ArticleNature communications2019
State-of-the-art global models underestimate impacts from climate extremes.
Article in Nature communications, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 41 papers, 1 of them a synthesis that pooled 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.
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
41 citing papers in PubMed, 1 synthesis or guideline pooled it.
- Association between temperature and mortality: a multi-city time series study in Sichuan Basin, southwest China.Environmental health and preventive medicine · 2024Pooled it
- Refined crop modelling reveals intensifying impacts of droughts and heatwaves on global wheat productivity.Nature food · 2026Article
- Vulnerability to high temperature shapes global warming impacts on rice yield.Science advances · 2026Article
- Anthropogenic climate change accelerates the onset of global flood timing.Nature communications · 2026Article
- Archeological data with AI- and physics-based modeling explain typhoon-induced disasters in inland China around 3000 yr B.P.Science advances · 2026Article
- Temperature thresholds of extreme heat-induced yield loss in maize and soybean reveal geographic heterogeneity across the Northern Hemisphere.Nature food · 2026Article
- Effects of extreme temperature and humidity on COPD mortality: A multi-county study in Chongqing, China.Preventive medicine reports · 2026Article
- Marine heatwaves are transforming Western mediterranean marine ecosystems.Scientific reports · 2026Article
- Exposed yet unmapped: evidence of differential flood exposure in deprived urban areas using citizen science.npj urban sustainability · 2026Article
- Revegetation re-carbonizes soil: Patterns, mechanisms, and challenges.Fundamental research · 2026Review
- The 30 m land cover dataset for capturing land cover changes induced by ecological restoration from 1990 to 2022 on the Chinese Loess Plateau.Scientific data · 2025Article
- Identification of degradation risk areas and delineation of key ecological function areas in Qinling region.Scientific reports · 2025Article
- Article
- Multiple climate-related stressors in the tropics and beneficial changes in northern latitudes will mostly have emerged before 2050.PloS one · 2025Article
- Article
- Mitigating nitrogen losses with almost no crop yield penalty during extremely wet years.Science advances · 2024Article
- Exploring interactions between socioeconomic context and natural hazards on human population displacement.Nature communications · 2023Article
- Host-Parasitoid Phenology, Distribution, and Biological Control under Climate Change.Life (Basel, Switzerland) · 2023Review
- Detect and attribute the extreme maize yield losses based on spatio-temporal deep learning.Fundamental research · 2023Article
- Sustainable irrigation and climate feedbacks.Nature food · 2023Review
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
50 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Global impact models represent process-level understanding of how natural and human systems may be affected by climate change. Their projections are used in integrated assessments of climate change. Here we test, for the first time, systematically across many important systems, how well such impact models capture the impacts of extreme climate conditions. Using the 2003 European heat wave and drought as a historical analogue for comparable events in the future, we find that a majority of models underestimate the extremeness of impacts in important sectors such as agriculture, terrestrial ecosystems, and heat-related human mortality, while impacts on water resources and hydropower are overestimated in some river basins; and the spread across models is often large. This has important implications for economic assessments of climate change impacts that rely on these models. It also means that societal risks from future extreme events may be greater than previously thought.
Identifiers
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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.