Table 3 Comparison of user’s and producer’s accuracies for random (n = 500,000) pure and mixed pixels (spatial accuracy) from three models: Baseline1 (2008–2013) September no Phenology (SepNP; 2008–2013) and September no phenology with two model mapping approach (SepNP2m; 2008–2016).
From: Rapid Crop Cover Mapping for the Conterminous United States
Year | Corn | Cotton | Sorghum | Soybeans | Spring Wheat | Winter Wheat | Alfalfa | Other Hay/Non Alfalfa | Fallow/idle cropland | Other Crops | |||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
U | P | U | P | U | P | U | P | U | P | U | P | U | P | U | P | U | P | U | P | ||
Baseline | 2008 | 76.07 | 62.25 | 78.28 | 62.98 | 69.09 | 44.29 | 75.56 | 54.97 | 72.83 | 56.52 | 74.20 | 64.44 | 69.50 | 36.84 | 79.24 | 12.85 | 64.12 | 29.05 | 74.00 | 93.24 |
2009 | 66.81 | 50.74 | 74.20 | 56.06 | 58.50 | 33.93 | 64.69 | 44.00 | 66.01 | 45.36 | 71.74 | 57.06 | 63.83 | 30.00 | 76.79 | 12.27 | 63.95 | 42.75 | 64.45 | 90.83 | |
2010 | 66.78 | 57.57 | 73.66 | 59.92 | 61.45 | 41.25 | 66.67 | 49.58 | 65.23 | 51.32 | 70.48 | 64.10 | 63.65 | 28.51 | 70.29 | 7.23 | 64.88 | 47.69 | 68.17 | 89.18 | |
2011 | 67.65 | 57.50 | 73.49 | 63.00 | 55.38 | 35.81 | 64.34 | 48.95 | 64.78 | 52.06 | 68.61 | 61.30 | 62.20 | 25.67 | 70.25 | 10.95 | 63.49 | 43.41 | 66.85 | 88.86 | |
2012 | 68.45 | 59.22 | 74.25 | 62.78 | 60.91 | 43.02 | 64.95 | 49.80 | 60.85 | 55.20 | 69.25 | 66.15 | 63.00 | 27.95 | 69.11 | 11.02 | 63.17 | 44.98 | 68.16 | 88.15 | |
2013 | 66.46 | 59.27 | 73.19 | 60.09 | 56.48 | 44.77 | 64.72 | 49.64 | 61.75 | 54.46 | 68.64 | 62.34 | 61.76 | 29.96 | 64.71 | 14.39 | 62.46 | 43.96 | 67.70 | 87.48 | |
SepNP | 2008 | 74.01 | 60.69 | 77.84 | 62.93 | 66.85 | 43.34 | 72.57 | 52.69 | 71.99 | 56.1 | 73.24 | 64.44 | 68.15 | 36.01 | 76.66 | 12.99 | 62.82 | 29.33 | 73.65 | 92.67 |
2009 | 65.61 | 50.58 | 73.22 | 55.63 | 56.29 | 33.48 | 63.47 | 42.98 | 66.48 | 46.32 | 71.32 | 56.54 | 62.49 | 30.03 | 77.46 | 12.28 | 63.78 | 42.31 | 64.31 | 90.62 | |
2010 | 66.46 | 57.03 | 73.3 | 59.88 | 60.36 | 40.06 | 66.11 | 49.62 | 65.69 | 51.11 | 69.68 | 64.11 | 64.17 | 27.85 | 71.76 | 7.24 | 64.98 | 46.70 | 68.01 | 89.08 | |
2011 | 66.66 | 57.33 | 73.17 | 62.19 | 54.39 | 35.49 | 63.39 | 48.26 | 64.5 | 52.11 | 68.02 | 60.97 | 62.78 | 24.84 | 69.54 | 11.50 | 63.09 | 42.63 | 66.81 | 88.63 | |
2012 | 67.97 | 58.68 | 74.45 | 63.00 | 57.72 | 40.95 | 64.33 | 49.39 | 60.93 | 54.17 | 68.74 | 65.33 | 63.15 | 27.95 | 70.13 | 10.99 | 63.1 | 45.01 | 67.89 | 88.10 | |
2013 | 64.8 | 57.99 | 70.3 | 58.05 | 50.87 | 39.82 | 62.13 | 48.25 | 59.56 | 52.75 | 67.42 | 61.1 | 60.54 | 28.9 | 62.48 | 11.43 | 59.22 | 40.77 | 67.08 | 86.78 | |
SepNP2m | 2008 | 75.92 | 70.93 | 76.68 | 73.11 | 63.58 | 52.32 | 73.26 | 63.09 | 68.03 | 65.76 | 71.02 | 73.02 | 64.56 | 48.80 | 57.67 | 22.12 | 61.48 | 41.81 | 65.36 | 81.00 |
2009 | 68.08 | 65.54 | 73.06 | 69.18 | 57.30 | 46.57 | 65.23 | 56.77 | 62.24 | 59.73 | 72.66 | 68.49 | 60.09 | 44.62 | 69.09 | 23.06 | 61.69 | 56.69 | 59.49 | 75.83 | |
2010 | 69.79 | 70.54 | 73.72 | 73.07 | 63.17 | 53.50 | 68.07 | 63.31 | 62.99 | 64.28 | 71.71 | 74.01 | 59.97 | 42.18 | 60.37 | 15.55 | 64.01 | 60.90 | 64.38 | 73.08 | |
2011 | 70.23 | 71.06 | 75.35 | 77.02 | 55.01 | 45.88 | 66.18 | 61.22 | 62.86 | 65.36 | 69.51 | 71.83 | 59.74 | 39.63 | 63.20 | 21.54 | 62.63 | 56.59 | 62.61 | 72.55 | |
2012 | 71.21 | 72.21 | 74.68 | 75.83 | 63.20 | 53.63 | 67.23 | 61.98 | 58.36 | 68.05 | 70.17 | 76.15 | 59.76 | 41.67 | 61.69 | 21.79 | 62.05 | 59.01 | 63.88 | 70.67 | |
2013 | 67.91 | 70.44 | 72.12 | 70.75 | 54.60 | 50.21 | 64.71 | 60.82 | 56.71 | 66.92 | 68.04 | 70.50 | 57.39 | 41.78 | 57.27 | 23.55 | 57.95 | 55.09 | 62.11 | 67.93 | |
2014 | 63.32 | 68.93 | 66.59 | 62.34 | 47.42 | 40.79 | 65.02 | 55.94 | 55.65 | 59.04 | 67.08 | 61.66 | 58.83 | 33.53 | 39.23 | 6.08 | 55.10 | 50.60 | 52.08 | 66.80 | |
2015 | 62.42 | 62.52 | 55.68 | 60.38 | 51.77 | 32.64 | 62.16 | 56.23 | 54.86 | 61.42 | 61.27 | 69.52 | 48.35 | 37.47 | 24.79 | 5.31 | 59.27 | 35.47 | 51.05 | 65.40 | |
2016 | 69.39 | 47.99 | 63.49 | 60.13 | 45.59 | 39.74 | 56.47 | 71.94 | 50.42 | 60.28 | 61.87 | 74.54 | 52.96 | 35.08 | 28.54 | 6.83 | 62.27 | 39.52 | 52.46 | 64.98 | |