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Estimating sub-daily resolution soil moisture using Fengyun satellite data and machine learning
期刊论文
OAI收割
JOURNAL OF HYDROLOGY, 2024, 卷号: 632, 页码: 130814
作者:
Wang, Jiao
;
Zhang, Yongqiang
;
Song, Peilin
;
Tian, Jing
  |  
收藏
  |  
浏览/下载:12/0
  |  
提交时间:2024/04/08
Soil Moisture
Sub-daily resolution
Passive Microwave
Artificial Neural Network
Fengyun-3
Conversion of satellite passive microwave signals to land surface "skin" temperature for extremely dry deserts
期刊论文
OAI收割
REMOTE SENSING OF ENVIRONMENT, 2023, 卷号: 299, 页码: 19
作者:
Song, Peilin
;
Zhao, Tianjie
;
Zhang, Yongqiang
;
He, Qingying
  |  
收藏
  |  
浏览/下载:5/0
  |  
提交时间:2023/12/22
Passive microwave (PMW)
Land surface temperature (LST)
Desert area
Thermal infrared (TIR)
Resampling depth
Conversion of satellite passive microwave signals to land surface skin temperature for extremely dry deserts
期刊论文
OAI收割
REMOTE SENSING OF ENVIRONMENT, 2023, 卷号: 299, 页码: 113857
作者:
Song, Peilin
;
Zhao, Tianjie
;
Zhang, Yongqiang
;
He, Qingying
  |  
收藏
  |  
浏览/下载:5/0
  |  
提交时间:2024/01/04
Passive microwave (PMW)
Land surface temperature (LST)
Desert area
Thermal infrared (TIR)
Resampling depth
Regionalization of Root Zone Moisture Estimations from Downscaled Surface Moisture and Environmental Data with the Soil Moisture Analytical Relationship Model
期刊论文
OAI收割
WATER, 2023, 卷号: 15, 期号: 23, 页码: 4133
作者:
Liu, Yonghao
;
Li, Taohui
  |  
收藏
  |  
浏览/下载:7/0
  |  
提交时间:2024/01/04
SMAR
genetic algorithm
parameter regionalization
root-zone soil moisture
Daily Soil Moisture Retrieval by Fusing CYGNSS and Multi-Source Auxiliary Data Using Machine Learning Methods
期刊论文
OAI收割
SENSORS, 2023, 卷号: 23, 期号: 22, 页码: 12
作者:
  |  
收藏
  |  
浏览/下载:3/0
  |  
提交时间:2024/01/02
CYGNSS
soil moisture
data fusion
land cover
GBRT
Remote sensing of soil degradation: Progress and perspective
期刊论文
OAI收割
INTERNATIONAL SOIL AND WATER CONSERVATION RESEARCH, 2023, 卷号: 11, 期号: 3, 页码: 429-454
作者:
Wang, Jingzhe
;
Zhen, Jianing
;
Hu, Weifang
;
Chen, Songchao
;
Lizaga, Ivan
  |  
收藏
  |  
浏览/下载:14/0
  |  
提交时间:2023/08/22
Soil degradation
Remote sensing
Soil properties
Earth observation
Sustainable development goals
Integration of microwave satellite soil moisture products in the contextual surface temperature-vegetation index models for spatially continuous evapotranspiration estimation
期刊论文
OAI收割
ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING, 2023, 卷号: 203, 页码: 211-229
作者:
Zhu, Wenbin
;
Fan, Li
;
Jia, Shaofeng
  |  
收藏
  |  
浏览/下载:5/0
  |  
提交时间:2023/10/10
Evapotranspiration
Soil moisture
Contextual TVX models
Downscaling
Satellite remote sensing
Soil organic matter mapping using INLA-SPDE with remote sensing based soil moisture indices and Fourier transforms decomposed variables
期刊论文
OAI收割
GEODERMA, 2023, 卷号: 437, 页码: 14
作者:
Yang, Chenconghai
;
Yang, Lin
;
Zhang, Lei
;
Zhou, Chenghu
  |  
收藏
  |  
浏览/下载:10/0
  |  
提交时间:2023/10/09
Soil organic matter
Digital soil mapping
INLA-SPDE
Soil moisture indices
NSDSI
Uncertainty assessment
A global historical twice-daily (daytime and nighttime) land surfacetemperature dataset produced by Advanced Very High Resolution Radiometer observations from 1981 to 2021
期刊论文
OAI收割
EARTH SYSTEM SCIENCE DATA, 2023, 卷号: 15, 期号: 5, 页码: 2189-2212
作者:
Li, Jia-Hao
;
Li, Zhao-Liang
;
Liu, Xiangyang
;
Duan, Si-Bo
  |  
收藏
  |  
浏览/下载:11/0
  |  
提交时间:2023/07/14
Spatial-temporal variability pattern of multi-depth soil moisture jointly driven by climatic and human factors in China
期刊论文
OAI收割
JOURNAL OF HYDROLOGY, 2023, 卷号: 619, 页码: 129313
作者:
Liu, Yangxiaoyue
;
Yang, Yaping
  |  
收藏
  |  
浏览/下载:8/0
  |  
提交时间:2023/05/06
Multi-depth soil moisture
Variability pattern
Climatic and human factors
China