ArticleScientific reports2026
Apple production under changing climate conditions in major producing countries.
Article in Scientific reports, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.
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
1 citing paper in PubMed.
- From pathogenesis to response: occurrence mechanisms, host resistance mechanisms, and management strategies of apple ring rot.Frontiers in microbiology · 2026Review
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
4 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Apples are a vital dietary resource supporting nutrition across diverse populations; however, global climate change increasingly disrupts apple production, posing growing risks to food security. This study examines the climate-related impacts on apple production in 13 major producing countries using advanced panel econometrics on 3120 observations from 1961Q1 to 2020Q4. The results indicate that elevated temperatures adversely affect apple production, whereas prolonged periods of heavy rainfall also reduce output in the major producing countries. In contrast, expansion of cultivated area and increased fertilizer use enhance apple production. Country-specific results show that, except for Guatemala, higher temperatures are associated with increased apple production, whereas rainfall effects vary across countries. Based on these findings, this study recommends strengthening government investment in research and extension services to support climate-adaptive apple farming. This policy intervention should prioritize improving farmers' access to climate-resilient technologies, promoting sustainable agricultural practices, and enhancing training to manage the effects of temperature variability and extreme rainfall.
Indexed as
Identifiers
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.