Rapid Large-Scale Monitoring of Pine Wilt Disease Using Sentinel-1/2 Images in GEE

Pine wilt disease (PWD) is a severe forest disease caused by the infestation of pine wood nematodes. Due to its short disease cycle and strong transmission ability, it has caused significant damage to China’s forestry resources. To achieve large-scale monitoring of PWD, this study utilized machine l...

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Veröffentlicht in:	Forests Jg. 16; H. 6; S. 981
Hauptverfasser:	Zhi, Junjun, Li, Lin, Fang, Yifan, Zhi, Dandan, Guang, Yi, Liu, Wangbin, Qu, Lean, Fu, Xinwu, Zhao, Haoshan
Format:	Journal Article
Sprache:	Englisch
Veröffentlicht:	Basel MDPI AG 01.06.2025
Schlagworte:	Accuracy Algorithms China Chlorophyll Clustering Data mining Datasets Deep learning Disease Disease transmission Efficiency Epidemics Forestry Forests Geospatial data Infections Machine learning Monitoring Neural networks Pest outbreaks Pine Remote sensing Spatial distribution Statistical analysis Trees Wilt China Dabie Mountains Anhui China
ISSN:	1999-4907, 1999-4907
Online-Zugang:	Volltext
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