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Crop yield forecasting and associated optimum lead time analysis based on multi-source environmental data across China 期刊论文
AGRICULTURAL AND FOREST METEOROLOGY, 2021, 卷号: 308, 页码: 12
Authors:  Li, Linchao;  Wang, Bin;  Feng, Puyu;  Wang, Huanhuan;  He, Qinsi;  Wang, Yakai;  Liu, De Li;  Li, Yi;  He, Jianqiang;  Feng, Hao;  Yang, Guijun;  Yu, Qiang
Favorite  |  View/Download:5/0  |  Submit date:2021/11/05
Crop yield forecast  Climate extremes  Remote sensing  Random forest  Lead time  Variable importance  
Soil pH and moisture govern the assembly processes of abundant and rare bacterial communities in a dryland montane forest 期刊论文
ENVIRONMENTAL MICROBIOLOGY REPORTS, 2021, 页码: 9
Authors:  Wang, Jianming;  Li, Mingxu;  Li, Jingwen
Favorite  |  View/Download:7/0  |  Submit date:2021/11/05
A new method for broad-scale modeling and projection of plant assemblages under climatic, biotic, and environmental cofiltering 期刊论文
CONSERVATION BIOLOGY, 2021, 页码: 10
Authors:  Ferrarini, Alessandro;  Bai, Yang;  Dai, Junhu;  Alatalo, Juha M.
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classifier chains  climate change  multilabel modeling  plant species conservation  rare species  Swiss Alps  Cadenas de clasificacion  cambio climatico  conservacion de especies de plantas  modelado multi-etiqueta  
Factors influencing ecosystem services in the Pearl River Delta, China: Spatiotemporal differentiation and varying importance 期刊论文
RESOURCES CONSERVATION AND RECYCLING, 2021, 卷号: 168, 页码: 12
Authors:  Wang, Shaojian;  Liu, Zhitao;  Chen, Yongxin;  Fang, Chuanglin
Favorite  |  View/Download:11/0  |  Submit date:2021/08/19
Ecosystem services  Influencing factors  Spatiotemporal differentiation  Random forest  Geographically and temporally weighted regression  
Using multiple linear regression and random forests to identify spatial poverty determinants in rural China 期刊论文
SPATIAL STATISTICS, 2021, 卷号: 42, 页码: 19
Authors:  Liu, Mengxiao;  Hu, Shan;  Ge, Yong;  Heuvelink, Gerard B. M.;  Ren, Zhoupeng;  Huang, Xiaoran
Favorite  |  View/Download:11/0  |  Submit date:2021/06/10
Poverty  Spatial  Determinants  LMG  Random forest  Variable importance  
Disentangling climatic and anthropogenic contributions to nonlinear dynamics of alpine grassland productivity on the Qinghai-Tibetan Plateau 期刊论文
JOURNAL OF ENVIRONMENTAL MANAGEMENT, 2021, 卷号: 281, 页码: 10
Authors:  Wu, Jianshuang;  Li, Meng;  Zhang, Xianzhou;  Fiedler, Sebastian;  Gao, Qingzhu;  Zhou, Yuting;  Cao, Wenfang;  Hassan, Waseem;  Ciprian, Mihai;  Tarolli, Paolo;  Tietjen, Britta
Favorite  |  View/Download:12/0  |  Submit date:2021/04/25
Anthropogenic impacts  Climate fluctuations  Ecosystem non-linearity  Grassland productivity  Human disturbance  Vegetation dynamics  
Controlling gully- and revegetation-induced dried soil layers across a slope-gully system 期刊论文
SCIENCE OF THE TOTAL ENVIRONMENT, 2021, 卷号: 755, 页码: 12
Authors:  Zhang, Chencheng;  Wang, Yunqiang;  Shao, Ming'an
Favorite  |  View/Download:10/0  |  Submit date:2021/03/15
Environmental factors  Side evaporation  Soil-water deficit  Partial least squares regression  Loess Plateau  
On the importance of considering specific storage heterogeneity in hydraulic tomography: Laboratory sandbox and synthetic studies 期刊论文
JOURNAL OF HYDROLOGY, 2021, 卷号: 593, 页码: 16
Authors:  Zhao, Zhanfeng;  Illman, Walter A.
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Aquifer heterogeneity  Specific storage  Hydraulic tomography  Model calibration and validation  
Does street greenery always promote active travel? Evidence from Beijing 期刊论文
URBAN FORESTRY & URBAN GREENING, 2020, 卷号: 56, 页码: 14
Authors:  Wu, Jiayu;  Wang, Binhui;  Ta, Na;  Zhou, Kan;  Chai, Yanwei
Favorite  |  View/Download:15/0  |  Submit date:2021/03/15
Street greenery  Green view index  Road classification  Active travel  
Extending GRACE terrestrial water storage anomalies by combining the random forest regression and a spatially moving window structure 期刊论文
JOURNAL OF HYDROLOGY, 2020, 卷号: 590, 页码: 17
Authors:  Jing, Wenlong;  Zhang, Pengyan;  Zhao, Xiaodan;  Yang, Yaping;  Jiang, Hao;  Xu, Jianhui;  Yang, Ji;  Li, Yong
Favorite  |  View/Download:42/0  |  Submit date:2021/03/15
Terrestrial water storage anomalies  GRACE  Land surface model  Random forest  Moving window