USDA, National Agricultural Statistics Service, 2009 California Cropland Data Layer CLASSIFICATION INPUTS: AWIFS DATE 20090405 PATH 249 ROW(S)&QUADRANT(S) 45BD AWIFS DATE 20090508 PATH 246 ROW(S)&QUADRANT(S) 40B 45B AWIFS DATE 20090522 PATH 244 ROW(S)&QUADRANT(S) 35BD 40BD 45B AWIFS DATE 20090527 PATH 245 ROW(S)&QUADRANT(S) 40D 45B AWIFS DATE 20090620 PATH 245 ROW(S)&QUADRANT(S) 40D 45B AWIFS DATE 20090625 PATH 246 ROW(S)&QUADRANT(S) 35BD 40B 45B AWIFS DATE 20090714 PATH 245 ROW(S)&QUADRANT(S) 40D 44B AWIFS DATE 20090715 PATH 250 ROW(S)&QUADRANT(S) 35BD 40BD 45D AWIFS DATE 20090720 PATH 251 ROW(S)&QUADRANT(S) 44ACD 48B AWIFS DATE 20090812 PATH 246 ROW(S)&QUADRANT(S) 40B 45B AWIFS DATE 20090817 PATH 247 ROW(S)&QUADRANT(S) 40D 45B AWIFS DATE 20090826 PATH 244 ROW(S)&QUADRANT(S) 35BD 40BD 45B AWIFS DATE 20090827 PATH 249 ROW(S)&QUADRANT(S) 45BD LANDSAT 5 TM DATE 20090418 PATH 039 ROW(S) 25-38 LANDSAT 5 TM DATE 20090421 PATH 044 ROW(S) 25-35 LANDSAT 5 TM DATE 20090425 PATH 040 ROW(S) 28-32 34-38 LANDSAT 5 TM DATE 20090504 PATH 039 ROW(S) 27-38 LANDSAT 5 TM DATE 20090507 PATH 044 ROW(S) 27-35 LANDSAT 5 TM DATE 20090523 PATH 044 ROW(S) 25-35 LANDSAT 5 TM DATE 20090608 PATH 044 ROW(S) 25-35 LANDSAT 5 TM DATE 20090621 PATH 039 ROW(S) 27-29 31-38 LANDSAT 5 TM DATE 20090624 PATH 044 ROW(S) 27-35 LANDSAT 5 TM DATE 20090701 PATH 045 ROW(S) 25-34 LANDSAT 5 TM DATE 20090705 PATH 041 ROW(S) 25-37 LANDSAT 5 TM DATE 20090707 PATH 039 ROW(S) 25-38 LANDSAT 5 TM DATE 20090710 PATH 044 ROW(S) 25-35 LANDSAT 5 TM DATE 20090717 PATH 045 ROW(S) 25-33 LANDSAT 5 TM DATE 20090721 PATH 041 ROW(S) 25-37 LANDSAT 5 TM DATE 20090726 PATH 044 ROW(S) 25-35 LANDSAT 5 TM DATE 20090730 PATH 040 ROW(S) 25-38 LANDSAT 5 TM DATE 20090808 PATH 039 ROW(S) 25-26 28-29 33-38 LANDSAT 5 TM DATE 20090811 PATH 044 ROW(S) 28-35 LANDSAT 5 TM DATE 20090815 PATH 040 ROW(S) 27-38 LANDSAT 5 TM DATE 20090818 PATH 045 ROW(S) 25-34 LANDSAT 5 TM DATE 20090824 PATH 039 ROW(S) 25-38 LANDSAT 5 TM DATE 20090827 PATH 044 ROW(S) 25-35 LANDSAT 5 TM DATE 20090829 PATH 042 ROW(S) 25-26 28-36 LANDSAT 5 TM DATE 20090903 PATH 045 ROW(S) 26-34 LANDSAT 5 TM DATE 20090907 PATH 041 ROW(S) 25-37 LANDSAT 5 TM DATE 20090909 PATH 039 ROW(S) 25-38 LANDSAT 5 TM DATE 20090916 PATH 040 ROW(S) 25-38 LANDSAT 5 TM DATE 20090918 PATH 038 ROW(S) 25-38 LANDSAT 5 TM DATE 20090925 PATH 039 ROW(S) 25-38 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 2009 COMMON LAND UNITS USGS, NATIONAL LAND COVER DATABASE 2011 (NLCD2006-NLCD2011 PIXELS OF CHANGE REMOVED) US BUREAU OF RECLAMATION, LOWER COLORADO RIVER ACCOUNTING SYSTEM 2009 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.
USDA, National Agricultural Statistics Service, 2009 California Cropland Data Layer STATEWIDE AGRICULTURAL ACCURACY REPORT Crop-specific covers only *Correct Accuracy Error Kappa ------------------------- ------- -------- ------ ----- OVERALL ACCURACY** 3997077 82.6% 17.4% 0.800 Cover Attribute *Correct Producer's Omission User's Commission Cond'l Type Code Pixels Accuracy Error Kappa Accuracy Error Kappa ---- ---- ------ -------- ----- ----- -------- ----- ----- Corn 1 23323 68.4% 31.6% 0.682 58.4% 41.6% 0.581 Cotton 2 35259 85.1% 14.9% 0.850 77.5% 22.5% 0.774 Rice 3 508069 99.4% 0.6% 0.993 99.0% 1.0% 0.989 Sorghum 4 38 5.4% 94.6% 0.054 7.0% 93.0% 0.070 Sunflower 6 8438 81.1% 18.9% 0.810 87.5% 12.5% 0.875 Sweet Corn 12 1234 37.2% 62.8% 0.372 65.7% 34.3% 0.657 Pop or Orn Corn 13 0 n/a n/a n/a 0.0% 100.0% 0.000 Mint 14 2839 83.1% 16.9% 0.831 98.9% 1.1% 0.989 Barley 21 34596 56.0% 44.0% 0.556 72.3% 27.7% 0.720 Durum Wheat 22 106143 82.1% 17.9% 0.816 84.7% 15.3% 0.843 Spring Wheat 23 10364 92.5% 7.5% 0.925 70.8% 29.2% 0.708 Winter Wheat 24 213149 67.0% 33.0% 0.650 67.8% 32.2% 0.658 Rye 27 2475 33.1% 66.9% 0.330 64.2% 35.8% 0.642 Oats 28 41899 39.9% 60.1% 0.390 52.7% 47.3% 0.518 Millet 29 0 n/a n/a n/a 0.0% 100.0% 0.000 Safflower 33 23064 85.2% 14.8% 0.851 91.7% 8.3% 0.916 Alfalfa 36 712033 90.6% 9.4% 0.889 89.2% 10.8% 0.873 Other Hay/Non Alfalfa 37 83088 60.4% 39.6% 0.596 78.0% 22.0% 0.774 Sugarbeets 41 858 62.0% 38.0% 0.620 89.7% 10.3% 0.897 Dry Beans 42 2107 33.7% 66.3% 0.337 61.0% 39.0% 0.610 Potatoes 43 235 38.2% 61.8% 0.382 26.3% 73.7% 0.263 Other Crops 44 3622 54.7% 45.3% 0.546 81.8% 18.2% 0.818 Sugarcane 45 0 0.0% 100.0% 0.000 0.0% 100.0% 0.000 Sweet Potatoes 46 1858 66.3% 33.7% 0.662 82.0% 18.0% 0.820 Misc Vegs & Fruits 47 66 14.3% 85.7% 0.143 22.5% 77.5% 0.225 Watermelons 48 1264 24.4% 75.6% 0.243 36.9% 63.1% 0.369 Onions 49 22232 81.4% 18.6% 0.813 86.3% 13.7% 0.862 Cucumbers 50 1038 27.1% 72.9% 0.271 54.7% 45.3% 0.547 Peas 53 126 8.6% 91.4% 0.086 51.6% 48.4% 0.516 Tomatoes 54 43812 77.0% 23.0% 0.767 78.9% 21.1% 0.787 Caneberries 55 0 0.0% 100.0% 0.000 n/a n/a n/a Herbs 57 795 45.1% 54.9% 0.451 70.2% 29.8% 0.702 Clover/Wildflowers 58 17665 80.9% 19.1% 0.809 84.8% 15.2% 0.848 Sod/Grass Seed 59 2106 44.2% 55.8% 0.442 79.8% 20.2% 0.798 Fallow/Idle Cropland 61 375967 75.7% 24.3% 0.733 78.5% 21.5% 0.763 Cherries 66 1491 25.2% 74.8% 0.252 61.3% 38.7% 0.613 Peaches 67 708 17.7% 82.3% 0.176 51.9% 48.1% 0.518 Apples 68 1101 43.1% 56.9% 0.431 76.8% 23.2% 0.768 Grapes 69 124504 83.3% 16.7% 0.829 89.5% 10.5% 0.892 Other Tree Crops 71 4378 47.9% 52.1% 0.478 68.7% 31.3% 0.687 Citrus 72 9035 72.8% 27.2% 0.727 83.3% 16.7% 0.833 Pecans 74 0 0.0% 100.0% 0.000 0.0% 100.0% 0.000 Almonds 75 1202510 94.6% 5.4% 0.929 93.6% 6.4% 0.916 Walnuts 76 44589 69.0% 31.0% 0.686 74.8% 25.2% 0.744 Pears 77 1455 77.7% 22.3% 0.777 88.7% 11.3% 0.887 Pistachios 204 77674 79.3% 20.7% 0.789 82.5% 17.5% 0.822 Triticale 205 8000 39.9% 60.1% 0.398 69.8% 30.2% 0.697 Carrots 206 8157 59.2% 40.8% 0.591 70.0% 30.0% 0.699 Asparagus 207 0 n/a n/a n/a 0.0% 100.0% 0.000 Garlic 208 3766 47.5% 52.5% 0.475 73.5% 26.5% 0.734 Cantaloupes 209 6285 64.6% 35.4% 0.645 66.7% 33.3% 0.666 Prunes 210 0 n/a n/a n/a 0.0% 100.0% 0.000 Olives 211 12318 67.4% 32.6% 0.673 77.2% 22.8% 0.771 Oranges 212 10423 73.0% 27.0% 0.730 68.3% 31.7% 0.682 Honeydew Melons 213 1090 31.8% 68.2% 0.318 39.9% 60.1% 0.398 Broccoli 214 536 19.7% 80.3% 0.197 56.1% 43.9% 0.561 Peppers 216 70 7.4% 92.6% 0.073 20.3% 79.7% 0.203 Pomegranates 217 12543 64.1% 35.9% 0.640 75.3% 24.7% 0.752 Nectarines 218 176 14.0% 86.0% 0.139 27.0% 73.0% 0.269 Greens 219 1234 27.4% 72.6% 0.274 46.7% 53.3% 0.467 Plums 220 8435 48.0% 52.0% 0.478 71.1% 28.9% 0.710 Strawberries 221 758 45.0% 55.0% 0.450 46.5% 53.5% 0.465 Squash 222 230 35.9% 64.1% 0.359 45.8% 54.2% 0.458 Apricots 223 0 n/a n/a n/a 0.0% 100.0% 0.000 Vetch 224 1276 46.2% 53.8% 0.462 68.5% 31.5% 0.684 Dbl Crop WinWht/Corn 225 117872 80.0% 20.0% 0.794 72.5% 27.5% 0.717 Dbl Crop Oats/Corn 226 45055 63.9% 36.1% 0.634 60.4% 39.6% 0.598 Lettuce 227 2908 35.3% 64.7% 0.352 65.7% 34.3% 0.656 Pumpkins 229 0 0.0% 100.0% 0.000 0.0% 100.0% 0.000 Dbl Crop Lettuce/Cantaloupe 231 89 16.0% 84.0% 0.160 70.6% 29.4% 0.706 Dbl Crop Lettuce/Cotton 232 11 100.0% 0.0% 1.000 9.2% 90.8% 0.092 Dbl Crop Lettuce/Barley 233 0 n/a n/a n/a 0.0% 100.0% 0.000 Dbl Crop Durum Wht/Sorghum 234 0 n/a n/a n/a 0.0% 100.0% 0.000 Dbl Crop WinWht/Sorghum 236 8294 46.2% 53.8% 0.460 57.6% 42.4% 0.575 Dbl Crop Barley/Corn 237 259 36.2% 63.8% 0.362 73.6% 26.4% 0.736 Dbl Crop WinWht/Cotton 238 13 1.3% 98.7% 0.013 22.8% 77.2% 0.228 Blueberries 242 15 6.9% 93.1% 0.069 18.5% 81.5% 0.185 Cabbage 243 0 0.0% 100.0% 0.000 0.0% 100.0% 0.000 Cauliflower 244 57 13.6% 86.4% 0.136 16.2% 83.8% 0.162 Radishes 246 0 n/a n/a n/a 0.0% 100.0% 0.000 Turnips 247 0 n/a n/a n/a 0.0% 100.0% 0.000 Eggplants 248 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, 2009 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