Spatiotemporal map** of rice acreage and productivity growth in Bangladesh

MA Al Mamun, SAI Nihad, MR Sarker, MAR Sarkar… - Plos one, 2024 - journals.plos.org
Technological advancements have long played crucial roles in rice productivity and food
security in Bangladesh. Seasonal variation over time and regional differences in rice …

Forecasting of meteorological drought using ensemble and machine learning models

CB Pande, LM Sidek, AM Varade, I Elkhrachy… - Environmental Sciences …, 2024 - Springer
This study highlights drought forecasting for understanding the semi-arid area in India,
where drought phenomena play vital role in the irrigation, drinking water supplies, and …

Delineating the drought vulnerability zones in Bangladesh

SK Sarkar, S Das, RR Rudra, KMM Ekram, M Haydar… - Scientific Reports, 2024 - nature.com
The research aims to explore the vulnerability of Bangladesh to drought by considering a
comprehensive set of twenty-four factors, classified into four major categories …

Integrating deep learning algorithms for forecasting evapotranspiration and assessing crop water stress in agricultural water management

M Rahman, MM Hasan, MA Hossain, UK Das… - Journal of …, 2025 - Elsevier
The increasing impacts of climate change on global agriculture necessitate the development
of advanced predictive models for efficient water management in crop fields. This study aims …

[HTML][HTML] A deep learning perspective on meteorological droughts prediction in the Mun River Basin, Thailand

M Waqas, PT Hliang, P Dechpichai, A Wangwongchai - AIP Advances, 2024 - pubs.aip.org
Accurate drought prediction is crucial for enhancing resilience and managing water
resources. Develo** robust forecasting models and understanding the variables …

A comparative study of machine learning models for predicting Aman rice yields in Bangladesh

T Islam, T Mazumder, MNS Roni, MS Nur - Heliyon, 2024 - cell.com
Aman rice, a major staple crop in Bangladesh, is cultivated during the monsoon season and
is highly dependent on climatic conditions such as rainfall and temperature. This study aims …

Temperature variability and its effect on seasonal yield of rice in Bangladesh: a long-term trend assessment

MA Al Mamun, MAR Sarkar, MR Sarker… - Cogent Food & …, 2025 - Taylor & Francis
Bangladesh, an agriculturally reliant and climate-vulnerable country, requires real-time
quantification of climatic variables, such as temperature, to sustain food security. However …

Interdependency analysis between Precipitation and Temperature in Bangladesh: A copula-based approach

MMH Prodhan, MB Islam - Theoretical and Applied Climatology, 2025 - Springer
Climate change presents a significant challenge to global ecosystems and human well-
being, primarily through alterations in temperature and precipitation patterns. Bangladesh is …

[PDF][PDF] Weather forecasting using machine learning techniques: Rainfall and temperature analysis

A Hussain, A Aslam, S Tripura, VI Dhanawat, V Shinde - Preprints, 2024 - preprints.org
Heavy rains result in significant threats to human health and life. Floods and other natural
disasters, which have a global impact annually, can be attributed to extended periods of …

Assessment of future climate change over the north-west region of Bangladesh using SDSM and CanESM2 under RCP scenarios

MM Rana, SK Adhikary, MB Islam… - Arabian Journal of …, 2024 - Springer
The frequency of extreme hydrologic events such as floods, storm surges, droughts, heat
waves, extreme precipitation, and other similar occurrences has been increasing in …