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Profile Details
Subject Matter Expertise
Services
Research
Scientific and Technical Research,
Systematic Literature Review,
Secondary Data Collection
Consulting
Scientific and Technical Consulting
Data & AI
Predictive Modeling,
Statistical Analysis
Work Experience
University of Sheffield
- Present 
Research Associate
Odisha University of Agriculture and Technology
July 2022 - March 2023
Assistant Professor
Gandhi Institute for Technology
December 2020 - November 2021
Visiting Researcher
University of Alaska Fairbanks
August 2019 - August 2020
Project Officer
Indian Institute of Technology Kharagpur
January 2018 - August 2019
Education
PhD (School of Water Resources)
Indian Institute of Technology Kharagpur
July 2013 - December 2017
Master of Technology (Land and Water Resources Engineering) (Department of Agricultural and Food Engineering)
Indian Institute of Technology Kharagpur
July 2011 - July 2013
B. Tech. (Agricultural Engineering)
Odisha University of Agriculture and Technology
August 2007 - July 2011
Certifications
- Certification details not provided.
Publications
JOURNAL ARTICLE
Madhumita Sahoo, Domenico Baù, Steven F. Thornton (2025). Review of nitrogen cycling in temperate winter soil under climate change . Environmental Science and Pollution Research.
N L Kushwaha, M Sahoo, N Biwalkar(2025). Machine learning approaches for assessing groundwater quality and its implications for water conservation in the sub-tropical capital region of India . Water Conservation Science and Engineering. 10. (1). Springer Science and Business Media LLC
Madhumita Sahoo, Paul Bentley, Andrew Smith, Paul Blackbourn, Kieren Howarth, Domenico Bau, Steven Thornton (2025). A laboratory-scale physical model for freeze–thaw studies in soil columns under simulated climate change conditions . Environmental Science and Pollution Research.
M Sahoo, P Bentley, A Smith, P Blackbourn, K Howarth, D Bau, S Thornton(2025). A laboratory-scale physical model for freeze–thaw studies in soil columns under simulated climate change conditions . Environmental Science and Pollution Research. 32. (9). p. 5293--5301. Springer Science and Business Media LLC
Madhumita Sahoo, Alireza Moghaddam Nia, Debasmita Misra, Mahsa Hasanpour Kashani, Mohsen Ghafari, Marzieh Ghodsi, Mohammad Tahmoures, Somayeh Taheri, Maryam Sadat Jaafarzadeh (2023). Runoff and Sediment Yield Processes in a Tropical Eastern Indian River Basin: A Multiple Machine Learning Approach . Land.
Madhumita Sahoo, Alireza Moghaddam Nia, Debasmita Misra, Mahsa Hasanpour Kashani, Mohsen Ghafari, Marzieh Ghodsi, Mohammad Tahmoures, Somayeh Taheri, Maryam Sadat Jaafarzadeh (2023). Runoff and Sediment Yield Processes in a Tropical Eastern Indian River Basin: A Multiple Machine Learning Approach . Land.
Madhumita Sahoo(2022). Winter soil temperature and its effect on soil nitrate Status: A Support Vector Regression-based approach on the projected impacts . CATENA. 211. p. 105958. Elsevier {BV}
Madhumita Sahoo(2022). Winter soil temperature and its effect on soil nitrate Status: A Support Vector Regression-based approach on the projected impacts . Catena. 211. (105958). p. 105958--105958. Elsevier BV
Madhumita Sahoo and Anirban Dhar and Aman Kasot and Amlanjyoti Kar(2018). Space-Time Cokriging Approach for Groundwater-Level Prediction with Multiattribute Multiresolution Satellite Data. Journal of Hydrologic Engineering. 23. (7). p. 05018012. American Society of Civil Engineers ({ASCE})
Madhumita Sahoo, Anirban Dhar, Aman Kasot, Amlanjyoti Kar (2018). Space-Time Cokriging Approach for Groundwater-Level Prediction with Multiattribute Multiresolution Satellite Data. Journal of Hydrologic Engineering.
Madhumita Sahoo, Anirban Dhar, Aman Kasot, Amlanjyoti Kar(2018). Space-Time Cokriging Approach for Groundwater-Level Prediction with Multiattribute Multiresolution Satellite Data. Journal of Hydrologic Engineering - ASCE. 23. (7). American Society of Civil Engineers (ASCE)
Madhumita Sahoo and Aman Kasot and Anirban Dhar and Amlanjyoti Kar(2018). On Predictability of Groundwater Level in Shallow Wells Using Satellite Observations . Water Resources Management. 32. (4). p. 1225--1244. Springer Science and Business Media {LLC}
Madhumita Sahoo, Aman Kasot, Anirban Dhar, Amlanjyoti Kar (2018). On Predictability of Groundwater Level in Shallow Wells Using Satellite Observations . Water Resources Management.
Madhumita Sahoo, Aman Kasot, Anirban Dhar, Amlanjyoti Kar(2018). On Predictability of Groundwater Level in Shallow Wells Using Satellite Observations . Water Resources Management. 32. (4). p. 1225--1244. Springer Science and Business Media LLC
Madhumita Sahoo, Tanmoy Das, Komal Kumari, Anirban Dhar(2017). Space–time forecasting of groundwater level using a hybrid soft computing model . Hydrological Sciences Journal. 62. (4). p. 561--574. Informa UK Limited
Sahoo, M., Das, T., Kumari, K., Dhar, A.(2017). Space–time forecasting of groundwater level using a hybrid soft computing model . Hydrological Sciences Journal. 62. (4). p. 561-574.
Madhumita Sahoo, Satiprasad Sahoo, Anirban Dhar, Biswajeet Pradhan(2016). Effectiveness evaluation of objective and subjective weighting methods for aquifer vulnerability assessment in urban context . Journal of Hydrology. 541. p. 1303--1315. Elsevier BV
Sahoo, M., Sahoo, S., Dhar, A., Pradhan, B.(2016). Effectiveness evaluation of objective and subjective weighting methods for aquifer vulnerability assessment in urban context . Journal of Hydrology. 541. p. 1303-1315.
Madhumita Sahoo, Anirban Dhar, Satiprasad Sahoo(2015). Identification of groundwater potential zones considering water quality aspect . Environmental Earth Sciences. 74. (7). p. 5663--5675. Springer Science and Business Media LLC
Dhar, A., Sahoo, S., Sahoo, M.(2015). Identification of groundwater potential zones considering water quality aspect . Environmental Earth Sciences. 74. (7). p. 5663-5675.
Madhumita Sahoo, Anirban Dhar, Satiprasad Sahoo, Saumava Dey(2014). Evaluation of Recharge and Groundwater Dynamics of a Shallow Alluvial Aquifer in Central Ganga Basin, Kanpur (India) . Natural Resources Research. 23. (4). p. 409--422. Springer Science and Business Media LLC
Dhar, A., Sahoo, S., Dey, S., Sahoo, M.(2014). Evaluation of Recharge and Groundwater Dynamics of a Shallow Alluvial Aquifer in Central Ganga Basin, Kanpur (India) . Natural Resources Research. 23. (4). p. 409-422.
Madhumita Sahoo, Alireza Moghaddam Nia, Debasmita Misra, Mahsa Hasanpour Kashani, Mohsen Ghafari, Marzieh Ghodsi, Mohammad Tahmoures, Somayeh Taheri, Maryam Sadat Jaafarzadeh Runoff and Sediment Yield Processes in a Tropical Eastern Indian River Basin: A Multiple Machine Learning Approach . Land. 12. (8). p. 1565--1565. MDPI AG
PREPRINT
Madhumita Sahoo, Steven Thornton, Domenico Baú (2025). Quick Freeze-Thaw Cycles enable Rapid Solute Movement in Vertical Soil Columns  .
Madhumita Sahoo, Debasmita Misra (2020). Impact of Change in Soil Thermal Gradient on the Fate of Soil Nitrogen .
OTHER
Madhumita Sahoo, Steven Thornton, Domenico Baú(2025). Quick Freeze-Thaw Cycles enable Rapid Solute Movement in Vertical Soil Columns  .
Madhumita Sahoo, Debasmita Misra(2020). Impact of Change in Soil Thermal Gradient on the Fate of Soil Nitrogen .
BOOK CHAPTER
Madhumita Sahoo (2022). Evaluation of machine learning-based modeling approaches in groundwater quantity and quality prediction . Advances in Remediation Techniques for Polluted Soils and Groundwater.
Madhumita Sahoo(2022). Chapter 5 Evaluation of machine learning-based modeling approaches in groundwater quantity and quality prediction . 87--103Elsevier
Ratings and Comments
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