Seeing through the clouds - Mapping desert fog oasis ecosystems using 20 years of MODIS imagery over Peru and Chile

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The desert fog oasis ecosystem of Peru and Chile comprises numerous oases along 3000 km of the Pacific coastal belt, it hosts a highly endemic flora, providing vital ecosystem services and genetic resources. However, due to their marked seasonality and fog cover they are poorly mapped, greatly compr...

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Detalles Bibliográficos
Autores: Moat, Justin, Orellana-Garcia, Alfonso, Tovar, Carolina, Arakaki, Mónica, Arana, César, Cano, Asunción, Faundez, Luis, Gardner, Martin, Hechenleitner, Paulina, Hepp, Josefina, Lewis, Gwilym, Mamani, José-Manuel, Miyasiro, María, Whaley, Oliver Q.
Formato: artículo
Fecha de Publicación:2021
Institución:Universidad Continental
Repositorio:CONTINENTAL-Institucional
Lenguaje:inglés
OAI Identifier:oai:repositorio.continental.edu.pe:20.500.12394/10333
Enlace del recurso:https://hdl.handle.net/20.500.12394/10333
http://dx.doi.org/10.1016/j.jag.2021.102468
Nivel de acceso:acceso abierto
Materia:Oasis de Niebla
Sensores remotos
http://purl.org/pe-repo/ocde/ford#1.02.02
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network_name_str CONTINENTAL-Institucional
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dc.title.es_ES.fl_str_mv Seeing through the clouds - Mapping desert fog oasis ecosystems using 20 years of MODIS imagery over Peru and Chile
title Seeing through the clouds - Mapping desert fog oasis ecosystems using 20 years of MODIS imagery over Peru and Chile
spellingShingle Seeing through the clouds - Mapping desert fog oasis ecosystems using 20 years of MODIS imagery over Peru and Chile
Moat, Justin
Oasis de Niebla
Sensores remotos
http://purl.org/pe-repo/ocde/ford#1.02.02
title_short Seeing through the clouds - Mapping desert fog oasis ecosystems using 20 years of MODIS imagery over Peru and Chile
title_full Seeing through the clouds - Mapping desert fog oasis ecosystems using 20 years of MODIS imagery over Peru and Chile
title_fullStr Seeing through the clouds - Mapping desert fog oasis ecosystems using 20 years of MODIS imagery over Peru and Chile
title_full_unstemmed Seeing through the clouds - Mapping desert fog oasis ecosystems using 20 years of MODIS imagery over Peru and Chile
title_sort Seeing through the clouds - Mapping desert fog oasis ecosystems using 20 years of MODIS imagery over Peru and Chile
author Moat, Justin
author_facet Moat, Justin
Orellana-Garcia, Alfonso
Tovar, Carolina
Arakaki, Mónica
Arana, César
Cano, Asunción
Faundez, Luis
Gardner, Martin
Hechenleitner, Paulina
Hepp, Josefina
Lewis, Gwilym
Mamani, José-Manuel
Miyasiro, María
Whaley, Oliver Q.
author_role author
author2 Orellana-Garcia, Alfonso
Tovar, Carolina
Arakaki, Mónica
Arana, César
Cano, Asunción
Faundez, Luis
Gardner, Martin
Hechenleitner, Paulina
Hepp, Josefina
Lewis, Gwilym
Mamani, José-Manuel
Miyasiro, María
Whaley, Oliver Q.
author2_role author
author
author
author
author
author
author
author
author
author
author
author
author
dc.contributor.author.fl_str_mv Moat, Justin
Orellana-Garcia, Alfonso
Tovar, Carolina
Arakaki, Mónica
Arana, César
Cano, Asunción
Faundez, Luis
Gardner, Martin
Hechenleitner, Paulina
Hepp, Josefina
Lewis, Gwilym
Mamani, José-Manuel
Miyasiro, María
Whaley, Oliver Q.
dc.subject.es_ES.fl_str_mv Oasis de Niebla
Sensores remotos
topic Oasis de Niebla
Sensores remotos
http://purl.org/pe-repo/ocde/ford#1.02.02
dc.subject.ocde.es_ES.fl_str_mv http://purl.org/pe-repo/ocde/ford#1.02.02
description The desert fog oasis ecosystem of Peru and Chile comprises numerous oases along 3000 km of the Pacific coastal belt, it hosts a highly endemic flora, providing vital ecosystem services and genetic resources. However, due to their marked seasonality and fog cover they are poorly mapped, greatly compromising their conservation. Here we redress this using 479 images from the MODIS (MOD13Q1 V6 product) data/algorithm for the period 2000–2020, permitting the mapping of ephemeral vegetation, herbaceous and woody fog oases vegetation. In addition, we examine the main drivers of productivity in this unique ecosystem using generalised linear models, assess human pressures, conservation efforts, and summarise present plant diversity knowledge. The resultant map (https://gistin.users.earthengine.app/view/fogoasis) extends existing mapped areas by more than four-fold to over 17,000 km2 , revealing extensive little-known vegetation habitats with few or no collection records. Tillandsia (‘air plants’) fog oases were mapped manually due to poor spectral discrimination and were found to cover an area of approximately 1,900 km2 the majority of which is in Peru (96%). Fog oasis productivity is significantly related to aridity and distance to the coast, as well as elevation and slope angle. Most fog oases peak in productivity during August-September, although productivity is highly variable between August and December with different oases reacting to inter-annual and annual climate fluxes. Only 4% of fog oases are protected, most are threatened by mining, urban development, air pollution and off- road 4 × 4 driving. Urgent action is needed to protect these areas, which we estimate support around 1200 ecosystem-specific flowering plant species with approximately 30% endemism in Peru and 67% in Chile. By presenting a comprehensive map and catalogue of Peruvian and Chilean fog oases, we hope to catalyse increased conservation and research towards a better understanding of these exceptional ecosystems within South America.
publishDate 2021
dc.date.accessioned.none.fl_str_mv 2021-11-16T20:41:41Z
dc.date.available.none.fl_str_mv 2021-11-16T20:41:41Z
dc.date.issued.fl_str_mv 2021
dc.type.es_ES.fl_str_mv info:eu-repo/semantics/article
dc.type.version.es_ES.fl_str_mv info:eu-repo/semantics/publishedVersion
format article
status_str publishedVersion
dc.identifier.citation.es_ES.fl_str_mv Moat, J., Orellana, A., Tovar, C. (y otros 11). (2021). Seeing through the clouds - Mapping desert fog oasis ecosystems using 20 years of MODIS imagery over Peru and Chile. International Journal Of Applied Earth Observation And Geoinformation, 1(1), 1-13. http://dx.doi.org/10.1016/j.jag.2021.102468
dc.identifier.uri.none.fl_str_mv https://hdl.handle.net/20.500.12394/10333
dc.identifier.journal.es_ES.fl_str_mv International Journal Of Applied Earth Observation And Geoinformation
dc.identifier.doi.es_ES.fl_str_mv http://dx.doi.org/10.1016/j.jag.2021.102468
identifier_str_mv Moat, J., Orellana, A., Tovar, C. (y otros 11). (2021). Seeing through the clouds - Mapping desert fog oasis ecosystems using 20 years of MODIS imagery over Peru and Chile. International Journal Of Applied Earth Observation And Geoinformation, 1(1), 1-13. http://dx.doi.org/10.1016/j.jag.2021.102468
International Journal Of Applied Earth Observation And Geoinformation
url https://hdl.handle.net/20.500.12394/10333
http://dx.doi.org/10.1016/j.jag.2021.102468
dc.language.iso.es_ES.fl_str_mv eng
language eng
dc.relation.es_ES.fl_str_mv https://www.sciencedirect.com/science/article/pii/S0303243421001756?via%3Dihub
dc.rights.es_ES.fl_str_mv info:eu-repo/semantics/openAccess
dc.rights.uri.es_ES.fl_str_mv https://creativecommons.org/licenses/by/4.0/
dc.rights.license.es_ES.fl_str_mv Attribution 4.0 International (CC BY 4.0)
dc.rights.accessRights.es_ES.fl_str_mv Acceso abierto
eu_rights_str_mv openAccess
rights_invalid_str_mv https://creativecommons.org/licenses/by/4.0/
Attribution 4.0 International (CC BY 4.0)
Acceso abierto
dc.format.extent.es_ES.fl_str_mv p. 1-13
dc.publisher.es_ES.fl_str_mv Universidad Continental
dc.source.none.fl_str_mv reponame:CONTINENTAL-Institucional
instname:Universidad Continental
instacron:CONTINENTAL
instname_str Universidad Continental
instacron_str CONTINENTAL
institution CONTINENTAL
reponame_str CONTINENTAL-Institucional
collection CONTINENTAL-Institucional
bitstream.url.fl_str_mv https://repositorio.continental.edu.pe/bitstream/20.500.12394/10333/1/license.txt
bitstream.checksum.fl_str_mv 8a4605be74aa9ea9d79846c1fba20a33
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spelling Moat, JustinOrellana-Garcia, AlfonsoTovar, CarolinaArakaki, MónicaArana, CésarCano, AsunciónFaundez, LuisGardner, MartinHechenleitner, PaulinaHepp, JosefinaLewis, GwilymMamani, José-ManuelMiyasiro, MaríaWhaley, Oliver Q.2021-11-16T20:41:41Z2021-11-16T20:41:41Z2021Moat, J., Orellana, A., Tovar, C. (y otros 11). (2021). Seeing through the clouds - Mapping desert fog oasis ecosystems using 20 years of MODIS imagery over Peru and Chile. International Journal Of Applied Earth Observation And Geoinformation, 1(1), 1-13. http://dx.doi.org/10.1016/j.jag.2021.102468https://hdl.handle.net/20.500.12394/10333International Journal Of Applied Earth Observation And Geoinformationhttp://dx.doi.org/10.1016/j.jag.2021.102468The desert fog oasis ecosystem of Peru and Chile comprises numerous oases along 3000 km of the Pacific coastal belt, it hosts a highly endemic flora, providing vital ecosystem services and genetic resources. However, due to their marked seasonality and fog cover they are poorly mapped, greatly compromising their conservation. Here we redress this using 479 images from the MODIS (MOD13Q1 V6 product) data/algorithm for the period 2000–2020, permitting the mapping of ephemeral vegetation, herbaceous and woody fog oases vegetation. In addition, we examine the main drivers of productivity in this unique ecosystem using generalised linear models, assess human pressures, conservation efforts, and summarise present plant diversity knowledge. The resultant map (https://gistin.users.earthengine.app/view/fogoasis) extends existing mapped areas by more than four-fold to over 17,000 km2 , revealing extensive little-known vegetation habitats with few or no collection records. Tillandsia (‘air plants’) fog oases were mapped manually due to poor spectral discrimination and were found to cover an area of approximately 1,900 km2 the majority of which is in Peru (96%). Fog oasis productivity is significantly related to aridity and distance to the coast, as well as elevation and slope angle. Most fog oases peak in productivity during August-September, although productivity is highly variable between August and December with different oases reacting to inter-annual and annual climate fluxes. Only 4% of fog oases are protected, most are threatened by mining, urban development, air pollution and off- road 4 × 4 driving. Urgent action is needed to protect these areas, which we estimate support around 1200 ecosystem-specific flowering plant species with approximately 30% endemism in Peru and 67% in Chile. By presenting a comprehensive map and catalogue of Peruvian and Chilean fog oases, we hope to catalyse increased conservation and research towards a better understanding of these exceptional ecosystems within South America.p. 1-13engUniversidad Continentalhttps://www.sciencedirect.com/science/article/pii/S0303243421001756?via%3Dihubinfo:eu-repo/semantics/openAccesshttps://creativecommons.org/licenses/by/4.0/Attribution 4.0 International (CC BY 4.0)Acceso abiertoOasis de NieblaSensores remotoshttp://purl.org/pe-repo/ocde/ford#1.02.02Seeing through the clouds - Mapping desert fog oasis ecosystems using 20 years of MODIS imagery over Peru and Chileinfo:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersionreponame:CONTINENTAL-Institucionalinstname:Universidad Continentalinstacron:CONTINENTALLICENSElicense.txtlicense.txttext/plain; charset=utf-81748https://repositorio.continental.edu.pe/bitstream/20.500.12394/10333/1/license.txt8a4605be74aa9ea9d79846c1fba20a33MD5120.500.12394/10333oai:repositorio.continental.edu.pe:20.500.12394/103332021-11-16 15:41:41.743Repositorio Continentaldspaceconti@continental.edu.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