@article{007b909319084f8a8f89f953f8127280,
title = "Climatic regulation of vegetation phenology in protected areas along western south america",
abstract = "Using 19 years of remotely sensed Enhanced Vegetation Index (EVI), we examined the effects of climatic variability on terrestrial vegetation of six protected areas along southwestern South America, from the semiarid edge of the Atacama desert to southern Patagonia (30◦ S–51◦ S). The relationship between satellite phenology and climate indices, namely MEI (Multivariate ENSO Index), PDO (Pacific Decadal Oscillation) and SAM (Southern Annular Mode) were established using statistical analyses for non-stationary patterns. The annual mode of phenological activity fluctuated in strength through time from the semiarid region to the border of southern Patagonia. Concomitantly, enhanced synchrony between EVI and climatic oscillations appeared over interannual cycles. Cross correlations revealed that variability in MEI was the lead predictor of EVI fluctuations over scales shorter than 4 months at lower latitudes and for the most poleward study site. The PDO was correlated with EVI over lags longer than 4 months at low latitude sites, while the SAM showed relationships with EVI only for sites located around 40◦ S. Our results indicate that the long-term phenological variability of the vegetation within protected areas along southwestern South America is controlled by processes linked to climate indices and that their influence varies latitudinally. Further studies over longer time scales will be needed to improve our understanding the impacts of climate change on vegetation condition and its effect over phenological variability.",
keywords = "Climatic change, Long-term variability, MODIS, Phenology, Vegetation index",
author = "Carlos Lara and Sald{\'i}as, {Gonzalo S.} and Bernard Cazelles and Rivadeneira, {Marcelo M.} and Richard Mu{\~n}oz and Alexander Gal{\'a}n and Paredes, {{\'A}lvaro L.} and Pablo Fierro and Broitman, {Bernardo R.}",
note = "Funding Information: The LP DAAC operates as a partnership between the U.S. Geological Survey (USGS) and the National Aeronautics and Space Administration (NASA), for the production and distribution of Terra Moderate Resolution Imaging Spectroradiometer (MODIS) Vegetation Indices (MOD13Q1). This study was supported by FONDECYT grant 11190209 to CL, 1200843 to MMR, 1190805 to GSS, 11190631 and 1181300 to BRB. This work was partially supported by the Millennium Institute for Coastal Socio-ecology (SECOS) and the Millenium Nucleus Understanding Past coastal upWelling system and Environmental Local and Lasting impacts (UPWELL), Millenium Science Initiative Programs—ICN2019015 and NCN19153, respectively, and the CYTED program under the grant number 520RT0010 Red GeoLIBERO—Consolidaci{\'o}n de una red de geom{\'a}tica libre aplicada a las necesidades de Iberoam{\'e}rica. Maria Jos{\'e} Mart{\'i}nez-Harms provided insightful comments to an earlier draft, for which we are most grateful. Funding Information: Funding: The LP DAAC operates as a partnership between the U.S. Geological Survey (USGS) and the National Aeronautics and Space Administration (NASA), for the production and distribution of Terra Moderate Resolution Imaging Spectroradiometer (MODIS) Vegetation Indices (MOD13Q1). This study was supported by FONDECYT grant 11190209 to CL, 1200843 to MMR, 1190805 to GSS, 11190631 and 1181300 to BRB. This work was partially supported by the Millennium Institute for Coastal Socio-ecology (SECOS) and the Millenium Nucleus Understanding Past coastal upWelling system and Environmental Local and Lasting impacts (UPWELL), Millenium Science Initiative Programs—ICN2019015 and NCN19153, respectively, and the CYTED program under the grant number 520RT0010 Red GeoLIBERO—Consolidaci{\'o}n de una red de geom{\'a}tica libre aplicada a las necesidades de Iberoam{\'e}rica. Maria Jos{\'e} Mart{\'i}nez-Harms provided insightful comments to an earlier draft, for which we are most grateful. Publisher Copyright: {\textcopyright} 2021 by the authors. Licensee MDPI, Basel, Switzerland.",
year = "2021",
month = jul,
day = "1",
doi = "10.3390/rs13132590",
language = "English",
volume = "13",
journal = "Remote Sensing",
issn = "2072-4292",
publisher = "Multidisciplinary Digital Publishing Institute (MDPI)",
number = "13",
}