Generative deep learning for probabilistic streamflow forecasting: Conditional variational auto-encoder (English)
- New search for: Jahangir, Mohammad Sina
- New search for: Quilty, John
- Further information on Quilty, John:
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https://orcid.org/0000-0002-0207-8077
- New search for: Jahangir, Mohammad Sina
- New search for: Quilty, John
- Further information on Quilty, John:
-
https://orcid.org/0000-0002-0207-8077
In:
Journal of Hydrology
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629
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2023
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ISSN:
- Article (Journal) / Electronic Resource
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Title:Generative deep learning for probabilistic streamflow forecasting: Conditional variational auto-encoder
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Contributors:Jahangir, Mohammad Sina ( author ) / Quilty, John ( author )
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Published in:Journal of Hydrology ; 629
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Publisher:
- New search for: Elsevier B.V.
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Publication date:2023-11-07
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ISSN:
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DOI:
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Type of media:Article (Journal)
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Type of material:Electronic Resource
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Language:English
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Keywords:
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Source:
Table of contents – Volume 629
The tables of contents are generated automatically and are based on the data records of the individual contributions available in the index of the TIB portal. The display of the Tables of Contents may therefore be incomplete.
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Historical flood reconstruction in a torrential alpine catchment and its implication for flood hazard assessmentsZhong, Yihua / Ballesteros–Cánovas, Juan Antonio / Favillier, Adrien / Corona, Christophe / Zenhäusern, Gregor / Manchado, Alberto Munoz Torrero / Guillet, Sebastien / Giacona, Florie / Eckert, Nicolas / Qie, Jiazhi et al. | 2023
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Linking ground ice and glacier melting to lake volume change in the Dogai Coring watershed on the Tibetan PlateauZhang, Zhendong / Li, Xu / Zhou, Chaodong / Zhao, Yanhui / Zhao, Gang / Tang, Qiuhong et al. | 2023
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Hydrologic changes in the Brazos River Basin and implications for Great Plains fishesWolaver, Brad D. / Reynolds, Lindsay V. / Caldwell, Todd G. / Bongiovanni, Tara / Paul Pierre, Jon / Breton, Caroline / Mayes, Kevin B. et al. | 2023
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Gravimetry and hydrologic data to constrain the hydrodynamics of a karstic area: The Škocjan Caves study casePivetta, Tommaso / Braitenberg, Carla / Gabrovšek, Franci / Gabriel, Gerald / Meurers, Bruno et al. | 2023
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Surface-groundwater interactions in hard rock, water-limited environments, simulated at very fine scale using long time-series observations and hydrotope-modeling conceptTanvir Hassan, S.M. / Lubczynski, Maciek W. et al. | 2023
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Improve the capability of physical model for runoff and sediment yield modelling with a hybrid artificial intelligence-based error updating systemKumar Singh, Vijay / Kumar, Devendra / Kashyap, P.S. / Kumar Singh, Sudhir et al. | 2023
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Investigation of uniform and graded sediment wash-off in an urban drainage system: Numerical model validation from a rainfall simulator in an experimental facilityAddison - Atkinson, W. / Chen, A.S. / Memon, F.A. / Anta, J. / Naves, J. / Cea, L. et al. | 2023
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Hydrological digital twin model of a large anthropized italian alpine catchment: The Adige river basinMorlot, Martin / Rigon, Riccardo / Formetta, Giuseppe et al. | 2023
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Estimation of sugarcane evapotranspiration from remote sensing and limited meteorological variables using machine learning modelsAlavi, Mohammad / Albaji, Mohammad / Golabi, Mona / Ali Naseri, Abd / Homayouni, Saeid et al. | 2023
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Comparative analysis and selection criteria for residence time distribution models in free water surface constructed wetlandsZhang, Bochao / Cui, Yuanlai / Shu, Yonghong / Liao, Bin / Yang, Mengwei / Tang, Chi et al. | 2023
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Using multiple isotopes to determine groundwater source, age, and renewal rate in the Beishan preselected area for geological disposal of high-level radioactive waste in ChinaLi, Jiebiao / Zhang, You-Kuan / Zhou, Zhichao / Guo, Yonghai / Zhao, Jingbo / Liang, Xiuyu et al. | 2023
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Effect of fracture characteristics on groundwater flow adjacent to high-level radioactive waste repositoryYoon, Won Woo / Han, Weon Shik / Hwang, Jeonghwan / Kim, Jung-Woo / Chang, Kyung Won / Suk, Heejun et al. | 2023
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Effect of scale and matrix porosity on the relationship between permeability and resistivity in fracture-matrix systemQian, Jiazhong / Yan, Yongshuai / Wang, Yangyang / Liu, Yong / Luo, Qiankun et al. | 2023
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When rain does not run, a fingerprint of uncoordinated water resources developmentTorabi Haghighi, Ali / Sharifi, Alireza / Darabi, Hamid / Mazaheri, Mehdi / Mohammadpour, Reza / Gohari, Alireza / Noury, Mojtaba / Hekmatzadeh, Ali Akbar / Panchanathan, Anandharuban / Hashemi, Hossein et al. | 2023
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Modeling the influence of small reservoirs on hydrological drought propagation in space and timeColombo, P. / Ribeiro Neto, G.G. / Costa, A.C. / Mamede, G.L. / Van Oel, P.R. et al. | 2023
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Rare earth element distribution patterns in Lakes Huron, Erie, and OntarioJunqueira, Tassiane / Beckner-Stetson, Nathan / Richardson, Violeta / Leybourne, Matthew I. / Vriens, Bas et al. | 2023
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The impact of heterogeneity at various spatial locations on dune-induced hyporheic exchangeSu, Xiaoru / Yeh, Tian-Chyi Jim / Li, Kuangjia / Wang, Guangcai / Wang, Wenke / Hao, Yonghong et al. | 2023
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Analytical modelling of desiccation crack depth estimation for granitic soilsWei, Yujie / Zhang, Shu / Zhang, Yong / Zhou, Xiaoquan / Dai, Zhongshan / Zheng, Hao / Li, Zhaoxia / Cai, Chongfa et al. | 2023
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The impact of Three Gorges Dam on the hydrological connectivity of “off-stream” floodplainsTan, Zhiqiang / Wang, Xiaolong / Li, Yunliang / Zhang, Zengxin / Xue, Chenyang / Yao, Jing / You, Hailin et al. | 2023
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Spatiotemporal variations of inter- and intra-annual extreme streamflow in the Yangtze River BasinHuang, Anqi / Gao, Guangyao / Yao, Liqiang / Yin, Shihua / Li, Dongfeng / Xuan Do, Hong / Fu, Bojie et al. | 2023
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On the tensorial nature of the hydraulic aperture of rough fracturesFerreira, Carlos A.S. / Nick, Hamidreza M. et al. | 2023
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Simulation of thermo-hydro-mechanical coupled heat extraction process of geothermal reservoir under varied geological conditions with CO2 as working fluidZhang, Chao / Zhang, Haozhu / Song, Rongcai / Wang, Zhuting / Jiang, Guangzheng / Zuo, Yinhui / Hu, Jie / Huang, Ronghua et al. | 2023
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Analysis of effects of vegetation cover and elevation on water yield in an alpine basin of the Qilian Mountains in Northwest China by integrating the WRF-Hydro and Budyko frameworkGuo, Shuchen / Tian, Lei / Chen, Shuoyu / Liang, Jiguang / Tian, Jie / Cao, Bo / Wang, Xuejin / He, Chansheng et al. | 2023
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Bridging the spatiotemporal ice sheet mass change data gap between GRACE and GRACE-FO in Greenland using machine learning methodShi, Zhuoya / Wang, Zemin / Zhang, Baojun / Geng, Hong / An, Jiachun / Wu, Shuang / Liu, Mingliang / Wu, Yunsi / Wu, Haojian et al. | 2023
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Seasonal recharge mechanism of the upper shallow groundwater in a long-term wastewater leakage and irrigation region of an alluvial aquiferWang, Shiqin / Zhang, Zhixiong / Sprenger, Matthias / Wei, Shoucai / Zheng, Wenbo / Liu, Binbin / Shen, Yanjun / Zhang, Yizhang et al. | 2023
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Three-dimensional inter-basin groundwater flow toward a groundwater-fed stream: Identification, partition, and quantificationHan, Peng-Fei / Wang, Xu-Sheng / Zhou, Yangxiao / Yang, Zhi / Wan, Li / Chen, Jinsong / Jiang, Xiao-Wei et al. | 2023
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Quantifying vertical streambed fluxes and streambed thermal properties using heat as a tracer during extreme hydrologic eventsShi, Wenguang / Zhan, Hongbin / Wang, Quanrong / Liao, Zilong et al. | 2023
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Ecological drought evolution characteristics under different climatic regions in the Yangtze River basinZhang, Lu / Chang, Jianxia / Guo, Aijun / Zhou, Kai / Yang, Guibin / Zou, Dongjing et al. | 2023
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Optimizing groundwater pumping in small island groundwater lenses: An analytical approachTang, Yuening / Lu, Chunhui / Luo, Jian et al. | 2023
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Evaluating the soil hydraulic functions of vegetation restoration in a subtropical hilly catchment: Insights from continuous soil moisture monitoringXu, Jiapan / Liu, Muxing / Yi, Jun / Zhang, Jun / Zhang, Hailin / Cai, Chongfa et al. | 2023
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Quantifying the effects of institutional shifts on water governance in the Yellow River Basin: A social-ecological system perspectiveSong, Shuang / Wen, Huiyu / Wang, Shuai / Wu, Xutong / Cumming, Graeme S. / Fu, Bojie et al. | 2023
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Hydrological trends captured by assimilating GRACE total water storage data into the CLM5-BGC modelChi, Haewon / Seo, Hocheol / Kim, Yeonjoo et al. | 2023
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A deep learning modeling framework with uncertainty quantification for inflow-outflow predictions for cascade reservoirsNgoc Tran, Vinh / Ivanov, Valeriy Y. / Tien Nguyen, Giang / Ngoc Anh, Tran / Huy Nguyen, Phuong / Kim, Dae-Hong / Kim, Jongho et al. | 2023
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Development of Multi-Source Weighted-Ensemble Precipitation: Influence of bias correction based on recurrent convolutional neural networksKao, Yung-Cheng / Tsou, Hsiang-En / Chen, Chia-Jeng et al. | 2023
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Estimates of the Priestley-Taylor coefficient based on FLUXNET data at multiple spatiotemporal scalesWang, Junping / Xue, Baolin / Wang, Yuntao / A, Yinglan / Wang, Guoqiang / Long, Di / Huang, Jinhai et al. | 2023
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Identification of high-permeability and water-rich zones in a fractured karst water source area based on the hydraulic tomography methodMa, Lei / Sun, Xiaofan / Qian, Jiazhong / Wang, Wei / Deng, Yaping / Fang, Yunhai et al. | 2023
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A new approach to ensemble precipitation Estimation: Coupling satellite hydrological products with backward water balance models in Large-ScaleDastjerdi, Pouria Asgari / Ghomlaghi, Arash / Nasseri, Mohsen et al. | 2023
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A new two-step particle tracking and channels model method for preferential 3-D flow and transport in large DFNs of fractured aquifersMasciopinto, Costantino / Fadakar Alghalandis, Younes et al. | 2023
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Error modeling and hierarchical Bayesian fusion for spaceborne and ground radar rainfall dataKou, Leilei / Mao, Ying / Lin, Zhengjian / Gao, Haiyang / Chu, Zhigang / Chen, Aijun et al. | 2023
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A modified Green-Ampt infiltration model for muddy waterKang, Shouxuan / Fei, Liangjun / Zhong, Yun / Zhao, Penghui / Yang, Zhen / Fan, Qianwen et al. | 2023
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Seasonal drought severity identification using a modified multivariate index: a case study of Indo-Gangetic Plains in IndiaKumar, Vaibhav / Chu, Hone-Jay et al. | 2023
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Alternate pathway for regional flood frequency analysis in data-sparse regionMangukiya, Nikunj K. / Sharma, Ashutosh et al. | 2023
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Multi-fidelity Fourier neural operator for fast modeling of large-scale geological carbon storageTang, Hewei / Kong, Qingkai / Morris, Joseph P. et al. | 2023
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Tropical cyclone-driven rainfall in the northeast Indian Ocean and adjoining land regions during the period 2000–2020Krishnaja, P.B. / Akhila, R.S. / Kuttippurath, J. / Sunanda, N. et al. | 2024
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A deep learning interpretable model for river dissolved oxygen multi-step and interval prediction based on multi-source data fusionWang, Zhaocai / Wang, Qingyu / Liu, Zhixiang / Wu, Tunhua et al. | 2023
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Editorial Board| 2024
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Generative deep learning for probabilistic streamflow forecasting: Conditional variational auto-encoderJahangir, Mohammad Sina / Quilty, John et al. | 2023
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A model to quantify permeability in solute mixing precipitation porous mediaGuo, Chenyao / Wu, Jingwei / Zhao, Qiang / Li, Hang / Yang, Haoyu / Wu, Zhe / Qin, Shuai et al. | 2023
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