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Species-Level Classification and Mapping of a Mangrove Forest Using Random Forest—Utilisation of AVIRIS-NG and Sentinel Data

Mukunda Dev Behera, Surbhi Barnwal, Somnath Paramanik, Pulakesh Das, Bimal Kumar Bhattyacharya, Buddolla Jagadish, Parth S. Roy, Sujit Madhab Ghosh, Soumit Kumar Behera
2021 Remote Sensing  
The species composition of a mangrove forest has been estimated utilising the red-edge spectral bands and chlorophyll absorption information from AVIRIS-NG and Sentinel-2 data.  ...  Although studies on species-level classification and mapping using multisource data and machine learning approaches are plenty, the use of data with ideal placement of central wavelength and bandwidth  ...  Acknowledgments: M.D.B. is thankful to SAC-ISRO, Ahmedabad for financial support in form of a research funding for AVIRIS-NG AO project.  ... 
doi:10.3390/rs13112027 fatcat:h74mkt7pfzh6vibjeadt4r44ri