Evidence suggests that the River Beas serves as a vital corridor for leopards, with a higher concentration of sightings and distribution observed in its vicinity

The data of leopard presence collected from media reports. Use the data to prove that leopard presence is more clustered around the river . Use Spatial Cluster technique ( like Ripley’s K function etc) alongwith strong Statistical Analysis and Correlation analyses to examine the relationship between leopard sightings and proximity to the area of presence, spatial analysis techniques to be employed to analyze and visualize the spatial distribution of leopard sightings (use likelihood-based modelling approach or any other good approach model)

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