Temporal Variability of MODIS Phenological Indices in the Temperate Rainforest of Northern Patagonia

Western Patagonia harbors unique and sparsely studied terrestrial ecosystems that are threatened by land use changes and exposure to basin-scale climatic variability. We assessed the performance of two satellite vegetation indices derived from MODIS–Terra, EVI (Enhanced Vegetation Index) and NDVI (N...

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Published in:Remote Sensing
Main Authors: Lara, Carlos, Saldías, Gonzalo S., Paredes, Alvaro L., Cazelles, Bernard, Broitman, Bernardo R.
Format: Article in Journal/Newspaper
Language:English
Published: Multidisciplinary Digital Publishing Institute 2018
Subjects:
Online Access:http://hdl.handle.net/2429/70784
https://doi.org/10.3390/rs10060956
id ftunivbritcolcir:oai:circle.library.ubc.ca:2429/70784
record_format openpolar
spelling ftunivbritcolcir:oai:circle.library.ubc.ca:2429/70784 2023-05-15T13:34:59+02:00 Temporal Variability of MODIS Phenological Indices in the Temperate Rainforest of Northern Patagonia Lara, Carlos Saldías, Gonzalo S. Paredes, Alvaro L. Cazelles, Bernard Broitman, Bernardo R. 2018-06-15 http://hdl.handle.net/2429/70784 https://doi.org/10.3390/rs10060956 eng eng Multidisciplinary Digital Publishing Institute CC BY 4.0 https://creativecommons.org/licenses/by/4.0/ CC-BY MODIS Primary productivity Climatic variability Vegetation index Wavelet coherence Text Article 2018 ftunivbritcolcir https://doi.org/10.3390/rs10060956 2019-10-15T18:28:42Z Western Patagonia harbors unique and sparsely studied terrestrial ecosystems that are threatened by land use changes and exposure to basin-scale climatic variability. We assessed the performance of two satellite vegetation indices derived from MODIS–Terra, EVI (Enhanced Vegetation Index) and NDVI (Normalized Difference Vegetation Index), over the northern and southern sectors of the Chiloé Island System (CIS) to advance our understanding of vegetation dynamics in the region. Then we examined their time-varying relationships with two climatic indices indicative of tropical and extratropical influence, the ENSO (El Niño–Southern Oscillation) and the Antarctic Oscillation (AAO) index, respectively. The 17-year time series showed that only EVI captured the seasonal pattern characteristic of temperate regions, with low (high) phenological activity during Autumn-Winter (Spring–Summer). NDVI saturated during the season of high productivity and failed to capture the seasonal cycle. Temporal patterns in productivity showed a weakened seasonal cycle during the past decade, particularly over the northern sector. We observed a non-stationary association between EVI and both climatic indices. Significant co-variation between EVI and the Niño–Southern Oscillation index in the annual band persisted from 2001 until 2008–2009; annual coherence with AAO prevailed from 2013 onwards and the 2009–2012 period was characterized by coherence between EVI and both climate indices over longer temporal scales. Our results suggest that the influence of large-scale climatic variability on local weather patterns drives phenological responses in the northern and southern regions of the CIS. The imprint of climatic variability on patterns of primary production across the CIS may be underpinned by spatial differences in the anthropogenic modification of this ecosystem, as the northern sector is strongly modified by forestry and agriculture. We highlight the need for field validation of satellite indices around areas of high biomass and high endemism, located in the southern sector of the island, in order to enhance the utility of satellite vegetation indices in the conservation and management of austral ecosystems. Science, Faculty of Non UBC Earth, Ocean and Atmospheric Sciences, Department of Reviewed Faculty Article in Journal/Newspaper Antarc* Antarctic University of British Columbia: cIRcle - UBC's Information Repository Antarctic Austral Chiloé ENVELOPE(-63.983,-63.983,-65.517,-65.517) Patagonia The Antarctic Remote Sensing 10 6 956
institution Open Polar
collection University of British Columbia: cIRcle - UBC's Information Repository
op_collection_id ftunivbritcolcir
language English
topic MODIS
Primary productivity
Climatic variability
Vegetation index
Wavelet coherence
spellingShingle MODIS
Primary productivity
Climatic variability
Vegetation index
Wavelet coherence
Lara, Carlos
Saldías, Gonzalo S.
Paredes, Alvaro L.
Cazelles, Bernard
Broitman, Bernardo R.
Temporal Variability of MODIS Phenological Indices in the Temperate Rainforest of Northern Patagonia
topic_facet MODIS
Primary productivity
Climatic variability
Vegetation index
Wavelet coherence
description Western Patagonia harbors unique and sparsely studied terrestrial ecosystems that are threatened by land use changes and exposure to basin-scale climatic variability. We assessed the performance of two satellite vegetation indices derived from MODIS–Terra, EVI (Enhanced Vegetation Index) and NDVI (Normalized Difference Vegetation Index), over the northern and southern sectors of the Chiloé Island System (CIS) to advance our understanding of vegetation dynamics in the region. Then we examined their time-varying relationships with two climatic indices indicative of tropical and extratropical influence, the ENSO (El Niño–Southern Oscillation) and the Antarctic Oscillation (AAO) index, respectively. The 17-year time series showed that only EVI captured the seasonal pattern characteristic of temperate regions, with low (high) phenological activity during Autumn-Winter (Spring–Summer). NDVI saturated during the season of high productivity and failed to capture the seasonal cycle. Temporal patterns in productivity showed a weakened seasonal cycle during the past decade, particularly over the northern sector. We observed a non-stationary association between EVI and both climatic indices. Significant co-variation between EVI and the Niño–Southern Oscillation index in the annual band persisted from 2001 until 2008–2009; annual coherence with AAO prevailed from 2013 onwards and the 2009–2012 period was characterized by coherence between EVI and both climate indices over longer temporal scales. Our results suggest that the influence of large-scale climatic variability on local weather patterns drives phenological responses in the northern and southern regions of the CIS. The imprint of climatic variability on patterns of primary production across the CIS may be underpinned by spatial differences in the anthropogenic modification of this ecosystem, as the northern sector is strongly modified by forestry and agriculture. We highlight the need for field validation of satellite indices around areas of high biomass and high endemism, located in the southern sector of the island, in order to enhance the utility of satellite vegetation indices in the conservation and management of austral ecosystems. Science, Faculty of Non UBC Earth, Ocean and Atmospheric Sciences, Department of Reviewed Faculty
format Article in Journal/Newspaper
author Lara, Carlos
Saldías, Gonzalo S.
Paredes, Alvaro L.
Cazelles, Bernard
Broitman, Bernardo R.
author_facet Lara, Carlos
Saldías, Gonzalo S.
Paredes, Alvaro L.
Cazelles, Bernard
Broitman, Bernardo R.
author_sort Lara, Carlos
title Temporal Variability of MODIS Phenological Indices in the Temperate Rainforest of Northern Patagonia
title_short Temporal Variability of MODIS Phenological Indices in the Temperate Rainforest of Northern Patagonia
title_full Temporal Variability of MODIS Phenological Indices in the Temperate Rainforest of Northern Patagonia
title_fullStr Temporal Variability of MODIS Phenological Indices in the Temperate Rainforest of Northern Patagonia
title_full_unstemmed Temporal Variability of MODIS Phenological Indices in the Temperate Rainforest of Northern Patagonia
title_sort temporal variability of modis phenological indices in the temperate rainforest of northern patagonia
publisher Multidisciplinary Digital Publishing Institute
publishDate 2018
url http://hdl.handle.net/2429/70784
https://doi.org/10.3390/rs10060956
long_lat ENVELOPE(-63.983,-63.983,-65.517,-65.517)
geographic Antarctic
Austral
Chiloé
Patagonia
The Antarctic
geographic_facet Antarctic
Austral
Chiloé
Patagonia
The Antarctic
genre Antarc*
Antarctic
genre_facet Antarc*
Antarctic
op_rights CC BY 4.0
https://creativecommons.org/licenses/by/4.0/
op_rightsnorm CC-BY
op_doi https://doi.org/10.3390/rs10060956
container_title Remote Sensing
container_volume 10
container_issue 6
container_start_page 956
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