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Updated: Feb 4, 2026

Collecting and Processing Drone-based Remotely Sensed Data for Use in Forest Recovery Monitoring
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Published on: October 24, 2025

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热带干森林土地使用/土地覆盖面变化检测使用半监督深度学习算法和遥感

Juan C González-Vélez1, Maria C Torres-Madronero2, Juan D Martínez-Vargas3

  • 1Instituto Tecnologico Metropolitano (ITM), Calle 54a No. 30-01, Medellin, 050012, Colombia.

Environmental monitoring and assessment
|February 2, 2026
PubMed
概括

这项研究引入了一种新的半监督深度学习框架,用于使用综合雷达和光学卫星数据绘制热带干森林 (TDF) 地图. 该方法实现了高精度,即使有有限的标记数据,也有助于保护工作.

关键词:
深度学习是一种深度学习.土地使用 土地覆盖面多光谱图像图像多光谱图像半监督学习 半监督学习合成光圈雷达是什么意思热带干旱森林是一个热带干旱森林.

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