A review on the applications of machine learning for runoff modeling
B Mohammadi - Sustainable Water Resources Management, 2021 - Springer
The growing menace of global warming and restrictions on access to water in each region is
a huge threat to global hydrological sustainability. Hence, the perspective at which …
a huge threat to global hydrological sustainability. Hence, the perspective at which …
Coupling RBF neural network with ensemble learning techniques for landslide susceptibility mapping
Using multiple ensemble learning techniques for improving the predictive accuracy of
landslide models is an active research area. In this study, we combined a radial basis …
landslide models is an active research area. In this study, we combined a radial basis …
New double decomposition deep learning methods for river water level forecasting
Forecasting river water levels or streamflow water levels (SWL) is vital to optimising the
practical and sustainable use of available water resources. We propose a new deep …
practical and sustainable use of available water resources. We propose a new deep …
Developing novel robust models to improve the accuracy of daily streamflow modeling
B Mohammadi, F Ahmadi, S Mehdizadeh… - Water Resources …, 2020 - Springer
Streamflow plays a major role in the optimal management and allocation of available water
resources in each region. Reliable techniques are therefore needed to be developed for …
resources in each region. Reliable techniques are therefore needed to be developed for …
Assessing the simulation of streamflow with the LSTM model across the continental United States using the MOPEX dataset
This study aims to assess the spatiotemporal performance of Machine Learning-based
techniques for simulating streamflow on a continental scale using Long-Sort Term Memory …
techniques for simulating streamflow on a continental scale using Long-Sort Term Memory …
Long short term memory (LSTM) recurrent neural network (RNN) for discharge level prediction and forecast in Cimandiri river, Indonesia
Y Sudriani, I Ridwansyah… - IOP Conference series …, 2019 - iopscience.iop.org
Cimandiri watershed in Sukabumi prefecture of West Java, Indonesia, has been used for
profitable activities such as power plant, rafting tourism, drinking water, and municipal …
profitable activities such as power plant, rafting tourism, drinking water, and municipal …
COVID-19 prediction analysis using artificial intelligence procedures and GIS spatial analyst: a case study for Iraq
The prediction of diseases caused by viral infections is a complex medical task where many
real data that consists of different variables must be employed. As known, COVID-19 is the …
real data that consists of different variables must be employed. As known, COVID-19 is the …
Rainfall-runoff modeling for the Hoshangabad Basin of Narmada River using artificial neural network
Accurate modeling of the rainfall-runoff process is still a challenging job despite the
availability of various modeling methods, such as data-driven or knowledge-driven …
availability of various modeling methods, such as data-driven or knowledge-driven …
A novel empirical correlation for waterflooding performance prediction in stratified reservoirs using artificial intelligence
S Kalam, SA Abu-Khamsin, HY Al-Yousef… - Neural Computing and …, 2021 - Springer
Water has been used as an injected fluid for decades to improve oil recovery, commonly
known as waterflooding. Simulating this process is very expensive, especially for the post …
known as waterflooding. Simulating this process is very expensive, especially for the post …
Inflow forecast of iranamadu reservoir, Sri Lanka, under projected climate scenarios using artificial neural networks
C Karunanayake, MB Gunathilake… - … Intelligence and Soft …, 2020 - Wiley Online Library
Prediction of water resources for future years takes much attention from the water resources
planners and relevant authorities. However, traditional computational models like hydrologic …
planners and relevant authorities. However, traditional computational models like hydrologic …