プロフィール詳細

プロジェクトを作成

★★★★★

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★★★★★

☆☆☆☆☆

Dr. Madhumita S.に依頼

India

Hydrologist | GIS, Remote sensing and Groundwater Modelling

プロフィール概要

I am a hydrologist with a strong interest in applying GIS and remote sensing techniques to solve real-world environmental and agricultural problems. My work focuses on groundwater systems, watershed analysis and agro-environmental assessment using spatial data and satellite observations. My approach emphasizes - reproducible and well-documented workflows; clear and structured outputs suitable for research and reports; scientific interpretation. I would be happy to discuss your project and explore how my expertise can support your work.

専門分野

• ★ Earth & Atmospheric Science
• ★ Geographic Information Systems (GIS)
• ★ Hydrology
• ☆ Agricultural Engineering
• ☆ Remote Sensing
• ☆ Environmental Engineering and Technology
• ☆ Biogeochemistry
• ☆ Climate Science
• ☆ R

サービス

• Research
• Consulting
• Data & AI

Research Scientific and Technical Research, Systematic Literature Review, Secondary Data Collection

Consulting Scientific and Technical Consulting

Data & AI Predictive Modeling, Statistical Analysis

職務経験

University of Sheffield

- 現在

Research Associate

Odisha University of Agriculture and Technology

7月 2022 - 3月 2023

Assistant Professor

Gandhi Institute for Technology

12月 2020 - 11月 2021

Visiting Researcher

University of Alaska Fairbanks

8月 2019 - 8月 2020

Project Officer

Indian Institute of Technology Kharagpur

1月 2018 - 8月 2019

学歴

PhD (School of Water Resources)

Indian Institute of Technology Kharagpur

7月 2013 - 12月 2017

Master of Technology (Land and Water Resources Engineering) (Department of Agricultural and Food Engineering)

Indian Institute of Technology Kharagpur

7月 2011 - 7月 2013

B. Tech. (Agricultural Engineering)

Odisha University of Agriculture and Technology

8月 2007 - 7月 2011

認定資格

• 認定資格の詳細は未入力です。

出版物

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). Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 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. Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 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). Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 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). Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 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). Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 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). Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 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). Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 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). Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 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. Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 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. Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 1303-1315.

Madhumita Sahoo, Anirban Dhar, Satiprasad Sahoo(2015). Identification of groundwater potential zones considering water quality aspect . Environmental Earth Sciences. 74. (7). Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 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). Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 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). Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 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). Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 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). Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 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