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Dr. Muhammad Shahzad

Forest Monitoring and Change Detection using Remote Sensing Data

To develop a system that is able to quantitatively monitor forests of Pakistan by deploying a small low-cost UAV to acquire temporal images and possibly fuse it with available satellite imagery to enable thorough assessments of local forest conditions e.g., degradation and deforestation caused by theft, urbanization or natural factors Read more…

By Dr. Muhammad Shahzad, 6 yearsJuly 11, 2019 ago

Crop Monitoring via Remote Sensing from Earth Observation Satellites to UAV

To generate a crop monitoring system that enables the user to assess the crop’s phenological growth stages and based on extracted crop parameters, predict the crop yield productions. The developed system is intended to assist in filling gaps in policy makers information that is essential in ensuring sustainable management of Read more…

By Dr. Muhammad Shahzad, 6 yearsJune 11, 2019 ago
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