USDA, National Agricultural Statistics Service, 2008 California Cropland Data Layer CLASSIFICATION INPUTS: AWIFS DATE 20080405 PATH 248 ROW(S)&QUADRANT(S) 45BD AWIFS DATE 20080419 PATH 246 ROW(S)&QUADRANT(S) 40D 45B AWIFS DATE 20080420 PATH 251 ROW(S)&QUADRANT(S) 45D AWIFS DATE 20080424 PATH 247 ROW(S)&QUADRANT(S) 45B AWIFS DATE 20080428 PATH 243 ROW(S)&QUADRANT(S) 40D AWIFS DATE 20080429 PATH 248 ROW(S)&QUADRANT(S) 45BD AWIFS DATE 20080503 PATH 244 ROW(S)&QUADRANT(S) 40D 45B AWIFS DATE 20080508 PATH 245 ROW(S)&QUADRANT(S) 40D 45B AWIFS DATE 20080513 PATH 246 ROW(S)&QUADRANT(S) 40D 45BD AWIFS DATE 20080514 PATH 251 ROW(S)&QUADRANT(S) 45D AWIFS DATE 20080517 PATH 242 ROW(S)&QUADRANT(S) 35BD 40BD AWIFS DATE 20080518 PATH 247 ROW(S)&QUADRANT(S) 35B 45B AWIFS DATE 20080522 PATH 243 ROW(S)&QUADRANT(S) 40D 45B AWIFS DATE 20080601 PATH 245 ROW(S)&QUADRANT(S) 40D 45B AWIFS DATE 20080606 PATH 246 ROW(S)&QUADRANT(S) 40BD 45BD AWIFS DATE 20080607 PATH 251 ROW(S)&QUADRANT(S) 45D AWIFS DATE 20080610 PATH 242 ROW(S)&QUADRANT(S) 40D AWIFS DATE 20080611 PATH 247 ROW(S)&QUADRANT(S) 45B AWIFS DATE 20080615 PATH 243 ROW(S)&QUADRANT(S) 35D 40D 45B AWIFS DATE 20080616 PATH 248 ROW(S)&QUADRANT(S) 35B 45BD AWIFS DATE 20080620 PATH 244 ROW(S)&QUADRANT(S) 35BD 40D 45B AWIFS DATE 20080625 PATH 245 ROW(S)&QUADRANT(S) 35D 40D 45B AWIFS DATE 20080630 PATH 246 ROW(S)&QUADRANT(S) 35D 40D 45BD AWIFS DATE 20080701 PATH 251 ROW(S)&QUADRANT(S) 31D 45D AWIFS DATE 20080705 PATH 247 ROW(S)&QUADRANT(S) 31B 45B AWIFS DATE 20080709 PATH 243 ROW(S)&QUADRANT(S) 35BD 40D 45B AWIFS DATE 20080714 PATH 244 ROW(S)&QUADRANT(S) 35BD 40D AWIFS DATE 20080719 PATH 245 ROW(S)&QUADRANT(S) 31B 35BD 40D 45B AWIFS DATE 20080728 PATH 242 ROW(S)&QUADRANT(S) 35BD 40BD AWIFS DATE 20080729 PATH 247 ROW(S)&QUADRANT(S) 31B 35B 45B AWIFS DATE 20080802 PATH 243 ROW(S)&QUADRANT(S) 35D 40D 45B AWIFS DATE 20080803 PATH 248 ROW(S)&QUADRANT(S) 45BD AWIFS DATE 20080807 PATH 244 ROW(S)&QUADRANT(S) 40D 45B AWIFS DATE 20080812 PATH 245 ROW(S)&QUADRANT(S) 35BD 40D 45B AWIFS DATE 20080817 PATH 246 ROW(S)&QUADRANT(S) 30A 35BD 40BD 45BD AWIFS DATE 20080818 PATH 251 ROW(S)&QUADRANT(S) 31D 33A 35B 45D AWIFS DATE 20080821 PATH 242 ROW(S)&QUADRANT(S) 40BD AWIFS DATE 20080822 PATH 247 ROW(S)&QUADRANT(S) 31D 35B 45B AWIFS DATE 20080826 PATH 243 ROW(S)&QUADRANT(S) 35D 40D 45B AWIFS DATE 20080827 PATH 248 ROW(S)&QUADRANT(S) 45BD AWIFS DATE 20080831 PATH 244 ROW(S)&QUADRANT(S) 35BD 40D 45B AWIFS DATE 20080905 PATH 245 ROW(S)&QUADRANT(S) 35D 40D 45B AWIFS DATE 20080910 PATH 246 ROW(S)&QUADRANT(S) 35D 40BD 45B AWIFS DATE 20080914 PATH 242 ROW(S)&QUADRANT(S) 35BD 40BD AWIFS DATE 20080915 PATH 247 ROW(S)&QUADRANT(S) 35B 45B AWIFS DATE 20080920 PATH 248 ROW(S)&QUADRANT(S) 35B 45BD AWIFS DATE 20080924 PATH 244 ROW(S)&QUADRANT(S) 40D 45B AWIFS DATE 20080929 PATH 245 ROW(S)&QUADRANT(S) 35BD 40D 45B LANDSAT 5 TM DATE 20080504 PATH 044 ROW(S) 26-34 LANDSAT 5 TM DATE 20080508 PATH 040 ROW(S) 26-27 29-38 LANDSAT 5 TM DATE 20080510 PATH 038 ROW(S) 26-41 LANDSAT 5 TM DATE 20080511 PATH 045 ROW(S) 27-34 LANDSAT 5 TM DATE 20080513 PATH 043 ROW(S) 29-36 LANDSAT 5 TM DATE 20080517 PATH 039 ROW(S) 26-39 LANDSAT 5 TM DATE 20080522 PATH 042 ROW(S) 34-36 LANDSAT 5 TM DATE 20080531 PATH 041 ROW(S) 26-29 31-37 LANDSAT 5 TM DATE 20080605 PATH 044 ROW(S) 29-35 LANDSAT 5 TM DATE 20080609 PATH 040 ROW(S) 26-27 30-37 LANDSAT 5 TM DATE 20080618 PATH 039 ROW(S) 26-38 LANDSAT 5 TM DATE 20080623 PATH 042 ROW(S) 26-36 LANDSAT 5 TM DATE 20080627 PATH 038 ROW(S) 26-38 LANDSAT 5 TM DATE 20080702 PATH 041 ROW(S) 27-37 LANDSAT 5 TM DATE 20080707 PATH 044 ROW(S) 26-35 LANDSAT 5 TM DATE 20080714 PATH 045 ROW(S) 26-33 LANDSAT 5 TM DATE 20080718 PATH 041 ROW(S) 26-36 LANDSAT 5 TM DATE 20080723 PATH 044 ROW(S) 26-35 LANDSAT 5 TM DATE 20080725 PATH 042 ROW(S) 26-36 LANDSAT 5 TM DATE 20080727 PATH 040 ROW(S) 26-37 LANDSAT 5 TM DATE 20080729 PATH 038 ROW(S) 26-29 31-38 LANDSAT 5 TM DATE 20080730 PATH 045 ROW(S) 26-33 LANDSAT 5 TM DATE 20080801 PATH 043 ROW(S) 27-36 LANDSAT 5 TM DATE 20080803 PATH 041 ROW(S) 26-37 LANDSAT 5 TM DATE 20080805 PATH 039 ROW(S) 26-30 33-38 LANDSAT 5 TM DATE 20080808 PATH 044 ROW(S) 26-34 LANDSAT 5 TM DATE 20080810 PATH 042 ROW(S) 26 28-36 LANDSAT 5 TM DATE 20080815 PATH 045 ROW(S) 26-33 LANDSAT 5 TM DATE 20080817 PATH 043 ROW(S) 26-36 LANDSAT 5 TM DATE 20080819 PATH 041 ROW(S) 26 28-37 LANDSAT 5 TM DATE 20080824 PATH 044 ROW(S) 26-34 LANDSAT 5 TM DATE 20080826 PATH 042 ROW(S) 27-36 LANDSAT 5 TM DATE 20080828 PATH 040 ROW(S) 26-37 LANDSAT 5 TM DATE 20080831 PATH 045 ROW(S) 26-34 LANDSAT 5 TM DATE 20080904 PATH 041 ROW(S) 26-27 29-37 LANDSAT 5 TM DATE 20080906 PATH 039 ROW(S) 29-38 LANDSAT 5 TM DATE 20080909 PATH 044 ROW(S) 26-34 LANDSAT 5 TM DATE 20080913 PATH 040 ROW(S) 26-37 LANDSAT 5 TM DATE 20080915 PATH 038 ROW(S) 26-38 LANDSAT 5 TM DATE 20080918 PATH 043 ROW(S) 26-36 LANDSAT 5 TM DATE 20080920 PATH 041 ROW(S) 26-27 30-37 LANDSAT 5 TM DATE 20080927 PATH 042 ROW(S) 26-36 USGS, NATIONAL ELEVATION DATASET ELEVATION USGS, NATIONAL LAND COVER DATABASE 2001 TREE CANOPY USGS, NATIONAL LAND COVER DATABASE 2006 IMPERVIOUSNESS VINEYARD MASK BASED ON PREVIOUS CALIFORNIA CDLS (INTERNAL USE DATA LAYER) ALMOND MASK BASED ON PREVIOUS CALIFORNIA CDLS (INTERNAL USE DATA LAYER) TRAINING AND VALIDATION: USDA, FARM SERVICE AGENCY 2008 COMMON LAND UNITS USGS, NATIONAL LAND COVER DATABASE 2011 (NLCD2006-NLCD2011 PIXELS OF CHANGE REMOVED) US BUREAU OF RECLAMATION, LOWER COLORADO RIVER ACCOUNTING SYSTEM 2008 CROP CLASSIFICATIONS VINEYARD LOCATIONS AS IDENTIFIED BY E.&J. GALLO WINERY (2012 DATA) ALMOND ORCHARDS AS IDENTIFIED BY LAND IQ (2014 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. 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, 2008 California Cropland Data Layer STATEWIDE AGRICULTURAL ACCURACY REPORT Crop-specific covers only *Correct Accuracy Error Kappa ------------------------- ------- -------- ------ ----- OVERALL ACCURACY** 4093098 82.4% 17.6% 0.801 Cover Attribute *Correct Producer's Omission User's Commission Cond'l Type Code Pixels Accuracy Error Kappa Accuracy Error Kappa ---- ---- ------ -------- ----- ----- -------- ----- ----- Corn 1 80207 80.3% 19.7% 0.800 83.5% 16.5% 0.833 Cotton 2 156384 96.4% 3.6% 0.962 94.9% 5.1% 0.948 Rice 3 445092 99.1% 0.9% 0.990 98.4% 1.6% 0.982 Sorghum 4 545 21.7% 78.3% 0.216 34.0% 66.0% 0.339 Sunflower 6 1058 30.5% 69.5% 0.304 61.4% 38.6% 0.613 Sweet Corn 12 835 18.7% 81.3% 0.187 35.1% 64.9% 0.351 Pop or Orn Corn 13 1 0.5% 99.5% 0.005 11.1% 88.9% 0.111 Mint 14 2690 91.1% 8.9% 0.911 93.1% 6.9% 0.931 Barley 21 30477 49.8% 50.2% 0.495 81.3% 18.7% 0.811 Durum Wheat 22 85721 73.6% 26.4% 0.731 78.3% 21.7% 0.779 Spring Wheat 23 8686 77.0% 23.0% 0.770 79.5% 20.5% 0.795 Winter Wheat 24 269203 77.8% 22.2% 0.764 76.4% 23.6% 0.749 Other Small Grains 25 350 7.0% 93.0% 0.070 14.4% 85.6% 0.143 Rye 27 4839 57.4% 42.6% 0.573 81.6% 18.4% 0.815 Oats 28 31574 37.8% 62.2% 0.372 57.5% 42.5% 0.569 Millet 29 0 0.0% 100.0% 0.000 n/a n/a n/a Safflower 33 44272 75.7% 24.3% 0.755 82.3% 17.7% 0.821 Alfalfa 36 704545 90.9% 9.1% 0.895 89.7% 10.3% 0.881 Other Hay/Non Alfalfa 37 92447 50.0% 50.0% 0.490 80.6% 19.4% 0.799 Sugarbeets 41 1550 41.0% 59.0% 0.410 71.0% 29.0% 0.710 Dry Beans 42 1654 54.9% 45.1% 0.549 54.9% 45.1% 0.549 Potatoes 43 42 25.9% 74.1% 0.259 15.4% 84.6% 0.154 Other Crops 44 12789 83.4% 16.6% 0.834 95.5% 4.5% 0.955 Sugarcane 45 0 0.0% 100.0% 0.000 0.0% 100.0% 0.000 Sweet Potatoes 46 1214 60.2% 39.8% 0.602 86.7% 13.3% 0.867 Misc Vegs & Fruits 47 21 2.2% 97.8% 0.021 4.3% 95.7% 0.042 Watermelons 48 710 17.2% 82.8% 0.172 34.2% 65.8% 0.342 Onions 49 16242 62.2% 37.8% 0.621 76.2% 23.8% 0.761 Cucumbers 50 265 25.2% 74.8% 0.252 66.6% 33.4% 0.666 Peas 53 125 15.0% 85.0% 0.150 45.8% 54.2% 0.458 Tomatoes 54 38600 78.0% 22.0% 0.778 75.0% 25.0% 0.748 Herbs 57 743 43.3% 56.7% 0.433 62.2% 37.8% 0.622 Clover/Wildflowers 58 15011 70.4% 29.6% 0.703 82.4% 17.6% 0.823 Sod/Grass Seed 59 1528 32.2% 67.8% 0.322 72.9% 27.1% 0.729 Fallow/Idle Cropland 61 280786 70.1% 29.9% 0.681 74.9% 25.1% 0.731 Cherries 66 2618 35.6% 64.4% 0.356 60.9% 39.1% 0.608 Peaches 67 1429 25.1% 74.9% 0.251 50.4% 49.6% 0.503 Apples 68 1078 53.9% 46.1% 0.539 67.4% 32.6% 0.674 Grapes 69 111452 83.8% 16.2% 0.835 89.9% 10.1% 0.897 Other Tree Crops 71 4902 58.5% 41.5% 0.584 72.2% 27.8% 0.721 Citrus 72 345 17.4% 82.6% 0.174 44.7% 55.3% 0.447 Pecans 74 0 0.0% 100.0% 0.000 0.0% 100.0% 0.000 Almonds 75 1217190 94.8% 5.2% 0.933 92.8% 7.2% 0.908 Walnuts 76 44670 69.8% 30.2% 0.695 74.3% 25.7% 0.740 Pears 77 335 25.2% 74.8% 0.251 53.9% 46.1% 0.539 Pistachios 204 76166 80.5% 19.5% 0.802 85.6% 14.4% 0.853 Triticale 205 2360 28.5% 71.5% 0.284 68.7% 31.3% 0.687 Carrots 206 8516 52.3% 47.7% 0.522 70.6% 29.4% 0.705 Asparagus 207 0 0.0% 100.0% 0.000 n/a n/a n/a Garlic 208 7725 66.2% 33.8% 0.661 70.6% 29.4% 0.705 Cantaloupes 209 5261 46.2% 53.8% 0.461 65.2% 34.8% 0.652 Olives 211 11034 66.2% 33.8% 0.661 78.4% 21.6% 0.783 Oranges 212 22764 77.6% 22.4% 0.775 82.2% 17.8% 0.821 Honeydew Melons 213 2783 47.6% 52.4% 0.475 64.8% 35.2% 0.648 Broccoli 214 44 3.6% 96.4% 0.036 7.2% 92.8% 0.071 Peppers 216 99 18.4% 81.6% 0.184 37.9% 62.1% 0.379 Pomegranates 217 14318 75.5% 24.5% 0.754 87.1% 12.9% 0.870 Nectarines 218 171 8.5% 91.5% 0.085 18.6% 81.4% 0.186 Greens 219 428 16.8% 83.2% 0.168 66.2% 33.8% 0.661 Plums 220 15410 56.9% 43.1% 0.567 71.5% 28.5% 0.714 Strawberries 221 539 40.9% 59.1% 0.409 79.6% 20.4% 0.796 Squash 222 18 6.8% 93.2% 0.068 24.0% 76.0% 0.240 Apricots 223 0 n/a n/a n/a 0.0% 100.0% 0.000 Vetch 224 338 24.7% 75.3% 0.247 46.8% 53.2% 0.468 Dbl Crop WinWht/Corn 225 130059 81.5% 18.5% 0.809 74.0% 26.0% 0.733 Dbl Crop Oats/Corn 226 63986 75.9% 24.1% 0.756 73.1% 26.9% 0.727 Lettuce 227 5145 54.2% 45.8% 0.542 69.3% 30.7% 0.693 Pumpkins 229 281 44.1% 55.9% 0.441 64.3% 35.7% 0.643 Dbl Crop Lettuce/Cantaloupe 231 47 6.8% 93.2% 0.068 35.6% 64.4% 0.356 Dbl Crop Lettuce/Cotton 232 33 14.5% 85.5% 0.145 91.7% 8.3% 0.917 Dbl Crop WinWht/Sorghum 236 11061 53.7% 46.3% 0.536 63.9% 36.1% 0.638 Dbl Crop Barley/Corn 237 270 22.1% 77.9% 0.221 64.3% 35.7% 0.643 Dbl Crop WinWht/Cotton 238 0 n/a n/a n/a 0.0% 100.0% 0.000 Blueberries 242 1 0.5% 99.5% 0.005 7.7% 92.3% 0.077 Cabbage 243 0 0.0% 100.0% 0.000 0.0% 100.0% 0.000 Cauliflower 244 0 n/a n/a n/a 0.0% 100.0% 0.000 Celery 245 13 76.5% 23.5% 0.765 50.0% 50.0% 0.500 Radishes 246 3 0.9% 99.1% 0.009 100.0% 0.0% 1.000 Turnips 247 0 n/a n/a n/a 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). 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, 2008 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