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Spatial Downscaling of Land Surface Temperature Based on a Multi-Factor Geographically Weighted Machine Learning Model
期刊论文
REMOTE SENSING, 2021, 卷号: 13, 期号: 6, 页码: 33
作者:
Xu, Saiping
;
Zhao, Qianjun
;
Yin, Kai
;
He, Guojin
;
Zhang, Zhaoming
收藏
  |  
浏览/下载:21/0
  |  
提交时间:2021/07/09
land surface temperature
spatial downscaling
geographically weighted regression
ensemble learning
extreme gradient boosting
multivariate adaptive regression splines
Bayesian ridge regression
Sentinel-2A
Inter-comparison of several soil moisture downscaling methods over the Qinghai-Tibet Plateau, China
期刊论文
JOURNAL OF HYDROLOGY, 2021, 卷号: 592, 页码: 21
作者:
Qu, Yuquan
;
Zhu, Zhongli
;
Montzka, Carsten
;
Chai, Linna
;
Liu, Shaomin
收藏
  |  
浏览/下载:26/0
  |  
提交时间:2021/07/09
Soil moisture
Downscaling
Methods comparison
Qinghai-Tibet plateau
atakrig: An R package for multivariate area-to-area and area-to-point kriging predictions
期刊论文
COMPUTERS & GEOSCIENCES, 2020, 卷号: 139, 页码: 6
作者:
Hu, Maogui
;
Huang, Yanwei
收藏
  |  
浏览/下载:4/0
  |  
提交时间:2021/03/23
Support change
Area-to-area kriging
Area-to-point kriging
Downscaling
Spatial Downscaling of MSG Downward Shortwave Radiation Product Under Clear-Sky Condition
期刊论文
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2020, 卷号: 58, 期号: 5, 页码: 3264-3272
作者:
Wang, Wei
;
Yin, Gaofei
;
Zhao, Wei
;
Wen, Fengping
;
Yu, Daijun
收藏
  |  
浏览/下载:31/0
  |  
提交时间:2020/06/07
Surface topography
Land surface
Spatial resolution
Estimation
Surface treatment
Satellites
Reliability
Clear-sky condition
downscale
downward shortwave radiation (DSR)
Meteosat Second Generation (MSG)
spatio-temporal analysis
A Value-Consistent Method for Downscaling SMAP Passive Soil Moisture With MODIS Products Using Self-Adaptive Window
期刊论文
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2020, 卷号: 58, 期号: 2, 页码: 913-924
作者:
Wen Fengping
;
Zhao Wei
;
Wang Qunming
;
Sanchez Nilda
收藏
  |  
浏览/下载:12/0
  |  
提交时间:2020/03/20
Area-to-point kriging (ATPK)
downscaling
geographically weighted regression (GWR)
Moderate Resolution Imaging Spectroradiometer (MODIS)
self-adaptive window
soil moisture (SM)
Soil Moisture Active Passive (SMAP)
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
Determination of all-sky surface soil moisture at fine spatial resolution synergistically using optical/thermal infrared and microwave measurements
期刊论文
JOURNAL OF HYDROLOGY, 2019, 卷号: 579, 页码: 16
作者:
Leng, Pei
;
Li, Zhao-Liang
;
Liao, Qian-Yu
;
Gao, Mao-Fang
;
Duan, Si-Bo
收藏
  |  
浏览/下载:21/0
  |  
提交时间:2020/05/19
Soil moisture
All-sky
Optical/thermal infrared
Microwave
Spatially Disaggregating Satellite Land Surface Temperature With a Nonlinear Model Across Agricultural Areas
期刊论文
JOURNAL OF GEOPHYSICAL RESEARCH-BIOGEOSCIENCES, 2019, 页码: 20
作者:
Liu, Kai
;
Wang, Shudong
;
Li, Xueke
;
Wu, Taixia
收藏
  |  
浏览/下载:5/0
  |  
提交时间:2020/05/19
Generation of spatially complete and daily continuous surface soil moisture of high spatial resolution
期刊论文
REMOTE SENSING OF ENVIRONMENT, 2019, 卷号: 233, 页码: 19
作者:
Long, Di
;
Bai, Liangliang
;
Yan, La
;
Zhang, Caijin
;
Yang, Wenting
收藏
  |  
浏览/下载:7/0
  |  
提交时间:2020/05/19
Microwave soil moisture
Land surface temperature
Downscaling
Random forest
Water resources management
The assessment of different vegetation indices for spatial disaggregating of thermal imagery over the humid agricultural region
期刊论文
INTERNATIONAL JOURNAL OF REMOTE SENSING, 2019, 页码: 20
作者:
Liu, Kai
;
Wang, Shudong
;
Li, Xueke
;
Li, Yao
;
Zhang, Bo
收藏
  |  
浏览/下载:3/0
  |  
提交时间:2020/05/19
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