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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 (1997-10). https://doi.org/10.1594/PANGAEA.680983
  2. König-Langlo, G (2008): Meteorological synoptical observations from Neumayer Station (1997-11). https://doi.org/10.1594/PANGAEA.680984
  3. König-Langlo, G (2008): Meteorological synoptical observations from Neumayer Station (1997-12). https://doi.org/10.1594/PANGAEA.680985
  4. König-Langlo, G (2008): Meteorological synoptical observations from Neumayer Station (1998-01). https://doi.org/10.1594/PANGAEA.680986
  5. König-Langlo, G (2008): Meteorological synoptical observations from Neumayer Station (1998-02). https://doi.org/10.1594/PANGAEA.680987
  6. König-Langlo, G (2008): Meteorological synoptical observations from Neumayer Station (1998-03). https://doi.org/10.1594/PANGAEA.680988
  7. König-Langlo, G (2008): Meteorological synoptical observations from Neumayer Station (1998-04). https://doi.org/10.1594/PANGAEA.680989
  8. König-Langlo, G (2008): Meteorological synoptical observations from Neumayer Station (1998-05). https://doi.org/10.1594/PANGAEA.680990
  9. König-Langlo, G (2008): Meteorological synoptical observations from Neumayer Station (1998-06). https://doi.org/10.1594/PANGAEA.680991
  10. König-Langlo, G (2008): Meteorological synoptical observations from Neumayer Station (1998-07). https://doi.org/10.1594/PANGAEA.680992
  11. König-Langlo, G (2008): Meteorological synoptical observations from Neumayer Station (1998-08). https://doi.org/10.1594/PANGAEA.680993
  12. König-Langlo, G (2008): Meteorological synoptical observations from Neumayer Station (1998-09). https://doi.org/10.1594/PANGAEA.680994
  13. König-Langlo, G (2008): Meteorological synoptical observations from Neumayer Station (1998-10). https://doi.org/10.1594/PANGAEA.680995
  14. König-Langlo, G (2008): Meteorological synoptical observations from Neumayer Station (1998-11). https://doi.org/10.1594/PANGAEA.680996
  15. König-Langlo, G (2008): Meteorological synoptical observations from Neumayer Station (1998-12). https://doi.org/10.1594/PANGAEA.680997
  16. König-Langlo, G (2008): Meteorological synoptical observations from Neumayer Station (1999-01). https://doi.org/10.1594/PANGAEA.680998
  17. König-Langlo, G (2008): Meteorological synoptical observations from Neumayer Station (1999-02). https://doi.org/10.1594/PANGAEA.680999
  18. König-Langlo, G (2008): Meteorological synoptical observations from Neumayer Station (1999-03). https://doi.org/10.1594/PANGAEA.681000
  19. König-Langlo, G (2008): Meteorological synoptical observations from Neumayer Station (1999-04). https://doi.org/10.1594/PANGAEA.681001
  20. König-Langlo, G (2008): Meteorological synoptical observations from Neumayer Station (1999-05). https://doi.org/10.1594/PANGAEA.681002
  21. König-Langlo, G (2008): Meteorological synoptical observations from Neumayer Station (1999-06). https://doi.org/10.1594/PANGAEA.681003
  22. König-Langlo, G (2008): Meteorological synoptical observations from Neumayer Station (1999-07). https://doi.org/10.1594/PANGAEA.681004
  23. König-Langlo, G (2008): Meteorological synoptical observations from Neumayer Station (1999-08). https://doi.org/10.1594/PANGAEA.681005
  24. König-Langlo, G (2008): Meteorological synoptical observations from Neumayer Station (1999-09). https://doi.org/10.1594/PANGAEA.681006
  25. König-Langlo, G (2008): Meteorological synoptical observations from Neumayer Station (1999-10). https://doi.org/10.1594/PANGAEA.681007
  26. König-Langlo, G (2008): Meteorological synoptical observations from Neumayer Station (1999-11). https://doi.org/10.1594/PANGAEA.681008
  27. König-Langlo, G (2008): Meteorological synoptical observations from Neumayer Station (1999-12). https://doi.org/10.1594/PANGAEA.681009
  28. König-Langlo, G (2008): Meteorological synoptical observations from Neumayer Station (2000-01). https://doi.org/10.1594/PANGAEA.681010
  29. König-Langlo, G (2008): Meteorological synoptical observations from Neumayer Station (2000-02). https://doi.org/10.1594/PANGAEA.681011
  30. König-Langlo, G (2008): Meteorological synoptical observations from Neumayer Station (2000-03). https://doi.org/10.1594/PANGAEA.681012
  31. König-Langlo, G (2008): Meteorological synoptical observations from Neumayer Station (2000-04). https://doi.org/10.1594/PANGAEA.681013
  32. König-Langlo, G (2008): Meteorological synoptical observations from Neumayer Station (2000-05). https://doi.org/10.1594/PANGAEA.681014
  33. König-Langlo, G (2008): Meteorological synoptical observations from Neumayer Station (2000-06). https://doi.org/10.1594/PANGAEA.681015
  34. König-Langlo, G (2008): Meteorological synoptical observations from Neumayer Station (2000-07). https://doi.org/10.1594/PANGAEA.681016
  35. König-Langlo, G (2008): Meteorological synoptical observations from Neumayer Station (2000-08). https://doi.org/10.1594/PANGAEA.681017
  36. König-Langlo, G (2008): Meteorological synoptical observations from Neumayer Station (2000-09). https://doi.org/10.1594/PANGAEA.681018
  37. König-Langlo, G (2008): Meteorological synoptical observations from Neumayer Station (2000-10). https://doi.org/10.1594/PANGAEA.681019
  38. König-Langlo, G (2008): Meteorological synoptical observations from Neumayer Station (2000-11). https://doi.org/10.1594/PANGAEA.681020
  39. König-Langlo, G (2008): Meteorological synoptical observations from Neumayer Station (2000-12). https://doi.org/10.1594/PANGAEA.681021
  40. König-Langlo, G (2008): Meteorological synoptical observations from Neumayer Station (2001-01). https://doi.org/10.1594/PANGAEA.681022
  41. König-Langlo, G (2008): Meteorological synoptical observations from Neumayer Station (2001-02). https://doi.org/10.1594/PANGAEA.681023
  42. König-Langlo, G (2008): Meteorological synoptical observations from Neumayer Station (2001-03). https://doi.org/10.1594/PANGAEA.681024
  43. König-Langlo, G (2008): Meteorological synoptical observations from Neumayer Station (2001-04). https://doi.org/10.1594/PANGAEA.681025
  44. König-Langlo, G (2008): Meteorological synoptical observations from Neumayer Station (2001-05). https://doi.org/10.1594/PANGAEA.681026
  45. König-Langlo, G (2008): Meteorological synoptical observations from Neumayer Station (2001-06). https://doi.org/10.1594/PANGAEA.681027
  46. König-Langlo, G (2008): Meteorological synoptical observations from Neumayer Station (2001-07). https://doi.org/10.1594/PANGAEA.681028
  47. König-Langlo, G (2008): Meteorological synoptical observations from Neumayer Station (2001-08). https://doi.org/10.1594/PANGAEA.681029
  48. König-Langlo, G (2008): Meteorological synoptical observations from Neumayer Station (2001-09). https://doi.org/10.1594/PANGAEA.681030
  49. König-Langlo, G (2008): Meteorological synoptical observations from Neumayer Station (2001-10). https://doi.org/10.1594/PANGAEA.681031
  50. König-Langlo, G (2008): Meteorological synoptical observations from Neumayer Station (2001-11). https://doi.org/10.1594/PANGAEA.681032
  51. König-Langlo, G (2008): Meteorological synoptical observations from Neumayer Station (2001-12). https://doi.org/10.1594/PANGAEA.681033
  52. König-Langlo, G (2008): Meteorological synoptical observations from Neumayer Station (2002-01). https://doi.org/10.1594/PANGAEA.681034
  53. König-Langlo, G (2008): Meteorological synoptical observations from Neumayer Station (2002-02). https://doi.org/10.1594/PANGAEA.681035
  54. König-Langlo, G (2008): Meteorological synoptical observations from Neumayer Station (2002-03). https://doi.org/10.1594/PANGAEA.681036
  55. König-Langlo, G (2008): Meteorological synoptical observations from Neumayer Station (2002-04). https://doi.org/10.1594/PANGAEA.681037
  56. König-Langlo, G (2008): Meteorological synoptical observations from Neumayer Station (2002-05). https://doi.org/10.1594/PANGAEA.681038
  57. König-Langlo, G (2008): Meteorological synoptical observations from Neumayer Station (2002-06). https://doi.org/10.1594/PANGAEA.681039
  58. König-Langlo, G (2008): Meteorological synoptical observations from Neumayer Station (2002-07). https://doi.org/10.1594/PANGAEA.681040
  59. König-Langlo, G (2008): Meteorological synoptical observations from Neumayer Station (2002-08). https://doi.org/10.1594/PANGAEA.681041
  60. König-Langlo, G (2008): Meteorological synoptical observations from Neumayer Station (2002-09). https://doi.org/10.1594/PANGAEA.681042
  61. König-Langlo, G (2008): Meteorological synoptical observations from Neumayer Station (2002-10). https://doi.org/10.1594/PANGAEA.681043
  62. König-Langlo, G (2008): Meteorological synoptical observations from Neumayer Station (2002-11). https://doi.org/10.1594/PANGAEA.681044
  63. König-Langlo, G (2008): Meteorological synoptical observations from Neumayer Station (2002-12). https://doi.org/10.1594/PANGAEA.681045
  64. König-Langlo, G (2008): Meteorological synoptical observations from Neumayer Station (2003-01). https://doi.org/10.1594/PANGAEA.681046
  65. König-Langlo, G (2008): Meteorological synoptical observations from Neumayer Station (2003-02). https://doi.org/10.1594/PANGAEA.681047
  66. König-Langlo, G (2008): Meteorological synoptical observations from Neumayer Station (2003-03). https://doi.org/10.1594/PANGAEA.681048
  67. König-Langlo, G (2008): Meteorological synoptical observations from Neumayer Station (2003-04). https://doi.org/10.1594/PANGAEA.681049
  68. König-Langlo, G (2008): Meteorological synoptical observations from Neumayer Station (2003-05). https://doi.org/10.1594/PANGAEA.681050
  69. König-Langlo, G (2008): Meteorological synoptical observations from Neumayer Station (2003-06). https://doi.org/10.1594/PANGAEA.681051
  70. König-Langlo, G (2008): Meteorological synoptical observations from Neumayer Station (2003-07). https://doi.org/10.1594/PANGAEA.681052
  71. König-Langlo, G (2008): Meteorological synoptical observations from Neumayer Station (2003-08). https://doi.org/10.1594/PANGAEA.681053
  72. König-Langlo, G (2008): Meteorological synoptical observations from Neumayer Station (2003-09). https://doi.org/10.1594/PANGAEA.681054
  73. König-Langlo, G (2008): Meteorological synoptical observations from Neumayer Station (2003-10). https://doi.org/10.1594/PANGAEA.681055
  74. König-Langlo, G (2008): Meteorological synoptical observations from Neumayer Station (2003-11). https://doi.org/10.1594/PANGAEA.681056
  75. König-Langlo, G (2008): Meteorological synoptical observations from Neumayer Station (2003-12). https://doi.org/10.1594/PANGAEA.681057
  76. König-Langlo, G (2008): Meteorological synoptical observations from Neumayer Station (2004-01). https://doi.org/10.1594/PANGAEA.681058
  77. König-Langlo, G (2008): Meteorological synoptical observations from Neumayer Station (2004-02). https://doi.org/10.1594/PANGAEA.681059
  78. König-Langlo, G (2008): Meteorological synoptical observations from Neumayer Station (2004-03). https://doi.org/10.1594/PANGAEA.681060
  79. König-Langlo, G (2008): Meteorological synoptical observations from Neumayer Station (2004-04). https://doi.org/10.1594/PANGAEA.681061
  80. König-Langlo, G (2008): Meteorological synoptical observations from Neumayer Station (2004-05). https://doi.org/10.1594/PANGAEA.681062
  81. König-Langlo, G (2008): Meteorological synoptical observations from Neumayer Station (2004-06). https://doi.org/10.1594/PANGAEA.681063
  82. König-Langlo, G (2008): Meteorological synoptical observations from Neumayer Station (2004-07). https://doi.org/10.1594/PANGAEA.681064
  83. König-Langlo, G (2008): Meteorological synoptical observations from Neumayer Station (2004-08). https://doi.org/10.1594/PANGAEA.681065
  84. König-Langlo, G (2008): Meteorological synoptical observations from Neumayer Station (2004-09). https://doi.org/10.1594/PANGAEA.681066
  85. König-Langlo, G (2008): Meteorological synoptical observations from Neumayer Station (2004-10). https://doi.org/10.1594/PANGAEA.681067
  86. König-Langlo, G (2008): Meteorological synoptical observations from Neumayer Station (2004-11). https://doi.org/10.1594/PANGAEA.681068
  87. König-Langlo, G (2008): Meteorological synoptical observations from Neumayer Station (2004-12). https://doi.org/10.1594/PANGAEA.681069
  88. König-Langlo, G (2008): Meteorological synoptical observations from Neumayer Station (2005-01). https://doi.org/10.1594/PANGAEA.681070
  89. König-Langlo, G (2008): Meteorological synoptical observations from Neumayer Station (2005-02). https://doi.org/10.1594/PANGAEA.681071
  90. König-Langlo, G (2008): Meteorological synoptical observations from Neumayer Station (2005-03). https://doi.org/10.1594/PANGAEA.681072
  91. König-Langlo, G (2008): Meteorological synoptical observations from Neumayer Station (2005-04). https://doi.org/10.1594/PANGAEA.681073
  92. König-Langlo, G (2008): Meteorological synoptical observations from Neumayer Station (2005-05). https://doi.org/10.1594/PANGAEA.681074
  93. König-Langlo, G (2008): Meteorological synoptical observations from Neumayer Station (2005-06). https://doi.org/10.1594/PANGAEA.681075
  94. König-Langlo, G (2008): Meteorological synoptical observations from Neumayer Station (2005-07). https://doi.org/10.1594/PANGAEA.681076
  95. König-Langlo, G (2008): Meteorological synoptical observations from Neumayer Station (2005-08). https://doi.org/10.1594/PANGAEA.681077
  96. König-Langlo, G (2008): Meteorological synoptical observations from Neumayer Station (2005-09). https://doi.org/10.1594/PANGAEA.681078
  97. König-Langlo, G (2008): Meteorological synoptical observations from Neumayer Station (2005-10). https://doi.org/10.1594/PANGAEA.681079
  98. König-Langlo, G (2008): Meteorological synoptical observations from Neumayer Station (2005-11). https://doi.org/10.1594/PANGAEA.681080
  99. König-Langlo, G (2008): Meteorological synoptical observations from Neumayer Station (2005-12). https://doi.org/10.1594/PANGAEA.681081
  100. König-Langlo, G (2008): Meteorological synoptical observations from Neumayer Station (2006-01). https://doi.org/10.1594/PANGAEA.681082

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