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On the Relationship Between Radar Backscatter and Radiometer Brightness Temperature From SMAP 期刊论文
发表期刊: IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING. 出版年: 2022
作者:  Zeng, Jiangyuan;  Shi, Pengfei;  Chen, Kun-Shan;  Ma, Hongliang;  Bi, Haiyun;  Cui, Chenyang
收藏  |  浏览/下载：32/0  |  提交时间：2022/02/12
Radar  Microwave radiometry  Vegetation mapping  Soil moisture  Spaceborne radar  Microwave measurement  Environmental factors  Active microwave  passive microwave  soil moisture active passive (SMAP)  soil moisture (SM)  synergy  
Assessment of 24 soil moisture datasets using a new in situ network in the Shandian River Basin of China 期刊论文
发表期刊: REMOTE SENSING OF ENVIRONMENT. 出版年: 2022, 卷号: 271
作者:  Zheng, Jingyao;  Zhao, Tianjie;  Lu, Haishen;  Shi, Jiancheng;  Cosh, Michael H.;  Ji, Dabin;  Jiang, Lingmei;  Cui, Qian;  Lu, Hui;  Yang, Kun;  Wigneron, Jean-Pierre;  Li, Xiaojun;  Zhu, Yonghua;  Hu, Lu;  Peng, Zhiqing;  Zeng, Yelong;  Wang, Xiaoyi;  Kang, Chuen Siang
收藏  |  浏览/下载：12/0  |  提交时间：2022/03/17
Validation  In situ network  Satellite-based soil moisture  Model -based soil moisture  Triple collocation  Climate change initiative  Copernicus climate change service  
Areal Precipitation Coverage Ratio for Enhanced AI Modelling of Monthly Runoff: A New Satellite Data-Driven Scheme for Semi-Arid Mountainous Climate 期刊论文
发表期刊: REMOTE SENSING. 出版年: 2022, 卷号: 14, 期号: 2
作者:  Hosseini, Seyyed Hasan;  Hashemi, Hossein;  Fakheri Fard, Ahmad;  Berndtsson, Ronny
收藏  |  浏览/下载：28/0  |  提交时间：2022/03/17
artificial intelligence  data scarcity  GPM-IMERG  k-fold data partitioning  MODIS Terra  NDVI  rainfall  semiarid  soil moisture  streamflow  
Modeling of surface soil moisture using C-band SAR data over bare fields in the tropical semi-arid region of India 期刊论文
发表期刊: APPLIED GEOMATICS. 出版年: 2021
作者:  Gururaj, Punithraj;  Umesh, Pruthviraj;  Shetty, Amba
收藏  |  浏览/下载：5/0  |  提交时间：2021/08/05
SAR  Sentinel-1A  Soil moisture mapping  Plot scale  Semi-empirical model  
A Triple Collocation-Based Comparison of Three L-Band Soil Moisture Datasets, SMAP, SMOS-IC, and SMOS, Over Varied Climates and Land Covers 期刊论文
发表期刊: FRONTIERS IN WATER. 出版年: 2021, 卷号: 3
作者:  Kim, Seokhyeon;  Dong, Jianzhi;  Sharma, Ashish
收藏  |  浏览/下载：9/0  |  提交时间：2021/11/19
soil moisture  L-band  triple collocation  SMAP  SMOS  SMOS-IC  
Disaggregating satellite soil moisture products based on soil thermal inertia: A comparison of a downscaling model built at two spatial scales 期刊论文
发表期刊: JOURNAL OF HYDROLOGY. 出版年: 2021, 卷号: 594
作者:  Senanayake, I. P.;  Yeo, I-Y;  Willgoose, G. R.;  Hancock, G. R.
收藏  |  浏览/下载：10/0  |  提交时间：2021/07/30
Downscaling  GLDAS  MODIS  SMAP  Soil moisture  Thermal inertia  
Evaluation of Multi-Source Soil Moisture Datasets over Central and Eastern Agricultural Area of China Using In Situ Monitoring Network 期刊论文
发表期刊: REMOTE SENSING. 出版年: 2021, 卷号: 13, 期号: 6
作者:  Yang, Yanqing;  Zhang, Jianyun;  Bao, Zhenxin;  Ao, Tianqi;  Wang, Guoqing;  Wu, Houfa;  Wang, Jie
收藏  |  浏览/下载：15/0  |  提交时间：2021/07/30
soil moisture  remote sensing  reanalysis dataset  evaluation  land uses  wet–  dry conditions  
Improving Soil Moisture Estimation by Identification of NDVI Thresholds Optimization: An Application to the Chinese Loess Plateau 期刊论文
发表期刊: REMOTE SENSING. 出版年: 2021, 卷号: 13, 期号: 4
作者:  Yuan, Lina;  Li, Long;  Zhang, Ting;  Chen, Longqian;  Zhao, Jianlin;  Liu, Weiqiang;  Cheng, Liang;  Hu, Sai;  Yang, Longhua;  Wen, Mingxin
收藏  |  浏览/下载：22/0  |  提交时间：2021/07/30
MODIS  relative soil moisture  Chinese Loess Plateau  ATI  TVDI  
Evaluation of SMAP, SMOS, and AMSR2 Soil Moisture Products Based on Distributed Ground Observation Network in Cold and Arid Regions of China 期刊论文
发表期刊: IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING. 出版年: 2021, 卷号: 14, 页码: 8955-8970
作者:  Wang, Zengyan;  Che, Tao;  Zhao, Tianjie;  Dai, Liyun;  Li, Xiaojun;  Wigneron, Jean-Pierre
收藏  |  浏览/下载：27/0  |  提交时间：2021/11/19
Soil moisture  Satellite broadcasting  Remote sensing  Land surface  Temperature measurement  Rivers  Microwave radiometry  Evaluation  Heihe River Basin (HRB)  Japan Aerospace Exploration Agency (JAXA)  Land Parameter Retrieval Algorithm (LPRM)  Soil Moisture Active Passive (SMAP)  Soil Moisture and Ocean Salinity (SMOS)-IC  Soil Moisture (SM)  
Estimating catchment scale soil moisture at a high spatial resolution: Integrating remote sensing and machine learning 期刊论文
发表期刊: SCIENCE OF THE TOTAL ENVIRONMENT. 出版年: 2021, 卷号: 776
作者:  Senanayake, I. P.;  Yeo, I. -Y.;  Walker, J. P.;  Willgoose, G. R.
收藏  |  浏览/下载：13/0  |  提交时间：2021/07/30
Artificial neural network  Downscaling  Gaussian process regression  Regression tree model  Soil moisture