USDA, National Agricultural Statistics Service, 2017 Michigan Cropland Data Layer CLASSIFICATION INPUTS: DEIMOS-1 DATE 20170418 PATH/ROW(S) 697 DEIMOS-1 DATE 20170424 PATH/ROW(S) 6DA DEIMOS-1 DATE 20170508 PATH/ROW(S) 779 DEIMOS-1 DATE 20170512 PATH/ROW(S) 7A8 DEIMOS-1 DATE 20170608 PATH/ROW(S) 8DA DEIMOS-1 DATE 20170612 PATH/ROW(S) 905 DEIMOS-1 DATE 20170702 PATH/ROW(S) 9E9 DEIMOS-1 DATE 20170709 PATH/ROW(S) A38 DEIMOS-1 DATE 20170719 PATH/ROW(S) AA4 DEIMOS-1 DATE 20170729 PATH/ROW(S) B14 DEIMOS-1 DATE 20170826 PATH/ROW(S) C37 DEIMOS-1 DATE 20170912 PATH/ROW(S) CC9 DEIMOS-1 DATE 20170919 PATH/ROW(S) D06 DEIMOS-1 DATE 20170922 PATH/ROW(S) D1F RESOURCESAT-2 LISS-3 20170705 PATH/ROW(S) 278 RESOURCESAT-2 LISS-3 20170715 PATH/ROW(S) 280 RESOURCESAT-2 LISS-3 20170729 PATH/ROW(S) 278 RESOURCESAT-2 LISS-3 20170808 PATH/ROW(S) 280 RESOURCESAT-2 LISS-3 20170812 PATH/ROW(S) 276 RESOURCESAT-2 LISS-3 20170901 PATH/ROW(S) 280 RESOURCESAT-2 LISS-3 20170915 PATH/ROW(S) 278 RESOURCESAT-2 LISS-3 20170924 PATH/ROW(S) 275 RESOURCESAT-2 LISS-3 20171004 PATH/ROW(S) 277 RESOURCESAT-2 LISS-3 20171005 PATH/ROW(S) 282 RESOURCESAT-2 LISS-3 20171018 PATH/ROW(S) 275 RESOURCESAT-2 LISS-3 20171019 PATH/ROW(S) 280 LANDSAT 8 OLI/TIRS DATE 20161110 PATH 020 ROW(S) 29-39 LANDSAT 8 OLI/TIRS DATE 20161117 PATH 021 ROW(S) 28-40 LANDSAT 8 OLI/TIRS DATE 20170426 PATH 021 ROW(S) 29-41 LANDSAT 8 OLI/TIRS DATE 20170503 PATH 022 ROW(S) 26-30 35-36 LANDSAT 8 OLI/TIRS DATE 20170512 PATH 021 ROW(S) 27-32 41 LANDSAT 8 OLI/TIRS DATE 20170604 PATH 022 ROW(S) 29-33 37-40 LANDSAT 8 OLI/TIRS DATE 20170704 PATH 024 ROW(S) 26-40 LANDSAT 8 OLI/TIRS DATE 20170706 PATH 022 ROW(S) 26-40 LANDSAT 8 OLI/TIRS DATE 20170715 PATH 021 ROW(S) 27-39 LANDSAT 8 OLI/TIRS DATE 20170729 PATH 023 ROW(S) 27-38 40 LANDSAT 8 OLI/TIRS DATE 20170731 PATH 021 ROW(S) 27-29 31-40 LANDSAT 8 OLI/TIRS DATE 20170807 PATH 022 ROW(S) 27-40 LANDSAT 8 OLI/TIRS DATE 20170809 PATH 020 ROW(S) 28-39 LANDSAT 8 OLI/TIRS DATE 20170825 PATH 020 ROW(S) 28-39 LANDSAT 8 OLI/TIRS DATE 20170901 PATH 021 ROW(S) 27-32 36-39 LANDSAT 8 OLI/TIRS DATE 20170910 PATH 020 ROW(S) 28-39 LANDSAT 8 OLI/TIRS DATE 20170924 PATH 022 ROW(S) 27-36 38-40 LANDSAT 8 OLI/TIRS DATE 20170926 PATH 020 ROW(S) 28-39 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) USDA, NATIONAL RESOURCES CONSERVATION SERVICE, SOIL SURVEY GEOGRAPHIC (SSURGO) DATABASE SENTINEL-2 DATE 20170418 PATH/ROW(S) 083 SENTINEL-2 DATE 20170508 PATH/ROW(S) 083 SENTINEL-2 DATE 20170515 PATH/ROW(S) 040 SENTINEL-2 DATE 20170912 PATH/ROW(S) 040 SENTINEL-2 DATE 20170918 PATH/ROW(S) 126 SENTINEL-2 DATE 20170925 PATH/ROW(S) 083 SENTINEL-2 DATE 20171002 PATH/ROW(S) 040 SENTINEL-2 DATE 20171008 PATH/ROW(S) 126 SENTINEL-2 DATE 20171022 PATH/ROW(S) 040 UK-DMC-2 DATE 20170601 PATH/ROW(S) 0F1 UK-DMC-2 DATE 20170607 PATH/ROW(S) 132 UK-DMC-2 DATE 20170627 PATH/ROW(S) 20B UK-DMC-2 DATE 20170704 PATH/ROW(S) 250 UK-DMC-2 DATE 20170707 PATH/ROW(S) 268 UK-DMC-2 DATE 20170708 PATH/ROW(S) 272 UK-DMC-2 DATE 20170728 PATH/ROW(S) 36B UK-DMC-2 DATE 20170730 PATH/ROW(S) 37C UK-DMC-2 DATE 20170902 PATH/ROW(S) 52D UK-DMC-2 DATE 20170922 PATH/ROW(S) 638 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 Michigan Cropland Data Layer STATEWIDE AGRICULTURAL ACCURACY REPORT Crop-specific covers only *Correct Accuracy Error Kappa ------------------------- ------- -------- ------ ----- OVERALL ACCURACY** 468718 85.0% 15.0% 0.795 Cover Attribute *Correct Producer's Omission User's Commission Cond'l Type Code Pixels Accuracy Error Kappa Accuracy Error Kappa ---- ---- ------ -------- ----- ----- -------- ----- ----- Corn 1 171141 87.9% 12.1% 0.851 92.5% 7.5% 0.906 Sorghum 4 95 25.9% 74.1% 0.259 42.4% 57.6% 0.424 Soybeans 5 184825 86.9% 13.1% 0.835 93.5% 6.5% 0.917 Sunflower 6 34 19.8% 80.2% 0.198 54.8% 45.2% 0.548 Pop or Orn Corn 13 14 22.6% 77.4% 0.226 60.9% 39.1% 0.609 Barley 21 144 35.5% 64.5% 0.354 40.3% 59.7% 0.403 Spring Wheat 23 18 13.6% 86.4% 0.136 45.0% 55.0% 0.450 Winter Wheat 24 35227 88.7% 11.3% 0.883 94.4% 5.6% 0.942 Dbl Crop WinWht/Soybeans 26 1 2.1% 97.9% 0.021 1.6% 98.4% 0.016 Rye 27 373 34.3% 65.7% 0.343 42.2% 57.8% 0.421 Oats 28 1230 56.5% 43.5% 0.564 46.6% 53.4% 0.465 Millet 29 11 39.3% 60.7% 0.393 68.8% 31.3% 0.687 Speltz 30 19 39.6% 60.4% 0.396 30.6% 69.4% 0.306 Canola 31 8 66.7% 33.3% 0.667 80.0% 20.0% 0.800 Alfalfa 36 31146 80.3% 19.7% 0.795 83.8% 16.2% 0.832 Other Hay/Non Alfalfa 37 8025 65.1% 34.9% 0.648 82.8% 17.2% 0.825 Buckwheat 39 0 0.0% 100.0% 0.000 0.0% 100.0% 0.000 Sugarbeets 41 11678 87.9% 12.1% 0.877 90.9% 9.1% 0.908 Dry Beans 42 17138 83.0% 17.0% 0.827 91.1% 8.9% 0.909 Potatoes 43 1467 75.7% 24.3% 0.756 78.0% 22.0% 0.780 Other Crops 44 9 13.2% 86.8% 0.132 24.3% 75.7% 0.243 Misc Vegs & Fruits 47 0 0.0% 100.0% 0.000 n/a n/a n/a Watermelons 48 88 29.6% 70.4% 0.296 98.9% 1.1% 0.989 Onions 49 22 45.8% 54.2% 0.458 100.0% 0.0% 1.000 Cucumbers 50 1412 80.1% 19.9% 0.801 75.3% 24.7% 0.752 Peas 53 115 44.6% 55.4% 0.446 71.0% 29.0% 0.710 Tomatoes 54 83 41.9% 58.1% 0.419 59.3% 40.7% 0.593 Hops 56 0 n/a n/a n/a 0.0% 100.0% 0.000 Herbs 57 76 88.4% 11.6% 0.884 63.9% 36.1% 0.639 Clover/Wildflowers 58 233 30.6% 69.4% 0.306 44.6% 55.4% 0.445 Sod/Grass Seed 59 94 52.5% 47.5% 0.525 62.3% 37.7% 0.622 Switchgrass 60 0 0.0% 100.0% 0.000 0.0% 100.0% 0.000 Fallow/Idle Cropland 61 1083 35.3% 64.7% 0.351 30.5% 69.5% 0.303 Cherries 66 911 78.6% 21.4% 0.786 65.2% 34.8% 0.652 Peaches 67 0 0.0% 100.0% 0.000 0.0% 100.0% 0.000 Apples 68 595 63.7% 36.3% 0.637 72.2% 27.8% 0.722 Grapes 69 443 74.7% 25.3% 0.747 77.3% 22.7% 0.773 Christmas Trees 70 418 53.7% 46.3% 0.537 54.3% 45.7% 0.542 Other Tree Crops 71 0 0.0% 100.0% 0.000 0.0% 100.0% 0.000 Pears 77 0 0.0% 100.0% 0.000 0.0% 100.0% 0.000 Triticale 205 14 16.9% 83.1% 0.169 28.6% 71.4% 0.286 Carrots 206 33 35.5% 64.5% 0.355 38.8% 61.2% 0.388 Asparagus 207 0 n/a n/a n/a 0.0% 100.0% 0.000 Peppers 216 22 31.0% 69.0% 0.310 44.0% 56.0% 0.440 Nectarines 218 0 0.0% 100.0% 0.000 n/a n/a n/a Plums 220 0 0.0% 100.0% 0.000 n/a n/a n/a Strawberries 221 0 0.0% 100.0% 0.000 0.0% 100.0% 0.000 Squash 222 161 41.3% 58.7% 0.413 67.6% 32.4% 0.676 Dbl Crop WinWht/Corn 225 4 8.3% 91.7% 0.083 14.8% 85.2% 0.148 Pumpkins 229 32 35.6% 64.4% 0.356 58.2% 41.8% 0.582 Dbl Crop Corn/Soybeans 241 0 0.0% 100.0% 0.000 n/a n/a n/a Blueberries 242 123 56.2% 43.8% 0.561 37.7% 62.3% 0.377 Cabbage 243 113 72.9% 27.1% 0.729 79.0% 21.0% 0.790 Celery 245 4 23.5% 76.5% 0.235 25.0% 75.0% 0.250 Radishes 246 36 43.4% 56.6% 0.434 100.0% 0.0% 1.000 Turnips 247 0 0.0% 100.0% 0.000 0.0% 100.0% 0.000 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