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Works (14)

Are the Current Expectations for SAR Remote Sensing of Soil Moisture Using Machine Learning Overoptimistic?

IEEE Transactions on Geoscience and Remote Sensing
2025 | Journal article
DOI: 10.1109/TGRS.2025.3533927
Contributors: Liujun Zhu; Junjie Dai; Junliang Jin; Shanshui Yuan; Ziwei Xiong; Jeffrey P. Walker
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Crossref
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Evaluating the effectiveness of different surface resistance schemes coupled with Penman-Monteith model for estimating actual evapotranspiration − A global comparative study

Journal of Hydrology
2025-08 | Journal article
DOI: 10.1016/j.jhydrol.2025.133047
Contributors: Zhangkang Shu; Junliang Jin; Lucas Menzel; Jianyun Zhang; Jianfeng Luo; Guoqing Wang; Ningbo Cui; Tiesheng Guan; Yanli Liu
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Crossref

Multi-Scale domain adaptation for high-resolution soil moisture retrieval from synthetic aperture radar in data-scarce regions

Journal of Hydrology
2025-08 | Journal article
DOI: 10.1016/j.jhydrol.2025.133073
Contributors: Liujun Zhu; Qi Cai; Junliang Jin; Shanshui Yuan; Xiaoji Shen; Jeffrey P. Walker
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Crossref

Spatiotemporal Pattern of Soil Moisture and Its Association with Vegetation in the Yellow River Basin

Water
2025-03-31 | Journal article
DOI: 10.3390/w17071028
Contributors: Jiahui Xia; Junliang Jin; Shanshui Yuan; Liliang Ren; Fang Ji; Shanhu Jiang; Yi Liu; Xiaoli Yang
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Crossref

Impact of Climate Change and Human Activities on Runoff Variability in the Yellow River Basin: Its Responses to Multi-Year Droughts

Water
2025-03-07 | Journal article
DOI: 10.3390/w17060777
Contributors: Qirui Lu; Shanshui Yuan; Liujun Zhu; Fang Ji; Junliang Jin
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Prediction of regional water resources carrying capacity based on stochastic simulation: A case study of Beijing-Tianjin-Hebei Urban Agglomeration

Journal of Hydrology: Regional Studies
2024-12 | Journal article
DOI: 10.1016/j.ejrh.2024.101976
Part of ISSN: 2214-5818
Contributors: Wentao Xu; Junliang Jin; Jianyun Zhang; Shanshui Yuan; Ming Tang; Yanli Liu; Tiesheng Guan
Source: Self-asserted source
Junliang Jin

A Hybrid Data Assimilation Approach Integrating Kalman with Deep Learning-based Updates for Non-linear and Non-Gaussian Groundwater Systems

2024-12-23 | Preprint
DOI: 10.22541/essoar.173499313.33010222/v1
Contributors: Lei Yao; Jiangjiang Zhang; Chenglong Cao; Jianyun Zhang; Junliang Jin
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Crossref

Enhanced runoff simulation by precise capture of snowmelt variation signals with satellite-based snow products in a high-elevation basin

Journal of Hydrology
2024-11 | Journal article
DOI: 10.1016/j.jhydrol.2024.131920
Contributors: Zhanliang Zhu; Xiongpeng Tang; Jianyun Zhang; Lei Liu; Chao Gao; Silong Zhang; Guoqing Wang; Junliang Jin; Cuishan Liu; Haoting Xu et al.
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Crossref

A Generalized Deep Learning-Based Ensemble Smoother for Data Assimilation of Hydrological Systems

2024-07-12 | Preprint
DOI: 10.22541/essoar.172081452.27981166/v1
Contributors: Jiangjiang Zhang; Junliang Jin; Lei Yao; Kun Zhou; Jianyun Zhang
Source: check_circle
Crossref

1.5℃ and 2.0℃ of global warming intensifies the hydrological extremes in China

Journal of Hydrology
2024-05 | Journal article
DOI: 10.1016/j.jhydrol.2024.131229
Contributors: Zhangkang Shu; Junliang Jin; Jianyun Zhang; Guoqing Wang; Yanqing Lian; Yanli Liu; Zhenxin Bao; Tiesheng Guan; Ruimin He; Cuishan Liu et al.
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Crossref

Changes in Headwater Streamflow from Impacts of Climate Change in the Tibetan Plateau

Engineering
2024-03 | Journal article
DOI: 10.1016/j.eng.2023.05.025
Contributors: Zhenxin Bao; Jianyun Zhang; Yanqing Lian; Guoqing Wang; Junliang Jin; Zhongrui Ning; Jiapeng Zhang; Yanli Liu; Xiaojun Wang
Source: check_circle
Crossref

Evaluation of the Impact of Multi-Source Uncertainties on Meteorological and Hydrological Ensemble Forecasting

Engineering
2023-05 | Journal article
DOI: 10.1016/j.eng.2022.06.007
Part of ISSN: 2095-8099
Contributors: Zhangkang Shu; Jianyun Zhang; Lin Wang; Junliang Jin; Ningbo Cui; Guoqing Wang; Zhouliang Sun; Yanli Liu; Zhenxin Bao; Cuishan Liu
Source: Self-asserted source
Junliang Jin

Parameter regionalization based on machine learning optimizes the estimation of reference evapotranspiration in data deficient area

Science of The Total Environment
2022-10 | Journal article
DOI: 10.1016/j.scitotenv.2022.157034
Part of ISSN: 0048-9697
Contributors: Zhangkang Shu; You Zhou; Jianyun Zhang; Junliang Jin; Lin Wang; Ningbo Cui; Guoqing Wang; Jiangjiang Zhang; Houfa Wu; Zongjun Wu et al.
Source: Self-asserted source
Junliang Jin

Evaluation and Application of Quantitative Precipitation Forecast Products for Mainland China Based on TIGGE Multimodel Data

Journal of Hydrometeorology
2021-05 | Journal article
DOI: 10.1175/jhm-d-20-0004.1
Part of ISSN: 1525-755X
Part of ISSN: 1525-7541
Contributors: Zhangkang Shu; Jianyun Zhang; Junliang Jin; Lin Wang; Guoqing Wang; Jie Wang; Zhouliang Sun; Ji Liu; Yanli Liu; Ruimin He et al.
Source: Self-asserted source
Junliang Jin

Peer review (3 reviews for 3 publications/grants)

Review activity for Journal of contaminant hydrology. (1)
Review activity for Journal of Hydrodynamics. (1)
Review activity for Science of the total environment. (1)
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