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The detection of marine microseismic activity with the CUORE tonne-scale cryogenic experiment
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  • Published: 26 February 2026

The detection of marine microseismic activity with the CUORE tonne-scale cryogenic experiment

  • D. Q. Adams1,
  • C. Alduino1,
  • K. Alfonso2,
  • A. Armatol3,
  • F. T. Avignone III1,
  • O. Azzolini4,
  • G. Bari5,
  • F. Bellini6,7,
  • G. Benato  ORCID: orcid.org/0000-0002-8768-290X8,9,
  • M. Beretta10,11,
  • M. Biassoni11,
  • A. Branca10,11,
  • C. Brofferio  ORCID: orcid.org/0000-0003-2134-387310,11,
  • C. Bucci9,
  • J. Camilleri2,
  • A. Caminata  ORCID: orcid.org/0000-0002-5800-550412,
  • A. Campani  ORCID: orcid.org/0000-0002-1453-524712,13,
  • J. Cao  ORCID: orcid.org/0009-0009-2936-013414,
  • C. Capelli3,
  • S. Capelli10,11,
  • L. Cappelli9,
  • L. Cardani  ORCID: orcid.org/0000-0001-5410-118X7,
  • P. Carniti  ORCID: orcid.org/0000-0002-7820-273210,11,
  • N. Casali7,
  • E. Celi8,9,
  • D. Chiesa  ORCID: orcid.org/0000-0003-1978-172710,11,
  • M. Clemenza  ORCID: orcid.org/0000-0002-8064-893611,
  • S. Copello  ORCID: orcid.org/0000-0002-8273-728915,
  • O. Cremonesi11,
  • R. J. Creswick1,
  • A. D’Addabbo9,
  • I. Dafinei7,
  • S. Dell’Oro10,11,
  • S. Di Domizio  ORCID: orcid.org/0000-0003-2863-589512,13,
  • S. Di Lorenzo9,
  • D. Q. Fang  ORCID: orcid.org/0000-0002-6123-301414,
  • M. Faverzani10,11,
  • E. Ferri11,
  • F. Ferroni7,8,
  • E. Fiorini10,11 na1,
  • M. A. Franceschi16,
  • S. J. Freedman3,17 na2,
  • S. H. Fu  ORCID: orcid.org/0000-0001-8509-64249,14,
  • B. K. Fujikawa  ORCID: orcid.org/0000-0002-7001-717X3,
  • S. Ghislandi  ORCID: orcid.org/0000-0003-0232-12498,9,
  • A. Giachero10,11,
  • M. Girola  ORCID: orcid.org/0000-0002-2359-122410,11,
  • L. Gironi  ORCID: orcid.org/0000-0003-2019-096710,11,
  • A. Giuliani18,
  • P. Gorla9,
  • C. Gotti  ORCID: orcid.org/0000-0003-2501-960811,
  • P. V. Guillaumon  ORCID: orcid.org/0000-0001-7772-55269 nAff36,
  • T. D. Gutierrez  ORCID: orcid.org/0000-0002-0330-641419,
  • K. Han20,
  • E. V. Hansen17,
  • K. M. Heeger  ORCID: orcid.org/0000-0002-4623-754321,
  • D. L. Helis9,
  • H. Z. Huang  ORCID: orcid.org/0000-0002-6760-239422,
  • M. T. Hurst  ORCID: orcid.org/0009-0008-1034-217423,
  • G. Keppel4,
  • Yu. G. Kolomensky3,17,
  • R. Kowalski24,
  • R. Liu21,
  • L. Ma14,22,
  • Y. G. Ma  ORCID: orcid.org/0000-0002-0233-990014,
  • L. Marini9,
  • R. H. Maruyama  ORCID: orcid.org/0000-0003-2794-512X21,
  • D. Mayer3,17,25,
  • Y. Mei3,
  • M. N. Moore21,
  • T. Napolitano16,
  • M. Nastasi10,11,
  • C. Nones26,
  • E. B. Norman27,
  • A. Nucciotti  ORCID: orcid.org/0000-0002-8458-155610,11,
  • I. Nutini  ORCID: orcid.org/0000-0003-3215-054011,
  • T. O’Donnell2,
  • M. Olmi9,
  • B. T. Oregui24,
  • S. Pagan21,
  • C. E. Pagliarone9,28,
  • L. Pagnanini8,9,
  • M. Pallavicini  ORCID: orcid.org/0000-0001-7309-302312,13,
  • L. Pattavina10,11,
  • M. Pavan10,11,
  • G. Pessina11,
  • V. Pettinacci7,
  • C. Pira4,
  • S. Pirro9,
  • E. G. Pottebaum21,
  • S. Pozzi11,
  • E. Previtali  ORCID: orcid.org/0000-0003-0028-718X10,11,
  • A. Puiu9,
  • S. Quitadamo  ORCID: orcid.org/0000-0003-0107-16988,9,
  • A. Ressa7,
  • C. Rosenfeld1,
  • B. Schmidt26,
  • R. Serino  ORCID: orcid.org/0009-0004-4039-404810,18,
  • A. Shaikina8,9,
  • V. Sharma23,
  • V. Singh17,
  • M. Sisti  ORCID: orcid.org/0000-0003-2517-190911,
  • D. Speller24,
  • P. T. Surukuchi23,
  • L. Taffarello29,
  • C. Tomei  ORCID: orcid.org/0000-0002-7549-62297,
  • A. Torres2,
  • J. A. Torres21,
  • K. J. Vetter3,17,25,
  • M. Vignati  ORCID: orcid.org/0000-0002-8945-11286,7,
  • S. L. Wagaarachchi3,17,
  • B. Welliver  ORCID: orcid.org/0000-0002-4459-45633,18,
  • J. Wilson1,
  • K. Wilson  ORCID: orcid.org/0000-0003-4231-28221,
  • L. A. Winslow  ORCID: orcid.org/0000-0002-9970-108X25,
  • F. Xie  ORCID: orcid.org/0000-0003-3854-723114,
  • T. Zhu  ORCID: orcid.org/0009-0005-3403-536118,
  • S. Zimmermann  ORCID: orcid.org/0000-0003-0087-518430,
  • S. Zucchelli5,31,
  • CUORE Collaboration,
  • L. Aragão  ORCID: orcid.org/0000-0003-2843-505X32,
  • A. Armigliato  ORCID: orcid.org/0000-0002-8058-036131,
  • R. Brancaccio  ORCID: orcid.org/0000-0002-6240-558631,33,
  • F. del Corso  ORCID: orcid.org/0000-0001-7799-577X5,34,
  • S. Castellaro  ORCID: orcid.org/0000-0001-7714-704131,
  • G. De Luca  ORCID: orcid.org/0000-0002-9482-179535,
  • S. di Sabatino31,
  • P. Ruggieri31 &
  • …
  • M. Zavatarelli31 

Communications Physics , Article number:  (2026) Cite this article

We are providing an unedited version of this manuscript to give early access to its findings. Before final publication, the manuscript will undergo further editing. Please note there may be errors present which affect the content, and all legal disclaimers apply.

Subjects

  • Experimental nuclear physics
  • Experimental particle physics

Abstract

Vibrations from experimental setups and the environment are a persistent source of noise for low-temperature calorimeters searching for rare events, including neutrinoless double beta (0νββ) decay or dark matter interactions. Such noise can significantly limit experimental sensitivity to the physics case under investigation. Here, we report the detection of marine microseismic vibrations using mK-scale calorimeters. This study employs a multi-device analysis correlating data from CUORE, the leading experiment in the search for 0νββ decay with mK-scale calorimeters, and the Copernicus Earth Observation program, revealing the seasonal impact of Mediterranean Sea activity on CUORE’s energy thresholds, resolution, and sensitivity over four years. The detection of marine microseisms underscores the need to address faint environmental noise in ultra-sensitive experiments. Understanding how such noise couples to the detector and developing mitigation strategies is essential for next-generation experiments. We demonstrate one such strategy: a noise decorrelation algorithm implemented in CUORE using auxiliary sensors, which reduces vibrational noise and improves detector performance. Enhancing sensitivity to 0νββ decay and to rare events with low-energy signatures requires identifying unresolved noise sources, advancing noise reduction methods, and improving vibration suppression systems, all of which inform the design of next-generation rare event experiments.

Data availability

The data used in this study include raw bolometer waveform data as well as higher-level processed data products derived from these waveforms for analysis, together with associated environmental and auxiliary data. These data are stored on internal computing clusters of the CUORE Collaboration and are not publicly available due to their size and collaboration access policies. No accession codes or persistent identifiers are associated with these datasets. The data are available for scientific purposes from the corresponding author upon reasonable request, who is responsible for handling data access inquiries.

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Download references

Acknowledgements

The CUORE Collaboration thanks the directors and staff of the Laboratori Nazionali del Gran Sasso and the technical staff of our laboratories. This work was supported by the Istituto Nazionale di Fisica Nucleare (INFN); the National Science Foundation under Grant Nos. NSF-PHY-0605119, NSF-PHY-0500337, NSF-PHY-0855314, NSF-PHY-0902171, NSF-PHY-0969852, NSF-PHY-1307204, NSF-PHY-1314881, NSF-PHY-1401832, NSF-PHY-1913374, and NSF-PHY-2412377; Yale University, Johns Hopkins University, and University of Pittsburgh. This material is also based upon work supported by the US Department of Energy (DOE) Office of Science under Contract Nos. DE-AC02-05CH11231, and DE-AC52-07NA27344; by the DOE Office of Science, Office of Nuclear Physics under Contract Nos. DE-FG02-08ER41551, DE-FG03-00ER41138, DE-SC0012654, DE-SC0020423, DE-SC0019316 and DE-SC0011091. This research used resources of the National Energy Research Scientific Computing Center (NERSC). This work makes use of both the DIANA data analysis and APOLLO data acquisition software packages, which were developed by the CUORICINO, CUORE, LUCIFER, and CUPID-0 Collaborations. The authors acknowledge the Advanced Research Computing at Virginia Tech and the Yale Center for Research Computing for providing computational resources and technical support that have contributed to the results reported within this paper. This study has been conducted using E.U. Copernicus Marine Service information and data from the INGV GIGS seismic station.

Author information

Author notes
  1. P. V. Guillaumon

    Present address: Instituto de Física, Universidade de São Paulo, São Paulo, Brazil

  2. Deceased: E. Fiorini.

  3. Deceased: S. J. Freedman.

Authors and Affiliations

  1. Department of Physics and Astronomy, University of South Carolina, Columbia, SC, USA

    D. Q. Adams, C. Alduino, F. T. Avignone III, R. J. Creswick, C. Rosenfeld, J. Wilson & K. Wilson

  2. Center for Neutrino Physics, Virginia Polytechnic Institute and State University, Blacksburg, VA, USA

    K. Alfonso, J. Camilleri, T. O’Donnell & A. Torres

  3. Nuclear Science Division, Lawrence Berkeley National Laboratory, Berkeley, CA, USA

    A. Armatol, C. Capelli, S. J. Freedman, B. K. Fujikawa, Yu. G. Kolomensky, D. Mayer, Y. Mei, K. J. Vetter, S. L. Wagaarachchi & B. Welliver

  4. INFN—Laboratori Nazionali di Legnaro Legnaro, Padova, Italy

    O. Azzolini, G. Keppel & C. Pira

  5. INFN—Sezione di Bologna, Bologna, Italy

    G. Bari, S. Zucchelli & F. del Corso

  6. Dipartimento di Fisica, Sapienza Università di Roma, Roma, Italy

    F. Bellini & M. Vignati

  7. INFN—Sezione di Roma, Roma, Italy

    F. Bellini, L. Cardani, N. Casali, I. Dafinei, F. Ferroni, V. Pettinacci, A. Ressa, C. Tomei & M. Vignati

  8. Gran Sasso Science Institute, L’Aquila, Italy

    G. Benato, E. Celi, F. Ferroni, S. Ghislandi, L. Pagnanini, S. Quitadamo & A. Shaikina

  9. INFN—Laboratori Nazionali del Gran Sasso, Assergi (L’Aquila), Italy

    G. Benato, C. Bucci, L. Cappelli, E. Celi, A. D’Addabbo, S. Di Lorenzo, S. H. Fu, S. Ghislandi, P. Gorla, P. V. Guillaumon, D. L. Helis, L. Marini, M. Olmi, C. E. Pagliarone, L. Pagnanini, S. Pirro, A. Puiu, S. Quitadamo, A. Shaikina & P. V. Guillaumon

  10. Dipartimento di Fisica, Università di Milano-Bicocca, Milano, Italy

    M. Beretta, A. Branca, C. Brofferio, S. Capelli, P. Carniti, D. Chiesa, S. Dell’Oro, M. Faverzani, E. Fiorini, A. Giachero, M. Girola, L. Gironi, M. Nastasi, A. Nucciotti, L. Pattavina, M. Pavan, E. Previtali & R. Serino

  11. INFN—Sezione di Milano Bicocca, Milano, Italy

    M. Beretta, M. Biassoni, A. Branca, C. Brofferio, S. Capelli, P. Carniti, D. Chiesa, M. Clemenza, O. Cremonesi, S. Dell’Oro, M. Faverzani, E. Ferri, E. Fiorini, A. Giachero, M. Girola, L. Gironi, C. Gotti, M. Nastasi, A. Nucciotti, I. Nutini, L. Pattavina, M. Pavan, G. Pessina, S. Pozzi, E. Previtali & M. Sisti

  12. INFN—Sezione di Genova, Genova, Italy

    A. Caminata, A. Campani, S. Di Domizio & M. Pallavicini

  13. Dipartimento di Fisica, Università di Genova, Genova, Italy

    A. Campani, S. Di Domizio & M. Pallavicini

  14. Key Laboratory of Nuclear Physics and Ion-beam Application (MOE), Institute of Modern Physics, Fudan University, Shanghai, China

    J. Cao, D. Q. Fang, S. H. Fu, L. Ma, Y. G. Ma & F. Xie

  15. INFN—Sezione di Pavia, Pavia, Italy

    S. Copello

  16. INFN—Laboratori Nazionali di Frascati, Frascati (Roma), Italy

    M. A. Franceschi & T. Napolitano

  17. Department of Physics, University of California, Berkeley, CA, USA

    S. J. Freedman, E. V. Hansen, Yu. G. Kolomensky, D. Mayer, V. Singh, K. J. Vetter & S. L. Wagaarachchi

  18. Université Paris-Saclay, CNRS/IN2P3, IJCLab, Orsay, France

    A. Giuliani, R. Serino, B. Welliver & T. Zhu

  19. Physics Department, California Polytechnic State University, San Luis Obispo, CA, USA

    T. D. Gutierrez

  20. INPAC and School of Physics and Astronomy, Shanghai Jiao Tong University; Shanghai Laboratory for Particle Physics and Cosmology, Shanghai, China

    K. Han

  21. Wright Laboratory, Department of Physics, Yale University, New Haven, CT, USA

    K. M. Heeger, R. Liu, R. H. Maruyama, M. N. Moore, S. Pagan, E. G. Pottebaum & J. A. Torres

  22. Department of Physics and Astronomy, University of California, Los Angeles, CA, USA

    H. Z. Huang & L. Ma

  23. Department of Physics and Astronomy, University of Pittsburgh, Pittsburgh, PA, USA

    M. T. Hurst, V. Sharma & P. T. Surukuchi

  24. Department of Physics and Astronomy, The Johns Hopkins University, Baltimore, MD, USA

    R. Kowalski, B. T. Oregui & D. Speller

  25. Massachusetts Institute of Technology, Cambridge, MA, USA

    D. Mayer, K. J. Vetter & L. A. Winslow

  26. IRFU, CEA, Université Paris-Saclay, Gif-sur-Yvette, France

    C. Nones & B. Schmidt

  27. Department of Nuclear Engineering, University of California, Berkeley, CA, USA

    E. B. Norman

  28. Dipartimento di Ingegneria Civile e Meccanica, Università degli Studi di Cassino e del Lazio Meridionale, Cassino, Italy

    C. E. Pagliarone

  29. INFN—Sezione di Padova, Padova, Italy

    L. Taffarello

  30. Engineering Division, Lawrence Berkeley National Laboratory, Berkeley, CA, USA

    S. Zimmermann

  31. Dipartimento di Fisica e Astronomia, Alma Mater Studiorum—Università di Bologna, Bologna, Italy

    S. Zucchelli, A. Armigliato, R. Brancaccio, S. Castellaro, S. di Sabatino, P. Ruggieri & M. Zavatarelli

  32. CMCC Foundation—Euro-Mediterranean Center on Climate Change, Bologna, Italy

    L. Aragão

  33. Department of Physics and Earth Science, University of Ferrara, Ferrara, Italy

    R. Brancaccio

  34. Istituto Nazionale di Fisica Nucleare—Sezione di Perugia, Perugia, Italy

    F. del Corso

  35. Istituto Nazionale di Geofisica e Vulcanologia, Osservatorio Nazionale Terremoti—Sede di L’Aquila, L’Aquila, Italy

    G. De Luca

Authors
  1. D. Q. Adams
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  2. C. Alduino
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  3. K. Alfonso
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  4. A. Armatol
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  5. F. T. Avignone III
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  13. C. Brofferio
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  20. S. Capelli
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Consortia

CUORE Collaboration

  • D. Q. Adams
  • , C. Alduino
  • , K. Alfonso
  • , A. Armatol
  • , F. T. Avignone III
  • , O. Azzolini
  • , G. Bari
  • , F. Bellini
  • , G. Benato
  • , M. Beretta
  • , M. Biassoni
  • , A. Branca
  • , C. Brofferio
  • , C. Bucci
  • , J. Camilleri
  • , A. Caminata
  • , A. Campani
  • , J. Cao
  • , C. Capelli
  • , S. Capelli
  • , L. Cappelli
  • , L. Cardani
  • , P. Carniti
  • , N. Casali
  • , E. Celi
  • , D. Chiesa
  • , M. Clemenza
  • , S. Copello
  • , O. Cremonesi
  • , R. J. Creswick
  • , A. D’Addabbo
  • , I. Dafinei
  • , S. Dell’Oro
  • , S. Di Domizio
  • , S. Di Lorenzo
  • , D. Q. Fang
  • , M. Faverzani
  • , E. Ferri
  • , F. Ferroni
  • , E. Fiorini
  • , M. A. Franceschi
  • , S. J. Freedman
  • , S. H. Fu
  • , B. K. Fujikawa
  • , S. Ghislandi
  • , A. Giachero
  • , M. Girola
  • , L. Gironi
  • , A. Giuliani
  • , P. Gorla
  • , C. Gotti
  • , P. V. Guillaumon
  • , T. D. Gutierrez
  • , K. Han
  • , E. V. Hansen
  • , K. M. Heeger
  • , D. L. Helis
  • , H. Z. Huang
  • , M. T. Hurst
  • , G. Keppel
  • , Yu. G. Kolomensky
  • , R. Kowalski
  • , R. Liu
  • , L. Ma
  • , Y. G. Ma
  • , L. Marini
  • , R. H. Maruyama
  • , D. Mayer
  • , Y. Mei
  • , M. N. Moore
  • , T. Napolitano
  • , M. Nastasi
  • , C. Nones
  • , E. B. Norman
  • , A. Nucciotti
  • , I. Nutini
  • , T. O’Donnell
  • , M. Olmi
  • , B. T. Oregui
  • , S. Pagan
  • , C. E. Pagliarone
  • , L. Pagnanini
  • , M. Pallavicini
  • , L. Pattavina
  • , M. Pavan
  • , G. Pessina
  • , V. Pettinacci
  • , C. Pira
  • , S. Pirro
  • , E. G. Pottebaum
  • , S. Pozzi
  • , E. Previtali
  • , A. Puiu
  • , S. Quitadamo
  • , A. Ressa
  • , C. Rosenfeld
  • , B. Schmidt
  • , R. Serino
  • , A. Shaikina
  • , V. Sharma
  • , V. Singh
  • , M. Sisti
  • , D. Speller
  • , P. T. Surukuchi
  • , L. Taffarello
  • , C. Tomei
  • , A. Torres
  • , J. A. Torres
  • , K. J. Vetter
  • , M. Vignati
  • , S. L. Wagaarachchi
  • , B. Welliver
  • , J. Wilson
  • , K. Wilson
  • , L. A. Winslow
  • , F. Xie
  • , T. Zhu
  • , S. Zimmermann
  •  & S. Zucchelli

Contributions

All listed authors have contributed to the present publication. The different contributions span from the design and construction of the detector and the cryogenic system to the acquisition and analysis of data. The manuscript underwent an internal review process extended to the whole collaboration, and all authors approved its final version; the authors’ names are listed alphabetically.

Corresponding author

Correspondence to C. Bucci.

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Competing interests

The authors declare no competing interests.

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: Communications Physics thanks Jeanne Wilson, Daniel Cookman and the other, anonymous, reviewer(s) for their contribution to the peer review of this work. A peer review file is available.

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Supplementary information

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Cite this article

Adams, D.Q., Alduino, C., Alfonso, K. et al. The detection of marine microseismic activity with the CUORE tonne-scale cryogenic experiment. Commun Phys (2026). https://doi.org/10.1038/s42005-025-02484-5

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  • Received: 22 July 2025

  • Accepted: 24 December 2025

  • Published: 26 February 2026

  • DOI: https://doi.org/10.1038/s42005-025-02484-5

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