Bringing 210Pb dating into the 21st century
Lead Research Organisation:
Queen's University of Belfast
Department Name: Sch of Natural and Built Environment
Abstract
In this collaborative project between the UK and the USA, we will apply a newly developed and highly promising statistical technique to a large number of lakes as important natural archives of past environmental change. Understanding how our planet works is one of NERC's core strategies, and global change is a topic of extreme societal importance and urgency. Indeed, the UK recently declared a climate emergency. Humans have caused massive changes to lakes and watersheds worldwide, especially over the past two centuries. Moreover, lakes act as records of the historical dynamics of climate, environments, ecosystems, erosion and other human impacts, because their mud stores indirect or proxy environmental information such as pollen or stable isotopes as it accumulates over centuries to millennia. In order to compare different time-series on a unified calendar scale, and thus to reveal rates of change and possible mechanisms for the recorded environmental changes, reliable chronologies are essential.
Radioactive isotopes such as Pb-210 or C-14 are the most commonly used tool to construct lake chronologies. However, especially Pb-210 dating comes with large and often poorly quantified uncertainties which cannot be resolved using currently available classical statistical methods. A newly developed Bayesian alternative provides much enhanced chronologies than can span further back in time, provide better precision estimates, and for the first time can systematically include C-14 and other types of dating information.
By collaborating with world-leading laboratories on lake records and Pb-210 dating, we will pool our resources and apply our new technique to a varied range of lake cores dated by Pb-210. The Minnesota lab is closely affiliated with the University of Minnesota, and together they attract hundreds of national and global visitors to obtain the best possible natural archives of past environmental change. Through this collaboration, we will be able to further develop our method and produce enhanced chronologies for many hundreds of existing natural records, including some challenging ones. Last but not least, through a range of workshops, by releasing our open-source tools for free, and by demonstrating the advantages of our new approach to individual lab visitors, we will disseminate our methods to a large number of researchers within the UK, the US, and further afield, and thus influence future research into recent environmental change.
Enhanced documentation and measurement of environmental changes within lake records provides better evidence to support decision making. This research project will enable existing and future 210Pb-based chronologies to become more transparent, systematic, comparable, robust, reliable, precise and accurate. As such, our research has a strong potential to positively impact a large amount of applied research into recent environmental change over the highly relevant past 1-2 centuries, including but not limited to studies on sea level change, pollution, ecosystem change, degradation and restoration.
Radioactive isotopes such as Pb-210 or C-14 are the most commonly used tool to construct lake chronologies. However, especially Pb-210 dating comes with large and often poorly quantified uncertainties which cannot be resolved using currently available classical statistical methods. A newly developed Bayesian alternative provides much enhanced chronologies than can span further back in time, provide better precision estimates, and for the first time can systematically include C-14 and other types of dating information.
By collaborating with world-leading laboratories on lake records and Pb-210 dating, we will pool our resources and apply our new technique to a varied range of lake cores dated by Pb-210. The Minnesota lab is closely affiliated with the University of Minnesota, and together they attract hundreds of national and global visitors to obtain the best possible natural archives of past environmental change. Through this collaboration, we will be able to further develop our method and produce enhanced chronologies for many hundreds of existing natural records, including some challenging ones. Last but not least, through a range of workshops, by releasing our open-source tools for free, and by demonstrating the advantages of our new approach to individual lab visitors, we will disseminate our methods to a large number of researchers within the UK, the US, and further afield, and thus influence future research into recent environmental change.
Enhanced documentation and measurement of environmental changes within lake records provides better evidence to support decision making. This research project will enable existing and future 210Pb-based chronologies to become more transparent, systematic, comparable, robust, reliable, precise and accurate. As such, our research has a strong potential to positively impact a large amount of applied research into recent environmental change over the highly relevant past 1-2 centuries, including but not limited to studies on sea level change, pollution, ecosystem change, degradation and restoration.
Description | As a result of this collaboration, we were able to compile dozens of existing 'classical' 210Pb chronologies and recalculate the ages using a more up-to-date, Bayesian method which takes better account of the uncertainties involved. We found that it is very important to take into account the settings of any site - for example, major differences in sedimentation history can be expected for sites in rivers, lakes and oceans across climate gradients. If wrong assumptions are made, the resulting chronologies can also be wrong. |
Exploitation Route | The code used to produce the updated chronologies is available Open Access for anyone. |
Sectors | Environment Culture Heritage Museums and Collections |
Description | CHRONO: Institute for Heritage and Environmental Science |
Amount | £3,194,157 (GBP) |
Funding ID | AH/V011723/1 |
Organisation | Arts & Humanities Research Council (AHRC) |
Sector | Public |
Country | United Kingdom |
Start | 02/2022 |
End | 02/2023 |
Description | Pb-210 alpha counter |
Amount | € 25,000 (EUR) |
Funding ID | 2021-EC-011 |
Organisation | Geological Survey Ireland |
Sector | Public |
Country | Ireland |
Start | 01/2022 |
End | 05/2022 |
Title | Comparison between classical and Bayesian approach to interpreting Pb-210 data |
Description | Pb-210 datasets from hundreds of sedimentary cores have been accumulated in the Minnesota laboratory over decades. The data were placed on the calendar scale (age-modelled) using classical methods (Constant Rate of Supply or CRS model). In this project we are applying a new, Bayesian alternative to the CRS and assessing how this new method could enhance existing age-models. We are currently in the process of comparing the models of the two approaches. |
Type Of Material | Data analysis technique |
Year Produced | 2022 |
Provided To Others? | No |
Impact | We have found that in some datasets, the two models have very comparable outcomes, but that other types of datasets obtain highly diverging age-models. Currently we are investigating the nature of the differences between the datasets, in order to evaluate what could be causing the offsets between the age-models. |
Title | rplum Bayesian software for 210Pb age-depth modelling |
Description | This is an R package to produce Bayesian age-depth models using 210Pb and other types of dates. Based on the NERC project, updates were made to the software, including the repairing of several bugs. The software update was released on the official R repository CRAN. |
Type Of Technology | Software |
Year Produced | 2022 |
Open Source License? | Yes |
Impact | The running of the previous version of the rplum software under this project showed the presence of a number of programming mistakes and missing features. These have been repaired/coded and added to the software. Notable bugs related to how far tail measurements of 210Pb would have to be interpreted in terms of their dates. |
URL | https://cran.r-project.org/package=rplum |
Description | Participation as speaker in virtual IGCP workshop |
Form Of Engagement Activity | A talk or presentation |
Part Of Official Scheme? | No |
Geographic Reach | International |
Primary Audience | Postgraduate students |
Results and Impact | I participated in 2 iterations of a IGCP-725 workshop on records of sea-level change. There I presented chronology-building, including using 210Pb. https://www.sfu.ca/igcp-725/upcomingevents/PastEvents.html - check the one on Radiocarbon dating |
Year(s) Of Engagement Activity | 2021,2022 |
URL | https://www.sfu.ca/igcp-725/upcomingevents.html |
Description | Short course at Geological Society of America meeting |
Form Of Engagement Activity | Participation in an activity, workshop or similar |
Part Of Official Scheme? | No |
Geographic Reach | International |
Primary Audience | Postgraduate students |
Results and Impact | Around 60 postgraduate research students, postdocs and other researchers from mainly the US attended a virtual workshop organised by Dr Amy Myrbo (collaborator on the proposal) and Dr Maarten Blaauw (PI on the proposal). The workshop attracted around 60 participants and was held over 4 multiple-hour sessions. Student reviews were highly positive; they reported better knowledge of Bayesian age-modelling of deposits dated using radiocarbon and other dates (e.g., 210Pb). |
Year(s) Of Engagement Activity | 2021 |
URL | https://maarten14c.github.io/GSA_agemodeling/intro.html |