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The influence of near-field fluxes on seasonal carbon dioxide enhancements: results from the Indianapolis Flux Experiment (INFLUX)
BACKGROUND: Networks of tower-based CO(2) mole fraction sensors have been deployed by various groups in and around cities across the world to quantify anthropogenic CO(2) emissions from metropolitan areas. A critical aspect in these approaches is the separation of atmospheric signatures from distant...
Autores principales: | , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Springer International Publishing
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7847578/ https://www.ncbi.nlm.nih.gov/pubmed/33515367 http://dx.doi.org/10.1186/s13021-020-00166-z |
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author | Miles, Natasha L. Davis, Kenneth J. Richardson, Scott J. Lauvaux, Thomas Martins, Douglas K. Deng, A. J. Balashov, Nikolay Gurney, Kevin R. Liang, Jianming Roest, Geoff Wang, Jonathan A. Turnbull, Jocelyn C. |
author_facet | Miles, Natasha L. Davis, Kenneth J. Richardson, Scott J. Lauvaux, Thomas Martins, Douglas K. Deng, A. J. Balashov, Nikolay Gurney, Kevin R. Liang, Jianming Roest, Geoff Wang, Jonathan A. Turnbull, Jocelyn C. |
author_sort | Miles, Natasha L. |
collection | PubMed |
description | BACKGROUND: Networks of tower-based CO(2) mole fraction sensors have been deployed by various groups in and around cities across the world to quantify anthropogenic CO(2) emissions from metropolitan areas. A critical aspect in these approaches is the separation of atmospheric signatures from distant sources and sinks (i.e., the background) from local emissions and biogenic fluxes. We examined CO(2) enhancements compared to forested and agricultural background towers in Indianapolis, Indiana, USA, as a function of season and compared them to modeled results, as a part of the Indianapolis Flux (INFLUX) project. RESULTS: At the INFLUX urban tower sites, daytime growing season enhancement on a monthly timescale was up to 4.3–6.5 ppm, 2.6 times as large as those in the dormant season, on average. The enhancement differed significantly depending on choice of background and time of year, being 2.8 ppm higher in June and 1.8 ppm lower in August using a forested background tower compared to an agricultural background tower. A prediction based on land cover and observed CO(2) fluxes showed that differences in phenology and drawdown intensities drove measured differences in enhancements. Forward modelled CO(2) enhancements using fossil fuel and biogenic fluxes indicated growing season model-data mismatch of 1.1 ± 1.7 ppm for the agricultural background and 2.1 ± 0.5 ppm for the forested background, corresponding to 25–29% of the modelled CO(2) enhancements. The model-data total CO(2) mismatch during the dormant season was low, − 0.1 ± 0.5 ppm. CONCLUSIONS: Because growing season biogenic fluxes at the background towers are large, the urban enhancements must be disentangled from the biogenic signal, and growing season increases in CO(2) enhancement could be misinterpreted as increased anthropogenic fluxes if the background ecosystem CO(2) drawdown is not considered. The magnitude and timing of enhancements depend on the land cover type and net fluxes surrounding each background tower, so a simple box model is not appropriate for interpretation of these data. Quantification of the seasonality and magnitude of the biological fluxes in the study region using high-resolution and detailed biogenic models is necessary for the interpretation of tower-based urban CO(2) networks for cities with significant vegetation. |
format | Online Article Text |
id | pubmed-7847578 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Springer International Publishing |
record_format | MEDLINE/PubMed |
spelling | pubmed-78475782021-02-01 The influence of near-field fluxes on seasonal carbon dioxide enhancements: results from the Indianapolis Flux Experiment (INFLUX) Miles, Natasha L. Davis, Kenneth J. Richardson, Scott J. Lauvaux, Thomas Martins, Douglas K. Deng, A. J. Balashov, Nikolay Gurney, Kevin R. Liang, Jianming Roest, Geoff Wang, Jonathan A. Turnbull, Jocelyn C. Carbon Balance Manag Research BACKGROUND: Networks of tower-based CO(2) mole fraction sensors have been deployed by various groups in and around cities across the world to quantify anthropogenic CO(2) emissions from metropolitan areas. A critical aspect in these approaches is the separation of atmospheric signatures from distant sources and sinks (i.e., the background) from local emissions and biogenic fluxes. We examined CO(2) enhancements compared to forested and agricultural background towers in Indianapolis, Indiana, USA, as a function of season and compared them to modeled results, as a part of the Indianapolis Flux (INFLUX) project. RESULTS: At the INFLUX urban tower sites, daytime growing season enhancement on a monthly timescale was up to 4.3–6.5 ppm, 2.6 times as large as those in the dormant season, on average. The enhancement differed significantly depending on choice of background and time of year, being 2.8 ppm higher in June and 1.8 ppm lower in August using a forested background tower compared to an agricultural background tower. A prediction based on land cover and observed CO(2) fluxes showed that differences in phenology and drawdown intensities drove measured differences in enhancements. Forward modelled CO(2) enhancements using fossil fuel and biogenic fluxes indicated growing season model-data mismatch of 1.1 ± 1.7 ppm for the agricultural background and 2.1 ± 0.5 ppm for the forested background, corresponding to 25–29% of the modelled CO(2) enhancements. The model-data total CO(2) mismatch during the dormant season was low, − 0.1 ± 0.5 ppm. CONCLUSIONS: Because growing season biogenic fluxes at the background towers are large, the urban enhancements must be disentangled from the biogenic signal, and growing season increases in CO(2) enhancement could be misinterpreted as increased anthropogenic fluxes if the background ecosystem CO(2) drawdown is not considered. The magnitude and timing of enhancements depend on the land cover type and net fluxes surrounding each background tower, so a simple box model is not appropriate for interpretation of these data. Quantification of the seasonality and magnitude of the biological fluxes in the study region using high-resolution and detailed biogenic models is necessary for the interpretation of tower-based urban CO(2) networks for cities with significant vegetation. Springer International Publishing 2021-01-30 /pmc/articles/PMC7847578/ /pubmed/33515367 http://dx.doi.org/10.1186/s13021-020-00166-z Text en © The Author(s) 2021 Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated in a credit line to the data. |
spellingShingle | Research Miles, Natasha L. Davis, Kenneth J. Richardson, Scott J. Lauvaux, Thomas Martins, Douglas K. Deng, A. J. Balashov, Nikolay Gurney, Kevin R. Liang, Jianming Roest, Geoff Wang, Jonathan A. Turnbull, Jocelyn C. The influence of near-field fluxes on seasonal carbon dioxide enhancements: results from the Indianapolis Flux Experiment (INFLUX) |
title | The influence of near-field fluxes on seasonal carbon dioxide enhancements: results from the Indianapolis Flux Experiment (INFLUX) |
title_full | The influence of near-field fluxes on seasonal carbon dioxide enhancements: results from the Indianapolis Flux Experiment (INFLUX) |
title_fullStr | The influence of near-field fluxes on seasonal carbon dioxide enhancements: results from the Indianapolis Flux Experiment (INFLUX) |
title_full_unstemmed | The influence of near-field fluxes on seasonal carbon dioxide enhancements: results from the Indianapolis Flux Experiment (INFLUX) |
title_short | The influence of near-field fluxes on seasonal carbon dioxide enhancements: results from the Indianapolis Flux Experiment (INFLUX) |
title_sort | influence of near-field fluxes on seasonal carbon dioxide enhancements: results from the indianapolis flux experiment (influx) |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7847578/ https://www.ncbi.nlm.nih.gov/pubmed/33515367 http://dx.doi.org/10.1186/s13021-020-00166-z |
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