80 citations as recorded by crossref.

1. Retrieving monthly and interannual total-scale pH (pHT) on the East China Sea shelf using an artificial neural network: ANN-pHT-v1 X. Li et al. 10.5194/gmd-13-5103-2020
2. Predicting Carbonate Chemistry on the Northwest Atlantic Shelf Using Neural Networks I. Lima et al. 10.1029/2023JG007536
3. A mapped dataset of surface ocean acidification indicators in large marine ecosystems of the United States J. Sharp et al. 10.1038/s41597-024-03530-7
4. Satellite-estimated air-sea CO2 fluxes in the Bohai Sea, Yellow Sea, and East China Sea: Patterns and variations during 2003–2019 S. Yu et al. 10.1016/j.scitotenv.2023.166804
5. Controlling factor analysis of oceanic surface pCO2 in the South China Sea using a three-dimensional high-resolution biogeochemical model M. Zhang et al. 10.3389/fmars.2023.1155979
6. Impact of sampling depth on CO$$_{2}$$ flux estimates C. Azevedo et al. 10.1038/s41598-024-69177-x
7. A machine-learning reconstruction of sea surface pCO2 in the North American Atlantic Coastal Ocean Margin from 1993 to 2021 Z. Wu et al. 10.5194/essd-17-43-2025
8. Tidal mixing of estuarine and coastal waters in the western English Channel is a control on spatial and temporal variability in seawater CO2 R. Sims et al. 10.5194/bg-19-1657-2022
9. Reconstruction of global surface ocean pCO2 using region-specific predictors based on a stepwise FFNN regression algorithm G. Zhong et al. 10.5194/bg-19-845-2022
10. Coastlines at Risk of Hypoxia From Natural Variability in the Northern Indian Ocean J. Pearson et al. 10.1029/2021GB007192
11. A uniform pCO2 climatology combining open and coastal oceans P. Landschützer et al. 10.5194/essd-12-2537-2020
12. Three-dimensional methane distribution simulated with FLEXPART 8-CTM-1.1 constrained with observation data C. Groot Zwaaftink et al. 10.5194/gmd-11-4469-2018
13. A monthly surface pCO2 product for the California Current Large Marine Ecosystem J. Sharp et al. 10.5194/essd-14-2081-2022
14. Physical and biological effects on the carbonate system during summer in the Northern Argentine Continental Shelf (Southwestern Atlantic) C. Berghoff et al. 10.1016/j.jmarsys.2022.103828
15. Regional and global impact of CO2 uptake in the Benguela Upwelling System through preformed nutrients C. Siddiqui et al. 10.1038/s41467-023-38208-y
16. An empirical MLR for estimating surface layer DIC and a comparative assessment to other gap-filling techniques for ocean carbon time series J. Vance et al. 10.5194/bg-19-241-2022
17. Transport of Anthropogenic Carbon From the Antarctic Shelf to Deep Southern Ocean Triggers Acidification S. Zhang et al. 10.1029/2023GB007921
18. LSCE-FFNN-v1: a two-step neural network model for the reconstruction of surface ocean pCO2 over the global ocean A. Denvil-Sommer et al. 10.5194/gmd-12-2091-2019
19. The southwestern South Atlantic continental shelf biogeochemical divide A. de Oliveira Carvalho et al. 10.1007/s10533-022-00918-8
20. Feasibility of reconstructing the summer basin-scale sea surface partial pressure of carbon dioxide from sparse in situ observations over the South China Sea G. Wang et al. 10.5194/essd-13-1403-2021
21. Regulation of surface carbon dioxide distributions and air–sea fluxes by temperature, biology, and mixing along the North American Atlantic Coastal Ocean Margin Z. Wu et al. 10.1002/lno.70073
22. Estimating marine carbon uptake in the northeast Pacific using a neural network approach P. Duke et al. 10.5194/bg-20-3919-2023
23. The northern European shelf as an increasing net sink for CO2 M. Becker et al. 10.5194/bg-18-1127-2021
24. A Synthesis of Global Coastal Ocean Greenhouse Gas Fluxes L. Resplandy et al. 10.1029/2023GB007803
25. The Spatiotemporal Dynamics of the Sources and Sinks of CO2 in the Global Coastal Ocean A. Roobaert et al. 10.1029/2019GB006239
26. Rapid fCO2 rise in the northern Barents Sea and Nansen Basin Y. Ericson et al. 10.1016/j.pocean.2023.103079
27. Factors governing seawater carbonate dynamics in a macroalgal habitat J. Kim et al. 10.3389/fmars.2022.963193
28. Carbon Dynamics Along the Seine River Network: Insight From a Coupled Estuarine/River Modeling Approach G. Laruelle et al. 10.3389/fmars.2019.00216
29. Diagnosis of CO2 dynamics and fluxes in global coastal oceans Z. Cao et al. 10.1093/nsr/nwz105
30. Reconstruction of Surface Seawater pH in the North Pacific J. Wang et al. 10.3390/su15075796
31. Red Tide Events and Seasonal Variations in the Partial Pressure of CO2 and Related Parameters in Shellfish-Farming Bays, Southeastern Coast of Korea J. Shim et al. 10.3389/fmars.2021.738472
32. Impact of Alaska atmospheric blocking on the carbon flux in the Northeast Pacific Ocean H. Wang et al. 10.1016/j.marenvres.2024.106770
33. Ocean acidification in the shallow inshore waters of the Southeastern Yellow Sea M. Kim et al. 10.1016/j.rsma.2025.104356
34. Continental shelves as a variable but increasing global sink for atmospheric carbon dioxide G. Laruelle et al. 10.1038/s41467-017-02738-z
35. Spatial and temporal variations in sea surface pCO2 and air-sea flux of CO2 in the Bering Sea revealed by satellite-based data during 2003–2019 S. Zhang et al. 10.3389/fmars.2023.1099916
36. CMEMS-LSCE: a global, 0.25°, monthly reconstruction of the surface ocean carbonate system T. Chau et al. 10.5194/essd-16-121-2024
37. Exploring the CO2 fugacity along the east coast of South America aboard the schooner Tara L. Olivier et al. 10.5194/essd-17-3583-2025
38. Stable Carbon Isotopes Suggest Large Terrestrial Carbon Inputs to the Global Ocean E. Kwon et al. 10.1029/2020GB006684
39. Uncertainty in the global oceanic CO2 uptake induced by wind forcing: quantification and spatial analysis A. Roobaert et al. 10.5194/bg-15-1701-2018
40. The Distribution of pCO2W and Air-Sea CO2 Fluxes Using FFNN at the Continental Shelf Areas of the Arctic Ocean I. Wrobel-Niedzwiecka et al. 10.3390/rs14020312
41. Seasonality of pCO2 and air-sea CO2 fluxes in the Central Labrador Sea R. Arruda et al. 10.3389/fmars.2024.1472697
42. The FluxEngine air–sea gas flux toolbox: simplified interface and extensions for in situ analyses and multiple sparingly soluble gases T. Holding et al. 10.5194/os-15-1707-2019
43. A framework to evaluate and elucidate the driving mechanisms of coastal sea surface pCO2 seasonality using an ocean general circulation model (MOM6-COBALT) A. Roobaert et al. 10.5194/os-18-67-2022
44. Estimating Three‐Dimensional Carbon‐To‐Phosphorus Stoichiometry of Exported Marine Organic Matter E. Kwon et al. 10.1029/2021GB007154
45. Air-sea CO2 flux in the Gulf of Mexico from observations and multiple machine-learning data products Z. Wu et al. 10.1016/j.pocean.2024.103244
46. The carbon sink of the Coral Sea, the world's second largest marginal sea, weakened during 2006–2018 S. Zhang et al. 10.1016/j.scitotenv.2023.162219
47. SeaFlux: harmonization of air–sea CO2 fluxes from surface pCO2 data products using a standardized approach A. Fay et al. 10.5194/essd-13-4693-2021
48. Surface ocean CO2 concentration and air-sea flux estimate by machine learning with modelled variable trends J. Zeng et al. 10.3389/fmars.2022.989233
49. A seamless ensemble-based reconstruction of surface ocean pCO2 and air–sea CO2 fluxes over the global coastal and open oceans T. Chau et al. 10.5194/bg-19-1087-2022
50. Variability of total alkalinity in coastal surface waters determined using an in-situ analyzer in conjunction with the application of a neural network-based prediction model L. Qiu et al. 10.1016/j.scitotenv.2023.168271
51. The Changing CO2Sink in the Western Arctic Ocean From 1994 to 2019 Z. Ouyang et al. 10.1029/2021GB007032
52. A Review of Machine Learning Applications in Ocean Color Remote Sensing Z. Zhang et al. 10.3390/rs17101776
53. Skillful multiyear predictions of ocean acidification in the California Current System R. Brady et al. 10.1038/s41467-020-15722-x
54. OceanSODA-ETHZ: a global gridded data set of the surface ocean carbonate system for seasonal to decadal studies of ocean acidification L. Gregor & N. Gruber 10.5194/essd-13-777-2021
55. On the role of climate modes in modulating the air–sea CO2 fluxes in eastern boundary upwelling systems R. Brady et al. 10.5194/bg-16-329-2019
56. The Southern Ocean carbon sink has been overestimated in the past three decades G. Zhong et al. 10.1038/s43247-024-01566-6
57. Spatiotemporal upscaling of sparse air-sea pCO2 data via physics-informed transfer learning S. Kim et al. 10.1038/s41597-024-03959-w
58. Estimation of sea surface pCO2 and air–sea CO2 flux in the East China Sea using in-situ and satellite data over the period 2000–2016 J. Liu et al. 10.1016/j.csr.2022.104879
59. Diurnal to interannual variability of sea surface pCO2 and its controls in a turbid tidal-driven nearshore system in the vicinity of the East China Sea based on buoy observations Q. Liu et al. 10.1016/j.marchem.2019.103690
60. pCO2 variability in the surface waters of the eastern Gulf of Cádiz (SW Iberian Peninsula) D. Jiménez-López et al. 10.5194/os-15-1225-2019
61. A Neural Network-Based Analysis of the Seasonal Variability of Surface Total Alkalinity on the East China Sea Shelf X. Li et al. 10.3389/fmars.2020.00219
62. Assessment of the potential effect of thermal effluents on CO2 absorption in coastal waters Y. Ko & T. Kim 10.3389/fmars.2024.1338832
63. Carbon Air–Sea Flux in the Arctic Ocean from CALIPSO from 2007 to 2020 S. Zhang et al. 10.3390/rs14246196
64. A modelling study of temporal and spatial pCO2 variability on the biologically active and temperature-dominated Scotian Shelf K. Rutherford et al. 10.5194/bg-18-6271-2021
65. Oceanic CO2 outgassing and biological production hotspots induced by pre-industrial river loads of nutrients and carbon in a global modeling approach F. Lacroix et al. 10.5194/bg-17-55-2020
66. A Comprehensive Assessment of Anthropogenic and Natural Sources and Sinks of Australasia's Carbon Budget Y. Villalobos et al. 10.1029/2023GB007845
67. Coastal Ocean Data Analysis Product in North America (CODAP-NA) – an internally consistent data product for discrete inorganic carbon, oxygen, and nutrients on the North American ocean margins L. Jiang et al. 10.5194/essd-13-2777-2021
68. Increase in CO2 Uptake Capacity in the Arctic Chukchi Sea During Summer Revealed by Satellite‐Based Estimation Z. Tu et al. 10.1029/2021GL093844
69. Spatial reconstruction of long-term (2003–2020) sea surface pCO2 in the South China Sea using a machine-learning-based regression method aided by empirical orthogonal function analysis Z. Wang et al. 10.5194/essd-15-1711-2023
70. Research ReportDiurnal global ocean surface pCO2 and air–sea CO2 flux reconstructed from spaceborne LiDAR data S. Zhang et al. 10.1093/pnasnexus/pgad432
71. Regulation of CO2 by the sea in areas around Latin America in a context of climate change V. Lutz et al. 10.1007/s10661-023-10997-1
72. Toward a Coordinated Global Observing System for Seagrasses and Marine Macroalgae J. Duffy et al. 10.3389/fmars.2019.00317
73. Modelling the mechanisms and drivers of the spatiotemporal variability of pCO2 and air–sea CO2 fluxes in the Northern Humboldt Current System R. Mogollón & P. Calil 10.1016/j.ocemod.2018.10.005
74. Satellites will address critical science priorities for quantifying ocean carbon J. Shutler et al. 10.1002/fee.2129
75. Variations in the summer oceanic pCO2 and carbon sink in Prydz Bay using the self-organizing map analysis approach S. Xu et al. 10.5194/bg-16-797-2019
76. Coastal Hypoxia in the Indian Ocean: Unraveling Drivers of Spatio‐Temporal Variability F. Yang et al. 10.1111/gcb.70378
77. A novel sea surface pCO2-product for the global coastal ocean resolving trends over 1982–2020 A. Roobaert et al. 10.5194/essd-16-421-2024
78. Remote Sensing Estimations of the Seawater Partial Pressure of CO₂ Using Sea Surface Roughness Derived From Synthetic Aperture Radar Y. Wang et al. 10.1109/TGRS.2024.3379984
79. Sea surface pCO2 variability and air-sea CO2 exchange in the coastal Sudanese Red Sea E. Ali et al. 10.1016/j.rsma.2021.101796
80. Reviews and syntheses: An empirical spatiotemporal description of the global surface–atmosphere carbon fluxes: opportunities and data limitations J. Zscheischler et al. 10.5194/bg-14-3685-2017