Search Results - "Tikhamarine, Yazid"

A new intelligent method for monthly streamflow prediction: hybrid wavelet support vector regression based on grey wolf optimizer (WSVR–GWO) by Tikhamarine, Yazid, Souag-Gamane, Doudja, Kisi, Ozgur

“…Forecasting daily and monthly streamflows is necessary for short- and long-term water resources management, particularly in extreme cases, e.g., flood and…”
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Artificial intelligence models versus empirical equations for modeling monthly reference evapotranspiration by Tikhamarine, Yazid, Malik, Anurag, Souag-Gamane, Doudja, Kisi, Ozgur

“…Accurate estimation of reference evapotranspiration (ET o ) is profoundly crucial in crop modeling, sustainable management, hydrological water simulation, and…”
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Estimation of monthly reference evapotranspiration using novel hybrid machine learning approaches by Tikhamarine, Yazid, Malik, Anurag, Kumar, Anil, Souag-Gamane, Doudja, Kisi, Ozgur

“…In this research, five hybrid novel machine learning approaches, artificial neural network (ANN)-embedded grey wolf optimizer (ANN-GWO), multi-verse optimizer…”
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Support vector regression optimized by meta-heuristic algorithms for daily streamflow prediction by Malik, Anurag, Tikhamarine, Yazid, Souag-Gamane, Doudja, Kisi, Ozgur, Pham, Quoc Bao

“…Accurate and reliable prediction of streamflow is vital to the optimization of water resources management, reservoir flood operations, catchment, and urban…”
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Support vector regression integrated with novel meta-heuristic algorithms for meteorological drought prediction by Malik, Anurag, Tikhamarine, Yazid, Souag-Gamane, Doudja, Rai, Priya, Sammen, Saad Shauket, Kisi, Ozgur

“…Drought is a complex natural phenomenon, so, precise prediction of drought is an effective mitigation tool for measuring the negative consequences on…”
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Monthly evapotranspiration estimation using optimal climatic parameters: efficacy of hybrid support vector regression integrated with whale optimization algorithm by Tikhamarine, Yazid, Malik, Anurag, Pandey, Kusum, Sammen, Saad Shauket, Souag-Gamane, Doudja, Heddam, Salim, Kisi, Ozgur

“…For effective planning of irrigation scheduling, water budgeting, crop simulation, and water resources management, the accurate estimation of reference…”
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Bat algorithm optimised extreme learning machine (Bat‐ELM): A novel approach for daily river water temperature modelling by Heddam, Salim, Kim, Sungwon, Danandeh Mehr, Ali, Zounemat‐Kermani, Mohammad, Ptak, Mariusz, Elbeltagi, Ahmed, Malik, Anurag, Tikhamarine, Yazid

“…Here, the capability of the Bat algorithm optimised extreme learning machines ELM (Bat‐ELM) is demonstrated for river water temperature (Tw) modelling in the…”
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Enhanced Artificial Neural Network with Harris Hawks Optimization for Predicting Scour Depth Downstream of Ski-Jump Spillway by Sammen, Saad Sh, Ghorbani, Mohammad Ali, Malik, Anurag, Tikhamarine, Yazid, AmirRahmani, Mohammad, Al-Ansari, Nadhir, Chau, Kwok-Wing

“…A spillway is a structure used to regulate the discharge flowing from hydraulic structures such as a dam. It also helps to dissipate the excess energy of water…”
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Daily pan-evaporation estimation in different agro-climatic zones using novel hybrid support vector regression optimized by Salp swarm algorithm in conjunction with gamma test by Malik, Anurag, Tikhamarine, Yazid, Al-Ansari, Nadhir, Shahid, Shamsuddin, Sekhon, Harkanwaljot Singh, Pal, Raj Kumar, Rai, Priya, Pandey, Kusum, Singh, Padam, Elbeltagi, Ahmed, Sammen, Saad Shauket

“…Ensuring accurate estimation of evaporation is weighty for effective planning and judicious management of available water resources for agricultural practices…”
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Improving artificial intelligence models accuracy for monthly streamflow forecasting using grey Wolf optimization (GWO) algorithm by Tikhamarine, Yazid, Souag-Gamane, Doudja, Najah Ahmed, Ali, Kisi, Ozgur, El-Shafie, Ahmed

“…•Precise estimation of streamflow is required for events such as flood and drought.•Integrated AI with GWO outperform the standard AI methods.•SVR-GWO model…”
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Prediction of meteorological drought by using hybrid support vector regression optimized with HHO versus PSO algorithms by Malik, Anurag, Tikhamarine, Yazid, Sammen, Saad Shauket, Abba, Sani Isah, Shahid, Shamsuddin

“…Drought is considered one of the costliest natural disasters that result in water scarcity and crop damage almost every year. Drought monitoring and…”
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Rainfall-runoff modelling using improved machine learning methods: Harris hawks optimizer vs. particle swarm optimization by Tikhamarine, Yazid, Souag-Gamane, Doudja, Ahmed, Ali Najah, Sammen, Saad Sh, Kisi, Ozgur, Huang, Yuk Feng, El-Shafie, Ahmed

“…•Precise mapping to the rainfall-runoff (RR) relationship is required.•Integrated data-driven models with nature-inspired optimizers provide promising accuracy…”
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Predicting daily soil temperature at multiple depths using hybrid machine learning models for a semi-arid region in Punjab, India by Malik, Anurag, Tikhamarine, Yazid, Sihag, Parveen, Shahid, Shamsuddin, Jamei, Mehdi, Karbasi, Masoud

“…Prediction of soil temperature (ST) at multiple depths is important for maintaining the physical, chemical, and biological activities in soil for various…”
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