A regional evaluation of the influence of climate change on long term trends in chlorophyll-a in large Italian lakes from satellite data

Climate change has increased the temperature and altered the mixing regime of high-value lakes in the sub-alpine region of Northern Italy. Remote sensing of chlorophyll-a can help provide a time-series to allow an assessment of the ecological implications of this. Non-parametric multiplicative regre...

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Main Authors: Free, Gary, Bresciani, Mariano, Pinardi, Monica, Ghirardi, Nicola, Luciani, Giulia, Caroni, Rossana, Giardino, Claudia
Format: Text
Language:unknown
Published: Zenodo 2020
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Online Access:https://dx.doi.org/10.5281/zenodo.3997380
https://zenodo.org/record/3997380
id ftdatacite:10.5281/zenodo.3997380
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spelling ftdatacite:10.5281/zenodo.3997380 2023-05-15T17:34:25+02:00 A regional evaluation of the influence of climate change on long term trends in chlorophyll-a in large Italian lakes from satellite data Free, Gary Bresciani, Mariano Pinardi, Monica Ghirardi, Nicola Luciani, Giulia Caroni, Rossana Giardino, Claudia 2020 https://dx.doi.org/10.5281/zenodo.3997380 https://zenodo.org/record/3997380 unknown Zenodo https://dx.doi.org/10.5281/zenodo.3997381 Open Access Creative Commons Attribution 4.0 International https://creativecommons.org/licenses/by/4.0/legalcode cc-by-4.0 info:eu-repo/semantics/openAccess CC-BY Text Journal article article-journal ScholarlyArticle 2020 ftdatacite https://doi.org/10.5281/zenodo.3997380 https://doi.org/10.5281/zenodo.3997381 2021-11-05T12:55:41Z Climate change has increased the temperature and altered the mixing regime of high-value lakes in the sub-alpine region of Northern Italy. Remote sensing of chlorophyll-a can help provide a time-series to allow an assessment of the ecological implications of this. Non-parametric multiplicative regression (NPMR) was used to visualize and understand the changes that have occurred between 2003-2018 in lakes Garda, Como, Iseo and Maggiore. In all four deep sub-alpine lakes there has been a disruption from a traditional pattern of a significant spring chlorophyll-a peak followed by a clear water phase and summer/autumn peaks. This was replaced after 2010-2012, with lower spring peaks and a tendency for annual maxima to occur in summer. There was a tendency for this switch to be interspersed by a two-year period of low chlorophyll-a, which seemed to extend until 2018 for Lake Garda. Variables that were significant in NPMR included time, air temperature, wind speed, cloud cover, winter temperature and winter values for the North Atlantic Oscillation and Eastern Atlantic pattern. The change from spring to summer chlorophyll-a maxima, relatively sudden in an ecological context, could be interpreted as a regime shift. The cause is probably cascading effects from increased winter temperatures, reduced winter mixing and altered nutrient dynamics. Future trends will depend on climate change and inter-decadal climate drivers. Text North Atlantic North Atlantic oscillation DataCite Metadata Store (German National Library of Science and Technology)
institution Open Polar
collection DataCite Metadata Store (German National Library of Science and Technology)
op_collection_id ftdatacite
language unknown
description Climate change has increased the temperature and altered the mixing regime of high-value lakes in the sub-alpine region of Northern Italy. Remote sensing of chlorophyll-a can help provide a time-series to allow an assessment of the ecological implications of this. Non-parametric multiplicative regression (NPMR) was used to visualize and understand the changes that have occurred between 2003-2018 in lakes Garda, Como, Iseo and Maggiore. In all four deep sub-alpine lakes there has been a disruption from a traditional pattern of a significant spring chlorophyll-a peak followed by a clear water phase and summer/autumn peaks. This was replaced after 2010-2012, with lower spring peaks and a tendency for annual maxima to occur in summer. There was a tendency for this switch to be interspersed by a two-year period of low chlorophyll-a, which seemed to extend until 2018 for Lake Garda. Variables that were significant in NPMR included time, air temperature, wind speed, cloud cover, winter temperature and winter values for the North Atlantic Oscillation and Eastern Atlantic pattern. The change from spring to summer chlorophyll-a maxima, relatively sudden in an ecological context, could be interpreted as a regime shift. The cause is probably cascading effects from increased winter temperatures, reduced winter mixing and altered nutrient dynamics. Future trends will depend on climate change and inter-decadal climate drivers.
format Text
author Free, Gary
Bresciani, Mariano
Pinardi, Monica
Ghirardi, Nicola
Luciani, Giulia
Caroni, Rossana
Giardino, Claudia
spellingShingle Free, Gary
Bresciani, Mariano
Pinardi, Monica
Ghirardi, Nicola
Luciani, Giulia
Caroni, Rossana
Giardino, Claudia
A regional evaluation of the influence of climate change on long term trends in chlorophyll-a in large Italian lakes from satellite data
author_facet Free, Gary
Bresciani, Mariano
Pinardi, Monica
Ghirardi, Nicola
Luciani, Giulia
Caroni, Rossana
Giardino, Claudia
author_sort Free, Gary
title A regional evaluation of the influence of climate change on long term trends in chlorophyll-a in large Italian lakes from satellite data
title_short A regional evaluation of the influence of climate change on long term trends in chlorophyll-a in large Italian lakes from satellite data
title_full A regional evaluation of the influence of climate change on long term trends in chlorophyll-a in large Italian lakes from satellite data
title_fullStr A regional evaluation of the influence of climate change on long term trends in chlorophyll-a in large Italian lakes from satellite data
title_full_unstemmed A regional evaluation of the influence of climate change on long term trends in chlorophyll-a in large Italian lakes from satellite data
title_sort regional evaluation of the influence of climate change on long term trends in chlorophyll-a in large italian lakes from satellite data
publisher Zenodo
publishDate 2020
url https://dx.doi.org/10.5281/zenodo.3997380
https://zenodo.org/record/3997380
genre North Atlantic
North Atlantic oscillation
genre_facet North Atlantic
North Atlantic oscillation
op_relation https://dx.doi.org/10.5281/zenodo.3997381
op_rights Open Access
Creative Commons Attribution 4.0 International
https://creativecommons.org/licenses/by/4.0/legalcode
cc-by-4.0
info:eu-repo/semantics/openAccess
op_rightsnorm CC-BY
op_doi https://doi.org/10.5281/zenodo.3997380
https://doi.org/10.5281/zenodo.3997381
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