79 citations as recorded by crossref.

1. A Comprehensive Assessment of Anthropogenic and Natural Sources and Sinks of Australasia's Carbon Budget Y. Villalobos et al. 10.1029/2023GB007845
2. Drivers of decadal trends in the ocean carbon sink in the past, present, and future in Earth system models J. Terhaar 10.5194/bg-21-3903-2024
3. The land-to-ocean loops of the global carbon cycle P. Regnier et al. 10.1038/s41586-021-04339-9
4. Global Carbon Budget 2024 P. Friedlingstein et al. 10.5194/essd-17-965-2025
5. Quantifying Net Community Production and Calcification at Station ALOHA Near Hawai'i: Insights and Limitations From a Dual Tracer Carbon Budget Approach L. Knor et al. 10.1029/2022GB007672
6. The impact of the South-East Madagascar Bloom on the oceanic CO2 sink N. Metzl et al. 10.5194/bg-19-1451-2022
7. On the potential of a neural-network-based approach for estimating XCO2 from OCO-2 measurements F. Bréon et al. 10.5194/amt-15-5219-2022
8. Interannual and Seasonal Variability of CO2 Parameters in the Tropical Atlantic Ocean F. Bonou et al. 10.3390/jmse12122248
9. Direct observational evidence of strong CO 2 uptake in the Southern Ocean Y. Dong et al. 10.1126/sciadv.adn5781
10. Seasonal Variability of the Surface Ocean Carbon Cycle: A Synthesis K. Rodgers et al. 10.1029/2023GB007798
11. 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
12. High-frequency, year-round time series of the carbonate chemistry in a high-Arctic fjord (Svalbard) J. Gattuso et al. 10.5194/essd-15-2809-2023
13. A detectable change in the air-sea CO2 flux estimate from sailboat measurements J. Behncke et al. 10.1038/s41598-024-53159-0
14. Anthropogenic CO2, air–sea CO2 fluxes, and acidification in the Southern Ocean: results from a time-series analysis at station OISO-KERFIX (51° S–68° E) N. Metzl et al. 10.5194/os-20-725-2024
15. An improved long-term high-resolution surface pCO2 data product for the Indian Ocean using machine learning P. Ghoshal et al. 10.1038/s41597-025-04914-z
16. High Resolution Estimation of Ocean Dissolved Inorganic Carbon, Total Alkalinity and pH Based on Deep Learning C. Galdies & R. Guerra 10.3390/w15081454
17. 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
18. 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
19. Four Decades of Trends and Drivers of Global Surface Ocean Acidification D. Ma et al. 10.1029/2023GB007765
20. A Beacon in the Dark: Grey Literature Data Mining and Machine Learning Enlightening Historical Plankton Seasonality Dynamics in the Ligurian Sea A. Guzzi et al. 10.3390/d16030189
21. Ocean biogeochemistry in the coupled ocean–sea ice–biogeochemistry model FESOM2.1–REcoM3 Ö. Gürses et al. 10.5194/gmd-16-4883-2023
22. Spatiotemporal weighted neural network reveals surface seawater pCO2 distributions and underlying environmental mechanisms in the North Pacific Ocean Y. Liu et al. 10.1016/j.jag.2024.104120
23. Sparse observations induce large biases in estimates of the global ocean CO 2 sink: an ocean model subsampling experiment J. Hauck et al. 10.1098/rsta.2022.0063
24. Optimization of the World Ocean Model of Biogeochemistry and Trophic dynamics (WOMBAT) using surrogate machine learning methods P. Buchanan et al. 10.5194/bg-22-5349-2025
25. Accelerated Ocean acidification (1985–2022) threatens tropical coral reefs and highlights biogeochemical refugia for marine conservation S. Hsiao et al. 10.1016/j.seares.2025.102612
26. A Synthesis of Global Coastal Ocean Greenhouse Gas Fluxes L. Resplandy et al. 10.1029/2023GB007803
27. Oceanic uptake of CO 2 enhanced by mesoscale eddies X. Li et al. 10.1126/sciadv.adt4195
28. Sailing through the southern seas of air–sea CO 2 flux uncertainty P. Landschützer et al. 10.1098/rsta.2022.0064
29. Seasonal trends in Subantarctic plankton δ13C and δ15N are driven by phytoplankton dynamics and nutrient preference L. Stirnimann et al. 10.1002/lno.12685
30. Observation-constrained estimates of the global ocean carbon sink from Earth system models J. Terhaar et al. 10.5194/bg-19-4431-2022
31. Retrieving bbp and POC from CALIOP: A deep neural network approach Z. Zhang et al. 10.1016/j.rse.2023.113482
32. Carbon Stock and CO2 Fluxes in Various Land Covers in Karang Gading and Langkat Timur Laut Wildlife Reserve, North Sumatra, Indonesia M. Harahap et al. 10.3390/su152115196
33. Summer trends and drivers of sea surface fCO2 and pH changes observed in the southern Indian Ocean over the last two decades (1998–2019) C. Leseurre et al. 10.5194/bg-19-2599-2022
34. The increasing big gap of carbon sink between the western and eastern Pacific in the last three decades G. Zhong et al. 10.3389/fmars.2022.1088181
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. Combining deep learning with physical parameters in POC and PIC inversion from spaceborne lidar CALIOP Z. Zhang et al. 10.1016/j.isprsjprs.2024.05.007
37. Impact of Surface Ocean CO2 Atlas (SOCAT) observing network extensions on the quantification of global air-sea CO2 fluxes T. Chau et al. 10.1016/j.scitotenv.2025.180265
38. Exploration of shallow-marine carbonate micritization styles: Arabian Plate coasts (Red Sea, Arabian Sea, and Arabian Gulf) T. Teillet et al. 10.2110/jsr.2024.076
39. Air‐Sea Fluxes of CO2 in the Indian Ocean Between 1985 and 2018: A Synthesis Based on Observation‐Based Surface CO2, Hindcast and Atmospheric Inversion Models V. Sarma et al. 10.1029/2023GB007694
40. Research ReportDiurnal global ocean surface pCO2 and air–sea CO2 flux reconstructed from spaceborne LiDAR data S. Zhang et al. 10.1093/pnasnexus/pgad432
41. National CO2 budgets (2015–2020) inferred from atmospheric CO2 observations in support of the global stocktake B. Byrne et al. 10.5194/essd-15-963-2023
42. A Review of Machine Learning Applications in Ocean Color Remote Sensing Z. Zhang et al. 10.3390/rs17101776
43. Long-term trends of pH and inorganic carbon in the Eastern North Atlantic: the ESTOC site M. González-Dávila & J. Santana-Casiano 10.3389/fmars.2023.1236214
44. Enhancement of carbon sink in the main marginal sea ice zone by cold season Arctic cyclones Y. Liu et al. 10.1016/j.scitotenv.2024.170637
45. Microplastic hotspots mapped across the Southern Ocean reveal areas of potential ecological impact A. Hunter et al. 10.1038/s41598-024-79816-y
46. Research on Atlantic surface pCO2 reconstruction based on machine learning J. Liu et al. 10.1016/j.ecoinf.2025.103094
47. Observed amplification of the seasonal CO2 cycle at the Southern Ocean Time Series E. Shadwick et al. 10.3389/fmars.2023.1281854
48. Global Carbon Budget 2023 P. Friedlingstein et al. 10.5194/essd-15-5301-2023
49. Global Carbon Budget 2022 P. Friedlingstein et al. 10.5194/essd-14-4811-2022
50. Multiscale Temporal Variability of the Global Air‐Sea CO2 Flux Anomaly Y. Gu et al. 10.1029/2022JG006934
51. Large spread in interannual variance of atmospheric CO2 concentration across CMIP6 Earth System Models V. Martín-Gómez et al. 10.1038/s41612-023-00532-x
52. Scaling and intermittent properties of oceanic and atmospheric pCO2 time series and their difference in a turbulence framework K. Robache et al. 10.5194/npg-32-35-2025
53. Primary characterization of pCO2 in the three bays of Algiers coast M. Zerrouki et al. 10.1016/j.rsma.2025.104248
54. CMEMS-LSCE: a global, 0.25°, monthly reconstruction of the surface ocean carbonate system T. Chau et al. 10.5194/essd-16-121-2024
55. Global ocean surface pCO2 retrieval and the influence of mesoscale eddies on its performance Y. Wang et al. 10.1016/j.scitotenv.2025.179856
56. Magnitude, Trends, and Variability of the Global Ocean Carbon Sink From 1985 to 2018 T. DeVries et al. 10.1029/2023GB007780
57. 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
58. Seasonality of pCO2 and air-sea CO2 fluxes in the Central Labrador Sea R. Arruda et al. 10.3389/fmars.2024.1472697
59. AIGD-PFT: the first AI-driven global daily gap-free 4 km phytoplankton functional type data product from 1998 to 2023 Y. Zhang et al. 10.5194/essd-16-4793-2024
60. Sea-surface pCO2 maps for the Bay of Bengal based on advanced machine learning algorithms A. Joshi et al. 10.1038/s41597-024-03236-w
61. The Southern Ocean carbon sink has been overestimated in the past three decades G. Zhong et al. 10.1038/s43247-024-01566-6
62. Effect of thermal and non-thermal processes on the variability of ocean surface pCO2 and buffering capacity in the north Indian Ocean R. Peter et al. 10.1016/j.pocean.2025.103442
63. 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
64. Mechanisms and drivers controlling spatio-temporal evolution of pCO2 and air-sea CO2 fluxes in the southern Java coastal upwelling system K. Chakraborty et al. 10.1016/j.ecss.2023.108509
65. 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
66. The increasing importance of satellite observations to assess the ocean carbon sink and ocean acidification J. Shutler et al. 10.1016/j.earscirev.2024.104682
67. A monthly surface pCO2 product for the California Current Large Marine Ecosystem J. Sharp et al. 10.5194/essd-14-2081-2022
68. Nurturing environmental awareness: how high school students in Johannesburg are shaping a greener future S. Parayiwa & N. Shabalala 10.14324/IJDEGL.17.1.02
69. Carbon Air–Sea Flux in the Arctic Ocean from CALIPSO from 2007 to 2020 S. Zhang et al. 10.3390/rs14246196
70. Antarctic krill habitat suitability changes: Historical trends and future projections under climate scenarios M. Cui et al. 10.1016/j.marpolbul.2025.118142
71. Composite model-based estimate of the ocean carbon sink from 1959 to 2022 J. Terhaar 10.5194/bg-22-1631-2025
72. Long-term trends and anthropogenic forcing of surface ocean carbon storage and acidification W. Chen 10.1016/j.marenvres.2025.107606
73. Multidecadal Morphodynamic evolution of shorelines and coral reefs along the Arabian Sea Coast of Oman: Bar Al Hikman Peninsula T. Teillet et al. 10.1007/s11852-024-01087-6
74. The Southern Ocean Carbon Cycle 1985–2018: Mean, Seasonal Cycle, Trends, and Storage J. Hauck et al. 10.1029/2023GB007848
75. 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
76. Global Carbon Budget 2021 P. Friedlingstein et al. 10.5194/essd-14-1917-2022
77. A global monthly 3D field of seawater pH over 3 decades: a machine learning approach G. Zhong et al. 10.5194/essd-17-719-2025
78. An Assessment of CO2 Uptake in the Arctic Ocean From 1985 to 2018 S. Yasunaka et al. 10.1029/2023GB007806
79. 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