Wind drives fast changes of light climate in a large, shallow re-established lake
With ever greater frequency, wetlands and shallow lakes that had been diverted for agriculture are being re-established to reduce nutrient loss and greenhouse gas emission, as well as to increase biodiversity. Here, we investigate drivers of water column light attenuation (Kd) at multiple time scale...
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creator | Martinsen, Kenneth Thorø Kragh, Theis Sand-Jensen, Kaj Madsen-Østerbye, Mikkel Kristensen, Emil Sø, Jonas Stage |
description | With ever greater frequency, wetlands and shallow lakes that had been diverted for agriculture are being re-established to reduce nutrient loss and greenhouse gas emission, as well as to increase biodiversity. Here, we investigate drivers of water column light attenuation (Kd) at multiple time scales and locations in Lake Fil, Denmark, during the first five years after its re-establishment in 2012. We found that Kd was generally high (overall mean: 3.4 m−1), with resuspended sediment particles and colored dissolved organic matter being the main contributors. Using daily time series of light attenuation recorded at four stations, we used a generalized additive model to analyze the influence of wind speed and direction on Kd. This model explained a high proportion of the variation (R2 = 0.62, RMSE = 0.74 m−1, and MAE = 0.55 m−1) and showed that higher wind speed increased Kd on the same day and, with smaller influence, on the next day. Furthermore, we found a significant influence of wind direction and an interaction between wind speed and wind direction, a combination that suggests that short-term variations in light climate depends on the interplay between wind direction and sources of particles. Wind from non-prevailing directions thus influence Kd more, as it can activate previously deposited particles. The maximum colonization depths of submerged vegetation occurred at ~2–6% of sub-surface light from 2014 to 2016 and peaked at 1.2 m in 2016. The fast, day-to-day variation of Kd in Lake Fil reveals the importance of wind on light climate and in turn biological elements such as phytoplankton and submerged macrophyte development in shallow lakes. The implications are essential for the prior planning and management of future lake re-establishment.
[Display omitted]
•Pronounced short-term variation in light attenuation (Kd) in a re-established lake•Variation in Kd is driven by the interaction between wind speed and direction.•Winds from non-prevailing directions enhanced day-to-day variation in Kd.•Increasing colonization depth of submerged macrophytes following re-establishment |
doi_str_mv | 10.1016/j.scitotenv.2021.151354 |
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[Display omitted]
•Pronounced short-term variation in light attenuation (Kd) in a re-established lake•Variation in Kd is driven by the interaction between wind speed and direction.•Winds from non-prevailing directions enhanced day-to-day variation in Kd.•Increasing colonization depth of submerged macrophytes following re-establishment</description><identifier>ISSN: 0048-9697</identifier><identifier>EISSN: 1879-1026</identifier><identifier>DOI: 10.1016/j.scitotenv.2021.151354</identifier><identifier>PMID: 34728205</identifier><language>eng</language><publisher>Netherlands: Elsevier B.V</publisher><subject>Climate ; Ecosystem restoration ; High-frequency monitoring ; Lakes ; Light attenuation ; Phytoplankton ; Resuspension ; Sediment particles ; Wind</subject><ispartof>The Science of the total environment, 2022-02, Vol.806 (Pt 3), p.151354-151354, Article 151354</ispartof><rights>2021 The Authors</rights><rights>Copyright © 2021 The Authors. Published by Elsevier B.V. All rights reserved.</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c420t-ceba690c67d1cfd8e590309601038715a2a11e8da0633400066cf80df23327fc3</citedby><cites>FETCH-LOGICAL-c420t-ceba690c67d1cfd8e590309601038715a2a11e8da0633400066cf80df23327fc3</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktohtml>$$Uhttps://dx.doi.org/10.1016/j.scitotenv.2021.151354$$EHTML$$P50$$Gelsevier$$Hfree_for_read</linktohtml><link.rule.ids>314,780,784,3548,27922,27923,45993</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/34728205$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Martinsen, Kenneth Thorø</creatorcontrib><creatorcontrib>Kragh, Theis</creatorcontrib><creatorcontrib>Sand-Jensen, Kaj</creatorcontrib><creatorcontrib>Madsen-Østerbye, Mikkel</creatorcontrib><creatorcontrib>Kristensen, Emil</creatorcontrib><creatorcontrib>Sø, Jonas Stage</creatorcontrib><title>Wind drives fast changes of light climate in a large, shallow re-established lake</title><title>The Science of the total environment</title><addtitle>Sci Total Environ</addtitle><description>With ever greater frequency, wetlands and shallow lakes that had been diverted for agriculture are being re-established to reduce nutrient loss and greenhouse gas emission, as well as to increase biodiversity. Here, we investigate drivers of water column light attenuation (Kd) at multiple time scales and locations in Lake Fil, Denmark, during the first five years after its re-establishment in 2012. We found that Kd was generally high (overall mean: 3.4 m−1), with resuspended sediment particles and colored dissolved organic matter being the main contributors. Using daily time series of light attenuation recorded at four stations, we used a generalized additive model to analyze the influence of wind speed and direction on Kd. This model explained a high proportion of the variation (R2 = 0.62, RMSE = 0.74 m−1, and MAE = 0.55 m−1) and showed that higher wind speed increased Kd on the same day and, with smaller influence, on the next day. Furthermore, we found a significant influence of wind direction and an interaction between wind speed and wind direction, a combination that suggests that short-term variations in light climate depends on the interplay between wind direction and sources of particles. Wind from non-prevailing directions thus influence Kd more, as it can activate previously deposited particles. The maximum colonization depths of submerged vegetation occurred at ~2–6% of sub-surface light from 2014 to 2016 and peaked at 1.2 m in 2016. The fast, day-to-day variation of Kd in Lake Fil reveals the importance of wind on light climate and in turn biological elements such as phytoplankton and submerged macrophyte development in shallow lakes. The implications are essential for the prior planning and management of future lake re-establishment.
[Display omitted]
•Pronounced short-term variation in light attenuation (Kd) in a re-established lake•Variation in Kd is driven by the interaction between wind speed and direction.•Winds from non-prevailing directions enhanced day-to-day variation in Kd.•Increasing colonization depth of submerged macrophytes following re-establishment</description><subject>Climate</subject><subject>Ecosystem restoration</subject><subject>High-frequency monitoring</subject><subject>Lakes</subject><subject>Light attenuation</subject><subject>Phytoplankton</subject><subject>Resuspension</subject><subject>Sediment particles</subject><subject>Wind</subject><issn>0048-9697</issn><issn>1879-1026</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2022</creationdate><recordtype>article</recordtype><sourceid>EIF</sourceid><recordid>eNqFkE1PAyEQhonRaP34C8rRg1sH2GXZozF-JU2MicYjoTDbUumuwrbGfy9N1atcJsy88_E-hJwxGDNg8nIxTtYP_YDdesyBszGrmKjKHTJiqm4KBlzukhFAqYpGNvUBOUxpAfnViu2TA1HWXHGoRuTp1XeOuujXmGhr0kDt3HSz_OlbGvxsnhPBL82A1HfU0GDiDC9ompsQ-k8ascA0mGnwaY4uV9_wmOy1JiQ8-YlH5OX25vn6vpg83j1cX00KW3IYCotTIxuwsnbMtk5h1YCARgIDoWpWGW4YQ-UMSCHKfLmUtlXgWi4Er1srjsj5du577D9W-Qq99MliCKbDfpU0rxoB2aVQWVpvpTb2KUVs9XvMnuKXZqA3PPVC__HUG556yzN3nv4sWU2X6P76fgFmwdVWgNnq2mPcDMLOovMR7aBd7_9d8g0aZYnt</recordid><startdate>20220201</startdate><enddate>20220201</enddate><creator>Martinsen, Kenneth Thorø</creator><creator>Kragh, Theis</creator><creator>Sand-Jensen, Kaj</creator><creator>Madsen-Østerbye, Mikkel</creator><creator>Kristensen, Emil</creator><creator>Sø, Jonas Stage</creator><general>Elsevier B.V</general><scope>6I.</scope><scope>AAFTH</scope><scope>CGR</scope><scope>CUY</scope><scope>CVF</scope><scope>ECM</scope><scope>EIF</scope><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7X8</scope></search><sort><creationdate>20220201</creationdate><title>Wind drives fast changes of light climate in a large, shallow re-established lake</title><author>Martinsen, Kenneth Thorø ; Kragh, Theis ; Sand-Jensen, Kaj ; Madsen-Østerbye, Mikkel ; Kristensen, Emil ; Sø, Jonas Stage</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c420t-ceba690c67d1cfd8e590309601038715a2a11e8da0633400066cf80df23327fc3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2022</creationdate><topic>Climate</topic><topic>Ecosystem restoration</topic><topic>High-frequency monitoring</topic><topic>Lakes</topic><topic>Light attenuation</topic><topic>Phytoplankton</topic><topic>Resuspension</topic><topic>Sediment particles</topic><topic>Wind</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Martinsen, Kenneth Thorø</creatorcontrib><creatorcontrib>Kragh, Theis</creatorcontrib><creatorcontrib>Sand-Jensen, Kaj</creatorcontrib><creatorcontrib>Madsen-Østerbye, Mikkel</creatorcontrib><creatorcontrib>Kristensen, Emil</creatorcontrib><creatorcontrib>Sø, Jonas Stage</creatorcontrib><collection>ScienceDirect Open Access Titles</collection><collection>Elsevier:ScienceDirect:Open Access</collection><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>MEDLINE - Academic</collection><jtitle>The Science of the total environment</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Martinsen, Kenneth Thorø</au><au>Kragh, Theis</au><au>Sand-Jensen, Kaj</au><au>Madsen-Østerbye, Mikkel</au><au>Kristensen, Emil</au><au>Sø, Jonas Stage</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Wind drives fast changes of light climate in a large, shallow re-established lake</atitle><jtitle>The Science of the total environment</jtitle><addtitle>Sci Total Environ</addtitle><date>2022-02-01</date><risdate>2022</risdate><volume>806</volume><issue>Pt 3</issue><spage>151354</spage><epage>151354</epage><pages>151354-151354</pages><artnum>151354</artnum><issn>0048-9697</issn><eissn>1879-1026</eissn><abstract>With ever greater frequency, wetlands and shallow lakes that had been diverted for agriculture are being re-established to reduce nutrient loss and greenhouse gas emission, as well as to increase biodiversity. Here, we investigate drivers of water column light attenuation (Kd) at multiple time scales and locations in Lake Fil, Denmark, during the first five years after its re-establishment in 2012. We found that Kd was generally high (overall mean: 3.4 m−1), with resuspended sediment particles and colored dissolved organic matter being the main contributors. Using daily time series of light attenuation recorded at four stations, we used a generalized additive model to analyze the influence of wind speed and direction on Kd. This model explained a high proportion of the variation (R2 = 0.62, RMSE = 0.74 m−1, and MAE = 0.55 m−1) and showed that higher wind speed increased Kd on the same day and, with smaller influence, on the next day. Furthermore, we found a significant influence of wind direction and an interaction between wind speed and wind direction, a combination that suggests that short-term variations in light climate depends on the interplay between wind direction and sources of particles. Wind from non-prevailing directions thus influence Kd more, as it can activate previously deposited particles. The maximum colonization depths of submerged vegetation occurred at ~2–6% of sub-surface light from 2014 to 2016 and peaked at 1.2 m in 2016. The fast, day-to-day variation of Kd in Lake Fil reveals the importance of wind on light climate and in turn biological elements such as phytoplankton and submerged macrophyte development in shallow lakes. The implications are essential for the prior planning and management of future lake re-establishment.
[Display omitted]
•Pronounced short-term variation in light attenuation (Kd) in a re-established lake•Variation in Kd is driven by the interaction between wind speed and direction.•Winds from non-prevailing directions enhanced day-to-day variation in Kd.•Increasing colonization depth of submerged macrophytes following re-establishment</abstract><cop>Netherlands</cop><pub>Elsevier B.V</pub><pmid>34728205</pmid><doi>10.1016/j.scitotenv.2021.151354</doi><tpages>1</tpages><oa>free_for_read</oa></addata></record> |
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subjects | Climate Ecosystem restoration High-frequency monitoring Lakes Light attenuation Phytoplankton Resuspension Sediment particles Wind |
title | Wind drives fast changes of light climate in a large, shallow re-established lake |
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