Climate change and Ecotone boundaries: Insights from a cellular automata ecohydrology model in a Mediterranean catchment with topography controlled vegetation patterns
Caracciolo D, Noto LV, Istanbulluoglu E, Fatichi S, Zhou X. 2014. Climate change and Ecotone boundaries: Insights from a cellular automata ecohydrology model in a Mediterranean catchment with topography controlled vegetation patterns. Advances in Water Resources. 73, 159–175.
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Journal Article
| Published
| English
Scopus indexed
Author
Caracciolo, Domenico;
Noto, Leonardo Valerio;
Istanbulluoglu, Erkan;
Fatichi, SimoneISTA;
Zhou, Xiaochi
Abstract
Regions of vegetation transitions (ecotones) are known to be highly sensitive to climate fluctuations. In this study, the Cellular-Automata Tree Grass Shrub Simulator (CATGraSS) has been modified, calibrated and used with downscaled future climate scenarios to examine the role of climate change on vegetation patterns in a steep mountainous catchment (1.3 km2) located in Sicily, Italy. In the catchment, north-facing slopes are mostly covered by trees and grass, and south-facing slopes by Indian Fig opuntia and grass, with grasses dominating as elevation grows. CATGraSS simulates solar radiation, evapotranspiration, and soil moisture in space and time. Each model cell can hold a single plant type or can be bare soil. Plant competition is modeled explicitly through mortality and the establishment of individual plants in open spaces. In this study, CATGraSS is modified to account for heterogeneity in soil thickness and tested in the study catchment using the historical climate of the region. Predicted vegetation patterns are compared with those obtained from satellite images. Results of model under current climate underscore the importance of solar irradiance and soil thickness, especially in the uplands where soil is shallow, in determining vegetation composition over complex terrain. A stochastic weather generator is used to generate future climate change scenarios for the catchment by downscaling GCM realizations in space and time. Future increase in atmospheric CO2 concentration was considered through modifying the vegetation water use efficiency and stomatal resistance for our study site. Model results suggest that vegetation pattern is highly sensitive to temperature and rainfall variations provided by climate scenarios (30% reduction of the annual precipitation and a 2.8 °C increase of the mean annual temperature). Future climate change is predicted to bring a considerable reorganization of the plant composition following topographic patterns, leading to a decrease of trees cover at the expenses of a grass expansion, which will cause loss of landscape vegetation diversity.
Keywords
Publishing Year
Date Published
2014-11-01
Journal Title
Advances in Water Resources
Publisher
Elsevier
Volume
73
Page
159-175
ISSN
IST-REx-ID
Cite this
Caracciolo D, Noto LV, Istanbulluoglu E, Fatichi S, Zhou X. Climate change and Ecotone boundaries: Insights from a cellular automata ecohydrology model in a Mediterranean catchment with topography controlled vegetation patterns. Advances in Water Resources. 2014;73:159-175. doi:10.1016/j.advwatres.2014.08.001
Caracciolo, D., Noto, L. V., Istanbulluoglu, E., Fatichi, S., & Zhou, X. (2014). Climate change and Ecotone boundaries: Insights from a cellular automata ecohydrology model in a Mediterranean catchment with topography controlled vegetation patterns. Advances in Water Resources. Elsevier. https://doi.org/10.1016/j.advwatres.2014.08.001
Caracciolo, Domenico, Leonardo Valerio Noto, Erkan Istanbulluoglu, Simone Fatichi, and Xiaochi Zhou. “Climate Change and Ecotone Boundaries: Insights from a Cellular Automata Ecohydrology Model in a Mediterranean Catchment with Topography Controlled Vegetation Patterns.” Advances in Water Resources. Elsevier, 2014. https://doi.org/10.1016/j.advwatres.2014.08.001.
D. Caracciolo, L. V. Noto, E. Istanbulluoglu, S. Fatichi, and X. Zhou, “Climate change and Ecotone boundaries: Insights from a cellular automata ecohydrology model in a Mediterranean catchment with topography controlled vegetation patterns,” Advances in Water Resources, vol. 73. Elsevier, pp. 159–175, 2014.
Caracciolo D, Noto LV, Istanbulluoglu E, Fatichi S, Zhou X. 2014. Climate change and Ecotone boundaries: Insights from a cellular automata ecohydrology model in a Mediterranean catchment with topography controlled vegetation patterns. Advances in Water Resources. 73, 159–175.
Caracciolo, Domenico, et al. “Climate Change and Ecotone Boundaries: Insights from a Cellular Automata Ecohydrology Model in a Mediterranean Catchment with Topography Controlled Vegetation Patterns.” Advances in Water Resources, vol. 73, Elsevier, 2014, pp. 159–75, doi:10.1016/j.advwatres.2014.08.001.