Emergent vulnerability to climate-driven disturbances in European forests

Natural disturbances imperil healthy and productive forests, but quantifying their effects at large scales is challenging. Here the authors apply machine learning to disturbance records and satellite data to quantify and map European forest vulnerability to fires, windthrows, and insect outbreaks th...

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Autores principales:	Giovanni Forzieri, Marco Girardello, Guido Ceccherini, Jonathan Spinoni, Luc Feyen, Henrik Hartmann, Pieter S. A. Beck, Gustau Camps-Valls, Gherado Chirici, Achille Mauri, Alessandro Cescatti
Formato:	article
Lenguaje:	EN
Publicado:	Nature Portfolio 2021
Materias:	Science Q
Acceso en línea:	https://doaj.org/article/676ec7dbcdf4401994b9084cff8ab823
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spelling	oai:doaj.org-article:676ec7dbcdf4401994b9084cff8ab8232021-12-02T13:30:08ZEmergent vulnerability to climate-driven disturbances in European forests10.1038/s41467-021-21399-72041-1723https://doaj.org/article/676ec7dbcdf4401994b9084cff8ab8232021-02-01T00:00:00Zhttps://doi.org/10.1038/s41467-021-21399-7https://doaj.org/toc/2041-1723Natural disturbances imperil healthy and productive forests, but quantifying their effects at large scales is challenging. Here the authors apply machine learning to disturbance records and satellite data to quantify and map European forest vulnerability to fires, windthrows, and insect outbreaks through 1979-2018.Giovanni ForzieriMarco GirardelloGuido CeccheriniJonathan SpinoniLuc FeyenHenrik HartmannPieter S. A. BeckGustau Camps-VallsGherado ChiriciAchille MauriAlessandro CescattiNature PortfolioarticleScienceQENNature Communications, Vol 12, Iss 1, Pp 1-12 (2021)
institution	DOAJ
collection	DOAJ
language	EN
topic	Science Q
spellingShingle	Science Q Giovanni Forzieri Marco Girardello Guido Ceccherini Jonathan Spinoni Luc Feyen Henrik Hartmann Pieter S. A. Beck Gustau Camps-Valls Gherado Chirici Achille Mauri Alessandro Cescatti Emergent vulnerability to climate-driven disturbances in European forests
description	Natural disturbances imperil healthy and productive forests, but quantifying their effects at large scales is challenging. Here the authors apply machine learning to disturbance records and satellite data to quantify and map European forest vulnerability to fires, windthrows, and insect outbreaks through 1979-2018.
format	article
author	Giovanni Forzieri Marco Girardello Guido Ceccherini Jonathan Spinoni Luc Feyen Henrik Hartmann Pieter S. A. Beck Gustau Camps-Valls Gherado Chirici Achille Mauri Alessandro Cescatti
author_facet	Giovanni Forzieri Marco Girardello Guido Ceccherini Jonathan Spinoni Luc Feyen Henrik Hartmann Pieter S. A. Beck Gustau Camps-Valls Gherado Chirici Achille Mauri Alessandro Cescatti
author_sort	Giovanni Forzieri
title	Emergent vulnerability to climate-driven disturbances in European forests
title_short	Emergent vulnerability to climate-driven disturbances in European forests
title_full	Emergent vulnerability to climate-driven disturbances in European forests
title_fullStr	Emergent vulnerability to climate-driven disturbances in European forests
title_full_unstemmed	Emergent vulnerability to climate-driven disturbances in European forests
title_sort	emergent vulnerability to climate-driven disturbances in european forests
publisher	Nature Portfolio
publishDate	2021
url	https://doaj.org/article/676ec7dbcdf4401994b9084cff8ab823
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Emergent vulnerability to climate-driven disturbances in European forests

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