USDA, National Agricultural Statistics Service, 2017 New York Cropland Data Layer CLASSIFICATION INPUTS: DEIMOS-1 DATE 20170416 PATH/ROW(S) 67C DEIMOS-1 DATE 20170423 PATH/ROW(S) 6CE DEIMOS-1 DATE 20170517 PATH/ROW(S) 7DD DEIMOS-1 DATE 20170611 PATH/ROW(S) 8FB DEIMOS-1 DATE 20170614 PATH/ROW(S) 91E DEIMOS-1 DATE 20170624 PATH/ROW(S) 98F DEIMOS-1 DATE 20170821 PATH/ROW(S) BFF DEIMOS-1 DATE 20170910 PATH/ROW(S) CB7 DEIMOS-1 DATE 20170924 PATH/ROW(S) D2D RESOURCESAT-2 LISS-3 20170516 PATH/ROW(S) 292 RESOURCESAT-2 LISS-3 20170520 PATH/ROW(S) 288 RESOURCESAT-2 LISS-3 20170603 PATH/ROW(S) 286 RESOURCESAT-2 LISS-3 20170731 PATH/ROW(S) 288 RESOURCESAT-2 LISS-3 20170810 PATH/ROW(S) 290 RESOURCESAT-2 LISS-3 20170912 PATH/ROW(S) 287 RESOURCESAT-2 LISS-3 20170917 PATH/ROW(S) 288 RESOURCESAT-2 LISS-3 20170921 PATH/ROW(S) 284 RESOURCESAT-2 LISS-3 20170922 PATH/ROW(S) 289 RESOURCESAT-2 LISS-3 20170927 PATH/ROW(S) 290 LANDSAT 8 OLI/TIRS DATE 20160920 PATH 015 ROW(S) 29-32 34-35 38-43 LANDSAT 8 OLI/TIRS DATE 20160922 PATH 013 ROW(S) 27-36 LANDSAT 8 OLI/TIRS DATE 20160927 PATH 016 ROW(S) 29-43 LANDSAT 8 OLI/TIRS DATE 20160929 PATH 014 ROW(S) 29-30 32-36 LANDSAT 8 OLI/TIRS DATE 20170418 PATH 013 ROW(S) 26-27 30-37 LANDSAT 8 OLI/TIRS DATE 20170423 PATH 016 ROW(S) 28-32 37-39 43 LANDSAT 8 OLI/TIRS DATE 20170504 PATH 013 ROW(S) 26-33 LANDSAT 8 OLI/TIRS DATE 20170509 PATH 016 ROW(S) 30-34 36-43 LANDSAT 8 OLI/TIRS DATE 20170612 PATH 014 ROW(S) 27-36 LANDSAT 8 OLI/TIRS DATE 20170617 PATH 017 ROW(S) 30-41 LANDSAT 8 OLI/TIRS DATE 20170703 PATH 017 ROW(S) 28-41 LANDSAT 8 OLI/TIRS DATE 20170705 PATH 015 ROW(S) 28-37 40-43 LANDSAT 8 OLI/TIRS DATE 20170730 PATH 014 ROW(S) 27-37 42-43 LANDSAT 8 OLI/TIRS DATE 20170824 PATH 013 ROW(S) 27-33 LANDSAT 8 OLI/TIRS DATE 20170916 PATH 014 ROW(S) 27-37 42-43 LANDSAT 8 OLI/TIRS DATE 20170921 PATH 017 ROW(S) 29-41 LANDSAT 8 OLI/TIRS DATE 20170923 PATH 015 ROW(S) 28-38 LANDSAT 8 OLI/TIRS DATE 20170925 PATH 013 ROW(S) 27-33 LANDSAT 8 OLI/TIRS DATE 20171002 PATH 014 ROW(S) 27-36 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 2012-2016 CDLS (INTERNAL USE DATA LAYER) SENTINEL-2 DATE 20170423 PATH/ROW(S) 011 SENTINEL-2 DATE 20170509 PATH/ROW(S) 097 SENTINEL-2 DATE 20170611 PATH/ROW(S) 140 SENTINEL-2 DATE 20170612 PATH/ROW(S) 011 SENTINEL-2 DATE 20170702 PATH/ROW(S) 011 SENTINEL-2 DATE 20170817 PATH/ROW(S) 097 SENTINEL-2 DATE 20170821 PATH/ROW(S) 011 SENTINEL-2 DATE 20170913 PATH/ROW(S) 054 SENTINEL-2 DATE 20170923 PATH/ROW(S) 054 SENTINEL-2 DATE 20171020 PATH/ROW(S) 011 UK-DMC-2 DATE 20170417 PATH/ROW(S) EC9 UK-DMC-2 DATE 20170424 PATH/ROW(S) F24 UK-DMC-2 DATE 20170428 PATH/ROW(S) F5B UK-DMC-2 DATE 20170603 PATH/ROW(S) 106 UK-DMC-2 DATE 20170617 PATH/ROW(S) 1AE UK-DMC-2 DATE 20170703 PATH/ROW(S) 23F UK-DMC-2 DATE 20170716 PATH/ROW(S) 2C9 UK-DMC-2 DATE 20170730 PATH/ROW(S) 37C UK-DMC-2 DATE 20170801 PATH/ROW(S) 393 UK-DMC-2 DATE 20170825 PATH/ROW(S) 4BE UK-DMC-2 DATE 20170904 PATH/ROW(S) 542 UK-DMC-2 DATE 20170917 PATH/ROW(S) 5F4 UK-DMC-2 DATE 20170918 PATH/ROW(S) 601 TRAINING AND VALIDATION: USDA, FARM SERVICE AGENCY 2017 COMMON LAND UNIT DATA USGS, NATIONAL LAND COVER DATASET 2011NOTE: 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, 2017 New York Cropland Data Layer STATEWIDE AGRICULTURAL ACCURACY REPORT Crop-specific covers only *Correct Accuracy Error Kappa ------------------------- ------- -------- ------ ----- OVERALL ACCURACY** 329940 72.9% 27.1% 0.665 Cover Attribute *Correct Producer's Omission User's Commission Cond'l Type Code Pixels Accuracy Error Kappa Accuracy Error Kappa ---- ---- ------ -------- ----- ----- -------- ----- ----- Corn 1 127099 85.3% 14.7% 0.826 86.2% 13.8% 0.837 Sorghum 4 109 17.3% 82.7% 0.173 59.6% 40.4% 0.595 Soybeans 5 32990 73.2% 26.8% 0.721 86.5% 13.5% 0.859 Sunflower 6 46 39.0% 61.0% 0.390 73.0% 27.0% 0.730 Mint 14 0 0.0% 100.0% 0.000 n/a n/a n/a Barley 21 208 19.5% 80.5% 0.194 63.4% 36.6% 0.634 Spring Wheat 23 15 7.4% 92.6% 0.074 57.7% 42.3% 0.577 Winter Wheat 24 12317 78.2% 21.8% 0.779 85.6% 14.4% 0.854 Dbl Crop WinWht/Soybeans 26 18 34.0% 66.0% 0.340 100.0% 0.0% 1.000 Rye 27 299 17.3% 82.7% 0.173 51.6% 48.4% 0.516 Oats 28 1060 35.5% 64.5% 0.354 66.0% 34.0% 0.659 Millet 29 3 5.4% 94.6% 0.054 100.0% 0.0% 1.000 Speltz 30 11 9.8% 90.2% 0.098 68.8% 31.3% 0.687 Alfalfa 36 59250 71.4% 28.6% 0.690 78.7% 21.3% 0.767 Other Hay/Non Alfalfa 37 67578 70.0% 30.0% 0.671 79.7% 20.3% 0.774 Buckwheat 39 4 3.4% 96.6% 0.034 21.1% 78.9% 0.210 Sugarbeets 41 85 22.0% 78.0% 0.220 70.8% 29.2% 0.708 Dry Beans 42 1808 44.5% 55.5% 0.444 72.6% 27.4% 0.725 Potatoes 43 525 48.8% 51.2% 0.488 76.4% 23.6% 0.764 Other Crops 44 0 0.0% 100.0% 0.000 n/a n/a n/a Misc Vegs & Fruits 47 0 0.0% 100.0% 0.000 n/a n/a n/a Watermelons 48 0 0.0% 100.0% 0.000 n/a n/a n/a Onions 49 753 79.7% 20.3% 0.797 83.6% 16.4% 0.836 Cucumbers 50 29 11.7% 88.3% 0.117 46.0% 54.0% 0.460 Peas 53 391 42.5% 57.5% 0.425 75.6% 24.4% 0.756 Hops 56 0 0.0% 100.0% 0.000 0.0% 100.0% 0.000 Herbs 57 0 0.0% 100.0% 0.000 0.0% 100.0% 0.000 Clover/Wildflowers 58 374 13.6% 86.4% 0.136 45.6% 54.4% 0.454 Sod/Grass Seed 59 313 58.5% 41.5% 0.585 71.0% 29.0% 0.710 Fallow/Idle Cropland 61 19743 58.7% 41.3% 0.574 67.7% 32.3% 0.665 Cherries 66 2 1.2% 98.8% 0.012 22.2% 77.8% 0.222 Peaches 67 5 5.0% 95.0% 0.050 62.5% 37.5% 0.625 Apples 68 1925 61.7% 38.3% 0.616 78.5% 21.5% 0.784 Grapes 69 1525 73.5% 26.5% 0.734 87.9% 12.1% 0.879 Christmas Trees 70 23 7.7% 92.3% 0.077 29.5% 70.5% 0.295 Other Tree Crops 71 0 0.0% 100.0% 0.000 n/a n/a n/a Pears 77 1 1.1% 98.9% 0.011 25.0% 75.0% 0.250 Triticale 205 206 15.1% 84.9% 0.151 54.6% 45.4% 0.546 Carrots 206 129 41.3% 58.7% 0.413 84.3% 15.7% 0.843 Broccoli 214 0 0.0% 100.0% 0.000 0.0% 100.0% 0.000 Peppers 216 0 0.0% 100.0% 0.000 n/a n/a n/a Nectarines 218 0 0.0% 100.0% 0.000 n/a n/a n/a Greens 219 20 35.7% 64.3% 0.357 45.5% 54.5% 0.455 Plums 220 0 0.0% 100.0% 0.000 n/a n/a n/a Strawberries 221 1 20.0% 80.0% 0.200 100.0% 0.0% 1.000 Squash 222 400 55.6% 44.4% 0.556 80.6% 19.4% 0.806 Dbl Crop WinWht/Corn 225 10 6.8% 93.2% 0.068 83.3% 16.7% 0.833 Dbl Crop Oats/Corn 226 12 22.6% 77.4% 0.226 100.0% 0.0% 1.000 Lettuce 227 0 0.0% 100.0% 0.000 0.0% 100.0% 0.000 Pumpkins 229 4 3.5% 96.5% 0.035 66.7% 33.3% 0.667 Blueberries 242 0 0.0% 100.0% 0.000 0.0% 100.0% 0.000 Cabbage 243 649 56.3% 43.7% 0.563 82.0% 18.0% 0.820 Cauliflower 244 0 0.0% 100.0% 0.000 n/a n/a n/a Radishes 246 0 0.0% 100.0% 0.000 n/a n/a n/a Eggplants 248 0 0.0% 100.0% 0.000 n/a n/a n/a Gourds 249 0 0.0% 100.0% 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/>.
Data Dictionary: USDA, National Agricultural Statistics Service, 2017 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