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Feature Selection Solution with High Dimensionality and Low-Sample Size for Land Cover Classification in Object-Based Image Analysis 期刊论文
REMOTE SENSING, 2017, 卷号: 9, 期号: 9, 页码: 16
Authors:  Huang, Yaohuan;  Zhao, Chuanpeng;  Yang, Haijun;  Song, Xiaoyang;  Chen, Jie;  Li, Zhonghua
Favorite  |  View/Download:1/0  |  Submit date:2019/09/25
feature selection  generalized partial least squares regression  small samples  land cover  OBIA  
基于时间序列MODIS数据的干旱区土地覆被变化检测研究 学位论文
博士: 中国科学院地理科学与资源研究所, 2016
Authors:  许丽丽
Adobe PDF(35794Kb)  |  Favorite  |  View/Download:104/41  |  Submit date:2017/09/30
北澳稀树草原水碳通量控制因子分析及其模拟 学位论文
博士: 中国科学院地理科学与资源研究所, 2016
Authors:  庄伟
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Testing steady-state analysis of single-ring and square pressure infiltrometer data SCI/SSCI论文
2016
Authors:  Bagarello V.;  Iovino, M.;  Lai, J.
View  |  Adobe PDF(1213Kb)  |  Favorite  |  View/Download:35/14  |  Submit date:2017/11/09
Saturated soil hydraulic conductivity  Single-ring pressure  infiltrometer  Square infiltrometer  Numerical simulation  saturated hydraulic conductivity  tension infiltrometer  numerical-simulation  spatial variability  stony soils  infiltration  field  flow  equation  permeameters  
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:28/6  |  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  
An Algorithm for Retrieving Precipitable Water Vapor over Land Based on Passive Microwave Satellite Data SCI/SSCI论文
2016
Authors:  Zhou F. C.;  Song, X. N.;  Leng, P.;  Wu, H.;  Tang, B. H.
Adobe PDF(1597Kb)  |  Favorite  |  View/Download:40/11  |  Submit date:2017/11/09
surface emission model  raman lidar  brightness temperatures  sun  photometer  gps  radiometer  network  aeronet  liquid  soil  
Changing and Differentiated Urban Landscape in China: Spatiotemporal Patterns and Driving Forces SCI/SSCI论文
2016
Authors:  Fang C. L.;  Li, G. D.;  Wang, S. J.
View  |  Adobe PDF(584Kb)  |  Favorite  |  View/Download:98/59  |  Submit date:2017/11/09
land-use change  service value changes  metropolitan region  spatial-pattern  economic-growth  united-states  heat-island  urbanization  expansion  cities  
基于时空地统计学的监测网布局优化与时空插值研究 学位论文
博士, 北京: 中国科学院研究生院, 2015
Authors:  王江浩
View  |  Adobe PDF(7091Kb)  |  Favorite  |  View/Download:83/34  |  Submit date:2017/10/18
黄河三角洲土壤盐分变化的时空模式发现技术研究 学位论文
博士, 北京: 中国科学院研究生院, 2015
Authors:  柴思跃
View  |  Adobe PDF(6498Kb)  |  Favorite  |  View/Download:50/25  |  Submit date:2017/10/18
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