USDA, National Agricultural Statistics Service, 2013 California Cropland Data Layer CLASSIFICATION INPUTS: DEIMOS-1 DATE 20120917 PATH/ROW 598 DEIMOS-1 DATE 20130418 PATH/ROW D5D DEIMOS-1 DATE 20130501 PATH/ROW DC7 DEIMOS-1 DATE 20130504 PATH/ROW DDD DEIMOS-1 DATE 20130520 PATH/ROW E55 DEIMOS-1 DATE 20130530 PATH/ROW EB0 DEIMOS-1 DATE 20130602 PATH/ROW EC6 DEIMOS-1 DATE 20130605 PATH/ROW EDB DEIMOS-1 DATE 20130609 PATH/ROW F03 DEIMOS-1 DATE 20130615 PATH/ROW F3E DEIMOS-1 DATE 20130618 PATH/ROW F52 DEIMOS-1 DATE 20130704 PATH/ROW FE4 DEIMOS-1 DATE 20130708 PATH/ROW 005 DEIMOS-1 DATE 20130718 PATH/ROW 06A DEIMOS-1 DATE 20130721 PATH/ROW 089 DEIMOS-1 DATE 20130724 PATH/ROW 0AA DEIMOS-1 DATE 20130727 PATH/ROW 0CE DEIMOS-1 DATE 20130803 PATH/ROW 105 DEIMOS-1 DATE 20130806 PATH/ROW 123 DEIMOS-1 DATE 20130812 PATH/ROW 155 DEIMOS-1 DATE 20130822 PATH/ROW 1AC DEIMOS-1 DATE 20130828 PATH/ROW 1E9 DEIMOS-1 DATE 20130829 PATH/ROW 1F3 DEIMOS-1 DATE 20130904 PATH/ROW 223 DEIMOS-1 DATE 20130907 PATH/ROW 23B DEIMOS-1 DATE 20130917 PATH/ROW 295 LANDSAT 8 OLI/TIRS DATE 20130416 PATH 044 ROW(S) 26-28 31-35 LANDSAT 8 OLI/TIRS DATE 20130418 PATH 042 ROW(S) 26-27 29 33-36 LANDSAT 8 OLI/TIRS DATE 20130425 PATH 043 ROW(S) 26-28 31-36 LANDSAT 8 OLI/TIRS DATE 20130429 PATH 039 ROW(S) 26-28 37-38 LANDSAT 8 OLI/TIRS DATE 20130511 PATH 043 ROW(S) 26-35 LANDSAT 8 OLI/TIRS DATE 20130520 PATH 042 ROW(S) 26-37 LANDSAT 8 OLI/TIRS DATE 20130522 PATH 040 ROW(S) 26-37 LANDSAT 8 OLI/TIRS DATE 20130605 PATH 042 ROW(S) 26-37 LANDSAT 8 OLI/TIRS DATE 20130607 PATH 040 ROW(S) 26-37 LANDSAT 8 OLI/TIRS DATE 20130612 PATH 043 ROW(S) 26-36 LANDSAT 8 OLI/TIRS DATE 20130614 PATH 041 ROW(S) 26-37 LANDSAT 8 OLI/TIRS DATE 20130621 PATH 042 ROW(S) 26-37 LANDSAT 8 OLI/TIRS DATE 20130623 PATH 040 ROW(S) 26-37 LANDSAT 8 OLI/TIRS DATE 20130628 PATH 043 ROW(S) 26-36 LANDSAT 8 OLI/TIRS DATE 20130630 PATH 041 ROW(S) 26-37 LANDSAT 8 OLI/TIRS DATE 20130712 PATH 045 ROW(S) 26-34 LANDSAT 8 OLI/TIRS DATE 20130714 PATH 043 ROW(S) 26-36 LANDSAT 8 OLI/TIRS DATE 20130716 PATH 041 ROW(S) 26-37 LANDSAT 8 OLI/TIRS DATE 20130728 PATH 045 ROW(S) 26-34 LANDSAT 8 OLI/TIRS DATE 20130730 PATH 043 ROW(S) 26-36 LANDSAT 8 OLI/TIRS DATE 20130803 PATH 039 ROW(S) 26-38 LANDSAT 8 OLI/TIRS DATE 20130804 PATH 046 ROW(S) 26-33 LANDSAT 8 OLI/TIRS DATE 20130808 PATH 042 ROW(S) 26-37 LANDSAT 8 OLI/TIRS DATE 20130810 PATH 040 ROW(S) 26-37 LANDSAT 8 OLI/TIRS DATE 20130813 PATH 045 ROW(S) 26-34 LANDSAT 8 OLI/TIRS DATE 20130815 PATH 043 ROW(S) 26-36 LANDSAT 8 OLI/TIRS DATE 20130817 PATH 041 ROW(S) 26-37 LANDSAT 8 OLI/TIRS DATE 20130831 PATH 043 ROW(S) 26-36 LANDSAT 8 OLI/TIRS DATE 20130909 PATH 042 ROW(S) 26-37 USGS, NATIONAL ELEVATION DATASET USGS, NATIONAL LAND COVER DATASET 2006 IMPERVIOUSNESS USGS, NATIONAL LAND COVER DATASET 2001 TREE CANOPY USDA, NASS CROP MASK BASED ON 2008-2012 CDLS UK-DMC-2 DATE 20120918 PATH/ROW 699 UK-DMC-2 DATE 20130518 PATH/ROW 835 UK-DMC-2 DATE 20130616 PATH/ROW B47 UK-DMC-2 DATE 20130617 PATH/ROW B53 UK-DMC-2 DATE 20130620 PATH/ROW BBE UK-DMC-2 DATE 20130718 PATH/ROW DE7 UK-DMC-2 DATE 20130725 PATH/ROW E93 UK-DMC-2 DATE 20130801 PATH/ROW F73 UK-DMC-2 DATE 20130804 PATH/ROW FC6 UK-DMC-2 DATE 20130827 PATH/ROW 1E3 TRAINING AND VALIDATION: USDA, FARM SERVICE AGENCY 2013 COMMON LAND UNIT DATA USGS, NATIONAL LAND COVER DATASET 2006 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, 2013 California Cropland Data Layer STATEWIDE AGRICULTURAL ACCURACY REPORT Crop-specific covers only *Correct Accuracy Error Kappa ------------------------- ------- -------- ------ ----- OVERALL ACCURACY** 2,803,710 80.4% 19.6% 0.788 Cover ***Attribute *Correct Producer's Omission User's Commission Cond'l Type Code Pixels Accuracy Error Kappa Accuracy Error Kappa ---- ---- ------ -------- ----- ----- -------- ----- ----- Corn 1 154824 88.32% 11.68% 0.878 88.64% 11.36% 0.882 Cotton 2 157981 94.63% 5.37% 0.944 93.74% 6.26% 0.935 Rice 3 472821 99.29% 0.71% 0.992 99.35% 0.65% 0.993 Sorghum 4 2404 27.72% 72.28% 0.277 68.84% 31.16% 0.688 Sunflower 6 32615 91.27% 8.73% 0.912 89.55% 10.45% 0.895 Sweet Corn 12 731 15.10% 84.90% 0.150 27.77% 72.23% 0.277 Pop or Orn Corn 13 0 n/a n/a n/a 0.00% 100.00% 0.000 Mint 14 59 12.58% 87.42% 0.126 16.57% 83.43% 0.166 Barley 21 32695 59.39% 40.61% 0.590 81.26% 18.74% 0.810 Durum Wheat 22 22071 48.31% 51.69% 0.479 62.69% 37.31% 0.623 Spring Wheat 23 8524 77.50% 22.50% 0.774 85.76% 14.24% 0.857 Winter Wheat 24 218991 76.27% 23.73% 0.747 78.10% 21.90% 0.766 Other Small Grains 25 0 0.00% 100.00% 0.000 0.00% 100.00% 0.000 Rye 27 3254 51.37% 48.63% 0.513 77.13% 22.87% 0.771 Oats 28 26997 43.22% 56.78% 0.426 60.41% 39.59% 0.599 Millet 29 0 n/a n/a n/a 0.00% 100.00% 0.000 Canola 31 38 29.46% 70.54% 0.295 29.23% 70.77% 0.292 Safflower 33 10837 65.67% 34.33% 0.656 78.65% 21.35% 0.786 Alfalfa 36 522910 92.79% 7.21% 0.917 87.58% 12.42% 0.858 Other Hay/Non Alfalfa 37 78349 64.71% 35.29% 0.638 72.41% 27.59% 0.716 Camelina 38 0 n/a n/a n/a 0.00% 100.00% 0.000 Sugarbeets 41 6087 48.84% 51.16% 0.487 47.24% 52.76% 0.471 Dry Beans 42 10731 80.35% 19.65% 0.803 82.79% 17.21% 0.827 Potatoes 43 6547 84.01% 15.99% 0.840 87.56% 12.44% 0.875 Other Crops 44 4154 73.26% 26.74% 0.732 81.05% 18.95% 0.810 Sugarcane 45 0 0.00% 100.00% 0.000 n/a n/a n/a Sweet Potatoes 46 594 72.09% 27.91% 0.721 78.57% 21.43% 0.786 Misc Vegs & Fruits 47 4589 24.37% 75.63% 0.242 46.97% 53.03% 0.467 Watermelons 48 566 10.85% 89.15% 0.108 25.53% 74.47% 0.254 Onions 49 13721 69.85% 30.15% 0.697 79.60% 20.40% 0.795 Cucumbers 50 16 2.61% 97.39% 0.026 29.63% 70.37% 0.296 Peas 53 888 29.31% 70.69% 0.293 55.09% 44.91% 0.551 Tomatoes 54 127848 89.18% 10.82% 0.888 88.04% 11.96% 0.876 Caneberries 55 0 0.00% 100.00% 0.000 0.00% 100.00% 0.000 Herbs 57 658 24.15% 75.85% 0.241 40.34% 59.66% 0.403 Clover/Wildflowers 58 16595 87.67% 12.33% 0.876 87.92% 12.08% 0.879 Sod/Grass Seed 59 1696 2.71% 97.29% 0.027 69.22% 30.78% 0.688 Fallow/Idle Cropland 61 199961 79.45% 20.55% 0.780 69.26% 30.74% 0.674 Cherries 66 2494 37.81% 62.19% 0.378 63.35% 36.65% 0.633 Peaches 67 3307 65.89% 34.11% 0.659 81.15% 18.85% 0.811 Apples 68 714 60.51% 39.49% 0.605 94.20% 5.80% 0.942 Grapes 69 97634 88.03% 11.97% 0.877 88.15% 11.85% 0.879 Other Tree Crops 71 6968 65.01% 34.99% 0.649 78.75% 21.25% 0.787 Citrus 72 14766 31.44% 68.56% 0.310 47.22% 52.78% 0.467 Pecans 74 363 33.89% 66.11% 0.339 53.07% 46.93% 0.531 Almonds 75 224513 90.04% 9.96% 0.895 90.83% 9.17% 0.903 Walnuts 76 52770 78.83% 21.17% 0.785 82.32% 17.68% 0.821 Pears 77 2158 82.46% 17.54% 0.825 86.60% 13.40% 0.866 Pistachios 204 44243 78.13% 21.87% 0.779 85.31% 14.69% 0.851 Triticale 205 17123 59.26% 40.74% 0.591 77.95% 22.05% 0.778 Carrots 206 4888 46.10% 53.90% 0.460 58.60% 41.40% 0.585 Asparagus 207 762 57.81% 42.19% 0.578 72.30% 27.70% 0.723 Garlic 208 11613 97.03% 2.97% 0.970 98.12% 1.88% 0.981 Cantaloupes 209 993 20.48% 79.52% 0.204 52.40% 47.60% 0.523 Olives 211 7154 62.47% 37.53% 0.624 87.71% 12.29% 0.877 Oranges 212 8804 82.08% 17.92% 0.820 83.29% 16.71% 0.833 Honeydew Melons 213 2017 50.97% 49.03% 0.509 72.24% 27.76% 0.722 Broccoli 214 915 28.03% 71.97% 0.280 35.31% 64.69% 0.353 Peppers 216 364 33.30% 66.70% 0.333 59.48% 40.52% 0.595 Pomegranates 217 4869 61.28% 38.72% 0.612 84.05% 15.95% 0.840 Nectarines 218 135 19.34% 80.66% 0.193 68.18% 31.82% 0.682 Greens 219 998 57.96% 42.04% 0.579 34.11% 65.89% 0.341 Plums 220 4975 49.02% 50.98% 0.489 81.28% 18.72% 0.812 Strawberries 221 485 27.22% 72.78% 0.272 74.62% 25.38% 0.746 Squash 222 0 0.00% 100.00% 0.000 0.00% 100.00% 0.000 Apricots 223 169 15.36% 84.64% 0.154 87.56% 12.44% 0.876 Vetch 224 121 29.23% 70.77% 0.292 43.21% 56.79% 0.432 Dbl Crop WinWht/Corn 225 106833 80.91% 19.09% 0.803 74.93% 25.07% 0.742 Dbl Crop Oats/Corn 226 20463 63.94% 36.06% 0.637 59.54% 40.46% 0.592 Lettuce 227 2403 34.11% 65.89% 0.340 37.80% 62.20% 0.377 Pumpkins 229 98 20.59% 79.41% 0.206 22.63% 77.37% 0.226 Dbl Crop Lettuce/Durum Wht 230 341 17.14% 82.86% 0.171 20.67% 79.33% 0.206 Dbl Crop Lettuce/Cantaloupe 231 0 0.00% 100.00% 0.000 0.00% 100.00% 0.000 Dbl Crop Durum Wht/Sorghum 234 38 10.11% 89.89% 0.101 97.44% 2.56% 0.974 Dbl Crop Barley/Sorghum 235 1010 75.43% 24.57% 0.754 90.99% 9.01% 0.910 Dbl Crop WinWht/Sorghum 236 14526 66.68% 33.32% 0.665 77.16% 22.84% 0.770 Dbl Crop Barley/Corn 237 751 33.44% 66.56% 0.334 47.53% 52.47% 0.475 Dbl Crop WinWht/Cotton 238 0 0.00% 100.00% 0.000 0.00% 100.00% 0.000 Blueberries 242 12 6.56% 93.44% 0.066 28.57% 71.43% 0.286 Cabbage 243 168 23.01% 76.99% 0.230 21.03% 78.97% 0.210 Cauliflower 244 0 0.00% 100.00% 0.000 0.00% 100.00% 0.000 Eggplants 248 0 0.00% 100.00% 0.000 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 and 200-255). FSA-sampled grass and pasture, aquaculture, and all NLCD-sampled categories (codes 62-65 and 81-199) 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 2006). 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 attribute codes above may not necessarily match the most current coding scheme. Please check the Entity_and_Attribute_Detail_Citation Section of this metadata file to verify the current attribute codes and category names.
***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, 2013 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