标题
River water temperature forecasting using a deep learning method
作者
关键词
Water temperature forecasting, Deep learning, Long short-term memory neural network, Three Gorges Reservoir, The Yangtze River
出版物
JOURNAL OF HYDROLOGY
Volume 595, Issue -, Pages 126016
出版商
Elsevier BV
发表日期
2021-01-29
DOI
10.1016/j.jhydrol.2021.126016
参考文献
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注意：仅列出部分参考文献，下载原文获取全部文献信息。- Modelling of daily lake surface water temperature from air temperature: Extremely randomized trees (ERT) versus Air2Water, MARS, M5Tree, RF and MLPNN
- (2020) Salim Heddam et al. JOURNAL OF HYDROLOGY
- High-resolution global water temperature modelling
- (2019) Niko Wanders et al. WATER RESOURCES RESEARCH
- Two hybrid data-driven models for modeling water-air temperature relationship in rivers
- (2019) Senlin Zhu et al. ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH
- Simple modifications of the nonlinear regression stream temperature model for daily data
- (2019) Adam P. Piotrowski et al. JOURNAL OF HYDROLOGY
- Assessing the performance of a suite of machine learning models for daily river water temperature prediction
- (2019) Senlin Zhu et al. PeerJ
- Forecasting river water temperature time series using a wavelet–neural network hybrid modelling approach
- (2019) Renata Graf et al. JOURNAL OF HYDROLOGY
- Short and mid-term sea surface temperature prediction using time-series satellite data and LSTM-AdaBoost combination approach
- (2019) Changjiang Xiao et al. REMOTE SENSING OF ENVIRONMENT
- Application of hybrid artificial intelligence model to predict coal strength alteration during CO2 geological sequestration in coal seams
- (2019) Hao Yan et al. SCIENCE OF THE TOTAL ENVIRONMENT
- Quantifying the impacts of the Three Gorges Reservoir on water temperature in the middle reach of the Yangtze River
- (2019) Yuwei Tao et al. JOURNAL OF HYDROLOGY
- Quantifying the impact of the Three Gorges Dam on the thermal dynamics of the Yangtze River
- (2018) Huayang Cai et al. Environmental Research Letters
- Impacts of large dams on the complexity of suspended sediment dynamics in the Yangtze River
- (2018) Yuankun Wang et al. JOURNAL OF HYDROLOGY
- Developing a Long Short-Term Memory (LSTM) based model for predicting water table depth in agricultural areas
- (2018) Jianfeng Zhang et al. JOURNAL OF HYDROLOGY
- Performance of the air2stream model that relates air and stream water temperatures depends on the calibration method
- (2018) Adam P. Piotrowski et al. JOURNAL OF HYDROLOGY
- A spatio-temporal statistical model of maximum daily river temperatures to inform the management of Scotland's Atlantic salmon rivers under climate change
- (2018) Faye L. Jackson et al. SCIENCE OF THE TOTAL ENVIRONMENT
- Assessing climate change impacts on stream temperature in the Athabasca River Basin using SWAT equilibrium temperature model and its potential impacts on stream ecosystem
- (2018) Xinzhong Du et al. SCIENCE OF THE TOTAL ENVIRONMENT
- A trans-disciplinary review of deep learning research and its relevance for water resources scientists
- (2018) Chaopeng Shen WATER RESOURCES RESEARCH
- Quantifying hourly suspended sediment load using data mining models: Case study of a glacierized Andean catchment in Chile
- (2018) Khabat Khosravi et al. JOURNAL OF HYDROLOGY
- Joint Dependence Between River Water Temperature, Air Temperature, and Discharge in the Yangtze River: The Role of the Three Gorges Dam
- (2018) Zhiyong Liu et al. JOURNAL OF GEOPHYSICAL RESEARCH-ATMOSPHERES
- Estimation of daily stream water temperatures with a Bayesian regression approach
- (2017) Mohammad M. Sohrabi et al. HYDROLOGICAL PROCESSES
- The relative importance of water temperature and residence time in predicting cyanobacteria abundance in regulated rivers
- (2017) YoonKyung Cha et al. WATER RESEARCH
- Assessment of the flow regime alterations in the middle reach of the Yangtze River associated with dam construction: potential ecological implications
- (2016) Yuankun Wang et al. HYDROLOGICAL PROCESSES
- Using spatially explicit indicators to investigate watershed characteristics and stream temperature relationships
- (2016) Zbigniew J. Grabowski et al. SCIENCE OF THE TOTAL ENVIRONMENT
- Reflections on the Three Gorges Project since Its Operation
- (2016) Shouren Zheng Engineering
- A hybrid model for river water temperature as a function of air temperature and discharge
- (2015) Marco Toffolon et al. Environmental Research Letters
- Comparing various artificial neural network types for water temperature prediction in rivers
- (2015) Adam P. Piotrowski et al. JOURNAL OF HYDROLOGY
- Optimal design of seasonal flood limited water levels and its application for the Three Gorges Reservoir
- (2015) Pan Liu et al. JOURNAL OF HYDROLOGY
- Human and climate impacts on the 21st century hydrological drought
- (2015) N. Wanders et al. JOURNAL OF HYDROLOGY
- Hydrologic and Water Quality Models: Performance Measures and Evaluation Criteria
- (2015) Transactions of the ASABE
- Developing and testing temperature models for regulated systems: A case study on the Upper Delaware River
- (2014) Jeffrey C. Cole et al. JOURNAL OF HYDROLOGY
- A regional neural network ensemble for predicting mean daily river water temperature
- (2014) Jefferson Tyrell DeWeber et al. JOURNAL OF HYDROLOGY
- Implementation of Artificial Neural Networks in Modeling the Water-Air Temperature Relationship of the River Drava
- (2014) Marijana Hadzima-Nyarko et al. WATER RESOURCES MANAGEMENT
- The spatiotemporal distribution of dissolved inorganic and organic carbon in the main stem of the Changjiang (Yangtze) River and the effect of the Three Gorges Reservoir
- (2014) Longjun Zhang et al. Journal of Geophysical Research-Biogeosciences
- Global river discharge and water temperature under climate change
- (2013) Michelle T.H. van Vliet et al. GLOBAL ENVIRONMENTAL CHANGE-HUMAN AND POLICY DIMENSIONS
- River evaporation and corresponding heat fluxes in forested catchments
- (2013) Audrey Maheu et al. HYDROLOGICAL PROCESSES
- Quantifying the importance of daily stream water temperature fluctuations on the hyporheic thermal regime: Implication for dissolved oxygen dynamics
- (2013) Alessandra Marzadri et al. JOURNAL OF HYDROLOGY
- Effects of climate change on stream temperature, dissolved oxygen, and sediment concentration in the Sierra Nevada in California
- (2013) Darren L. Ficklin et al. WATER RESOURCES RESEARCH
- Climate change effects on stream and river temperatures across the northwest U.S. from 1980–2009 and implications for salmonid fishes
- (2011) D. J. Isaak et al. CLIMATIC CHANGE
- Daily river water temperature forecast model with a k-nearest neighbour approach
- (2011) André St-Hilaire et al. HYDROLOGICAL PROCESSES
- Impacts of the Gezhouba and Three Gorges reservoirs on the sediment regime in the Yangtze River, China
- (2011) Qiongfang Li et al. JOURNAL OF HYDROLOGY
- Global river temperatures and sensitivity to atmospheric warming and changes in river flow
- (2011) M. T. H. van Vliet et al. WATER RESOURCES RESEARCH
- Rising stream and river temperatures in the United States
- (2010) Sujay S Kaushal et al. FRONTIERS IN ECOLOGY AND THE ENVIRONMENT
- Impact of the Gezhouba and Three Gorges Dams on habitat suitability of carps in the Yangtze River
- (2010) Yujun Yi et al. JOURNAL OF HYDROLOGY
- Thermal wave dynamics in rivers affected by hydropeaking
- (2010) Marco Toffolon et al. WATER RESOURCES RESEARCH
- Incorporating thermal regimes into environmental flows assessments: modifying dam operations to restore freshwater ecosystem integrity
- (2009) JULIAN D. OLDEN et al. FRESHWATER BIOLOGY
- Forecasting stream water temperature using regression analysis, artificial neural network, and chaotic non-linear dynamic models
- (2009) G.B. Sahoo et al. JOURNAL OF HYDROLOGY
- Conditional Variable Importance for Random Forests
- (2008) Carolin Strobl et al. BMC BIOINFORMATICS
- Trends in water quality and discharge confound long-term warming effects on river macroinvertebrates
- (2008) ISABELLE DURANCE et al. FRESHWATER BIOLOGY
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