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Efficiency of Extreme Gradient Boosting for Imbalanced Land Cover Classification Using an Extended Margin and Disagreement Performance 期刊论文
ISPRS INTERNATIONAL JOURNAL OF GEO-INFORMATION, 2019, 卷号: 8, 期号: 7
作者:  Sun, Fei;  Wang, Run;  Wan, Bo;  Su, Yanjun;  Guo, Qinghua;  Huang, Youxin;  Wu, Xincai
Adobe PDF(11880Kb)  |  收藏  |  浏览/下载：73/0  |  提交时间：2022/01/06
gradient boosting trees  margin  class imbalance  very-high resolution (VHR) remote sensing  land cover classification  disagreement performance  
Magnitude and Drivers of Potential Methane Oxidation and Production across the Tibetan Alpine Permafrost Region 期刊论文
ENVIRONMENTAL SCIENCE & TECHNOLOGY, 2019, 卷号: 53, 期号: 24, 页码: 14243-14252
作者:  Zhang, Qiwen;  Yang, Guibiao;  Song, Yutong;  Kou, Dan;  Wang, Guanqin;  Zhang, Dianye;  Qin, Shuqi;  Mao, Chao;  Feng, Xuehui;  Yang, Yuanhe
Adobe PDF(1938Kb)  |  收藏  |  浏览/下载：84/0  |  提交时间：2022/01/06
Spatially-explicit estimate of soil nitrogen stock and its implication for land model across Tibetan alpine permafrost region 期刊论文
SCIENCE OF THE TOTAL ENVIRONMENT, 2019, 卷号: 650, 页码: 1795-1804
作者:  Kou, Dan;  Ding, Jinzhi;  Li, Fei;  Wei, Ning;  Fang, Kai;  Yang, Guibiao;  Zhang, Beibei;  Liu, Li;  Qin, Shuqi;  Chen, Yongliang;  Xia, Jianyang;  Yang, Yuanhe
Adobe PDF(2676Kb)  |  收藏  |  浏览/下载：95/0  |  提交时间：2022/01/06
Climate warming  Community Land Model  Machine learning  Nitrogen cycle  Permafrost  Tibetan Plateau  
Benchmark estimates for aboveground litterfall data derived from ecosystem models 期刊论文
ENVIRONMENTAL RESEARCH LETTERS, 2019, 卷号: 14, 期号: 8
作者:  Li, Shihua;  Yuan, Wenping;  Ciais, Philippe;  Viovy, Nicolas;  Ito, Akihiko;  Jia, Bingrui;  Zhu, Dan
Adobe PDF(4912Kb)  |  收藏  |  浏览/下载：82/0  |  提交时间：2022/01/06
aboveground litterfall production  leaf area index  random forest  ecosystem model  
Global soil-climate-biome diagram: linking surface soil properties to climate and biota 期刊论文
BIOGEOSCIENCES, 2019, 卷号: 16, 期号: 14, 页码: 2857-2871
作者:  Zhao, Xia;  Yang, Yuanhe;  Shen, Haihua;  Geng, Xiaoqing;  Fang, Jingyun
Adobe PDF(7260Kb)  |  收藏  |  浏览/下载：87/0  |  提交时间：2022/01/06
Landscape-level vegetation classification and fractional woody and herbaceous vegetation cover estimation over the dryland ecosystems by unmanned aerial vehicle platform 期刊论文
AGRICULTURAL AND FOREST METEOROLOGY, 2019, 卷号: 278
作者:  Wang, Haozhou;  Han, Dong;  Mu, Yue;  Jiang, Lina;  Yao, Xueling;  Bai, Yongfei;  Lu, Qi;  Wang, Feng
Adobe PDF(10642Kb)  |  收藏  |  浏览/下载：104/0  |  提交时间：2022/01/06
Dryland vegetation  Machine learning  Decision tree model  Digital orthophoto map  Otindag sandy land  Semi-arid ecosystem  Classification and regression tree (CART)