Modelling Shifts and Contraction of Seed Zones in Two Mexican Pine Species by Using Molecular Markers

A seed zone or provenance region is an area within which plants can be moved with little risk of maladaptation because of the low environmental variation. Delineation of seed zones is of great importance for commercial plantations and reforestation and restoration programs. In this study, we used AF...

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Main Authors: Sergio Leonel Simental-Rodriguez, Alberto Pérez-Luna, José Ciro Hernández-Díaz, Juan Pablo Jaramillo-Correa, Carlos A. López-Sánchez, Lluvia Flores-Rentería, Artemio Carrillo-Parra, Christian Wehenkel
Format: Article
Language:English
Published: MDPI AG 2021-05-01
Series:Forests
Subjects:
Online Access:https://www.mdpi.com/1999-4907/12/5/570
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author Sergio Leonel Simental-Rodriguez
Alberto Pérez-Luna
José Ciro Hernández-Díaz
Juan Pablo Jaramillo-Correa
Carlos A. López-Sánchez
Lluvia Flores-Rentería
Artemio Carrillo-Parra
Christian Wehenkel
author_facet Sergio Leonel Simental-Rodriguez
Alberto Pérez-Luna
José Ciro Hernández-Díaz
Juan Pablo Jaramillo-Correa
Carlos A. López-Sánchez
Lluvia Flores-Rentería
Artemio Carrillo-Parra
Christian Wehenkel
author_sort Sergio Leonel Simental-Rodriguez
collection DOAJ
description A seed zone or provenance region is an area within which plants can be moved with little risk of maladaptation because of the low environmental variation. Delineation of seed zones is of great importance for commercial plantations and reforestation and restoration programs. In this study, we used AFLP markers associated with environmental variation for locating and delimiting seed zones for two widespread and economically important Mexican pine species (<i>Pinus arizonica</i> Engelm. and <i>P. durangensis</i> Martínez), both based on recent climate conditions and under a predicted climate scenario for 2030 (Representative Concentration Pathway of ~4.5 Wm<sup>−2</sup>). We expected to observe: (i) associations between seed zones and local climate, soil and geographical factors, and (ii) a meaning latitudinal shift of seed zones, along with a contraction of species distributions for the period 1990–2030 in a northward direction. Some AFLP outliers were significantly associated with spring and winter precipitation, and with phosphorus concentration in the soil. According to the scenario for 2030, the estimated species and seed zone distributions will change both in size and position. Our modeling of seed zones could contribute to reducing the probabilities of maladaptation of future reforestations and plantations with the pine species studied.
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spelling doaj.art-5cd3e24988c645c0a0fdc815715f01be2023-11-21T18:09:22ZengMDPI AGForests1999-49072021-05-0112557010.3390/f12050570Modelling Shifts and Contraction of Seed Zones in Two Mexican Pine Species by Using Molecular MarkersSergio Leonel Simental-Rodriguez0Alberto Pérez-Luna1José Ciro Hernández-Díaz2Juan Pablo Jaramillo-Correa3Carlos A. López-Sánchez4Lluvia Flores-Rentería5Artemio Carrillo-Parra6Christian Wehenkel7Programa Institucional de Doctorado en Ciencias Agropecuarias y Forestales, Universidad Juárez del Estado de Durango, Durango 34000, MexicoPrograma Institucional de Doctorado en Ciencias Agropecuarias y Forestales, Universidad Juárez del Estado de Durango, Durango 34000, MexicoInstituto de Silvicultura e Industria de la Madera, Universidad Juárez del Estado de Durango, Durango 34120, MexicoInstituto de Ecología, Universidad Nacional Autónoma de México, Mexico City 04510, MexicoSMartForest Group, Department of Biology of Organisms and Systems, Mieres Polytechnic School, University of Oviedo, Campus Universitario de Mieres, C/Gonzalo Gutiérrez Quirós S/N, 33600 Mieres, SpainDepartment of Biology, San Diego State University, San Diego, CA 92182, USAInstituto de Silvicultura e Industria de la Madera, Universidad Juárez del Estado de Durango, Durango 34120, MexicoInstituto de Silvicultura e Industria de la Madera, Universidad Juárez del Estado de Durango, Durango 34120, MexicoA seed zone or provenance region is an area within which plants can be moved with little risk of maladaptation because of the low environmental variation. Delineation of seed zones is of great importance for commercial plantations and reforestation and restoration programs. In this study, we used AFLP markers associated with environmental variation for locating and delimiting seed zones for two widespread and economically important Mexican pine species (<i>Pinus arizonica</i> Engelm. and <i>P. durangensis</i> Martínez), both based on recent climate conditions and under a predicted climate scenario for 2030 (Representative Concentration Pathway of ~4.5 Wm<sup>−2</sup>). We expected to observe: (i) associations between seed zones and local climate, soil and geographical factors, and (ii) a meaning latitudinal shift of seed zones, along with a contraction of species distributions for the period 1990–2030 in a northward direction. Some AFLP outliers were significantly associated with spring and winter precipitation, and with phosphorus concentration in the soil. According to the scenario for 2030, the estimated species and seed zone distributions will change both in size and position. Our modeling of seed zones could contribute to reducing the probabilities of maladaptation of future reforestations and plantations with the pine species studied.https://www.mdpi.com/1999-4907/12/5/570RDAgene-environment associationslocuswaikato environment for knowledge analysisWorldClim
spellingShingle Sergio Leonel Simental-Rodriguez
Alberto Pérez-Luna
José Ciro Hernández-Díaz
Juan Pablo Jaramillo-Correa
Carlos A. López-Sánchez
Lluvia Flores-Rentería
Artemio Carrillo-Parra
Christian Wehenkel
Modelling Shifts and Contraction of Seed Zones in Two Mexican Pine Species by Using Molecular Markers
Forests
RDA
gene-environment associations
locus
waikato environment for knowledge analysis
WorldClim
title Modelling Shifts and Contraction of Seed Zones in Two Mexican Pine Species by Using Molecular Markers
title_full Modelling Shifts and Contraction of Seed Zones in Two Mexican Pine Species by Using Molecular Markers
title_fullStr Modelling Shifts and Contraction of Seed Zones in Two Mexican Pine Species by Using Molecular Markers
title_full_unstemmed Modelling Shifts and Contraction of Seed Zones in Two Mexican Pine Species by Using Molecular Markers
title_short Modelling Shifts and Contraction of Seed Zones in Two Mexican Pine Species by Using Molecular Markers
title_sort modelling shifts and contraction of seed zones in two mexican pine species by using molecular markers
topic RDA
gene-environment associations
locus
waikato environment for knowledge analysis
WorldClim
url https://www.mdpi.com/1999-4907/12/5/570
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