Muhammad Munir Afsar

Mr. Muhammad Munir Afsar

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Biography

I am a PhD student in Geographic Information Systems and Remote Sensing. My academic focus has been Precision Agriculture, Disaster Management and Public Policy. My current research is on the integrated use of GIS, Remote Sensing, and Machine Learning to improve mango orchard management through data-driven decision-making. By utilizing satellite remote sensing, UAV-based multi-spectral imagery, environmental data, and advanced analytics, my research aims to develop models for orchard delineation, tree level health classification, yield prediction, and disease monitoring.

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Experience

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