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Rainfall estimation from surface soil moisture using SM2RAIN in cold mountainous areas 期刊论文
发表期刊: JOURNAL OF HYDROLOGY. 出版年: 2022, 卷号: 606
作者:  Lai, Yao;  Tian, Jie;  Kang, Weiming;  Gao, Chao;  Hong, Weijie;  He, Chansheng
收藏  |  浏览/下载：35/0  |  提交时间：2022/03/17
Mountainous areas  Rainfall estimation  Soil moisture  SM2RAIN  
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：29/0  |  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  
How is the precipitation distributed vertically in arid mountain region of Northwest China? 期刊论文
发表期刊: JOURNAL OF GEOGRAPHICAL SCIENCES. 出版年: 2022, 卷号: 32, 期号: 2, 页码: 241-258
作者:  Yang Yanfen;  Shen Lulu;  Wang Bing
收藏  |  浏览/下载：11/0  |  提交时间：2022/03/17
gridded precipitation  mountainous areas  temporal variability  altitudinal distribution  
Seasonal simulations of summer aerosol optical depth over the Arabian Peninsula using WRF-Chem: Validation, climatology, and variability 期刊论文
发表期刊: INTERNATIONAL JOURNAL OF CLIMATOLOGY. 出版年: 2021
作者:  Karumuri, Rama Krishna;  Kunchala, Ravi Kumar;  Attada, Raju;  Dasari, Hari Prasad;  Hoteit, Ibrahim
收藏  |  浏览/下载：20/0  |  提交时间：2021/11/19
aerosol optical depth (AOD)  Arabian Peninsula  MODIS  WRF-Chem  
A hybrid framework for forecasting monthly reservoir inflow based on machine learning techniques with dynamic climate forecasts, satellite-based data, and climate phenomenon information 期刊论文
发表期刊: STOCHASTIC ENVIRONMENTAL RESEARCH AND RISK ASSESSMENT. 出版年: 2021
作者:  Tian, Di;  He, Xiaogang;  Srivastava, Puneet;  Kalin, Latif
收藏  |  浏览/下载：23/0  |  提交时间：2021/11/29
Reservoir inflow forecast  Machine learning  Dynamic climate forecast  Climate indices  Satellite-based soil moisture and evaporation  Multi-model ensemble  
Monitoring the extreme drought in the middle and lower reaches of the Yangtze River in 2019 from GRACE-FO satellites 期刊论文
发表期刊: CHINESE SCIENCE BULLETIN-CHINESE. 出版年: 2021, 卷号: 66, 期号: 1, 页码: 107-117
作者:  Ran, Yanhong;  Zhong, Min;  Chen, Wei;  Zhong, Yulong;  Feng, Wei
收藏  |  浏览/下载：14/0  |  提交时间：2021/08/05
GRACE-FO  GRACE-DSI  drought index  the middle and lower reaches of the Yangtze River  
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  
Soil Moisture Active Passive Improves Global Soil Moisture Simulation in a Land Surface Scheme and Reveals Strong Irrigation Signals Over Farmlands 期刊论文
发表期刊: GEOPHYSICAL RESEARCH LETTERS. 出版年: 2021, 卷号: 48, 期号: 8
作者:  He, Liming;  Chen, Jing M.;  Mostovoy, Georgy;  Gonsamo, Alemu
收藏  |  浏览/下载：4/0  |  提交时间：2021/11/19
Data-Driven Landslide Nowcasting at the Global Scale 期刊论文
发表期刊: FRONTIERS IN EARTH SCIENCE. 出版年: 2021, 卷号: 9
作者:  Stanley, Thomas A.;  Kirschbaum, Dalia B.;  Benz, Garrett;  Emberson, Robert A.;  Amatya, Pukar M.;  Medwedeff, William;  Clark, Marin K.
收藏  |  浏览/下载：3/0  |  提交时间：2021/07/30
XGBoost  machine learning  IMERG  SMAP  GPM  situational awareness  antecedent rainfall  tropical cyclone