IEEE Geoscience and Remote Sensing Magazine - March 2021 - 37

TABLE 8. THE DETAILED STATISTICAL RESULTS, WITH A 95% CONFIDENCE INTERVAL, BASED ON THE WorldView-2 DATA SET.
REDUCED RESOLUTION

FULL RESOLUTION

METHOD

ERGAS

SAM

Q2N -INDEX

Dm

Ds

QNR

PCA

[5.791, 6.461]

[5.523, 6.79]

[0.581, 0.642]

[0.097, 0.131]

[0.206, 0.25]

[0.667, 0.729]

HIS

[5.232, 5.642]

[5.027, 6.012]

[0.592, 0.653]

[0.132, 0.171]

[0.213, 0.264]

[0.63, 0.699]

Brovey

[5.306, 5.721]

[4.757, 5.692]

[0.596, 0.657]

[0.084, 0.108]

[0.193, 0.233]

[0.694, 0.746]

BDSD

[4.342, 4.678]

[4.73, 5.68]

[0.662, 0.736]

[0.077, 0.086]

[0.12, 0.143]

[0.785, 0.81]

GS

[5.088, 5.521]

[4.797, 5.742]

[0.614, 0.675]

[0.089, 0.123]

[0.198, 0.244]

[0.68, 0.743]

GSA

[4.011, 4.329]

[4.247, 5.121]

[0.688, 0.757]

[0.119, 0.154]

[0.214, 0.256]

[0.645, 0.705]

PRACS

[4.911, 5.27]

[4.562, 5.479]

[0.629, 0.7]

[0.039, 0.055]

[0.14, 0.17]

[0.789, 0.829]

HPF

[4.665, 5.038]

[4.326, 5.176]

[0.653, 0.72]

[0.123, 0.157]

[0.198, 0.242]

[0.654, 0.714]

SFIM

[4.6, 4.98]

[4.266, 5.113]

[0.653, 0.721]

[0.12, 0.153]

[0.193, 0.238]

[0.661, 0.722]

Indusion

[5.412, 5.844]

[4.656, 5.562]

[0.618, 0.680]

[0.109, 0.14]

[0.181, 0.225]

[0.68, 0.74]

ATWT

[4.493, 4.851]

[4.262, 5.099]

[0.663, 0.731]

[0.132, 0.163]

[0.205, 0.248]

[0.643, 0.701]

AWLP

[4.712, 5.086]

[4.342, 5.19]

[0.662, 0.731]

[0.102, 0.125]

[0.181, 0.221]

[0.691, 0.743]

ATWT-M2

[6.03, 6.541]

[4.781, 5.743]

[0.554, 0.615]

[0.15, 0.192]

[0.21, 0.252]

[0.622, 0.685]

ATWT-M3

[5.789, 6.224]

[4.89, 5.874]

[0.582, 0.646]

[0.144, 0.182]

[0.182, 0.218]

[0.654, 0.711]

MTF-GLP

[4.267, 4.634]

[4.194, 5.033]

[0.673, 0.741]

[0.131, 0.162]

[0.209, 0.252]

[0.64, 0.698]

MTF-GLP-HPM-PP

[4.64, 5.234]

[4.167, 5.006]

[0.674, 0.742]

[0.126, 0.158]

[0.204, 0.248]

[0.648, 0.707]

MTF-GLP-HPM

[6.134, 6.641]

[4.547, 5.445]

[0.554, 0.615]

[0.077, 0.106]

[0.138, 0.175]

[0.749, 0.804]

MTF-GLP-CBD

[4.021, 4.372]

[4.096, 4.952]

[0.692, 0.76]

[0.065, 0.077]

[0.091, 0.101]

[0.831, 0.85]

MSDCNN

[3.26, 3.519]

[3.369, 3.919]

[0.682, 0.764]

[0.134, 0.186]

[0.189, 0.24]

[0.647, 0.724]

TABLE 9. THE DETAILED STATISTICAL RESULTS, WITH A 95% CONFIDENCE INTERVAL, BASED ON THE WorldView-3 DATA SET.
REDUCED RESOLUTION
METHOD

ERGAS

SAM

FULL RESOLUTION
Q2N -INDEX

Dm

Ds

QNR

PCA

[6.01, 7.033]

[6.377, 7.9]

[0.624, 0.729]

[0.043, 0.093]

[0.147, 0.205]

[0.734, 0.818]

HIS

[5.893, 6.899]

[6.57, 8.13]

[0.574, 0.685]

[0.098, 0.171]

[0.154, 0.24]

[0.656, 0.769]

Brovey

[5.738, 6.791]

[5.939, 7.347]

[0.593, 0.7]

[0.071, 0.118]

[0.136, 0.207]

[0.713, 0.805]

BDSD

[5.215, 6.215]

[6.199, 7.666]

[0.701, 0.811]

[0.036, 0.041]

[0.146, 0.178]

[0.788, 0.82]

GS

[5.557, 6.575]

[6.069, 7.468]

[0.648, 0.749]

[0.046, 0.097]

[0.138, 0.201]

[0.736, 0.825]

GSA

[4.731, 5.617]

[5.433, 6.746]

[0.719, 0.829]

[0.071, 0.126]

[0.154, 0.217]

[0.699, 0.789]

PRACS

[5.075, 5.949]

[5.806, 7.21]

[0.69, 0.802]

[0.028, 0.057]

[0.104, 0.141]

[0.815, 0.872]

HPF

[5.213, 6.109]

[5.503, 6.789]

[0.69, 0.795]

[0.076, 0.134]

[0.119, 0.192]

[0.718, 0.819]

SFIM

[5.093, 5.998]

[5.419, 6.698]

[0.692, 0.798]

[0.072, 0.131]

[0.113, 0.188]

[0.725, 0.828]

Indusion

[5.985, 7.044]

[5.918, 7.272]

[0.644, 0.743]

[0.059, 0.117]

[0.108, 0.182]

[0.741, 0.844]

ATWT

[5.026, 5.87]

[5.419, 6.684]

[0.703, 0.81]

[0.083, 0.139]

[0.132, 0.204]

[0.703, 0.801]

AWLP

[4.969, 5.817]

[5.544, 6.83]

[0.708, 0.815]

[0.057, 0.105]

[0.112, 0.179]

[0.749, 0.84]

ATWT-M2

[6.233, 7.432]

[5.985, 7.43]

[0.611, 0.702]

[0.088, 0.153]

[0.109, 0.169]

[0.721, 0.816]

ATWT-M3

[5.955, 6.994]

[6.135, 7.619]

[0.654, 0.755]

[0.076, 0.121]

[0.068, 0.104]

[0.795, 0.861]

MTF-GLP

[4.823, 5.694]

[5.34, 6.604]

[0.714, 0.821]

[0.083, 0.139]

[0.136, 0.208]

[0.699, 0.797]

MTF-GLP-HPM-PP

[4.873, 5.789]

[5.284, 6.545]

[0.7, 0.814]

[0.078, 0.135]

[0.13, 0.203]

[0.707, 0.806]

MTF-GLP-HPM

[6.319, 7.488]

[5.748, 7.105]

[0.603, 0.695]

[0.035, 0.084]

[0.062, 0.121]

[0.818, 0.907]

MTF-GLP-CBD

[4.528, 5.449]

[5.094, 6.286]

[0.731, 0.839]

[0.032, 0.05]

[0.072, 0.096]

[0.861, 0.898]

MSDCNN

[3.068, 3.587]

[3.974, 4.814]

[0.747, 0.888]

[0.069, 0.129]

[0.079, 0.119]

[0.778, 0.859]

MARCH 2021

IEEE GEOSCIENCE AND REMOTE SENSING MAGAZINE

37
IEEE Geoscience and Remote Sensing Magazine - March 2021

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