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地理科学与资源研究所 [5]
成都山地灾害与环境研... [2]
寒区旱区环境与工程研... [1]
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期刊论文 [8]
SCI/SSCI论文 [1]
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2021 [2]
2020 [2]
2019 [2]
2018 [2]
2016 [1]
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Seamless downscaling of the ESA CCI soil moisture data at the daily scale with MODIS land products
期刊论文
JOURNAL OF HYDROLOGY, 2021, 卷号: 603, 页码: 17
作者:
Zhao, Wei
;
Wen, Fengping
;
Wang, Qunming
;
Sanchez, Nilda
;
Piles, Maria
收藏
  |  
浏览/下载:73/0
  |  
提交时间:2021/12/10
Surface soil moisture
Spatial downscaling
Annual temperature cycle
ESA CCI
MODIS
A Machine Learning-Based Geostatistical Downscaling Method for Coarse-Resolution Soil Moisture Products
期刊论文
IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, 2021, 卷号: 14, 页码: 1025-1037
作者:
Jin, Yan
;
Ge, Yong
;
Liu, Yaojie
;
Chen, Yuehong
;
Zhang, Haitao
收藏
  |  
浏览/下载:13/0
  |  
提交时间:2021/03/15
Spatial resolution
Interpolation
Support vector machines
Mathematical model
Market research
Soil moisture
Monitoring
Area-to-area kriging
downscaling
soil moisture
support vector regression
Downscaling Satellite Retrieved Soil Moisture Using Regression Tree-Based Machine Learning Algorithms Over Southwest France
期刊论文
EARTH AND SPACE SCIENCE, 2020, 卷号: 7, 期号: 10, 页码: 25
作者:
Liu, Yangxiaoyue
;
Xia, Xiaolin
;
Yao, Ling
;
Jing, Wenlong
;
Zhou, Chenghu
收藏
  |  
浏览/下载:13/0
  |  
提交时间:2021/03/16
satellite
based soil moisture
downscale
machine learning
regression tree
driven algorithms
Comparison of soil moisture products from microwave remote sensing, land model, and reanalysis using global ground observations
期刊论文
Hydrological Processes, 2020, 卷号: 34, 期号: 3, 页码: 836-851
作者:
Yuanhong Deng
;
Shijie Wang
;
Xiaoyong Bai
;
Luhua Wu
;
Yue Cao
;
Huiwen Li
;
Mingming Wang
;
Chaojun Li
;
Yujie Yang
;
Zeyin Hu
;
Shiqi Tian
;
Qian Lu
收藏
  |  
浏览/下载:18/0
  |  
提交时间:2020/04/22
Amsr-e
Dataassimilation
In-situ
Tibetan Plateau
Retrieval
Validation
Impact
Ascat
Precipitation
Performance
Evaluation of ESA Active, Passive and Combined Soil Moisture Products Using Upscaled Ground Measurements
期刊论文
SENSORS, 2019, 卷号: 19, 期号: 12, 页码: 19
作者:
Zhu, Luyao
;
Wang, Hongquan
;
Tong, Cheng
;
Liu, Wenbin
;
Du, Benxu
收藏
  |  
浏览/下载:61/0
  |  
提交时间:2019/09/24
ESA CCI soil moisture
validation
ground measurements upscaling
spatiotemporal analysis
Responses of soil moisture to regional climate change over the Three Rivers Source Region on the Tibetan Plateau
期刊论文
INTERNATIONAL JOURNAL OF CLIMATOLOGY, 2019, 页码: DOI: 10.1002/joc.6341
作者:
Deng Mingshan
;
Meng Xianhong
;
Li Zhaoguo
;
Lyv Yaqiong
;
Lei Huajin
收藏
  |  
浏览/下载:7/0
  |  
提交时间:2020/02/28
land surface model data
precipitation
reanalysis data
soil moisture
temperature
Three Rivers Source region
Detecting hydrological consistency between soil moisture and precipitation and changes of soil moisture in summer over the Tibetan Plateau
期刊论文
CLIMATE DYNAMICS, 2018, 卷号: 51, 期号: 11-12, 页码: 4157-4168
作者:
Meng, X.
;
Li, R.
;
Luan, L.
;
Lyu, S.
;
Zhang, T.
收藏
  |  
浏览/下载:41/0
  |  
提交时间:2019/10/09
Hydrological consistency
ESA soil moisture product
Soil moisture
Precipitation
Trends
Tibetan Plateau
Comparison of Different Machine Learning Approaches for Monthly Satellite-Based Soil Moisture Downscaling over Northeast China
期刊论文
REMOTE SENSING, 2018, 卷号: 10, 期号: 1, 页码: 23
作者:
Liu, Yangxiaoyue
;
Yang, Yaping
;
Jing, Wenlong
;
Yue, Xiafang
收藏
  |  
浏览/下载:25/0
  |  
提交时间:2019/05/30
soil moisture
ESA CCI
downscaling
machine learning
monthly
Comparison of temporal trends from multiple soil moisture data sets and precipitation: The implication of irrigation on regional soil moisture trend
SCI/SSCI论文
2016
作者:
Qiu J. X.
;
Gao, Q. Z.
;
Wang, S.
;
Su, Z. R.
收藏
  |  
浏览/下载:27/0
  |  
提交时间:2017/11/09
Surface soil moisture
Trend analysis
Multi-satellite remote sensing
ERA-Interim/Land reanalysis
Huang-Huai-Hai Plain
Irrigation effect
north china plain
land-use change
groundwater
water
model
agriculture
retrievals
reanalyses
patterns
impacts
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