Projects 0
Publications 184
Awards 0

Contact Details

Associate Professor

Biography

Relevant web sites:

Linkedin Bithin Datta: https://www.linkedin.com/in/bithin-datta-961328121/

Research Publication List (JCU records seems a bit incomplete or not current) please check my Google scholar site at JCU: https://researchonline.jcu.edu.au/view/all/7768A6BA71481A86966BC0DA757467DC.html

Googlescholar site: https://scholar.google.co.in/citations?user=uwHmi3sAAAAJ&hl=en

Researchgate site:  https://www.researchgate.net/profile/Bithin-Datta

Specialization: Surface water systems and Groundwater systems management, Quantity and Quality, especially for large scale systems.

Currently Associate Professor in Water Resources Management area, at Discipline of Civil Engineering, College of Science and Engineering, Division of Tropical Environments and Societies,  James Cook University, Australia.

He designed and established the and then served as the Academic Lead  (Coordinator of the Master of Engineering Professional program in Water Resources Management)t since inception in 2019 to 2024. Again from 2025 to present at Discipline of civil Engineering.

One of seven original founding members of TropWATER (Centre for Tropical Waters and Aquatic Ecosystem Research, at JCU) and Theme Leader Water Quality and Contaminants Research Group, TropWATER till 2016.

Member of the Economic Geology Research Centre (EGRU) at James Cook University since its inception.

Ph.D. degree:  in Civil Engineering from Purdue University in U.S.A., specializing in Hydraulics and Systems Engineering, from the School of Civil Engineering, Purdue University, U.S.A.

He is a Fellow of the Engineers Australia (FIEAust).

Teaching

 Subjects taught:  

Typical Example from (learnJCU) 2020-2021 (My Teaching and Coordination)

CS2002 Catchment Stream and Lake Engineering

CS3004 Transportation Engineering

CS4002 Hydraulic and Coastal Engineering

CS4008 Water and Wastewater Engineering

CS5108 Advanced Groundwater Modelling and Management

CS5208 Advanced Water Resources Systems Planning and Management

CS5308 Advanced Water and Wastewater Engineering

CS5402 Advanced Hydraulic and Coastal Engineering 

Associated even before its official inception, with CRC-for Contamination Assessment and Remediation of the Environment (CRC-CARE), University of Newcastle, and University of South Australia, Adelaide, Australia.

He completed his B.Tech. (Hons.) degree in Civil Engineering from the internationally renowned and premiere Engineering University in India, I.I.T Kharagpur, with first class Honors, and was a rank holder. He then completed his master’s degree in civil engineering with first rank in his specialization.

The research contributions of Dr Bithin Datta, have recently been highlighted by the international research impact ranking organisation Highly Ranked Scholars™ (ScholarGPS), He has achieved the distinction of being recognised as the lifetime world number 1 ranked researcher in three critical specialisations: (i) Groundwater Pollution, (ii) Surrogate Models (Artificial Intelligence, Machine Learning Models), and (iii) Saltwater Intrusion in coastal aquifers. In addition, more recently (December 2025.  This worldwide research ranking site “ScholarGPS-Higly Ranked Scholars” has ranked Dr. Datta’s research contributions in terms of quality, number and impact as top 0.05 % worldwide. This prestigious recognition underscores Dr. Datta's exceptional contributions in these fields, solidifying his status as the world’s leading researcher in water resource management area.

After completion of his Ph.D. he worked in various positions at University of Washington, Seattle, WA, U.S.A., University of Arkansas, Fayetteville, U.S.A., and then as a Research Faculty at University of California, Davis, CA, U.S.A., totalling bout 11 years. He then joined the Civil Engineering Department at IIT Kanpur in India and was promoted to the Position of Professor in 1995 and also Senior Professor Position in 2009. There, he also held the positions of Professor and Head of the Civil Engineering Department, and Head of the interdisciplinary Postgraduate Environmental Engineering and Management Program. He also served as Visiting Professor at Dalhousie University, Halifax, Canada, Denmark Technical University, Copenhagen, and Asian Institute of Technology, Bangkok. He has guided many Master’s Theses (30+) and has completed successful guidance of many Ph.D. theses: 23 (almost all as the primary thesis supervisor).

He authored: many Technical Articles in very reputed peer reviewed international Journals, Book Chapters, and numerous Conference papers. He is also internationally well known for his pioneering research work on: Dams and Reservoirs operation for flood control, hydropower generation, Resilient and robust real time operation of dams.  Optimal Identification of unknown pollution sources in contaminated Groundwater aquifers, design of optimal monitoring networks incorporating uncertainties for management of contaminated aquifers, management of coastal aquifers for saltwater intrusion control and remediation, and real-time operation of water reservoir (dams) systems. He was the Co-Chair of the ASCE-EWRI (American Society of Civil Engineers- Environmental and Water Resources Institute) International conference on Water and Environmental Systems held first time outside U.S.A. He also, served as an advisor in the Water Resources Systems Technical Committee of the American Society of Civil Engineers.

He was instrumental in guiding to successful completion a new integrated Bachelors and Masters degree program in Civil Engineering at I.I.T. Kanpur, during his headship of the Civil Engineering Department. This program was designed to attract the best student talents to postgraduate studies in Engineering.

At JCU, he is currently the coordinator of the recently established Master of Engineering (Professional) program in Water Resources Management.

He has been the project leader in a number of state of the art applied mega research projects related to Hydrologic Modeling and Water Resources/ Groundwater Management, first in U.S.A., then in India. He has worked as advisor to the U.P. government in the World Bank supported project on Restructuring of the Water Resources Sector in the state of U.P., India. He has served as a member of the high-powered committee of the Government of India for final clearance of Large Scale River Basin Projects, including hydropower projects. At James Cook University he was the project leader and sole PI of a Mega, technology development project: developing computational tools for identification of unknown groundwater pollution sources and optimal design of monitoring networks for detection of groundwater pollution, funded by CRC-CARE, University of Newcastle, Australia, and University of South Australia, Adelaide. The total cash funding for this project including additional full Scholarship support for Ph.D. students, and dedicated project funding which amounted to $629,000.00, starting in 2009.

More recently he is one of the Chief Researchers in the Trailblazer Project for critical Mineral exploration. The Total funding is: $720.000. Also, he was involved with a number of community related projects: Russell River Denitrification Bioreactor trial, a collaborative initiative with Indigenous communities and researchers, funded at AUD 420,000. This project advances sustainable water quality solutions while delivering social, educational, and environmental value, exposing students to the intersection of engineering, cultural values, and ecosystem protection. He also participated in the feasibility study/ business case evaluation for the proposed Hells Gate Dam in Northern Queensland.

Research

Research Interests

Management of Water Resources Systems, Modeling of Surface and Groundwater Systems, Operation of Surface Reservoir Systems, Groundwater and Surface Quality Management, Identification of Unknown Groundwater Pollution Sources, Optimal Groundwater Pollution Monitoring Network Design, Contamination Remediation, Site Characterization, Management of Saltwater Intrusion in Coastal Aquifers, Bioreactor Evaluation for de-nitrification in Water Bodies, AI and Machine Learning applications to Resource Management, AI application to short term Droughts prediction.

Teaching

Research Advisor Accreditation

Advisor Type

Mentor


Output

Cheesman, Alexander W.; Nelson, Paul N.; Lim, Han She; Todd, Shannon; Kaartinen-Price, Jai; MacGregor, Colin; Datta, Bithin; Owen, Liz; Ah-Kee, Dennis (2020) Denitrification bioreactor trial in the Russell River catchment of the Wet Tropics: final report. Cairns, Qld, Australia: [Report]
Other Publication ResearchOnline@JCU
Amirabdollahian, Mahsa; Datta, Bithin (2017) Application of simulated annealing in search for efficient optimal solutions of a groundwater contamination related problem. London, UK: [Non-Research Book Chapter] [DOI]
Other Publication Open Access ResearchOnline@JCU
Datta, Bithin; Beegle, Jean E.; Kavvas, Levent; Orlob, Gerald T. (1989) Development of an expert system embedding pattern recognition techniques for pollution source identification. Davis, CA, USA: [Report] [DOI]
Other Publication ResearchOnline@JCU
Datta, Bithin; Lettenmaier, Dennis P.; Burges, Stephen J. (1983) Assessment of changes in storm and seasonal runoff response of watersheds impacted by Mt. St. Helens Ash Deposition. Seattle, WA, USA: [Report]
Other Publication ResearchOnline@JCU
Lal, Alvin; Sharan, Ashneel; Sharma, Krishneel; Ram, Arisha; Roy, Dilip Kumar; Datta, Bithin (2024) 'Scrutinizing different predictive modeling validation methodologies and data-partitioning strategies: new insights using groundwater modeling case study'. Environmental Monitoring and Assessment, 196 (623). [DOI]
Journal Publication Open Access ResearchOnline@JCU
Sedighkia, Mahdi; Datta, Bithin (2024) 'Ecological Flow Analysis through an Ecohydraulic-Based Catchment Scale Approach'. Water, 16 (1). [DOI]
Journal Publication Open Access ResearchOnline@JCU
Sedighkia, M.; Datta, B. (2024) 'Salinity management of reservoirs by linking hydrodynamic model, surrogate model, and evolutionary optimization'. International Journal of Environmental Science and Technology, 21 :6235-6248. [DOI]
Journal Publication Open Access ResearchOnline@JCU
Sedighkia, Mahdi; Datta, Bithin (2024) 'Suitability Assessment of Cage Fish Farming Location in Reservoirs through Neural Networks-Based Remote Sensing Analysis'. Remote Sensing, 16 (2). [DOI]
Journal Publication Open Access ResearchOnline@JCU
Sharan, Ashneel; Datta, Bithin; Lal, Alvin; Kotra, Krishna K. (2024) 'Management of saltwater intrusion using 3D numerical modelling: a first for Pacific Island country of Vanuatu'. Environmental Monitoring and Assessment, 196 . [DOI]
Journal Publication Open Access ResearchOnline@JCU
Chaturvedi, Iti; Pandelea, Vlad; Cambria, Erik; Welsch, Roy; Datta, Bithin (2024) 'Barrier function to skin elasticity in talking head'. Cognitive Computation, 16 (6):3405-3416. [DOI]
Journal Publication Open Access ResearchOnline@JCU
Roy, Dilip Kumar; Biswas, Sujit Kumar; Haque, Md Panjarul; Paul, Chitra Rani; Munmun, Tasnia Hossain; Datta, Bithin (2024) 'Multiscale groundwater level forecasts with multi-model ensemble approaches: Combining machine learning models using decision theories and bayesian model averaging'. Groundwater for Sustainable Development, 27 . [DOI]
Journal Publication ResearchOnline@JCU
Sedighkia, M.; Datta, B.; Saeidipour, P. (2024) 'An Environmental Operation of Reservoirs through Linking Ecological Storage Model and Evolutionary Optimization'. Journal of Environmental Informatics, 43 :105-117. [DOI]
Journal Publication ResearchOnline@JCU
Roy, Dilip Kumar; Paul, Chitri Rani; Munmun, Tasnia Hossain; Datta, Bithin (2024) 'An automatic model selection-based machine learning approach to predict seawater intrusion into coastal aquifers'. Environmental Earth Sciences, 83 . [DOI]
Journal Publication ResearchOnline@JCU
Sedighkia, Mahdi; Jahanshahloo, Manizheh; Datta, Bithin (2024) 'Hybrid neuro fuzzy inference systems for simulating catchment sediment yield'. International Journal of Sediment Research, 39 (3):305-316. [DOI]
Journal Publication Open Access ResearchOnline@JCU
Sedighkia, Mahdi; Datta, Bithin (2024) 'Linking direct rainfall hydrodynamic and fuzzy loss models for generating flood damage map'. ISH Journal of Hydraulic Engineering, 30 (3):323-335. [DOI]
Journal Publication Open Access ResearchOnline@JCU
Sedighkia, Mahdi; Datta, Bithin (2023) 'Mitigating Nitrate Concentration Using an Optimal Cropping Pattern Developed by Linking a Soil and Water Assessment Tool with Evolutionary Optimization'. Applied Sciences, 13 . [DOI]
Journal Publication Open Access ResearchOnline@JCU
Sedighkia, Mahdi; Datta, Bithin (2023) 'Detecting land use changes using hybrid machine learning methods in the Australian tropical regions'. Geojournal, 88 :241-253. [DOI]
Journal Publication Open Access ResearchOnline@JCU
Sedighkia, Mahdi; Datta, Bithin (2023) 'Analyzing environmental flow supply in the semi-arid area through integrating drought analysis and optimal operation of reservoir'. Journal of Arid Land, 15 (12):1439-1454. [DOI]
Journal Publication Open Access ResearchOnline@JCU
Sedighkia, Mahdi; Datta, Bithin (2023) 'Linking catchment and hydrodynamic models for environmental flow analysis in hypersaline lakes'. Water Science and Technology: Water Supply, 23 (12):5120-5135. [DOI]
Journal Publication Open Access ResearchOnline@JCU
Sedighkia, Mahdi; Datta, Bithin; Saeedipour, Parisa; Abdoli, Asghar (2023) 'Predicting Water Quality Distribution of Lakes through Linking Remote Sensing–Based Monitoring and Machine Learning Simulation'. Remote Sensing, 15 (13). [DOI]
Journal Publication Open Access ResearchOnline@JCU
Sedighkia, Mahdi; Jahanshahloo, Manizheh; Datta, Bithin (2023) 'Evaluating Minimum Environmental Flow Requirements in Rivers: A Combined Decision-Tree Approach Integrating Hydrological, Physical Habitat, and Water Quality Indexes'. Journal of Sustainable Water in the Built Environment, 9 (4). [DOI]
Journal Publication ResearchOnline@JCU
Roy, Dilip Kumar; Sarkar, Tapash Kumar; Biswas, Sujit Kumar; Datta, Bithin (2023) 'Generalized Daily Reference Evapotranspiration Models Based on a Hybrid Optimization Algorithm Tuned Fuzzy Tree Approach'. Water Resources Management, 37 :193-218. [DOI]
Journal Publication ResearchOnline@JCU
Sedighkia, Mahdi; Datta, Bithin (2023) 'Improving Environmental Water Supply in Wetlands through Optimal Cropping Patterns'. Agriculture, 13 (10). [DOI]
Journal Publication Open Access ResearchOnline@JCU
Sedighkia, Mahdi; Datta, Bithin (2023) 'Flood inundation modelling by a machine learning classifier'. ISH Journal of Hydraulic Engineering, 29 (5):652-660. [DOI]
Journal Publication ResearchOnline@JCU
Sharan, Ashneel; Datta, Bithin; Lal, Alvin (2023) 'Integrating numerical modelling and scenario-based sensitivity analysis for saltwater intrusion management: case study of a complex heterogeneous island aquifer system'. Environmental Monitoring and Assessment, 195 (5):553-553. [DOI]
Journal Publication Open Access ResearchOnline@JCU
Sharan, Ashneel; Lal, Alvin; Datta, Bithin (2023) 'Evaluating the impacts of climate change and water over-abstraction on groundwater resources in Pacific island country of Tonga'. Groundwater for Sustainable Development, 20 . [DOI]
Journal Publication ResearchOnline@JCU
Sedighkia, Mahdi; Datta, Bithin; Razavi, Saman (2023) 'Optimizing agricultural cropping patterns under irrigation water use restrictions due to environmental flow requirements and climate change'. Water Resources and Economics, 41 . [DOI]
Journal Publication ResearchOnline@JCU
Sedighkia, Mahdi; Datta, Bithin (2023) 'Linking SVM based habitat model and evolutionary optimisation for managing environmental impacts of hydropower plants'. River Research and Applications, 39 (5):897-910. [DOI]
Journal Publication Open Access ResearchOnline@JCU
Sedighkia, Mahdi; badrzadeh, Nasrin; Fathi, Zeynab; Abdoli, Asghar; Datta, Bithin (2023) 'An integrated simulation–optimization framework for assessing environmental flows in rivers'. Environmental Monitoring and Assessment, 195 (2). [DOI]
Journal Publication Open Access ResearchOnline@JCU
Sedighkia, Mahdi; Datta, Bithin (2023) 'Flood Damage Mitigation by Reservoirs through Linking Fuzzy Approach and Evolutionary Optimization'. Natural Hazards Review, 24 (2). [DOI]
Journal Publication ResearchOnline@JCU
Sedighkia, Mahdi; Datta, Bithin (2023) 'Monitoring ecological status of wetlands using linked fuzzy inference system- remote sensing analysis'. Ecological Informatics, 74 . [DOI]
Journal Publication ResearchOnline@JCU
Sedighkia, Mahdi; Datta, Bithin; Abdoli, Asghar (2022) 'Reducing the conflict of interest in the optimal operation of reservoirs by linking mesohabitat hydraulic modeling and metaheuristic optimization'. Water Supply, 22 (2):2269-2286. [DOI]
Journal Publication Open Access ResearchOnline@JCU
Sedighkia, Mahdi; Datta, Bithin (2022) 'Predicting impact of land cover change on flood peak using hybrid machine learning models'. Neural Computing and Applications, 35 :6723-6736. [DOI]
Journal Publication ResearchOnline@JCU
Sedighkia, Mahdi; Datta, Bithin; Razavi, Saman (2022) 'A simulation-optimization framework for reducing thermal pollution downstream of reservoirs'. Water Quality Research Journal, 57 (4):291-303. [DOI]
Journal Publication Open Access ResearchOnline@JCU
Sedighkia, Mahdi; Datta, Bithin (2022) 'Using evolutionary algorithms for continuous simulation of long-term reservoir inflows'. Proceedings of the Institution of Civil Engineers: Water Management, 175 (2):67-77. [DOI]
Journal Publication ResearchOnline@JCU
Sedighkia, Mahdi; Datta, Bithin; Abdoli, Asghar (2022) 'Utilizing classic evolutionary algorithms to assess the Brown trout (Salmo trutta) habitats by ANFIS-based physical habitat model'. Modeling Earth Systems and Environment, 8 :857-869. [DOI]
Journal Publication ResearchOnline@JCU
Sedighkia, Mahdi; Datta, Bithin; Fathi, Zeynab (2022) 'Linking ecohydraulic simulation and optimization system for mitigating economic and environmental losses of reservoirs'. Aqua: water infrastructure, ecosystems and society, 71 (2):229-247. [DOI]
Journal Publication Open Access ResearchOnline@JCU
Sedighkia, Mahdi; Datta, Bithin; Abdoli, Asghar (2022) 'Reducing impacts of rice fields nitrate contamination on the river ecosystem by a coupled SWAT reservoir operation optimization model'. Arabian Journal of Geosciences, 15 . [DOI]
Journal Publication Open Access ResearchOnline@JCU
Sedighkia, Mahdi; Datta, Bithin (2022) 'A simulation-optimization system for evaluating flood management and environmental flow supply by reservoirs'. Natural Hazards, 111 :2855-2879. [DOI]
Journal Publication ResearchOnline@JCU
Sedighkia, Mahdi; Datta, Bithin; Abdoli, Asghar; Moradian, Zahra (2021) 'An ecohydraulic-based expert system for optimal management of environmental flow at the downstream of reservoirs'. Journal of Hydroinformatics, 23 (6):1343-1367. [DOI]
Journal Publication Open Access ResearchOnline@JCU
Al-Juboori, Muqdad; Datta, Bithin (2021) 'Improved optimal design of concrete gravity dams founded on anisotropic soils utilizing simulation-optimization model and hybrid genetic algorithm'. ISH Journal of Hydraulic Engineering, 27 (S1):20-37. [DOI]
Journal Publication ResearchOnline@JCU
Roy, Dilip Kumar; Biswas, Sujit Kumar; Mattar, Mohamed A.; El-Shafei, Ahmed A.; Murad, Khandakar Faisal Ibn; Saha, Kowshik Kumar; Datta, Bithin; Dewidar, Ahmed Z. (2021) 'Groundwater level prediction using a multiple objective genetic algorithm-grey relational analysis based weighted ensemble of anfis models'. Water, 13 (21). [DOI]
Journal Publication Open Access ResearchOnline@JCU
Datta, Bithin; Roy, Dilip Kumar; Kelley, Jonathan J.; Bradley, Stevens (2021) 'Prediction of impending drought scenarios based on surface and subsurface parameters in a selected region of tropical Queensland, Australia'. Journal of Water Resource and Protection, 13 (8):605-631. [DOI]
Journal Publication Open Access ResearchOnline@JCU
Lal, Alvin; Datta, Bithin (2021) 'Optimal pumping strategies for the management of coastal groundwater resources: application of Gaussian Process Regression metamodel-based simulation-optimization methodology'. ISH Journal of Hydraulic Engineering, 27 (sup1):136-145. [DOI]
Journal Publication ResearchOnline@JCU
Putra, Dewandra Bagus Eka; Hadian, Mohamad Sapari Dwi; Alam, Boy Yoseph C.S.S.Syah; Yuskar, Yuniarti; Yaacob, Wan Zuhairi Wan; Datta, Bithin; Harnum, Widya Puspa Dwi (2021) 'Geochemistry of groundwater and saltwater intrusion in a coastal region of an island in Malacca Strait, Indonesia'. Environmental Engineering Research, 26 (2). [DOI]
Journal Publication Open Access ResearchOnline@JCU
Sedighkia, Mahdi; Datta, Bithin; Abdoli, Asghar (2021) 'Optimizing reservoir operation to avoid downstream physical habitat loss using coupled ANFIS- metaheuristic model'. Earth Science Informatics, 14 :2203-2220. [DOI]
Journal Publication ResearchOnline@JCU
Hayford, Michael Saah; Datta, Bithin (2021) 'Source characterization of multiple reactive species at an abandoned mine site using a groundwater numerical simulation model and optimization models'. International Journal of Environmental Research and Public Health, 18 (9). [DOI]
Journal Publication Open Access ResearchOnline@JCU
Sedighkia, Mahdi; Datta, Bithin; Abdoli, Asghar (2021) 'Minimizing physical habitat impacts at downstream of diversion dams by a multiobjective optimization of environmental flow regime'. Environmental Modelling & Software, 140 . [DOI]
Journal Publication ResearchOnline@JCU
Sedighkia, Mahdi; Abdoli, Asghar; Datta, Bithin (2021) 'Optimizing monthly ecological flow regime by a coupled fuzzy physical habitat simulation–genetic algorithm method'. Environment Systems and Decisions, 41 (3):425-436. [DOI]
Journal Publication ResearchOnline@JCU
Roy, Dilip Kumar; Lal, Alvin; Sarker, Khokan Kumer; Saha, Kowshik Kumar; Datta, Bithin (2021) 'Optimization algorithms as training approaches for prediction of reference evapotranspiration using adaptive neuro fuzzy inference system'. Agricultural Water Management, 255 . [DOI]
Journal Publication ResearchOnline@JCU
Neupane, Rabindra; Datta, Bithin (2021) 'Optimal characterization of unknown multispecies reactive contamination sources in an aquifer'. Journal of Hydrologic Engineering, 26 (11). [DOI]
Journal Publication ResearchOnline@JCU
Sedighkia, Mahdi; Datta, Bithin; Abdoli, Asghar (2021) 'Design of optimal environmental flow regime at downstream of reservoirs using wetted perimeter-optimization method'. Journal of Hydro-Environment Research, 39 :1-14. [DOI]
Journal Publication Open Access ResearchOnline@JCU
Lal, Alvin; Datta, Bithin (2021) 'Application of the group method of data handling and variable importance analysis for prediction and modelling of saltwater intrusion processes in coastal aquifers'. Neural Computing and Applications, 33 :4179-4190. [DOI]
Journal Publication ResearchOnline@JCU
Sharan, Ashneel; Lal, Alvin; Datta, Bithin (2021) 'A review of groundwater sustainability crisis in the Pacific Island countries: challenges and solutions'. Journal of Hydrology, 603 (Part D). [DOI]
Journal Publication ResearchOnline@JCU
Roy, Dilip Kumar; Datta, B. (2020) 'Saltwater intrusion prediction in coastal aquifers utilizing a weighted-average heterogeneous ensemble of prediction models based on Dempster-Shafer theory of evidence'. Hydrological Sciences Journal, 65 (9):1555-1567. [DOI]
Journal Publication ResearchOnline@JCU
Roy, Dilip Kumar; Datta, Bithin (2020) 'Modelling and management of saltwater intrusion in a coastal aquifer system: a regional-scale study'. Groundwater for Sustainable Development, 11 . [DOI]
Journal Publication ResearchOnline@JCU
Neupane, Rabindra; Datta, Bithin (2020) 'Groundwater flow and multi-component reactive transport simulation of acid mine drainage at a former mine site'. International Journal of Geomate, 19 (76):188-196. [DOI]
Journal Publication ResearchOnline@JCU
Lal, Alvin; Datta, Bithin (2020) 'Performance evaluation of homogeneous and heterogeneous ensemble models for groundwater salinity predictions: a regional-scale comparison study'. Water, Air and Soil Pollution, 231 . [DOI]
Journal Publication ResearchOnline@JCU
Lal, Alvin; Datta, Bithin (2019) 'Application of monitoring network design and feedback information for adaptive management of coastal groundwater resources'. International Journal of Environmental Research and Public Health, 16 (22). [DOI]
Journal Publication Open Access ResearchOnline@JCU
Lal, Alvin; Datta, Bithin (2019) 'Optimal groundwater-use strategy for saltwater intrusion management in a Pacific Island country'. Journal of Water Resources Planning and Management, 145 (9). [DOI]
Journal Publication ResearchOnline@JCU
Al-Juboori, Muqdad; Datta, Bithin (2019) 'Performance evaluation of a genetic algorithm-based linked simulation-optimization model for optimal hydraulic seepage-related design of concrete gravity dams'. Journal of Applied Water Engineering and Research, 7 (3):173-197. [DOI]
Journal Publication ResearchOnline@JCU
Al-Juboori, Muqdad; Datta, Bithin (2019) 'Optimum design of hydraulic water retaining structures incorporating uncertainty in estimating heterogeneous hydraulic conductivity utilizing stochastic ensemble surrogate models within a multi-objective multi-realisation optimisation model'. Journal of Computational Design and Engineering, 6 (3):296-315. [DOI]
Journal Publication Open Access ResearchOnline@JCU
Lal, Alvin; Datta, Bithin (2019) 'Multi-objective groundwater management strategy under uncertainties for sustainable control of saltwater intrusion: solution for an island country in the South Pacific'. Journal of Environmental Management, 234 :115-130. [DOI]
Journal Publication ResearchOnline@JCU
Al-Juboori, Muqdad; Datta, Bithin (2019) 'Minimum cost design of hydraulic water retaining structure by using coupled simulation optimization approach'. KSCE Journal of Civil Engineering, 23 (3):1095-1107. [DOI]
Journal Publication ResearchOnline@JCU
Roy, Dilip Kumar; Datta, Bithin (2019) 'An ensemble meta-modelling approach using the Dempster-Shafer theory of evidence for developing saltwater intrusion management strategies in coastal aquifers'. Water Resources Management, 33 (2):775-795. [DOI]
Journal Publication ResearchOnline@JCU
Amirabdollahian, Mahsa; Datta, Bithin; Beck, Peter H. (2019) 'Application of a link simulation optimization model utilizing quantification of hydrogeologic uncertainty to characterize unknown groundwater contaminant sources'. Modeling Earth Systems and Environment, 5 (1):119-131. [DOI]
Journal Publication ResearchOnline@JCU
Roy, Dilip Kumar; Datta, Bithin (2019) 'Adaptive management of coastal aquifers using entropy-set pair analysis-based three-dimensional sequential monitoring network design'. Journal of Hydrologic Engineering, 24 (3). [DOI]
Journal Publication ResearchOnline@JCU
Al-Juboori, Muqdad; Datta, Bithin (2018) 'Linked simulation-optimization model for optimum hydraulic design of water retaining structures constructed on permeable soils'. International Journal of GEOMATE, 14 (44):39-46. [DOI]
Journal Publication ResearchOnline@JCU
Roy, Dilip Kumar; Datta, Bithin (2018) 'Comparative efficiency of different artificial intelligence based models for predicting density dependent saltwater intrusion processes in coastal aquifers and saltwater intrusion management utilizing the best performing model'. Desalination and Water Treatment, 105 :160-180. [DOI]
Journal Publication ResearchOnline@JCU
Roy, Dilip Kumar; Datta, Bithin (2018) 'Influence of sea level rise on multiobjective management of saltwater intrusion in coastal aquifers'. Journal of Hydrologic Engineering, 23 (8). [DOI]
Journal Publication ResearchOnline@JCU
Hayford, Michael; Datta, Bithin (2018) 'Geochemical reactive modeling of flow and transport process at a mine site in Northern Territory, Australia'. International Journal of Geomate, 15 (51):9-15. [DOI]
Journal Publication ResearchOnline@JCU
Roy, Dilip Kumar; Datta, Bithin (2018) 'A review of surrogate models and their ensembles to develop saltwater intrusion management strategies in coastal aquifers'. Earth Systems and Environment, 2 (2):193-211. [DOI]
Journal Publication ResearchOnline@JCU
Lal, Alvin; Datta, Bithin (2018) 'Multiple objective management strategies for coastal aqifers utilizing new surrogate models'. International Journal of Geomate, 15 (48):79-85. [DOI]
Journal Publication ResearchOnline@JCU
Esfahani, Hamed K.; Datta, Bithin (2018) 'Fractal singularity-based multiobjective monitoring networks for reactive species contaminant source characterization'. Journal of Water Resources Planning and Management, 144 (6). [DOI]
Journal Publication ResearchOnline@JCU
Lal, Alvin; Datta, Bithin (2018) 'Development and implementation of support vector machine regression surrogate models for predicting groundwater pumping-induced saltwater intrusion into coastal aquifers'. Water Resources Management, 32 (7):2405-2419. [DOI]
Journal Publication ResearchOnline@JCU
Roy, Dilip Kumar; Datta, Bithin (2018) 'Trained meta-models and evolutionary algorithm based multi-objective management of coastal aquifers under parameter uncertainty'. Journal of Hydroinformatics, 20 (6):1247-1267. [DOI]
Journal Publication ResearchOnline@JCU
Roy, Dilip Kumar; Datta, Bithin (2017) 'Genetic algorithm tuned fuzzy inference system to evolve optimal groundwater extraction strategies to control saltwater intrusion in multi-layered coastal aquifers under parameter uncertainty'. Modeling Earth Systems and Environment, 3 (4):1707-1725. [DOI]
Journal Publication ResearchOnline@JCU
Roy, Dilip Kumar; Datta, Bithin (2017) 'Saltwater intrusion processes in coastal aquifers - modelling and management: a review'. Desalination and Water Treatment, 78 :57-89. [DOI]
Journal Publication ResearchOnline@JCU
Hazrati Y., Shahrbanoo; Datta, Bithin (2017) 'Self-organizing map based surrogate models for contaminant source identification under parameter uncertainty'. International Journal of Geomate, 13 (36):11-18. [DOI]
Journal Publication ResearchOnline@JCU
Roy, Dilip Kumar; Datta, Bithin (2017) 'Multivariate adaptive regression spline ensembles for management of multilayered coastal aquifers'. Journal of Hydrologic Engineering, 22 (9). [DOI]
Journal Publication ResearchOnline@JCU
Roy, Dilip Kumar; Datta, Bithin (2017) 'Fuzzy c-mean clustering based inference system for saltwater intrusion processes prediction in coastal aquifers'. Water Resources Management, 31 (1):355-376. [DOI]
Journal Publication ResearchOnline@JCU
Roy, Dilip Kumar; Datta, Bithin (2017) 'A surrogate based multi-objective management model to control saltwater intrusion in multi-layered coastal aquifer systems'. Civil Engineering and Environmental Systems, 34 (3-4):238-263. [DOI]
Journal Publication ResearchOnline@JCU
Hazrati Yadkoori, Shahrbanoo; Datta, Bithin (2017) 'Adaptive surrogate model based optimization (ASMBO) for unknown groundwater contaminant source characterizations using self-organizing maps'. Journal of Water Resource and Protection, 9 :193-214. [DOI]
Journal Publication Open Access ResearchOnline@JCU
Hazrati Yadkoori, Shahrbanoo; Datta, Bithin (2017) 'Evaluation of unknown groundwater contaminant sources characterization efficiency under hydrogeologic uncertainty in an experimental aquifer site by utilizing surrogate models'. Journal of Water Resource and Protection, 9 (13):1612-1633. [DOI]
Journal Publication Open Access ResearchOnline@JCU
Datta, Bithin; Petit, Claire; Palliser, Marine; K. Esfahani, Hamed; Prakash, Om (2017) 'Linking a simulated annealing based optimization model with PHT3D simulation model for chemically reactuve transport processes to optimally characterize unknown contaminant sources in a former mine site in Australia'. Journal of Water Resource and Protection, 9 (5):432-454. [DOI]
Journal Publication Open Access ResearchOnline@JCU
Lal, Alvin; Datta, Bithin (2017) 'Modelling saltwater intrusion processes and development of a multi-objective strategy for management of coastal aquifers utilizing planned artificial freshwater recharge'. Modeling Earth Systems and Environment, 4 (1):111-126. [DOI]
Journal Publication ResearchOnline@JCU
Datta, Bithin; Amirabdollahian, Mahsa; Zuo, Renguang; Prakash, Om (2016) 'Groundwater contamination plume delineation using local singularity mapping technique'. International Journal of GEOMATE, 11 (25):2435-2441.
Journal Publication ResearchOnline@JCU
Datta, Bithin; Durand, Frederic; Laforge, Solemne; Prakash, Om; Esfahani, Hamed K.; Chadalavada, Sreenivasulu; Naidu, Ravi (2016) 'Preliminary hydrogeological modeling and optimal monitoring network design for a contaminated abandoned mine site area: application of developed monitoring network design software'. Journal of Water Resource and Protection, 8 (1):46-64. [DOI]
Journal Publication Open Access ResearchOnline@JCU
Esfahani, Hamed K.; Datta, Bithin (2016) 'Linked optimal reactive contaminant source characterization in contaminated mine sites: case study'. Journal of Water Resources Planning and Management, 142 (12):1-14. [DOI]
Journal Publication ResearchOnline@JCU
Prakash, Om; Datta, Bithin (2015) 'Optimal characterization of pollutant sources in contaminated aquifers by integrating sequential-monitoring-network design and source identification: methodology and an application in Australia'. Hydrogeology Journal, 23 (6):1089-1107. [DOI]
Journal Publication ResearchOnline@JCU
Esfahani, Hamed Koohpayehzadeh; Datta, Bithin (2015) 'Simulation of reactive geochemical transport processes in contaminated aquifers using surrogate models'. International Journal of Geomate, 8 (15):1190-1196.
Journal Publication ResearchOnline@JCU
Jha, Manish; Datta, Bithin (2015) 'Application of unknown groundwater pollution source release history estimation methodology to distributed sources incorporating surface-groundwater interactions'. Environmental Forensics, 16 (2):143-162. [DOI]
Journal Publication ResearchOnline@JCU
Jha, Manish; Datta, Bithin (2015) 'Application of dedicated monitoring: network design for unknown pollutant-source identification based on dynamic time warping'. Journal of Water Resources Planning and Management, 141 (11):1-13. [DOI]
Journal Publication ResearchOnline@JCU
Sreekanth, J.; Datta, Bithin (2015) 'Review: simulation-optimization models for the management and monitoring of coastal aquifers'. Hydrogeology Journal, 23 :1155-1166. [DOI]
Journal Publication ResearchOnline@JCU
Datta, Bithin; Singh, Deepesh (2014) 'Optimal groundwater monitoring network design for pollution plume estimation with active sources'. International Journal of Geomate, 6 (2):864-869.
Journal Publication ResearchOnline@JCU
Prakash, Om; Datta, Bithin (2014) 'Encapsulating the role of solution response space roughness on global optimal solution: application in identification of unknown groundwater pollution sources'. Open Journal of Optimization, 3 :26-41. [DOI]
Journal Publication Open Access ResearchOnline@JCU
Datta, Bithin; Prakash, Om; Cassou, Pauline; Valetaud, Mathieu (2014) 'Optimal unknown pollution source characterization in a contaminated groundwater aquifer: evaluation of a developed dedicated software tool'. Journal of Geoscience and Environment Protection, 2 (5):41-51. [DOI]
Journal Publication Open Access ResearchOnline@JCU
Jha, Manish Kumar; Datta, Bithin (2014) 'Linked simulation-optimization based dedicated monitoring network design for unknown pollutant source identification using dynamic time warping distance'. Water Resources Management, 28 (12):4161-4182. [DOI]
Journal Publication ResearchOnline@JCU
Prakash, Om; Datta, Bithin (2014) 'Optimal monitoring network design for efficient identification of unknown groundwater pollution sources'. International Journal of Geomate, 6 (1):785-790.
Journal Publication ResearchOnline@JCU
Amirabdollahian, Mahsa; Datta, Bithin (2014) 'Identification of pollutant source characteristics under uncertainty in contaminated water resources systems using adaptive Simulated Anealing and fuzzy logic'. International Journal of Geomate, 6 (1):757-762.
Journal Publication ResearchOnline@JCU
Prakash, Om; Datta, Bithin (2014) 'Multiobjective monitoring network design for efficient identification of unknown groundwater pollution sources incorporating genetic programming–based monitoring'. Journal of Hydrologic Engineering, 19 (11). [DOI]
Journal Publication ResearchOnline@JCU
Sreekanth, J.; Datta, Bithin (2014) 'Design of an optimal compliance monitoring network and feedback information for adaptive management of saltwater intrusion in coastal aquifers'. Journal of Water Resources Planning and Management, 140 (10):1-10. [DOI]
Journal Publication ResearchOnline@JCU
Sreekanth, J.; Datta, Bithin (2014) 'Stochastic and robust multi-objective optimal management of pumping from coastal aquifers under parameter uncertainty'. Water Resources Management, 28 (7):2005-2019. [DOI]
Journal Publication ResearchOnline@JCU
Prakash, Om; Datta, Bithin (2013) 'Sequential optimal monitoring network design and iterative spatial estimation of pollutant concentration for identification of unknown groundwater pollution source locations'. Environmental Monitoring and Assessment, 185 (7):5611-5626. [DOI]
Journal Publication ResearchOnline@JCU
Jha, Manish; Datta, Bithin (2013) 'Three-dimensional groundwater contamination source identification using adaptive simulated annealing'. Journal of Hydrologic Engineering, 18 (3):307-317. [DOI]
Journal Publication ResearchOnline@JCU
Datta, Bithin; Prakash, Om; Campbell, Sean; Escalada, Gerry (2013) 'Efficient identification of unknown groundwater pollution sources using linked simulation-optimization incorporating monitoring location impact factor and frequency factor'. Water Resources Management, 27 (14):4959-4976. [DOI]
Journal Publication ResearchOnline@JCU
Chadalavada, Sreenivasulu; Datta, Bithin; Naidu, Ravi (2012) 'Optimal identification of groundwater pollution sources using feedback monitoring information: a case study'. Environmental Forensics, 13 (2):140-153. [DOI]
Journal Publication ResearchOnline@JCU
Sreekanth, J.; Datta, Bithin; Mohapatra, Pranab K. (2012) 'Optimal short-term reservoir operation with integrated long-term goals'. Water Resources Management, 26 (10):2833-2850. [DOI]
Journal Publication ResearchOnline@JCU
Jha, Manish K.; Datta, Bithin (2011) 'Simulated annealing based simulation-optimization approach for identification of unknown contaminant sources in groundwater aquifers'. Desalination and Water Treatment, 32 (1-3):79-85. [DOI]
Journal Publication ResearchOnline@JCU
Chadalavada, Sreenivasulu; Datta, Bithin; Naidu, Ravi (2011) 'Optimisation approach for pollution source identification in groundwater: an overview'. International of Environment and Waste Management, 8 (1-2):40-61. [DOI]
Journal Publication ResearchOnline@JCU
Sreekanth, J.; Datta, Bithin (2011) 'Coupled simulation-optimization model for coastal aquifer management using genetic programming-based ensemble surrogate models and multiple-realization optimization'. Water Resources Research, 47 :1-17. [DOI]
Journal Publication Open Access ResearchOnline@JCU
Sreekanth, J.; Datta, Bithin (2011) 'Optimal combined operation of production and barrier wells for the control of saltwater intrusion in coastal groundwater well fields'. Desalination and Water Treatment, 32 (1-3):72-78. [DOI]
Journal Publication ResearchOnline@JCU
Datta, Bithin; Chakrabarty, Dibakar; Dhar, Anirban (2011) 'Identification of unknown groundwater pollution sources using classical optimization with linked simulation'. Journal of Hydro-Environment Research, 5 (1):25-36. [DOI]
Journal Publication ResearchOnline@JCU
Sreekanth, J.; Datta, Bithin (2011) 'Comparative evaluation of genetic programming and neural network as potential surrogate models for coastal aquifer management'. Water Resource Management, 25 (13):3201-3218. [DOI]
Journal Publication ResearchOnline@JCU
Chadalavada, Sreenivasulu; Datta, Bithin; Naidu, Ravi (2010) 'Uncertainty based optimal monitoring network design for a chlorinated hydrocarbon contaminated site'. Environmental Monitoring and Assessment, 173 (1-4):929-940. [DOI]
Journal Publication ResearchOnline@JCU
Dhar, Anirban; Datta, Bithin (2010) 'Logic-based design of groundwater monitoring network for redundancy reduction'. Journal of Water Resources Planning and Management, 136 (1):88-94. [DOI]
Journal Publication ResearchOnline@JCU
Sreekanth, J.; Datta, Bithin (2010) 'Multi-objective management of saltwater intrusion in coastal aquifers using genetic programming and modular neural network based surrogate models'. Journal of Hydrology, 393 (3-4):245-256. [DOI]
Journal Publication ResearchOnline@JCU
Datta, Bithin; Chakrabarty, Dibakar; Dhar, Anirban (2009) 'Optimal dynamic monitoring network design and identification of unknown groundwater pollution sources'. Water Resources Management, 23 (10):2031-2049. [DOI]
Journal Publication ResearchOnline@JCU
Dhar, Anirban ; Datta, Bithin (2009) 'Saltwater intrusion management of coastal aquifers. II: operation uncertainty and monitoring'. Journal of Hydrologic Engineering, 14 (12):1273-1282. [DOI]
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Datta, Bithin; Vennalakanti, Harikrishna; Dhar, Anirban (2009) 'Modeling and control of saltwater intrusion in a coastal aquifer of Andhra Pradesh, India'. Journal of Hydro-Environment Research, 3 (3):148-159. [DOI]
Journal Publication ResearchOnline@JCU
Dhar, Anirban; Datta, Bithin (2009) 'Global optimal design of ground water monitoring network using embedded kriging'. Ground Water, 47 (6):806-815. [DOI]
Journal Publication ResearchOnline@JCU
Bhattacharja, Rajib Kumar; Datta, Bithin (2009) 'ANN-GA-based model for multiple objective management of coastal aquifers'. Journal of Water Resources Planning and Management, 135 (5):314-322. [DOI]
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Dhar, Anirban; Datta, Bithin (2009) 'Saltwater intrusion management of coastal aquifers I: linked simulation-optimization'. Journal of Hydrologic Engineering, 14 (12):1263-1272. [DOI]
Journal Publication ResearchOnline@JCU
Bhattacharjya, Rajib Kumar; Datta, Bithin; Satish, Mysore G. (2009) 'Performance of an artificial neural network model for simulating saltwater intrusion process in coastal aquifers when training with noisy data'. KSCE Journal of Civil Engineering, 13 (3):205-215. [DOI]
Journal Publication ResearchOnline@JCU
Datta, Bithin; Chakrabarty, Dibakar; Dhar, Anirban (2009) 'Simultaneous identification of unknown groundwater pollution sources and estimation of aquifer parameters'. Journal of Hydrology, 376 (1-2):48-57. [DOI]
Journal Publication ResearchOnline@JCU
Dhar , Anirban; Datta, Bithin (2008) 'Optimal operation of reservoirs for downstream water quality control using linked simulation optimization'. Hydrological Processes, 22 (6):842-853. [DOI]
Journal Publication ResearchOnline@JCU
Bhattacharjya, Rajib Kumar; Datta, Bithin; Satish, Mysore (2007) 'Artificial neural networks approximation of density dependent saltwater intrusion process in coastal aquifers'. Journal of Hydrologic Engineering, 12 (3):273-282. [DOI]
Journal Publication ResearchOnline@JCU
Chadalavada, Sreenivasulu; Datta, Bithin (2007) 'Dynamic optimal monitoring network design for transient transport of pollutants in groundwater aquifers'. Water Resources Management, 22 (6):651-670. [DOI]
Journal Publication ResearchOnline@JCU
Dhar, Anirban; Datta, Bithin (2007) 'Multiobjective design of dynamic monitoring networks for detection of groundwater pollution'. Journal of Water Resources Planning and Management, 133 (4):329-338. [DOI]
Journal Publication ResearchOnline@JCU
Dhar, A.; Datta, B. (2006) 'Chance constrained water quality management model for reservoir systems'. ISH Journal of Hydraulic Engineering, 12 (3):39-48.
Journal Publication ResearchOnline@JCU
Singh, Raj Mohan; Datta, Bithin (2006) 'Identification of groundwater pollution sources using GA-based linked simulation optimization model'. Journal of Hydrologic Engineering, 11 (2):101-109. [DOI]
Journal Publication ResearchOnline@JCU
Bhattacharjya, Rajib Kumar; Datta, Bithin (2005) 'Optimal management of coastal aquifers using linked simulation optimization approach'. Water Resource Management, 19 (3):295-320. [DOI]
Journal Publication ResearchOnline@JCU
Singj, Raj Mohan; Datta, Bithin (2004) 'Groundwater pollution source identification and simultaneous parameter estimation using pattern matching by artificial neural network'. Enviromental Forensics, 5 :143-153. [DOI]
Journal Publication ResearchOnline@JCU
Singh, Raj Mohan; Datta, Bithin; Jain, Ashu (2004) 'Identification of unknown groundwater pollution sources using artificial neural networks'. Journal of Water Resources Planning and Management, 130 (6):506-514. [DOI]
Journal Publication ResearchOnline@JCU
Das, Amlan; Datta, Bithin (2001) 'Simulation of seawater intrusion in coastal aquifers: Some typical responses'. Sadhana, 26 (4):317-352. [DOI]
Journal Publication ResearchOnline@JCU
Das, Amlan; Datta, Bithin (2001) 'Application of optimisation techniques in groundwater quantity and quality management'. Sadhana, 26 (4):293-316. [DOI]
Journal Publication ResearchOnline@JCU
Mahar, Pooran Singh; Datta, Bithin (2001) 'Optimal identification of ground-water pollution sources and parameter estimation'. Journal of Water Resources Planning and Management, 127 (1):20-29. [DOI]
Journal Publication ResearchOnline@JCU
Ramesh, R.; Datta, Bithin; Bhallamudi, S. Murty; Narayana, A. (2000) 'Optimal estimation of roughness in open-channel flows'. Journal of Hydrologic Engineering, 126 (4):299-303. [DOI]
Journal Publication ResearchOnline@JCU
Mahar, Pooran S.; Datta, Bithin (2000) 'Identification of pollution sources in transient groundwater systems'. Water Resources Management, 14 (3):209-227. [DOI]
Journal Publication ResearchOnline@JCU
Das, Amlan; Datta, Bithin (1999) 'Development of management models for sustainable use of coastal aquifers'. Journal of Irrigation and Drainage Engineering, 125 (3):112-121. [DOI]
Journal Publication ResearchOnline@JCU
Das, Amlan; Datta, Bithin (1999) 'Development of multiobjective management models for coastal aquifers'. Journal of Water Resources Planning and Management, 125 (2):76-87. [DOI]
Journal Publication ResearchOnline@JCU
Mahar, Pooran Singh; Datta, Bithin (1997) 'Optimal monitoring network and ground-water-pollution source identification'. Journal of Water Resources Planning and Management, 123 (4):199-207. [DOI]
Journal Publication ResearchOnline@JCU
Datta, Bithin; Dhiman, Sanjay D. (1996) 'Chance-constrained optimal monitoring network design for pollutants in ground water'. Journal of Water Resources Planning and Management, 122 (3):180-188. [DOI]
Journal Publication ResearchOnline@JCU
Keshari, Ashok K.; Datta, Bithin (1996) 'Integrated optimal management of ground-water pollution and withdrawal'. Ground Water, 34 (1):104-113. [DOI]
Journal Publication ResearchOnline@JCU
Keshari, Ashok K.; Datta, Bithin (1996) 'Multiobjective management of a contaminated aquifer for agricultural use'. Water Resource Management, 10 (5):373-395. [DOI]
Journal Publication ResearchOnline@JCU
Peralta, Richard C.; Datta, Bithin (1990) 'Reconnaissance-level alternative optimal ground-water use starategies'. Journal of Water Resources Planning and Management, 116 (5):676-692. [DOI]
Journal Publication ResearchOnline@JCU
Datta, Bithin; Peralta, Richard C. (1986) 'Interactive computer graphics-based multiobjective decision-making for regional groundwater management'. Agricultural Water Management, 11 (2):91-116. [DOI]
Journal Publication ResearchOnline@JCU
Datta, Bithin; Lettenmaier, Dennis P. (1985) 'A nonlinear time-variant constrained model for rainfall-runoff'. Journal of Hydrology, 77 (1-4):1-18. [DOI]
Journal Publication ResearchOnline@JCU
Datta, Bithin; Houck, Mark H. (1984) 'A stochastic optimization model for real-time operation of reservoirs using uncertain forecasts'. Water Resources Research, 20 (8):1039-1046. [DOI]
Journal Publication Open Access ResearchOnline@JCU
Datta, Bithin; Burges, Stephen J. (1984) 'Short-term, single, multiple-purpose reservoir operation: importance of loss functions and forecast errors'. Water Resources Research, 20 (9):1167-1176. [DOI]
Journal Publication Open Access ResearchOnline@JCU
Houck , Mark H.; Datta, Bithin (1981) 'Performance evaluation of a stochastic optimization model for reservoir design and management with explicit reliability criteria'. Water Resources Research, 17 (4):827-832. [DOI]
Journal Publication Open Access ResearchOnline@JCU
Esfahani, Hamed K.; Heggie, Adrian; Datta, Bithin (2022) 'Integrated Sequential Groundwater Contaminant Source Characterization and Pareto-Optimal Monitoring Network Design Application for a Contaminated Aquifer Site' Journal of Water Resource and Protection, 14 :542-570. [DOI]
Journal Contribution Open Access ResearchOnline@JCU
Datta, Bithin; Kourakos, George (2015) 'Preface: Optimization for groundwater characterization and management' Hydrogeology Journal, 23 (6) :1043-1049. [DOI]
Journal Contribution ResearchOnline@JCU
Amirabdollahian, Mahsa; Datta, Bithin (2015) 'Reliability evaluation of groundwater contamination source characterization under uncertain flow field' International Journal of Environmental Science and Development, 6 (7) :512-518. [DOI]
Journal Contribution Open Access ResearchOnline@JCU
Prakash, Om; Datta, Bithin (2014) 'Characterization of groundwater pollution sources with unknown release time history' Journal of Water Resource and Protection, 6 (4) :337-350. [DOI]
Journal Contribution Open Access ResearchOnline@JCU
Amirabdollahian, Mahsa; Datta, Bithin (2013) 'Identification of contaminant source characteristics and monitoring network design in groundwater aquifers: an overview' Journal of Environmental Protection, 4 (5A) :26-41. [DOI]
Journal Contribution Open Access ResearchOnline@JCU
Sreekanth, J.; Datta, Bithin (2012) 'Comment on Artificial neural network model as a potential alternative for groundwater salinity forecasting by Pallavi Banerjee et al. [J. Hydrol. 398 (2011) 212–220]' Journal of Hydrology, 420-421 :419-420. [DOI]
Journal Contribution ResearchOnline@JCU
Datta, Bithin; Harikrishna, V. (2005) 'Optimization applications in water resources systems engineering' Directions, 2005 :57-63.
Journal Contribution Open Access ResearchOnline@JCU
Datta, Bithin (2002) 'Discussion of :identification of contaminant source location and release history in aquifers by Mustafa M. Aral, Jiabao Guan, and Morris L. Maslia' Journal of Hydrologic Engineering, 7 (5) :399-400. [DOI]
Journal Contribution ResearchOnline@JCU
Roy, Dilip Kumar; Datta, Bithin (2020) Springer Proceedings in Mathematics and Statistics Solution of large-scale multi-objective optimization models for saltwater intrusion control in coastal aquifers utilizing ANFIS based linked meta-models for computational feasibility and efficiency Kolkata, India, [DOI]
Conference Publication ResearchOnline@JCU
Hazrati-Yadkoori, Shahrbanoo; Datta, Bithin (2019) ADVANCES IN COMPUTER COMMUNICATION AND COMPUTATIONAL SCIENCES, VOL 1 . In: Bhatia, Sanjiv K.;Tiwari, Shailesh;Mishra, Krishn K.;Trivedi, Munesh C eds. Characterization of groundwater contaminant sources by utilizing MARS based surrogate model linked to optimization model Patong, Thailand, [DOI]
Conference Publication ResearchOnline@JCU
Lal, Alvin; Datta, Bithin (2018) IEEE Xplore Genetic programming and Gaussian Process Regression models for groundwater salinity prediction: machine learning for sustainable water resources management Long Beach, CA, USA, [DOI]
Conference Publication ResearchOnline@JCU
Roy, Dilip Kumar; Datta, Bithin (2018) IEEE Xploire Selection of meta-models to predict saltwater intrusion in coastal aquifers using entropy weight based decision theory Long Beach, CA, USA, [DOI]
Conference Publication ResearchOnline@JCU
Roy, Dilip Kumar; Datta, Bithin (2018) IEEE Xplore Reliability based management of coastal aquifers using heterogeneous ensemble of meta-models Long Beach, CA, USA, [DOI]
Conference Publication ResearchOnline@JCU
Al-Juboori, Muqdad; Datta, Bithin (2017) 13th Hydraulics in Water Engineering Conference Influence of hydraulic conductivity and its anisotropy ratio on the optimum hydraulic design of water retaining structures founded on permeable soils Sydney, NSW, Australia,
Conference Publication ResearchOnline@JCU
Roy, Dilip Kumar; Datta, Bithin (2017) World Environmental and Water Resources Congress 2017: bearing knowledge for sustainability . In: Dunn, Christopher N.;Van Weele, Brian eds. Optimal management of groundwater extraction to control saltwater intrusion in multi-layered coastal aquifers using ensembles of adaptive neuro-fuzzy inference system Sacramento, CA, USA, [DOI]
Conference Publication ResearchOnline@JCU
Esfahani, Hamed; Datta, Bithin (2015) CleanUp 2015: 6th International Contaminated Site Remediation Conference Simulation of complex geochemical processes in contaminated aquifer sites using surrogate models as approximate simulators Melbourne, VIC, Australia,
Conference Publication ResearchOnline@JCU
Sreekanth, J.; Datta, Bithin (2011) Proceedings: 9TH SYMPOSIUM ON GROUNDWATER HYDROLOGY, QUALITY, AND MANAGEMENT . In: Beighley, R. Edward;Kilgore, Mark W eds. Wavelet and cross-wavelet analysis of groundwater quality signals of saltwater intruded coastal aquifers Palm Springs, CA, USA, [DOI]
Conference Publication ResearchOnline@JCU
Singh, Deepesh; Datta, Bithin (2010) 17th IAHR-APD Congress 2010 . In: Melville, Bruce;De Costa, Gregory;Swann, Tony eds. Sequential characterization of contaminant plumes using designed monitoring network Auckland, New Zealand,
Conference Publication ResearchOnline@JCU
Arnold, Uwe; Datta, Bithin; Haenscheid, Peter (1989) Third Scientific Assembly of the International Association of Hydrological Sciences: New Directions for Surface Water Modeling Intelligent geographic information systems (IGIS) and surface water modeling Baltimore, MD, USA,
Conference Publication ResearchOnline@JCU
Al-Juboori, Muqdad; Datta, Bithin (2017) ICEWRE 2017: 19th International Conference on Environmental and Water Resources Engineering Artificial neural network modeling and genetic algorithm based optimization of hydraulic design related to seepage under concrete gravity dams on permeable soils Melbourne, VIC, Australia, .
Conference Contribution ResearchOnline@JCU
Datta, Bithin; Prakash, Om; Amirabdollahian, Mahsa; Jha, Manish K.; Esfahani, Hamed K.; Hayford, Michael S.; Screenivasulu, Chadalavada; Naidu, Ravi (2015) CleanUp 2015: 6th International Contaminated Site Remediation Conference Recent developments in identification of unknown contamination sources and monitoring network design for contaminated groundwater systems Melbourne, VIC, Australia, .
Conference Contribution ResearchOnline@JCU
Esfahani, Hamed K.; Datta, Bithin (2015) 2nd IWA Malaysia Young Water Professionals Conference Approximate simulation of complex geochemical transport processes by genetic programming based surrogate models with application to a closed down mine site in Queensland Australia Kuala Lumpur, Malaysia, .
Conference Contribution ResearchOnline@JCU
Sreekanth, Janardhanan; Datta, Bithin (2010) Groundwater 2010 Multi-objective management models for optimal and sustainable use of coastal aquifers Canberra, ACT, Australia, .
Conference Contribution Open Access ResearchOnline@JCU
Singh, Deepesh; Datta, Bithin (2021) 'Sequential Characterization of Contaminant Plumes Using Feedback Information' In: Singh, Deepesh, and Datta, Bithin (2021) Sequential Characterization of Contaminant Plumes Using Feedback Information. In: Chauhan, Manvendra Singh, and Ojha, Chandra Shekar Prasad, (eds.) The Ganga River Basin: A Hydrometeorological Approach. Society of Earth Scientists Series . Springer, Cham, Switzerland, pp. 21-35(Eds.). The Ganga River Basin: A Hydrometeorological Approach. Cham, Switzerland : Springer. [DOI]
Lal, Alvin; Datta, Bithin (2021) 'Robust ensemble modeling paradigm for groundwater salinity predictions in complex aquifer systems' In: Lal, Alvin, and Datta, Bithin (2021) Robust ensemble modeling paradigm for groundwater salinity predictions in complex aquifer systems. In: Pande, Chaitanya Baliram, and Moharir, Kanak N., (eds.) Groundwater Resources Development and Planning in the Semi-Arid Region. Springer, Cham, Switzerland, pp. 53-72(Eds.). Groundwater Resources Development and Planning in the Semi-Arid Region. Cham, Switzerland : Springer. [DOI]
Altavini de Abreu, Carolina; Ribeiro de Araujo, Renata; Datta, Bithin (2020) 'Simulation of nitrate concentrations in the Willamette river, northwestern of the Oregon State, United States' In: Altavini de Abreu, Carolina, Ribeiro de Araujo, Renata, and Datta, Bithin (2020) Simulation of nitrate concentrations in the Willamette river, northwestern of the Oregon State, United States. In: Seolin Dias, Leonice, and Medina Benini, Sandra, (eds.) Sustentabilidade em bacias hidrograficas: conhecimento, inovagao e tecnologias em recursos hfdricos. Associao Amigos da Natureza da Alta Paulista, Sao Paulo, Brazil, pp. 153-164(Eds.). Sustentabilidade em bacias hidrograficas: conhecimento, inovagao e tecnologias em recursos hfdricos. Sao Paulo, Brazil : Associao Amigos da Natureza da Alta Paulista.
Singh, Deepesh; Datta, Bithin (2016) 'Linked optimization model for groundwater monitoring network design' In: Singh, Deepesh, and Datta, Bithin (2016) Linked optimization model for groundwater monitoring network design. In: Sarma, Arup K., Singh, Vijay P., Kartha, Suresh A., and Bhattacharjya, Rajib K., (eds.) Urban Hydrology, Watershed Management and Socio-Economic Aspects. Water Science and Technology Library, 73 . Springer, Cham, Switzerland, pp. 107-125(Eds.). Urban Hydrology, Watershed Management and Socio-Economic Aspects. Cham, Switzerland : Springer.
Esfahani, Hamed Koohpayehzadeh; Datta, Bithin (2015) 'Use of genetic programming based surrogate models to simulate complex geochemical transport processes in contaminated mine sites' In: Esfahani, Hamed Koohpayehzadeh, and Datta, Bithin (2015) Use of genetic programming based surrogate models to simulate complex geochemical transport processes in contaminated mine sites. In: Gandomi, Amir H., Alavi, Amir H., and Ryan, Conor, (eds.) Handbook of Genetic Programming Applications. Springer, New York, NY, USA, pp. 359-379(Eds.). Handbook of Genetic Programming Applications. New York, NY, USA : Springer. [DOI]
Datta, Bithin; Prakash, Om; Sreekanth, Janardhanan (2014) 'Application of genetic programming models incorporated in optimization models for contaminated groundwater systems management' In: Datta, Bithin, Prakash, Om, and Sreekanth, Janardhanan (2014) Application of genetic programming models incorporated in optimization models for contaminated groundwater systems management. In: Tantar, Alexandru-Adrian, Tantar, Emilia, Sun, Jian-Qiao, Zhang, Wei, Ding, Qian, Schütze, Oliver, Emmerich, Michael, Legrand, Pierrick, Del Moral, Pierre, and Coello Coello, Carlos A., (eds.) EVOLVE: a bridge between probability, set oriented numerics, and evolutionary computation V. Advances in Intelligent Systems and Computing, 288 . Springer, New York, NY, USA, pp. 183-199(Eds.). EVOLVE: a bridge between probability, set oriented numerics, and evolutionary computation V. New York, NY, USA : Springer. [DOI]
Sreekanth, J.; Datta, Bithin (2012) 'Genetic programming: efficient modeling tool in hydrology and groundwater management' In: Sreekanth, J., and Datta, Bithin (2012) Genetic programming: efficient modeling tool in hydrology and groundwater management. In: Ventura, Sebastian, (ed.) New Genetic Programming- New Approaches and Successful Applications. InTech, Rijeka, Croatia, pp. 227-240(Eds.). New Genetic Programming- New Approaches and Successful Applications. Rijeka, Croatia : InTech. [DOI]
Book Chapter Open Access ResearchOnline@JCU
Jha, Manish; Datta, Bithin (2012) 'Application of simulated annealing in water resources management: optional solution of groundwater contamination source characterization problem and monitoring network design problems' In: Jha, Manish, and Datta, Bithin (2012) Application of simulated annealing in water resources management: optional solution of groundwater contamination source characterization problem and monitoring network design problems. In: Sales Guera Tsuzuki, Marcos de, (ed.) Simulated Annealing- Single and Multiple Objective Problems. InTech, Rijeka, Croatia, pp. 157-174(Eds.). Simulated Annealing- Single and Multiple Objective Problems. Rijeka, Croatia : InTech. [DOI]
Book Chapter Open Access ResearchOnline@JCU
Datta, Bithin; Dhar, Anirban (2011) 'Density dependent flows, saltwater intrusion and management' In: Datta, Bithin, and Dhar, Anirban (2011) Density dependent flows, saltwater intrusion and management. In: Aral, Mustafa M., and Taylor, Stewart W., (eds.) Groundwater Quantity and Quality Management. American Society of Civil Engineers, Reston, Virginia, USA, pp. 394-429(Eds.). Groundwater Quantity and Quality Management. Reston, Virginia, USA : American Society of Civil Engineers.
Datta, B.; Kavvas, M. Levent; Orlob, G.T. (1991) 'Application of AI Techniques for Identification of Unknown Groundwater Pollution Sources' In: Datta, B., Kavvas, M. Levent, and Orlob, G.T. (1991) Application of AI Techniques for Identification of Unknown Groundwater Pollution Sources. In: Wrobel, L.C, and Brebbia, C.A, (eds.) Water Pollution: Modelling, Measuring and Prediction. Springer, Dordrecht, NLD, pp. 73-89(Eds.). Water Pollution: Modelling, Measuring and Prediction. Dordrecht, NLD : Springer. [DOI]