Table · dataset · 2026
Supplementary file 1_Climatic suitability assessment of pistachio (Pistacia vera L.) under current and future climate scenarios in the Mediterranean Region.docx
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<p>Rapid Mediterranean warming and changing rainfall regimes are altering the climatic limits of perennial nut crops, yet basin-scale evidence for pistachio (Pistacia vera L.) remains limited.
Description
This study mapped current climatic suitability across the Mediterranean Basin and quantified its projected redistribution. After screening 19 bioclimatic variables and slope, 96 MaxEnt configurations were evaluated using four-fold spatial cross-validation.
The final model retained annual mean temperature, annual precipitation and precipitation seasonality, and achieved a partitioned-background AUC of 0.886 ± 0.034 and a continuous Boyce index of 0.762 ± 0.134. Projections from five CMIP6 GCMs were generated under SSP2-4.5 and SSP3-7.0 for 2021–2040, 2041–2060 and 2081–2100. Annual precipitation contributed 69.8% of permutation importance, with a marginal response maximum near 405 mm; annual mean temperature showed highest suitability at approximately 15.1–16.6 °C. Currently, high and very high suitability covered 9.8% of the 8,469,574 km² domain, while 17.3% exceeded the occurrence-derived threshold.
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Ensemble-median suitable area increased in every scenario and period, reaching 23.5% under SSP2-4.5 and 23.4% under SSP3-7.0 by 2081–2100. The increase occurred mainly in low and moderate suitability, whereas high suitability remained within 3.8% of its current extent. Gains were concentrated across France, northern Iberia, the Po basin, the Balkans and central Anatolia, at mean elevations 157–237 m above the current suitable distribution.
Concurrently, 22.7–38.9% of currently suitable land was lost, mainly along the Atlas belt and Levantine corridor. Agreement among all five GCMs declined from 88.2–90.2% of ensemble suitable area in 2021–2040 to 67.3% under late-century SSP3-7.0. Projected net expansion therefore masks substantial geographical turnover and erosion of southern suitable areas.
Adaptation will require cultivar, rootstock and water-management responses in established regions, while emerging northern areas require site-specific evaluation of soils, water and pollination constraints.</p>
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- DOI doi.org/10.3389/fagro.2026.1965432 ↗
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