Su Kyong Yun’s research while affiliated with Pacific Northwest National Laboratory and other places

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Publications (3)


(a) Study area and Salish Sea Model domain divided by regions—Outer shelf (blue), Salish Sea (Yellow), and Sequim Bay (Green). (b) Location of Sequim Bay within Strait of Juan De Fuca region of the Salish Sea, (c) Sequim Bay with locations of field-trial and mid-bay sites. Red line is a transect through Sequim Bay.
Schematic process flow diagram of the bipolar electrodialysis system installed in Sequim Bay, WA, USA (source: Ringham et al [23]).
Total alkalinity (TA), pH, pCO2, Ωarag, and ΔCO2 flux in the surface layer along the transect from southern end of Sequim Bay (0 m) through Sequim Bay entrance into the Strait of Juan De Fuca (see figure 1). Results are plotted for Baseline conditions along with the four scenarios averaged over a year of simulation. The mouth of Sequim Bay is marked by the dashed line.
Change in air-to-water annual average CO2 flux from OAE scenarios SCN2 (field-trial site) and SCN4 (mid-bay site). Enhanced CO2 flux zone of influence is visible centered around the source locations for the full-scale TA release tests.
Average improvement in pH levels within Sequim Bay relative to the baseline showing increase in pH or reduction in acidity resulting from OAE scenarios SCN2 (field-trial site) and SCN4 (mid-bay site).

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Mixing and dilution controls on marine CO2 removal using alkalinity enhancement
  • Article
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September 2024

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146 Reads

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2 Citations

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Brendan R Carter

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Lakshitha Premathilake

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Marine CO2 removal (CDR) using enhanced-alkalinity seawater discharge was simulated in the estuarine waters of the Salish Sea, Washington, US. The high-alkalinity seawater would be generated using bipolar membrane electrodialysis technology to remove acid and the alkaline stream returned to the sea. Response of the receiving waters was evaluated using a shoreline resolving hydrodynamic model with biogeochemistry, and carbonate chemistry. Two sites, and two deployment scales, each with enhanced TA of 2997 mmol m⁻³ and a pH of 9 were simulated. The effects on air-sea CO2 flux and pH in the near-field as well as over the larger estuary wide domain were assessed. The large-scale deployment (addition of 164 Mmoles TA yr⁻¹) in a small embayment (Sequim Bay, 12.5 km²) resulted in removal of 2066 T of CO2 (45% of total simulated) at rate of 3756 mmol m⁻² yr⁻¹, higher than the 63 mmol m⁻² yr⁻¹ required globally to remove 1.0 GT CO2 yr⁻¹. It also reduced acidity in the bay, ΔpH ≈ +0.1 pH units, an amount comparable to the historic impacts of anthropogenic acidification in the Salish Sea. The mixing and dilution of added TA with distance from the source results in reduced CDR rates such that comparable amount 2176 T CO2 yr⁻¹ was removed over >1000 fold larger area of the rest of the model domain. There is the potential for more removal occurring beyond the region modeled. The CDR from reduction of outgassing between October and May accounts for as much as 90% of total CDR simulated. Of the total, only 375 T CO2 yr⁻¹ (8%) was from the open shelf portion of the model domain. With shallow depths limiting vertical mixing, nearshore estuarine waters may provide a more rapid removal of CO2 using alkalinity enhancement relative to deeper oceanic sites.

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Estuarine nutrient pollution impact reduction assessment through euphotic zone avoidance/bypass considerations

June 2023

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85 Reads

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3 Citations

The feasibility of reducing nutrient pollution impact by redirecting the effluent to depths below the euphotic zone was investigated for the deep estuarine Puget Sound region of the Salish Sea in the Pacific Northwest of America. The hypothesis tested was that the thickness of the outflow layer in deep estuaries may be greater than the euphotic zone depth, allowing a fraction of nutrients to be exported out passively through the layers immediately below. The euphotic zone depth in Puget Sound varies from 8 to 25 m while the depth of the outflow layer can reach up to ≈ 60 m. Outfall relocation strategies were tested on 99% of the anthropogenic nutrient loads currently delivered to Puget Sound. The impact was quantified using the previously established biophysical Salish Sea Model, using gross primary production and exposure to low dissolved oxygen (DO) levels as the metric (< 2 mg/L for hypoxia and < 5 mg/L for impairment). Eliminating nutrient pollution (above natural) from rivers and wastewater reduced hypoxia exposure by 8.1% and 11.2%, respectively. Relocating the outfalls to deeper waters resulted in improvements, but only in the sill-less sub-basins such as Whidbey, where hypoxia and DO impairment exposure decreased (7.9% and 6.8%, respectively). The presence of multiple sills and circulation cells in Puget Sound resulted in increased exposure and rendered nutrient bypass goals unfeasible as originally envisioned. However, an alternate nutrient export pathway was identified through bottom exchange flow out of Puget Sound via Whidbey Basin and Deception Pass. An unexpected reduction in the exchange outflow magnitude (≈ 4%) due additional (22%) freshwater discharged to the estuary bottom was also noted. The potential loss in circulation strength due to rerouting of natural surface freshwater through submerged deep-water outfalls is identified as a new unforeseen anthropogenic impact.


Propagation of the 2014–2016 Northeast Pacific Marine Heatwave Through the Salish Sea

December 2021

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230 Reads

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30 Citations

Effects and impacts of the Northeast Pacific marine heatwave of 2014–2016 on the inner coastal estuarine waters of the Salish Sea were examined using a combination of monitoring data and an established three-dimensional hydrodynamic and biogeochemical model of the region. The anomalous high temperatures reached the U.S. Pacific Northwest continental shelf toward the end of 2014 and primarily entered the Salish Sea waters through an existing strong estuarine exchange. Elevated temperatures up to + 2.3°C were observed at the monitoring stations throughout 2015 and 2016 relative to 2013 before dissipating in 2017. The hydrodynamic and biogeochemical responses to this circulating high-temperature event were examined using the Salish Sea Model over a 5-year window from 2013 to 2017. Responses of conventional water-quality indicator variables, such as temperature and salinity, nutrients and phytoplankton, zooplankton, dissolved oxygen, and pH, were evaluated relative to a baseline without the marine heatwave forcing. The simulation results relative to 2014 show an increase in biological activity (+14%, and 6% Δ phytoplankton biomass, respectively) during the peak heatwave year 2015 and 2016 propagating toward higher zooplankton biomass (+14%, +18% Δ mesozooplankton biomass). However, sensitivity tests show that this increase was a direct result of higher freshwater and associated nutrient loads accompanied by stronger estuarine exchange with the Pacific Ocean rather than warming due to the heatwave. Strong vertical circulation and mixing provided mitigation with only ≈+0.6°C domain-wide annual average temperature increase within Salish Sea, and served as a physical buffer to keep waters cooler relative to the continental shelf during the marine heatwave.

Citations (3)


... Since the carbon uptake over the main stem of the Bay was estimated to be 115 500 tons CO 2 yr −1 [43], the WWTP alkalinity addition will result in a 110% increase in oceanic carbon uptake, although it is a small percentage of the total CO 2 efflux when all tributaries are included. Moreover, CDR efficiency reaches 0.9 and compares favorably against other mCDR approaches [42,44]. ...

Reference:

Wastewater alkalinity enhancement for carbon emission reduction and marine CO2 removal
Mixing and dilution controls on marine CO2 removal using alkalinity enhancement

... The vertical configuration of the model uses 10 sigmastretched layers distributed using a power law function with an exponent P-Sigma of 1.5, which provides more layer density near the surface. The SSM, including the hydrodynamic component of the model, has been calibrated over a multi-year simulation from 2013 to 2020 (Khangaonkar & Yun 2023). The model performance is compliant with the targets established by the local user community (RMSE T <1°C, RMSE S <1 psu, and RMSE for water surface elevation <10 % relative to tidal range). ...

Estuarine nutrient pollution impact reduction assessment through euphotic zone avoidance/bypass considerations

... Indeed, although fjords are present in regions of the world where MHWs have been investigated, such as New Zealand (Shi et al., 2020), Norway (Bayoumy et al., 2022;Jordà-Molina et al., 2023), Canada (Jackson et al., 2018;Khangaonkar et al., 2021), Chile (Pujol et al., 2022) or the Kerguelen Islands (Su et al., 2021), very few studies have been conducted to understand how MHWs interact with fjords. It is largely due to the observational challenges these regions present, particularly for satellites which are compromised by land interferences and typically rainy and/or cloudy climate associated with fjords, which results 70 in data loss. ...

Propagation of the 2014–2016 Northeast Pacific Marine Heatwave Through the Salish Sea