A global Bayesian temperature calibration for lacustrine brGDGTs. (15th July 2021)
- Record Type:
- Journal Article
- Title:
- A global Bayesian temperature calibration for lacustrine brGDGTs. (15th July 2021)
- Main Title:
- A global Bayesian temperature calibration for lacustrine brGDGTs
- Authors:
- Martínez-Sosa, Pablo
Tierney, Jessica E.
Stefanescu, Ioana C.
Dearing Crampton-Flood, Emily
Shuman, Bryan N.
Routson, Cody - Abstract:
- Abstract: Despite widespread use of branched glycerol dialkyl glycerol tetraethers (brGDGTs) for paleo-temperature reconstruction, no global calibration for their application in lakes has been generated since improved analytical methods have allowed for the separation of the structural isomers. This is a substantial obstacle for the application of this tool as soil calibrations underestimate temperature values when applied to lake sediments. Here, we present a comprehensive dataset ( N = 272 ) of lacustrine brGDGT distributions, consisting of both new and previously reported samples, spanning a wide range of geographical locations, air temperatures, and lakewater pH values. Empirical Orthogonal Function (EOF) analysis on the fractional abundance of brGDGTs indicates that temperature exerts a strong control (explaining 58 % of the variance) on brGDGT distribution. The influence of water chemistry is weaker, with pH and conductivity explaining 24 % of the variance. We use our dataset to generate a new Bayesian calibration to the mean temperature of Months Above Freezing (MAF), which has an R 2 = 0.82 and RMSE = 2.9 ° C. Application of the new temperature calibration to a previously published lake core record spanning the last 900 years demonstrates that it generates values comparable to instrumental observations of MAF. Our new calibration facilitates the use of lacustrine brGDGTs to reconstruct continental temperatures, a vital piece of information for understanding pastAbstract: Despite widespread use of branched glycerol dialkyl glycerol tetraethers (brGDGTs) for paleo-temperature reconstruction, no global calibration for their application in lakes has been generated since improved analytical methods have allowed for the separation of the structural isomers. This is a substantial obstacle for the application of this tool as soil calibrations underestimate temperature values when applied to lake sediments. Here, we present a comprehensive dataset ( N = 272 ) of lacustrine brGDGT distributions, consisting of both new and previously reported samples, spanning a wide range of geographical locations, air temperatures, and lakewater pH values. Empirical Orthogonal Function (EOF) analysis on the fractional abundance of brGDGTs indicates that temperature exerts a strong control (explaining 58 % of the variance) on brGDGT distribution. The influence of water chemistry is weaker, with pH and conductivity explaining 24 % of the variance. We use our dataset to generate a new Bayesian calibration to the mean temperature of Months Above Freezing (MAF), which has an R 2 = 0.82 and RMSE = 2.9 ° C. Application of the new temperature calibration to a previously published lake core record spanning the last 900 years demonstrates that it generates values comparable to instrumental observations of MAF. Our new calibration facilitates the use of lacustrine brGDGTs to reconstruct continental temperatures, a vital piece of information for understanding past climates. … (more)
- Is Part Of:
- Geochimica et cosmochimica acta. Volume 305(2021)
- Journal:
- Geochimica et cosmochimica acta
- Issue:
- Volume 305(2021)
- Issue Display:
- Volume 305, Issue 2021 (2021)
- Year:
- 2021
- Volume:
- 305
- Issue:
- 2021
- Issue Sort Value:
- 2021-0305-2021-0000
- Page Start:
- 87
- Page End:
- 105
- Publication Date:
- 2021-07-15
- Subjects:
- brGDGTs -- Lakes -- Bayesian statistics -- Calibration
Geochemistry -- Periodicals
Meteorites -- Periodicals
Géochimie -- Périodiques
Météorites -- Périodiques
Geochemie
Astrochemie
Electronic journals
551.905 - Journal URLs:
- http://www.sciencedirect.com/science/journal/00167037 ↗
http://catalog.hathitrust.org/api/volumes/oclc/1570626.html ↗
http://books.google.com/books?id=8IjzAAAAMAAJ ↗
http://books.google.com/books?id=mInzAAAAMAAJ ↗
http://www.elsevier.com/journals ↗ - DOI:
- 10.1016/j.gca.2021.04.038 ↗
- Languages:
- English
- ISSNs:
- 0016-7037
- Deposit Type:
- Legaldeposit
- View Content:
- Available online (eLD content is only available in our Reading Rooms) ↗
- Physical Locations:
- British Library DSC - 4117.000000
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