To achieve intelligent aquaculture and ensure environmental health, water quality monitoring is indispensable in marine ranching. However, the energy supply for widely deployed sensors remains a critical challenge. Self-powered sensing technology is one of the core solutions to address this bottleneck. In this research, a capsule-structured, solid–solid/solid–liquid mixed-mode triboelectric nanogenerator (TENG) is proposed, which addresses the limitations of the existing TENG technology in marine environments. The proposed TENG collects wind and wave energy by coupling solid–solid contact electrification with the bilayer effect at the solid–liquid interface under complex marine conditions. A theoretical model of triboelectric energy conversion and solid–liquid pH sensing is developed. Additionally, the TENG self-powered sensing structure is optimized to improve its performance for pH monitoring under a range of conditions in marine ranches. The experimental results demonstrate that the capsule-type dual-mode TENG (CD-TENG) achieves an open-circuit voltage of 50 V and a short-circuit current of 25 μA under optimal conditions. The peak power density of 0.35 W/m2 enables sustained operation of low-power microelectronics, which is beneficial for real-time water quality monitoring in marine ranching.
Continue reading ‘A self-powered pH sensing method based on a triboelectric nanogenerator: an innovative application in marine ranch water quality monitoring’Posts Tagged 'methods'
A self-powered pH sensing method based on a triboelectric nanogenerator: an innovative application in marine ranch water quality monitoring
Published 15 August 2025 Science ClosedTags: chemistry, fisheries, methods
Improving coastal ocean pH estimates through assimilation of glider observations and hybrid statistical methods
Published 15 August 2025 Science ClosedTags: chemistry, methods, modeling, North Pacific, regionalmodeling
Ocean acidification monitoring and carbon accounting require accurate estimates of marine carbonate system variables, particularly in dynamic coastal regions where observations remain sparse. This study presents an approach to improving carbonate system state estimates in the California Current System through the assimilation of underwater glider observations with both dynamical and statistical models. We implement a 4D-Var data assimilation system that jointly assimilates physical variables, chlorophyll, and glider-based pH and alkalinity data into a regional coupled physical-biogeochemical model. Our results demonstrate that joint assimilation of carbonate system variables successfully improves pH and alkalinity estimates while maintaining the quality of physical and chlorophyll estimates. Cross-validation experiments reveal that pH data assimilation typically improves estimates near the observation network, although downstream advection of increments can occasionally degrade results. We also show that hybrid estimates that combine the output of the dynamical, physical ocean model with a statistical model produce accurate carbonate system estimates without requiring a biogeochemical model. This finding suggests that physical ocean models and data assimilation systems can obtain reasonable carbonate system estimates by combining statistical methods with model estimates of temperature and salinity.
Continue reading ‘Improving coastal ocean pH estimates through assimilation of glider observations and hybrid statistical methods’Management considerations for establishing a coastal acidification monitoring system from U.S. Coastal Acidification Networks
Published 15 August 2025 Science ClosedTags: chemistry, field, methods, policy
Ocean acidification (OA), caused by the uptake of anthropogenic carbon dioxide, is a concern for ocean resource users in coastal regions where the phenomenon is compounded by variable processes. Sustained OA monitoring systems are critical for characterization of baseline ocean conditions and identification of changes and impacts to coastal ecosystems and communities. Establishing an OA monitoring network is best accomplished through iterative planning, sustained funding, and comprehensive understanding of the coastal system. This paper offers decision-making considerations for entities interested in establishing a local to regional scale OA observing system. Such considerations include which carbon system parameters can be measured in each system, which sensors and platforms will provide applicable information for interested partners, and best practices for observing data management. Because every region faces unique circumstances, we present context-specific examples of effective decision-making processes from established U.S. OA observing networks. These regional case studies offer information on specific scientific questions, observing techniques, and methodology employed to establish and manage OA observations in the coastal zone.
Continue reading ‘Management considerations for establishing a coastal acidification monitoring system from U.S. Coastal Acidification Networks’Direct analysis of dissolved CO2 in coastal waters: development and validation of a simple method
Published 11 August 2025 Science ClosedTags: chemistry, methods
The partial pressure of CO2 (p(CO2)) dissolved in seawater is often indirectly determined through a mathematical calculation involving two variables of the carbonate system, which requires the use of expensive equipment, materials, and reagents, and is usually demanding in terms of human resources. In this study, we present a simple, low-cost method for directly measuring dissolved CO2 (p(CO2)) in coastal waters using a small gas equilibrator coupled with a non-dispersive infrared (NDIR) detector in a closed-loop system. The cost of this methodology can be further reduced by utilizing a low-cost NDIR detector and inexpensive materials. Its analytical performance was validated against the conventional indirect approach based on pH and dissolved inorganic carbon (DIC), showing high accuracy (91%), excellent linearity (r2 = 0.998), and a quantification limit (∼21 μatm) approximately 20 times lower than the average surface seawater p(CO2). The method proved robust to typical variations in salinity (15–45 PSU) and temperature (20–25 °C), though a new calibration is recommended for salinities below 15 PSU. Application to samples from a tropical coastal lagoon and adjacent oceanic area showed statistically comparable results with both methodologies. This approach could enable direct measurement in the field, thereby reducing labor, equipment, and material costs. This low-cost approach enhances in situ p(CO2) monitoring, offering significant potential for long-term ocean acidification studies in resource-limited settings.
Continue reading ‘Direct analysis of dissolved CO2 in coastal waters: development and validation of a simple method’A first of its kind: the extended autonomous deployment of the Autosub Long Range with dual pH sensors
Published 11 August 2025 Science ClosedTags: chemistry, field, methods
For the first time, the Autosub Long Range (ALR) has completed a fully autonomous, long-distance scientific mission. The ALR was equipped with a suite of oceanographic sensors including a Lab-on-Chip (LOC) pH sensor, a SeaBird SeaFET pH sensor, a conductivity-temperature-depth sensor (CTD), and a dissolved oxygen sensor, and traveled across the continental shelf, and back. Deployed and recovered from the shoreline in Plymouth, UK, the ALR operated without shipboard assistance, covering 2,000 km over five weeks (May-June 2022) and reaching depths up to 1000 m. We examine the performance of the pH sensors and apply an adapted k0 adjustment using different reference pH inputs, including neural network estimates. We find the onboard pH sensors agree better with each other than either sensor with model estimates. Before correction, the SeaFET and LOC pH measurements agree well, with a mean ΔpHT of 0.013 ± 0.009. After correction (LOC as reference) agreement improved to 0.00004 ± 0.007. Total alkalinity (TA) was estimated from both salinity-based relationships and model predictions. The partial pressure of CO2 (pCO2) was calculated from combinations of pH (raw, corrected, and model estimates) and TA (algorithms and model estimates), and range from 263-598 µatm. Air-sea CO2 fluxes range -17.0-7.1 mmol m-2d-1. Both pCO2 and CO2 fluxes are strongly influenced by pH input, with much less sensitivity to TA. This study highlights that while established, robust carbon models and methods exist for the open ocean, improved coastal observation strategies are critical, given the region’s disproportionate role in carbon cycling and production.
Continue reading ‘A first of its kind: the extended autonomous deployment of the Autosub Long Range with dual pH sensors’Temperature dependence of response of a pH glass electrode for environmental measurement
Published 6 August 2025 Science ClosedTags: chemistry, methods
During the continuous monitoring of pH in environmental water, the temperature of the environmental water changes at each moment. Coral reefs are likely to be strongly affected by ocean acidification, so accurate and continuous pH monitoring is important. On the other hands, the water temperature in coral reef areas varies greatly not only due to solar radiation but also due to the mixing of open ocean water and land water. This temperature variation affects the accurate pH measurement. Preparing calibration values for the pH electrodes at all water temperatures is impossible, but the monitoring accuracy could be improved by predicting the constituent values at the on-site water temperature from the electrode calibration results at one or two temperatures. Therefore, we calibrate the pH at one or two temperatures and use the result for estimating the calibration value at another temperature. For this purpose, we estimated the pH change of the internal liquid of the electrode (assumed as a phosphate buffer) under saturated and unsaturated conditions of the coexisting KCl in the buffer.
Continue reading ‘Temperature dependence of response of a pH glass electrode for environmental measurement’Optimal design and application of in-situ seawater total alkalinity analyzer
Published 6 August 2025 Science ClosedTags: chemistry, methods
As a key index to measure the buffering capacity of marine carbonate systems, the total alkalinity (TA) of seawater plays an important role in monitoring and predicting ocean acidification. Given the limitation of the existing TA measuring techniques to laboratory environments and the difficulty in continuous real-time monitoring of marine fields, the existing TA analyzer was optimized based on single-step titration spectrophotometry. Then, a hardware system covering sample collection, measurement and analysis, data processing and storage, power supply, and control system was established by integrating the overall architectural design and development of the raft microcirculation system, dual-path photoelectric detection system, and mini-instrument. Besides, the corresponding instrument control, data processing and analysis software and user-friendly interface were developed, because of which the detection error and precision of the analyzer were < 1 % and ± 3.6 μmol/kg, respectively. The study results provide a high-precision and high-efficiency seawater TA measuring tool for scientific marine research and environmental monitoring.
Continue reading ‘Optimal design and application of in-situ seawater total alkalinity analyzer’Embedding a multichannel ion-sensitive field-effect transistor-pH sensor array in marine sediments: a new approach for continuous in situ pH monitoring
Published 31 July 2025 Science ClosedTags: chemistry, methods
Human activities have significantly increased carbon dioxide emissions, leading to global warming and ocean acidification, which threaten marine ecosystems, including coral reefs with high biodiversity. Coral reef maintenance relies on a balance between calcium carbonate formation and dissolution. Among the processes, sandy sediments, covering vast areas and highly sensitive to ocean acidification, require urgent investigations to elucidate their dissolution mechanisms. However, conventional glass electrodes have limitations in continuous monitoring of the spatiotemporal distribution of pH within sediment. To address this, we developed a multichannel ion-sensitive field-effect transistor (ISFET)-pH sensor array with a tantalum oxide sensing membrane, which was embedded in the sediment to enable high-resolution and continuous pH monitoring. A 24-h pH monitoring experiment was conducted in coral reef sediments to validate the method. The performance of the sensor was evaluated through both laboratory and field observations, and a comparison with a conventional glass electrode confirmed that the ISFET-pH sensor provided stable pH measurements within the uncertainty range of the glass electrode. The developed sensor array is a low-cost and durable automatic measurement system, offering an alternative to conventional glass electrodes, which are expensive and fragile. However, optimizing sputtering conditions, annealing processes, and data processing techniques is necessary to reduce environmental influences and enhance measurement accuracy. The proposed array-based observation method enables the acquisition of high-resolution vertical pH profiles and is expected to contribute to the quantitative evaluation of the chemical role of sandy sediments and the elucidation of carbon cycling in coral reef ecosystems.
Continue reading ‘Embedding a multichannel ion-sensitive field-effect transistor-pH sensor array in marine sediments: a new approach for continuous in situ pH monitoring’A new indicator can assess absorption capacity for carbon dioxide and ocean acidification
Published 30 July 2025 Science ClosedTags: chemistry, methods
The ocean has absorbed 25% of anthropogenic carbon dioxide emissions over the past 40 years, effectively slowing atmospheric carbon dioxide growth but causing ocean acidification. As acidification intensifies, the seawater absorption capacity for carbon dioxide will decline. While the Revelle factor has been used to assess carbon dioxide absorption, it becomes inapplicable at pH < 7.5. Here, we propose a new factor, γCO2, to better measure the absorption capacity for carbon dioxide and acidification. γCO2 decreases with increased partial pressure of carbon dioxide and decreased pH, indicating reduced absorption capacity and intensified acidification. In 2020, global surface ocean γCO2 was 15.50 ± 0.21, a 13% decline since 1992. Projections under SSP5-8.5 anticipate an average γCO2 of 4.72 by 2100, with 61.5% of global ocean regions below the critical threshold of γCO2 = 3.0, potentially harming aragonite-based organisms.
Continue reading ‘A new indicator can assess absorption capacity for carbon dioxide and ocean acidification’Total alkalinity measurements in small samples: methods based on CO2 equilibration and spectrophotometric pH
Published 21 July 2025 Science ClosedTags: methods

Highlights:
- Total alkalinity (AT) measurements via CO2 equilibration are rapid and precise.
- Equilibrations with a silicone membrane allow continuous AT measurements.
- Stopped-flow and direct equilibration methods significantly reduce sample volume.
- Equilibration methods can be integrated into multi-parameter instruments.
- AT and pH measurements require sample volumes as small as 0.5 to 1.5 milliliters.
Abstract
Background: Total alkalinity (AT) is a fundamental parameter in understanding the oceanic cycling of carbon dioxide (CO2). Measurements of the AT of natural waters are typically obtained through single- or multi-step titrations using a strong acid, with the endpoint pH determined via potentiometry or spectrophotometry. Conventional AT determinations are labor-intensive and require precise knowledge of the sample’s weight or volume. Equilibration with CO2 gas, with or without a membrane, can simplify the procedure and reduce the required sample volume while maintaining high precision.
Results: Several spectrophotometric AT methodologies involving CO2 gas as a titrant are presented: stopped-flow equilibration across a liquid core waveguide (LCW), continuous equilibration using gas-permeable silicone tubing, and direct bubbling with CO2 gas for measurements of small samples. Alkalinity determinations from CO2 equilibration are based on a simple linear relationship between AT, pCO2, and spectrophotometric pH. Incorporating an empirically derived, temperature-dependent calibration constant, E(T), eliminates the need for precise CO2 concentrations. Equilibration-based AT measurements demonstrated high precision (±1.0 to 2.0 μmol kg-1) and were in strong agreement with standard titration methods (±2.0 μmol kg-1). Novel spectrophotometric instrumentation is introduced, named the Minimal Volume Multiparameter Inorganic Carbon Analyzer (MVMICA), capable of precise pHT (±0.002) and AT measurements with volumes ∼1.0 mL. The accuracy of MVMICA over a wide range of conditions makes it invaluable for assessing carbonate chemistry in aquatic systems using limited available sample volumes.
Significance: The three methods presented in this paper offer flexible configurations, each adaptable for specific applications. Membrane equilibrations using Teflon AF 2400 LCW or silicone tubing are appropriate for automated analysis of waters, with potential for in situ AT determinations. Equilibration of samples across a silicone membrane facilitates rapid, continuous measurements. Alternatively, direct equilibration without a membrane enables analyses of samples as small as 0.50 mL.
Continue reading ‘Total alkalinity measurements in small samples: methods based on CO2 equilibration and spectrophotometric pH’Can sclerosponge skeletons record ocean acidification?: boron and carbon isotope ratios (δ11B and δ13C) in Acanthochaetetes wellsi from Okinoerabu Island, southwestern Japan
Published 21 July 2025 Science ClosedTags: biological response, laboratory, methods, North Pacific, paleo, porifera
Boron stable isotope ratios in biogenic calcium carbonate minerals are known to reflect the decreasing of seawater pH, and thus they can be a useful tracer to track the trend of the ocean acidification. While validation of boron isotopes as a tracer for seawater pH has mainly focused on foraminiferal and coral CaCO3, a few studies examined CaCO3 skeletons produced by sclerosponges. In this study, we investigated stable boron and carbon isotope ratios in two sclerosponge specimens (Acanthochaetetes wellsi), collected from Okinoerabu Island, Japan. Carbon isotope ratios in both specimens showed a continuous decrease over the estimated growth periods, indicating that the Suess effect is recorded in sclerosponge skeletons. In contrast, boron isotope ratios in one specimen decreased over time, but not in the other. These findings suggest further analysis of additional specimens is necessary to determine whether boron isotope ratios in sclerosponge skeletons are reliable recorder of ocean acidification.
Continue reading ‘Can sclerosponge skeletons record ocean acidification?: boron and carbon isotope ratios (δ11B and δ13C) in Acanthochaetetes wellsi from Okinoerabu Island, southwestern Japan’Iridium oxide thin film flexible ocean pH sensor based on electroplating deposition process
Published 16 July 2025 Science ClosedTags: methods

Highlights
- Demonstrates super-Nernstian sensitivity of −73.64 mV/pH for accurate readings.
- Rapid response kinetics with an 18.16 s stabilization time for quick assessments.
- Exceptional stability and minimal signal drift under varying ionic strength conditions.
- Cost-effective and easy to fabricate, ideal for reliable marine pH monitoring.
Abstract
The pH level is a critical factor influencing the growth and development of marine life, environmental shifts, and various industrial and agricultural production activities. Consequently, there is an urgent requirement for a high-precision ocean pH sensor to accurately assess the pH levels in seawater. The pH-sensitive electrode was fabricated using a polyimide substrate coated with an electrodeposited iridium oxide thin film. This iridium oxide-based electrode demonstrated exceptional pH-sensing performance, including a super-Nernstian sensitivity of −73.64 mV/pH, rapid response kinetics (18.16 s stabilization time), and excellent stability across repeated pH cycling tests (3↔6 and 8↔10). Furthermore, the sensor exhibited strong resistance to environmental interference, with a linear temperature coefficient of −1.6 mV/°C and minimal signal drift (<5 mV) under varying ionic strength conditions. Practical validation through pH measurements in standardized buffer solutions and complex real-world samples confirmed its measurement reliability. Leveriting the advantages of cost-effectiveness and straightforward fabrication, this electroplated iridium oxide thin film presents a compelling solution for marine pH monitoring applications, particularly in scenarios requiring high stability and tolerance to fluctuating environmental parameters.
Continue reading ‘Iridium oxide thin film flexible ocean pH sensor based on electroplating deposition process’Report presenting the data quality aspects in relation with the submission mechanism requested to report towards the SDG indicator 14.3.1
Published 7 July 2025 Newsletters and reports ClosedTags: chemistry, methods
This document is MINKE’s Deliverable 9.12 “Report presenting the data quality aspects in relation with the submission mechanism requested to report towards the SDG indicator 14.3.1”. It describes MINKE perspectives on the monitoring of carbonate system variables, in particular pHT, in order to address the SDG 14.3 request regarding ocean acidification. The D9.12 summarises the carbonate chemistry Best Practices, uncertainty concepts and calculations discussed within MINKE and will be useful for reporting carbonate variables to the SDG ocean acidification portal.
Continue reading ‘Report presenting the data quality aspects in relation with the submission mechanism requested to report towards the SDG indicator 14.3.1’Assessing pteropod shell dissolution to advance ocean monitoring techniques: a methods comparison of SEM, CT, and light microscopy
Published 30 June 2025 Science ClosedTags: biological response, methods, mollusks, morphology, zooplankton
Pteropods are marine planktonic snails that are used as bioindicators of ocean acidification due to their thin, aragonitic shells, and ubiquity throughout the world’s oceans; their responses include decreased size, reduced shell thickness, and increased shell dissolution. Shell dissolution has been measured with a variety of metrics involving light microscopy, scanning electron microscopy (SEM), and computed tomography (CT). While CT and SEM metrics offer high resolution imaging, these analyses are cost- and time-intensive relative to light microscopy analysis. This research compares light microscopy, CT, and SEM shell dissolution metrics across three pteropod species: Limacina helicina, Limacina retroversa, and Heliconoides inflatus. Sourced from multiple localities, these specimens lived in tropical to subpolar environments and were exposed to varying aragonite saturations states due to oceanographic differences in these environments. Specimens were evaluated with light microscopy for the Limacina Dissolution Index (LDX), with SEM for percent of pristine shell coverage and maximum dissolution type, and with CT for whole-shell thickness. LDX and the percentage of pristine shell determined via SEM were highly correlated in all three species’ datasets. For L. retroversa, LDX was also significantly correlated to SEM maximum dissolution type. Although the genera Heliconoides and Limacina have different shell microstructures, the relationship between LDX and SEM dissolution did not vary by species. The CT metric for shell thickness was not significantly correlated to any other dissolution metrics for any species. However, severely dissolved areas apparent in SEM were visually discernible in CT thickness heatmaps. While CT may not detect minor shell dissolution, previous studies have used CT to detect reduced calcification in response to ocean acidification. SEM is ideal for detecting the onset of dissolution, but SEMing large numbers of specimens may not be practical due to monetary and time constraints. LDX, on the other hand, is a fast and cost-effective metric that is strongly correlated with SEM metrics, regardless of the oceanographic conditions that those species experienced. These results suggest that an efficient ocean acidification monitoring strategy is to evaluate all pteropod specimens via LDX and to then SEM a subset of those specimens.
Continue reading ‘Assessing pteropod shell dissolution to advance ocean monitoring techniques: a methods comparison of SEM, CT, and light microscopy’Sea-Bird Scientific reintroduces stable, long-term pH instruments
Published 8 May 2025 Media coverage ClosedTags: methods
Sea-Bird Scientific has announced that the company has restarted production and service of their cutting-edge Shallow SeaFET™ and Shallow SeapHOx™. After rigorous qualification, testing, and field deployments, the company is now accepting requests for quotes and service.
These high-tech pH ocean sensors are equipped with advanced Ion-Sensitive Field Effect Transistor (ISFET) technology and are ideal for all coastal applications up to 50 meters deep.
The Shallow SeaFET V2 uses the ISFET technology for stable, long-term pH measurements in salt water and has been used extensively around the globe for ocean acidification research, coral reef research, coastal marine biology, and environmental monitoring. The Shallow SeaFET V2 can be autonomous with internal power, sample scheduling, and data logging capabilities.
The Shallow SeapHOx V2 combines the Shallow SeaFET V2 with the SBE 37-SMP-ODO MicroCAT CTD+DO sensor. This integration enables comprehensive data collection of pH alongside critical oceanographic and biological measurements of temperature, salinity, and oxygen. The Shallow SeapHOx V2 benefits from the SBE 37SMP-ODO’s pumped flow path and anti-fouling technology, extending deployment durations in some cases.
Continue reading ‘Sea-Bird Scientific reintroduces stable, long-term pH instruments’A simple CO2 enrichment incubator for investigating physiological responses of harmful algae to ocean acidification
Published 23 April 2025 Science ClosedTags: biological response, growth, methods, morphology, phytoplankton
A CO2 manipulation incubation system using off-the-shelf components was developed to study the effects of ocean acidification (OA) on marine microalgae. The system successfully monitored CO2 concentrations in real time at the desired levels. The incubation experiment was based on the IPCC’s CMIP6 worst-case scenario (SSP5-8.5), with elevated CO2 concentrations of up to 1000 ppm. Under these conditions, exposure to 1000 ppm CO2 significantly increased growth rate, cell diameter, and biovolume of harmful microalgae, Alexandrium tamiyavanichii. These effects were more pronounced, highlighting the potential for ocean acidification to exacerbate harmful algal blooms. The study also emphasized the importance of accounting for light attenuation in the incubation setup, revealing a 20% loss in light within culture bottles due to uneven light distribution. Correcting light intensity variations caused by the materials of the culture vessels was essential for unbiased growth assessments.
Continue reading ‘A simple CO2 enrichment incubator for investigating physiological responses of harmful algae to ocean acidification’Sonardyne integrates -4H-JENA sensor into ADCP for ocean acidification research
Published 17 April 2025 Media coverage ClosedTags: methods

Underwater technology manufacturer Sonardyne International Ltd has integrated a CONTROS HydroC dissolved CO2 sensor from -4H-JENA engineering into its Origin 600 ADCP (Acoustic Doppler Current Profiler), unlocking new capabilities for marine research into ocean acidification.
The combined solution enables precise, real-time monitoring of dissolved carbon dioxide levels alongside detailed current profiling, providing insights into the impacts of rising CO2 concentrations on marine ecosystems and biodiversity.
The CONTROS HydroC dissolved CO2 sensor from -4H-JENA engineering is designed specifically for accurate and reliable measurement of dissolved carbon dioxide in marine environments. Such sensors are essential tools for understanding ocean acidification. The HydroC sensor integrates with Sonardyne’s Origin 600 through either direct connection to the ADCP’s external sensor port or via the versatile Origin E-Mux multiplexer, which supports up to four external sensors simultaneously and extends power supply capability for longer deployments.
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Continue reading ‘Sonardyne integrates -4H-JENA sensor into ADCP for ocean acidification research’New capability in autonomous ocean carbon observations using the autosub long-range AUV equipped with novel pH and total alkalinity sensors
Published 11 April 2025 Science ClosedTags: chemistry, methods, North Atlantic

The development of marine autonomous platforms has improved our capability to gather ocean observations at fine spatial scales and high temporal frequency, which can be used to better measure, characterize, and model ocean carbon. As part of the OCEANIDS program, novel carbonate sensors were integrated into the Autosub Long-Range (ALR) autonomous underwater vehicle (AUV) and deployed in the Celtic Sea. Autonomous Lab-On-Chip (LOC) sensors measured pH and total alkalinity (TA) while onboard the ALR. Using interpolation, the ALR-sensor data set is compared against CTD co-samples. The average differences between the LOC sensor and co-sample pH range from −0.011 to −0.015. The TA sensor data agrees with co-samples within 1–2 μmol kg–1 on average. Biogeochemical water properties differing between CTD and ALR observations reveal correlations to carbonate parameter variations. The LOC sensors enabled the characterization of the marine carbonate system from autonomous subsurface measurements for the first time. Sensor pH and TA data were used to calculate dissolved inorganic carbon (DIC), partial pressure of CO2 (pCO2), and aragonite saturation state (ΩAr) and are compared with CTD co-samples with mean residuals of 4–7 μmol kg–1, 10–17 μatm, and −0.03 to −0.06, respectively. Future perspectives on sensor deployment and analysis are discussed.
Continue reading ‘New capability in autonomous ocean carbon observations using the autosub long-range AUV equipped with novel pH and total alkalinity sensors’Evaluating data quality of coastal spectrophotometric pH measurements: implications for ocean acidification and ocean alkalinity enhancement research
Published 10 April 2025 Science ClosedTags: chemistry, methods
pH, which reflects the thermodynamic balance of acid-base systems in seawater, serves as a key indicator of the interplay between acidic and basic components in marine environments. When combined with another parameter, such as TA, DIC, or pCO2 the entire inorganic carbon system can be derived. However, each parameter presents methodological challenges that may introduce random or systematic errors, which then propagate through subsequent calculations. In coastal and estuarine environments, errors can become more pronounced, as standard operating procedures (SOPs) developed for open-ocean conditions may not adequately address the complexities unique to these regions. Measuring more than two parameters enables further insight into systematic errors through the evaluation of internal consistency, where existing data products often reveal pH-dependent offsets between measured pH and pH calculated from measured TA and DIC. These offsets may arise from errors in pH measurements, TA and DIC measurements, or the equilibrium constants used in the calculations, and are therefore difficult to tease apart. Comparing measurements from different research groups can help identify the specific measurement biases responsible for these offsets; however, the lack of inter-comparison studies, particularly in field settings, hinders our understanding. This work advocates for integrating internal consistency and inter-comparison studies in field conditions, as conducting them at sea provides a realistic evaluation of reproducibility between research groups. Chapter 2 utilizes this method by comparing at-sea spectrophotometric pH (pHspec) measurements from two research groups aboard the R/V Coriolis in June 2022 in the Gulf of St. Lawrence and the Lower St. Lawrence Estuary during the Tracer Release Deep Experiment 2 (TReX2) cruise. This combined analysis of reproducibility and internal consistency highlights how even minor methodological differences can substantially affect data quality, and in turn, shape data interpretation. These impacts are particularly pronounced when estimating potential bias from unidentified, excess components of TA (TAx), expected to be non-negligible in estuarine environments, where the two groups had notably different estimates. Chapter 3 draws conclusions from the discussion of data quality in estuarine environments from Chapter 2, focusing on the potential role of pHspec in Monitoring, Reporting, and Verification (MRV) frameworks for ocean alkalinity enhancement (OAE), a proposed marine carbon dioxide removal (mCDR) strategy. It incorporates insights from OAE field trial work in the Bedford Basin, Halifax, a fjord-like estuarine system, to assess the quality of pHspec, TA, and DIC data, offering an assessment of the reliability of these measurements for interpreting potential carbon dioxide removal. This chapter also includes suggestions for a future protocol for observational components of MRV frameworks.
Continue reading ‘Evaluating data quality of coastal spectrophotometric pH measurements: implications for ocean acidification and ocean alkalinity enhancement research’Chapter 13 – Future strategy for a resilient production and certification of seawater reference materials for the carbonate system
Published 1 April 2025 Science ClosedTags: methods
Ocean inorganic carbon research is crucial to quantify the global ocean uptake of atmospheric carbon dioxide (CO2), understand its spatiotemporal variability and mechanisms that control this process, and monitor ocean acidification. This requires high-quality measurements of the seawater carbonate system that rely on the availability of reference materials (RMs). The COVID-19 pandemic highlighted the fragility of the production system of the seawater RMs for the carbonate system, currently depending on one single laboratory. With that in mind, a new model for seawater RMs for the carbonate system, centered on regional hubs, is being developed to create a more resilient system. Challenges associated with establishing new production centers, such as funding their startup and ongoing costs, ensuring the quality and stability of the materials, and staff training are discussed. Opportunities to minimize the cost of these RMs and to supply certified or indicative values for currently uncertified carbonate system variables are explored. Additionally, a vision to integrate the new model into the global metrology landscape whereby the materials are comparable and metrologically traceable to the International System of Units is highlighted. As more laboratories are seeking to undertake seawater carbonate system measurements, access to these RMs is ever more critical.
Continue reading ‘Chapter 13 – Future strategy for a resilient production and certification of seawater reference materials for the carbonate system’

