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Remote Sensing Indices

Through paddlers.transforms.AppendIndex operator remote sensing index can be calculated and appended to the input image in the last band. When you build the AppendIndex object, you need to pass in the remote sensing index name and a dictionary containing the band-index correspondence (the key in the dictionary is the band name and the index number counts from 1).

List of PaddleRS Supported Remote Sensing Indices

Remote sensing index name Full name Purpose Reference
'ARI' Anthocyanin Reflectance Index vegetation https://doi.org/10.1562/0031-8655(2001)074%3C0038:OPANEO%3E2.0.CO;2
'ARI2' Anthocyanin Reflectance Index 2 vegetation https://doi.org/10.1562/0031-8655(2001)074%3C0038:OPANEO%3E2.0.CO;2
'ARVI' Atmospherically Resistant Vegetation Index vegetation https://doi.org/10.1109/36.134076
'AWEInsh' Automated Water Extraction Index Water https://doi.org/10.1016/j.rse.2013.08.029
'AWEIsh' Automated Water Extraction Index with Shadows Elimination Water https://doi.org/10.1016/j.rse.2013.08.029
'BAI' Burned Area Index burned area https://digital.csic.es/bitstream/10261/6426/1/Martin_Isabel_Serie_Geografica.pdf
'BI' Bare Soil Index cities and towns http://citeseerx.ist.psu.edu/viewdoc/download?doi=10.1.1.465.8749&rep=rep1&type=pdf
'BLFEI' Built-Up Land Features Extraction Index cities and towns https://doi.org/10.1080/10106049.2018.1497094
'BNDVI' Blue Normalized Difference Vegetation Index vegetation https://doi.org/10.1016/S1672-6308(07)60027-4
'BWDRVI' Blue Wide Dynamic Range Vegetation Index vegetation https://doi.org/10.2135/cropsci2007.01.0031
'BaI' Bareness Index cities and towns https://doi.org/10.1109/IGARSS.2005.1525743
'CIG' Chlorophyll Index Green vegetation https://doi.org/10.1078/0176-1617-00887
'CSI' Char Soil Index burned area https://doi.org/10.1016/j.rse.2005.04.014
'CSIT' Char Soil Index Thermal burned area https://doi.org/10.1080/01431160600954704
'DBI' Dry Built-Up Index cities and towns https://doi.org/10.3390/land7030081
'DBSI' Dry Bareness Index cities and towns https://doi.org/10.3390/land7030081
'DVI' Difference Vegetation Index vegetation https://doi.org/10.1016/0034-4257(94)00114-3
'EBBI' Enhanced Built-Up and Bareness Index cities and towns https://doi.org/10.3390/rs4102957
'EVI' Enhanced Vegetation Index vegetation https://doi.org/10.1016/S0034-4257(96)00112-5
'EVI2' Two-Band Enhanced Vegetation Index vegetation https://doi.org/10.1016/j.rse.2008.06.006
'FCVI' Fluorescence Correction Vegetation Index vegetation https://doi.org/10.1016/j.rse.2020.111676
'GARI' Green Atmospherically Resistant Vegetation Index vegetation https://doi.org/10.1016/S0034-4257(96)00072-7
'GBNDVI' Green-Blue Normalized Difference Vegetation Index vegetation https://doi.org/10.1016/S1672-6308(07)60027-4
'GLI' Green Leaf Index vegetation http://dx.doi.org/10.1080/10106040108542184
'GRVI' Green Ratio Vegetation Index vegetation https://doi.org/10.2134/agronj2004.0314
'IPVI' Infrared Percentage Vegetation Index vegetation https://doi.org/10.1016/0034-4257(90)90085-Z
'LSWI' Land Surface Water Index Water https://doi.org/10.1016/j.rse.2003.11.008
'MBI' Modified Bare Soil Index cities and towns https://doi.org/10.3390/land10030231
'MGRVI' Modified Green Red Vegetation Index vegetation https://doi.org/10.1016/j.jag.2015.02.012
'MNDVI' Modified Normalized Difference Vegetation Index vegetation https://doi.org/10.1080/014311697216810
'MNDWI' Modified Normalized Difference Water Index Water https://doi.org/10.1080/01431160600589179
'MNLI' Modified Non-Linear Vegetation Index vegetation https://doi.org/10.1109/TGRS.2003.812910
'MSI' Moisture Stress Index vegetation https://doi.org/10.1016/0034-4257(89)90046-1
'NBLI' Normalized Difference Bare Land Index cities and towns https://doi.org/10.3390/rs9030249
'NDSI' Normalized Difference Snow Index Snow https://doi.org/10.1109/IGARSS.1994.399618
'NDVI' Normalized Difference Vegetation Index vegetation https://ntrs.nasa.gov/citations/19740022614
'NDWI' Normalized Difference Water Index Water https://doi.org/10.1080/01431169608948714
'NDYI' Normalized Difference Yellowness Index vegetation https://doi.org/10.1016/j.rse.2016.06.016
'NIRv' Near-Infrared Reflectance of Vegetation vegetation https://doi.org/10.1126/sciadv.1602244
'PSRI' Plant Senescing Reflectance Index vegetation https://doi.org/10.1034/j.1399-3054.1999.106119.x
'RI' Redness Index vegetation https://www.documentation.ird.fr/hor/fdi:34390
'SAVI' Soil-Adjusted Vegetation Index vegetation https://doi.org/10.1016/0034-4257(88)90106-X
'SWI' Snow Water Index Snow https://doi.org/10.3390/rs11232774
'TDVI' Transformed Difference Vegetation Index vegetation https://doi.org/10.1109/IGARSS.2002.1026867
'UI' Urban Index cities and towns https://www.isprs.org/proceedings/XXXI/congress/part7/321_XXXI-part7.pdf
'VIG' Vegetation Index Green vegetation https://doi.org/10.1016/S0034-4257(01)00289-9
'WI1' Water Index 1 Water https://doi.org/10.3390/rs11182186
'WI2' Water Index 2 Water https://doi.org/10.3390/rs11182186
'WRI' Water Ratio Index Water https://doi.org/10.1109/GEOINFORMATICS.2010.5567762

Band Name and Description

Band name Description Reference wavelength range(μm) *Reference wavelength source
'b' Blue 0.450 - 0.515 Landsat8
'g' Green 0.525 - 0.600 Landsat8
'r' Red 0.630 - 0.680 Landsat8
're1' Red Edge 1 0.698 - 0.713 Sentinel2
're2' Red Edge 2 0.733 - 0.748 Sentinel2
're3' Red Edge 3 0.773 - 0.793 Sentinel2
'n' NIR 0.845 - 0.885 Landsat8
's1' SWIR 1 1.560 - 1.660 Landsat8
's2' SWIR 2 2.100 - 2.300 Landsat8
't' Thermal Infrared 10.40 - 12.50 Landsat7
't1' Thermal 1 10.60 - 11.19 Landsat8
't2' Thermal 2 11.50 - 12.51 Landsat8