SDSC-Connect 25th May 2023

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ACE-DATA

Delivering Added-value To Antarctica

Abstract

The Antarctic Circumnavigation Expedition (ACE) is a unique scientific expedition that took place from 20 December 2016 to 19 March 2017. Organised by the Swiss Polar Institute (SPI) and funded mostly through private philanthropy, ACE brought together more than 150 scientists from 23 countries collaborating on 22 projects on a research vessel that sailed all around Antarctica, conducting continuous measurements of physical, biological and chemical properties of the ocean and atmosphere, throughout the Southern Ocean and at 12 groups of islands for terrestrial sampling along the way.

ACE is unique and exceptional in many ways:

  1. It is ambitious scientifically, by aiming to close key gaps in knowledge of various disciplines by sampling in remote areas, some of which had never been sampled before, and connecting the in-situ data to the larger context of previous surveys, satellite observations and modeling studies.
  2. It was conceived as a multidisciplinary approach to a range of aspects of the Antarctic, the Southern Ocean and the sub Antarctic islands, creating the conditions for collaboration between all the different groups which was reflected in experimental co-design and joint sampling strategies.
  3. It enabled sampling during a single summer season all around the continent to provide new baselines for change and open up the possibilities of addressing major questions, such as the extent and significance of global change in this region, by sampling from land, sea and air at multiple stations.
  4. The voyage finally collected data from over 3600 events at 96 stations. With more than 27500 samples collected and still awaiting analysis there is a great deal of further data to add to the existing files for many of the projects. Moreover, several projects continuously recorded oceanographic and atmospheric variables with time resolutions of well below one hour, providing an unprecedented temporal and spatial coverage of the region.
  5. The 22 projects are each coordinated by a Principal Investigator (PI) with host institutions located all around the world making ACE a truly international project that connects Southern Ocean and Antarctic researchers at an international level. The SPI coordinates and funds the effort, and it also defined common principles for data and sample sharing. All PIs regularly report to the SPI on progress and must submit regular scientific and financial reports, the former includes a specific section about data management.

Starting Date / Status

December 2017

COMPLETED

PI / Partners

Swiss Polar Institute (EPFL):

Aerosol Physics Group, Laboratory for Atmospheric Chemistry (PSI):

British Antarctic Survey:

SDSC Team

Although this region is key to many issues relating to climate change and climate regulation, such a comprehensive expedition linking the Southern Ocean and the Sub-Antarctic islands had never before been realized. And it had been more than 60 years since the last international scientific circumnavigation of Antarctica had taken place. First results and preliminary analysis of data during the voyage suggest that significant publications can be expected from many individual projects (e.g. on micro-plastics, carbon-sink, whale population recovery, evolution of island faunas, Southern Ocean meteorology and atmospheric chemistry).

The individual marine stations incorporate a wide range of measurements, both chemical and biological, and are already tied to measurements made on the continuous sea water flow linking each of the stations into a continuous assessment. The core navigation and weather station data provide a framework for many of the projects. Atmospheric measurements were also a combination of continuous monitoring by a variety of instruments complemented by specific stations at which, for example, radiosondes were launched for vertical profiles. Biological data was collected on land by sampling soils, invertebrates and vegetation, in the air by sampling for propagules both continuously from the ship and separately on each island.

Given that the data sets of these 22 projects have been managed in a common way and their metadata entered into a common system during the expedition, and given the extreme rarity of such extensive data sets, it is important to answer some of the more holistic questions by developing the interlinkages.

In order to valorise this unique set of data, the ACE-DATA project therefore aims at establishing a common platform as a tool for the 22 ACE projects to work on and from and enable collaborations as well as open access. Furthermore, data sciences offer an unprecedented opportunity to break down the walls of science silos and “make new science” beyond the original planned individual project results.

Read the article about this project on our blog:

Delivering Added Value to Antartica

Description

Problem:

A unique opportunity to collect data at the same time and location across wide-ranging scientific disciplines. But how to:

  • Combine hugely varied but linked data sets in a meaningful and easy-to-use way?

  • Break the silos of subject-specific data sets?

  • Work in a cross-disciplinary manner on questions and still take advantage of these data sets?

Proposed approach:

  • Integrated platform providing means for scientists to combine and investigate very different data sets, then open access to ACE data communinty

  • Machine learning techniques/adv. statistical methods applied to oceanographic and atmospheric data sets to investigate interactions at the air-sea interface (ASAID)

Impact:

  • Contribute to a holistic understanding of the Southern Ocean and impacts on climate regulation

  • New insights into air-sea interaction in the Southern Ocean

  • Open access to unique datasets

Data, Code and Repositories

Publications

  • Sebastian Landwehr, Michele Volpi, F. Alexander Haumann, Charlotte M. Robinson, Iris Thurnherr, Valerio Ferracci, Andrea Baccarini, Jenny Thomas, Irina Gorodetskaya, Christian Tatzelt, Silvia Henning, Rob L. Modini, Heather J. Forrer, Yajuan Lin, Nicolas Cassar, Rafel Simó, Christel Hassler, Alireza Moallemi, Sarah E. Fawcett, Neil Harris, Ruth Airs, Marzieh H. Derkani, Alberto Alberello, Alessandro Toffoli, Gang Chen, Pablo Rodríguez Ros, Marina Zamanillo, Pau Cortés-Greus, Lei Xue, Conor G. Bolas, Katherine C. Leonard, Fernando Perez-Cruz, David Walton, and Julia Schmale. (2021) Biogeochemistry and Physics of the Southern Ocean-Atmosphere System Explored With Data Science. Submitted to Earth System Dynamics. Preprint: https://esd.copernicus.org/preprints/esd-2021-16/

  • Jen Thomas, Marco Alba, Eric Bouillet, Antonio Novellino, Carles Pina Estany, Michele Volpi. (2021) How to stop re-inventing the wheel: a data management case study, International Conference on Marine Data and Information Systems, online. (keynote)

  • S. Landwehr, M. Volpi, M. H. Derkani, F. Nelli, A. Alberello, A. Toffoli, M. Gysel-Beer, R. L. Modini, J. Schmale. (2020) Sea State and Boundary Layer Stability Limit Sea Spray Aerosol Lifetime over the Southern Ocean. Submitted to Geophysical Research Letters.

  • Landwehr, S., Modini, R., Schmale, J., Volpi, M., Toffoli, A., Thurnherr, I., Aemisegger, F., Wernli, H.; (2019) Investigation of sea spray source functions with remote ocean aerosol size spectra measurements from the Antarctic Circumnavigation Experiment, SOLAS open science conference. 

  • Landwehr, S., Thomas, J., Gorodetskaya, I., Thurnherr, I., Robinson, C., & Schmale, J. (2019, August). Quality-checked meteorological data from the Southern Ocean collected during the Antarctic Circumnavigation Expedition from December 2016 to April 2017. Zenodo. doi: 10.5281/zenodo.3379590

  • Landwehr, S., Thurnherr, I., Cassar, N., Gysel-Beer, M., & Schmale, J. (2019, October). Using global reanalysis data to quantify and correct airflow distortion bias in shipborne wind speed measurements. Atmospheric Measurement Techniques Discussions. doi: https://doi.org/10.5194/amt-2019-366

  • Julia Schmale, Andrea Baccarini, Iris Thurnherr, Silvia Henning, Avichay Efraim, Leighton Regayre, Conor Bolas, Markus Hartmann, André Welti, Katrianne Lehtipalo, Franziska Aemisegger, Christian Tatzelt, Sebastian Landwehr, Robin L. Modini, Fiona Tummon, Jill Johnson, Neil Harris, Martin Schnaiter, Alessandro Toffoli, Marzieh Derkani, Nicolas Bukowiecki, Frank Stratmann, Josef Dommen, Urs Baltensperger, Heini Wernli, Daniel Rosenfeld, Martin Gysel-Beer, and Ken Carslaw (2019, July): Overview of the Antarctic Circumnavigation Expedition: Study of Preindustrial-like Aerosols and Their Climate Effects (ACE-SPACE). Bull. Amer. Meteror. Soc., Early Online Release, https://doi.org/10.1175/BAMS-D-18-0187.1

  • Landwehr, S., J. Schmale, and D. W. H. Walton (2019, March), Connecting the Southern Ocean with clouds, Eos, 100, https://doi.org/10.1029/2019EO118919

  • Thomas, J., Landwehr, S., Volpi, M. and J. Schmale. (2019, March). ACE-DATA: Antarctic Circumnavigation Expedition – Delivering Added value To Antarctica (Version 1.0). Zenodo. http://doi.org/10.5281/zenodo.2587954.

  • All ACE consortium publications: https://zenodo.org/communities/spi-ace

Related Pages

Media Clippings

Swiss Data Science Center_ Empowering data-driven science – Department of Computer Science _ ETH Zurich.pdf