IEEE Geoscience and Remote Sensing Magazine - March 2021 - 43

TABLE 10. DETAILED STATISTICAL RESULTS, WITH A 95% CONFIDENCE INTERVAL, BASED ON THE URBAN DATA SET.
REDUCED RESOLUTION
METHOD

ERGAS

SAM

FULL RESOLUTION
Q2N -INDEX

Dm

Ds

QNR

PCA

[2.206, 2.821]

[2.460, 3.118]

[0.815, 0.842]

[0.039, 0.05]

[0.081, 0.104]

[0.846, 0.882]

HIS

[2.229, 2.798]

[2.564, 3.17]

[0.776, 0.802]

[0.078, 0.094]

[0.101, 0.13]

[0.785, 0.827]

Brovey

[2.212, 2.76]

[2.519, 3.067]

[0.782, 0.808]

[0.066, 0.082]

[0.1, 0.126]

[0.799, 0.838]

BDSD

[1.804, 2.395]

[2.288, 3.024]

[0.887, 0.907]

[0.022, 0.027]

[0.039, 0.053]

[0.921, 0.938]

GS

[2.131, 2.705]

[2.34, 2.96]

[0.819, 0.845]

[0.041, 0.051]

[0.079, 0.105]

[0.841, 0.879]

GSA

[1.766, 2.332]

[2.152, 2.823]

[0.88, 0.903]

[0.068, 0.088]

[0.114, 0.142]

[0.782, 0.826]

PRACS

[1.725, 2.261]

[2.166, 2.845]

[0.878, 0.898]

[0.035, 0.044]

[0.073, 0.09]

[0.867, 0.89]

HPF

[1.875, 2.39]

[2.179, 2.779]

[0.862, 0.882]

[0.052, 0.07]

[0.057, 0.084]

[0.852, 0.893]

SFIM

[1.862, 2.377]

[2.17, 2.771]

[0.864, 0.883]

[0.052, 0.069]

[0.056, 0.082]

[0.855, 0.895]

Indusion

[2.38, 2.992]

[2.348, 2.922]

[0.799, 0.821]

[0.048, 0.065]

[0.043, 0.064]

[0.879, 0.91]

ATWT

[1.721, 2.21]

[2.113, 2.721]

[0.881, 0.901]

[0.065, 0.082]

[0.077, 0.104]

[0.822, 0.864]

AWLP

[1.759, 2.261]

[2.193, 2.781]

[0.881, 0.9]

[0.06, 0.078]

[0.073, 0.099]

[0.83, 0.871]

ATWT-M2

[2.411, 2.999]

[2.587, 3.246]

[0.76, 0.782]

[0.039, 0.048]

[0.068, 0.086]

[0.872, 0.894]

ATWT-M3

[2.285, 2.852]

[2.632, 3.303]

[0.803, 0.825]

[0.052, 0.061]

[0.049, 0.067]

[0.876, 0.899]

MTF-GLP

[1.645, 2.131]

[2.079, 2.694]

[0.888, 0.908]

[0.064, 0.083]

[0.08, 0.108]

[0.818, 0.861]

MTF-GLP-HPM-PP

[1.625, 2.114]

[2.074, 2.694]

[0.891, 0.911]

[0.064, 0.082]

[0.079, 0.105]

[0.821, 0.863]

MTF-GLP-HPM

[2.319, 2.89]

[2.339, 2.913]

[0.786, 0.804]

[0.018, 0.027]

[0.059, 0.072]

[0.904, 0.923]

MTF-GLP-CBD

[1.934, 2.515]

[2.307, 2.994]

[0.865, 0.892]

[0.024, 0.036]

[0.036, 0.047]

[0.919, 0.94]

MSDCNN

[1.677, 2.157]

[1.928, 2.385]

[0.865, 0.905]

[0.028, 0.037]

[0.047, 0.065]

[0.902, 0.924]

TABLE 11. DETAILED STATISTICAL RESULTS, WITH A 95% CONFIDENCE INTERVAL, BASED ON THE GREEN VEGETATION DATA SET.
REDUCED RESOLUTION
METHOD

ERGAS

SAM

FULL RESOLUTION
Q2N -INDEX

Dm

Ds

QNR

PCA

[1.765, 2.11]

[1.938, 2.35]

[0.683, 0.732]

[0.053, 0.069]

[0.174, 0.247]

[0.706, 0.777]

HIS

[1.726, 2.046]

[1.711, 1.997]

[0.55, 0.599]

[0.131, 0.156]

[0.249, 0.323]

[0.577, 0.642]

Brovey

[1.635, 1.928]

[1.541, 1.786]

[0.569, 0.623]

[0.111, 0.136]

[0.238, 0.31]

[0.602, 0.665]

BDSD

[1.392, 1.71]

[1.571, 1.85]

[0.796, 0.823]

[0.017, 0.024]

[0.061, 0.08]

[0.901, 0.92]

GS

[1.602, 1.927]

[1.701, 1.966]

[0.697, 0.741]

[0.05, 0.065]

[0.173, 0.252]

[0.704, 0.783]

GSA

[1.505, 1.88]

[1.591, 1.911]

[0.747, 0.79]

[0.064, 0.081]

[0.185, 0.268]

[0.679, 0.762]

PRACS

[1.451, 1.776]

[1.609, 1.91]

[0.746, 0.786]

[0.027, 0.036]

[0.132, 0.203]

[0.771, 0.843]

HPF

[1.379, 1.665]

[1.467, 1.712]

[0.764, 0.794]

[0.056, 0.07]

[0.085, 0.108]

[0.832, 0.862]

SFIM

[1.388, 1.689]

[1.463, 1.705]

[0.765, 0.794]

[0.056, 0.07]

[0.084, 0.107]

[0.833, 0.863]

Indusion

[1.704, 2.035]

[1.662, 1.902]

[0.686, 0.724]

[0.052, 0.065]

[0.065, 0.083]

[0.858, 0.885]

ATWT

[1.341, 1.624]

[1.432, 1.684]

[0.777, 0.806]

[0.067, 0.081]

[0.112, 0.14]

[0.793, 0.827]

AWLP

[1.424, 1.718]

[1.624, 1.968]

[0.769, 0.799]

[0.053, 0.064]

[0.088, 0.118]

[0.829, 0.862]

ATWT-M2

[1.434, 1.691]

[1.596, 1.834]

[0.728, 0.766]

[0.053, 0.071]

[0.072, 0.094]

[0.844, 0.879]

ATWT-M3

[1.438, 1.691]

[1.686, 1.941]

[0.748, 0.781]

[0.046, 0.067]

[0.077, 0.094]

[0.849, 0.877]

MTF-GLP

[1.313, 1.602]

[1.41, 1.667]

[0.782, 0.812]

[0.069, 0.084]

[0.118, 0.148]

[0.784, 0.819]

MTF-GLP-HPM-PP

[1.338, 1.771]

[1.409, 1.663]

[0.782, 0.812]

[0.069, 0.083]

[0.117, 0.146]

[0.785, 0.82]

MTF-GLP-HPM

[1.408, 1.687]

[1.485, 1.719]

[0.741, 0.778]

[0.021, 0.029]

[0.057, 0.07]

[0.904, 0.921]

MTF-GLP-CBD

[1.534, 1.934]

[1.566, 1.885]

[0.76, 0.797]

[0.025, 0.034]

[0.044, 0.057]

[0.912, 0.933]

MSDCNN

[1.068, 1.626]

[1.216, 1.543]

[0.78, 0.836]

[0.039, 0.05]

[0.048, 0.059]

[0.896, 0.911]

MARCH 2021

IEEE GEOSCIENCE AND REMOTE SENSING MAGAZINE

43
IEEE Geoscience and Remote Sensing Magazine - March 2021

Table of Contents for the Digital Edition of IEEE Geoscience and Remote Sensing Magazine - March 2021
