Land-use land-cover classification by machine learning classifiers for satellite observations—A review

S Talukdar, P Singha, S Mahato, S Pal, YA Liou… - Remote sensing, 2020 - mdpi.com
Rapid and uncontrolled population growth along with economic and industrial development,
especially in develo** countries during the late twentieth and early twenty-first centuries …

Flood susceptibility modeling in Teesta River basin, Bangladesh using novel ensembles of bagging algorithms

S Talukdar, B Ghose, Shahfahad, R Salam… - … Research and Risk …, 2020 - Springer
The flooding in Bangladesh during monsoon season is very common and frequently
happens. Consequently, people have been experiencing tremendous damage to properties …

[HTML][HTML] Modeling fragmentation probability of land-use and land-cover using the bagging, random forest and random subspace in the Teesta River Basin …

S Talukdar, KU Eibek, S Akhter, SK Ziaul… - Ecological …, 2021 - Elsevier
Land-use and land-cover (LULC) changes have become a crucial issue that urgently needs
to be addressed due to global environmental change. Many studies have employed remote …

[HTML][HTML] Assessing habitat suitability for wintering geese by using Normalized Difference Water Index (NDWI) in a large floodplain wetland, China

J Teng, S ** by integrating image fusion techniques and ensemble machine learning classifiers
J Mallick, S Talukdar, S Pal, A Rahman - Ecological Informatics, 2021 - Elsevier
Among all the natural features, wetlands are the most difficult to map and monitor because of
their complicated morphology, ie, their diverse shapes and sizes, ranging from open …

Damming effects on hydrological abundance and eco-hydrological alteration in upstream wetlands of Eastern Himalaya

S Mahato, G Pukhrambam, PK Joshi - Journal of Cleaner Production, 2023 - Elsevier
The effects of dams on hydrological conditions and ecological functioning of wetlands
downstream are less well studied. Rivers and wetlands are vital environmental elements …

Measuring dam induced alteration in water richness and eco-hydrological deficit in flood plain wetland

R Khatun, S Talukdar, S Pal, S Kundu - Journal of Environmental …, 2021 - Elsevier
Along with wetland loss, the damming effect on hydrological modification in wetland is
another less debated and challenging topic, which needs to have urgent attention. The …

Novel hybrid models to enhance the efficiency of groundwater potentiality model

S Talukdar, J Mallick, SK Sarkar, SK Roy… - Applied Water …, 2022 - Springer
The present study aimed to create novel hybrid models to produce groundwater potentiality
models (GWP) in the Teesta River basin of Bangladesh. Six ensemble machine learning …