Shorter blooms expected with longer warm periods under climate change: an example from a shallow meso-eutrophic Mediterranean lake

AbstractSatellite data from the Climate Change Initiative (CCI) lakes project were used to examine the influence of climate on chlorophyll-a (Chl-a). Nonparametric multiplicative regression and machine learning were used to explain Chl-a concentration trend and dynamics. The main parameters of impor...

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Published in:Hydrobiologia
Main Authors: Gary Free, Mariano Bresciani, Monica Pinardi, Steef Peters, Marnix Laanen, Rosalba Padula, Alessandra Cingolani, Fedra Charavgis, Claudia Giardino
Format: Article in Journal/Newspaper
Language:English
Published: 2022
Subjects:
EC
Online Access:https://www.openaccessrepository.it/record/80635
https://doi.org/10.1007/s10750-021-04773-w
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record_format openpolar
spelling ftopenaccessrep:oai:zenodo.org:80635 2023-10-25T01:41:32+02:00 Shorter blooms expected with longer warm periods under climate change: an example from a shallow meso-eutrophic Mediterranean lake Gary Free Mariano Bresciani Monica Pinardi Steef Peters Marnix Laanen Rosalba Padula Alessandra Cingolani Fedra Charavgis Claudia Giardino 2022-01-09 https://www.openaccessrepository.it/record/80635 https://doi.org/10.1007/s10750-021-04773-w eng eng info:eu-repo/grantAgreement/EC/H2020/730066/ url:https://www.openaccessrepository.it/communities/itmirror https://www.openaccessrepository.it/record/80635 doi:10.1007/s10750-021-04773-w info:eu-repo/semantics/openAccess https://creativecommons.org/licenses/by/4.0/ Energy Research EU-CONEXUS H2020 EOMORES Coordination and support action Innovation action EC Rural Digital Europe European Commission projects Aquatic Science European Space Agency Horizon 2020 Framework Programme info:eu-repo/semantics/article publication-article 2022 ftopenaccessrep https://doi.org/10.1007/s10750-021-04773-w 2023-09-26T22:17:57Z AbstractSatellite data from the Climate Change Initiative (CCI) lakes project were used to examine the influence of climate on chlorophyll-a (Chl-a). Nonparametric multiplicative regression and machine learning were used to explain Chl-a concentration trend and dynamics. The main parameters of importance were seasonality, interannual variation, lake level, water temperature, the North Atlantic Oscillation, and antecedent rainfall. No evidence was found for an earlier onset of the summer phytoplankton bloom related to the earlier onset of warmer temperatures. Instead, a curvilinear relationship between Chl-a and the temperature length of season above 20°C (LOS) was found with longer periods of warmer temperature leading to blooms of shorter duration. We suggest that a longer period of warmer temperatures in the summer may result in earlier uptake of nutrients or increased calcite precipitation resulting in a shortening of the duration of phytoplankton blooms. The current scenario of increasing LOS of temperature with climate change may lead to an alteration of phytoplankton phenological cycles resulting in blooms of shorter duration in lakes where nutrients become limiting. Satellite-derived information on lake temperature and Chl-a concentration proved essential in detecting trends at appropriate resolution over time. Article in Journal/Newspaper North Atlantic North Atlantic oscillation Istituto Nazionale di Fisica Nucleare (INFN): Open Access Repository Hydrobiologia 849 17-18 3963 3978
institution Open Polar
collection Istituto Nazionale di Fisica Nucleare (INFN): Open Access Repository
op_collection_id ftopenaccessrep
language English
topic Energy Research
EU-CONEXUS
H2020
EOMORES
Coordination and support action
Innovation action
EC
Rural Digital Europe
European Commission
projects
Aquatic Science
European Space Agency
Horizon 2020 Framework Programme
spellingShingle Energy Research
EU-CONEXUS
H2020
EOMORES
Coordination and support action
Innovation action
EC
Rural Digital Europe
European Commission
projects
Aquatic Science
European Space Agency
Horizon 2020 Framework Programme
Gary Free
Mariano Bresciani
Monica Pinardi
Steef Peters
Marnix Laanen
Rosalba Padula
Alessandra Cingolani
Fedra Charavgis
Claudia Giardino
Shorter blooms expected with longer warm periods under climate change: an example from a shallow meso-eutrophic Mediterranean lake
topic_facet Energy Research
EU-CONEXUS
H2020
EOMORES
Coordination and support action
Innovation action
EC
Rural Digital Europe
European Commission
projects
Aquatic Science
European Space Agency
Horizon 2020 Framework Programme
description AbstractSatellite data from the Climate Change Initiative (CCI) lakes project were used to examine the influence of climate on chlorophyll-a (Chl-a). Nonparametric multiplicative regression and machine learning were used to explain Chl-a concentration trend and dynamics. The main parameters of importance were seasonality, interannual variation, lake level, water temperature, the North Atlantic Oscillation, and antecedent rainfall. No evidence was found for an earlier onset of the summer phytoplankton bloom related to the earlier onset of warmer temperatures. Instead, a curvilinear relationship between Chl-a and the temperature length of season above 20°C (LOS) was found with longer periods of warmer temperature leading to blooms of shorter duration. We suggest that a longer period of warmer temperatures in the summer may result in earlier uptake of nutrients or increased calcite precipitation resulting in a shortening of the duration of phytoplankton blooms. The current scenario of increasing LOS of temperature with climate change may lead to an alteration of phytoplankton phenological cycles resulting in blooms of shorter duration in lakes where nutrients become limiting. Satellite-derived information on lake temperature and Chl-a concentration proved essential in detecting trends at appropriate resolution over time.
format Article in Journal/Newspaper
author Gary Free
Mariano Bresciani
Monica Pinardi
Steef Peters
Marnix Laanen
Rosalba Padula
Alessandra Cingolani
Fedra Charavgis
Claudia Giardino
author_facet Gary Free
Mariano Bresciani
Monica Pinardi
Steef Peters
Marnix Laanen
Rosalba Padula
Alessandra Cingolani
Fedra Charavgis
Claudia Giardino
author_sort Gary Free
title Shorter blooms expected with longer warm periods under climate change: an example from a shallow meso-eutrophic Mediterranean lake
title_short Shorter blooms expected with longer warm periods under climate change: an example from a shallow meso-eutrophic Mediterranean lake
title_full Shorter blooms expected with longer warm periods under climate change: an example from a shallow meso-eutrophic Mediterranean lake
title_fullStr Shorter blooms expected with longer warm periods under climate change: an example from a shallow meso-eutrophic Mediterranean lake
title_full_unstemmed Shorter blooms expected with longer warm periods under climate change: an example from a shallow meso-eutrophic Mediterranean lake
title_sort shorter blooms expected with longer warm periods under climate change: an example from a shallow meso-eutrophic mediterranean lake
publishDate 2022
url https://www.openaccessrepository.it/record/80635
https://doi.org/10.1007/s10750-021-04773-w
genre North Atlantic
North Atlantic oscillation
genre_facet North Atlantic
North Atlantic oscillation
op_relation info:eu-repo/grantAgreement/EC/H2020/730066/
url:https://www.openaccessrepository.it/communities/itmirror
https://www.openaccessrepository.it/record/80635
doi:10.1007/s10750-021-04773-w
op_rights info:eu-repo/semantics/openAccess
https://creativecommons.org/licenses/by/4.0/
op_doi https://doi.org/10.1007/s10750-021-04773-w
container_title Hydrobiologia
container_volume 849
container_issue 17-18
container_start_page 3963
op_container_end_page 3978
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