PMID- 30302319 OWN - NLM STAT- PubMed-not-MEDLINE LR - 20230928 IS - 2215-0161 (Print) IS - 2215-0161 (Electronic) IS - 2215-0161 (Linking) VI - 5 DP - 2018 TI - An index for discrimination of mangroves from non-mangroves using LANDSAT 8 OLI imagery. PG - 1129-1139 LID - 10.1016/j.mex.2018.09.011 [doi] AB - Over the last few decades several vegetation indices were used to map Mangrove forest using satellite images. Difficulty still persists in discrimination of mangroves from non-mangrove vegetation, especially in areas where mangrove species are mixed with other vegetation types. In the present study we have attempted to develop an improved index, which utilizes the information from the Normalized Difference Vegetation Index (NDVI) and the Normalized Difference Water Index (NDWI) of Bhitarkanika mangrove forest of Odisha, India. These indices are negatively correlated (r = -0.988; p < 0.01). Further, the NDWI values were subtracted from the NDVI values at the pixel level. As the outputs are negatively related, subtraction increases the upper and lower range of the overall output, also increasing the distinct values of two classes with near-similar spectral signatures. Same algorithm was applied on mangroves of Sundarbans (r = -0.987) and Andaman (r = -0.989). A comparison between four established indices [NDVI, NDWI, Soil Adjusted Vegetation Index (SAVI), Simple Ratio (SR)] and the newly developed index namely Combined Mangrove Recognition Index (CMRI) were performed. Accuracy assessment using Kappa statistics, revealing that CMRI produces better accuracy (73.43%) compared to other indices, followed by NDVI (56.29%) and SR (48.79%). FAU - Gupta, Kaushik AU - Gupta K AD - School of Oceanographic Studies, Jadavpur University, 188 Raja S. C. Mullick Road, Kolkata 700032, West Bengal, India. FAU - Mukhopadhyay, Anirban AU - Mukhopadhyay A AD - School of Oceanographic Studies, Jadavpur University, 188 Raja S. C. Mullick Road, Kolkata 700032, West Bengal, India. FAU - Giri, Sandip AU - Giri S AD - School of Oceanographic Studies, Jadavpur University, 188 Raja S. C. Mullick Road, Kolkata 700032, West Bengal, India. FAU - Chanda, Abhra AU - Chanda A AD - School of Oceanographic Studies, Jadavpur University, 188 Raja S. C. Mullick Road, Kolkata 700032, West Bengal, India. FAU - Datta Majumdar, Sayani AU - Datta Majumdar S AD - School of Oceanographic Studies, Jadavpur University, 188 Raja S. C. Mullick Road, Kolkata 700032, West Bengal, India. FAU - Samanta, Sourav AU - Samanta S AD - School of Oceanographic Studies, Jadavpur University, 188 Raja S. C. Mullick Road, Kolkata 700032, West Bengal, India. FAU - Mitra, Debasish AU - Mitra D AD - Indian Institute of Remote sensing, Dehradun, 4, Kalidas Road, Uttarakhand, India. FAU - Samal, Rabindro N AU - Samal RN AD - Chilika Development Authority, Bhubaneswar, Odisha, India. FAU - Pattnaik, Ajit K AU - Pattnaik AK AD - Chilika Development Authority, Bhubaneswar, Odisha, India. FAU - Hazra, Sugata AU - Hazra S AD - School of Oceanographic Studies, Jadavpur University, 188 Raja S. C. Mullick Road, Kolkata 700032, West Bengal, India. LA - eng PT - Journal Article DEP - 20180928 PL - Netherlands TA - MethodsX JT - MethodsX JID - 101639829 PMC - PMC6174272 OTO - NOTNLM OT - CMRI OT - Combined Mangrove Recognition Index (CMRI) OT - Mangrove discrimination OT - NDVI OT - NDWI OT - SAVI OT - SR EDAT- 2018/10/12 06:00 MHDA- 2018/10/12 06:01 PMCR- 2018/09/28 CRDT- 2018/10/11 06:00 PHST- 2018/05/22 00:00 [received] PHST- 2018/09/18 00:00 [accepted] PHST- 2018/10/11 06:00 [entrez] PHST- 2018/10/12 06:00 [pubmed] PHST- 2018/10/12 06:01 [medline] PHST- 2018/09/28 00:00 [pmc-release] AID - S2215-0161(18)30153-5 [pii] AID - 10.1016/j.mex.2018.09.011 [doi] PST - epublish SO - MethodsX. 2018 Sep 28;5:1129-1139. doi: 10.1016/j.mex.2018.09.011. eCollection 2018.