Mara Freilich’s research while affiliated with Brown University and other places

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Publications (57)


S-MODE: the Sub-Mesoscale Ocean Dynamics Experiment
  • Article

February 2025

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160 Reads

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2 Citations

J. Thomas Farrar

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Eric D’Asaro

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Elizabeth Westbrook

The Sub-Mesoscale Ocean Dynamics Experiment (S-MODE) is a NASA Earth Ventures Suborbital investigation designed to test the hypothesis that oceanic frontogenesis and the kilometer-scale (“submesoscale”) instabilities that accompany it make important contributions to vertical exchange of climate and biological variables in the upper ocean. These processes have been difficult to resolve in observations, making model validation challenging. A necessary step toward testing the hypothesis was to make accurate measurements of upper-ocean velocity fields over a broad range of scales and to relate them to the observed variability of vertical transport and surface forcing. A further goal was to examine the relationship between surface velocity, temperature and chlorophyll measured by remote sensing, and their depth-dependent distributions, within and beneath the surface boundary layer. To achieve these goals, we used aircraft-based remote sensing, satellite remote sensing, ships, drifter deployments, and a fleet of autonomous vehicles. The observational component of S-MODE consisted of three campaigns, all conducted in the Pacific Ocean approximately 100 km west of San Francisco during 2021-2023 fall and spring. S-MODE was enabled by recent developments in remote sensing technology that allowed operational airborne observation of ocean surface velocity fields and by advances in autonomous instrumentation that allowed coordinated sampling with dozens of uncrewed vehicles at sea. The coordinated use of remote sensing measurements from three aircraft with arrays of remotely operated vehicles and other in situ measurements is a major novelty of S-MODE. All S-MODE data is freely available, and its use is encouraged.


Factors influencing underrepresented geoscientists' decisions to accept or decline faculty job offers in the US
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  • Full-text available

January 2025

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9 Reads

Many geoscience departments in the United States (US) are working to recruit faculty from underrepresented groups. However, there is little information about how hiring practices are perceived by candidates. Here we address this gap by interviewing 19 geoscientists who identify as an underrepresented race, ethnicity, or gender who recently declined a tenure-track faculty job offer in the US about their faculty job searches, with an emphasis on their decisions to accept or decline an offer. We find that many participants experienced hiring practices inconsistent with existing recommendations to increase faculty diversity, and some participants were subject to uncivilized, even potentially discriminatory, practices. Therefore, we leverage our results to provide actionable recommendations for improving faculty recruitment efforts. We highlight that departments may doubly benefit from improving their culture: in addition to benefiting current members, it may also help with recruitment. Overall, our findings emphasize the need for continued evaluation of faculty hiring practices.

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Figure 1 Map of Salton Sea and Coachella (NW) and Imperial (SE) valleys with air sensor locations and sampling sites.
Fig. 1). DO is similar across SS1-SS3 and is, therefore, plotted as an average of all sites. (b) Bottom Nitrate concentrations
Figure 2 Salton Sea water level relative to NAVD88, as recorded by the USGS Westmorland water gauge (station # 10254005).
Figure 3: (a) Hydrogen sulfide (H₂S) concentrations measured by the SCAQMD sensors, as shown in Fig. 1. (b) Monthly hydrogen sulfide hourly exceedances (above the CARB hourly exposure standard of 30 ppb) for the years depicted in (a). (c) Hourly hydrogen sulfide exceedances (above the CARB hourly exposure standard of 30 ppb) during the summer months for the years shown in (a).
Figure 5 Differences in H₂S concentrations (ppb) between the Alianza (ALZ) and SCAQMD Torres Martinez (TMNZ) sensors

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Hypereutrophication, Hydrogen Sulfide, and Environmental Injustices: Mechanisms and Knowledge Gaps at the Salton Sea

January 2025

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36 Reads

The Salton Sea, California’s largest lake, is undergoing significant environmental degradation, which has adverse health effects on nearby rural communities, who are primarily Latinx and Torres Martinez Desert Cahuilla Indian. Over the past two decades, the lake’s water levels have steadily dropped. Water conditions in the Sea, characterized by low oxygen and high nutrient levels, favor the production of H2S. This study investigates the connection between the Sea’s changing conditions, particularly the worsening water quality, and hydrogen sulfide (H2S) emissions using air quality and water quality data collected since 2013 and 2004, respectively. H2S concentrations often exceed California’s air quality standards, particularly in areas near the Sea during summer months. Wind patterns substantially impact detection of H2S. When wind is blowing from the sea towards communities with sensors, which are located to the northwest of the sea, H2S is detected significantly more often. Current monitoring efforts underestimate the frequency and distribution of H2S that exceeds air quality standards. An air sensor deployed in shallow water over the Salton Sea by a community science program detected substantially higher concentrations of H2S, particularly when wind was blowing over exposed sediment and shallow water, suggesting that these are a significant and overlooked H2S source at the Salton Sea. These findings highlight the need for improved air quality monitoring and more effective environmental management policies to protect public health in the region. The study emphasizes the importance of community-led solutions and provides insights relevant to other regions experiencing similar environmental crises.


Submesoscale Eddy Contribution to Ocean Vertical Heat Flux Diagnosed From Airborne Observations

January 2025

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142 Reads

Submesoscale eddies (those smaller than 50 km) are ubiquitous throughout the ocean, as revealed by satellite infrared images. Diagnosing their impact on ocean energetics from observations remains a challenge. This study analyzes a turbulent field of submesoscale eddies using airborne observations of surface currents and sea surface temperature, with high spatial resolution, collected during the S‐MODE experiment in October 2022. Assuming surface current divergence and temperature are homogeneous down to 30 m depth, we show that more than 80% of the upward vertical heat fluxes, reaching ∼ {\sim} 227 W m−2 m2{\mathrm{m}}^{-2}, is explained by the smallest resolved eddies, with a size smaller than 15 km. This result emphasizes the contribution of small‐scale eddies, poorly represented in numerical models, to the ocean heat budget and, therefore, to the climate system.


Nutrient loading as a key cause of short- and long-term anthropogenic ecological degradation of the Salton Sea

December 2024

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82 Reads

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2 Citations

The Salton Sea (SS), California’s largest inland lake at 816 square kilometers, formed in 1905 from a levee breach in an area historically characterized by natural wet-dry cycles as Lake Cahuilla. Despite more than a century of untreated agricultural drainage inputs, there has not been a systematic assessment of nutrient loading, cycling, and associated ecological impacts at this iconic waterbody. The lake is now experiencing unprecedented degradation, particularly following the 2003 Quantification Settlement Agreement—the largest agricultural-to-urban water transfer in the United States. Combined with high evaporation rates, reduced inflows have led to rapid lake shrinkage, with current maximum depths of only 10 m. Here we report distinct temporal and spatial patterns for nutrient dynamics at the SS for two decades spanning the period before and after major water transfer agreement. While external nutrient loading remains relatively consistent year-round, internal cycling varies seasonally. Winter exhibits high total phosphates and nitrate levels due to reduced primary productivity, with lower ammonium concentrations from increased oxygenation. Summer conditions shift to decreased phosphate and nitrate levels from enhanced primary production, sustained partly by internal phosphorus release from sediments during anoxic periods. Although N:P molar ratios can exceed 50:1 to 100:1 (far above the Redfield ratio of 16:1), phosphorus consistently remains at hypereutrophic levels (> 0.05 mg/L) challenging previous assumptions of phosphorus limitation. Post-2020 data show disrupted stratification patterns. Despite higher oxygen levels in bottom waters compared to 2004–2009, overall water column oxygenation has declined, reflecting altered hydrodynamics in the shallowing lake. These changes have intensified environmental challenges stemming from cultural eutrophication including harmful algal blooms, threatening both ecosystem and public health. Effective remediation will require significant reduction in external nutrient loading through constructed wetlands and/or treatment facilities at tributary mouths to reduce the lake’s overall nutrient inventory over time.


Figure 1. (a) A sample drifter trajectory (blue), a trajectory produced from the AVISO velocity field (yellow), and an LSGS trajectory (solid red), with the same initial condition, plotted over the realistic background nutrient gradient (shaded). The solid red line is produced from an average of the dotted red lines, which correspond to 10 random initializations of the LSGS procedure. The orange line approximates the coastline and the orange vector is unit normal. (b) The domain-averaged Euclidean displacement (purple), decomposed into displacements perpendicular (blue) and parallel (red) to the coast, plotted against the zonal dispersion parameter. Only σ u is varied, since the zonal component is weighted more heavily in computing the offshore flux, while σ v is fixed at 0.15.
Figure S1: The average velocity variance holding σ fixed but varying τ . The top figure shows the average zonal velocity variance vs. the dispersion parameter, where σ is held fixed at the drifter parameters and τ v is 0.7 (close to the drifter value). The bottom figure is the same but with the average meridional velocity variance.
Figure S2: The contributions of the velocity and concentration anomalies, respectively, to the flux, for a randomly selected trajectory. Each blue and purple line corresponds to a different value of the uptake rate λ.
Figure S4: Comparison of the realistic background nutrient gradient, as in the main text (top), and reversed background nutrient gradient (bottom).
Joint effects of submesoscale lateral dispersion and biological reactions on biogeochemical flux

December 2024

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13 Reads

Submesoscale dynamics, operating at spatial scales of O(1−10 km) and temporal scales of O(1 day), are particularly important for marine ecosystems as they occur on similar timescales as phytoplankton growth, enabling biophysical feedbacks. While submesoscale dynamics are known to impact biological fluxes by modifying nutrient upwelling, horizontal transport has traditionally been assumed to only redistribute phytoplankton without altering concentrations. However, variations in submesoscale dispersion may significantly impact total biogeochemical flux if biological reactions occur during dispersal. By parameterizing the effects of dispersion due to lateral stirring on flux, within an eastern boundary current region, we show that enhanced dispersion yields a near-linear increase in offshore flux, with the magnitude modulated by phytoplankton growth rates and ambient nutrient availability. These findings identify a pathway for improving parameterizations of biogeochemical fluxes, while revealing a source of uncertainty in their prediction by climate models.


Pycnocline Stratification Shapes Submesoscale Vertical Tracer Transport

November 2024

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57 Reads

Pycnocline stratification is increasing across multiple ocean basins due to a warming surface ocean and increasing sea ice melt. Pycnocline stratification plays a leading order role in tracer transport, shaping capacity for heat and carbon uptake, making it a key parameter of interest on timescales ranging from paleoclimate to plankton blooms. Part of the challenge in assessing the role of pycnocline stratification in global models is the two-way connection between physical processes at the (sub)mesoscale and stratification with important implications for tracer subduction. Using a suite of numerical simulations of an idealized front, we find that the strength of pycnocline stratification influences the formation and evolution of submesoscale structure and the resulting tracer transport. The impact of changing stratification on tracer flux strongly depends on whether frontal strength is also changed correspondingly by holding the isopycnal slope fixed. When a constant isopycnal slope is initialized, tracers get efficiently transferred across the base of the mixed layer and get trapped in anticyclonic submesoscale vortices below the mixed layer. This leads to tracer concentrations below the mixed layer and fluxes through it to be stronger under decreased stratification conditions. In contrast, when frontal lateral buoyancy gradient is held fixed while stratification changes, the vertical flux of tracers and the concentrations at depth stay constant across all examined stratification conditions. Understanding the relationship between pycnocline stratification and fine-scale physical motions is necessary to diagnose and predict trends in carbon uptake and storage, particularly in the Southern Ocean.


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Future directions for deep ocean climate science and evidence-based decision making

October 2024

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505 Reads

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2 Citations

Frontiers in Climate

Introduction A defining aspect of the Intergovernmental Panel on Climate Change (IPCC) assessment reports (AR) is a formal uncertainty language framework that emphasizes higher certainty issues across the reports, especially in the executive summaries and short summaries for policymakers. As a result, potentially significant risks involving understudied components of the climate system are shielded from view. Methods Here we seek to address this in the latest, sixth assessment report (AR6) for one such component—the deep ocean—by summarizing major uncertainties (based on discussions of low confidence issues or gaps) regarding its role in our changing climate system. The goal is to identify key research priorities to improve IPCC confidence levels in deep ocean systems and facilitate the dissemination of IPCC results regarding potentially high impact deep ocean processes to decision-makers. This will accelerate improvement of global climate projections and aid in informing efforts to mitigate climate change impacts. An analysis of 3,000 pages across the six selected AR6 reports revealed 219 major science gaps related to the deep ocean. These were categorized by climate stressor and nature of impacts. Results Half of these are biological science gaps, primarily surrounding our understanding of changes in ocean ecosystems, fisheries, and primary productivity. The remaining science gaps are related to uncertainties in the physical (32%) and biogeochemical (15%) ocean states and processes. Model deficiencies are the leading cited cause of low certainty in the physical ocean and ice states, whereas causes of biological uncertainties are most often attributed to limited studies and observations or conflicting results. Discussion Key areas for coordinated effort within the deep ocean observing and modeling community have emerged, which will improve confidence in the deep ocean state and its ongoing changes for the next assessment report. This list of key “known unknowns” includes meridional overturning circulation, ocean deoxygenation and acidification, primary production, food supply and the ocean carbon cycle, climate change impacts on ocean ecosystems and fisheries, and ocean-based climate interventions. From these findings, we offer recommendations for AR7 to avoid omitting low confidence-high risk changes in the climate system.


Figure 1. (A) Map of the Alboran Sea showing the mean absolute dynamic topography (colors) and geostrophic currents (arrows) on March 118
Figure 2. Probability distribution frequency (PDF) by depth intervals for turbulent kinetic energy dissipation rates (A), Brunt-Väisälä 208
Figure 3. Profiles of conservative temperature (A), turbulent kinetic energy dissipation rates (B), spice anomaly (C), water column conditions 239
Figure 4. Mean turbulent kinetic energy values within the intrusion and at its upper and lower boundaries (5 m from the intrusion edges).
Turbulent erosion of a subducting intrusion in the Western Mediterranean Sea

October 2024

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56 Reads

Frontal zones within the Western Alboran Gyre (WAG) are characterized by a density gradient resulting from the convergence of Atlantic and Mediterranean waters. Subduction along isopycnals at the WAG periphery can play a crucial role in upper ocean ventilation and influences its stratification and biogeochemical cycles. In 2019, physical parameters (comprising temperature, salinity, turbulent kinetic energy dissipation rates) and biogeochemical data (oxygen and chlorophyll-a) profiles were collected in transects along the northern edge of the WAG. Several intrusions of subducted water with elevated oxygen, chlorophyll-a and spice anomaly were identified towards the center of the anticyclone. These features had elevated kinetic energy dissipation rates on both their upper and lower boundaries. Analysis of the turbulent fluxes involving heat, salt, oxygen, and chlorophyll-a demonstrated a net flux of physical and biogeochemical properties from the intrusions to the surrounding ocean. Either the turbulent or diffusive convection mixing contributed to the observed dilution of the intrusion. Other factors (e.g., water column density stability, variability of the photic layer depth, and organic matter degradation) likely played a role in these dynamics. Enhanced comprehension of the persistence and extent of these features might lead to an improved quantitative parametrization of relevant physical and biogeochemical properties involved in subduction within the study zone.


Citations (33)


... The submesoscale is defined dynamically as the regime where the Rossby number, a non-dimensional parameter defined as Ro = U∕(fL), is order 1 with velocity U, horizontal length scale L, and Coriolis parameter f . Submesoscale ocean currents typically have horizontal scales on the order of 0.1-10 km and have recently been proposed to play a significant role in the vertical exchange of climate and biological variables within the upper ocean (Farrar et al., 2020(Farrar et al., , 2025Mahadevan, 2016). With the presence of sharp, submesoscale features (McWilliams, 2016) found near the continental shelf (Bower et al., 2013), increased air-sea interactions are expected (Su et al., 2018). ...

Reference:

Spatial and temporal structure of the fog life cycle over Atlantic Canada and the Grand Banks
S-MODE: the Sub-Mesoscale Ocean Dynamics Experiment
  • Citing Article
  • February 2025

... Water column samples were collected with a battery-powered peristaltic pump with in situ filtering capabilities (i.e., ALEXIS peristaltic pump, Proactive Environmental Products) from within a boat at the water surface. Samples were collected at the following eight depths: 0 m, 3 (Table 1). The peristaltic pump hose was attached to the probe's end such that water was sampled and monitored at discrete depths simultaneously. ...

Nutrient loading as a key cause of short- and long-term anthropogenic ecological degradation of the Salton Sea

... Yet, subterranean ecosystems have been systematically omitted in post-2020 conservation agendas and in the European Green Deal, a treaty designed to achieve a sustainable and carbon-neutral economy by 2050 (Fišer et al. 2022). Finally, deep-sea biomes, playing a crucial role in the functioning of the Earth System and in the provision of vital goods and services, experience a scarcity of biological data (Ramiro-Sánchez et al. 2023) that poses significant challenges to inform sustainable management (Howell et al. 2020) and climate change mitigation Pillar et al. (2024). ...

Future directions for deep ocean climate science and evidence-based decision making

Frontiers in Climate

... The opposite Box 3. Visual tool to figure out the relation between external abiotic and internal affected abiotic processes (A), and internal abiotic and biotic processes (B), exemplified with the MASTIFF model. direction is also possible: if a complex submodel turns out to be too hard to be parameterized, it could be replaced by a simpler one to broaden the scope of the model (Martin et al., 2024). ...

When to add a new process to a model -and when not: A marine biogeochemical perspective

Ecological Modelling

... The major challenge is that the S2S time range is much longer than the memory of atmospheric processed but is too short for the sea surface variability to have a strong influence relative to the variability of atmospheric circilations [4,7] . Global sea surface temperatures (SSTs), particularly the tropical SSTs over the Indo-Pacific Warm Pool region and the eastern tropical Pacific Ocean (e.g., the Niño 3.4 region), exert the dominant roles in global subseasonal-to-seasonal variability of hydroclimate extremes by releasing huge amounts of water vapour and latent heat to the atmosphere which modulate atmospheric circulations and the spatiotemporal distributions of global land precipitation [40] . SST is a crucial factor in predicting precipitation and extreme weather events and assessing extreme weather risks [40] . ...

Response of sea surface temperature to atmospheric rivers

... The SOLACE study region is not preconditioned for these deep subduction events (Yang et al., 2024). Yet, recent studies, in particular Cao et al. (2024) and M. A. Freilich et al. (2024), have shown that vertical motions confined to shallower depths can imprint surface properties onto density classes just below the mixed layer. These dynamics likely dominate ESP contributions in the SOLACE study region. ...

3D intrusions transport active surface microbial assemblages to the dark ocean

Proceedings of the National Academy of Sciences

... In addition to mixing across isopycnals, mixing along isopycnals may also provide an important conduit of nutrients into the euphotic zone of the cyclone (Cao et al., 2024;Freilich & Mahadevan, 2019). Subsurface nutrients along the σ θ ≈ 25.0 kg m 3 isopycnal were apt to mix into the uplifted center of the cyclone where nutrients were depleted. ...

Isopycnal Submesoscale Stirring Crucially Sustaining Subsurface Chlorophyll Maximum in Ocean Cyclonic Eddies

... To quantify the spatial dispersion of dFe from Congo River discharge, atmospheric deposition, and vertical transport, particle tracking experiments were conducted using Parcels (Probably A really Computationally Efficient Lagrangian Simulator, http://oceanparcels.org), a novel offline Lagrangian tracking model advecting particles and simulating particle trajectories using a fourth-order Runge-Kutata scheme, developed as part of the OceanParcels project (Delandmeter & van Sebille, 2019;Lange & van Sebille, 2017). Parcels is accurate in idealized and realistic simulations (Delandmeter & van Sebille, 2019;Eddebbar et al., 2021) and is commonly used in recent pathway studies due to its scalable computation and flexible coding rule (Capó & McWilliams, 2022;Carlson et al., 2024;Seijo-Ellis et al., 2023;Youngs et al., 2023). We use daily-mean surface-ocean currents during 2015 from the GLORYS12 (Lellouche et al., 2018;Mercator Ocean, 2021) product, an eddyresolving reanalysis with a 1/12°horizontal resolution as the input flow field. ...

Air‐Sea CO2 Fluxes Localized by Topography in a Southern Ocean Channel

... The rapid vertical exchange caused by submesoscale frontogenesis can help explain the asymmetry in upper-ocean ventilation found between cyclones and anticyclones 54 . Horizontally, the convergent upper-ocean flows accumulate buoyant materials such as microplastics and phytoplankton, with implications for ecosystems, fisheries and biogeochemistry 55,56 . ...

Oceanic Frontal Divergence Alters Phytoplankton Competition and Distribution