Quantifying the Spatial Representativeness of Carbon Flux Footprints of a Grassland Ecosystem in the Semi‐Arid Region. Issue 7 (3rd April 2023)
- Record Type:
- Journal Article
- Title:
- Quantifying the Spatial Representativeness of Carbon Flux Footprints of a Grassland Ecosystem in the Semi‐Arid Region. Issue 7 (3rd April 2023)
- Main Title:
- Quantifying the Spatial Representativeness of Carbon Flux Footprints of a Grassland Ecosystem in the Semi‐Arid Region
- Authors:
- Gong, Haixing
Wang, Yanyu
Wang, Guoyin
Gao, Yuqiu
Li, Guo
Kuang, Zexing
Zhuo, Xianwang
Bi, Jianrong
Wang, Peng
Wang, Weijie
Cheng, Tiantao - Abstract:
- Abstract: Quantifying the single‐site representativeness of carbon flux footprints plays a crucial role in land‐atmosphere interaction, especially in semi‐arid regions with high‐frequency turbulence. In this study, we used multi‐platform datasets, including observational data derived from the eddy covariance flux monitoring systems of the Semi‐Arid Climate and Environment Observatory of Lanzhou University (SACOL) and multivariate satellite remote sensing, to explore the distribution characteristics of carbon flux footprints during 2007–2016, using a Flux Footprint Prediction model. The relative importance of atmospheric boundary layer factors and vegetation factors on the area of carbon flux footprints was quantified by correlation analysis, multiple stepwise regression, and random forest. Physical mechanisms affecting the differences in the spatial distribution of carbon flux footprints were also analyzed. The results show that the carbon flux footprints are usually distributed on the prevailing wind side of the station, whose main contributing source area is the relatively flat grassland at the summit range of SACOL, with a spatial representativeness of 67.4–507.2 m in length and 54, 982–105, 329 m 2 in area. Mechanism studies have shown that the frictional velocity, vegetation Index, atmospheric instability parameters, and wind speed have significant importance on the area of carbon flux footprints due to dynamic and thermal forcing, with frictional velocity beingAbstract: Quantifying the single‐site representativeness of carbon flux footprints plays a crucial role in land‐atmosphere interaction, especially in semi‐arid regions with high‐frequency turbulence. In this study, we used multi‐platform datasets, including observational data derived from the eddy covariance flux monitoring systems of the Semi‐Arid Climate and Environment Observatory of Lanzhou University (SACOL) and multivariate satellite remote sensing, to explore the distribution characteristics of carbon flux footprints during 2007–2016, using a Flux Footprint Prediction model. The relative importance of atmospheric boundary layer factors and vegetation factors on the area of carbon flux footprints was quantified by correlation analysis, multiple stepwise regression, and random forest. Physical mechanisms affecting the differences in the spatial distribution of carbon flux footprints were also analyzed. The results show that the carbon flux footprints are usually distributed on the prevailing wind side of the station, whose main contributing source area is the relatively flat grassland at the summit range of SACOL, with a spatial representativeness of 67.4–507.2 m in length and 54, 982–105, 329 m 2 in area. Mechanism studies have shown that the frictional velocity, vegetation Index, atmospheric instability parameters, and wind speed have significant importance on the area of carbon flux footprints due to dynamic and thermal forcing, with frictional velocity being dominant, while wind direction has a major effect on the profile shape. This study provides references for the representativeness of site fluxes for semi‐arid regions dominated by grassland ecosystems where observations are often scarce. Plain Language Summary: Carbon flux footprints, which reflect the actual conditions of flux contribution source area, are mainly used to investigate spatial representativeness of flux tower, but often overlooked. Here we directly simulate and quantify carbon flux footprints of a grassland ecosystem in the semi‐arid region. We find that the 90% of carbon flux footprints were located on flat underlying surface about 500 m in the prevailing wind direction. Turbulence is the main medium for flux transport. Dynamic and thermal forcing on turbulence have significant importance on the area of carbon flux footprints, while wind direction has a major effect on the profile shape of the carbon flux footprints. It proves that the flux tower in the Semi‐Arid Climate and Environment Observatory of Lanzhou University has a typical representation of grassland ecosystems in semi‐arid regions by the analysis of carbon flux footprints. Key Points: The representativeness of carbon flux footprints of a grassland ecosystem in the semi‐arid region is quantified 90% (50%) of carbon flux footprints are located on the flat underlying surface about 507.2 m (78.5 m) in the prevailing wind direction Multiple model results indicate the dominance of frictional velocity on the area of carbon flux footprints … (more)
- Is Part Of:
- Journal of geophysical research. Volume 128:Issue 7(2023)
- Journal:
- Journal of geophysical research
- Issue:
- Volume 128:Issue 7(2023)
- Issue Display:
- Volume 128, Issue 7 (2023)
- Year:
- 2023
- Volume:
- 128
- Issue:
- 7
- Issue Sort Value:
- 2023-0128-0007-0000
- Page Start:
- n/a
- Page End:
- n/a
- Publication Date:
- 2023-04-03
- Subjects:
- Atmospheric physics -- Periodicals
Geophysics -- Periodicals
551.5 - Journal URLs:
- http://onlinelibrary.wiley.com/journal/10.1002/(ISSN)2169-8996 ↗
http://www.agu.org/journals/jd/ ↗
http://onlinelibrary.wiley.com/ ↗ - DOI:
- 10.1029/2022JD038269 ↗
- Languages:
- English
- ISSNs:
- 2169-897X
- Deposit Type:
- Legaldeposit
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- Available online (eLD content is only available in our Reading Rooms) ↗
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- British Library DSC - 4995.001000
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