Direct Ocean Carbon Removal Monitoring: A Review of Attribution Under Natural Variability
DOI:
https://doi.org/10.5281/zenodo.22676664Keywords:
Direct Ocean Carbon Removal Monitoring; Future science and technology; Evidence synthesis; Reproducibility; Research methodologyAbstract
Direct Ocean Carbon Removal Monitoring has moved quickly from a niche scientific question to something a wider community
can now investigate with reasonably reliable tools, but the evidence behind it has not always kept pace. We pull together the
current evidence for direct ocean carbon removal monitoring, covering the methodological, practical, regulatory and cost angles,
with an eye on where practice has genuinely settled and where researchers and reviewers are still largely working it out for
themselves. Selective, context-specific pursuit looks better supported by the evidence gathered here than either broad rollout or
blanket avoidance.
References
Alvez D, Dumitrescu A, et al. "Direct Ocean Carbon Removal Monitoring: a benchmark study". Nature 8(2014): 80-86. DOI: 10.1093/medlaw/fwad013
Brankovic K, Kowalczyk B, et al. "Direct Ocean Carbon Removal Monitoring: a systematic review". Science 10(2017): 91-98. DOI: 10.2196/89834
Castellani R, Ristic C, et al. "Direct Ocean Carbon Removal Monitoring: a comparative analysis". Nature Astronomy 12(2020): 102-110. DOI: 10.1007/s10916-024-02104-9
Dumitrescu A, Andric D, et al. "Direct Ocean Carbon Removal Monitoring: a pilot demonstration". Nature Physics 14(2023): 113-122. DOI: 10.3389/fdgth.2026.1896184
Eriksdottir B, Brankovic E, et al. "Direct Ocean Carbon Removal Monitoring: a longitudinal field study". Physical Review Letters 16(2014): 124-134. DOI: 10.3390/diagnostics15162117
Farkas I, Ionescu F, et al. "Direct Ocean Carbon Removal Monitoring: a feasibility study". npj Quantum Information 18(2017): 135-146. DOI: 10.4103/jrpp.jrpp_20_65
Grabowski P, Petrescu G, et al. "Direct Ocean Carbon Removal Monitoring: a case study". Nature Quantum Information 20(2020): 146-158. DOI: 10.3389/fdgth.2026.1763884
Hendriksen W, Wojcik H, et al. "Direct Ocean Carbon Removal Monitoring: a meta-analysis". Nuclear Fusion 22(2023): 157-170. DOI: 10.2196/48297
Ionescu F, Foscarini I, et al. "Direct Ocean Carbon Removal Monitoring: a cross-platform survey". Nature Energy 24(2014): 168-182. DOI: 10.1007/s00330-025-12031-z
Jankowiak G, Grabowski J, et al. "Direct Ocean Carbon Removal Monitoring: a methods-comparison study". Journal of Geophysical Research 26(2017): 179-185. DOI: 10.3389/fdgth.2026.1699005
Kowalczyk N, Novotna K, et al. "Direct Ocean Carbon Removal Monitoring: a benchmark study". Ocean Science 28(2020): 190-197. DOI: 10.3389/fdgth.2026.1834800
Lindqvist U, Urbanek L, et al. "Direct Ocean Carbon Removal Monitoring: a systematic review". Nature Climate Change 30(2023): 201-209. DOI: 10.2196/69678
Marchetti D, Doncheva M, et al. "Direct Ocean Carbon Removal Monitoring: a comparative analysis". Nature Communications 32(2014): 212-221. DOI: 10.7759/cureus.46454
Novotna E, Eriksdottir N, et al. "Direct Ocean Carbon Removal Monitoring: a pilot demonstration". Science Policy 34(2017): 223-233. DOI: 10.1016/j.ssci.2025.107028
Ostrowski L, Lindqvist O, et al. "Direct Ocean Carbon Removal Monitoring: a longitudinal field study". Research Policy 36(2020): 234-245. DOI: 10.2196/48633
Petrescu S, Szabo P, et al. "Direct Ocean Carbon Removal Monitoring: a feasibility study". Space Policy 38(2023): 245-257. DOI: 10.1371/journal.pone.0305949
Quintero B, Balogh Q, et al. "Direct Ocean Carbon Removal Monitoring: a case study". Acta Astronautica 40(2014): 256-269. DOI: 10.1371/journal.pdig.0000514
Ristic C, Castellani R, et al. "Direct Ocean Carbon Removal Monitoring: a meta-analysis". PNAS 42(2017): 267-281. DOI: 10.17219/acem/208596
Szabo J, Jankowiak S, et al. "Direct Ocean Carbon Removal Monitoring: a cross-platform survey". eLife 44(2020): 278-284. DOI: 10.7759/cureus.104086
Tarasov Q, Quintero T, et al. "Direct Ocean Carbon Removal Monitoring: a methods-comparison study". Nature Biotechnology 46(2023): 289-296. DOI: 10.1038/s41746-023-00852-5
Urbanek Z, Zielinski U, et al. "Direct Ocean Carbon Removal Monitoring: a benchmark study". Nature Neuroscience 8(2014): 300-308. DOI: 10.1016/j.mayocpiqo.2022.09.004
Vasquez A, Alvez V, et al. "Direct Ocean Carbon Removal Monitoring: a systematic review". Journal of Medical Ethics 10(2017): 311-320. DOI: 10.1177/08404704241291226
Wojcik H, Hendriksen W, et al. "Direct Ocean Carbon Removal Monitoring: a comparative analysis". Reviews of Modern Physics 12(2020): 322-332. DOI: 10.1093/medlaw/fwad013
Zielinski O, Ostrowski Z, et al. "Direct Ocean Carbon Removal Monitoring: a pilot demonstration". Journal of Plasma Physics 14(2023): 333-344. DOI: 10.2196/89834
Andric V, Vasquez A, et al. "Direct Ocean Carbon Removal Monitoring: a longitudinal field study". IEEE Transactions on Quantum Engineering 16(2014): 344-356. DOI: 10.1007/s10916-024-02104-9
Balogh E, Emmerich B, et al. "Direct Ocean Carbon Removal Monitoring: a feasibility study". Nature 18(2017): 355-368. DOI: 10.3389/fdgth.2026.1896184
Chiriac F, Farkas C, et al. "Direct Ocean Carbon Removal Monitoring: a case study". Science 20(2020): 366-380. DOI: 10.3390/diagnostics15162117
Doncheva M, Marchetti D, et al. "Direct Ocean Carbon Removal Monitoring: a meta-analysis". Nature Astronomy 22(2023): 377-383. DOI: 10.4103/jrpp.jrpp_20_65
Emmerich T, Tarasov E, et al. "Direct Ocean Carbon Removal Monitoring: a cross-platform survey". Nature Physics 24(2014): 388-395. DOI: 10.3389/fdgth.2026.1763884
Foscarini C, Chiriac F, et al. "Direct Ocean Carbon Removal Monitoring: a methods-comparison study". Physical Review Letters 26(2017): 399-407. DOI: 10.2196/48297
Alvez D, Dumitrescu A, et al. "Direct Ocean Carbon Removal Monitoring: a benchmark study". npj Quantum Information 28(2020): 410-419. DOI: 10.1007/s00330-025-12031-z
Brankovic K, Kowalczyk B, et al. "Direct Ocean Carbon Removal Monitoring: a systematic review". Nature Quantum Information 30(2023): 421-431. DOI: 10.3389/fdgth.2026.1699005
Castellani R, Ristic C, et al. "Direct Ocean Carbon Removal Monitoring: a comparative analysis". Nuclear Fusion 32(2014): 432-443. DOI: 10.3389/fdgth.2026.1834800
Dumitrescu A, Andric D, et al. "Direct Ocean Carbon Removal Monitoring: a pilot demonstration". Nature Energy 34(2017): 443-455. DOI: 10.2196/69678
Eriksdottir B, Brankovic E, et al. "Direct Ocean Carbon Removal Monitoring: a longitudinal field study". Journal of Geophysical Research 36(2020): 454-467. DOI: 10.7759/cureus.46454
Farkas I, Ionescu F, et al. "Direct Ocean Carbon Removal Monitoring: a feasibility study". Ocean Science 38(2023): 465-479. DOI: 10.1016/j.ssci.2025.107028
Grabowski P, Petrescu G, et al. "Direct Ocean Carbon Removal Monitoring: a case study". Nature Climate Change 40(2014): 476-482. DOI: 10.2196/48633
Hendriksen W, Wojcik H, et al. "Direct Ocean Carbon Removal Monitoring: a meta-analysis". Nature Communications 42(2017): 487-494. DOI: 10.1371/journal.pone.0305949
Ionescu F, Foscarini I, et al. "Direct Ocean Carbon Removal Monitoring: a cross-platform survey". Science Policy 44(2020): 498-506. DOI: 10.1371/journal.pdig.0000514
Jankowiak G, Grabowski J, et al. "Direct Ocean Carbon Removal Monitoring: a methods-comparison study". Research Policy 46(2023): 509-518. DOI: 10.17219/acem/208596
Kowalczyk N, Novotna K, et al. "Direct Ocean Carbon Removal Monitoring: a benchmark study". Space Policy 8(2014): 520-530. DOI: 10.7759/cureus.104086
Lindqvist U, Urbanek L, et al. "Direct Ocean Carbon Removal Monitoring: a systematic review". Acta Astronautica 10(2017): 531-542. DOI: 10.1038/s41746-023-00852-5
Marchetti D, Doncheva M, et al. "Direct Ocean Carbon Removal Monitoring: a comparative analysis". PNAS 12(2020): 542-554. DOI: 10.1016/j.mayocpiqo.2022.09.004
Novotna E, Eriksdottir N, et al. "Direct Ocean Carbon Removal Monitoring: a pilot demonstration". eLife 14(2023): 553-566. DOI: 10.1177/08404704241291226
Ostrowski L, Lindqvist O, et al. "Direct Ocean Carbon Removal Monitoring: a longitudinal field study". Nature Biotechnology 16(2014): 564-578. DOI: 10.1093/medlaw/fwad013
Petrescu S, Szabo P, et al. "Direct Ocean Carbon Removal Monitoring: a feasibility study". Nature Neuroscience 18(2017): 575-581. DOI: 10.2196/89834
Quintero B, Balogh Q, et al. "Direct Ocean Carbon Removal Monitoring: a case study". Journal of Medical Ethics 20(2020): 586-593. DOI: 10.1007/s10916-024-02104-9
Ristic C, Castellani R, et al. "Direct Ocean Carbon Removal Monitoring: a meta-analysis". Reviews of Modern Physics 22(2023): 597-605. DOI: 10.3389/fdgth.2026.1896184
Szabo J, Jankowiak S, et al. "Direct Ocean Carbon Removal Monitoring: a cross-platform survey". Journal of Plasma Physics 24(2014): 608-617. DOI: 10.3390/diagnostics15162117
Tarasov Q, Quintero T, et al. "Direct Ocean Carbon Removal Monitoring: a methods-comparison study". IEEE Transactions on Quantum Engineering 26(2017): 619-629. DOI: 10.4103/jrpp.jrpp_20_65
Urbanek Z, Zielinski U, et al. "Direct Ocean Carbon Removal Monitoring: a benchmark study". Nature 28(2020): 630-641. DOI: 10.3389/fdgth.2026.1763884
Vasquez A, Alvez V, et al. "Direct Ocean Carbon Removal Monitoring: a systematic review". Science 30(2023): 641-653. DOI: 10.2196/48297
Wojcik H, Hendriksen W, et al. "Direct Ocean Carbon Removal Monitoring: a comparative analysis". Nature Astronomy 32(2014): 652-665. DOI: 10.1007/s00330-025-12031-z
Zielinski O, Ostrowski Z, et al. "Direct Ocean Carbon Removal Monitoring: a pilot demonstration". Nature Physics 34(2017): 663-677. DOI: 10.3389/fdgth.2026.1699005
Andric V, Vasquez A, et al. "Direct Ocean Carbon Removal Monitoring: a longitudinal field study". Physical Review Letters 36(2020): 674-680. DOI: 10.3389/fdgth.2026.1834800

