAT 8 OLI/TIRS DATE 20140811 PATH 042 ROW(S) 26-37 LANDSAT 8 OLI/TIRS DATE 20140813 PATH 040 ROW(S) 26-37 LANDSAT 8 OLI/TIRS DATE 20140816 PATH 045 ROW(S) 26-34 LANDSAT 8 OLI/TIRS DATE 20140818 PATH 043 ROW(S) 26-36 LANDSAT 8 OLI/TIRS DATE 20140820 PATH 041 ROW(S) 26-37 LANDSAT 8 OLI/TIRS DATE 20140822 PATH 039 ROW(S) 26-38 LANDSAT 8 OLI/TIRS DATE 20140829 PATH 040 ROW(S) 26-37 LANDSAT 8 OLI/TIRS DATE 20140901 PATH 045 ROW(S) 26-34 LANDSAT 8 OLI/TIRS DATE 20140903 PATH 043 ROW(S) 26-36 LANDSAT 8 OLI/TIRS DATE 20140905 PATH 041 ROW(S) 26-37 LANDSAT 8 OLI/TIRS DATE 20140910 PATH 044 ROW(S) 26-35 LANDSAT 8 OLI/TIRS DATE 20140912 PATH 042 ROW(S) 26-37 LANDSAT 8 OLI/TIRS DATE 20140914 PATH 040 ROW(S) 26-37 LANDSAT 8 OLI/TIRS DATE 20140917 PATH 045 ROW(S) 26-34 LANDSAT 8 OLI/TIRS DATE 20140919 PATH 043 ROW(S) 26-36 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 2010-2013 CDLS (INTERNAL USE DATA LAYER) UK-DMC-2 DATE 20140414 PATH/ROW 0CE UK-DMC-2 DATE 20140504 PATH/ROW 20A UK-DMC-2 DATE 20140520 PATH/ROW 303 UK-DMC-2 DATE 20140606 PATH/ROW 3EA UK-DMC-2 DATE 20140608 PATH/ROW 405 UK-DMC-2 DATE 20140609 PATH/ROW 413 UK-DMC-2 DATE 20140702 PATH/ROW 55B UK-DMC-2 DATE 20140718 PATH/ROW 64C UK-DMC-2 DATE 20140722 PATH/ROW 680 UK-DMC-2 DATE 20140725 PATH/ROW 6A4 UK-DMC-2 DATE 20140801 PATH/ROW 715 UK-DMC-2 DATE 20140820 PATH/ROW 836 UK-DMC-2 DATE 20140902 PATH/ROW 8EE UK-DMC-2 DATE 20140918 PATH/ROW 9D7 TRAINING AND VALIDATION: USDA, FARM SERVICE AGENCY 2014 COMMON LAND UNIT DATA USGS, NATIONAL LAND COVER DATASET 2011 US BUREAU OF RECLAMATION, LOWER COLORADO RIVER ACCOUNTING SYSTEM 2011 CROP CLASSIFICATIONS VINEYARD LOCATIONS AS IDENTIFIED BY E.&J. GALLO WINERY 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, 2014 California Cropland Data Layer STATEWIDE AGRICULTURAL ACCURACY REPORT Crop-specific covers only *Correct Accuracy Error Kappa ------------------------- ------- -------- ------ ----- OVERALL ACCURACY** 2,347,551 84.6% 15.4% 0.832 Cover Attribute *Correct Producer's Omission User's Commission Cond'l Type Code Pixels Accuracy Error Kappa Accuracy Error Kappa ---- ---- ------ -------- ----- ----- -------- ----- ----- Corn 1 78475 85.15% 14.85% 0.848 86.82% 13.18% 0.865 Cotton 2 121807 96.92% 3.08% 0.968 92.51% 7.49% 0.923 Rice 3 359103 99.30% 0.70% 0.992 99.35% 0.65% 0.993 Sorghum 4 1278 28.62% 71.38% 0.286 48.05% 51.95% 0.480 Sunflower 6 26354 86.62% 13.38% 0.865 89.93% 10.07% 0.898 Sweet Corn 12 767 44.06% 55.94% 0.440 42.97% 57.03% 0.429 Pop or Orn Corn 13 0 n/a n/a n/a 0.00% 100.00% 0.000 Mint 14 300 71.77% 28.23% 0.718 89.29% 10.71% 0.893 Barley 21 27335 58.72% 41.28% 0.584 84.42% 15.58% 0.842 Durum Wheat 22 23425 83.40% 16.60% 0.833 81.70% 18.30% 0.816 Spring Wheat 23 4976 67.54% 32.46% 0.675 75.95% 24.05% 0.759 Winter Wheat 24 134879 73.63% 26.37% 0.723 75.87% 24.13% 0.746 Rye 27 580 22.24% 77.76% 0.222 50.88% 49.12% 0.508 Oats 28 19903 48.95% 51.05% 0.486 69.56% 30.44% 0.692 Canola 31 0 n/a n/a n/a 0.00% 100.00% 0.000 Safflower 33 9509 70.04% 29.96% 0.699 72.20% 27.80% 0.721 Alfalfa 36 466697 94.14% 5.86% 0.932 90.73% 9.27% 0.893 Other Hay/Non Alfalfa 37 76917 72.43% 27.57% 0.717 82.43% 17.57% 0.819 Sugarbeets 41 13917 79.30% 20.70% 0.792 80.41% 19.59% 0.803 Dry Beans 42 12591 70.55% 29.45% 0.704 84.69% 15.31% 0.846 Potatoes 43 5529 74.41% 25.59% 0.744 79.33% 20.67% 0.793 Other Crops 44 2620 63.29% 36.71% 0.633 92.68% 7.32% 0.927 Sugarcane 45 0 n/a n/a n/a 0.00% 100.00% 0.000 Sweet Potatoes 46 0 n/a n/a n/a 0.00% 100.00% 0.000 Misc Vegs & Fruits 47 5733 63.92% 36.08% 0.638 78.71% 21.29% 0.787 Watermelons 48 917 33.80% 66.20% 0.338 55.24% 44.76% 0.552 Onions 49 15318 74.15% 25.85% 0.740 85.34% 14.66% 0.853 Cucumbers 50 0 n/a n/a n/a 0.00% 100.00% 0.000 Peas 53 1047 47.96% 52.04% 0.479 68.16% 31.84% 0.681 Tomatoes 54 129020 90.51% 9.49% 0.901 87.75% 12.25% 0.873 Caneberries 55 0 n/a n/a n/a 0.00% 100.00% 0.000 Herbs 57 1332 55.32% 44.68% 0.553 77.17% 22.83% 0.772 Clover/Wildflowers 58 13418 86.16% 13.84% 0.861 91.03% 8.97% 0.910 Sod/Grass Seed 59 2104 66.99% 33.01% 0.670 71.66% 28.34% 0.716 Fallow/Idle Cropland 61 234583 83.79% 16.21% 0.824 79.37% 20.63% 0.777 Cherries 66 1295 32.78% 67.22% 0.327 54.34% 45.66% 0.543 Peaches 67 138 15.79% 84.21% 0.158 54.98% 45.02% 0.550 Apples 68 539 84.22% 15.78% 0.842 91.98% 8.02% 0.920 Grapes 69 109459 91.95% 8.05% 0.917 86.37% 13.63% 0.859 Other Tree Crops 71 1777 78.11% 21.89% 0.781 89.97% 10.03% 0.900 Citrus 72 12380 88.68% 11.32% 0.886 90.94% 9.06% 0.909 Pecans 74 105 58.01% 41.99% 0.580 40.23% 59.77% 0.402 Almonds 75 177061 88.53% 11.47% 0.879 90.73% 9.27% 0.902 Walnuts 76 48097 83.38% 16.62% 0.831 84.17% 15.83% 0.839 Pears 77 1519 74.86% 25.14% 0.749 88.93% 11.07% 0.889 Aquaculture 92 123 35.14% 64.86% 0.351 87.86% 12.14% 0.879 Pistachios 204 42574 72.10% 27.90% 0.717 85.28% 14.72% 0.850 Triticale 205 13859 51.32% 48.68% 0.511 74.75% 25.25% 0.746 Carrots 206 6466 52.62% 47.38% 0.525 72.57% 27.43% 0.725 Asparagus 207 53 16.21% 83.79% 0.162 48.18% 51.82% 0.482 Garlic 208 6603 91.13% 8.87% 0.911 96.69% 3.31% 0.967 Cantaloupes 209 1734 29.30% 70.70% 0.292 61.10% 38.90% 0.610 Olives 211 4440 71.35% 28.65% 0.713 88.57% 11.43% 0.886 Oranges 212 5304 78.71% 21.29% 0.787 81.35% 18.65% 0.813 Honeydew Melons 213 1258 54.98% 45.02% 0.550 61.79% 38.21% 0.618 Broccoli 214 607 29.96% 70.04% 0.299 51.18% 48.82% 0.512 Peppers 216 482 32.99% 67.01% 0.330 62.92% 37.08% 0.629 Pomegranates 217 2468 60.70% 39.30% 0.607 83.24% 16.76% 0.832 Nectarines 218 174 56.86% 43.14% 0.569 68.24% 31.76% 0.682 Greens 219 1869 60.98% 39.02% 0.609 58.66% 41.34% 0.586 Plums 220 2156 38.78% 61.22% 0.387 78.40% 21.60% 0.784 Strawberries 221 306 39.13% 60.87% 0.391 56.56% 43.44% 0.566 Squash 222 48 29.63% 70.37% 0.296 41.74% 58.26% 0.417 Apricots 223 46 30.67% 69.33% 0.307 51.69% 48.31% 0.517 Vetch 224 13 4.29% 95.71% 0.043 8.97% 91.03% 0.090 Dbl Crop WinWht/Corn 225 87609 81.44% 18.56% 0.808 74.73% 25.27% 0.740 Dbl Crop Oats/Corn 226 11715 68.23% 31.77% 0.681 72.90% 27.10% 0.728 Lettuce 227 2424 45.83% 54.17% 0.457 41.94% 58.06% 0.419 Pumpkins 229 121 60.50% 39.50% 0.605 63.68% 36.32% 0.637 Dbl Crop Lettuce/Durum Wht 230 66 11.28% 88.72% 0.113 6.09% 93.91% 0.061 Dbl Crop Lettuce/Cantaloupe 231 0 n/a n/a n/a 0.00% 100.00% 0.000 Dbl Crop Lettuce/Cotton 232 44 97.78% 2.22% 0.978 100.00% 0.00% 1.000 Dbl Crop Durum Wht/Sorghum 234 0 n/a n/a n/a 0.00% 100.00% 0.000 Dbl Crop Barley/Sorghum 235 25 3.77% 96.23% 0.038 14.62% 85.38% 0.146 Dbl Crop WinWht/Sorghum 236 12251 58.55% 41.45% 0.583 63.75% 36.25% 0.635 Dbl Crop Barley/Corn 237 23 5.11% 94.89% 0.051 9.75% 90.25% 0.097 Dbl Crop WinWht/Cotton 238 0 n/a n/a n/a 0.00% 100.00% 0.000 Blueberries 242 9 21.43% 78.57% 0.214 56.25% 43.75% 0.562 Cabbage 243 0 0.00% 100.00% 0.000 0.00% 100.00% 0.000 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 0 n/a n/a n/a 0.00% 100.00% 0.000 Eggplants 248 0 n/a n/a n/a 0.00% 100.00% 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, and all 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, 2014 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