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Spatial analysis of soil aggregate stability in a small catchment of the Loess Plateau, China: II. Spatial prediction 期刊论文
SOIL & TILLAGE RESEARCH, 2019, 卷号: 192, 页码: 1-11
Authors:  Ye, Luping;  Tan, Wenfeng;  Fang, Linchuan;  Ji, Lingling
Favorite  |  View/Download:2/0  |  Submit date:2019/09/24
Soil aggregate  Soil erodibility  Co-kriging  
Simulation of maize evapotranspiration: An inter-comparison among 29 maize models 期刊论文
AGRICULTURAL AND FOREST METEOROLOGY, 2019, 卷号: 271, 页码: 264-284
Authors:  Kimball, Bruce A.;  Boote, Kenneth J.;  Hatfield, Jerry L.;  Ahuja, Laj R.;  Stockle, Claudio;  Archontoulis, Sotirios;  Baron, Christian;  Basso, Bruno;  Bertuzzi, Patrick;  Constantin, Julie;  Deryng, Delphine;  Dumont, Benjamin;  Durand, Jean-Louis;  Ewert, Frank;  Gaiser, Thomas;  Gayler, Sebastian;  Hoffmann, Munir P.;  Jiang, Qianjing;  Kim, Soo-Hyung;  Lizaso, Jon;  Moulin, Sophie;  Nendel, Claas;  Parker, Philip;  Palosuo, Taru;  Priesack, Eckart;  Qi, Zhiming;  Srivastava, Amit;  Stella, Tommaso;  Tao, Fulu;  Thorp, Kelly R.;  Timlin, Dennis;  Twine, Tracy E.;  Webber, Heidi;  Willaume, Magali;  Williams, Karina
Favorite  |  View/Download:1/0  |  Submit date:2019/09/24
Maize  Simulation  Evapotranspiration  Water use  Model  Yield  
Improving rice development and phenology prediction across contrasting climate zones of China 期刊论文
AGRICULTURAL AND FOREST METEOROLOGY, 2019, 卷号: 268, 页码: 224-233
Authors:  Zhang, Shuai;  Tao, Fulu
Favorite  |  View/Download:13/0  |  Submit date:2019/05/22
Rice model  Extreme temperature  Rice development rate  Uncertainty  Crop model improvement  
Analyzing the Uncertainty of Estimating Forest Aboveground Biomass Using Optical Imagery and Spaceborne LiDAR 期刊论文
REMOTE SENSING, 2019, 卷号: 11, 期号: 6, 页码: 16
Authors:  Sun, Xiaofang;  Li, Guicai;  Wang, Meng;  Fan, Zemeng
Favorite  |  View/Download:1/0  |  Submit date:2019/09/24
aboveground biomass  prediction model  number of samples  cross-validation  remotely sensed data  
Testing of observation operators designed to estimate profile soil moisture from surface measurements 期刊论文
HYDROLOGICAL PROCESSES, 2019, 卷号: 33, 期号: 4, 页码: 575-584
Authors:  Gao, Xiaodong;  Zhao, Xining;  Brocca, Luca;  Pan, Daili;  Wu, Pute
Favorite  |  View/Download:7/0  |  Submit date:2019/05/22
CDF matching  depth scaling  exponential filter  soil water  
Enhancing spectral unmixing by considering the point spread function effect 期刊论文
SPATIAL STATISTICS, 2018, 卷号: 28, 页码: 271-283
Authors:  Wang, Qunming;  Shi, Wenzhong;  Atkinson, Peter M.
Favorite  |  View/Download:1/0  |  Submit date:2019/05/23
Land cover  Spectral unmixing  Soft classification  Point spread function (PSF)  Area-to-point-kriging (ATPK)  
Estimation of PM2.5 concentrations at a high spatiotemporal resolution using constrained mixed-effect bagging models with MAIAC aerosol optical depth 期刊论文
REMOTE SENSING OF ENVIRONMENT, 2018, 卷号: 217, 页码: 573-586
Authors:  Li, Lianfa;  Zhang, Jiehao;  Meng, Xia;  Fang, Ying;  Ge, Yong;  Wang, Jinfeng;  Wang, Chengyi;  Wu, Jun;  Kan, Haidong
Favorite  |  View/Download:12/0  |  Submit date:2019/05/23
PM2.5  MAIAC AOD  High spatiotemporal resolution  Temporal variation  AOD-PM2.5 associations  Spatial effects  Missingness  Machine learning  
Multimodel ensembles improve predictions of crop-environment-management interactions 期刊论文
GLOBAL CHANGE BIOLOGY, 2018, 卷号: 24, 期号: 11, 页码: 5072-5083
Authors:  Wallach, Daniel;  Martre, Pierre;  Liu, Bing;  Asseng, Senthold;  Ewert, Frank;  Thorburn, Peter J.;  van Ittersum, Martin;  Aggarwal, Pramod K.;  Ahmed, Mukhtar;  Basso, Bruno;  Biernath, Christian;  Cammarano, Davide;  Challinor, Andrew J.;  De Sanctis, Giacomo;  Dumont, Benjamin;  Rezaei, Ehsan Eyshi;  Fereres, Elias;  Fitzgerald, Glenn J.;  Gao, Y.;  Garcia-Vila, Margarita;  Gayler, Sebastian;  Girousse, Christine;  Hoogenboom, Gerrit;  Horan, Heidi;  Izaurralde, Roberto C.;  Jones, Curtis D.;  Kassie, Belay T.;  Kersebaum, Kurt C.;  Klein, Christian;  Koehler, Ann-Kristin;  Maiorano, Andrea;  Minoli, Sara;  Mueller, Christoph;  Kumar, Soora Naresh;  Nendel, Claas;  O'Leary, Garry J.;  Palosuo, Taru;  Priesack, Eckart;  Ripoche, Dominique;  Roetter, Reimund P.;  Semenov, Mikhail A.;  Stockle, Claudio;  Stratonovitch, Pierre;  Streck, Thilo;  Supit, Iwan;  Tao, Fulu;  Wolf, Joost;  Zhang, Zhao
Favorite  |  View/Download:10/0  |  Submit date:2019/05/23
climate change impact  crop models  ensemble mean  ensemble median  multimodel ensemble  prediction  
Mapping the transmission risk of Zika virus using machine learning models 期刊论文
ACTA TROPICA, 2018, 卷号: 185, 页码: 391-399
Authors:  Jiang, Dong;  Hao, Mengmeng;  Ding, Fangyu;  Fu, Jingying;  Li, Meng
Favorite  |  View/Download:12/0  |  Submit date:2019/05/23
Zika virus  Transmission risk  Machine learning  Significant differences  Prediction uncertainty  
Evapotranspiration partitioning for three agro-ecosystems with contrasting moisture conditions: a comparison of an isotope method and a two-source model calculation 期刊论文
AGRICULTURAL AND FOREST METEOROLOGY, 2018, 卷号: 252, 页码: 296-310
Authors:  Wei, Zhongwang;  Lee, Xuhui;  Wen, Xuefa;  Xiao, Wei
Favorite  |  View/Download:7/0  |  Submit date:2019/05/30
Agro-ecosystems  Evapotranspiration partitioning  Isotope  Two-source model