Spatial resolution | Band | Dynamic range | Methods | Reference | |
---|---|---|---|---|---|
Hyperspectral | 1–5 m | VIS-NIR | ICARE (3D atmospheric correction code), NDVI-LAI relationship, DSM (0.25 resolution) | Adeline et al. 2013 | |
Decision tree (DT) classifier LAI | Zhang and Qiu 2012 Hao et al. 2011 | ||||
QuickBird | 2.44 m | multispectral | 16 bit | Super-resolution mapping (SRM) based on Markov random fields (MRF), maximum likelihood classifier (MLC) | Ardila et al. 2010 |
0.61 m | panchromatic | SRM based on MRF and SVM | Ardila et al. 2011 | ||
Reproducible geographic object-based image analysis (GEOBIA) | Ardila et al. 2012 | ||||
GLCM, VTI building, and NDVI | Hong et al. 2009 Hu 2011 | ||||
Global environment monitoring index (GEMI) and NDVI | Huang et al. 2007 | ||||
R,G,B, NIR | Fuzzy multi-threshold classification | Li et al. 2010 | |||
DT classifier | Zhang et al. 2012 | ||||
MSAVI | Puissant et al. 2014 | ||||
NDVI, principle components | Ouma and Tateishi 2008 | ||||
Transformation, DT classifier, MLC | Hashiba et al. 2004 Tooke et al. 2009 | ||||
MODIS | 250 | band 1–2 | 12 bit | MODIS EVI and DT classifier | Zheng and Qui 2012 |
500 | band 3–7 | ||||
1000 | band 8–36 | Hao et al. 2011 | |||
Color infrared | DSM (3D), GLCM, SVM | Iovan et al. 2008 | |||
(CIR) | Random Forest (RF) | Johnson and Xie 2013 | |||
SPOT | 10 m | 8 bit | Kong and Nakagoshi 2005 | ||
20 m | Zhang et al. 2007 Liu et al. 2008 | ||||
IKONOS | 1 m | Pan. | NDVI, SR, ARVI, SAVI, LAI | Ma and Ju 2011 | |
4 m | Multi. | ||||
SAR | Maksymiuk et al. 2014 | ||||
LiDAR | Zhu et al. 2012 | ||||
Nicholas et al. 2012 | |||||
Zhang and Qiu 2012 | |||||
Niemeyer et al. 2013 | |||||
Sung 2012 | |||||
Oshio et al. 2012 | |||||
Oshio et al. 2013 | |||||
Adeline et al. 2013 | |||||
Zhou 2013 | |||||
Landsat | NDVI and GEMI | Huang et al. 2007 | |||
MSS | 60 m | Zhang et al. 2007 | |||
TM | 30 m | MLC, NDVI | Shouse et al. 2013 | ||
ETM+ | 15–30 m | MLC, NDVI | Peijun et al. 2010 | ||
Hasmadi and Jusoff 2004 | |||||
Gong et al. 2013 | |||||
RVI, NDVI, PVI, NDBI | Cai et al. 2010 | ||||
WorldView-2 | 0.5 m | Pan. | 11 bit | (RF) classification, Linear discriminant analysis (LDA) | Immitzer et al. 2012 |
2 m | Multi | Minimum Distance (MD) classification, spectral angle mapper (SAM), NDVI | Abd Latif et al. 2012 | ||
Nouri et al. 2014 |