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Record W4409466093 · doi:10.1029/2024ef004902

Exploring Site‐Specific Carbon Dioxide Removal Options With Storage or Sequestration in the Marine Environment – The 10 Mt CO <sub>2</sub> yr <sup>−1</sup> Removal Challenge for Germany

2025· article· en· W4409466093 on OpenAlexaff
Wanxuan Yao, Teresa Morganti, Jiaping Wu, Malgorzata Borchers, Amy J. Anschutz, Lena-Katharina Bednarz, K. A. Bhaumik, Michael E. Böttcher, Kremena Burkhard, Tony Cabus, A. S. Chua, Isabel Diercks, Mario Espósito, Michael Fink, M. Fouqueray, Firdovsi Gasanzade, Sonja Geilert, Judith Hauck, Felix Havermann, Inga Hellige, Sven Hoog, Malte Jürchott, H. T. Kalapurakkal, Jasmin Kemper, Isabel Kremin, Isabel Lange, Jannine M. Lencina‐Avila, Margarita Liadova, Feifei Liu, Sabine Mathesius, Neha Mehendale, Tanvi Nagwekar, Miriam Philippi, Gustavo Leite Neves da Luz, Murugan Ramasamy, Fredrik Ståhl, Lukas Tank, Maria-Elena Vorrath, Lennart Westmark, Hao‐Wei Wey, Ronja Wollnik, Mirco Wölfelschneider, Wolfgang Bach, Kai Bischof, Maarten Boersma, Ute Daewel, Mar Fernández‐Méndez, Jana K. Geuer, David P. Keller, Achim Kopf, Christine Merk, Nils Moosdorf, Natascha Oppelt, Andreas Oschlies, Julia Pongratz, Alexander Proelß, Gregor Rehder, Lars Ruepke, Nóra Szarka, Daniela Thrän, K. Wallmann, Nadine Mengis

Bibliographic record

VenueEarth s Future · 2025
Typearticle
Languageen
FieldEnvironmental Science
TopicMethane Hydrates and Related Phenomena
Canadian institutionsDalhousie University
FundersBundesministerium für Bildung und Forschung
KeywordsCarbon sequestrationCarbon dioxideEnvironmental scienceCarbon capture and storage (timeline)Environmental chemistryCo2 removalCarbon fibersGreenhouse gasClimate change mitigationEnvironmental protectionEarth scienceClimate changeChemistryOceanographyGeologyMaterials science

Abstract

fetched live from OpenAlex

Abstract Marine carbon dioxide removal (mCDR) and geological carbon storage in the marine environment (mCS) promise to help mitigate global climate change alongside drastic emission reductions. However, the implementable potential of mCDR and mCS depends, apart from technology readiness, also on site‐specific conditions. In this work, we explore different options for mCDR and mCS, using the German context as a case study. We challenge each option to remove 10 Mt CO 2 yr −1 , accounting for 8%–22% of projected hard‐to‐abate and residual emissions of Germany in 2045. We focus on the environmental, resource, and infrastructure requirements of individual mCDR and mCS options at specific sites, within the German jurisdiction when possible. This serves as an entry point to discuss main uncertainty factors and research needs beyond technology readiness, and, where possible, cost estimates, expected environmental effects, and monitoring approaches. In total, we describe 10 mCDR and mCS options; four aim at enhancing the chemical carbon uptake of the ocean through alkalinity enhancement, four aim at enhancing blue carbon ecosystems' sink capacity, and two employ geological off‐shore storage. Our results indicate that five out of 10 options would potentially be implementable within German jurisdiction, and three of them could potentially meet the challenge. Our exercise serves as an example on how the creation of more tangible and site‐specific CDR options can provide a basis for the assessment of socio‐economic, ethical, political, and legal aspects for such implementations. The approach presented here can easily be applied to other regional or national CDR capacity considerations.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.001
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.878
Threshold uncertainty score0.600

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.025
GPT teacher head0.217
Teacher spread0.193 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one teacher head, not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designNot applicable
Domainnot available
GenreEmpirical

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

Quick stats

Citations7
Published2025
Admission routes1
Has abstractyes

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