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Bernard, Jürgen; König-Langlo, Gert; Sieger, Rainer (2014): 30 years of synoptic observations from Neumayer Station with links to datasets [dataset bibliography]. PANGAEA, https://doi.org/10.1594/PANGAEA.150017

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Abstract:
The analysis of research data plays a key role in data-driven areas of science. Varieties of mixed research data sets exist and scientists aim to derive or validate hypotheses to find undiscovered knowledge. Many analysis techniques identify relations of an entire dataset only. This may level the characteristic behavior of different subgroups in the data. Like automatic subspace clustering, we aim at identifying interesting subgroups and attribute sets. We present a visual-interactive system that supports scientists to explore interesting relations between aggregated bins of multivariate attributes in mixed data sets. The abstraction of data to bins enables the application of statistical dependency tests as the measure of interestingness. An overview matrix view shows all attributes, ranked with respect to the interestingness of bins. Complementary, a node-link view reveals multivariate bin relations by positioning dependent bins close to each other. The system supports information drill-down based on both expert knowledge and algorithmic support. Finally, visual-interactive subset clustering assigns multivariate bin relations to groups. A list-based cluster result representation enables the scientist to communicate multivariate findings at a glance. We demonstrate the applicability of the system with two case studies from the earth observation domain and the prostate cancer research domain. In both cases, the system enabled us to identify the most interesting multivariate bin relations, to validate already published results, and, moreover, to discover unexpected relations.
Supplement to:
Bernard, Jürgen; Steiger, Martin; Widmer, Sven; Lücke-Tieke, Hendrik; May, Thorsten; Kohlhammer, Jörn (2014): Visual-interactive Exploration of Interesting Multivariate Relations in Mixed Research Data Sets. Computer Graphics Forum, 33(3), 291-300, https://doi.org/10.1111/cgf.12385
Related to:
Suppementary material, QuickTime movie, 51 MB
Bernard, Jürgen; Steiger, Martin; Widmer, Sven; Lücke-Tieke, Hendrik; May, Thorsten; Kohlhammer, Jörn (2014): EuroVis 2014: Visual-interactive Exploration of Interesting Multivariate Relations in Mixed Research Data Sets, MPEG-4 movie of talk, 54 MB. EuroVis_2014_Visual-interactive_talk.mp4
Project(s):
Baseline Surface Radiation Network (BSRN)
Coverage:
Latitude: -70.650000 * Longitude: -8.250000
Date/Time Start: 1981-01-28T12:00:00 * Date/Time End: 2013-01-31T21:00:00
Event(s):
GVN (Georg von Neumayer) * Latitude: -70.650000 * Longitude: -8.250000 * Date/Time: 1992-01-01T00:00:00 * Elevation: 42.0 m * Location: Dronning Maud Land, Antarctica * Campaign: Neumayer_based * Basis: NEUMAYER III * Method/Device: Monitoring station (MONS) * Comment: BSRN station no: 13; Surface type: iceshelf; Topography type: flat, rural; Horizon from 1992 to 2009-01: doi:10.1594/PANGAEA.669516; Horizon after 2009-01: doi:10.1594/PANGAEA.757811; Station scientist: Holger Schmithüsen (Holger.Schmithuesen@awi.de). Station description see hdl:10013/epic.28566.d001
Comment:
The dataset contains 384 links (childs) to any of the BSRN datasets.
In this study, we explore multivariate weather phenomena in Antarctica. Since March 1981, a meteorological observatory program has been carried out at Neumayer Station (NM) (70°37' S, 8°22' W), located in Antarctica. NM is an integral part of many international networks, organized e.g., by the World Meteorological Organization (WMO). The data helps to close gaps in the global weather and climate observing networks. Our contacted domain expert is Dr. Gert König-Langlo, scientific leader of the meteorological observatory of Neumayer. The provided mixed data set consists of 26 attributes with measurements every three hours for 30 years (92902 time stamps).
Change history:
2022-02-10T11:35:36 – Dataset was converted to collection (bibliography); references to deleted datasets were replaced by newer versions.
License:
Baseline Surface Radiation Network License 1.0 (BSRN-1.0)
Size:
384 datasets

Datasets listed in this bibliography

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  1. König-Langlo, G (2008): Meteorological synoptical observations from Neumayer Station (2006-02). https://doi.org/10.1594/PANGAEA.681083
  2. König-Langlo, G (2008): Meteorological synoptical observations from Neumayer Station (2006-03). https://doi.org/10.1594/PANGAEA.681084
  3. König-Langlo, G (2008): Meteorological synoptical observations from Neumayer Station (2006-04). https://doi.org/10.1594/PANGAEA.681085
  4. König-Langlo, G (2008): Meteorological synoptical observations from Neumayer Station (2006-05). https://doi.org/10.1594/PANGAEA.681086
  5. König-Langlo, G (2008): Meteorological synoptical observations from Neumayer Station (2006-06). https://doi.org/10.1594/PANGAEA.681087
  6. König-Langlo, G (2008): Meteorological synoptical observations from Neumayer Station (2006-07). https://doi.org/10.1594/PANGAEA.681088
  7. König-Langlo, G (2008): Meteorological synoptical observations from Neumayer Station (2006-08). https://doi.org/10.1594/PANGAEA.681089
  8. König-Langlo, G (2008): Meteorological synoptical observations from Neumayer Station (2006-09). https://doi.org/10.1594/PANGAEA.681090
  9. König-Langlo, G (2008): Meteorological synoptical observations from Neumayer Station (2006-10). https://doi.org/10.1594/PANGAEA.681091
  10. König-Langlo, G (2008): Meteorological synoptical observations from Neumayer Station (2006-11). https://doi.org/10.1594/PANGAEA.681092
  11. König-Langlo, G (2008): Meteorological synoptical observations from Neumayer Station (2006-12). https://doi.org/10.1594/PANGAEA.681093
  12. König-Langlo, G (2008): Meteorological synoptical observations from Neumayer Station (2007-01). https://doi.org/10.1594/PANGAEA.692899
  13. König-Langlo, G (2008): Meteorological synoptical observations from Neumayer Station (2007-02). https://doi.org/10.1594/PANGAEA.692900
  14. König-Langlo, G (2008): Meteorological synoptical observations from Neumayer Station (2007-03). https://doi.org/10.1594/PANGAEA.692901
  15. König-Langlo, G (2008): Meteorological synoptical observations from Neumayer Station (2007-04). https://doi.org/10.1594/PANGAEA.692902
  16. König-Langlo, G (2008): Meteorological synoptical observations from Neumayer Station (2007-05). https://doi.org/10.1594/PANGAEA.692903
  17. König-Langlo, G (2008): Meteorological synoptical observations from Neumayer Station (2007-06). https://doi.org/10.1594/PANGAEA.692904
  18. König-Langlo, G (2008): Meteorological synoptical observations from Neumayer Station (2007-07). https://doi.org/10.1594/PANGAEA.692905
  19. König-Langlo, G (2008): Meteorological synoptical observations from Neumayer Station (2007-08). https://doi.org/10.1594/PANGAEA.692906
  20. König-Langlo, G (2008): Meteorological synoptical observations from Neumayer Station (2007-09). https://doi.org/10.1594/PANGAEA.692907
  21. König-Langlo, G (2008): Meteorological synoptical observations from Neumayer Station (2007-10). https://doi.org/10.1594/PANGAEA.692908
  22. König-Langlo, G (2008): Meteorological synoptical observations from Neumayer Station (2007-11). https://doi.org/10.1594/PANGAEA.692909
  23. König-Langlo, G (2008): Meteorological synoptical observations from Neumayer Station (2007-12). https://doi.org/10.1594/PANGAEA.692910
  24. König-Langlo, G (2008): Meteorological synoptical observations from Neumayer Station (2008-01). https://doi.org/10.1594/PANGAEA.692911
  25. König-Langlo, G (2008): Meteorological synoptical observations from Neumayer Station (2008-02). https://doi.org/10.1594/PANGAEA.692912
  26. König-Langlo, G (2008): Meteorological synoptical observations from Neumayer station (2008-03), Version 1. https://doi.org/10.1594/PANGAEA.692913
  27. König-Langlo, G (2008): Meteorological synoptical observations from Neumayer station (2008-04), Version 1. https://doi.org/10.1594/PANGAEA.692914
  28. König-Langlo, G (2009): Meteorological synoptical observations from Neumayer Station (2008-05), Version 1. https://doi.org/10.1594/PANGAEA.716595
  29. König-Langlo, G (2009): Meteorological synoptical observations from Neumayer Station (2008-06), Version 1. https://doi.org/10.1594/PANGAEA.716596
  30. König-Langlo, G (2009): Meteorological synoptical observations from Neumayer Station (2008-07), Version 1. https://doi.org/10.1594/PANGAEA.716597
  31. König-Langlo, G (2009): Meteorological synoptical observations from Neumayer Station (2008-08), Version 1. https://doi.org/10.1594/PANGAEA.716598
  32. König-Langlo, G (2009): Meteorological synoptical observations from Neumayer Station (2008-09), Version 1. https://doi.org/10.1594/PANGAEA.716599
  33. König-Langlo, G (2009): Meteorological synoptical observations from Neumayer Station (2008-10), Version 1. https://doi.org/10.1594/PANGAEA.716600
  34. König-Langlo, G (2009): Meteorological synoptical observations from Neumayer Station (2008-11), Version 1. https://doi.org/10.1594/PANGAEA.716601
  35. König-Langlo, G (2009): Meteorological synoptical observations from Neumayer Station (2008-12), Version 1. https://doi.org/10.1594/PANGAEA.716602
  36. König-Langlo, G (2009): Meteorological synoptical observations from Neumayer Station (2009-01), Version 1. https://doi.org/10.1594/PANGAEA.716603
  37. König-Langlo, G (2010): Meteorological synoptical observations from Neumayer Station (2009-02), Version 1. https://doi.org/10.1594/PANGAEA.736358
  38. König-Langlo, G (2010): Meteorological synoptical observations from Neumayer Station (2009-03). https://doi.org/10.1594/PANGAEA.736373
  39. König-Langlo, G (2010): Meteorological synoptical observations from Neumayer Station (2009-04). https://doi.org/10.1594/PANGAEA.736377
  40. König-Langlo, G (2010): Meteorological synoptical observations from Neumayer Station (2009-05). https://doi.org/10.1594/PANGAEA.736381
  41. König-Langlo, G (2010): Meteorological synoptical observations from Neumayer Station (2009-06). https://doi.org/10.1594/PANGAEA.736385
  42. König-Langlo, G (2010): Meteorological synoptical observations from Neumayer Station (2009-07). https://doi.org/10.1594/PANGAEA.736389
  43. König-Langlo, G (2010): Meteorological synoptical observations from Neumayer Station (2009-08). https://doi.org/10.1594/PANGAEA.736393
  44. König-Langlo, G (2010): Meteorological synoptical observations from Neumayer Station (2009-09). https://doi.org/10.1594/PANGAEA.736397
  45. König-Langlo, G (2010): Meteorological synoptical observations from Neumayer Station (2009-10). https://doi.org/10.1594/PANGAEA.736401
  46. König-Langlo, G (2010): Meteorological synoptical observations from Neumayer Station (2009-11). https://doi.org/10.1594/PANGAEA.736405
  47. König-Langlo, G (2010): Meteorological synoptical observations from Neumayer Station (2009-12). https://doi.org/10.1594/PANGAEA.736409
  48. König-Langlo, G (2010): Meteorological synoptical observations from Neumayer Station (2010-01). https://doi.org/10.1594/PANGAEA.736415
  49. König-Langlo, G (2011): Meteorological synoptical observations from Neumayer Station (2010-02). https://doi.org/10.1594/PANGAEA.759429
  50. König-Langlo, G (2011): Meteorological synoptical observations from Neumayer Station (2010-03). https://doi.org/10.1594/PANGAEA.759434
  51. König-Langlo, G (2011): Meteorological synoptical observations from Neumayer Station (2010-04). https://doi.org/10.1594/PANGAEA.759439
  52. König-Langlo, G (2011): Meteorological synoptical observations from Neumayer Station (2010-05). https://doi.org/10.1594/PANGAEA.759446
  53. König-Langlo, G (2011): Meteorological synoptical observations from Neumayer Station (2010-06). https://doi.org/10.1594/PANGAEA.759451
  54. König-Langlo, G (2011): Meteorological synoptical observations from Neumayer Station (2010-07). https://doi.org/10.1594/PANGAEA.759456
  55. König-Langlo, G (2011): Meteorological synoptical observations from Neumayer Station (2010-08). https://doi.org/10.1594/PANGAEA.759461
  56. König-Langlo, G (2011): Meteorological synoptical observations from Neumayer Station (2010-09). https://doi.org/10.1594/PANGAEA.759466
  57. König-Langlo, G (2011): Meteorological synoptical observations from Neumayer Station (2010-10). https://doi.org/10.1594/PANGAEA.759471
  58. König-Langlo, G (2011): Meteorological synoptical observations from Neumayer Station (2010-11). https://doi.org/10.1594/PANGAEA.759476
  59. König-Langlo, G (2011): Meteorological synoptical observations from Neumayer Station (2010-12). https://doi.org/10.1594/PANGAEA.759482
  60. König-Langlo, G (2011): Meteorological synoptical observations from Neumayer Station (2011-01). https://doi.org/10.1594/PANGAEA.759487
  61. König-Langlo, G (2012): Meteorological synoptical observations from Neumayer Station (2011-02). https://doi.org/10.1594/PANGAEA.783172
  62. König-Langlo, G (2012): Meteorological synoptical observations from Neumayer Station (2011-03). https://doi.org/10.1594/PANGAEA.783177
  63. König-Langlo, G (2012): Meteorological synoptical observations from Neumayer Station (2011-04). https://doi.org/10.1594/PANGAEA.783182
  64. König-Langlo, G (2012): Meteorological synoptical observations from Neumayer Station (2011-05). https://doi.org/10.1594/PANGAEA.783187
  65. König-Langlo, G (2012): Meteorological synoptical observations from Neumayer Station (2011-06). https://doi.org/10.1594/PANGAEA.783192
  66. König-Langlo, G (2012): Meteorological synoptical observations from Neumayer Station (2011-07). https://doi.org/10.1594/PANGAEA.783197
  67. König-Langlo, G (2012): Meteorological synoptical observations from Neumayer Station (2011-08). https://doi.org/10.1594/PANGAEA.783604
  68. König-Langlo, G (2012): Meteorological synoptical observations from Neumayer Station (2011-09). https://doi.org/10.1594/PANGAEA.783609
  69. König-Langlo, G (2012): Meteorological synoptical observations from Neumayer Station (2011-10). https://doi.org/10.1594/PANGAEA.783614
  70. König-Langlo, G (2012): Meteorological synoptical observations from Neumayer Station (2011-11). https://doi.org/10.1594/PANGAEA.783619
  71. König-Langlo, G (2012): Meteorological synoptical observations from Neumayer Station (2011-12). https://doi.org/10.1594/PANGAEA.783624
  72. König-Langlo, G (2012): Meteorological synoptical observations from Neumayer Station (2012-01). https://doi.org/10.1594/PANGAEA.783629
  73. König-Langlo, G (2013): Meteorological synoptical observations from Neumayer Station (2012-02). https://doi.org/10.1594/PANGAEA.811820
  74. König-Langlo, G (2013): Meteorological synoptical observations from Neumayer Station (2012-03). https://doi.org/10.1594/PANGAEA.811844
  75. König-Langlo, G (2013): Meteorological synoptical observations from Neumayer Station (2012-04). https://doi.org/10.1594/PANGAEA.811849
  76. König-Langlo, G (2013): Meteorological synoptical observations from Neumayer Station (2012-05). https://doi.org/10.1594/PANGAEA.811854
  77. König-Langlo, G (2013): Meteorological synoptical observations from Neumayer Station (2012-06). https://doi.org/10.1594/PANGAEA.811859
  78. König-Langlo, G (2013): Meteorological synoptical observations from Neumayer Station (2012-07). https://doi.org/10.1594/PANGAEA.811864
  79. König-Langlo, G (2013): Meteorological synoptical observations from Neumayer Station (2012-08). https://doi.org/10.1594/PANGAEA.811869
  80. König-Langlo, G (2013): Meteorological synoptical observations from Neumayer Station (2012-09). https://doi.org/10.1594/PANGAEA.811874
  81. König-Langlo, G (2013): Meteorological synoptical observations from Neumayer Station (2012-10). https://doi.org/10.1594/PANGAEA.811879
  82. König-Langlo, G (2013): Meteorological synoptical observations from Neumayer Station (2012-11). https://doi.org/10.1594/PANGAEA.811884
  83. König-Langlo, G (2013): Meteorological synoptical observations from Neumayer Station (2012-12). https://doi.org/10.1594/PANGAEA.811889
  84. König-Langlo, G (2013): Meteorological synoptical observations from Neumayer Station (2013-01). https://doi.org/10.1594/PANGAEA.811894

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