104 citations as recorded by crossref.

1. Satellite-derived CO2 flux in the surface seawater of the Austral Ocean south of Australia M. Benallal et al. 10.1080/01431161.2017.1286054
2. Contrasting Impact of Future CO2Emission Scenarios on the Extent of CaCO3Mineral Undersaturation in the Humboldt Current System A. Franco et al. 10.1002/2018JC013857
3. A multi-decade record of high-quality <i>f</i>CO<sub>2</sub> data in version 3 of the Surface Ocean CO<sub>2</sub> Atlas (SOCAT) D. Bakker et al. 10.5194/essd-8-383-2016
4. Sea-ice derived meltwater stratification slows the biological carbon pump: results from continuous observations W. von Appen et al. 10.1038/s41467-021-26943-z
5. Strengthening seasonal marine CO2 variations due to increasing atmospheric CO2 P. Landschützer et al. 10.1038/s41558-017-0057-x
6. Assessment of the Carbonate Chemistry Seasonal Cycles in the Southern Ocean From Persistent Observational Platforms N. Williams et al. 10.1029/2017JC012917
7. Time of Emergence of Surface Ocean Carbon Dioxide Trends in the North American Coastal Margins in Support of Ocean Acidification Observing System Design D. Turk et al. 10.3389/fmars.2019.00091
8. Regional Wind Variability Modulates the Southern Ocean Carbon Sink L. Keppler & P. Landschützer 10.1038/s41598-019-43826-y
9. The Southern Ocean as a constraint to reduce uncertainty in future ocean carbon sinks A. Kessler & J. Tjiputra 10.5194/esd-7-295-2016
10. Reassessing Southern Ocean Air‐Sea CO 2 Flux Estimates With the Addition of Biogeochemical Float Observations S. Bushinsky et al. 10.1029/2019GB006176
11. Remote sensing the sea surface CO<sub>2</sub> of the Baltic Sea using the SOMLO methodology G. Parard et al. 10.5194/bg-12-3369-2015
12. Narrowing the spread in CMIP5 model projections of air-sea CO2 fluxes L. Wang et al. 10.1038/srep37548
13. Reconciling Observation and Model Trends in North Atlantic Surface CO 2 A. Lebehot et al. 10.1029/2019GB006186
14. Carbon Sinks and Variations of pCO2 in the Southern Ocean From 1998 to 2018 Based on a Deep Learning Approach Y. Wang et al. 10.1109/JSTARS.2021.3066552
15. Comprehensive survey of deep learning in remote sensing: theories, tools, and challenges for the community J. Ball et al. 10.1117/1.JRS.11.042609
16. The reinvigoration of the Southern Ocean carbon sink P. Landschützer et al. 10.1126/science.aab2620
17. Global high-resolution monthly <i>p</i>CO<sub>2</sub> climatology for the coastal ocean derived from neural network interpolation G. Laruelle et al. 10.5194/bg-14-4545-2017
18. Using satellite data to estimate partial pressure of CO2in the Baltic Sea G. Parard et al. 10.1002/2015JG003064
19. Audit of the global carbon budget: estimate errors and their impact on uptake uncertainty A. Ballantyne et al. 10.5194/bg-12-2565-2015
20. Observing Changes in Ocean Carbonate Chemistry: Our Autonomous Future S. Bushinsky et al. 10.1007/s40641-019-00129-8
21. A Surface Ocean CO2 Reference Network, SOCONET and Associated Marine Boundary Layer CO2 Measurements R. Wanninkhof et al. 10.3389/fmars.2019.00400
22. The ECCO‐Darwin Data‐Assimilative Global Ocean Biogeochemistry Model: Estimates of Seasonal to Multidecadal Surface Ocean p CO 2 and Air‐Sea CO 2 Flux D. Carroll et al. 10.1029/2019MS001888
23. Sea-air carbon dioxide fluxes along 35°S in the South Atlantic Ocean J. Lencina-Avila et al. 10.1016/j.dsr.2016.06.004
24. Long-term trends in surface ocean pH in the North Atlantic S. Lauvset & N. Gruber 10.1016/j.marchem.2014.03.009
25. The Weddell Gyre, Southern Ocean: Present Knowledge and Future Challenges M. Vernet et al. 10.1029/2018RG000604
26. The Variable Southern Ocean Carbon Sink N. Gruber et al. 10.1146/annurev-marine-121916-063407
27. Seasonal Carbon Dynamics in the Near‐Global Ocean L. Keppler et al. 10.1029/2020GB006571
28. Impact of physical and biological processes on temporal variations of the ocean carbon sink in the mid-latitude North Atlantic (2002–2016) V. Macovei et al. 10.1016/j.pocean.2019.102223
29. The OceanFlux Greenhouse Gases methodology for deriving a sea surface climatology of CO<sub>2</sub> fugacity in support of air–sea gas flux studies L. Goddijn-Murphy et al. 10.5194/os-11-519-2015
30. Remote Sensing Supported Sea Surface pCO2 Estimation and Variable Analysis in the Baltic Sea S. Zhang et al. 10.3390/rs13020259
31. Natural Variability and Anthropogenic Trends in the Ocean Carbon Sink G. McKinley et al. 10.1146/annurev-marine-010816-060529
32. Carbon dynamics of the Weddell Gyre, Southern Ocean P. Brown et al. 10.1002/2014GB005006
33. Strong Southern Ocean carbon uptake evident in airborne observations M. Long et al. 10.1126/science.abi4355
34. On the role of climate modes in modulating the air–sea CO<sub>2</sub> fluxes in eastern boundary upwelling systems R. Brady et al. 10.5194/bg-16-329-2019
35. Winter Air‐Sea CO 2 Fluxes Constructed From Summer Observations of the Polar Southern Ocean Suggest Weak Outgassing N. Mackay & A. Watson 10.1029/2020JC016600
36. Arctic Ocean CO<sub>2</sub> uptake: an improved multiyear estimate of the air–sea CO<sub>2</sub> flux incorporating chlorophyll <i>a</i> concentrations S. Yasunaka et al. 10.5194/bg-15-1643-2018
37. Technical note: Evaluation of three machine learning models for surface ocean CO<sub>2</sub> mapping J. Zeng et al. 10.5194/os-13-303-2017
38. A new statistical approach for interpreting oceanic fCO2 data H. Wang et al. 10.1016/j.marchem.2016.05.007
39. A seamless ensemble-based reconstruction of surface ocean <i>p</i>CO<sub>2</sub> and air–sea CO<sub>2</sub> fluxes over the global coastal and open oceans T. Chau et al. 10.5194/bg-19-1087-2022
40. The Changing CO 2 Sink in the Western Arctic Ocean From 1994 to 2019 Z. Ouyang et al. 10.1029/2021GB007032
41. Trends and drivers in global surface ocean pH over the past 3 decades S. Lauvset et al. 10.5194/bg-12-1285-2015
42. Uncertainty in the global oceanic CO<sub>2</sub> uptake induced by wind forcing: quantification and spatial analysis A. Roobaert et al. 10.5194/bg-15-1701-2018
43. A machine-learning approach to modeling picophytoplankton abundances in the South China Sea B. Chen et al. 10.1016/j.pocean.2020.102456
44. Leveraging Modern Artificial Intelligence for Remote Sensing and NWP: Benefits and Challenges S. Boukabara et al. 10.1175/BAMS-D-18-0324.1
45. The eMLR(C*) Method to Determine Decadal Changes in the Global Ocean Storage of Anthropogenic CO 2 D. Clement & N. Gruber 10.1002/2017GB005819
46. Seasonal to decadal spatiotemporal variations of the global ocean carbon sink M. Zhang et al. 10.1111/gcb.16031
47. Interannual sea–air CO<sub>2</sub> flux variability from an observation-driven ocean mixed-layer scheme C. Rödenbeck et al. 10.5194/bg-11-4599-2014
48. Ocean carbonate system variability in the North Atlantic Subpolar surface water (1993–2017) C. Leseurre et al. 10.5194/bg-17-2553-2020
49. The Spatiotemporal Dynamics of the Sources and Sinks of CO 2 in the Global Coastal Ocean A. Roobaert et al. 10.1029/2019GB006239
50. LSCE-FFNN-v1: a two-step neural network model for the reconstruction of surface ocean <i>p</i>CO<sub>2</sub> over the global ocean A. Denvil-Sommer et al. 10.5194/gmd-12-2091-2019
51. Spatiotemporal variation in summer net community production in the Amundsen Sea Polynya: A self-organizing map analysis approach K. Park et al. 10.1016/j.csr.2019.07.001
52. At‐sea intercomparison of three underway p CO 2 systems R. Arruda et al. 10.1002/lom3.10346
53. Sea Ice Suppression of CO 2 Outgassing in the West Antarctic Peninsula: Implications For The Evolving Southern Ocean Carbon Sink E. Shadwick et al. 10.1029/2020GL091835
54. The northern European shelf as an increasing net sink for CO<sub>2</sub> M. Becker et al. 10.5194/bg-18-1127-2021
55. Building the capacity for forecasting marine biogeochemistry and ecosystems: recent advances and future developments M. Gehlen et al. 10.1080/1755876X.2015.1022350
56. Space-Time Sea Surface pCO2 Estimation in the North Atlantic Based on CatBoost H. Sun et al. 10.3390/rs13142805
57. Derivation of seawater <i>p</i>CO<sub>2</sub> from net community production identifies the South Atlantic Ocean as a CO<sub>2</sub> source D. Ford et al. 10.5194/bg-19-93-2022
58. Sea Surface pCO₂ and Its Variability in the Ulleung Basin, East Sea Constrained by a Neural Network Model S. PARK et al. 10.7850/jkso.2016.21.1.1
59. Satellite-derived CO2fugacity in surface seawater of the tropical Atlantic Ocean using a feedforward neural network H. Moussa et al. 10.1080/01431161.2015.1131872
60. A uniform <i>p</i>CO<sub>2</sub> climatology combining open and coastal oceans P. Landschützer et al. 10.5194/essd-12-2537-2020
61. Global Carbon Budget 2020 P. Friedlingstein et al. 10.5194/essd-12-3269-2020
62. Spatiotemporal patterns of the fossil-fuel CO<sub>2</sub> signal in central Europe: results from a high-resolution atmospheric transport model Y. Liu et al. 10.5194/acp-17-14145-2017
63. Dissolved inorganic carbon budgets in the eastern subpolar North Atlantic in the 2000s from in situ data P. Zunino et al. 10.1002/2015GL066243
64. A machine learning approach to estimate surface ocean pCO2 from satellite measurements S. Chen et al. 10.1016/j.rse.2019.04.019
65. Quantifying the Atmospheric CO2 Forcing Effect on Surface Ocean pCO2 in the North Pacific Subtropical Gyre in the Past Two Decades S. Chen et al. 10.3389/fmars.2021.636881
66. Circulation-driven variability of Atlantic anthropogenic carbon transports and uptake P. Brown et al. 10.1038/s41561-021-00774-5
67. Decadal variations and trends of the global ocean carbon sink P. Landschützer et al. 10.1002/2015GB005359
68. An update to the Surface Ocean CO<sub>2</sub> Atlas (SOCAT version 2) D. Bakker et al. 10.5194/essd-6-69-2014
69. Reconstruction of global surface ocean <i>p</i>CO<sub>2</sub> using region-specific predictors based on a stepwise FFNN regression algorithm G. Zhong et al. 10.5194/bg-19-845-2022
70. Wintertime f CO 2 Variability in the Subpolar North Atlantic Since 2004 F. Fröb et al. 10.1029/2018GL080554
71. Impacts of data assimilation on the global ocean carbonate system L. Visinelli et al. 10.1016/j.jmarsys.2016.02.011
72. Effect of gas-transfer velocity parameterization choice on air–sea CO<sub>2</sub> fluxes in the North Atlantic Ocean and the European Arctic I. Wrobel & J. Piskozub 10.5194/os-12-1091-2016
73. Collapse of the tropical and subtropical North Atlantic CO2 sink in boreal spring of 2010 J. Ibánhez et al. 10.1038/srep41694
74. Revised estimates of ocean-atmosphere CO2 flux are consistent with ocean carbon inventory A. Watson et al. 10.1038/s41467-020-18203-3
75. Natural variability of CO2and O2fluxes: What can we learn from centuries-long climate models simulations? L. Resplandy et al. 10.1002/2014JC010463
76. Long-Term Trends in Estuarine Carbonate Chemistry in the Northwestern Gulf of Mexico M. McCutcheon & X. Hu 10.3389/fmars.2022.793065
77. Estimation of Fugacity of Carbon Dioxide in the East Sea Using In Situ Measurements and Geostationary Ocean Color Imager Satellite Data E. Jang et al. 10.3390/rs9080821
78. Variability of North Atlantic CO<sub>2</sub> fluxes for the 2000–2017 period estimated from atmospheric inverse analyses Z. Chen et al. 10.5194/bg-18-4549-2021
79. Detecting Regional Modes of Variability in Observation‐Based Surface Ocean p CO 2 P. Landschützer et al. 10.1029/2018GL081756
80. Skillful multiyear predictions of ocean acidification in the California Current System R. Brady et al. 10.1038/s41467-020-15722-x
81. Observation system simulation experiments in the Atlantic Ocean for enhanced surface ocean <i>p</i>CO<sub>2</sub> reconstructions A. Denvil-Sommer et al. 10.5194/os-17-1011-2021
82. Biological production in the Indian Ocean upwelling zones - Part 2: Data based estimates of variable compensation depth for ocean carbon models via cyclo-stationary Bayesian Inversion. M. Sreeush et al. 10.1016/j.dsr2.2019.07.007
83. The seasonal cycle of <i>p</i>CO<sub>2</sub> and CO<sub>2</sub> fluxes in the Southern Ocean: diagnosing anomalies in CMIP5 Earth system models N. Mongwe et al. 10.5194/bg-15-2851-2018
84. An Initial Field Intelligent Correcting Algorithm for Numerical Forecasting Based on Artificial Neural Networks under the Conditions of Limited Observations: Part I—Focusing on Ocean Temperature K. Mao et al. 10.3390/jmse10030311
85. Deep learning and process understanding for data-driven Earth system science M. Reichstein et al. 10.1038/s41586-019-0912-1
86. 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
87. Drivers of Air‐Sea CO 2 Flux Seasonality and its Long‐Term Changes in the NASA‐GISS Model CMIP6 Submission P. Lerner et al. 10.1029/2019MS002028
88. Deep neural networks for global wildfire susceptibility modelling G. Zhang et al. 10.1016/j.ecolind.2021.107735
89. Quantifying Errors in Observationally Based Estimates of Ocean Carbon Sink Variability L. Gloege et al. 10.1029/2020GB006788
90. A global monthly climatology of total alkalinity: a neural network approach D. Broullón et al. 10.5194/essd-11-1109-2019
91. The Ocean Carbon States Database: a proof-of-concept application of cluster analysis in the ocean carbon cycle R. Latto & A. Romanou 10.5194/essd-10-609-2018
92. 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
93. Multi-faceted particle pumps drive carbon sequestration in the ocean P. Boyd et al. 10.1038/s41586-019-1098-2
94. Subsurface temperature estimation from remote sensing data using a clustering-neural network method W. Lu et al. 10.1016/j.rse.2019.04.009
95. Enhancement of the North Atlantic CO<sub>2</sub> sink by Arctic Waters J. Olafsson et al. 10.5194/bg-18-1689-2021
96. Data-based estimates of the ocean carbon sink variability – first results of the Surface Ocean <i>p</i>CO<sub>2</sub> Mapping intercomparison (SOCOM) C. Rödenbeck et al. 10.5194/bg-12-7251-2015
97. Observation‐Based Trends of the Southern Ocean Carbon Sink R. Ritter et al. 10.1002/2017GL074837
98. High Spatial-Resolution Red Tide Detection in the Southern Coast of Korea Using U-Net from PlanetScope Imagery J. Shin et al. 10.3390/s21134447
99. Machine Learning‐Based Model for Real‐Time GNSS Precipitable Water Vapor Sensing Y. Zheng et al. 10.1029/2021GL096408
100. Estimates of Water-Column Nutrient Concentrations and Carbonate System Parameters in the Global Ocean: A Novel Approach Based on Neural Networks R. Sauzède et al. 10.3389/fmars.2017.00128
101. Influences of the NAO on the North Atlantic CO2 Fluxes in Winter and Summer on the Interannual Scale Y. Jing et al. 10.1007/s00376-019-8247-2
102. Autonomous Wintertime Observations of Air‐Sea Exchange in the Gulf Stream Reveal a Perfect Storm for Ocean CO 2 Uptake S. Nickford et al. 10.1029/2021GL096805
103. A Global Surface Ocean fCO2 Climatology Based on a Feed-Forward Neural Network J. Zeng et al. 10.1175/JTECH-D-13-00137.1
104. Hierarchical and dynamic seascapes: A quantitative framework for scaling pelagic biogeochemistry and ecology M. Kavanaugh et al. 10.1016/j.pocean.2013.10.013