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地理科学与资源研究... [60]
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期刊论文 [39]
SCI/SSCI论... [15]
EI期刊论文 [5]
会议论文 [1]
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Encoder-Decoder Full Residual Deep Networks for Robust Regression and Spatiotemporal Estimation
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2021, 卷号: 32, 期号: 9, 页码: 4217-4230
作者:
Li, Lianfa
;
Fang, Ying
;
Wu, Jun
;
Wang, Jinfeng
;
Ge, Yong
收藏
  |  
浏览/下载:80/0
  |  
提交时间:2021/11/05
Bias
deep learning
encoder-decoder
full residual deep network
non-linear regression
prediction of satellite aerosol optical depth (AOD) and PM2.5
spatiotemporal modeling
A Comparative Study of Conceptual Model Complexity to Describe Water Flow and Nitrate Transport in Deep Unsaturated Loess
期刊论文
WATER RESOURCES RESEARCH, 2021, 卷号: 57, 期号: 8, 页码: 21
作者:
Turkeltaub, Tuvia
;
Jia, Xiaoxu
;
Zhu, Yuanjun
;
Shao, Ming-An
;
Binley, Andrew
收藏
  |  
浏览/下载:28/0
  |  
提交时间:2021/11/05
nitrate transport
nitrate travel time
deep loess vadose zone
loess vertical variability
Assessment of Empirical Algorithms for Shallow Water Bathymetry Using Multi-Spectral Imagery of Pearl River Delta Coast, China
期刊论文
REMOTE SENSING, 2021, 卷号: 13, 期号: 16, 页码: 17
作者:
Wei, Chunzhu
;
Zhao, Qianying
;
Lu, Yang
;
Fu, Dongjie
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  |  
浏览/下载:39/0
  |  
提交时间:2021/11/05
bathymetry
Landsat 8
Sentinel-2
Google Earth Engine
retrieval algorithm
Spring snow depth changes and feedback to surface air temperature across the Tibetan plateau from 1961 to 2013
期刊论文
INTERNATIONAL JOURNAL OF CLIMATOLOGY, 2021, 页码: 16
作者:
Chen, Xiaona
;
Yang, Yaping
收藏
  |  
浏览/下载:13/0
  |  
提交时间:2021/08/19
climate change
spring snow depth
temperature
Tibetan plateau
Statistical estimation of next-day nighttime surface urban heat islands
期刊论文
ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING, 2021, 卷号: 176, 页码: 182-195
作者:
Lai, Jiameng
;
Zhan, Wenfeng
;
Quan, Jinling
;
Bechtel, Benjamin
;
Wang, Kaicun
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  |  
浏览/下载:43/0
  |  
提交时间:2021/08/19
Surface urban heat island
Thermal remote sensing
Land surface temperature
MODIS
Support vector regression
Estimation of reservoir evaporation losses for China
期刊论文
JOURNAL OF HYDROLOGY, 2021, 卷号: 596, 页码: 11
作者:
Tian, Wei
;
Liu, Xiaomang
;
Wang, Kaiwen
;
Bai, Peng
;
Liu, Changming
收藏
  |  
浏览/下载:24/0
  |  
提交时间:2021/08/19
Reservoir
Water surface evaporation
Water resources management
Spatiotemporal estimation of satellite-borne and ground-level NO2 using full residual deep networks
期刊论文
REMOTE SENSING OF ENVIRONMENT, 2021, 卷号: 254, 页码: 22
作者:
Li, Lianfa
;
Wu, Jiajie
收藏
  |  
浏览/下载:27/0
  |  
提交时间:2021/03/15
OMI-NO2 columns
Imputation of missing values
Full residual deep network
Bagging
Ground-level NO2 estimation
Traffic and land-use variables
Uncertainty
Assessing soil thickness in a black soil watershed in northeast China using random forest and field observations
期刊论文
INTERNATIONAL SOIL AND WATER CONSERVATION RESEARCH, 2021, 卷号: 9, 期号: 1, 页码: 49-57
作者:
Zhang, Shuai
;
Liu, Gang
;
Chen, Shuli
;
Rasmussen, Craig
;
Liu, Baoyuan
收藏
  |  
浏览/下载:49/0
  |  
提交时间:2021/04/25
Soil thickness
Random forest
Black soils
Northeast China
Soil geomorphology
The effect of hillslope geometry on Hortonian rainfall-infiltration-runoff processes
期刊论文
JOURNAL OF HYDROLOGY, 2021, 卷号: 594, 页码: 12
作者:
Wang, Jie
;
Chen, Li
收藏
  |  
浏览/下载:71/0
  |  
提交时间:2021/07/09
Hillslope geometry
Rainfall infiltration
Runoff
Ponding time
Time compression approximation
Run-on effect
Estimation of aerosol optical depth in relation to meteorological parameters over eastern and western routes of China Pakistan economic corridor
期刊论文
JOURNAL OF ENVIRONMENTAL SCIENCES, 2021, 卷号: 99, 页码: 28-39
作者:
Khalid, Bushra
;
Khalid, Ayesha
;
Muslim, Sidra
;
Habib, Ammara
;
Khan, Kishwar
收藏
  |  
浏览/下载:11/0
  |  
提交时间:2021/03/16
Aerosol optical depth
China-Pakistan economic corridor
Meteorology
Pollution development
Seasonal analysis
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