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Article

Spatial Patterns of CMIP6-Projected Climate Change Across Andean–Amazonian Ecoregions of Northeastern Peru

by
Annie Verenice Challco Hihui
1,2,*,
Diego Portalanza
3,4,
Eduardo Ignacio Alava
2,5 and
Héctor Vladimir Vásquez Pérez
1,2,*
1
Programa Doctoral en Ciencias Para el Desarrollo Sustentable, Escuela de Posgrado, Facultad de Ingeniería Zootecnista, Agronegocios y Biotecnología, Universidad Nacional Toribio Rodríguez de Mendoza de Amazonas, Chachapoyas 01001, Peru
2
Laboratorio de Agrostología, Instituto de Investigación en Ganadería y Biotecnología (IGBI), Facultad de Ingeniería Zootecnista, Agronegocios y Biotecnología, Universidad Nacional Toribio Rodríguez de Mendoza de Amazonas, Chachapoyas 01001, Peru
3
Center of Natural and Exact Sciences, Department of Physics, Federal University of Santa Maria, Av. Roraima, 1000, Santa Maria 97105-340, Brazil
4
Facultad de Ciencias Agrarias, Universidad Agraria del Ecuador (UAE), Av. 25 de Julio, Guayaquil 090104, Ecuador
5
Facultad de Ciencias de la Vida, Escuela Superior Politécnica del Litoral (ESPOL), Campus Prosperina, Km 30.5 Via Perimetral, Guayaquil 090902, Ecuador
*
Authors to whom correspondence should be addressed.
Land 2026, 15(9), 1745; https://doi.org/10.3390/land15091745 (registering DOI)
Submission received: 13 August 2026 / Revised: 14 September 2026 / Accepted: 16 September 2026 / Published: 18 September 2026
(This article belongs to the Special Issue Landscape Restoration and Ecosystem Resilience)

Abstract

The Andean–Amazonian transition zone in northeastern Peru is one of the most climatically diverse and complex regions in South America, yet knowledge of its ecoregions under climate change remains limited. This study assessed projected changes in mean annual temperature, accumulated annual precipitation, and incident solar radiation in the Amazonas department using an ensemble of five global climate models from the Coupled Model Intercomparison Project Phase 6 (CMIP6) under the Shared Socioeconomic Pathway (SSP) 2-4.5 and SSP5-8.5 scenarios for the periods 2031–2060 and 2071–2100. Historical data from the NASA Earth Exchange Global Daily Downscaled Projections (NEX-GDDP-CMIP6) were used to analyze the spatial distribution of climate, climate anomalies, variability among ecoregions, and inter-model variability. The results show a generalized temperature increase across the department, with average anomalies between 1.20 and 3.96 °C, while precipitation increased between 3.93 and 16.59%, but with greater spatial heterogeneity and inter-model variability. Solar radiation showed moderate changes, with increases of up to 2.07 W m−2 toward the end of the century. Ecoregions maintained their climatic differences, but the largest relative increase in precipitation was projected for montane grasslands and shrublands. Temperature showed the greatest agreement in the direction of projected change among models, while precipitation and solar radiation showed greater inter-model variability. These results provide spatially explicit climate information that can contribute to land-use planning, ecosystem conservation, and the design of regional climate change adaptation strategies in the Andean–Amazonian transition zone. These findings may also provide useful climate information for landscape restoration planning and for assessing future ecosystem responses to changing climatic conditions.
Keywords: climate change; CMIP6; Andean–Amazonian transition; ecoregions; spatial variability; climate uncertainty; ecosystem resilience; land management climate change; CMIP6; Andean–Amazonian transition; ecoregions; spatial variability; climate uncertainty; ecosystem resilience; land management
Graphical Abstract

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MDPI and ACS Style

Challco Hihui, A.V.; Portalanza, D.; Alava, E.I.; Vásquez Pérez, H.V. Spatial Patterns of CMIP6-Projected Climate Change Across Andean–Amazonian Ecoregions of Northeastern Peru. Land 2026, 15, 1745. https://doi.org/10.3390/land15091745

AMA Style

Challco Hihui AV, Portalanza D, Alava EI, Vásquez Pérez HV. Spatial Patterns of CMIP6-Projected Climate Change Across Andean–Amazonian Ecoregions of Northeastern Peru. Land. 2026; 15(9):1745. https://doi.org/10.3390/land15091745

Chicago/Turabian Style

Challco Hihui, Annie Verenice, Diego Portalanza, Eduardo Ignacio Alava, and Héctor Vladimir Vásquez Pérez. 2026. "Spatial Patterns of CMIP6-Projected Climate Change Across Andean–Amazonian Ecoregions of Northeastern Peru" Land 15, no. 9: 1745. https://doi.org/10.3390/land15091745

APA Style

Challco Hihui, A. V., Portalanza, D., Alava, E. I., & Vásquez Pérez, H. V. (2026). Spatial Patterns of CMIP6-Projected Climate Change Across Andean–Amazonian Ecoregions of Northeastern Peru. Land, 15(9), 1745. https://doi.org/10.3390/land15091745

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