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A new large-scale suspended sediment model and its application over the United States
Suspended sediment plays a vital role in the regional and global cycling of carbon and nutrients by carrying carbon and nutrients from headwaters into lowland rivers and the oceans. Sediment transport through river systems is often fundamentally modified by human activities such as reservoir managem...
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Published in: | Hydrology and earth system sciences 2022-02, Vol.26 (3), p.665-688 |
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creator | Li, Hong-Yi Tan, Zeli Ma, Hongbo Zhu, Zhenduo Abeshu, Guta Wakbulcho Zhu, Senlin Cohen, Sagy Zhou, Tian Xu, Donghui Leung, L. Ruby |
description | Suspended sediment plays a vital role in the regional and global cycling of carbon and nutrients by carrying carbon and nutrients from headwaters into lowland rivers and the oceans. Sediment transport through river systems is often fundamentally modified by human activities such as reservoir management. However, a physically based representation of sediment transport is still missing in most existing Earth system models (ESMs), which are essential tools for modeling and predicting Earth system changes. Here, we introduce a multi-process river sediment module for ESMs, which
includes (1) hillslope soil erosion and sediment discharge into streams, (2) sediment transport processes through river networks, (3) reservoir operation based on the inflows from upstream areas and water demand from downstream areas, and (4) sediment trapping by reservoirs. All model parameters are estimated a priori without calibration. We apply this new sediment modeling framework to the contiguous United States and validate it against historical observations of monthly streamflow and sediment discharges at 35 river gauges. The model reasonably well captures the long-term balance and seasonal variations of suspended sediment in large river systems. Furthermore, our model results show that suspended sediment discharge in managed rivers is affected more by reservoirs' direct trapping of sediment particles than by their flow regulation. This new sediment module enables future modeling of the transportation and transformation of carbon and nutrients carried by the fine sediment along the river–ocean continuum to close the global carbon and nutrient cycles. |
doi_str_mv | 10.5194/hess-26-665-2022 |
format | article |
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includes (1) hillslope soil erosion and sediment discharge into streams, (2) sediment transport processes through river networks, (3) reservoir operation based on the inflows from upstream areas and water demand from downstream areas, and (4) sediment trapping by reservoirs. All model parameters are estimated a priori without calibration. We apply this new sediment modeling framework to the contiguous United States and validate it against historical observations of monthly streamflow and sediment discharges at 35 river gauges. The model reasonably well captures the long-term balance and seasonal variations of suspended sediment in large river systems. Furthermore, our model results show that suspended sediment discharge in managed rivers is affected more by reservoirs' direct trapping of sediment particles than by their flow regulation. This new sediment module enables future modeling of the transportation and transformation of carbon and nutrients carried by the fine sediment along the river–ocean continuum to close the global carbon and nutrient cycles.</description><identifier>ISSN: 1607-7938</identifier><identifier>ISSN: 1027-5606</identifier><identifier>EISSN: 1607-7938</identifier><identifier>DOI: 10.5194/hess-26-665-2022</identifier><language>eng</language><publisher>Katlenburg-Lindau: Copernicus GmbH</publisher><subject>Calibration ; Carbon ; Carbon cycle ; Design ; Discharge ; Empiricism ; ENVIRONMENTAL SCIENCES ; Fluvial sediments ; Gauges ; Geomorphology ; Headwaters ; Kinematics ; Modelling ; Modules ; Nutrient cycles ; Nutrients ; Oceans ; Parameter estimation ; Reservoir management ; Reservoir operation ; Reservoirs ; River networks ; River sediments ; River systems ; Rivers ; Seasonal variation ; Seasonal variations ; Sediment ; Sediment discharge ; Sediment transport ; Sediment, Suspended ; Soil erosion ; Soil management ; Stream discharge ; Stream flow ; Streamflow ; Streams ; Suspended sediments ; Transport processes ; Transportation ; Trapping ; Water demand</subject><ispartof>Hydrology and earth system sciences, 2022-02, Vol.26 (3), p.665-688</ispartof><rights>COPYRIGHT 2022 Copernicus GmbH</rights><rights>2022. This work is published under https://creativecommons.org/licenses/by/4.0/ (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License.</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-a530t-aebf5c3531d93c157562a9432cfc3c8fd0895e3fc85ae6d9f7b0492bad8a39a53</citedby><cites>FETCH-LOGICAL-a530t-aebf5c3531d93c157562a9432cfc3c8fd0895e3fc85ae6d9f7b0492bad8a39a53</cites><orcidid>0000-0002-3221-9467 ; 0000-0002-2859-2664 ; 0000-0003-1582-4005 ; 0000-0001-5958-2584 ; 0000-0002-7711-7632 ; 0000-0002-3354-2864 ; 0000-0002-9807-3851 ; 0000000298073851 ; 0000000233542864 ; 0000000232219467 ; 0000000315824005 ; 0000000159582584 ; 0000000228592664 ; 0000000277117632</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://www.proquest.com/docview/2627045541/fulltextPDF?pq-origsite=primo$$EPDF$$P50$$Gproquest$$Hfree_for_read</linktopdf><linktohtml>$$Uhttps://www.proquest.com/docview/2627045541?pq-origsite=primo$$EHTML$$P50$$Gproquest$$Hfree_for_read</linktohtml><link.rule.ids>230,314,780,784,864,885,2102,25753,27924,27925,37012,44590,75126</link.rule.ids><backlink>$$Uhttps://www.osti.gov/biblio/1844439$$D View this record in Osti.gov$$Hfree_for_read</backlink></links><search><creatorcontrib>Li, Hong-Yi</creatorcontrib><creatorcontrib>Tan, Zeli</creatorcontrib><creatorcontrib>Ma, Hongbo</creatorcontrib><creatorcontrib>Zhu, Zhenduo</creatorcontrib><creatorcontrib>Abeshu, Guta Wakbulcho</creatorcontrib><creatorcontrib>Zhu, Senlin</creatorcontrib><creatorcontrib>Cohen, Sagy</creatorcontrib><creatorcontrib>Zhou, Tian</creatorcontrib><creatorcontrib>Xu, Donghui</creatorcontrib><creatorcontrib>Leung, L. Ruby</creatorcontrib><creatorcontrib>Pacific Northwest National Laboratory (PNNL), Richland, WA (United States)</creatorcontrib><title>A new large-scale suspended sediment model and its application over the United States</title><title>Hydrology and earth system sciences</title><description>Suspended sediment plays a vital role in the regional and global cycling of carbon and nutrients by carrying carbon and nutrients from headwaters into lowland rivers and the oceans. Sediment transport through river systems is often fundamentally modified by human activities such as reservoir management. However, a physically based representation of sediment transport is still missing in most existing Earth system models (ESMs), which are essential tools for modeling and predicting Earth system changes. Here, we introduce a multi-process river sediment module for ESMs, which
includes (1) hillslope soil erosion and sediment discharge into streams, (2) sediment transport processes through river networks, (3) reservoir operation based on the inflows from upstream areas and water demand from downstream areas, and (4) sediment trapping by reservoirs. All model parameters are estimated a priori without calibration. We apply this new sediment modeling framework to the contiguous United States and validate it against historical observations of monthly streamflow and sediment discharges at 35 river gauges. The model reasonably well captures the long-term balance and seasonal variations of suspended sediment in large river systems. Furthermore, our model results show that suspended sediment discharge in managed rivers is affected more by reservoirs' direct trapping of sediment particles than by their flow regulation. This new sediment module enables future modeling of the transportation and transformation of carbon and nutrients carried by the fine sediment along the river–ocean continuum to close the global carbon and nutrient cycles.</description><subject>Calibration</subject><subject>Carbon</subject><subject>Carbon cycle</subject><subject>Design</subject><subject>Discharge</subject><subject>Empiricism</subject><subject>ENVIRONMENTAL SCIENCES</subject><subject>Fluvial sediments</subject><subject>Gauges</subject><subject>Geomorphology</subject><subject>Headwaters</subject><subject>Kinematics</subject><subject>Modelling</subject><subject>Modules</subject><subject>Nutrient cycles</subject><subject>Nutrients</subject><subject>Oceans</subject><subject>Parameter estimation</subject><subject>Reservoir management</subject><subject>Reservoir operation</subject><subject>Reservoirs</subject><subject>River networks</subject><subject>River sediments</subject><subject>River systems</subject><subject>Rivers</subject><subject>Seasonal variation</subject><subject>Seasonal variations</subject><subject>Sediment</subject><subject>Sediment discharge</subject><subject>Sediment transport</subject><subject>Sediment, Suspended</subject><subject>Soil erosion</subject><subject>Soil management</subject><subject>Stream discharge</subject><subject>Stream flow</subject><subject>Streamflow</subject><subject>Streams</subject><subject>Suspended sediments</subject><subject>Transport processes</subject><subject>Transportation</subject><subject>Trapping</subject><subject>Water demand</subject><issn>1607-7938</issn><issn>1027-5606</issn><issn>1607-7938</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2022</creationdate><recordtype>article</recordtype><sourceid>PIMPY</sourceid><sourceid>DOA</sourceid><recordid>eNptks2LFDEQxRtRcF29ewx68tBrOh_dyXFY_BhYEFznHGqS6pkM3UmbZFz97804og5IDgnF771KFa9pXnb0RnZavN1jzi3r276XLaOMPWquup4O7aC5evzP-2nzLOcDpUypnl01mxUJ-EAmSDtss4UJST7mBYNDRzI6P2MoZI4OJwLBEV8ygWWZvIXiYyDxGyZS9kg2wZcquS9QMD9vnowwZXzx-75uNu_ffbn92N59-rC-Xd21IDktLeB2lJZL3jnNbScH2TPQgjM7Wm7V6KjSEvlolQTsnR6HLRWabcEp4Lp6XDfrs6-LcDBL8jOkHyaCN78KMe0MpOLthEZRhrqXbtAURIcMqAImmRg4E3QcePV6dfaKuXiTbR3H7m0MAW0xnRJCcF2h12doSfHrEXMxh3hMoc5oWM8GKqQU3V9qV_dpfBhjSWBnn61Z9ZopzYU8ed38h6rH4exrYxx9rV8I3lwIKlPwe9nBMWezvv98ydIza1PMOeH4ZzsdNafAmFNg6qdNDYw5BYb_BPtUsGE</recordid><startdate>20220210</startdate><enddate>20220210</enddate><creator>Li, Hong-Yi</creator><creator>Tan, Zeli</creator><creator>Ma, Hongbo</creator><creator>Zhu, Zhenduo</creator><creator>Abeshu, Guta Wakbulcho</creator><creator>Zhu, Senlin</creator><creator>Cohen, Sagy</creator><creator>Zhou, Tian</creator><creator>Xu, Donghui</creator><creator>Leung, L. 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Ruby</au><aucorp>Pacific Northwest National Laboratory (PNNL), Richland, WA (United States)</aucorp><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>A new large-scale suspended sediment model and its application over the United States</atitle><jtitle>Hydrology and earth system sciences</jtitle><date>2022-02-10</date><risdate>2022</risdate><volume>26</volume><issue>3</issue><spage>665</spage><epage>688</epage><pages>665-688</pages><issn>1607-7938</issn><issn>1027-5606</issn><eissn>1607-7938</eissn><abstract>Suspended sediment plays a vital role in the regional and global cycling of carbon and nutrients by carrying carbon and nutrients from headwaters into lowland rivers and the oceans. Sediment transport through river systems is often fundamentally modified by human activities such as reservoir management. However, a physically based representation of sediment transport is still missing in most existing Earth system models (ESMs), which are essential tools for modeling and predicting Earth system changes. Here, we introduce a multi-process river sediment module for ESMs, which
includes (1) hillslope soil erosion and sediment discharge into streams, (2) sediment transport processes through river networks, (3) reservoir operation based on the inflows from upstream areas and water demand from downstream areas, and (4) sediment trapping by reservoirs. All model parameters are estimated a priori without calibration. We apply this new sediment modeling framework to the contiguous United States and validate it against historical observations of monthly streamflow and sediment discharges at 35 river gauges. The model reasonably well captures the long-term balance and seasonal variations of suspended sediment in large river systems. Furthermore, our model results show that suspended sediment discharge in managed rivers is affected more by reservoirs' direct trapping of sediment particles than by their flow regulation. This new sediment module enables future modeling of the transportation and transformation of carbon and nutrients carried by the fine sediment along the river–ocean continuum to close the global carbon and nutrient cycles.</abstract><cop>Katlenburg-Lindau</cop><pub>Copernicus GmbH</pub><doi>10.5194/hess-26-665-2022</doi><tpages>24</tpages><orcidid>https://orcid.org/0000-0002-3221-9467</orcidid><orcidid>https://orcid.org/0000-0002-2859-2664</orcidid><orcidid>https://orcid.org/0000-0003-1582-4005</orcidid><orcidid>https://orcid.org/0000-0001-5958-2584</orcidid><orcidid>https://orcid.org/0000-0002-7711-7632</orcidid><orcidid>https://orcid.org/0000-0002-3354-2864</orcidid><orcidid>https://orcid.org/0000-0002-9807-3851</orcidid><orcidid>https://orcid.org/0000000298073851</orcidid><orcidid>https://orcid.org/0000000233542864</orcidid><orcidid>https://orcid.org/0000000232219467</orcidid><orcidid>https://orcid.org/0000000315824005</orcidid><orcidid>https://orcid.org/0000000159582584</orcidid><orcidid>https://orcid.org/0000000228592664</orcidid><orcidid>https://orcid.org/0000000277117632</orcidid><oa>free_for_read</oa></addata></record> |
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subjects | Calibration Carbon Carbon cycle Design Discharge Empiricism ENVIRONMENTAL SCIENCES Fluvial sediments Gauges Geomorphology Headwaters Kinematics Modelling Modules Nutrient cycles Nutrients Oceans Parameter estimation Reservoir management Reservoir operation Reservoirs River networks River sediments River systems Rivers Seasonal variation Seasonal variations Sediment Sediment discharge Sediment transport Sediment, Suspended Soil erosion Soil management Stream discharge Stream flow Streamflow Streams Suspended sediments Transport processes Transportation Trapping Water demand |
title | A new large-scale suspended sediment model and its application over the United States |
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