Effects of climate change on the potential species richness of mesoamerican forests

The realized species richness of tropical forests cannot yet be reliably mapped at a regional scale due to lack of systematically collected data. An estimate of the potential species richness (PSR), however, can be produced through the use of species distribution modelling. PSR is interpretable as a climatically determined upper limit to observed species richness. We mapped current PSR and future PSR under climate change scenarios for Mesoamerica by combining the spatial distributions of 2000 tree species as predicted by generalized additive models built from herbaria records and climate layers. An explanatory regression tree was used to extract conditional rules describing the relationship between PSR and climate. The results were summarized by country, ecoregion and protected area status in order to investigate current and possible future variability in PSR in the context of regional biodiversity conservation. Length of the dry season was found to be the key determinant of PSR. Protected areas were found to have higher median PSR values than unprotected areas in most of the countries within the study area. Areas with exceptionally high PSR, however, remain unprotected throughout the region. Neither changes in realized species richness nor extinctions will necessarily follow changes in modelled PSR under climate change. However model output suggests that an increase in temperature of around 3°C, combined with a 20 percent decrease in rainfall could lead to a widespread reduction of around 15 percent of current PSR, with values of up to 40 percent in some moist lower montane tropical forests. The modelled PSR of dry forest ecoregions was found to be relatively stable. Some cooler upper montane forests in northern Mesoamerica, where few species of tropical origin are currently found, may gain PSR if species are free to migrate.

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Bibliographic Details
Main Authors: Golicher, Duncan John Doctor autor/a 7182, Cayuela Delgado, Luis Doctor autor/a 15073, Newton, Adrian C. autor/a 14005
Format: Texto biblioteca
Language:eng
Subjects:Bosques tropicales, Cambio climático, Espacios naturales protegidos, Distribución geográfica, Artfrosur,
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id KOHA-OAI-ECOSUR:5147
record_format koha
institution ECOSUR
collection Koha
country México
countrycode MX
component Bibliográfico
access En linea
databasecode cat-ecosur
tag biblioteca
region America del Norte
libraryname Sistema de Información Bibliotecario de ECOSUR (SIBE)
language eng
topic Bosques tropicales
Cambio climático
Espacios naturales protegidos
Distribución geográfica
Artfrosur
Bosques tropicales
Cambio climático
Espacios naturales protegidos
Distribución geográfica
Artfrosur
spellingShingle Bosques tropicales
Cambio climático
Espacios naturales protegidos
Distribución geográfica
Artfrosur
Bosques tropicales
Cambio climático
Espacios naturales protegidos
Distribución geográfica
Artfrosur
Golicher, Duncan John Doctor autor/a 7182
Cayuela Delgado, Luis Doctor autor/a 15073
Newton, Adrian C. autor/a 14005
Effects of climate change on the potential species richness of mesoamerican forests
description The realized species richness of tropical forests cannot yet be reliably mapped at a regional scale due to lack of systematically collected data. An estimate of the potential species richness (PSR), however, can be produced through the use of species distribution modelling. PSR is interpretable as a climatically determined upper limit to observed species richness. We mapped current PSR and future PSR under climate change scenarios for Mesoamerica by combining the spatial distributions of 2000 tree species as predicted by generalized additive models built from herbaria records and climate layers. An explanatory regression tree was used to extract conditional rules describing the relationship between PSR and climate. The results were summarized by country, ecoregion and protected area status in order to investigate current and possible future variability in PSR in the context of regional biodiversity conservation. Length of the dry season was found to be the key determinant of PSR. Protected areas were found to have higher median PSR values than unprotected areas in most of the countries within the study area. Areas with exceptionally high PSR, however, remain unprotected throughout the region. Neither changes in realized species richness nor extinctions will necessarily follow changes in modelled PSR under climate change. However model output suggests that an increase in temperature of around 3°C, combined with a 20 percent decrease in rainfall could lead to a widespread reduction of around 15 percent of current PSR, with values of up to 40 percent in some moist lower montane tropical forests. The modelled PSR of dry forest ecoregions was found to be relatively stable. Some cooler upper montane forests in northern Mesoamerica, where few species of tropical origin are currently found, may gain PSR if species are free to migrate.
format Texto
topic_facet Bosques tropicales
Cambio climático
Espacios naturales protegidos
Distribución geográfica
Artfrosur
author Golicher, Duncan John Doctor autor/a 7182
Cayuela Delgado, Luis Doctor autor/a 15073
Newton, Adrian C. autor/a 14005
author_facet Golicher, Duncan John Doctor autor/a 7182
Cayuela Delgado, Luis Doctor autor/a 15073
Newton, Adrian C. autor/a 14005
author_sort Golicher, Duncan John Doctor autor/a 7182
title Effects of climate change on the potential species richness of mesoamerican forests
title_short Effects of climate change on the potential species richness of mesoamerican forests
title_full Effects of climate change on the potential species richness of mesoamerican forests
title_fullStr Effects of climate change on the potential species richness of mesoamerican forests
title_full_unstemmed Effects of climate change on the potential species richness of mesoamerican forests
title_sort effects of climate change on the potential species richness of mesoamerican forests
work_keys_str_mv AT golicherduncanjohndoctorautora7182 effectsofclimatechangeonthepotentialspeciesrichnessofmesoamericanforests
AT cayueladelgadoluisdoctorautora15073 effectsofclimatechangeonthepotentialspeciesrichnessofmesoamericanforests
AT newtonadriancautora14005 effectsofclimatechangeonthepotentialspeciesrichnessofmesoamericanforests
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spelling KOHA-OAI-ECOSUR:51472024-03-12T13:02:29ZEffects of climate change on the potential species richness of mesoamerican forests Golicher, Duncan John Doctor autor/a 7182 Cayuela Delgado, Luis Doctor autor/a 15073 Newton, Adrian C. autor/a 14005 textengThe realized species richness of tropical forests cannot yet be reliably mapped at a regional scale due to lack of systematically collected data. An estimate of the potential species richness (PSR), however, can be produced through the use of species distribution modelling. PSR is interpretable as a climatically determined upper limit to observed species richness. We mapped current PSR and future PSR under climate change scenarios for Mesoamerica by combining the spatial distributions of 2000 tree species as predicted by generalized additive models built from herbaria records and climate layers. An explanatory regression tree was used to extract conditional rules describing the relationship between PSR and climate. The results were summarized by country, ecoregion and protected area status in order to investigate current and possible future variability in PSR in the context of regional biodiversity conservation. Length of the dry season was found to be the key determinant of PSR. Protected areas were found to have higher median PSR values than unprotected areas in most of the countries within the study area. Areas with exceptionally high PSR, however, remain unprotected throughout the region. Neither changes in realized species richness nor extinctions will necessarily follow changes in modelled PSR under climate change. However model output suggests that an increase in temperature of around 3°C, combined with a 20 percent decrease in rainfall could lead to a widespread reduction of around 15 percent of current PSR, with values of up to 40 percent in some moist lower montane tropical forests. The modelled PSR of dry forest ecoregions was found to be relatively stable. Some cooler upper montane forests in northern Mesoamerica, where few species of tropical origin are currently found, may gain PSR if species are free to migrate.The realized species richness of tropical forests cannot yet be reliably mapped at a regional scale due to lack of systematically collected data. An estimate of the potential species richness (PSR), however, can be produced through the use of species distribution modelling. PSR is interpretable as a climatically determined upper limit to observed species richness. We mapped current PSR and future PSR under climate change scenarios for Mesoamerica by combining the spatial distributions of 2000 tree species as predicted by generalized additive models built from herbaria records and climate layers. An explanatory regression tree was used to extract conditional rules describing the relationship between PSR and climate. The results were summarized by country, ecoregion and protected area status in order to investigate current and possible future variability in PSR in the context of regional biodiversity conservation. Length of the dry season was found to be the key determinant of PSR. Protected areas were found to have higher median PSR values than unprotected areas in most of the countries within the study area. Areas with exceptionally high PSR, however, remain unprotected throughout the region. Neither changes in realized species richness nor extinctions will necessarily follow changes in modelled PSR under climate change. However model output suggests that an increase in temperature of around 3°C, combined with a 20 percent decrease in rainfall could lead to a widespread reduction of around 15 percent of current PSR, with values of up to 40 percent in some moist lower montane tropical forests. The modelled PSR of dry forest ecoregions was found to be relatively stable. Some cooler upper montane forests in northern Mesoamerica, where few species of tropical origin are currently found, may gain PSR if species are free to migrate.Adobe Acrobat profesional 6.0 o superiorBosques tropicalesCambio climáticoEspacios naturales protegidosDistribución geográficaArtfrosurDisponible en líneaBiotropicaDisponible para usuarios de ECOSUR con su clave de acceso