Large-scale detection, mapping, and initial health assessment of date palm trees using multiplatform remotely-sensed data and deep learning techniques

• 第一著者: Gibril, Mohamed Barakat Abdelfatah
• フォーマット: 学位論文
• 言語: English
• 出版事項: 2023
• 主題: Drone aircraft in remote sensing; Deep learning (Machine learning)
• オンライン･アクセス: http://psasir.upm.edu.my/id/eprint/115761/1/115761.pdf; http://psasir.upm.edu.my/id/eprint/115761/; http://ethesis.upm.edu.my/id/eprint/18249

Reliable and efficient large-scale detection and mapping of date palm plantations through multiplatform remote sensing are crucial to developing palm tree inventories and sustainable management of the date palm industry. Given the increasing availability of unmanned aerial vehicle (UAV) images wi...