Search Results - "Yaseen, Zaher Mundher"
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Streamflow prediction using an integrated methodology based on convolutional neural network and long short-term memory networks
Published in Scientific reports (01-09-2021)“…Streamflow ( Q flow ) prediction is one of the essential steps for the reliable and robust water resources planning and management. It is highly vital for…”
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Forecasting standardized precipitation index using data intelligence models: regional investigation of Bangladesh
Published in Scientific reports (09-02-2021)“…A noticeable increase in drought frequency and severity has been observed across the globe due to climate change, which attracted scientists in development of…”
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An improved adaptive neuro fuzzy inference system model using conjoined metaheuristic algorithms for electrical conductivity prediction
Published in Scientific reports (23-03-2022)“…Precise prediction of water quality parameters plays a significant role in making an early alert of water pollution and making better decisions for the…”
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Hourly River Flow Forecasting: Application of Emotional Neural Network Versus Multiple Machine Learning Paradigms
Published in Water resources management (01-02-2020)“…Monitoring hourly river flows is indispensable for flood forecasting and disaster risk management. The objective of the present study is to develop a suite of…”
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Input attributes optimization using the feasibility of genetic nature inspired algorithm: Application of river flow forecasting
Published in Scientific reports (13-03-2020)“…In nature, streamflow pattern is characterized with high non-linearity and non-stationarity. Developing an accurate forecasting model for a streamflow is…”
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Coupled online sequential extreme learning machine model with ant colony optimization algorithm for wheat yield prediction
Published in Scientific reports (31-03-2022)“…Inadequate agricultural planning compounded by inaccurate predictions results in an inflated local market rate and prompts higher importation of wheat. To…”
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Non-Linear Input Variable Selection Approach Integrated With Non-Tuned Data Intelligence Model for Streamflow Pattern Simulation
Published in IEEE access (2019)“…Streamflow modeling is considered as an essential component for water resources planning and management. There are numerous challenges related to streamflow…”
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Iran's Agriculture in the Anthropocene
Published in Earth's future (01-09-2020)“…The anthropogenic impacts of development and frequent droughts have limited Iran's water availability. This has major implications for Iran's agricultural…”
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Machine learning models development for shear strength prediction of reinforced concrete beam: a comparative study
Published in Scientific reports (31-01-2023)“…Fiber reinforced polymer (FPR) bars have been widely used as a substitutional material of steel reinforcement in reinforced concrete elements in corrosion…”
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Establishment of Dynamic Evolving Neural-Fuzzy Inference System Model for Natural Air Temperature Prediction
Published in Complexity (New York, N.Y.) (2022)“…Air temperature (AT) prediction can play a significant role in studies related to climate change, radiation and heat flux estimation, and weather forecasting…”
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11
Parrotfish: An overview of ecology, nutrition, and reproduction behaviour
Published in Journal of King Saud University. Science (01-10-2023)“…The temporal and geographical variety of population dynamics in coral reef fish profoundly affects environmental resources.Parrotfishes are a group of about 90…”
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Improving the Muskingum Flood Routing Method Using a Hybrid of Particle Swarm Optimization and Bat Algorithm
Published in Water (Basel) (01-06-2018)“…Flood prediction and control are among the major tools for decision makers and water resources planners to avoid flood disasters. The Muskingum model is one of…”
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An enhanced extreme learning machine model for river flow forecasting: State-of-the-art, practical applications in water resource engineering area and future research direction
Published in Journal of hydrology (Amsterdam) (01-02-2019)“…[Display omitted] •The paper presents a comprehensive review and application of ELM model.•The review comprises all the implementations of the hydrological…”
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Soil moisture simulation using hybrid artificial intelligent model: Hybridization of adaptive neuro fuzzy inference system with grey wolf optimizer algorithm
Published in Journal of hydrology (Amsterdam) (01-08-2019)“…•A newly developed hybrid intelligent model is proposed for soil moisture prediction.•The proposed model is validated against well-established machine learning…”
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Flood hazards and susceptibility detection for Ganga river, Bihar state, India: Employment of remote sensing and statistical approaches
Published in Results in engineering (01-03-2024)“…Climate change and flooding are related issues on the Earth's surface, while numerous lowland areas, especially delta regions, are mostly affected by flood…”
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Application of soft computing based hybrid models in hydrological variables modeling: a comprehensive review
Published in Theoretical and applied climatology (01-05-2017)“…Since the middle of the twentieth century, artificial intelligence (AI) models have been used widely in engineering and science problems. Water resource…”
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Efficiency evaluation of reverse osmosis desalination plant using hybridized multilayer perceptron with particle swarm optimization
Published in Environmental science and pollution research international (01-05-2020)“…The scarcity of freshwater causes the necessity for water delineation of brackish water. Reverse osmosis (RO) is one of the popular strategies characterized…”
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River water quality index prediction and uncertainty analysis: A comparative study of machine learning models
Published in Journal of environmental chemical engineering (01-02-2021)“…[Display omitted] •A new ensemble machine learning model is developed to predict the Water Quality Index (WQI).•Observed water quality variables in the Lam…”
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Artificial intelligence based models for stream-flow forecasting: 2000–2015
Published in Journal of hydrology (Amsterdam) (01-11-2015)“…•State-of-the-art for the application of AI in streamflow forecasting presented.•The authors defined each data-driven of AI and AI-complementary model.•An…”
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Groundwater availability and water demand sustainability over the upper mega aquifers of Arabian Peninsula and west region of Iraq
Published in Environment, development and sustainability (01-01-2021)“…The current research is devoted to highlight the past, present and future status of groundwater characteristics over the Arabian Peninsula (AP) and west region…”
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