About This Project
During severe low-oxygen events, rock lobsters can walk out of the ocean. Building on ocean glider observations of a 2026 South African walkout, we will test whether a Living Threshold integrating oxygen and temperature better predicts historical walkouts than oxygen alone. An extended 2027 glider deployment in hypoxic Walvis Bay, Namibia, combined with regional modelling, will test how these thresholds develop across the West African margin.
Ask the Scientists
Join The DiscussionWhat is the context of this research?
Severe low-oxygen events occur throughout the Benguela upwelling system, sometimes triggering lobster walkouts, fish kills and major ecosystem impacts. Yet hypoxia is usually defined using a fixed oxygen threshold, even though an animal’s oxygen requirements change also with temperature. In February 2026, our gliders captured temperature and oxygen before and during a major lobster walkout in Elands Bay, South Africa, allowing us to explore a lobster-specific Metabolic Index as a Living Threshold at unprecedent spatio-temporal resolution. We will now expand from this event across space and time: hindcasting historical events with regional models and extending a 2027 glider deployment in Walvis Bay, Namibia, to observe how physiologically stressful habitat develops. Together, these observations and models will explore Living Thresholds across the wider West African margin.
What is the significance of this project?
A threshold is useful only if crossing it tells us something biologically meaningful. Fixed oxygen thresholds are simple, but identical oxygen levels can affect animals differently depending on temperature and physiology. Living Thresholds offer a way to connect changing ocean conditions directly to biological stress. Lobster walkouts provide a clear observed response to test this idea, while Walvis Bay offers a contrasting natural laboratory where extreme hypoxia affects multiple marine species. By combining autonomous observations with regional modelling, we can test whether biologically informed thresholds outperform oxygen alone, and understand where, when and why they are crossed. Improving our ability to predict these events could translate oxygen loss into ecological risk across one of the world’s major upwelling systems, with direct relevance for fisheries and coastal communities affected by walkouts and fish kills.
What are the goals of the project?
We will test whether Living Thresholds identify biologically dangerous hypoxia better than oxygen alone. First, we will combine historical lobster walkout records from South Africa's Department of Forestry, Fisheries and the Environment (DFFE), satellite and atmospheric reanalysis data, and Princeton University ocean hindcast model, developed and evaluated through WAM, to test the lobster Metabolic Index beyond the 2026 Elands Bay event. Second, we will extend the planned three-month 2027 WAM glider deployment in Walvis Bay, Namibia, by 1 to 2 months, collecting over 3,000 additional vertical profiles. These observations will track the onset, persistence and variability of extreme hypoxia and identify when physiological thresholds are crossed. Finally, we will use the ocean hindcast model to examine the oceanographic processes driving threshold crossings and assess their wider relevance along the West African margin.
Budget
The budget supports two key components.
First, $6,200 will support dedicated research time and a 4 week research exchange at Princeton University with Dr Precious Mongwe, connecting our glider observations with regional ocean modelling. This will allow us to reconstruct historical walkout conditions, identify the oceanographic processes that cause physiological thresholds to be crossed, and extend the analysis across the West African margin.
Second, $3,000 will extend the 2027 WAM glider deployment in Walvis Bay, Namibia, increasing our observational window in a region of recurrent severe hypoxia and providing a second core case study to test this Living Threshold framework. This will cover flights for a technician, accommodation, and boat time.
$800 covers Experiment’s 8% platform fee.
Together, these investments connect ocean technology, modelling and biological responses to low oxygen.
Endorsed by
Project Timeline
Building on our analysed 2026 Elands Bay glider case study, we will compile historical lobster walkouts with DFFE, reconstruct past temperature and oxygen using a regional model, and test whether the lobster Metabolic Index predicts walkouts better than conventional hypoxia thresholds. Results will then guide testing of the Living Threshold framework during the 2027 WAM glider deployment in Walvis Bay, Namibia.
Nov 06, 2026
Project Launched
Feb 28, 2027
Reconstruct historical conditions: Combine historical walkouts with modelled temperature and oxygen to test whether the Metabolic Index identifies events better than oxygen alone.
Mar 31, 2027
Hindcast the Living Threshold: Apply the Living Threshold retrospectively and test whether it predicts historical walkouts better than oxygen alone
Apr 05, 2027
Share results: Present Elands Bay case study and preliminary results to International conference EGU 2027, Vienna.
Jul 31, 2027
Identify oceanographic drivers: Identify the oceanographic processes that modify the Living Threshold and create conditions associated with lobster walkouts.
Meet the Team
Affiliates
Our team connects observations, ecology and modelling across the West African margin. Dr Sarah Nicholson (SOCCO/UCT; WAM) leads autonomous observing; Dr Precious Mongoose (Princeton; WAM) contributes regional modelling; Faye Brinkman (University of Namibia; WAM) brings Namibian expertise to the Walvis Bay case study; and Grant van der Heever (DFFE, South Africa) contributes West Coast rock lobster, fisheries and historical walkout expertise.
Estel Font
I investigate how fine-scale ocean processes shape oxygen distribution and ventilation in low-oxygen environments, with a particular focus on the West African margin (https://westafricanmargin.com/). My research examines how physical dynamics connect coastal and open-ocean systems, influence biogeochemical variability, and ultimately shape ecosystem responses to changing oxygen conditions. I use autonomous observing platforms to resolve processes and their impacts across physical, biogeochemical, and ecosystem scales that are difficult to capture with conventional observations. My work aims to improve our understanding of ocean oxygen dynamics and their consequences for marine ecosystems while advancing autonomous technologies for sustained ocean observing.
Lab Notes
Nothing posted yet.
Additional Information
This project leverages the Schmidt Ocean Institute-funded Oxygen and Biogeochemical Dynamics along the West African Margin: Processes and Consequences (WAM, https://westafricanmargin.com/) project. WAM gliders captured the 2026 Elands Bay lobster walkout and will support three months of observations in Walvis Bay, Namibia, in 2027. Living Thresholds funding will extend the Namibia deployment by one to two months, strengthening our ability to capture the evolution and persistence of extreme hypoxia. Collaboration with Faye Brinkman, at University of Namibia, will provide essential regional and ecological context. A research exchange with Dr. Precious Mongwe at Princeton University will connect these observations to regional modelling, allowing us to investigate the physical drivers of Living Thresholds beyond individual sites and across the wider West African margin. Grant van der Heever (Department of Forestry, Fisheries and the Environment, South Africa) will contribute historical records of West Coast rock lobster walkout events, providing a valuable long-term perspective.
Project Backers
- 1Backers
- 104%Funded
- $10,400Total Donations
- $10,400.00Average Donation



