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Power of SAR Imagery and Machine Learning in Monitoring Ulva prolifera:A Case Study of Sentinel-1 and Random Forest
《Chinese Geographical Science》2024年第6期1134-1143,共10页ZHENG Longxiao WU Mengquan XUE Mingyue WU Hao LIANG Feng LI Xiangpeng HOU Shimin LIU Jiayan 
Under the auspices of National Natural Science Foundation of China(No.42071385);National Science and Technology Major Project of High Resolution Earth Observation System(No.79-Y50-G18-9001-22/23)。
Automatically detecting Ulva prolifera(U.prolifera)in rainy and cloudy weather using remote sensing imagery has been a long-standing problem.Here,we address this challenge by combining high-resolution Synthetic Apertu...
关键词:Ulva prolifera Random Forest Sentinel-1 Synthetic Aperture Radar(SAR)image machine learning remote sensing Google Earth Engine South Yellow Sea of China 
Influence of Sea Surface Temperature on Outbreak of Ulva prolifera in the Southern Yellow Sea,China被引量:3
《Chinese Geographical Science》2020年第4期631-642,共12页ZHANG Guangzong WU Mengquan ZHANG Anding XING Qianguo ZHOU Min ZHAO Deheng SONGXiaodong YU Zhilu 
Under the auspices of Natural Science Foundation of Shandong(No.ZR2019MD041);National Natural Science Foundation of China(No.41676171);Qingdao National Laboratory for Marine Science and Technology of China(No.2016ASKJ02);Natural Science Foundation of Shandong(No.ZR2015DM015);Development and Construction Funds Project of National Independent Innovation Demonstration Zone in Shandong Peninsula(No.ZCQ17117)。
In this study,using Moderate Resolution Imaging Spectroradiometer(MODIS)satellite images and environmental satellite CCD images,the spatio-temporal distribution of Ulva prolifera in the southern Yellow Sea during the ...
关键词:Sea Surface Temperature(SST) Photosynthetically Active Radiation(PAR) Ulva prolifera MODIS(Moderate Resolution Imaging Spectroradiometer) the southern Yellow Sea 
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