Climatic Suitability Derived from Species Distribution Models Captures Community Responses to an Extreme Drought Episode

The differential responses of co-occurring species in rich communities to climate change—particularly to drought episodes—have been fairly unexplored. Species distribution models (SDMs) are used to assess changes in species suitability under environmental shifts, but whether they can portray populat...

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Published in:Ecosystems (New York) Vol. 22; no. 1; pp. 77 - 90
Main Authors: Navarro, María Ángeles Pérez, Sapes, Gerard, Batllori, Enric, Serra-Diaz, Josep Maria, Esteve, Miguel Angel, Lloret, Francisco
Format: Journal Article
Language:English
Published: New York Springer Science + Business Media 01-01-2019
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Abstract The differential responses of co-occurring species in rich communities to climate change—particularly to drought episodes—have been fairly unexplored. Species distribution models (SDMs) are used to assess changes in species suitability under environmental shifts, but whether they can portray population and community responses is largely undetermined, especially in relation to extreme events. Here we studied a shrubland community in SE Spain because this region constitutes an ecotone between the Mediterranean biome and subtropical arid areas, and it has recently suffered its driest hydrological year on record. We used four different modeling algorithms (Mahalanobis distance, GAM, BRT, and MAXENT) to estimate species’ climatic suitability before (1950–2000) and during the extreme drought. For each SDM, we related species’ climatic suitability with their remaining green canopy as a proxy for species resistance to drought. We consistently found a positive correlation between remaining green canopy and species’ climatic suitability before the event. This relationship supports the hypothesis of a higher vulnerability of populations living closer to their species’ limits of aridity tolerance. Contrastingly, climatic suitability during the drought did not correlate with remaining green canopy, likely because the exceptional episode led to almost zero suitability values. Overall, our approach highlights climatic niche modeling as a robust approach to standardizing and comparing the behavior of different co-occurring species facing strong climatic fluctuations. Although many processes contribute to resistance to climatic extremes, the results confirm the relevance of populations’ position in the species’ climatic niche for explaining sensitivity to climate change.
AbstractList The differential responses of co-occurring species in rich communities to climate change—particularly to drought episodes—have been fairly unexplored. Species distribution models (SDMs) are used to assess changes in species suitability under environmental shifts, but whether they can portray population and community responses is largely undetermined, especially in relation to extreme events. Here we studied a shrubland community in SE Spain because this region constitutes an ecotone between the Mediterranean biome and subtropical arid areas, and it has recently suffered its driest hydrological year on record. We used four different modeling algorithms (Mahalanobis distance, GAM, BRT, and MAXENT) to estimate species’ climatic suitability before (1950–2000) and during the extreme drought. For each SDM, we related species’ climatic suitability with their remaining green canopy as a proxy for species resistance to drought. We consistently found a positive correlation between remaining green canopy and species’ climatic suitability before the event. This relationship supports the hypothesis of a higher vulnerability of populations living closer to their species’ limits of aridity tolerance. Contrastingly, climatic suitability during the drought did not correlate with remaining green canopy, likely because the exceptional episode led to almost zero suitability values. Overall, our approach highlights climatic niche modeling as a robust approach to standardizing and comparing the behavior of different co-occurring species facing strong climatic fluctuations. Although many processes contribute to resistance to climatic extremes, the results confirm the relevance of populations’ position in the species’ climatic niche for explaining sensitivity to climate change.
The differential responses of co-occurring species in rich communities to climate changeparticularly to drought episodeshave been fairly unexplored. Species distribution models (SDMs) are used to assess changes in species suitability under environmental shifts, but whether they can portray population and community responses is largely undetermined, especially in relation to extreme events. Here we studied a shrubland community in SE Spain because this region constitutes an ecotone between the Mediterranean biome and subtropical arid areas, and it has recently suffered its driest hydrological year on record. We used four different modeling algorithms (Mahalanobis distance, GAM, BRT, and MAXENT) to estimate species' climatic suitability before (1950-2000) and during the extreme drought. For each SDM, we related species' climatic suitability with their remaining green canopy as a proxy for species resistance to drought. We consistently found a positive correlation between remaining green canopy and species' climatic suitability before the event. This relationship supports the hypothesis of a higher vulnerability of populations living closer to their species' limits of aridity tolerance. Contrastingly, climatic suitability during the drought did not correlate with remaining green canopy, likely because the exceptional episode led to almost zero suitability values. Overall, our approach highlights climatic niche modeling as a robust approach to standardizing and comparing the behavior of different co-occurring species facing strong climatic fluctuations. Although many processes contribute to resistance to climatic extremes, the results confirm the relevance of populations' position in the species' climatic niche for explaining sensitivity to climate change.
Audience Academic
Author Esteve, Miguel Angel
Sapes, Gerard
Serra-Diaz, Josep Maria
Lloret, Francisco
Navarro, María Ángeles Pérez
Batllori, Enric
Author_xml – sequence: 1
  givenname: María Ángeles Pérez
  surname: Navarro
  fullname: Navarro, María Ángeles Pérez
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  givenname: Gerard
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  givenname: Enric
  surname: Batllori
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  givenname: Josep Maria
  surname: Serra-Diaz
  fullname: Serra-Diaz, Josep Maria
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  givenname: Miguel Angel
  surname: Esteve
  fullname: Esteve, Miguel Angel
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  givenname: Francisco
  surname: Lloret
  fullname: Lloret, Francisco
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Issue 1
Keywords SDMs
drought resistance
niche
extreme climatic events
climatic suitability
dieback
Language English
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Snippet The differential responses of co-occurring species in rich communities to climate change—particularly to drought episodes—have been fairly unexplored. Species...
The differential responses of co-occurring species in rich communities to climate change-particularly to drought episodes-have been fairly unexplored. Species...
The differential responses of co-occurring species in rich communities to climate changeparticularly to drought episodeshave been fairly unexplored. Species...
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SubjectTerms Analysis
Animal behavior
Arid regions
Biodiversity and Ecology
Biomedical and Life Sciences
Biomes
Canopies
Climate change
Drought
Ecology
Environmental Management
Environmental Sciences
Extreme drought
Extreme values
Geoecology/Natural Processes
Global temperature changes
Hydrologic models
Hydrology
Hydrology/Water Resources
Life Sciences
Modelling
Niches
Original Articles
Plant Sciences
Populations
Species
Statistical analysis
Variation
Zoology
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Title Climatic Suitability Derived from Species Distribution Models Captures Community Responses to an Extreme Drought Episode
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Volume 22
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