ArticleNature communications2022
Global exposure to flood risk and poverty.
Article in Nature communications, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 13 papers.
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.
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.
Who cites it
13 citing papers in PubMed.
- Warming accelerates drought-flood oscillations and stratifies socioeconomic exposure.PNAS nexus · 2026Article
- Interpretable machine learning framework for urban flood susceptibility assessment: a multi-model comparison with spatial heterogeneity analysis in Yancheng.Scientific reports · 2026Article
- Compound flood simulations indicate rising public exposure to sewage-contaminated waters in Waikīkī, Hawai'i.Scientific reports · 2026Article
- Developing a novel hybrid model based on GRU deep neural network and Whale optimization algorithm for precise forecasting of river's streamflow.Scientific reports · 2025Article
- Examining Truth Regimes Reveals How Local Communities View Flooding and River Management in the Lower Missouri River Basin, USA.Environmental management · 2025Article
- The role of climate and population change in global flood exposure and vulnerability.Nature communications · 2025Article
- Hospitalization risks associated with floods in a multi-country study.Nature water · 2025Article
- Geospatial Mapping and Meteorological Flood Risk Assessment: A Global Research Trend Analysis.Environmental management · 2025Article
- Bracing for impact: how shifting precipitation extremes may influence physical climate risks in an uncertain future.Scientific reports · 2024Article
- Article
- Glacial lake outburst floods threaten millions globally.Nature communications · 2023Article
- Flood Hazard Zoning of Upper Awash River Basin, Ethiopia, Using the Analytical Hierarchy Process (AHP) as Compared to Sensitivity Analysis.TheScientificWorldJournal · 2023Article
- Flood risk prediction and modeling in Bauchi: Leveraging machine learning models and explainable AI for urban resilience.The journal of climate change and healthArticle
Corrections and comments
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Authors and funding
1 author.
Funding
No grant is acknowledged in the PubMed record.
Abstract
PubMed holds no abstract for this paper.
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What OpenQuestion holds
Registered trials
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.