Prof. Dr. Muhammad Shoaib
https://profiles.bzu.edu.pk/muhammadshoaib
Qualification:
PhD Civil Engineering
Research Interests:
Artificial Intelligence and Machine Learning Applications in Water Resources Engineering, Hydrological & Hydraulic Modelling, Agricultural Water Management
Email Address:
Other Information:
Chairman, Agricultural Engineering Department, FAS&T, BZU, Mutan
CV/Resume:
Research Papers
| 2025 | Artificial-Intelligence-Based Investigation on Land Use and Land Cover LULC Changes in Response to Population Growth in South Punjab, Pakistan. (Journal) Tanwee Abbas, Muhammad Shoaib, Raffaele Albano, Muhammad Azhar Inam Baig, Irfan Ali, Hafiz Umar Farid, Muhammad Usman Ali |
Journal: Land, Publisher: MDPI, Vol.: 14, Issue: 1 Pages: , |
| 2024 | A Comprehensive Review of the Impacts of Climate Change on Agriculture in Thailand (Journal) Waqas, M., Naseem, A., Humphries, U. W., Hlaing, P. T., Shoaib, M., Hashim, S. |
Journal: Farming System, Publisher: Elsevier, Vol.: 3, Issue: 1 Pages: , |
| 2024 | GIS-Based Analytical Hierarchy Process for Identifying Groundwater Potential Zones in Punjab, Pakistan (Journal) Naeem, Maira, Hafiz Umar Farid, Muhammad Arbaz Madni, Raffaele Albano, Muhammad Azhar Inam, Muhammad Shoaib, Muhammad Shoaib, Tehmena Rashid, Aqsa Dilshad, and Akhlaq Ahmad |
Journal: ISPRS International Journal of Geo-Information, Publisher: MDPI, Vol.: 13, Issue: 9 Pages: 317, |
| 2023 | Development of methods for the simplification of complex group built casual loop diagram: A case study of Rechna Doab (Journal Paper) Asif, Muhammad, Azhar Inam, Jan Adamowski, Muhammad Shoaib, Hisham Tariq, Shakil Ahmad, Mohammad Reza Alizadeh, Aftab Nazeer |
Journal: Ecological Modelling, Publisher: Elsevier , Vol.: 476 , Issue: |
| 2023 | Intercomparison and Assessment of Stand-Alone and Wavelet-Coupled Machine Learning Models for Simulating Rainfall-Runoff Process in Four Basins of Pothohar Region, Pakistan (Journal Paper) Khan, Muhammad Tariq, Muhammad Shoaib, Raffaele Albano, Muhammad Azhar Inam, Hamza Salahudin, Muhammad Hammad, Shakil Ahmad, Muhammad Usman Ali, Sarfraz Hashim, and Muhammad Kaleem Ullah |
Journal: Atmosphere, Publisher: MDPI, Vol.: 3 , Issue: 14 Pages: 452 , |
| 2023 | Composting Processes for Agricultural Waste Management: A Comprehensive Review (Journal Paper) Waqas, Muhammad, Sarfraz Hashim, Usa Wannasingha Humphries, Shakeel Ahmad, Rabeea Noor, Muhammad Shoaib, Adila Naseem, Phyo Thandar Hlaing, and Hnin Aye Lin. |
Journal: Processes, Publisher: MDPI , Vol.: 3 , Issue: 11 Pages: 731 , |
| 2023 | Using Ensembles of Machine Learning Techniques to Predict Reference Evapotranspiration (ET0) Using Limited Meteorological Data (Journal Paper) Salahudin, Hamza, Muhammad Shoaib, Raffaele Albano, Muhammad Azhar Inam Baig, Muhammad Hammad, Ali Raza, Alamgir Akhtar, and Muhammad Usman Ali |
Journal: Hydrology, Publisher: MDPI , Vol.: 8 , Issue: 10 Pages: 169 , |
| 2023 | Use of AI for Disaster Risk Reduction in Agriculture (Book Chapter) Muhammad Hammad, Muhammad Shoaib, M. Hamza Salahudin, M. Azhar Inam Baig, M. Usman Ali |
Journal: Disaster Risk Reduction in Agriculture, Publisher: Springer Nature Singapore, Pages: 461-488 , |
| 2022 | Hydroclimatology of the Chitral River in the Indus Basin under Changing Climate (Journal Paper) Zain Syed Zain Syed , Shakil Ahmad, Zakir Hussain Dahri ,Muhammad Azmat ,Muhammad Shoaib , Azhar Inam, Muhammad Uzair Qamar, Syed Zia Hussain, Sarfraz Ahmad |
Journal: Atmosphere, Publisher: MDPI , Vol.: 13, Issue: 2 Pages: 295 , |
| 2022 | A methodological framework for modeling sustainability visions: A case study of groundwater management in Faizpur distributary, Pakistan (Journal Paper) R Noor , Azhar Inam , S Mishal Zahra , Shoaib, Rameen Riaz , Aneela S , M Asif , Shakil A |
Journal: Agricultural Water Management, Publisher: Elsevier, Vol.: 271, Issue: Pages: , |
| 2022 | Runoff Estimation Using Advanced Soft Computing Techniques: A Case Study of Mangla Watershed Pakistan (Journal Paper) UW Humphries, R Ali, M Waqas, M Shoaib, P Varnakovida, M Faheem, PT Hlaing, HA Lin... |
Journal: Water, Publisher: MDPI , Vol.: 14, Issue: 20 Pages: 3286 , |
| 2021 | Sowing uniformity of bed-type pneumatic maize planter at various seedbed preparation levels and machine travel speeds (Journal Paper) Fiaz Ahmad, Muhammad Adeel, Baijing Qui, Jing Ma, Muhammad Shoaib, Amir Shakoor, Farman Ali Chandio |
Journal: International Journal of Agricultural and Biological Engineering, Publisher: IJABE Editing and Publishing Office , Vol.: 14, Issue: 1 Pages: 165–171 , |
| 2021 | Performance evaluation of participatory irrigation management as an alternative to a state-managed irrigation system (Journal Paper) Sabir Hussain, Mudasser Muneer Khan, Muhammad Shoaib, Ali Raza, Syyed Adnan Raheel Shah, Tanveer Ahmed Khan, Sher Khan |
Journal: Irrigation and Drainage, Publisher: Wiley , Vol.: 70, Issue: 1 Pages: 150-168 , |
| 2021 | Spatio‐temporal evaluation of gridded precipitation products for the high‐altitude Indus basin (Journal Paper) Zakir Hussain Dahri, Fulco Ludwig, Eddy Moors, Shakil Ahmad, Bashir Ahmad, Muhammad Shoaib, Irfan Ali, Muhammad Shahid Iqbal, Muhammad Saleem Pomee, Abdul Ghafoor Mangrio, Muhammad Munir Ahmad, Pavel Kabat |
Journal: International Journal of Climatology, Publisher: Royal Meteorological Society , Vol.: 41, Issue: 8 Pages: 4283-4306 , |
| 2021 | Rainfall forecasting in upper Indus basin using various artificial intelligence techniques. (Journal Paper) Muhammad Hammad, Muhammad Shoaib, Hamza Salahudin, Muhammad Azhar Inam Baig, Mudasser Muneer Khan, Muhammad Kaleem Ullah |
Journal: Stochastic environmental research and risk assessment, Publisher: Springer , Vol.: 35, Issue: Pages: 2213–2235 , |
| 2021 | Comparative Study of Powerful Predictive Modeling Techniques For Modeling Monthly Reference Evapotranspiration In Various Climatic Regions (Journal Paper) Ali Raza, Muhammad Shoaib, Muhammad Azhar Inam Baig, Shakil Ahmad, Mudasser M. Khan, Muhammad Kaleem Ullah, Sarfraz Hashim |
Journal: Fresenius Environ. Bull , Publisher: FEB , Vol.: 06B , Issue: 30 Pages: 7490-7513 , |
| 2021 | Assessment of advanced artificial intelligence techniques for streamflow forecasting in Jhelum River Basin (Journal Paper) Muhammad Waqas, Muhammad Shoaib , Muhammad Saifullah , Adila Naseem , Sarfraz Hashim , Farrukh Ehsan, Irfan Ali,Alamgir Khan |
Journal: Pakistan Journal of Agricultural Research, Publisher: ResearchersLinks, Vol.: 34, Issue: 3 Pages: 580-598 , |
| 2021 | Performance Evaluation of Soft Computing Approaches for Forecasting COVID-19 Pandemic Cases (Journal Paper) Muhammad Shoaib, Hamza Salahudin, Muhammad Hammad, Shakil Ahmad, Alamgir Akhtar Khan, Mudasser Muneer Khan, Muhammad Azhar Inam Baig, Fiaz Ahmad, Muhammad Kaleem Ullah |
Journal: SN Computer Science, Publisher: Springer Nature, Vol.: 2, Issue: Pages: 1-13 , |
| 2021 | A Systematic Review on Estimation of Reference Evapotranspiration under Prisma Guidelines (Journal Paper) Ali Raza, Yongguang Hu, Muhammad Shoaib ,Manar K. Abd Elnabi , Muhammad Zubair , Muhammad Nauman , Neyha Rubab Syed |
Journal: Polish Journal of Environmental Studies, Publisher: HARD, Vol.: 30, Issue: Pages: 5413-5422, |
| 2021 | Application of Machine Learning Techniques in Rainfall–Runoff Modelling of the Soan River Basin, Pakistan (Journal Paper) Muhammad Tariq Khan ,Muhammad Shoaib ,Muhammad Hammad, Hamza Salahudin ,Fiaz Ahmad, Shakil Ahmad |
Journal: Water, Publisher: MDPI , Vol.: 13, Issue: 24 Pages: 3528 , |
| 2020 | Quantitative Contribution of Climate Change and Land use Change to Runoff in Tarbella Catchment, Pakistan (Journal Paper) Rana Shahram Shaukat, Mudasser Muneer Khan, Muhammad Shahid , Muhammad Shoaib, Tanveer Ahmad Khan , Muhammad Asif Aslam |
Journal: Polish Journal of Environmental Studies, Publisher: HARD, Vol.: 29, Issue: 5 Pages: 3295–3304 , |
| 2020 | Application of non-conventional Soft computing approaches for estimation of reference evapotranspiration in various climatic regions (Journal Paper) Ali Raza, Muhammad Shoaib, Afzaal Khan, Faisal Baig, Muhammad Abrar Faiz, Mudasser Muneer Khan |
Journal: Theoretical and Applied Climatology, Publisher: Springer , Vol.: 139, Issue: 3 Pages: 1459–1477 , |
| 2020 | Comparative Assessment of Reference Evapotranspiration Estimation Using Conventional Method and Machine Learning Algorithms in Four Climatic Regions (Journal Paper) Ali Raza, Muhammad Shoaib, Afzaal Khan, Faisal Baig, Muhammad Abrar Faiz, Mudasser Muneer Khan |
Journal: Pure and Applied Geophysics , Publisher: Springer , Vol.: 177, Issue: Pages: 4479-4508, |
| 2020 | Discrete element method simulation of disc type furrow openers in py soil (Journal Paper) Fiaz Ahmad, Baijing Qiu, Qishuo Ding, Weimin Ding, Zahid Mehmood Khan, Muhammad Shoaib, Farman Ali Chandio, Abdur Rahim, Abdul Khaliq |
Journal: International Journal of Agricultural and Biological Engineering, Publisher: IJABE Editing and Publishing Office , Vol.: 13, Issue: 4 Pages: 103-110 , |
| 2019 | Input Selection of Wavelet-Coupled Neural Network Models for Rainfall-Runoff Modelling (Journal Paper) Muhammad Shoaib, Asaad Y. Shamseldin, Sher Khan, Muhammad Sultan, Fiaz Ahmad, Tahir Sultan, Zakir Hussain Dahri, Irfan Ali |
Journal: Water Resources Management, Publisher: Springer , Vol.: 33, Issue: Pages: 955-973, |
| 2019 | Dynamics of Water Quality: Impact Assessment Process for Water Resource Management (Journal Paper) Ejaz-ul-Hassan Bhat, Mudasser Muneer Khan, Syyed Adnan Raheel Shah, Syed Safdar Raza, Muhammad Shoaib, Muhammad Adnan |
Journal: Processes, Publisher: MDPI , Vol.: 7, Issue: 2 |
| 2019 | Experimental Evaluation of a Diesel Engine for Combustion, Performance and Exhaust Emissions with Fuel Blends Derived from a Mixture of Fish Waste Oil and Waste Cooking Oil Biodiesel (Journal Paper) Muhammad Waqar Ghaos Qureshi , Zahid Mehmood Khan, Mazhar Hussain , Fiaz Ahmed , Muhammad Shoaib, Muhammad Qasim |
Journal: Polish Journal of Environmental Studies, Publisher: HARD, Vol.: 28, Issue: 4 Pages: 2793–2803 , |
| 2019 | Multi-index drought characteristics in Songhua River basin, Northeast China (Journal Paper) Muhammad Abrar Faiz, Dong Liu, Qiang Fu, Faisal Baig, Adnan Ahmad Tahir, Mo Li, Muhammad Imran Khan, Muhammad Shoaib, Tianxiao Li, Song Cui |
Journal: Climate Research, Publisher: Inter-Research Science Publisher , Vol.: 78, Issue: 1 Pages: 1-19 , |
| 2019 | Hydraulic investigation of the impact of retrofitting floating treatment wetlands in retention ponds (Journal Paper) Sher Khan, Muhammad Shoaib, Mudasser Muneer Khan, Bruce W. Melville, Asaad Y. Shamseldin |
Journal: Water Science and Technology, Publisher: IWA , Vol.: 80, Issue: 8 Pages: 1476–1484 , |
| 2018 | A wavelet based approach for combining the outputs of different rainfall–runoff models (Journal Paper) Muhammad Shoaib, Asaad Y. Shamseldin, Sher Khan, Mudasser M. Khan, Zahid Mahmood Khan, Bruce W.Melville |
Journal: Stochastic environmental research and risk assessment, Publisher: Springer , Vol.: 32, Issue: Pages: 155-168 , |
| 2018 | Design and Performance Evaluation of an Indigenously Developed Small-Scale Fish-Oil Extraction Unit; a Solution for Improving Fish Farm Environments (Journal Paper) Muhammad Waqar Ghous Qureshi, Zahid Mahmood-Khan, Fiaz Ahmad, Muhammad Shoaib, Hafiz Umar Farid, Alamgir Akhtar Khan, Jehangir Khan Sial |
Journal: Polish Journal of Environmental Studies, Publisher: HARD, Vol.: 27, Issue: 6 Pages: 2711-2718 , |
| 2017 | Effect of baffles on the hydraulic performance of sediment retention ponds (Journal Paper) Sher Khan, Bruce W. Melville, Mudasser Muneer Khan, Muhammad Shoaib, Asaad Shamseldin |
Journal: Water Science and Technology, Publisher: IWA , Vol.: 75, Issue: 9 Pages: 1991–1996 , |
| 2017 | Performance Evaluation of Trickling Filter-Based Wastewater Treatment System Utilizing Cotton Sticks as Filter Media (Journal Paper) Mian M. Ahson Aslam, Zahid M. Khan, Muhammad Sultan, Yasir Niaz, Muhammad H. Mahmood, Muhammad Shoaib, Aamir Shakoor, Maqbool Ahmad |
Journal: Polish Journal of Environmental Studies, Publisher: HARD, Vol.: 26, Issue: 5 Pages: 1955–1962 , |
| 2017 | A Comparative Study of Various Hybrid Wavelet Feedforward Neural Network Models for Runoff Forecasting (Journal Paper) Muhammad Shoaib, Asaad Y. Shamseldin, Sher Khan, Mudasser Muneer Khan, Zahid Mahmood Khan, Tahir Sultan, Bruce W. Melville |
Journal: Water Resources Management, Publisher: Springer , Vol.: 32, Issue: Pages: 83-103 , |
| 2016 | Hybrid Wavelet Neuro-Fuzzy Approach for Rainfall-Runoff Modeling (Journal Paper) Muhammad Shoaib, Asaad Y. Shamseldin, Bruce W.Melville, Mudasser M. Khan |
Journal: Journal of Computing in Civil Engineering, Publisher: American Society of Civil Engineers , Vol.: 30, Issue: 1 |
| 2016 | A comparison between wavelet based static and dynamic neural network approaches for runoff prediction (Journal Paper) Muhammad Shoaib, Asaad Y. Shamseldin, Bruce W.Melville, Mudasser M. Khan |
Journal: Journal of Hydrology, Publisher: Elsevier , Vol.: 535, Issue: Pages: 211-226 , |
| 2016 | Flood estimation in ungauged catchments: application of artificial intelligence based methods for Eastern Australia (Journal Paper) Kashif Aziz, M. M. Haque, Ataur Rahman, Muhammad Shoaib |
Journal: Stochastic environmental research and risk assessment, Publisher: Springer , Vol.: 31, Issue: Pages: 1499-1514, |
| 2016 | Hybrid wavelet neural network approach (Book Chapter) Muhammad Shoaib, Asaad Y. Shamseldin, Bruce W.Melville, Mudasser M. Khan |
Journal: In Shanmuganathan, S., Samarasinghe, S. eds Artificial Neural Network Modelling. Studies in Computational Intelligence, Publisher: Springer , Vol.: 628, Issue: Pages: 127-143 , |
| 2015 | Runoff Forecasting using Hybrid Wavelet Gene Expression Programming (WGEP) Approach (Journal Paper) Mudasser Muneer Khan, Asaad Y Shamseldin, Bruce W Melville, Muhammad Shoaib |
Journal: Journal of Hydrology, Publisher: Elsevier, Vol.: 527, Issue: Pages: 326-344, |
| 2015 | Stratification of NWP Forecasts for Medium-Range Ensemble Streamflow Forecasting (Journal Paper) Mudasser Muneer Khan, Asaad Y. Shamseldin, Bruce W. Melville, Muhammad Shoaib, |
Journal: Journal of Hydrologic Engineering, Publisher: American Society of Civil Engineers , Vol.: 20, Issue: 7 |
| 2014 | Comparative study of different wavelet based neural network models for rainfall–runoff modeling (Journal Paper) Muhammad Shoaib, Asaad Y Shamseldin, Bruce W Melville |
Journal: Journal of Hydrology, Publisher: Elsevier , Vol.: 515 , Issue: Pages: 47-58 , |
| 2013 | Regional flood estimation in Australia: Application of gene expression programming and artificial neural network techniques (Conference / Worksho) Kashif Aziz, Ataur Rahman, Muhammad Shoaib |
Journal: In Proceedings of the 20th international congress on modelling and simulation, Adelaide, Australia, Pages: 1-6, |
| 2013 | Co-Active Neuro Fuzzy Inference System for Regional Flood Estimation in Australia (Journal Paper) Kashif Aziz, Ataur Rahman, Muhammad Shoaib |
Journal: Journal of Hydrology and Environment Research, Publisher: EnviroWater, Sydney, Vol.: 1 , Issue: 1 Pages: 11-20 , |
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