AI Article Synopsis

  • Mehao Wildlife Sanctuary in Arunachal Pradesh is a key biodiversity hotspot where a study focused on identifying critical wildlife habitats using supervised classification of habitat types.
  • Satellite imagery from Sentinel-2A helped classify land use and cover into 13 distinct categories, revealing that mixed forests dominate the area at 69.9%.
  • While overall classification accuracy was high at 88.5%, certain habitat types like riverbed and agriculture showed higher error rates; habitat preference analysis indicated that many mammals avoided mixed forests in favor of specialized habitats like bamboo and riverine forests.

Article Abstract

Mehao Wildlife Sanctuary, situated in the state of Arunachal Pradesh, is part of an important biodiversity hotspot in the north-eastern part of India in the Himalayas. The current study deals with the identification of important wildlife habitats in the sanctuary. We used a supervised classification technique to delineate these habitats in the sanctuary, which are used by several mammals and bird species encountered during camera trap and sign surveys conducted between November 2017 and May 2020. Satellite images from Sentinel - 2A were used to classify the land use land cover (LULC) of the sanctuary. The LULC information was generated by using a maximum likelihood classifier. We classified a total of thirteen LULC classes, i.e., water, built-up, agriculture, orchard, grassland, bamboo forest, bamboo-mixed forest, riverbed, barren land, snow, wild banana, riverine forest and mixed forest. LULC classification reveals a high percentage of mixed forest, about 69.9%, followed by wild bananas at 7.2%. The commission and omission error rates, however, are high for riverbed and agriculture (0.5) and bamboo forest (0.5), respectively. The accuracy assessment showed an overall classification accuracy of 88.5% with a Kappa coefficient of 0.87. The abundance of mammals was high in the mixed forest, but Ivlev's electivity index shows that species generally avoided this habitat and preferred specialized forest habitats, such as bamboo forest, bamboo-mixed forest, grassland, riverbed and riverine forest. Our LULC map will provide a baseline for potential planning and monitoring changes of wildlife habitats in Mehao WLS.

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Source
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC10009465PMC
http://dx.doi.org/10.1016/j.heliyon.2023.e13799DOI Listing

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