Spatial predictors and temporal forecast of total organic carbon levels in boreal lakes

Browning of Fennoscandian boreal lakes is raising concerns for negative ecosystem impacts as well as reduced drinking water quality. Declined sulfur deposition and warmer climate, along with afforestation, other climate impacts and less outfield grazing, have resulted in increased fluxes of Total Or...

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Published in:Science of The Total Environment
Main Authors: Crapart, Camille Marie, Finstad, Anders Gravbrøt, Dag Olav, Hessen, Vogt, Rolf David, Andersen, Tom
Format: Article in Journal/Newspaper
Language:English
Published: Elsevier Science 2023
Subjects:
Online Access:https://hdl.handle.net/11250/3048785
https://doi.org/10.1016/j.scitotenv.2023.161676
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spelling ftntnutrondheimi:oai:ntnuopen.ntnu.no:11250/3048785 2023-05-15T16:12:53+02:00 Spatial predictors and temporal forecast of total organic carbon levels in boreal lakes Crapart, Camille Marie Finstad, Anders Gravbrøt Dag Olav, Hessen Vogt, Rolf David Andersen, Tom 2023 application/pdf https://hdl.handle.net/11250/3048785 https://doi.org/10.1016/j.scitotenv.2023.161676 eng eng Elsevier Science urn:issn:0048-9697 https://hdl.handle.net/11250/3048785 https://doi.org/10.1016/j.scitotenv.2023.161676 cristin:2123029 Navngivelse 4.0 Internasjonal http://creativecommons.org/licenses/by/4.0/deed.no CC-BY 870 Science of the Total Environment 161676 Peer reviewed Journal article 2023 ftntnutrondheimi https://doi.org/10.1016/j.scitotenv.2023.161676 2023-02-08T23:43:33Z Browning of Fennoscandian boreal lakes is raising concerns for negative ecosystem impacts as well as reduced drinking water quality. Declined sulfur deposition and warmer climate, along with afforestation, other climate impacts and less outfield grazing, have resulted in increased fluxes of Total Organic Carbon (TOC) from catchments to freshwater, and subsequently to coastal waters. This study assesses the major governing factors for increased TOC levels among several catchment characteristics in almost 5000 Fennoscandian lakes and catchments. Normalized Difference Vegetation Index (NDVI), a proxy for plant biomass, and the proportions of peatland in the catchment, along with surface runoff intensity and nitrogen deposition loading, were identified as the main spatial predictors for lake TOC concentrations. A multiple linear model, based on these explanatory variables, was used to simulate future TOC concentration in surface runoff from coastal drainage basins in 2050 and 2100, using the forecasts of climatic variables in two of the Shared Socio-economic Pathways (SSP): 1-2.6 (+2 °C) and 3-7.0 (+4,5 °C). These scenarios yield contrasting effects. SSP 1-2.6 predicts an overall decrease of TOC export to coastal waters, while SSP 3-7.0 in contrast leads to an increase in TOC export. publishedVersion Article in Journal/Newspaper Fennoscandian NTNU Open Archive (Norwegian University of Science and Technology) Browning ENVELOPE(164.050,164.050,-74.617,-74.617) Science of The Total Environment 870 161676
institution Open Polar
collection NTNU Open Archive (Norwegian University of Science and Technology)
op_collection_id ftntnutrondheimi
language English
description Browning of Fennoscandian boreal lakes is raising concerns for negative ecosystem impacts as well as reduced drinking water quality. Declined sulfur deposition and warmer climate, along with afforestation, other climate impacts and less outfield grazing, have resulted in increased fluxes of Total Organic Carbon (TOC) from catchments to freshwater, and subsequently to coastal waters. This study assesses the major governing factors for increased TOC levels among several catchment characteristics in almost 5000 Fennoscandian lakes and catchments. Normalized Difference Vegetation Index (NDVI), a proxy for plant biomass, and the proportions of peatland in the catchment, along with surface runoff intensity and nitrogen deposition loading, were identified as the main spatial predictors for lake TOC concentrations. A multiple linear model, based on these explanatory variables, was used to simulate future TOC concentration in surface runoff from coastal drainage basins in 2050 and 2100, using the forecasts of climatic variables in two of the Shared Socio-economic Pathways (SSP): 1-2.6 (+2 °C) and 3-7.0 (+4,5 °C). These scenarios yield contrasting effects. SSP 1-2.6 predicts an overall decrease of TOC export to coastal waters, while SSP 3-7.0 in contrast leads to an increase in TOC export. publishedVersion
format Article in Journal/Newspaper
author Crapart, Camille Marie
Finstad, Anders Gravbrøt
Dag Olav, Hessen
Vogt, Rolf David
Andersen, Tom
spellingShingle Crapart, Camille Marie
Finstad, Anders Gravbrøt
Dag Olav, Hessen
Vogt, Rolf David
Andersen, Tom
Spatial predictors and temporal forecast of total organic carbon levels in boreal lakes
author_facet Crapart, Camille Marie
Finstad, Anders Gravbrøt
Dag Olav, Hessen
Vogt, Rolf David
Andersen, Tom
author_sort Crapart, Camille Marie
title Spatial predictors and temporal forecast of total organic carbon levels in boreal lakes
title_short Spatial predictors and temporal forecast of total organic carbon levels in boreal lakes
title_full Spatial predictors and temporal forecast of total organic carbon levels in boreal lakes
title_fullStr Spatial predictors and temporal forecast of total organic carbon levels in boreal lakes
title_full_unstemmed Spatial predictors and temporal forecast of total organic carbon levels in boreal lakes
title_sort spatial predictors and temporal forecast of total organic carbon levels in boreal lakes
publisher Elsevier Science
publishDate 2023
url https://hdl.handle.net/11250/3048785
https://doi.org/10.1016/j.scitotenv.2023.161676
long_lat ENVELOPE(164.050,164.050,-74.617,-74.617)
geographic Browning
geographic_facet Browning
genre Fennoscandian
genre_facet Fennoscandian
op_source 870
Science of the Total Environment
161676
op_relation urn:issn:0048-9697
https://hdl.handle.net/11250/3048785
https://doi.org/10.1016/j.scitotenv.2023.161676
cristin:2123029
op_rights Navngivelse 4.0 Internasjonal
http://creativecommons.org/licenses/by/4.0/deed.no
op_rightsnorm CC-BY
op_doi https://doi.org/10.1016/j.scitotenv.2023.161676
container_title Science of The Total Environment
container_volume 870
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