Evidence map›Paper›PMID 42215576›Full record

ArticleScientific reports2026

Apple production under changing climate conditions in major producing countries.

Robert Becker Pickson, Chenchen Zhao, Yaodan Hu, Elliot Boateng

Abstract read
In one paragraph

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.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. Review
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

4 authors.

Robert Becker PicksonSchool of Economics and Management, Jiujiang Polytechnic University of Science and Technology, Jiujiang, China. myselfpickson@yahoo.com.
Chenchen ZhaoSchool of Economics and Management, Jiujiang Polytechnic University of Science and Technology, Jiujiang, China.
Yaodan HuSchool of Economics and Management, Jiujiang Polytechnic University of Science and Technology, Jiujiang, China.
Elliot BoatengDepartment of Economics, Kwame Nkrumah University of Science and Technology, Kumasi, Ghana.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

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

AgricultureClimate ChangeMalusCrops, AgriculturalFertilizersRainTemperatureFertilizersApple-cultivated areaApple productionFertiliser consumptionRainfallTemperature

Identifiers

PMID42215576
PMCPMC13454273

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
Read underepoch 390

Registered trials

None linked

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.