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Peer-Reviewed Research

Publications & Research

Exploring the intersection of remote sensing, deep learning, and environmental science through data-driven research published in top-tier journals.

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Years Active

01 2026

Improving the Transferability of SAR-Derived Vegetation Indices for Crop Monitoring

HP Osei, AS Milas, MMT Alam

Environmental Challenges, 101411

New
02 2025

Optimizing Empirical and Hybrid Modeling for Advanced Canopy Chlorophyll and Nitrogen Retrieval Using EnMAP Data

MMT Alam, AS Milas, J Verrelst, Q Tian, AS Kripal, HP Osei, MA Rahman

Environmental Challenges 18, 101114

13 citations
03 2025

Dimensionality Optimized Machine Learning Retrieval of Canopy Chlorophyll, Nitrogen, and Phosphorus from Google Satellite Embeddings

MMT Alam, AS Milas

Smart Agricultural Technology 12, 101601

New
04 2025

Interpreting Hydrogeochemical Interactions and Controlling Processes in Groundwater Using Advanced Statistical Techniques in Dhaka, Bangladesh

M Tajwar, M Rahman, M Hasan, N Sakib, SS Shreya, MMT Alam, MY Gazi, ...

Cleaner Water 3, 100084

12 citations
05 2025

Statistical and Probabilistic Modeling of Groundwater Contamination: A Data-Driven Uncertainty and Risk Assessment in Barind Tract, Rajshahi, Bangladesh

MMT Alam, MO Sarker, M Rahman, N Sakib, M Tajwar, MY Gazi, ...

Journal of Trace Elements and Minerals 12, 100223

11 citations
06 2025

Quantification and Characterization of Microplastics in an Intertidal Gastropod the Common Periwinkle Littorina littorea

M Rahman, ME Hoque, Z Hasan, MMT Alam, M Jakaria, K Das, ...

Water Biology and Security, 100401

5 citations
07 2025

Geomorphic Index Alterations and Socioeconomic Implications: A Case Study of a Coastal River System in Bangladesh

S Goswami, MM Billah, MS Hossen, MH Ovi, SC Saha, MMT Alam, ...

Progress in Disaster Science, 100450

3 citations
08 2025

A Multi-Criteria Based Optimal Niche Analysis of Seasonal Productivity in the Bay of Bengal Using MODIS Data

MA Hasan, MMT Alam, MZA Razzak, AN Mayeesha

Remote Sensing Applications: Society and Environment, 101743

New
09 2024

Retrieval of Crop Canopy Chlorophyll: Machine Learning vs. Radiative Transfer Model

MMT Alam, A Simic Milas, M Gašparović, HP Osei

Remote Sensing 16 (12), 2058

21 citations
10 2024

Pollution Evaluation and Health Risks Assessment of Naturally Occurring Toxic Metals in Shallow Groundwater of Southwestern Tidal Delta of Bangladesh

M Tajwar, M Rahman, SS Shreya, N Sakib, MY Gazi, M Hasan, M Islam, ...

Journal of Trace Elements and Minerals 10, 100197

14 citations
11 2024

Spatiotemporal Distribution and Human Health Risks of Potential Toxic Elements in the Groundwater of the Lower Tista Floodplain, Rangpur, Bangladesh

MMT Alam, M Rahman, N Sakib, M Tajwar, MY Gazi, SS Shreya, A Zahid

Discover Water 4 (1), 127

11 citations
12 2024

Interlinkage of Sea Surface Temperature and Chlorophyll-a Concentration in Bay of Bengal Using Satellite Data

MA Hasan, MMT Alam, AN Mayeesha, MZA Razzak

2024 Ocean Sciences Meeting

1 citation
13 2024

Retrieval of Canopy Chlorophyll Content and Canopy Nitrogen Content from EnMAP Using Empirical Machine Learning and Hybrid Radiative Transfer Model

MMT Alam

Bowling Green State University (Thesis)

4 citations
14 2023

Machine Learning-Based Estimation of Canopy Chlorophyll Content in Crops from Multiple Satellite Images with Various Spatial Resolutions

MMT Alam, A Simic Milas

Geological Society of America Abstracts with Programs 55 (6)

4 citations
15 2022

Assessment of Shoreline Changes and the Groundwater Quality Along the Coast of Kuakata, Patuakhali, Bangladesh

S Goswami, SA Rahman, MMT Alam, M Rahman, MR Rafiq, MH Jaman, ...

Journal of Ecological Engineering 23 (7), 323-332

14 citations