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ORCHIDEE-PEAT (revision 4596), a model for northern peatland CO2, water, and energy fluxes on daily to annual scales
Peatlands store substantial amounts of carbon and are vulnerable to climate change. We present a modified version of the Organising Carbon and Hydrology In Dynamic Ecosystems (ORCHIDEE) land surface model for simulating the hydrology, surface energy, and CO2 fluxes of peatlands on daily to annual ti...
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creator | Qiu, Chunjing Zhu, Dan Ciais, Philippe Guenet, Bertrand Krinner, Gerhard Peng, Shushi Aurela, Mika Bernhofer, Christian Brümmer, Christian Bret-Harte, Syndonia Chu, Housen Chen, Jiquan Desai, Ankur R Dušek, Jiří Euskirchen, Eugénie S Fortuniak, Krzysztof Flanagan, Lawrence B Friborg, Thomas Grygoruk, Mateusz Gogo, Sébastien Grünwald, Thomas Hansen, Birger U Holl, David Humphreys, Elyn Hurkuck, Miriam Kiely, Gerard Klatt, Janina Kutzbach, Lars Largeron, Chloé Laggoun-Défarge, Fatima Lund, Magnus Lafleur, Peter M Li, Xuefei Mammarella, Ivan Merbold, Lutz Nilsson, Mats B Olejnik, Janusz Ottosson-Löfvenius, Mikaell Oechel, Walter C Parmentier, Frans-Jan W Peichl, Matthias Pirk, Norbert Peltola, Olli Pawlak, Włodzimierz Rasse, Daniel Rinne, Janne Shaver, Gaius R Schmid, Hans Peter Sottocornola, Matteo Steinbrecher, Rainer Sachs, Torsten Urbaniak, Marek Zona, Donatella Ziemblinska, Klaudia |
description | Peatlands store substantial amounts of carbon and are vulnerable to climate change. We present a modified version of the Organising Carbon and Hydrology In Dynamic Ecosystems (ORCHIDEE) land surface model for simulating the hydrology, surface energy, and CO2 fluxes of peatlands on daily to annual timescales. The model includes a separate soil tile in each 0.5° grid cell, defined from a global peatland map and identified with peat-specific soil hydraulic properties. Runoff from non-peat vegetation within a grid cell containing a fraction of peat is routed to this peat soil tile, which maintains shallow water tables. The water table position separates oxic from anoxic decomposition. The model was evaluated against eddy-covariance (EC) observations from 30 northern peatland sites, with the maximum rate of carboxylation (Vcmax) being optimized at each site. Regarding short-term day-to-day variations, the model performance was good for gross primary production (GPP) (r2 = 0.76; Nash–Sutcliffe modeling efficiency, MEF = 0.76) and ecosystem respiration (ER, r2 = 0.78, MEF = 0.75), with lesser accuracy for latent heat fluxes (LE, r2 = 0.42, MEF = 0.14) and and net ecosystem CO2 exchange (NEE, r2 = 0.38, MEF = 0.26). Seasonal variations in GPP, ER, NEE, and energy fluxes on monthly scales showed moderate to high r2 values (0.57–0.86). For spatial across-site gradients of annual mean GPP, ER, NEE, and LE, r2 values of 0.93, 0.89, 0.27, and 0.71 were achieved, respectively. Water table (WT) variation was not well predicted (r2 |
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We present a modified version of the Organising Carbon and Hydrology In Dynamic Ecosystems (ORCHIDEE) land surface model for simulating the hydrology, surface energy, and CO2 fluxes of peatlands on daily to annual timescales. The model includes a separate soil tile in each 0.5° grid cell, defined from a global peatland map and identified with peat-specific soil hydraulic properties. Runoff from non-peat vegetation within a grid cell containing a fraction of peat is routed to this peat soil tile, which maintains shallow water tables. The water table position separates oxic from anoxic decomposition. The model was evaluated against eddy-covariance (EC) observations from 30 northern peatland sites, with the maximum rate of carboxylation (Vcmax) being optimized at each site. Regarding short-term day-to-day variations, the model performance was good for gross primary production (GPP) (r2 = 0.76; Nash–Sutcliffe modeling efficiency, MEF = 0.76) and ecosystem respiration (ER, r2 = 0.78, MEF = 0.75), with lesser accuracy for latent heat fluxes (LE, r2 = 0.42, MEF = 0.14) and and net ecosystem CO2 exchange (NEE, r2 = 0.38, MEF = 0.26). Seasonal variations in GPP, ER, NEE, and energy fluxes on monthly scales showed moderate to high r2 values (0.57–0.86). For spatial across-site gradients of annual mean GPP, ER, NEE, and LE, r2 values of 0.93, 0.89, 0.27, and 0.71 were achieved, respectively. Water table (WT) variation was not well predicted (r2 < 0.1), likely due to the uncertain water input to the peat from surrounding areas. However, the poor performance of WT simulation did not greatly affect predictions of ER and NEE. We found a significant relationship between optimized Vcmax and latitude (temperature), which better reflects the spatial gradients of annual NEE than using an average Vcmax value.</description><language>eng</language><creationdate>2018</creationdate><rights>info:eu-repo/semantics/openAccess</rights><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><link.rule.ids>230,780,885,26567</link.rule.ids><linktorsrc>$$Uhttp://hdl.handle.net/11250/2499167$$EView_record_in_NORA$$FView_record_in_$$GNORA$$Hfree_for_read</linktorsrc></links><search><creatorcontrib>Qiu, Chunjing</creatorcontrib><creatorcontrib>Zhu, Dan</creatorcontrib><creatorcontrib>Ciais, Philippe</creatorcontrib><creatorcontrib>Guenet, Bertrand</creatorcontrib><creatorcontrib>Krinner, Gerhard</creatorcontrib><creatorcontrib>Peng, Shushi</creatorcontrib><creatorcontrib>Aurela, Mika</creatorcontrib><creatorcontrib>Bernhofer, Christian</creatorcontrib><creatorcontrib>Brümmer, Christian</creatorcontrib><creatorcontrib>Bret-Harte, Syndonia</creatorcontrib><creatorcontrib>Chu, Housen</creatorcontrib><creatorcontrib>Chen, Jiquan</creatorcontrib><creatorcontrib>Desai, Ankur R</creatorcontrib><creatorcontrib>Dušek, Jiří</creatorcontrib><creatorcontrib>Euskirchen, Eugénie S</creatorcontrib><creatorcontrib>Fortuniak, Krzysztof</creatorcontrib><creatorcontrib>Flanagan, Lawrence B</creatorcontrib><creatorcontrib>Friborg, Thomas</creatorcontrib><creatorcontrib>Grygoruk, Mateusz</creatorcontrib><creatorcontrib>Gogo, Sébastien</creatorcontrib><creatorcontrib>Grünwald, Thomas</creatorcontrib><creatorcontrib>Hansen, Birger U</creatorcontrib><creatorcontrib>Holl, David</creatorcontrib><creatorcontrib>Humphreys, Elyn</creatorcontrib><creatorcontrib>Hurkuck, Miriam</creatorcontrib><creatorcontrib>Kiely, Gerard</creatorcontrib><creatorcontrib>Klatt, Janina</creatorcontrib><creatorcontrib>Kutzbach, Lars</creatorcontrib><creatorcontrib>Largeron, Chloé</creatorcontrib><creatorcontrib>Laggoun-Défarge, Fatima</creatorcontrib><creatorcontrib>Lund, Magnus</creatorcontrib><creatorcontrib>Lafleur, Peter M</creatorcontrib><creatorcontrib>Li, Xuefei</creatorcontrib><creatorcontrib>Mammarella, Ivan</creatorcontrib><creatorcontrib>Merbold, Lutz</creatorcontrib><creatorcontrib>Nilsson, Mats B</creatorcontrib><creatorcontrib>Olejnik, Janusz</creatorcontrib><creatorcontrib>Ottosson-Löfvenius, Mikaell</creatorcontrib><creatorcontrib>Oechel, Walter C</creatorcontrib><creatorcontrib>Parmentier, Frans-Jan W</creatorcontrib><creatorcontrib>Peichl, Matthias</creatorcontrib><creatorcontrib>Pirk, Norbert</creatorcontrib><creatorcontrib>Peltola, Olli</creatorcontrib><creatorcontrib>Pawlak, Włodzimierz</creatorcontrib><creatorcontrib>Rasse, Daniel</creatorcontrib><creatorcontrib>Rinne, Janne</creatorcontrib><creatorcontrib>Shaver, Gaius R</creatorcontrib><creatorcontrib>Schmid, Hans Peter</creatorcontrib><creatorcontrib>Sottocornola, Matteo</creatorcontrib><creatorcontrib>Steinbrecher, Rainer</creatorcontrib><creatorcontrib>Sachs, Torsten</creatorcontrib><creatorcontrib>Urbaniak, Marek</creatorcontrib><creatorcontrib>Zona, Donatella</creatorcontrib><creatorcontrib>Ziemblinska, Klaudia</creatorcontrib><title>ORCHIDEE-PEAT (revision 4596), a model for northern peatland CO2, water, and energy fluxes on daily to annual scales</title><description>Peatlands store substantial amounts of carbon and are vulnerable to climate change. We present a modified version of the Organising Carbon and Hydrology In Dynamic Ecosystems (ORCHIDEE) land surface model for simulating the hydrology, surface energy, and CO2 fluxes of peatlands on daily to annual timescales. The model includes a separate soil tile in each 0.5° grid cell, defined from a global peatland map and identified with peat-specific soil hydraulic properties. Runoff from non-peat vegetation within a grid cell containing a fraction of peat is routed to this peat soil tile, which maintains shallow water tables. The water table position separates oxic from anoxic decomposition. The model was evaluated against eddy-covariance (EC) observations from 30 northern peatland sites, with the maximum rate of carboxylation (Vcmax) being optimized at each site. Regarding short-term day-to-day variations, the model performance was good for gross primary production (GPP) (r2 = 0.76; Nash–Sutcliffe modeling efficiency, MEF = 0.76) and ecosystem respiration (ER, r2 = 0.78, MEF = 0.75), with lesser accuracy for latent heat fluxes (LE, r2 = 0.42, MEF = 0.14) and and net ecosystem CO2 exchange (NEE, r2 = 0.38, MEF = 0.26). Seasonal variations in GPP, ER, NEE, and energy fluxes on monthly scales showed moderate to high r2 values (0.57–0.86). For spatial across-site gradients of annual mean GPP, ER, NEE, and LE, r2 values of 0.93, 0.89, 0.27, and 0.71 were achieved, respectively. Water table (WT) variation was not well predicted (r2 < 0.1), likely due to the uncertain water input to the peat from surrounding areas. However, the poor performance of WT simulation did not greatly affect predictions of ER and NEE. We found a significant relationship between optimized Vcmax and latitude (temperature), which better reflects the spatial gradients of annual NEE than using an average Vcmax value.</description><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2018</creationdate><recordtype>article</recordtype><sourceid>3HK</sourceid><recordid>eNqNjcEKgkAURd20iOofXrsChTQ1XIZN2KoI9_LQZw28ZmJmrPz7ZtEHtLoc7uHeaeDO17I6HYSILmJfw8rQS1qpFaRZka9DQHjojhh6bUBp4-5kFDwJHaPqoDwnIbzRkfGmZ1JkbiP0PHzIgl_pUPIITvtWDchgW2Sy82DSI1ta_HIWLI-iLquoNdI6qRr_hE0cJ9mmSdKiiPPd9h_nC7KwQGM</recordid><startdate>2018</startdate><enddate>2018</enddate><creator>Qiu, Chunjing</creator><creator>Zhu, Dan</creator><creator>Ciais, Philippe</creator><creator>Guenet, Bertrand</creator><creator>Krinner, Gerhard</creator><creator>Peng, Shushi</creator><creator>Aurela, Mika</creator><creator>Bernhofer, Christian</creator><creator>Brümmer, Christian</creator><creator>Bret-Harte, Syndonia</creator><creator>Chu, 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Eugénie S ; Fortuniak, Krzysztof ; Flanagan, Lawrence B ; Friborg, Thomas ; Grygoruk, Mateusz ; Gogo, Sébastien ; Grünwald, Thomas ; Hansen, Birger U ; Holl, David ; Humphreys, Elyn ; Hurkuck, Miriam ; Kiely, Gerard ; Klatt, Janina ; Kutzbach, Lars ; Largeron, Chloé ; Laggoun-Défarge, Fatima ; Lund, Magnus ; Lafleur, Peter M ; Li, Xuefei ; Mammarella, Ivan ; Merbold, Lutz ; Nilsson, Mats B ; Olejnik, Janusz ; Ottosson-Löfvenius, Mikaell ; Oechel, Walter C ; Parmentier, Frans-Jan W ; Peichl, Matthias ; Pirk, Norbert ; Peltola, Olli ; Pawlak, Włodzimierz ; Rasse, Daniel ; Rinne, Janne ; Shaver, Gaius R ; Schmid, Hans Peter ; Sottocornola, Matteo ; Steinbrecher, Rainer ; Sachs, Torsten ; Urbaniak, Marek ; Zona, Donatella ; Ziemblinska, Klaudia</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-cristin_nora_11250_24991673</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2018</creationdate><toplevel>online_resources</toplevel><creatorcontrib>Qiu, Chunjing</creatorcontrib><creatorcontrib>Zhu, Dan</creatorcontrib><creatorcontrib>Ciais, Philippe</creatorcontrib><creatorcontrib>Guenet, Bertrand</creatorcontrib><creatorcontrib>Krinner, Gerhard</creatorcontrib><creatorcontrib>Peng, Shushi</creatorcontrib><creatorcontrib>Aurela, Mika</creatorcontrib><creatorcontrib>Bernhofer, Christian</creatorcontrib><creatorcontrib>Brümmer, Christian</creatorcontrib><creatorcontrib>Bret-Harte, Syndonia</creatorcontrib><creatorcontrib>Chu, Housen</creatorcontrib><creatorcontrib>Chen, Jiquan</creatorcontrib><creatorcontrib>Desai, Ankur R</creatorcontrib><creatorcontrib>Dušek, Jiří</creatorcontrib><creatorcontrib>Euskirchen, Eugénie 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Research Archives</collection></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext_linktorsrc</fulltext></delivery><addata><au>Qiu, Chunjing</au><au>Zhu, Dan</au><au>Ciais, Philippe</au><au>Guenet, Bertrand</au><au>Krinner, Gerhard</au><au>Peng, Shushi</au><au>Aurela, Mika</au><au>Bernhofer, Christian</au><au>Brümmer, Christian</au><au>Bret-Harte, Syndonia</au><au>Chu, Housen</au><au>Chen, Jiquan</au><au>Desai, Ankur R</au><au>Dušek, Jiří</au><au>Euskirchen, Eugénie S</au><au>Fortuniak, Krzysztof</au><au>Flanagan, Lawrence B</au><au>Friborg, Thomas</au><au>Grygoruk, Mateusz</au><au>Gogo, Sébastien</au><au>Grünwald, Thomas</au><au>Hansen, Birger U</au><au>Holl, David</au><au>Humphreys, Elyn</au><au>Hurkuck, Miriam</au><au>Kiely, Gerard</au><au>Klatt, Janina</au><au>Kutzbach, Lars</au><au>Largeron, Chloé</au><au>Laggoun-Défarge, Fatima</au><au>Lund, Magnus</au><au>Lafleur, Peter M</au><au>Li, Xuefei</au><au>Mammarella, Ivan</au><au>Merbold, Lutz</au><au>Nilsson, Mats B</au><au>Olejnik, Janusz</au><au>Ottosson-Löfvenius, Mikaell</au><au>Oechel, Walter C</au><au>Parmentier, Frans-Jan W</au><au>Peichl, Matthias</au><au>Pirk, Norbert</au><au>Peltola, Olli</au><au>Pawlak, Włodzimierz</au><au>Rasse, Daniel</au><au>Rinne, Janne</au><au>Shaver, Gaius R</au><au>Schmid, Hans Peter</au><au>Sottocornola, Matteo</au><au>Steinbrecher, Rainer</au><au>Sachs, Torsten</au><au>Urbaniak, Marek</au><au>Zona, Donatella</au><au>Ziemblinska, Klaudia</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>ORCHIDEE-PEAT (revision 4596), a model for northern peatland CO2, water, and energy fluxes on daily to annual scales</atitle><date>2018</date><risdate>2018</risdate><abstract>Peatlands store substantial amounts of carbon and are vulnerable to climate change. We present a modified version of the Organising Carbon and Hydrology In Dynamic Ecosystems (ORCHIDEE) land surface model for simulating the hydrology, surface energy, and CO2 fluxes of peatlands on daily to annual timescales. The model includes a separate soil tile in each 0.5° grid cell, defined from a global peatland map and identified with peat-specific soil hydraulic properties. Runoff from non-peat vegetation within a grid cell containing a fraction of peat is routed to this peat soil tile, which maintains shallow water tables. The water table position separates oxic from anoxic decomposition. The model was evaluated against eddy-covariance (EC) observations from 30 northern peatland sites, with the maximum rate of carboxylation (Vcmax) being optimized at each site. Regarding short-term day-to-day variations, the model performance was good for gross primary production (GPP) (r2 = 0.76; Nash–Sutcliffe modeling efficiency, MEF = 0.76) and ecosystem respiration (ER, r2 = 0.78, MEF = 0.75), with lesser accuracy for latent heat fluxes (LE, r2 = 0.42, MEF = 0.14) and and net ecosystem CO2 exchange (NEE, r2 = 0.38, MEF = 0.26). Seasonal variations in GPP, ER, NEE, and energy fluxes on monthly scales showed moderate to high r2 values (0.57–0.86). For spatial across-site gradients of annual mean GPP, ER, NEE, and LE, r2 values of 0.93, 0.89, 0.27, and 0.71 were achieved, respectively. Water table (WT) variation was not well predicted (r2 < 0.1), likely due to the uncertain water input to the peat from surrounding areas. However, the poor performance of WT simulation did not greatly affect predictions of ER and NEE. We found a significant relationship between optimized Vcmax and latitude (temperature), which better reflects the spatial gradients of annual NEE than using an average Vcmax value.</abstract><oa>free_for_read</oa></addata></record> |
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source | NORA - Norwegian Open Research Archives |
title | ORCHIDEE-PEAT (revision 4596), a model for northern peatland CO2, water, and energy fluxes on daily to annual scales |
url | http://sfxeu10.hosted.exlibrisgroup.com/loughborough?ctx_ver=Z39.88-2004&ctx_enc=info:ofi/enc:UTF-8&ctx_tim=2025-01-07T14%3A48%3A53IST&url_ver=Z39.88-2004&url_ctx_fmt=infofi/fmt:kev:mtx:ctx&rfr_id=info:sid/primo.exlibrisgroup.com:primo3-Article-cristin_3HK&rft_val_fmt=info:ofi/fmt:kev:mtx:journal&rft.genre=article&rft.atitle=ORCHIDEE-PEAT%20(revision%204596),%20a%20model%20for%20northern%20peatland%20CO2,%20water,%20and%20energy%20fluxes%20on%20daily%20to%20annual%20scales&rft.au=Qiu,%20Chunjing&rft.date=2018&rft_id=info:doi/&rft_dat=%3Ccristin_3HK%3E11250_2499167%3C/cristin_3HK%3E%3Cgrp_id%3Ecdi_FETCH-cristin_nora_11250_24991673%3C/grp_id%3E%3Coa%3E%3C/oa%3E%3Curl%3E%3C/url%3E&rft_id=info:oai/&rft_id=info:pmid/&rfr_iscdi=true |