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A River Basin over the Course of Time: Multi-Temporal Analyses of Land Surface Dynamics in the Yellow River Basin (China) Based on Medium Resolution Remote Sensing Data SCI/SSCI论文
2016
Authors:  Wohlfart C.;  Liu, G. H.;  Huang, C.;  Kuenzer, C.
View  |  Adobe PDF(15025Kb)  |  Favorite  |  View/Download:26/8  |  Submit date:2017/11/09
Yellow River Basin  MODIS  land cover change  random forest  time series  analysis  phenology  cover classification  agricultural intensification  hyperspectral  imagery  accuracy assessment  vegetation cover  satellite data  latin-america  loess plateau  random forest  sensed data  
A Comparison of Different Regression Algorithms for Downscaling Monthly Satellite-Based Precipitation over North China SCI/SSCI论文
2016
Authors:  Jing W. L.;  Yang, Y. P.;  Yue, X. F.;  Zhao, X. D.
View  |  Adobe PDF(14198Kb)  |  Favorite  |  View/Download:25/7  |  Submit date:2017/11/09
TRMM  precipitation  downscaling  land surface temperature  machine  learning  artificial neural-networks  land-surface temperature  rain-gauge  networks  vegetation dynamics  tibetan plateau  random forests  great-plains  variability  ndvi  classification  
A Spatial Downscaling Algorithm for Satellite-Based Precipitation over the Tibetan Plateau Based on NDVI, DEM, and Land Surface Temperature SCI/SSCI论文
2016
Authors:  Jing W. L.;  Yang, Y. P.;  Yue, X. F.;  Zhao, X. D.
View  |  Adobe PDF(21428Kb)  |  Favorite  |  View/Download:37/19  |  Submit date:2017/11/09
precipitation  spatial downscaling  land surface temperature  random  forests  SVM  cover classification  random forests  machine  china  rain  variability  vegetation  networks  scales  
Predicting Grassland Leaf Area Index in the Meadow Steppes of Northern China: A Comparative Study of Regression Approaches and Hybrid Geostatistical Methods SCI/SSCI论文
2016
Authors:  Li Z. W.;  Wang, J. H.;  Tang, H.;  Huang, C. Q.;  Yang, F.;  Chen, B. R.;  Wang, X.;  Xin, X. P.;  Ge, Y.
View  |  Adobe PDF(5259Kb)  |  Favorite  |  View/Download:27/6  |  Submit date:2017/11/09
leaf area index  grassland  predict  geostatistics  regression  remote  sensing  artificial neural-networks  airborne hyperspectral imagery  support  vector regression  modis-lai product  squares regression  random  forests  vegetation indexes  satellite data  spatial-distribution  aboveground biomass  
A Rainfall Model Based on a Geographically Weighted Regression Algorithm for Rainfall Estimations over the Arid Qaidam Basin in China SCI/SSCI论文
2016
Authors:  Lv A. F.;  Zhou, L.
View  |  Adobe PDF(8547Kb)  |  Favorite  |  View/Download:34/13  |  Submit date:2017/11/09
rainfall estimation  GWR  TRMM  Qaidam Basin  multisatellite precipitation analysis  high-resolution satellite  spatial variability  analysis tmpa  gauge data  real-time  radar data  trmm  products  interpolation  
Mapping Urban Areas with Integration of DMSP/OLS Nighttime Light and MODIS Data Using Machine Learning Techniques SCI/SSCI论文
2015
Authors:  Jing W. L.;  Yang, Y. P.;  Yue, X. F.;  Zhao, X. D.
Adobe PDF(2192Kb)  |  Favorite  |  View/Download:27/18  |  Submit date:2015/12/09
urban areas  DMSP-OLS  MODIS  SVM  random forests  urbanization dynamics  land-use  china cities  time-series  imagery  classification  
Validity of Five Satellite-Based Latent Heat Flux Algorithms for Semi-arid Ecosystems SCI/SSCI论文
2015
Authors:  Feng F.;  Chen, J. Q.;  Li, X. L.;  Yao, Y. J.;  Liang, S. L.;  Liu, M.;  Zhang, N. N.;  Guo, Y.;  Yu, J.;  Sun, M. M.
Adobe PDF(5581Kb)  |  Favorite  |  View/Download:43/30  |  Submit date:2017/11/09
latent heat flux  grassland ecosystems  revised remote sensing based  Penman-Monteith LE algorithm  MOD16  modified satellite-based  Priestley-Taylor LE algorithm  semi-empirical Penman LE algorithm  priestley-taylor algorithm  penman-monteith equation  energy-balance  closure  eddy-covariance  canopy resistance  tallgrass prairie  carbon-dioxide  terrestrial evapotranspiration  atmospheric co2  use  efficiency  
Evaluating Parameter Adjustment in the MODIS Gross Primary Production Algorithm Based on Eddy Covariance Tower Measurements SCI/SSCI论文
2014
Authors:  Chen J.;  Zhang H. F.;  Liu Z. R.;  Che M. L.;  Chen B. Z.
Adobe PDF(1667Kb)  |  Favorite  |  View/Download:46/21  |  Submit date:2014/12/24
Gross Primary Production  Modis  Parameter Adjustment  Model Structure  Light Use Efficiency  Eddy Covariance  Leaf-area Index  Net Ecosystem Productivity  Use Efficiency Model  Carbon-dioxide Exchange  Energy-balance Closure  Ensemble Kalman Filter  Primary Production Gpp  Douglas-fir Forest  Terrestrial Gross  Boreal  Forest  
A Synergetic Algorithm for Mid-Morning Land Surface Soil and Vegetation Temperatures Estimation Using MSG-SEVIRI Products and TERRA-MODIS Products SCI/SSCI论文
2014
Authors:  Zhao W.;  Li A. N.;  Bian J. H.;  Jin H. A.;  Zhang Z. J.
Adobe PDF(1873Kb)  |  Favorite  |  View/Download:52/27  |  Submit date:2014/12/24
Modis  Component Temperature  Seviri  Split-window Algorithm  Thermal Infrared Radiance  Remotely-sensed Data  Urban Heat Islands  Component Temperatures  Air-temperature  Regional  Evapotranspiration  Emissivity Retrieval  Msg1-seviri Data  Water  Content