Cargando…

Multivariate Streamflow Simulation Using Hybrid Deep Learning Models

Reliable and accurate streamflow simulation has a vital role in water resource development, mainly in agriculture, environment, domestic water supply, hydropower generation, flood control, and early warning systems. In this context, these days, deep learning algorithms have got enormous attention du...

Descripción completa

Detalles Bibliográficos
Autores principales:	Wegayehu, Eyob Betru, Muluneh, Fiseha Behulu
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Hindawi 2021
Materias:	Research Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8566070/ https://www.ncbi.nlm.nih.gov/pubmed/34745247 http://dx.doi.org/10.1155/2021/5172658

Ejemplares similares

Super ensemble based streamflow simulation using multi-source remote sensing and ground gauged rainfall data fusion
por: Wegayehu, Eyob Betru, et al.
Publicado: (2023)

Predicting streamflow in Peninsular Malaysia using support vector machine and deep learning algorithms
por: Essam, Yusuf, et al.
Publicado: (2022)

The impact of lake and reservoir parameterization on global streamflow simulation
por: Zajac, Zuzanna, et al.
Publicado: (2017)

Simulating the sensitivity of evapotranspiration and streamflow to large-scale groundwater depletion
por: Condon, Laura E., et al.
Publicado: (2019)

Short-term streamflow modeling using data-intelligence evolutionary machine learning models
por: Martinho, Alfeu D., et al.
Publicado: (2023)

Streamflow classification by employing various machine learning models for peninsular Malaysia
por: AlDahoul, Nouar, et al.
Publicado: (2023)

The sensitivity of simulated streamflow to individual hydrologic processes across North America
por: Mai, Juliane, et al.
Publicado: (2022)

Prediction of Yangtze River streamflow based on deep learning neural network with El Niño–Southern Oscillation
por: Ha, Si, et al.
Publicado: (2021)

Beyond Streamflow: Call for a National Data Repository of Streamflow Presence for Streams and Rivers in the United States
por: Jaeger, Kristin L., et al.
Publicado: (2021)

Detecting Streamflow in Dryland Rivers Using CubeSats
por: Wang, Zhaocheng, et al.
Publicado: (2022)

Fuzzy clustering and distributed model for streamflow estimation in ungauged watersheds
por: Mosavi, Amirhosein, et al.
Publicado: (2021)

Restructuring and serving web-accessible streamflow data from the NOAA National Water Model historic simulations
por: Johnson, J. Michael, et al.
Publicado: (2023)

Short-term forecasts of streamflow in the UK based on a novel hybrid artificial intelligence algorithm
por: Di Nunno, Fabio, et al.
Publicado: (2023)

A global streamflow reanalysis for 1980–2018
por: Alfieri, Lorenzo, et al.
Publicado: (2020)

Streamflow Impacts of Biofuel Policy-Driven Landscape Change
por: Khanal, Sami, et al.
Publicado: (2014)

Probabilistic Description of Streamflow and Active Length Regimes in Rivers
por: Durighetto, Nicola, et al.
Publicado: (2022)

A hybrid self-attention deep learning framework for multivariate sleep stage classification
por: Yuan, Ye, et al.
Publicado: (2019)

Shaping Streamflow Using a Real-Time Stormwater Control Network
por: Mullapudi, Abhiram, et al.
Publicado: (2018)

Streamflow characteristics of Sangu-Matamuhuri watershed in the southeastern part of Bangladesh
por: Rudra, Ajit Kumar, et al.
Publicado: (2023)

Streamflow Prediction in Highly Regulated, Transboundary Watersheds Using Multi‐Basin Modeling and Remote Sensing Imagery
por: Du, Tien L. T., et al.
Publicado: (2022)

A high-resolution streamflow and hydrological metrics dataset for ecological modeling using a regression model
por: Irving, Katie, et al.
Publicado: (2018)

Impacts of climate and land use/cover changes on streamflow at Kibungo sub-catchment, Tanzania
por: Mfwango, Lusajo Henry, et al.
Publicado: (2022)

Addressing rainfall data selection uncertainty using connections between rainfall and streamflow
por: Levy, Morgan C., et al.
Publicado: (2017)

Seasonal Patterns of Gastrointestinal Illness and Streamflow along the Ohio River
por: Jagai, Jyotsna S., et al.
Publicado: (2012)

Contribution of human and climate change impacts to changes in streamflow of Canada
por: Tan, Xuezhi, et al.
Publicado: (2015)

Systematic change in global patterns of streamflow following volcanic eruptions
por: Iles, Carley E., et al.
Publicado: (2015)

Influence of Climate Variability and Reservoir Operation on Streamflow in the Yangtze River
por: Chai, Yuanfang, et al.
Publicado: (2019)

Application of Entropy Spectral Method for Streamflow Forecasting in Northwest China
por: Zhang, Gengxi, et al.
Publicado: (2019)

An Affordable Streamflow Measurement Technique Based on Delay and Sum Beamforming
por: Passarella, Giuseppe, et al.
Publicado: (2022)

Testing the potential of streamflow data to predict spring migration of an ungulate herds
por: Alexander, Jason S., et al.
Publicado: (2022)

Enhancing daily streamflow simulation using the coupled SWAT-BiLSTM approach for climate change impact assessment in Hai-River Basin
por: Zhang, Xianqi, et al.
Publicado: (2023)

Calibration of the Global Flood Awareness System (GloFAS) using daily streamflow data
por: Hirpa, Feyera A., et al.
Publicado: (2018)

Response of streamflow and nutrient loads in a small temperate catchment subject to land use change
por: Ayele, Gebiaw T., et al.
Publicado: (2023)

Temporal Variation of Streamflow, Sediment Load and Their Relationship in the Yellow River Basin, China
por: Zhao, Guangju, et al.
Publicado: (2014)

Streamflow contributions from tribal lands to major river basins of the United States
por: Blasch, Kyle, et al.
Publicado: (2018)

Variation of Natural Streamflow since 1470 in the Middle Yellow River, China
por: Miao, Chi-Yuan, et al.
Publicado: (2009)

Role of Pacific SSTs in improving reconstructed streamflow over the coterminous US
por: Mukhopadhyay, Sudarshana, et al.
Publicado: (2018)

Classifying Streamflow Duration: The Scientific Basis and an Operational Framework for Method Development
por: Fritz, Ken M., et al.
Publicado: (2020)

Analysis of Streamflow Complexity Based on Entropies in the Weihe River Basin, China
por: Ma, Weijie, et al.
Publicado: (2019)

Streamflow variations across the Andes (18°–55°S) during the instrumental era
por: Masiokas, M. H., et al.
Publicado: (2019)

Cannot write session to /tmp/vufind_sessions/sess_bp9q559ctq0emuim1qssetkllj