Prof. Dr. Engr. Muhammad Azhar Inam
https://profiles.bzu.edu.pk/muhammadazharinam
Qualification:
PhD Bioresource Engineering (Canada)
Research Interests:
System Dynamics Modelling, Participatory Socio-Economic Modelling, Hydrological Studies, System Thinking, Water Governance and Policy
Email Address:
Other Information:
Incharge Examination Agricultural Engineering Department
CV/Resume:
Research Papers
| 2025 |
Projecting future climate extremes in the glacier-fed upper indus basin using machine learning based downscaling of CMIP6 GCMs (Journal) Muhammad Amjad Saleem, Muhammad Shoaib, Sarfraz Hashim, Muhammad Shoaib, Hafiz Umar Farid, Muhammad Ismail, Mubashir Ali Ghaffar, Ahmad Mujtaba, Jinwook Lee, Muhammad Azhar Inam, Arshad Ameen |
Journal: Theoretical and Applied Climatology, Publisher: Springer Science and Business Media LLC, Vol.: 156, Pages: 567 |
| 2025 |
Land Use Land Cover (LULC) Mapping for Assessment of Urbanization Impacts on Cropping Patterns and Water Availability in Multan, Pakistan (Journal) Khawaja Muhammad Zakariya, Tahir Sarwar, Hafiz Umar Farid, Raffaele Albano, Muhammad Azhar Inam, Muhammad Shoaib, Abrar Ahmad, Matlob Ahmad |
Journal: Earth, Publisher: MDPI AG, Vol.: 79, Issue: 6, |
| 2025 |
Machine learning-based streamflow projections in the upper indus basin under CMIP6 climate scenarios (Journal) Muhammad Amjad Saleem, Muhammad Shoaib, Sarfraz Hashim, Muhammad Shoaib, Hafiz Umar Farid, Mubashir Ali Ghaffar, Muhammad Ismail, Arshad Ameen, Jinwook Lee, Muhammad Azhar Inam, Changhyun Jun |
Journal: Physics and Chemistry of the Earth, Parts A/B/C, Publisher: Elsevier BV, Pages: 104035 |
| 2025 |
Statistical Model Development for Estimating Soil Hydraulic Conductivity Through On-Site Investigations (Journal) Muhammad Waleed, Muhammad Azhar Inam, Raffaele Albano, Abdul Samad, Hafiz Umar Farid, Muhammad Shoaib, Muhammad Usman Ali |
Journal: Hydrology, Publisher: MDPI AG, Vol.: 12, Issue: 3, Pages: 55 |
| 2025 |
Artificial-Intelligence-Based Investigation on Land Use and Land Cover (LULC) Changes in Response to Population Growth in South Punjab, Pakistan (Journal) Tanweer Abbas, Muhammad Shoaib, Raffaele Albano, Muhammad Azhar Inam Baig, Irfan Ali, Hafiz Umar Farid, Muhammad Usman Ali |
Journal: Land, Publisher: MDPI AG, Vol.: 14, Issue: 1, Pages: 154 |
| 2024 |
Scenario analysis of local storylines to represent uncertainty in complex human-water systems (Journal) Mohammad Reza Alizadeh, Jan Adamowski, Azhar Inam |
Journal: Journal of Hydrology, Publisher: Elsevier BV, Vol.: 635, Pages: 131186 |
| 2024 |
GIS-Based Analytical Hierarchy Process for Identifying Groundwater Potential Zones in Punjab, Pakistan (Journal) Maira Naeem, Hafiz Umar Farid, Muhammad Arbaz Madni, Raffaele Albano, Muhammad Azhar Inam, Muhammad Shoaib, Muhammad Shoaib, Tehmena Rashid, Aqsa Dilshad, Akhlaq Ahmad |
Journal: ISPRS International Journal of Geo-Information, Publisher: MDPI AG, Vol.: 13, Issue: 9, Pages: 317 |
| 2023 |
Development of methods for the simplification of complex group built causal loop diagrams: A case study of the Rechna doab (Journal) Muhammad Asif, Azhar Inam, Jan Adamowski, Muhammad Shoaib, Hisham Tariq, Shakil Ahmad, Mohammad Reza Alizadeh, Aftab Nazeer |
Journal: Ecological Modelling, Publisher: Elsevier BV, Vol.: 476, Pages: 110192 |
| 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) Muhammad Tariq Khan, Muhammad Shoaib, Raffaele Albano, Muhammad Azhar Inam, Hamza Salahudin, Muhammad Hammad, Shakil Ahmad, Muhammad Usman Ali, Sarfraz Hashim, Muhammad Kaleem Ullah |
Journal: Atmosphere, Publisher: MDPI AG, Vol.: 14, Issue: 3, Pages: 452 |
| 2023 |
Combining APHRODITE Rain Gauges-Based Precipitation with Downscaled-TRMM Data to Translate High-Resolution Precipitation Estimates in the Indus Basin (Journal) Rabeea Noor, Arfan Arshad, Muhammad Shafeeque, Jinping Liu, Azhar Baig, Shoaib Ali, Aarish Maqsood, Quoc Bao Pham, Adil Dilawar, Shahbaz Nasir Khan, Duong Tran Anh, Ahmed Elbeltagi |
Journal: Remote Sensing, Publisher: MDPI AG, Vol.: 15, Issue: 2, Pages: 318 |
| 2023 |
Using Ensembles of Machine Learning Techniques to Predict Reference Evapotranspiration (ET0) Using Limited Meteorological Data (Journal) Hamza Salahudin, Muhammad Shoaib, Raffaele Albano, Muhammad Azhar Inam Baig, Muhammad Hammad, Ali Raza, Alamgir Akhtar, Muhammad Usman Ali |
Journal: Hydrology, Publisher: MDPI AG, Vol.: 10, Issue: 8, Pages: 169 |
| 2023 |
A comprehensive review on water pollution, South Asia Region: Pakistan (Journal) Rabeea Noor, Aarish Maqsood, Azhar Baig, Chaitanya B. Pande, Syeda Mishal Zahra, Abu Saad, Mariyam Anwar, Sudhir Kumar Singh |
Journal: Urban Climate, Publisher: Elsevier BV, Vol.: 48, Pages: 101413 |
| 2023 |
Development of a behaviour pattern-based testing approach for coupled socioeconomic and environmental models (Journal) Mohammad Reza Alizadeh, Xingyu Peng, Jan Adamowski, Raffaele Albano, Bogdan Ozga-Zielinski, Azhar Inam |
Journal: Journal of Environmental Management, Publisher: Elsevier BV, Vol.: 347, Pages: 119088 |
| 2022 |
Integrated assessment of localized SSP-RCP narratives for climate change adaptation in coupled human-water systems (Journal) Mohammad Reza Alizadeh, Jan Adamowski, Azhar Inam |
Journal: Science of The Total Environment, Publisher: Elsevier, Vol.: 823, Pages: 153660 |
| 2022 |
Hydroclimatology of the Chitral River in the Indus Basin under Changing Climate (Journal) 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 AG, Vol.: 13, Issue: 2, Pages: 295 |
| 2022 |
Climate variability in agroecosystems: A quantitative assessment of stakeholder-defined policies for enhanced socio-ecological resilience (Journal) Jordan M. Carper, Mohammad Reza Alizadeh, Jan F. Adamowski, Azhar Inam |
Journal: Agricultural Systems, Publisher: Elsevier BV, Vol.: 201, Pages: 103416 |
| 2022 |
A methodological framework for modeling sustainability visions: A case study of groundwater management in Faizpur distributary, Pakistan (Journal) Rabeea Noor, Azhar Inam, Syeda Mishal Zahra, Muhammad Shoaib, Rameen Riaz, Aneela Sarwar, Muhammad Asif, Shakil Ahmad |
Journal: Agricultural Water Management, Publisher: Elsevier BV, Vol.: 271, Pages: 107822 |
| 2021 |
Quantifying the transient shock response of dynamic agroecosystem variables for improved socio-environmental resilience (Journal) Jordan M. Carper, Mohammad Reza Alizadeh, Jan F. Adamowski, Azhar Inam, Julien J. Malard |
Journal: Ecology and Society, Publisher: Resilience Alliance, Vol.: 26, Issue: 2, |
| 2021 |
Rainfall forecasting in upper Indus basin using various artificial intelligence techniques (Journal) 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, Pages: 2213-2235 |
| 2021 |
Performance evaluation of soft computing approaches for forecasting COVID-19 pandemic cases (Journal) 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, Vol.: 2, Pages: 1-13 |
| 2021 |
Comparative study of powerful predictive modeling techniques for modeling monthly reference evapotranspiration in various climatic regions (Journal) Ali Raza, Muhammad Shoaib, Muhammad Azhar Inam Baig, Shakil Ahmad, Mudasser Muneer Khan, Muhammad Kaleem Ullah, Sarfraz Hashim |
Journal: Fresenius Environmental Bulletin, Publisher: Parlar Research and Technology, Vol.: 30, Issue: 6b, Pages: 7490-7513 |
| 2020 |
Development of a Behaviour-Pattern Based Global Sensitivity Analysis Procedure for Coupled Socioeconomic and Environmental Models (Journal) Xingyu Peng, Adamowski Jan, Azhar Inam, Alizadeh Reza, Albano Raffaele. |
Journal: Journal of Hydrology , Publisher: Elevier, Vol.: 580, Pages: 124745 |
| 2020 |
A Participatory System Dynamics Modeling Approach to Facilitate Collaborative Flood Risk Management A Case Study in the Bradano River Italy (Journal) Perrone A, Inam A, Albano R, Adamowski J, Sole A. |
Journal: Journal of Hydrology, Publisher: Elsevier, Vol.: 580, Pages: 1-16 |
| 2019 |
Application of a Dynamically Coupled Socio-Economic System Dynamics and Environmental Model for Sustainable Groundwater Management. (Conference) Azhar Inam, Jan Adamowski, Julien Malard, Gabrial Peng, Rafaele Albano |
Journal: Conference on Water Resources and Environment Research ICWRER, Publisher: Conference on Water Resources and Environment Research ICWRER June 14th 18th, Hohai University, Nanjing, China., |
| 2019 |
Evaluation of Climate Change impacts Using a Dynamically Coupled Socio-Economic System Dynamics and Environmental Model. (Conference) Azhar Inam, Jan Adamowski, Julien Malard, Gabrial Peng, Rafaele Albano |
Journal: ICWRER, Publisher: International Conference on Water Resources and Environment Research ICWRER, June 14th 18th, Hohai University, Nanjing, China., |
| 2019 |
Bayesian inference and participatory coupled system dynamics-physical model building for agricultural resource management in Guatemala (Conference) Julien Malard, Jan Adamowski, Muhammad Azhar Inam, Tuy H, Peng X, Melgar-Quionez H |
Journal: International Conference on Water Resources and Environment Research, Publisher: International Conference on Water Resources and Environment Research June 14th 18th, Hohai University, Nanjing, China., |
| 2019 |
Development of a behavior pattern sensitivity analysis procedure for coupled socioeconomic and environmental models. (Conference) Peng, Jan Adamowski, Muhammad Azhar Inam, Julien Malard |
Journal: International Conference on Water Resources and Environment Research , Publisher: International Conference on Water Resources and Environment Research June 14th 18th, Hohai University, Nanjing, China., |
| 2019 |
Natural and anthropogenic origins of selected trace elements in the surface waters of Tabriz area, Iran. (Journal) Barzegar R, Asghari A, Soltani S, Baomid N, Tziritis E, Adamowski J, Inam A. |
Journal: Environmental Earth Science, Publisher: Springer, Vol.: 78, Pages: 1-12 |
| 2019 |
Using Causal Loop Diagrams for the Initialization of Stakeholder Engagement in Flood Risk Management in a River Delta Area of Basilicata Region, Italy. (Journal) Raffaele A, Perrone A, Inam A, Adamowski J, Sole A. |
Journal: Geophysical Research, Publisher: Springer, Vol.: 21, Pages: 1-12 |
| 2019 |
Modification of the DRASTIC Framework for Mapping Groundwater Vulnerability Zones. (Journal) Barzegar R, Asghar A, Shahrokh N, Inam A, Adamowski J, Alizadeh R, Nassar J. |
Journal: Groundwater, Publisher: Wiley, Vol.: 58, Issue: 3, Pages: 441-452 |
| 2019 |
Twenty-Three Unsolved Problems in Hydrology UPHa Community Perspective (Journal) Blschl G, Marc F, Bierkens A, Chambel C, Georgia D, Aldo F, James W, Inam A, Jeffrey J, Hubert S, Sivapalan M. |
Journal: Hydrological Sciences , Publisher: Taylor and Francis, Vol.: 64, Issue: 10, Pages: 41-58 |
| 2018 |
Using FloodRisk GIS freeware for uncertainty analysis of direct economic flood damages in Italy (Journal) Albano R, Sole A, Adamowski J, Perrone A, Inam A. |
Journal: International journal of applied earth observation and geoinformation, Publisher: Elsevier, Vol.: 73, Issue: 2, Pages: 220-229 |
| 2018 |
Serious Games as Planning Support Systems Learning from Playing Maritime Spatial Planning Challenge 2050 (Journal) 7. Jean S, Gilbert L, Medema W, Keijser X, Mayer I, Inam A, Adamowski J. |
Journal: Water, Publisher: MDPI, Vol.: 12, Issue: 10, Pages: 1786 |
| 2017 |
Coupling of a Distributed Stakeholder-Built System Dynamics Socio-Economic Model with SAHYSMOD for Sustainable Soil Salinity Management Part 1 Model Development (Journal) Inam A, Adamowski J, Prasher S, Malard J, Albano R |
Journal: Journal of Hydrology, Publisher: Elsevier, Vol.: 551, Issue: 2, Pages: 596-618 |
| 2017 |
Coupling of a Distributed Stakeholder-Built System Dynamics Socio-Economic Model with SAHYSMOD for Sustainable Soil Salinity Management Part 2 Model Coupling and Application (Journal) Inam A, Adamowski J, Prasher S, Malard J, Albano R |
Journal: Journal of Hydrology, Publisher: Elsevier, Vol.: 551, Issue: 2, Pages: 278-299 |
| 2017 |
Parameter estimation and uncertainty analysis of the Spatial Agro Hydro Salinity Model SAHYSMOD in the semi-arid climate of Rechna Doab, Pakistan. (Journal) Inam A, Adamowski J, Prasher S, Albano R |
Journal: Journal of Environmental Modelling and Softwares, Publisher: Elsevier, Vol.: 94, Issue: 1, Pages: 186-211 |
| 2017 |
Development of a software tool for rapid, reproducible, and stakeholder-friendly dynamic coupling of system dynamics and physically-based models (Journal) Malard J, Inam A, Elmira Hassanzadeh, Hugo Melgar-Quinonez, Jan Adamowski, Hctor Tuy |
Journal: Journal of Environmental Modelling and Softwares, Publisher: Elsevier, Vol.: 96, Issue: 2, Pages: 410-420 |
| 2015 |
Development and Application of a Decision Support System for Optimizing Cropping Patterns under Saline Agriculture Conditions in Rechna Doab, Pakistan (Conference) Azhar Inam, Jan Adamowski, Shiv Prasher |
Journal: 2015 ASABE International Meeting, Publisher: American Society of Agricultural and Biological Engineers, Pages: 152189304 |
| 2015 |
Using Causal Loop Diagrams for the Initialization of Stakeholder Engagement in Soil Salinity Management in Agricultural Watersheds in Developing Countries A Case Study in the Rechna Doab Watershed, Pakistan (Journal) Inam A, Adamowski J, Halbe J, Prasher S, |
Journal: Journal of Environmental Management, Publisher: Elsevier, Vol.: 152, Issue: 3, Pages: 251-267 |
| 2014 |
Holistic Conceptualization of Soil Salinity Management Problems: Using a System Dynamics Approach in Rechna Doab Basin, Pakistan (Conference) Azhar Inam, Shiv Prasher, Jan Adamowski, Qamar Zaman, Sukhjot Singh Mann |
Journal: 2014 ASABE Annual International Meeting, Publisher: American Society of Agricultural and Biological Engineers, |
| 2014 |
Exploring absorption capacity of biochar in reducing hormonal pollution from agriculture fields (Conference) Sukhjot Singh Mann, Zimming Qi, Shiv Prasher, Muhammad Azhar Inam |
Journal: 2014 ASABE Annual International Meeting, Publisher: American Society of Agricultural and Biological Engineers, |
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