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Anhaus, Philipp; Schiller, Martin; Planat, Noémie; Katlein, Christian; Nicolaus, Marcel (2024): Spectral solar radiation over and under sea ice from remotely operated vehicle (ROV) surveys during the ARTofMELT2023 expedition [dataset publication series]. PANGAEA, https://doi.org/10.1594/PANGAEA.962959

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Abstract:
Solar radiation over and under drifting sea ice was measured using RAMSES hyper-spectral radiometers (TriOS) mounted on the remotely operated vehicle (ROV) during the ARTofMELT2023 expedition in May and June 2023. All data are given in full spectral resolution interpolated to 1.0 nm, integrated over the entire wavelength range (broadband, total: 320 to 950 nm), and integrated over the photosynthetically active radiation wavelength range (PAR: 400 to 700 nm). Two sensors were mounted on the ROV, an irradiance sensor (transmitted solar irradiance, ACC: Advanced-Cosine-Collector) for energy budget calculations and a radiance sensor (transmitted solar radiance, ARC: Advanced-Radiance-Collector with a 7° opening angle) to obtain high-resolution spatial variability. One additional radiometer was installed on - board the ship for reference measurements (incident solar irradiance, ACC). This is a raw data set, including all recorded spectra without any selection. Along with the radiation measurements, ROV positions were obtained from an acoustic Long Base Line (LBL) positioning system (LinkQuest Pinpoint). ROV depth was measured by a pressure sensor (Keller A-21Y, Keller AG). All times are given in Universal Coordinated Time (UTC).
Keyword(s):
ARTofMELT2023; BEAST; Remotely operated vehicle (ROV); Sea ice; Solar radiation
Related to:
Anhaus, Philipp; Katlein, Christian; Nicolaus, Marcel (2023): MATLAB processing code for under-ice environment data from a remotely operated vehicle (ROV) during the MOSAiC expedition 2019/2020. Zenodo, https://doi.org/10.5281/ZENODO.7821721
Anhaus, Philipp; Schiller, Martin; Planat, Noémie; Katlein, Christian; Nicolaus, Marcel (2024): Under-ice environment surveys using a remotely operated vehicle (ROV) during the ARTofMELT2023 expedition. PANGAEA, https://doi.org/10.1594/PANGAEA.962387
Katlein, Christian; Schiller, Martin; Belter, Hans Jakob; Coppolaro, Veronica; Wenslandt, David; Nicolaus, Marcel (2017): A New Remotely Operated Sensor Platform for Interdisciplinary Observations under Sea Ice. Frontiers in Marine Science, 4, 281, https://doi.org/10.3389/fmars.2017.00281
Nicolaus, Marcel; Hudson, Stephen R; Gerland, Sebastian; Munderloh, Karin (2010): A modern concept for autonomous and continuous measurements of spectral albedo and transmittance of sea ice. Cold Regions Science and Technology, 62(1), 14-28, https://doi.org/10.1016/j.coldregions.2010.03.001
Project(s):
Atmospheric rivers and the onset of sea ice melt 2023 (ARTofMELT)
FRontiers in Arctic marine Monitoring (FRAM)
Sea Ice Physics @ AWI (AWI_SeaIce)
Coverage:
Median Latitude: 79.791848 * Median Longitude: 1.549332 * South-bound Latitude: 79.485685 * West-bound Longitude: -1.544293 * North-bound Latitude: 80.260197 * East-bound Longitude: 3.494254
Date/Time Start: 2023-05-18T13:40:32 * Date/Time End: 2023-06-09T17:41:35
License:
Creative Commons Attribution 4.0 International (CC-BY-4.0) (License comes into effect after moratorium ends)
Size:
90 datasets

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Datasets listed in this publication series

  1. Anhaus, P; Schiller, M; Planat, N et al. (2024): Incident spectral solar irradiance measured above sea ice from ROV survey ARTofMELT2023/1_20-1 on 2023-05-18, survey 1. https://doi.org/10.1594/PANGAEA.962960
  2. Anhaus, P; Schiller, M; Planat, N et al. (2024): Incident spectral solar irradiance measured above sea ice from ROV survey ARTofMELT2023/1_20-2 on 2023-05-19, survey 2. https://doi.org/10.1594/PANGAEA.964379
  3. Anhaus, P; Schiller, M; Planat, N et al. (2024): Incident spectral solar irradiance measured above sea ice from ROV survey ARTofMELT2023/1_20-2 on 2023-05-19, survey 3. https://doi.org/10.1594/PANGAEA.964384
  4. Anhaus, P; Schiller, M; Planat, N et al. (2024): Incident spectral solar irradiance measured above sea ice from ROV survey ARTofMELT2023/1_20-2 on 2023-05-19, survey 5. https://doi.org/10.1594/PANGAEA.964392
  5. Anhaus, P; Schiller, M; Planat, N et al. (2024): Incident spectral solar irradiance measured above sea ice from ROV survey ARTofMELT2023/1_20-3 on 2023-05-20, survey 2. https://doi.org/10.1594/PANGAEA.964383
  6. Anhaus, P; Schiller, M; Planat, N et al. (2024): Incident spectral solar irradiance measured above sea ice from ROV survey ARTofMELT2023/1_22-4 on 2023-05-31, survey 1. https://doi.org/10.1594/PANGAEA.964390
  7. Anhaus, P; Schiller, M; Planat, N et al. (2024): Incident spectral solar irradiance measured above sea ice from ROV survey ARTofMELT2023/1_22-5 on 2023-06-01, survey 2. https://doi.org/10.1594/PANGAEA.964388
  8. Anhaus, P; Schiller, M; Planat, N et al. (2024): Incident spectral solar irradiance measured above sea ice from ROV survey ARTofMELT2023/1_22-6 on 2023-06-02, survey 2. https://doi.org/10.1594/PANGAEA.964389
  9. Anhaus, P; Schiller, M; Planat, N et al. (2024): Incident spectral solar irradiance measured above sea ice from ROV survey ARTofMELT2023/1_22-6 on 2023-06-02, survey 3. https://doi.org/10.1594/PANGAEA.964387
  10. Anhaus, P; Schiller, M; Planat, N et al. (2024): Incident spectral solar irradiance measured above sea ice from ROV survey ARTofMELT2023/1_22-6 on 2023-06-02, survey 6. https://doi.org/10.1594/PANGAEA.964385
  11. Anhaus, P; Schiller, M; Planat, N et al. (2024): Incident spectral solar irradiance measured above sea ice from ROV survey ARTofMELT2023/1_22-7 on 2023-06-04, survey 1. https://doi.org/10.1594/PANGAEA.964391
  12. Anhaus, P; Schiller, M; Planat, N et al. (2024): Incident spectral solar irradiance measured above sea ice from ROV survey ARTofMELT2023/1_22-7 on 2023-06-04, survey 2. https://doi.org/10.1594/PANGAEA.964386
  13. Anhaus, P; Schiller, M; Planat, N et al. (2024): Incident spectral solar irradiance measured above sea ice from ROV survey ARTofMELT2023/1_23-8 on 2023-06-05, survey 1. https://doi.org/10.1594/PANGAEA.964396
  14. Anhaus, P; Schiller, M; Planat, N et al. (2024): Incident spectral solar irradiance measured above sea ice from ROV survey ARTofMELT2023/1_23-8 on 2023-06-05, survey 2. https://doi.org/10.1594/PANGAEA.964395
  15. Anhaus, P; Schiller, M; Planat, N et al. (2024): Incident spectral solar irradiance measured above sea ice from ROV survey ARTofMELT2023/1_23-9 on 2023-06-06, survey 4. https://doi.org/10.1594/PANGAEA.964397
  16. Anhaus, P; Schiller, M; Planat, N et al. (2024): Incident spectral solar irradiance measured above sea ice from ROV survey ARTofMELT2023/1_23-10 on 2023-06-07, survey 1. https://doi.org/10.1594/PANGAEA.964393
  17. Anhaus, P; Schiller, M; Planat, N et al. (2024): Incident spectral solar irradiance measured above sea ice from ROV survey ARTofMELT2023/1_23-11 on 2023-06-08, survey 1. https://doi.org/10.1594/PANGAEA.964394
  18. Anhaus, P; Schiller, M; Planat, N et al. (2024): Incident spectral solar irradiance measured above sea ice from ROV survey ARTofMELT2023/1_23-12 on 2023-06-09, survey 1. https://doi.org/10.1594/PANGAEA.964398
  19. Anhaus, P; Schiller, M; Planat, N et al. (2024): Downward spectral solar irradiance as measured in different depths under sea ice (transmitted irradiance) from ROV survey ARTofMELT2023/1_20-1 on 2023-05-18, survey 1. https://doi.org/10.1594/PANGAEA.964400
  20. Anhaus, P; Schiller, M; Planat, N et al. (2024): Downward spectral solar irradiance as measured in different depths under sea ice (transmitted irradiance) from ROV survey ARTofMELT2023/1_20-2 on 2023-05-19, survey 2. https://doi.org/10.1594/PANGAEA.964424
  21. Anhaus, P; Schiller, M; Planat, N et al. (2024): Downward spectral solar irradiance as measured in different depths under sea ice (transmitted irradiance) from ROV survey ARTofMELT2023/1_20-2 on 2023-05-19, survey 3. https://doi.org/10.1594/PANGAEA.964423
  22. Anhaus, P; Schiller, M; Planat, N et al. (2024): Downward spectral solar irradiance as measured in different depths under sea ice (transmitted irradiance) from ROV survey ARTofMELT2023/1_20-2 on 2023-05-19, survey 5. https://doi.org/10.1594/PANGAEA.964418
  23. Anhaus, P; Schiller, M; Planat, N et al. (2024): Downward spectral solar irradiance as measured in different depths under sea ice (transmitted irradiance) from ROV survey ARTofMELT2023/1_20-3 on 2023-05-20, survey 2. https://doi.org/10.1594/PANGAEA.964419
  24. Anhaus, P; Schiller, M; Planat, N et al. (2024): Downward spectral solar irradiance as measured in different depths under sea ice (transmitted irradiance) from ROV survey ARTofMELT2023/1_22-4 on 2023-05-31, survey 1. https://doi.org/10.1594/PANGAEA.964429
  25. Anhaus, P; Schiller, M; Planat, N et al. (2024): Downward spectral solar irradiance as measured in different depths under sea ice (transmitted irradiance) from ROV survey ARTofMELT2023/1_22-5 on 2023-06-01, survey 2. https://doi.org/10.1594/PANGAEA.964428
  26. Anhaus, P; Schiller, M; Planat, N et al. (2024): Downward spectral solar irradiance as measured in different depths under sea ice (transmitted irradiance) from ROV survey ARTofMELT2023/1_22-6 on 2023-06-02, survey 2. https://doi.org/10.1594/PANGAEA.964422
  27. Anhaus, P; Schiller, M; Planat, N et al. (2024): Downward spectral solar irradiance as measured in different depths under sea ice (transmitted irradiance) from ROV survey ARTofMELT2023/1_22-6 on 2023-06-02, survey 3. https://doi.org/10.1594/PANGAEA.964432
  28. Anhaus, P; Schiller, M; Planat, N et al. (2024): Downward spectral solar irradiance as measured in different depths under sea ice (transmitted irradiance) from ROV survey ARTofMELT2023/1_22-6 on 2023-06-02, survey 6. https://doi.org/10.1594/PANGAEA.964427
  29. Anhaus, P; Schiller, M; Planat, N et al. (2024): Downward spectral solar irradiance as measured in different depths under sea ice (transmitted irradiance) from ROV survey ARTofMELT2023/1_22-7 on 2023-06-04, survey 1. https://doi.org/10.1594/PANGAEA.964426
  30. Anhaus, P; Schiller, M; Planat, N et al. (2024): Downward spectral solar irradiance as measured in different depths under sea ice (transmitted irradiance) from ROV survey ARTofMELT2023/1_22-7 on 2023-06-04, survey 2. https://doi.org/10.1594/PANGAEA.964420
  31. Anhaus, P; Schiller, M; Planat, N et al. (2024): Downward spectral solar irradiance as measured in different depths under sea ice (transmitted irradiance) from ROV survey ARTofMELT2023/1_23-8 on 2023-06-05, survey 1. https://doi.org/10.1594/PANGAEA.964425
  32. Anhaus, P; Schiller, M; Planat, N et al. (2024): Downward spectral solar irradiance as measured in different depths under sea ice (transmitted irradiance) from ROV survey ARTofMELT2023/1_23-8 on 2023-06-05, survey 2. https://doi.org/10.1594/PANGAEA.964421
  33. Anhaus, P; Schiller, M; Planat, N et al. (2024): Downward spectral solar irradiance as measured in different depths under sea ice (transmitted irradiance) from ROV survey ARTofMELT2023/1_23-9 on 2023-06-06, survey 4. https://doi.org/10.1594/PANGAEA.964433
  34. Anhaus, P; Schiller, M; Planat, N et al. (2024): Downward spectral solar irradiance as measured in different depths under sea ice (transmitted irradiance) from ROV survey ARTofMELT2023/1_23-10 on 2023-06-07, survey 1. https://doi.org/10.1594/PANGAEA.964431
  35. Anhaus, P; Schiller, M; Planat, N et al. (2024): Downward spectral solar irradiance as measured in different depths under sea ice (transmitted irradiance) from ROV survey ARTofMELT2023/1_23-11 on 2023-06-08, survey 1. https://doi.org/10.1594/PANGAEA.964430
  36. Anhaus, P; Schiller, M; Planat, N et al. (2024): Downward spectral solar irradiance as measured in different depths under sea ice (transmitted irradiance) from ROV survey ARTofMELT2023/1_23-12 on 2023-06-09, survey 1. https://doi.org/10.1594/PANGAEA.964434
  37. Anhaus, P; Schiller, M; Planat, N et al. (2024): Downward spectral solar radiance as measured in different depths under sea ice (transmitted radiance) from ROV survey ARTofMELT2023/1_20-1 on 2023-05-18, survey 1. https://doi.org/10.1594/PANGAEA.964436
  38. Anhaus, P; Schiller, M; Planat, N et al. (2024): Downward spectral solar radiance as measured in different depths under sea ice (transmitted radiance) from ROV survey ARTofMELT2023/1_20-2 on 2023-05-19, survey 2. https://doi.org/10.1594/PANGAEA.964439
  39. Anhaus, P; Schiller, M; Planat, N et al. (2024): Downward spectral solar radiance as measured in different depths under sea ice (transmitted radiance) from ROV survey ARTofMELT2023/1_20-2 on 2023-05-19, survey 3. https://doi.org/10.1594/PANGAEA.964444
  40. Anhaus, P; Schiller, M; Planat, N et al. (2024): Downward spectral solar radiance as measured in different depths under sea ice (transmitted radiance) from ROV survey ARTofMELT2023/1_20-2 on 2023-05-19, survey 5. https://doi.org/10.1594/PANGAEA.964438
  41. Anhaus, P; Schiller, M; Planat, N et al. (2024): Downward spectral solar radiance as measured in different depths under sea ice (transmitted radiance) from ROV survey ARTofMELT2023/1_20-3 on 2023-05-20, survey 2. https://doi.org/10.1594/PANGAEA.964440
  42. Anhaus, P; Schiller, M; Planat, N et al. (2024): Downward spectral solar radiance as measured in different depths under sea ice (transmitted radiance) from ROV survey ARTofMELT2023/1_22-4 on 2023-05-31, survey 1. https://doi.org/10.1594/PANGAEA.964448
  43. Anhaus, P; Schiller, M; Planat, N et al. (2024): Downward spectral solar radiance as measured in different depths under sea ice (transmitted radiance) from ROV survey ARTofMELT2023/1_22-5 on 2023-06-01, survey 2. https://doi.org/10.1594/PANGAEA.964449
  44. Anhaus, P; Schiller, M; Planat, N et al. (2024): Downward spectral solar radiance as measured in different depths under sea ice (transmitted radiance) from ROV survey ARTofMELT2023/1_22-6 on 2023-06-02, survey 2. https://doi.org/10.1594/PANGAEA.964446
  45. Anhaus, P; Schiller, M; Planat, N et al. (2024): Downward spectral solar radiance as measured in different depths under sea ice (transmitted radiance) from ROV survey ARTofMELT2023/1_22-6 on 2023-06-02, survey 3. https://doi.org/10.1594/PANGAEA.964450
  46. Anhaus, P; Schiller, M; Planat, N et al. (2024): Downward spectral solar radiance as measured in different depths under sea ice (transmitted radiance) from ROV survey ARTofMELT2023/1_22-6 on 2023-06-02, survey 6. https://doi.org/10.1594/PANGAEA.964443
  47. Anhaus, P; Schiller, M; Planat, N et al. (2024): Downward spectral solar radiance as measured in different depths under sea ice (transmitted radiance) from ROV survey ARTofMELT2023/1_22-7 on 2023-06-04, survey 1. https://doi.org/10.1594/PANGAEA.964447
  48. Anhaus, P; Schiller, M; Planat, N et al. (2024): Downward spectral solar radiance as measured in different depths under sea ice (transmitted radiance) from ROV survey ARTofMELT2023/1_22-7 on 2023-06-04, survey 2. https://doi.org/10.1594/PANGAEA.964441
  49. Anhaus, P; Schiller, M; Planat, N et al. (2024): Downward spectral solar radiance as measured in different depths under sea ice (transmitted radiance) from ROV survey ARTofMELT2023/1_23-8 on 2023-06-05, survey 1. https://doi.org/10.1594/PANGAEA.964445
  50. Anhaus, P; Schiller, M; Planat, N et al. (2024): Downward spectral solar radiance as measured in different depths under sea ice (transmitted radiance) from ROV survey ARTofMELT2023/1_23-8 on 2023-06-05, survey 2. https://doi.org/10.1594/PANGAEA.964442
  51. Anhaus, P; Schiller, M; Planat, N et al. (2024): Downward spectral solar radiance as measured in different depths under sea ice (transmitted radiance) from ROV survey ARTofMELT2023/1_23-9 on 2023-06-06, survey 4. https://doi.org/10.1594/PANGAEA.964454
  52. Anhaus, P; Schiller, M; Planat, N et al. (2024): Downward spectral solar radiance as measured in different depths under sea ice (transmitted radiance) from ROV survey ARTofMELT2023/1_23-10 on 2023-06-07, survey 1. https://doi.org/10.1594/PANGAEA.964453
  53. Anhaus, P; Schiller, M; Planat, N et al. (2024): Downward spectral solar radiance as measured in different depths under sea ice (transmitted radiance) from ROV survey ARTofMELT2023/1_23-11 on 2023-06-08, survey 1. https://doi.org/10.1594/PANGAEA.964452
  54. Anhaus, P; Schiller, M; Planat, N et al. (2024): Downward spectral solar radiance as measured in different depths under sea ice (transmitted radiance) from ROV survey ARTofMELT2023/1_23-12 on 2023-06-09, survey 1. https://doi.org/10.1594/PANGAEA.964451
  55. Anhaus, P; Schiller, M; Planat, N et al. (2024): Fraction of spectral solar radiance transmitted through snow and sea ice as measured in different depths under sea ice (transflectance) from ROV survey ARTofMELT2023/1_20-1 on 2023-05-18, survey 1. https://doi.org/10.1594/PANGAEA.964483
  56. Anhaus, P; Schiller, M; Planat, N et al. (2024): Fraction of spectral solar radiance transmitted through snow and sea ice as measured in different depths under sea ice (transflectance) from ROV survey ARTofMELT2023/1_20-2 on 2023-05-19, survey 2. https://doi.org/10.1594/PANGAEA.964484
  57. Anhaus, P; Schiller, M; Planat, N et al. (2024): Fraction of spectral solar radiance transmitted through snow and sea ice as measured in different depths under sea ice (transflectance) from ROV survey ARTofMELT2023/1_20-2 on 2023-05-19, survey 3. https://doi.org/10.1594/PANGAEA.964504
  58. Anhaus, P; Schiller, M; Planat, N et al. (2024): Fraction of spectral solar radiance transmitted through snow and sea ice as measured in different depths under sea ice (transflectance) from ROV survey ARTofMELT2023/1_20-2 on 2023-05-19, survey 5. https://doi.org/10.1594/PANGAEA.964501
  59. Anhaus, P; Schiller, M; Planat, N et al. (2024): Fraction of spectral solar radiance transmitted through snow and sea ice as measured in different depths under sea ice (transflectance) from ROV survey ARTofMELT2023/1_20-3 on 2023-05-20, survey 2. https://doi.org/10.1594/PANGAEA.964507
  60. Anhaus, P; Schiller, M; Planat, N et al. (2024): Fraction of spectral solar radiance transmitted through snow and sea ice as measured in different depths under sea ice (transflectance) from ROV survey ARTofMELT2023/1_22-4 on 2023-05-31, survey 1. https://doi.org/10.1594/PANGAEA.964505
  61. Anhaus, P; Schiller, M; Planat, N et al. (2024): Fraction of spectral solar radiance transmitted through snow and sea ice as measured in different depths under sea ice (transflectance) from ROV survey ARTofMELT2023/1_22-5 on 2023-06-01, survey 2. https://doi.org/10.1594/PANGAEA.964509
  62. Anhaus, P; Schiller, M; Planat, N et al. (2024): Fraction of spectral solar radiance transmitted through snow and sea ice as measured in different depths under sea ice (transflectance) from ROV survey ARTofMELT2023/1_22-6 on 2023-06-02, survey 2. https://doi.org/10.1594/PANGAEA.964510
  63. Anhaus, P; Schiller, M; Planat, N et al. (2024): Fraction of spectral solar radiance transmitted through snow and sea ice as measured in different depths under sea ice (transflectance) from ROV survey ARTofMELT2023/1_22-6 on 2023-06-02, survey 3. https://doi.org/10.1594/PANGAEA.964506
  64. Anhaus, P; Schiller, M; Planat, N et al. (2024): Fraction of spectral solar radiance transmitted through snow and sea ice as measured in different depths under sea ice (transflectance) from ROV survey ARTofMELT2023/1_22-6 on 2023-06-02, survey 6. https://doi.org/10.1594/PANGAEA.964503
  65. Anhaus, P; Schiller, M; Planat, N et al. (2024): Fraction of spectral solar radiance transmitted through snow and sea ice as measured in different depths under sea ice (transflectance) from ROV survey ARTofMELT2023/1_22-7 on 2023-06-04, survey 1. https://doi.org/10.1594/PANGAEA.964514
  66. Anhaus, P; Schiller, M; Planat, N et al. (2024): Fraction of spectral solar radiance transmitted through snow and sea ice as measured in different depths under sea ice (transflectance) from ROV survey ARTofMELT2023/1_22-7 on 2023-06-04, survey 2. https://doi.org/10.1594/PANGAEA.964515
  67. Anhaus, P; Schiller, M; Planat, N et al. (2024): Fraction of spectral solar radiance transmitted through snow and sea ice as measured in different depths under sea ice (transflectance) from ROV survey ARTofMELT2023/1_23-8 on 2023-06-05, survey 1. https://doi.org/10.1594/PANGAEA.964502
  68. Anhaus, P; Schiller, M; Planat, N et al. (2024): Fraction of spectral solar radiance transmitted through snow and sea ice as measured in different depths under sea ice (transflectance) from ROV survey ARTofMELT2023/1_23-8 on 2023-06-05, survey 2. https://doi.org/10.1594/PANGAEA.964508
  69. Anhaus, P; Schiller, M; Planat, N et al. (2024): Fraction of spectral solar radiance transmitted through snow and sea ice as measured in different depths under sea ice (transflectance) from ROV survey ARTofMELT2023/1_23-9 on 2023-06-06, survey 4. https://doi.org/10.1594/PANGAEA.964516
  70. Anhaus, P; Schiller, M; Planat, N et al. (2024): Fraction of spectral solar radiance transmitted through snow and sea ice as measured in different depths under sea ice (transflectance) from ROV survey ARTofMELT2023/1_23-10 on 2023-06-07, survey 1. https://doi.org/10.1594/PANGAEA.964513
  71. Anhaus, P; Schiller, M; Planat, N et al. (2024): Fraction of spectral solar radiance transmitted through snow and sea ice as measured in different depths under sea ice (transflectance) from ROV survey ARTofMELT2023/1_23-11 on 2023-06-08, survey 1. https://doi.org/10.1594/PANGAEA.964512
  72. Anhaus, P; Schiller, M; Planat, N et al. (2024): Fraction of spectral solar radiance transmitted through snow and sea ice as measured in different depths under sea ice (transflectance) from ROV survey ARTofMELT2023/1_23-12 on 2023-06-09, survey 1. https://doi.org/10.1594/PANGAEA.964511
  73. Anhaus, P; Schiller, M; Planat, N et al. (2024): Fraction of spectral solar irradiance transmitted through snow and sea ice as measured in different depths under sea ice (transmittance) from ROV survey ARTofMELT2023/1_20-1 on 2023-05-18, survey 1. https://doi.org/10.1594/PANGAEA.964455
  74. Anhaus, P; Schiller, M; Planat, N et al. (2024): Fraction of spectral solar irradiance transmitted through snow and sea ice as measured in different depths under sea ice (transmittance) from ROV survey ARTofMELT2023/1_20-2 on 2023-05-19, survey 2. https://doi.org/10.1594/PANGAEA.964456
  75. Anhaus, P; Schiller, M; Planat, N et al. (2024): Fraction of spectral solar irradiance transmitted through snow and sea ice as measured in different depths under sea ice (transmittance) from ROV survey ARTofMELT2023/1_20-2 on 2023-05-19, survey 3. https://doi.org/10.1594/PANGAEA.964472
  76. Anhaus, P; Schiller, M; Planat, N et al. (2024): Fraction of spectral solar irradiance transmitted through snow and sea ice as measured in different depths under sea ice (transmittance) from ROV survey ARTofMELT2023/1_20-2 on 2023-05-19, survey 5. https://doi.org/10.1594/PANGAEA.964467
  77. Anhaus, P; Schiller, M; Planat, N et al. (2024): Fraction of spectral solar irradiance transmitted through snow and sea ice as measured in different depths under sea ice (transmittance) from ROV survey ARTofMELT2023/1_20-3 on 2023-05-20, survey 2. https://doi.org/10.1594/PANGAEA.964470
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