Integrating Arctic Plant Functional Types in a Land Surface Model Using Above- and Belowground Field Observations

Accurate simulations of high-latitude ecosystems are critical for confident Earth system model (ESM) projections of carbon cycle feedbacks to global climate change. Land surface model components of ESMs, including the E3SM Land Model (ELM), simulate vegetation growth and ecosystem responses to chang...

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Published in:Journal of Advances in Modeling Earth Systems
Main Authors: Sulman, Benjamin, Salmon, Verity, Iversen, Colleen, Breen, Amy, Yuan, Fengming, Thornton, Peter E.
Language:unknown
Published: 2021
Subjects:
Online Access:http://www.osti.gov/servlets/purl/1780771
https://www.osti.gov/biblio/1780771
https://doi.org/10.1029/2020ms002396
id ftosti:oai:osti.gov:1780771
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spelling ftosti:oai:osti.gov:1780771 2023-07-30T04:00:57+02:00 Integrating Arctic Plant Functional Types in a Land Surface Model Using Above- and Belowground Field Observations Sulman, Benjamin Salmon, Verity Iversen, Colleen Breen, Amy Yuan, Fengming Thornton, Peter E. 2021-07-23 application/pdf http://www.osti.gov/servlets/purl/1780771 https://www.osti.gov/biblio/1780771 https://doi.org/10.1029/2020ms002396 unknown http://www.osti.gov/servlets/purl/1780771 https://www.osti.gov/biblio/1780771 https://doi.org/10.1029/2020ms002396 doi:10.1029/2020ms002396 54 ENVIRONMENTAL SCIENCES 2021 ftosti https://doi.org/10.1029/2020ms002396 2023-07-11T10:03:14Z Accurate simulations of high-latitude ecosystems are critical for confident Earth system model (ESM) projections of carbon cycle feedbacks to global climate change. Land surface model components of ESMs, including the E3SM Land Model (ELM), simulate vegetation growth and ecosystem responses to changing climate and atmospheric CO2 concentrations by grouping heterogeneous vegetation into like sets of plant functional types (PFTs). Many such models represent high-latitude vegetation using only two PFTs (shrub and grass), thereby missing the diversity of vegetation growth forms and functional traits in the Arctic. Here, we use field observations of biomass and leaf traits across a gradient of plant communities on the Seward Peninsula in northwest Alaska to replace the original ELM configuration for the first time with nine Arctic-specific PFTs. The newly developed PFTs include: (1) nonvascular mosses and lichens, (2) deciduous and evergreen shrubs of various height classes, including an alder PFT, (3) graminoids, and (4) forbs. Improvements relative to the original model configuration included greater belowground biomass allocation, persistent fine roots and rhizomes of nonwoody plants, and better representation of variability in total plant biomass across sites with varying plant communities and depth to bedrock. Simulations through 2100 using the RCP8.5 climate scenario and constant PFT fractional areas showed alder-dominated plant communities gaining more biomass and lichen-dominated communities gaining less biomass compared to default PFTs. Our results highlight how representing the diversity of arctic vegetation and confronting models with measurements from varied plant communities improves the representation of arctic vegetation in terrestrial ecosystem models. Other/Unknown Material Arctic Climate change Seward Peninsula Alaska SciTec Connect (Office of Scientific and Technical Information - OSTI, U.S. Department of Energy) Arctic Journal of Advances in Modeling Earth Systems 13 4
institution Open Polar
collection SciTec Connect (Office of Scientific and Technical Information - OSTI, U.S. Department of Energy)
op_collection_id ftosti
language unknown
topic 54 ENVIRONMENTAL SCIENCES
spellingShingle 54 ENVIRONMENTAL SCIENCES
Sulman, Benjamin
Salmon, Verity
Iversen, Colleen
Breen, Amy
Yuan, Fengming
Thornton, Peter E.
Integrating Arctic Plant Functional Types in a Land Surface Model Using Above- and Belowground Field Observations
topic_facet 54 ENVIRONMENTAL SCIENCES
description Accurate simulations of high-latitude ecosystems are critical for confident Earth system model (ESM) projections of carbon cycle feedbacks to global climate change. Land surface model components of ESMs, including the E3SM Land Model (ELM), simulate vegetation growth and ecosystem responses to changing climate and atmospheric CO2 concentrations by grouping heterogeneous vegetation into like sets of plant functional types (PFTs). Many such models represent high-latitude vegetation using only two PFTs (shrub and grass), thereby missing the diversity of vegetation growth forms and functional traits in the Arctic. Here, we use field observations of biomass and leaf traits across a gradient of plant communities on the Seward Peninsula in northwest Alaska to replace the original ELM configuration for the first time with nine Arctic-specific PFTs. The newly developed PFTs include: (1) nonvascular mosses and lichens, (2) deciduous and evergreen shrubs of various height classes, including an alder PFT, (3) graminoids, and (4) forbs. Improvements relative to the original model configuration included greater belowground biomass allocation, persistent fine roots and rhizomes of nonwoody plants, and better representation of variability in total plant biomass across sites with varying plant communities and depth to bedrock. Simulations through 2100 using the RCP8.5 climate scenario and constant PFT fractional areas showed alder-dominated plant communities gaining more biomass and lichen-dominated communities gaining less biomass compared to default PFTs. Our results highlight how representing the diversity of arctic vegetation and confronting models with measurements from varied plant communities improves the representation of arctic vegetation in terrestrial ecosystem models.
author Sulman, Benjamin
Salmon, Verity
Iversen, Colleen
Breen, Amy
Yuan, Fengming
Thornton, Peter E.
author_facet Sulman, Benjamin
Salmon, Verity
Iversen, Colleen
Breen, Amy
Yuan, Fengming
Thornton, Peter E.
author_sort Sulman, Benjamin
title Integrating Arctic Plant Functional Types in a Land Surface Model Using Above- and Belowground Field Observations
title_short Integrating Arctic Plant Functional Types in a Land Surface Model Using Above- and Belowground Field Observations
title_full Integrating Arctic Plant Functional Types in a Land Surface Model Using Above- and Belowground Field Observations
title_fullStr Integrating Arctic Plant Functional Types in a Land Surface Model Using Above- and Belowground Field Observations
title_full_unstemmed Integrating Arctic Plant Functional Types in a Land Surface Model Using Above- and Belowground Field Observations
title_sort integrating arctic plant functional types in a land surface model using above- and belowground field observations
publishDate 2021
url http://www.osti.gov/servlets/purl/1780771
https://www.osti.gov/biblio/1780771
https://doi.org/10.1029/2020ms002396
geographic Arctic
geographic_facet Arctic
genre Arctic
Climate change
Seward Peninsula
Alaska
genre_facet Arctic
Climate change
Seward Peninsula
Alaska
op_relation http://www.osti.gov/servlets/purl/1780771
https://www.osti.gov/biblio/1780771
https://doi.org/10.1029/2020ms002396
doi:10.1029/2020ms002396
op_doi https://doi.org/10.1029/2020ms002396
container_title Journal of Advances in Modeling Earth Systems
container_volume 13
container_issue 4
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