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: 2023
Subjects:
Online Access:http://hdl.handle.net/10852/100126
https://doi.org/10.1016/j.scitotenv.2023.161676
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spelling ftoslouniv:oai:www.duo.uio.no:10852/100126 2023-05-15T16:12:53+02:00 Spatial predictors and temporal forecast of total organic carbon levels in boreal lakes ENEngelskEnglishSpatial 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 2023-02-04T16:59:33Z http://hdl.handle.net/10852/100126 https://doi.org/10.1016/j.scitotenv.2023.161676 EN eng 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. Science of the Total Environment. 2023 http://hdl.handle.net/10852/100126 2123029 info:ofi/fmt:kev:mtx:ctx&ctx_ver=Z39.88-2004&rft_val_fmt=info:ofi/fmt:kev:mtx:journal&rft.jtitle=Science of the Total Environment&rft.volume=&rft.spage=&rft.date=2023 Science of the Total Environment 870 https://doi.org/10.1016/j.scitotenv.2023.161676 Attribution 4.0 International https://creativecommons.org/licenses/by/4.0/ CC-BY 0048-9697 Journal article Tidsskriftartikkel Peer reviewed PublishedVersion 2023 ftoslouniv https://doi.org/10.1016/j.scitotenv.2023.161676 2023-02-22T23:36:45Z 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. Article in Journal/Newspaper Fennoscandian Universitet i Oslo: Digitale utgivelser ved UiO (DUO) Browning ENVELOPE(164.050,164.050,-74.617,-74.617) Science of The Total Environment 870 161676
institution Open Polar
collection Universitet i Oslo: Digitale utgivelser ved UiO (DUO)
op_collection_id ftoslouniv
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.
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
publishDate 2023
url http://hdl.handle.net/10852/100126
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 0048-9697
op_relation 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. Science of the Total Environment. 2023
http://hdl.handle.net/10852/100126
2123029
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Science of the Total Environment
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https://doi.org/10.1016/j.scitotenv.2023.161676
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