Evidence map›Paper›PMID 42432103›Full record

ArticleScientific reports2026

Future changes in climate suitability, yields, and calorie optimization of four global staple food crops.

Lucia Mumo, Christian L E Franzke, Vecchia P Ravinandrasana, Moses Ojara, June-Yi Lee

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. Not yet cited in PubMed.

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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

5 authors.

Lucia MumoResearch Center for Climate Sciences, Pusan National University, Busan, Republic of Korea.
Christian L E FranzkeCenter for Climate Physics, Institute for Basic Science, Busan, Republic of Korea. christian.franzke@pusan.ac.kr.ORCID 0000-0003-4111-1228
Vecchia P RavinandrasanaCenter for Climate Physics, Institute for Basic Science, Busan, Republic of Korea.
Moses OjaraGreen Life Research Initiative Uganda Limited, Namulonge‑Nabalanga, P.O. BOX 114739, Wakiso, Uganda.
June-Yi LeeResearch Center for Climate Sciences, Pusan National University, Busan, Republic of Korea.

Funding

Institute for Basic Science (IBS) IBS-R028-D1National Research Fund of Korea No. RS-2024-00416848
6 · The paper itself

Abstract

Achieving "zero hunger," the second sustainable development goal, is challenging due to climate change, weather and climate extremes, and unabated human population growth. Understanding likely changes in spatial crop suitability and yield for maize, rice, wheat, and soybean using the FAO-Ecocrop and eXtreme Gradient Boosting (XGBoost) models is imperative for sustainable agri-food systems. Our results reveal a northward shift in climate suitability as the optimal and suitable regions decrease and the unsuitable and marginal areas expand more profoundly in the far future (2061-2100) than in the near future (2021-2060) relative to the 1970-2000 baseline for all crops under all considered emission scenarios. Heterogeneous yield changes are observed in most parts of the globe, though with consistent regional outcomes. Across all emission scenarios, projections for all four staple food crops show spatially consistent declines in climate suitability and yield within major tropical producing zones, contrasted by yield gains in extratropical regions. Currently, rice can potentially be optimized in over 40% of the agricultural land, followed by wheat (30%), maize (25%), and soybeans under the integrated food systems. Future climate is anticipated to heterogeneously alter these land fractions by ~12%, ~8%, and ~13% in maize, rice, and wheat by the end of 21

Indexed as

Climate ChangeCrops, AgriculturalAgricultureFood SupplyGlycine maxHumansOryzaTriticumZea maysCalorieClimate changeClimate suitabilityFAO-EcocropXGBoost modelYield

Identifiers

PMID42432103
PMCPMC13534675

What OpenQuestion holds

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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.