成果/Result
- Comparison of Machine Learning Methods to Up-Scale Gross Primary Production被引量：27收藏
- 作者：Yu, Tao[1,2,3,4] Zhang, Qiang[3,4,5] Sun, Rui[3,4,5]
- 机构：Chinese Acad Forestry;Natl Forestry & Grassland Adm;Beijing Normal Univ;Chinese Acad Sci;Beijing Normal Univ
- 来源：REMOTE SENSING 2021
- 关键词：GPP up-scaling machine learning validation
- Detecting Forest Degradation in the Three-North Forest Shelterbelt in China from Multi-Scale Satellite Images被引量：18收藏
- 作者：Yu, Tao[1,2] Liu, Pengju[1,2] Zhang, Qiang[3] Ren, Yi[4] Yao, Jingning[5]
- 机构：Chinese Acad Forestry;Natl Forestry & Grassland Adm;Natl Nat Sci Fdn China;Natl Forestry & Grassland Adm;Natl Forestry & Grassland Adm
- 来源：REMOTE SENSING 2021
- 关键词：forest degradation indicators MODIS multi-scale validation
- Spatial Assessment of Health Economic Losses from Exposure to Ambient Pollutants in China被引量：6收藏
- 作者：Wang, Kun[1] Wang, Wen[1] Wang, Weijia[1] Jiang, Xiaoqun[1] Yu, Tao[2]
- 机构：Renmin Univ China;Chinese Acad Forestry;IMSG Inc;NOAA
- 来源：REMOTE SENSING 2020
- 关键词：spatial resolution remote sensing ambient pollutants economic losses spatial assessment
- China's larch stock volume estimation using Sentinel-2 and LiDAR data被引量：6收藏
- 作者：Yu, Tao[1,2] Pang, Yong[1,2] Liang, Xiaojun[1,2] Jia, Wen[1,2] Bai, Yu[1,2]
- 机构：Chinese Acad Forestry;Natl Forestry & Grassland Adm;Chinese Acad Forestry;Xian Univ Sci & Technol;Natl Forestry & Grassland Adm
- 来源：GEO-SPATIAL INFORMATION SCIENCE 0
- 关键词：Sentinel-2 LiDAR stock volume larch validation
- Spatial Representativeness of Gross Primary Productivity from Carbon Flux Sites in the HEIhe River Basin, China被引量：3收藏
- 作者：Yu, Tao[1,2,3,4] Zhang, Qiang[3,4,5] Sun, Rui[3,4,5]
- 机构：Chinese Acad Forestry;Natl Forestry & Grassland Adm;Beijing Normal Univ;Chinese Acad Sci;Beijing Normal Univ
- 来源：REMOTE SENSING 2021
- 关键词：GPP spatial representativeness footprint land cover types
- Estimation and Spatiotemporal Variation Analysis of Net Primary Productivity in the Upper Luanhe River Basin in China From 2001 to 2017 Combining With a Downscaling Method被引量：3收藏
- 作者：Liu, Qinru[1,2] Zhao, Liang[1,2] Sun, Rui[1,2] Yu, Tao[3] Cheng, Shun[4]
- 机构：Beijing Normal Univ;Beijing Normal Univ;Chinese Acad Forestry;Saihanba Machine Forest Ctr
- 来源：IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING 2022
- 关键词：Forestry Vegetation mapping Productivity Remote sensing Biological system modeling Rivers Spatiotemporal phenomena Climate controls downscaling net primary productivity (NPP) spatiotemporal variation the upper Luanhe River basin
- Spatial Downscaling of Vegetation Productivity in the Forest From Deep Learning被引量：2收藏
- 作者：Yu, Tao[1,2] Pang, Yong[1,2] Sun, Rui[3,4,5] Niu, Xiaodong[1,2]
- 机构：Chinese Acad Forestry;Natl Forestry & Grassland Adm;Beijing Normal Univ;Chinese Acad Sci;Beijing Normal Univ
- 来源：IEEE ACCESS 2022
- 关键词：Forestry Spatial resolution Remote sensing Deep learning Deep learning Biological system modeling Vegetation mapping Land surface Global navigation satellite system Downscaling vegetation productivity deep learning GLASS validation
- Investigation of Long-Term Forest Dynamics in Protected Areas of Northeast China Using Landsat Data被引量：1收藏
- 作者：Wang, Jianbang[1,2] He, Zhuoyu[1,2] Wang, Chunling[2] Feng, Min[2,3] Pang, Yong[4]
- 机构：Lanzhou Univ;Chinese Acad Sci;Qinghai Normal Univ;Chinese Acad Forestry
- 来源：REMOTE SENSING 2022
- 关键词：forest dynamics Landsat tree-canopy cover forest protected area northeast China
