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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.
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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  
Evaluation of the Chinese Fine Spatial Resolution Hyperspectral Satellite TianGong-1 in Urban Land-Cover Classification SCI/SSCI论文
2016
Authors:  Li X. K.;  Wu, T. X.;  Liu, K.;  Li, Y.;  Zhang, L. F.
View  |  Adobe PDF(2960Kb)  |  Favorite  |  View/Download:25/12  |  Submit date:2017/11/09
TianGong-1 (TG-1)  fine spatial resolution satellite hyperspectral data  urban classification  hybrid classifier  Hyperion  support vector machines  object-based classification  spectral mixture  analysis  multispectral data  image-analysis  eo-1 hyperion  3 decades  vegetation  discrimination  algorithms  
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  
Mapping Paddy Rice in China in 2002, 2005, 2010 and 2014 with MODIS Time Series SCI/SSCI论文
2016
Authors:  Clauss K.;  Yan, H. M.;  Kuenzer, C.
View  |  Adobe PDF(4536Kb)  |  Favorite  |  View/Download:36/7  |  Submit date:2017/11/09
rice  China  MODIS  time series  SVM  OCSVM  agriculture  change  detection  planting area  mekong delta  spatiotemporal distribution  cropping  systems  northeast china  river delta  images  phenology  fields  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  
Urban Land-Cover Change and Its Impact on the Ecosystem Carbon Storage in a Dryland City SCI/SSCI论文
2016
Authors:  Yan Y.;  Zhang, C.;  Hu, Y. F.;  Kuang, W. H.
View  |  Adobe PDF(3527Kb)  |  Favorite  |  View/Download:54/19  |  Submit date:2017/11/09
land-cover change  ecosystem organic C  soil organic C  vegetation C  Urumqi  impervious surface  united-states  soil carbon  multitemporal landsat  classification  urbanization  accuracy  imagery  stocks  cities  
Examining Urban Impervious Surface Distribution and Its Dynamic Change in Hangzhou Metropolis SCI/SSCI论文
2016
Authors:  Li L. W.;  Lu, D. S.;  Kuang, W. H.
View  |  Adobe PDF(8130Kb)  |  Favorite  |  View/Download:157/40  |  Submit date:2017/11/09
impervious surface area  Landsat imagery  Hangzhou metropolis  linear  spectral mixture analysis  topography  spatial patterns  urban expansion  land-cover change  spectral mixture analysis  thematic mapper imagery  southeastern china  united-states  heat-island  vegetation  area  urbanization  temperature  
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  
Validation of Land Cover Maps in China Using a Sampling-Based Labeling Approach SCI/SSCI论文
2015
Authors:  Bai Y.;  Feng, M.;  Jiang, H.;  Wang, J. L.;  Liu, Y. Z.
Adobe PDF(1344Kb)  |  Favorite  |  View/Download:47/17  |  Submit date:2015/12/09
Accuracy Assessment  Data Sets  Spatial-resolution  Products  Classification  Information  Imagery  Modis  Area  Discover  
An Automated Method for Extracting Rivers and Lakes from Landsat Imagery SCI/SSCI论文
2014
Authors:  Jiang H.;  Feng M.;  Zhu Y. Q.;  Lu N.;  Huang J. X.;  Xiao T.
Adobe PDF(1882Kb)  |  Favorite  |  View/Download:53/17  |  Submit date:2014/12/24
Feature Extraction  Lake  Mixed Pixels  Remote Sensing  River  Water  Index  Difference Water Index  Satellite Imagery  Delineation  Morphology  Australia  Features  Bodies  Ndwi