Evidence map›Paper›PMID 39833286›Full record

ArticleScientific reports2025

The influence of land surface temperature on Ghana's climate variability and implications for sustainable development.

Collins Oduro, Kenny Thiam Choy Lim Kam Sian, Daniel Fiifi Tawia Hagan, Hassen Babaousmail, Brian Odhiambo Ayugi, Yanjuan Wu, Tatenda Dalu, Naicheng Wu

Abstract read
In one paragraph

Article in Scientific reports, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing 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

3 citing papers in PubMed.

  1. Article
  2. Article
  3. Article
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

8 authors.

Collins OduroDepartment of Geography and Spatial Information Techniques, School of Civil and Environmental Engineering and Geography Science, Ningbo University, Ningbo, 315211, China.
Kenny Thiam Choy Lim Kam SianSchool of Atmospheric Science and Remote Sensing, Wuxi University, Wuxi, 214105, China.
Daniel Fiifi Tawia HaganHydro-Climate Extremes Lab, Ghent University, Ghent, 9000, Belgium.
Hassen BabaousmailSchool of Atmospheric Science and Remote Sensing, Wuxi University, Wuxi, 214105, China.
Brian Odhiambo AyugiNanyuki Hub, Kenya, Wyss Academy for Nature at University of Bern, Switzerland, Muthaiga 1 lane, Nanyuki, 10400, Kenya.
Yanjuan WuDepartment of Geography and Spatial Information Techniques, School of Civil and Environmental Engineering and Geography Science, Ningbo University, Ningbo, 315211, China.
Tatenda DaluAquatic Systems Research Group, School of Biology and Environmental Sciences, University of Mpumalanga, Nelspruit, 1200, South Africa.
Naicheng WuDepartment of Geography and Spatial Information Techniques, School of Civil and Environmental Engineering and Geography Science, Ningbo University, Ningbo, 315211, China. naichengwu88@gmail.com.

Funding

National Natural Science Foundation of China 52279068, 42350410434National Research Foundation 138206
6 · The paper itself

Abstract

Climate change poses significant global challenges, especially in the West African sub-region, with high temperature and precipitation patterns variability, threatening socio-economic stability and ecosystem health. While global factors such as greenhouse gases and oceanic circulations shape regional climates, this study focuses on the understudied role of local climatic variables in influencing near-surface air temperature (NST) in Ghana from 1981 to 2020. Based on ground observations, our findings reveal significant correlations between land surface temperature (LST) and NST before and after the identified breakpoint year of 2001. Additionally, we observe a reduction in precipitation post-2001. We also identify LST as the primary driver of NST and precipitation changes based on cause-effect analysis of multiple factors. Specifically, higher LST leads to decreased precipitation and increased NST, contributing to the increasing trend of NST over the last two decades. The insights are vital for developing targeted adaptation strategies, including integrated land and water management, sustainable agriculture, and effective interventions, directly supporting the United Nations Sustainable Development Goals (SDG) 13 (Climate Action) and SDG 15 (Life on Land). Moreover, the study provides evidence for promoting climate-smart agriculture to ensure food security (SDG 2). By integrating these findings into climate adaptation frameworks, policymakers and stakeholders can better address the unique challenges posed by climate variability in Ghana, ensuring more resilient and sustainable environmental management.

Indexed as

climate change adaptationland surface temperaturemultivariate causality analysisnear–surface temperatureprecipitationsustainable development goals

Identifiers

PMID39833286
PMCPMC11746929

What OpenQuestion holds

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LicenceCC BY-NC-ND
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Registered trials

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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.