Articles | Volume 12, issue 2
https://doi.org/10.5194/cp-12-525-2016
https://doi.org/10.5194/cp-12-525-2016
Research article
 | 
29 Feb 2016
Research article |  | 29 Feb 2016

A Bayesian hierarchical model for reconstructing relative sea level: from raw data to rates of change

Niamh Cahill, Andrew C. Kemp, Benjamin P. Horton, and Andrew C. Parnell

Related authors

Tide–surge interaction observed at Singapore and the east coast of Peninsular Malaysia using a semi-empirical model
Zhi Yang Koh, Benjamin S. Grandey, Dhrubajyoti Samanta, Adam D. Switzer, Benjamin P. Horton, Justin Dauwels, and Lock Yue Chew
Ocean Sci., 20, 1495–1511, https://doi.org/10.5194/os-20-1495-2024,https://doi.org/10.5194/os-20-1495-2024, 2024
Short summary
Monte Carlo drift correction – quantifying the drift uncertainty of global climate models
Benjamin S. Grandey, Zhi Yang Koh, Dhrubajyoti Samanta, Benjamin P. Horton, Justin Dauwels, and Lock Yue Chew
Geosci. Model Dev., 16, 6593–6608, https://doi.org/10.5194/gmd-16-6593-2023,https://doi.org/10.5194/gmd-16-6593-2023, 2023
Short summary
Palaeo-sea-level and palaeo-ice-sheet databases: problems, strategies, and perspectives
André Düsterhus, Alessio Rovere, Anders E. Carlson, Benjamin P. Horton, Volker Klemann, Lev Tarasov, Natasha L. M. Barlow, Tom Bradwell, Jorie Clark, Andrea Dutton, W. Roland Gehrels, Fiona D. Hibbert, Marc P. Hijma, Nicole Khan, Robert E. Kopp, Dorit Sivan, and Torbjörn E. Törnqvist
Clim. Past, 12, 911–921, https://doi.org/10.5194/cp-12-911-2016,https://doi.org/10.5194/cp-12-911-2016, 2016
Short summary
Joint inference of misaligned irregular time series with application to Greenland ice core data
T. K. Doan, J. Haslett, and A. C. Parnell
Adv. Stat. Clim. Meteorol. Oceanogr., 1, 15–27, https://doi.org/10.5194/ascmo-1-15-2015,https://doi.org/10.5194/ascmo-1-15-2015, 2015

Related subject area

Subject: Proxy Use-Development-Validation | Archive: Terrestrial Archives | Timescale: Holocene
A continental reconstruction of hydroclimatic variability in South America during the past 2000 years
Mathurin A. Choblet, Janica C. Bühler, Valdir F. Novello, Nathan J. Steiger, and Kira Rehfeld
Clim. Past, 20, 2117–2141, https://doi.org/10.5194/cp-20-2117-2024,https://doi.org/10.5194/cp-20-2117-2024, 2024
Short summary
A Holocene history of climate, fire, landscape evolution, and human activity in northeastern Iceland
Nicolò Ardenghi, David J. Harning, Jonathan H. Raberg, Brooke R. Holman, Thorvaldur Thordarson, Áslaug Geirsdóttir, Gifford H. Miller, and Julio Sepúlveda
Clim. Past, 20, 1087–1123, https://doi.org/10.5194/cp-20-1087-2024,https://doi.org/10.5194/cp-20-1087-2024, 2024
Short summary
A global compilation of diatom silica oxygen isotope records from lake sediment – trends and implications for climate reconstruction
Philip Meister, Anne Alexandre, Hannah Bailey, Philip Barker, Boris K. Biskaborn, Ellie Broadman, Rosine Cartier, Bernhard Chapligin, Martine Couapel, Jonathan R. Dean, Bernhard Diekmann, Poppy Harding, Andrew C. G. Henderson, Armand Hernandez, Ulrike Herzschuh, Svetlana S. Kostrova, Jack Lacey, Melanie J. Leng, Andreas Lücke, Anson W. Mackay, Eniko Katalin Magyari, Biljana Narancic, Cécile Porchier, Gunhild Rosqvist, Aldo Shemesh, Corinne Sonzogni, George E. A. Swann, Florence Sylvestre, and Hanno Meyer
Clim. Past, 20, 363–392, https://doi.org/10.5194/cp-20-363-2024,https://doi.org/10.5194/cp-20-363-2024, 2024
Short summary
BrGDGT-based seasonal paleotemperature reconstruction for the last 15 000 years from a shallow lake on the eastern Tibetan Plateau
Xiaohuan Hou, Nannan Wang, Zhe Sun, Kan Yuan, Xianyong Cao, and Juzhi Hou
Clim. Past, 20, 335–348, https://doi.org/10.5194/cp-20-335-2024,https://doi.org/10.5194/cp-20-335-2024, 2024
Short summary
Reconstructing 15 000 years of southern France temperatures from coupled pollen and molecular (branched glycerol dialkyl glycerol tetraether) markers (Canroute, Massif Central)
Léa d'Oliveira, Lucas Dugerdil, Guillemette Ménot, Allowen Evin, Serge D. Muller, Salomé Ansanay-Alex, Julien Azuara, Colline Bonnet, Laurent Bremond, Mehmet Shah, and Odile Peyron
Clim. Past, 19, 2127–2156, https://doi.org/10.5194/cp-19-2127-2023,https://doi.org/10.5194/cp-19-2127-2023, 2023
Short summary

Cited articles

Barlow, N. L. M., Long, A. J., Saher, M. H., Gehrels, W. R., Garnett, M. H., and Scaife, R. G.: Salt-marsh reconstructions of relative sea-level change in the North Atlantic during the last 2000 years, Quaternary Sci. Rev., 99, 1–16, 2014.
Birks, H. J.: Overview of numerical methods in palaeolimnology, in: Tracking Environmental Change Using Lake Sediments: Data Handling and Numerical Techniques, edited by: Birks, H., Lotter, A., Juggins, S., and Smol, J., vol. 5 of Tracking environmental change using lake sediments, book section 2, Springer, 2012.
Birks, H. J. B.: Quantitative Palaeoenvironmental Reconstructions, in: Statistical Modelling of Quaternary Science Data, edited by: Maddy, D. and Brew, J. S., vol. Technical Guide 5 of Technical Guide, 161–254, Quaternary Research Association, Cambridge, 1995.
Birks, H. J. B., Line, J. M., Juggins, S., Stevenson, A. C., and ter Braak, C. J. F.: Diatoms and pH Reconstruction, Philos. T. Roy. Soc. B, 327, 263–278, 1990.
Birks, J.: Calibration, Transfer Functions and Environmental Reconstructions, in: PAGES, 2010.
Download
Short summary
We propose a Bayesian model for the reconstruction and analysis of former sea levels. The model provides a single, unifying framework for reconstructing and analyzing sea level through time with fully quantified uncertainty. We illustrate our approach using a case study of Common Era (last 2000 years) sea levels from New Jersey.