4.6 Article

Spatio-temporal analysis of forest fire events in the Margalla Hills, Islamabad, Pakistan using socio-economic and environmental variable data with machine learning methods

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Article Geosciences, Multidisciplinary

Forest fire monitoring using spatial-statistical and Geo-spatial analysis of factors determining forest fire in Margalla Hills, Islamabad, Pakistan

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Summary: This study aims to analyze the spatial patterns of forest fire danger in Margalla Hills, Islamabad, Pakistan. The research focused on burnt areas, using Landsat data to classify the severity of forest fires based on various parameters. The results showed a correlation between forest density, distance to roads, maximum temperature, wind speed, and fire severity levels. Prediction maps indicated a distribution of forests in different severity levels.

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