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Examining the impacts of urbanization on surface radiation using Landsat imagery 期刊论文
GISCIENCE & REMOTE SENSING, 2019, 卷号: 56, 期号: 3, 页码: 462-484
Authors:  Kuang, Wenhui;  Liu, Ailin;  Dou, Yinyin;  Li, Guiying;  Lu, Dengsheng
Favorite  |  View/Download:12/0  |  Submit date:2019/05/22
radiation budget  shortwave radiation  longwave radiation  net radiation  atmospheric transmittance  Landsat  
Spatiotemporal patterns of PM10 concentrations over China during 2005-2016: A satellite-based estimation using the random forests approach 期刊论文
ENVIRONMENTAL POLLUTION, 2018, 卷号: 242, 页码: 605-613
Authors:  Chen, Gongbo;  Wang, Yichao;  Li, Shanshan;  Cao, Wei;  Ren, Hongyan;  Knibbs, Luke D.;  Abramson, Michael J.;  Guo, Yuming
Favorite  |  View/Download:10/0  |  Submit date:2019/05/23
PM10  AOD  Random forests  China  
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  
Prediction of Consumptive Use Under Different Soil Moisture Content and Soil Salinity Conditions Using Artificial Neural Network Models 期刊论文
IRRIGATION AND DRAINAGE, 2018, 卷号: 67, 期号: 4, 页码: 615-624
Authors:  Qi, Yanbing;  Huo, Zailin;  Feng, Shaoyuan;  Adeloye, Adebayo J.;  Dai, Xiaoqin
Favorite  |  View/Download:2/0  |  Submit date:2019/05/23
crop water consumption  soil moisture  salinity  artificial neural network  
A machine learning method to estimate PM2.5 concentrations across China with remote sensing, meteorological and land use information 期刊论文
SCIENCE OF THE TOTAL ENVIRONMENT, 2018, 卷号: 636, 页码: 52-60
Authors:  Chen, Gongbo;  Li, Shanshan;  Knibbs, Luke D.;  Hamm, N. A. S.;  Cao, Wei;  Li, Tiantian;  Guo, Jianping;  Ren, Hongyan;  Abramson, Michael J.;  Guo, Yuming
Favorite  |  View/Download:11/0  |  Submit date:2019/05/23
PM2.5  Aerosol optical depth  Random forests  Machine learning  China  
Robust variogram estimation combined with isometric log-ratio transformation for improved accuracy of soil particle-size fraction mapping 期刊论文
GEODERMA, 2018, 卷号: 324, 页码: 56-66
Authors:  Wang, Zong;  Shi, Wenjiao
Favorite  |  View/Download:22/0  |  Submit date:2019/05/23
Soil particle-size fractions  Spatial interpolation  Log-ratio transformation  Log-ratio cokriging  Robust estimator  
Accounting for access costs in validation of soil maps: A comparison of design-based sampling strategies 期刊论文
GEODERMA, 2018, 卷号: 315, 页码: 160-169
Authors:  Yang, Lin;  Brus, Dick J.;  Zhu, A-Xing;  Li, Xinming;  Shi, Jingjing
Favorite  |  View/Download:5/0  |  Submit date:2019/05/30
Probability sampling  Sampling with probabilities-proportional-to-size  Stratified random sampling  Optimal stratification  Digital soil mapping  Mean squared error  
Retrieval of Winter Wheat Leaf Area Index from Chinese GF-1 Satellite Data Using the PROSAIL Model 期刊论文
SENSORS, 2018, 卷号: 18, 期号: 4, 页码: 18
Authors:  Li, He;  Liu, Gaohuan;  Liu, Qingsheng;  Chen, Zhongxin;  Huang, Chong
Favorite  |  View/Download:7/0  |  Submit date:2019/05/23
leaf area index  PROSAIL  look-up table  GF-1  winter wheat  
Estimating spatiotemporal distribution of PM1 concentrations in China with satellite remote sensing, meteorology, and land use information 期刊论文
ENVIRONMENTAL POLLUTION, 2018, 卷号: 233, 页码: 1086-1094
Authors:  Chen, Gongbo;  Knibbs, Luke D.;  Zhang, Wenyi;  Li, Shanshan;  Cao, Wei;  Guo, Jianping;  Ren, Hongyan;  Wang, Boguang;  Wang, Hao;  Williams, Gail;  Hamm, N. A. S.;  Guo, Yuming
Favorite  |  View/Download:9/0  |  Submit date:2019/05/30
PM1  Aerosol optical depth  Meteorology  Land use  China  
Assessment of MODIS BRDF/Albedo Model Parameters (MCD43A1 Collection 6) for Directional Reflectance Retrieval 期刊论文
REMOTE SENSING, 2017, 卷号: 9, 期号: 11, 页码: 16
Authors:  Che, Xianghong;  Feng, Min;  Sexton, Joseph O.;  Channan, Saurabh;  Yang, Yaping;  Sun, Qing
Favorite  |  View/Download:0/0  |  Submit date:2019/09/25
directional reflectance  BRDF correction  Moderate Resolution Imaging Spectroradiometer (MODIS)  MCD43A1 Collection 6