Evidence map›Paper›PMID 41659170›Full record

ArticleRegional environmental change2026

Relative importance of climate versus socio-environmental development changes to 2050 in rural coastal Bangladesh-a system analysis.

Attila N Lázár, Robert J Nicholls, Craig W Hutton, Andres Payo, Helen Adams, Anisul Haque, Derek Clarke, Mashfiqus Salehin, Alistair Hunt, Andrew Allan and 3 more

Abstract read
In one paragraph

Article in Regional environmental change, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

13 authors.

Attila N LázárSchool of Geography and Environmental Science, University of Southampton, Southampton, SO17 1BJ UK.
Robert J NichollsTyndall Centre for Climate Research, University of East Anglia, Norwich, NR4 7TJ UK.ORCID 0000-0002-9715-1109
Craig W HuttonSchool of Geography and Environmental Science, University of Southampton, Southampton, SO17 1BJ UK.
Andres PayoBritish Geological Survey, Keyworth, Nottingham, NG12 5GG UK.
Helen AdamsDepartment of Geography, King's College London, London, WC2B 4BG UK.
Anisul HaqueBangladesh University of Engineering and Technology, Dhaka, 1000 Bangladesh.
Derek ClarkeSchool of Engineering, Faculty of Physical Sciences and Engineering, University of Southampton, Southampton, SO16 7QF UK.
Mashfiqus SalehinBangladesh University of Engineering and Technology, Dhaka, 1000 Bangladesh.
Alistair HuntEconomics, University of Bath, Bath, BA2 7AY UK.
Andrew AllanUNESCO Centre for Water Law, Policy and Science, University of Dundee, Dundee, DD1 4HN UK.
W Neil AdgerFaculty of Environment, Science and Economy, University of Exeter, Exeter, EX4 4RJ UK.
M Munsur RahmanBangladesh University of Engineering and Technology, Dhaka, 1000 Bangladesh.
Roland SmithTyndall Centre for Climate Research, University of East Anglia, Norwich, NR4 7TJ UK.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Climate change and development are having a profound influence on the integrity of coastal Bangladesh's people, economy and ecology with climate change widely considered the dominant driver. Our bespoke integrated assessment model (IAM) simulates these changes for rural areas by coupling physical models with economic models, considering shocks like cyclone landfalls, and utilising substantial primary/secondary datasets and stakeholder-derived future scenarios. As such, this study assesses the Bangladesh coastal system's sensitivity to climate change and policy decisions to 2050. The IAM results suggest that flooding and salinisation have high sensitivity to climatic and environmental drivers, and agricultural productivity is strongly dependent on farming methods and investment in better crop varieties to counteract these changes. Inequality, poverty and GDP per capita are more sensitive to non-climatic drivers. Nonetheless, extreme climatic conditions do impact livelihoods due to economic damage with variable effects across different household types. At least over the next 25 years, development choices (i.e. concrete adaptation actions) will have a similar if not stronger influence on livelihoods and economic wellbeing in rural coastal Bangladesh than climate-driven environmental change. This IAM approach supports decision makers to identify sustainable development pathways that address both current socio-environmental vulnerability as well as develop a more climate-resilient future. Supplementary Information: The online version contains supplementary material available at 10.1007/s10113-025-02511-9.

Indexed as

Climate changeCoastal adaptationHuman wellbeingIntegrated assessment modelPolicy options

Identifiers

PMID41659170
PMCPMC12881032

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.