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Predictive mapping with small field sample data using semi-supervised machine learning
期刊论文
TRANSACTIONS IN GIS, 2019, 页码: 17
作者:
Du, Fei
;
Zhu, A-Xing
;
Liu, Jing
;
Yang, Lin
收藏
  |  
浏览/下载:4/0
  |  
提交时间:2020/05/19
A Temporal Disaggregation Approach for TRMM Monthly Precipitation Products Using AMSR2 Soil Moisture Data
期刊论文
REMOTE SENSING, 2019, 卷号: 11, 期号: 24, 页码: 19
作者:
Fan, Dong
;
Wu, Hua
;
Dong, Guotao
;
Jiang, Xiaoguang
;
Xue, Huazhu
收藏
  |  
浏览/下载:9/0
  |  
提交时间:2020/05/19
downscaling
precipitation
TRMM
AMSR2
Landslide Detection of Hyperspectral Remote Sensing Data Based on Deep Learning With Constrains
期刊论文
IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, 2019, 卷号: 12, 期号: 12, 页码: 5047-5060
作者:
Ye, Chengming
;
Li, Yao
;
Cui, Peng
;
Liang, Li
;
Pirasteh, Saeid
收藏
  |  
浏览/下载:11/0
  |  
提交时间:2020/04/02
Terrain factors
Feature extraction
Hyperspectral imaging
Deep learning
Support vector machines
Deep belief network (DBN)
deep learning
feature extraction
hyperspectral data
landslide
A demand index for recreational ecosystem services associated with urban parks in Beijing, China
期刊论文
JOURNAL OF ENVIRONMENTAL MANAGEMENT, 2019, 卷号: 251, 页码: -
作者:
Sun, Ranhao
;
Li, Fen
;
Chen, Liding
收藏
  |  
浏览/下载:5/0
  |  
提交时间:2020/09/09
Urban park
Ecosystem service
Landscape planning
Recreation
Urbanization
Beijing
High-Spatial-Resolution Population Exposure to PM2.5 Pollution Based on Multi-Satellite Retrievals: A Case Study of Seasonal Variation in the Yangtze River Delta, China in 2013
期刊论文
REMOTE SENSING, 2019, 卷号: 11, 期号: 23, 页码: 17
作者:
Wang, Hong
;
Li, Jiawen
;
Gao, Zhiqiu
;
Yim, Steve H. L.
;
Shen, Huanfeng
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  |  
浏览/下载:23/0
  |  
提交时间:2020/06/05
population exposure
PM2.5
satellite remote sensing
random forest model
population estimation
Yangtze River Delta
China
Maize Crop Coefficient Estimated from UAV-Measured Multispectral Vegetation Indices
期刊论文
SENSORS, 2019, 卷号: 19, 期号: 23, 页码: 17
作者:
Zhang, Yu
;
Han, Wenting
;
Niu, Xiaotao
;
Li, Guang
收藏
  |  
浏览/下载:5/0
  |  
提交时间:2020/05/19
crop coefficient (K-c)
vegetation indices
deficit irrigation
regression model
soil water balance
stress coefficient
A similarity-based approach to sampling absence data for landslide susceptibility mapping using data-driven methods
期刊论文
CATENA, 2019, 卷号: 183, 页码: 17
作者:
Zhu, A-Xing
;
Miao, Yamin
;
Liu, Junzhi
;
Bai, Shibiao
;
Zeng, Canying
收藏
  |  
浏览/下载:5/0
  |  
提交时间:2020/05/19
Landslide absence data
Sampling method
Data-driven methods
Landslide susceptibility mapping, similarity model, data mining and machine learning
Spatial-Temporal Patterns and Driving Forces of Sustainable Urbanization in China Since 2000
期刊论文
JOURNAL OF URBAN PLANNING AND DEVELOPMENT, 2019, 卷号: 145, 期号: 4, 页码: 18
作者:
Li, Linna
;
Liu, Yansui
收藏
  |  
浏览/下载:9/0
  |  
提交时间:2020/05/19
Sustainable urbanization
Spatial-temporal pattern
Driving forces
Urban and regional development
China
Application of sandwich spatial estimation method in cancer mapping: A case study for breast cancer mortality in the Chinese mainland, 2005
期刊论文
STATISTICAL METHODS IN MEDICAL RESEARCH, 2019, 卷号: 28, 期号: 12, 页码: 3609-3626
作者:
Liao, Yilan
;
Li, Dongyue
;
Zhang, Ningxu
;
Xia, Changfa
;
Zheng, Rongshou
收藏
  |  
浏览/下载:39/0
  |  
提交时间:2020/03/23
Sandwich estimation
Bayesian
cancer mortality
spatial distribution
mapping
The effect of urbanization on environmental pollution in rapidly developing urban agglomerations
期刊论文
JOURNAL OF CLEANER PRODUCTION, 2019, 卷号: 237, 页码: 15
作者:
Liang, Longwu
;
Wang, Zhenbo
;
Li, Jiaxin
收藏
  |  
浏览/下载:6/0
  |  
提交时间:2020/03/23
Urban agglomeration
Rapid urbanization
Environmental pollution
Beijing-tianjin-hebei urban agglomeration
Geographically and temporally weighted regression
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