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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 Georg-von-Neumayer Station (1988-03). https://doi.org/10.1594/PANGAEA.681967
  2. König-Langlo, G (2008): Meteorological synoptical observations from Georg-von-Neumayer Station (1988-04). https://doi.org/10.1594/PANGAEA.681968
  3. König-Langlo, G (2008): Meteorological synoptical observations from Georg-von-Neumayer Station (1988-05). https://doi.org/10.1594/PANGAEA.681969
  4. König-Langlo, G (2008): Meteorological synoptical observations from Georg-von-Neumayer Station (1988-06). https://doi.org/10.1594/PANGAEA.681970
  5. König-Langlo, G (2008): Meteorological synoptical observations from Georg-von-Neumayer Station (1988-07). https://doi.org/10.1594/PANGAEA.681971
  6. König-Langlo, G (2008): Meteorological synoptical observations from Georg-von-Neumayer Station (1988-08). https://doi.org/10.1594/PANGAEA.681972
  7. König-Langlo, G (2008): Meteorological synoptical observations from Georg-von-Neumayer Station (1988-09). https://doi.org/10.1594/PANGAEA.681973
  8. König-Langlo, G (2008): Meteorological synoptical observations from Georg-von-Neumayer Station (1988-10). https://doi.org/10.1594/PANGAEA.681974
  9. König-Langlo, G (2008): Meteorological synoptical observations from Georg-von-Neumayer Station (1988-11). https://doi.org/10.1594/PANGAEA.681975
  10. König-Langlo, G (2008): Meteorological synoptical observations from Georg-von-Neumayer Station (1988-12). https://doi.org/10.1594/PANGAEA.681976
  11. König-Langlo, G (2008): Meteorological synoptical observations from Georg-von-Neumayer Station (1989-01). https://doi.org/10.1594/PANGAEA.681977
  12. König-Langlo, G (2008): Meteorological synoptical observations from Georg-von-Neumayer Station (1989-02). https://doi.org/10.1594/PANGAEA.681978
  13. König-Langlo, G (2008): Meteorological synoptical observations from Georg-von-Neumayer Station (1989-03). https://doi.org/10.1594/PANGAEA.681979
  14. König-Langlo, G (2008): Meteorological synoptical observations from Georg-von-Neumayer Station (1989-04). https://doi.org/10.1594/PANGAEA.681980
  15. König-Langlo, G (2008): Meteorological synoptical observations from Georg-von-Neumayer Station (1989-05). https://doi.org/10.1594/PANGAEA.681981
  16. König-Langlo, G (2008): Meteorological synoptical observations from Georg-von-Neumayer Station (1989-06). https://doi.org/10.1594/PANGAEA.681982
  17. König-Langlo, G (2008): Meteorological synoptical observations from Georg-von-Neumayer Station (1989-07). https://doi.org/10.1594/PANGAEA.681983
  18. König-Langlo, G (2008): Meteorological synoptical observations from Georg-von-Neumayer Station (1989-08). https://doi.org/10.1594/PANGAEA.681984
  19. König-Langlo, G (2008): Meteorological synoptical observations from Georg-von-Neumayer Station (1989-09). https://doi.org/10.1594/PANGAEA.681985
  20. König-Langlo, G (2008): Meteorological synoptical observations from Georg-von-Neumayer Station (1989-10). https://doi.org/10.1594/PANGAEA.681986
  21. König-Langlo, G (2008): Meteorological synoptical observations from Georg-von-Neumayer Station (1989-11). https://doi.org/10.1594/PANGAEA.681987
  22. König-Langlo, G (2008): Meteorological synoptical observations from Georg-von-Neumayer Station (1989-12). https://doi.org/10.1594/PANGAEA.681988
  23. König-Langlo, G (2008): Meteorological synoptical observations from Georg-von-Neumayer Station (1990-01). https://doi.org/10.1594/PANGAEA.681989
  24. König-Langlo, G (2008): Meteorological synoptical observations from Georg-von-Neumayer Station (1990-02). https://doi.org/10.1594/PANGAEA.681990
  25. König-Langlo, G (2008): Meteorological synoptical observations from Georg-von-Neumayer Station (1990-03). https://doi.org/10.1594/PANGAEA.681991
  26. König-Langlo, G (2008): Meteorological synoptical observations from Georg-von-Neumayer Station (1990-04). https://doi.org/10.1594/PANGAEA.681992
  27. König-Langlo, G (2008): Meteorological synoptical observations from Georg-von-Neumayer Station (1990-05). https://doi.org/10.1594/PANGAEA.681993
  28. König-Langlo, G (2008): Meteorological synoptical observations from Georg-von-Neumayer Station (1990-06). https://doi.org/10.1594/PANGAEA.681994
  29. König-Langlo, G (2008): Meteorological synoptical observations from Georg-von-Neumayer Station (1990-07). https://doi.org/10.1594/PANGAEA.681995
  30. König-Langlo, G (2008): Meteorological synoptical observations from Georg-von-Neumayer Station (1990-08). https://doi.org/10.1594/PANGAEA.681996
  31. König-Langlo, G (2008): Meteorological synoptical observations from Georg-von-Neumayer Station (1990-09). https://doi.org/10.1594/PANGAEA.681997
  32. König-Langlo, G (2008): Meteorological synoptical observations from Georg-von-Neumayer Station (1990-10). https://doi.org/10.1594/PANGAEA.681998
  33. König-Langlo, G (2008): Meteorological synoptical observations from Georg-von-Neumayer Station (1990-11). https://doi.org/10.1594/PANGAEA.681999
  34. König-Langlo, G (2008): Meteorological synoptical observations from Georg-von-Neumayer Station (1990-12). https://doi.org/10.1594/PANGAEA.682000
  35. König-Langlo, G (2008): Meteorological synoptical observations from Georg-von-Neumayer Station (1991-01). https://doi.org/10.1594/PANGAEA.682001
  36. König-Langlo, G (2008): Meteorological synoptical observations from Georg-von-Neumayer Station (1991-02). https://doi.org/10.1594/PANGAEA.682002
  37. König-Langlo, G (2008): Meteorological synoptical observations from Georg-von-Neumayer Station (1991-03). https://doi.org/10.1594/PANGAEA.682003
  38. König-Langlo, G (2008): Meteorological synoptical observations from Georg-von-Neumayer Station (1991-04). https://doi.org/10.1594/PANGAEA.682004
  39. König-Langlo, G (2008): Meteorological synoptical observations from Georg-von-Neumayer Station (1991-05). https://doi.org/10.1594/PANGAEA.682005
  40. König-Langlo, G (2008): Meteorological synoptical observations from Georg-von-Neumayer Station (1991-06). https://doi.org/10.1594/PANGAEA.682006
  41. König-Langlo, G (2008): Meteorological synoptical observations from Georg-von-Neumayer Station (1991-07). https://doi.org/10.1594/PANGAEA.682007
  42. König-Langlo, G (2008): Meteorological synoptical observations from Georg-von-Neumayer Station (1991-08). https://doi.org/10.1594/PANGAEA.682008
  43. König-Langlo, G (2008): Meteorological synoptical observations from Georg-von-Neumayer Station (1991-09). https://doi.org/10.1594/PANGAEA.682009
  44. König-Langlo, G (2008): Meteorological synoptical observations from Georg-von-Neumayer Station (1991-10). https://doi.org/10.1594/PANGAEA.682010
  45. König-Langlo, G (2008): Meteorological synoptical observations from Georg-von-Neumayer Station (1991-11). https://doi.org/10.1594/PANGAEA.682011
  46. König-Langlo, G (2008): Meteorological synoptical observations from Georg-von-Neumayer Station (1991-12). https://doi.org/10.1594/PANGAEA.682012
  47. König-Langlo, G (2008): Meteorological synoptical observations from Georg-von-Neumayer Station (1992-02). https://doi.org/10.1594/PANGAEA.681322
  48. König-Langlo, G (2008): Meteorological synoptical observations from Neumayer Station (1992-03). https://doi.org/10.1594/PANGAEA.680812
  49. König-Langlo, G (2008): Meteorological synoptical observations from Neumayer Station (1992-04). https://doi.org/10.1594/PANGAEA.680829
  50. König-Langlo, G (2008): Meteorological synoptical observations from Neumayer Station (1992-05). https://doi.org/10.1594/PANGAEA.680830
  51. König-Langlo, G (2008): Meteorological synoptical observations from Neumayer Station (1992-06). https://doi.org/10.1594/PANGAEA.680831
  52. König-Langlo, G (2008): Meteorological synoptical observations from Neumayer Station (1992-07). https://doi.org/10.1594/PANGAEA.680832
  53. König-Langlo, G (2008): Meteorological synoptical observations from Neumayer Station (1992-08). https://doi.org/10.1594/PANGAEA.680833
  54. König-Langlo, G (2008): Meteorological synoptical observations from Neumayer Station (1992-09). https://doi.org/10.1594/PANGAEA.680834
  55. König-Langlo, G (2008): Meteorological synoptical observations from Neumayer Station (1992-10). https://doi.org/10.1594/PANGAEA.680835
  56. König-Langlo, G (2008): Meteorological synoptical observations from Neumayer Station (1992-11). https://doi.org/10.1594/PANGAEA.680836
  57. König-Langlo, G (2008): Meteorological synoptical observations from Neumayer Station (1992-12). https://doi.org/10.1594/PANGAEA.680837
  58. König-Langlo, G (2008): Meteorological synoptical observations from Neumayer Station (1994-03). https://doi.org/10.1594/PANGAEA.680940
  59. König-Langlo, G (2008): Meteorological synoptical observations from Neumayer Station (1994-04). https://doi.org/10.1594/PANGAEA.680941
  60. König-Langlo, G (2008): Meteorological synoptical observations from Neumayer Station (1994-05). https://doi.org/10.1594/PANGAEA.680942
  61. König-Langlo, G (2008): Meteorological synoptical observations from Neumayer Station (1994-06). https://doi.org/10.1594/PANGAEA.680943
  62. König-Langlo, G (2008): Meteorological synoptical observations from Neumayer Station (1994-07). https://doi.org/10.1594/PANGAEA.680944
  63. König-Langlo, G (2008): Meteorological synoptical observations from Neumayer Station (1994-08). https://doi.org/10.1594/PANGAEA.680945
  64. König-Langlo, G (2008): Meteorological synoptical observations from Neumayer Station (1994-09). https://doi.org/10.1594/PANGAEA.680946
  65. König-Langlo, G (2008): Meteorological synoptical observations from Neumayer Station (1994-10). https://doi.org/10.1594/PANGAEA.680947
  66. König-Langlo, G (2008): Meteorological synoptical observations from Neumayer Station (1994-11). https://doi.org/10.1594/PANGAEA.680948
  67. König-Langlo, G (2008): Meteorological synoptical observations from Neumayer Station (1994-12). https://doi.org/10.1594/PANGAEA.680949
  68. König-Langlo, G (2008): Meteorological synoptical observations from Neumayer Station (1995-01). https://doi.org/10.1594/PANGAEA.680950
  69. König-Langlo, G (2008): Meteorological synoptical observations from Neumayer Station (1995-02). https://doi.org/10.1594/PANGAEA.680951
  70. König-Langlo, G (2008): Meteorological synoptical observations from Neumayer Station (1995-03). https://doi.org/10.1594/PANGAEA.680952
  71. König-Langlo, G (2008): Meteorological synoptical observations from Neumayer Station (1995-04). https://doi.org/10.1594/PANGAEA.680953
  72. König-Langlo, G (2008): Meteorological synoptical observations from Neumayer Station (1995-05). https://doi.org/10.1594/PANGAEA.680954
  73. König-Langlo, G (2008): Meteorological synoptical observations from Neumayer Station (1995-06). https://doi.org/10.1594/PANGAEA.680955
  74. König-Langlo, G (2008): Meteorological synoptical observations from Neumayer Station (1995-07). https://doi.org/10.1594/PANGAEA.680956
  75. König-Langlo, G (2008): Meteorological synoptical observations from Neumayer Station (1995-08). https://doi.org/10.1594/PANGAEA.680957
  76. König-Langlo, G (2008): Meteorological synoptical observations from Neumayer Station (1995-09). https://doi.org/10.1594/PANGAEA.680958
  77. König-Langlo, G (2008): Meteorological synoptical observations from Neumayer Station (1995-10). https://doi.org/10.1594/PANGAEA.680959
  78. König-Langlo, G (2008): Meteorological synoptical observations from Neumayer Station (1995-11). https://doi.org/10.1594/PANGAEA.680960
  79. König-Langlo, G (2008): Meteorological synoptical observations from Neumayer Station (1995-12). https://doi.org/10.1594/PANGAEA.680961
  80. König-Langlo, G (2008): Meteorological synoptical observations from Neumayer Station (1996-01). https://doi.org/10.1594/PANGAEA.680962
  81. König-Langlo, G (2008): Meteorological synoptical observations from Neumayer Station (1996-02). https://doi.org/10.1594/PANGAEA.680963
  82. König-Langlo, G (2008): Meteorological synoptical observations from Neumayer Station (1996-03). https://doi.org/10.1594/PANGAEA.680964
  83. König-Langlo, G (2008): Meteorological synoptical observations from Neumayer Station (1996-04). https://doi.org/10.1594/PANGAEA.680965
  84. König-Langlo, G (2008): Meteorological synoptical observations from Neumayer Station (1996-05). https://doi.org/10.1594/PANGAEA.680966
  85. König-Langlo, G (2008): Meteorological synoptical observations from Neumayer Station (1996-06). https://doi.org/10.1594/PANGAEA.680967
  86. König-Langlo, G (2008): Meteorological synoptical observations from Neumayer Station (1996-07). https://doi.org/10.1594/PANGAEA.680968
  87. König-Langlo, G (2008): Meteorological synoptical observations from Neumayer Station (1996-08). https://doi.org/10.1594/PANGAEA.680969
  88. König-Langlo, G (2008): Meteorological synoptical observations from Neumayer Station (1996-09). https://doi.org/10.1594/PANGAEA.680970
  89. König-Langlo, G (2008): Meteorological synoptical observations from Neumayer Station (1996-10). https://doi.org/10.1594/PANGAEA.680971
  90. König-Langlo, G (2008): Meteorological synoptical observations from Neumayer Station (1996-11). https://doi.org/10.1594/PANGAEA.680972
  91. König-Langlo, G (2008): Meteorological synoptical observations from Neumayer Station (1996-12). https://doi.org/10.1594/PANGAEA.680973
  92. König-Langlo, G (2008): Meteorological synoptical observations from Neumayer Station (1997-01). https://doi.org/10.1594/PANGAEA.680974
  93. König-Langlo, G (2008): Meteorological synoptical observations from Neumayer Station (1997-02). https://doi.org/10.1594/PANGAEA.680975
  94. König-Langlo, G (2008): Meteorological synoptical observations from Neumayer Station (1997-03). https://doi.org/10.1594/PANGAEA.680976
  95. König-Langlo, G (2008): Meteorological synoptical observations from Neumayer Station (1997-04). https://doi.org/10.1594/PANGAEA.680977
  96. König-Langlo, G (2008): Meteorological synoptical observations from Neumayer Station (1997-05). https://doi.org/10.1594/PANGAEA.680978
  97. König-Langlo, G (2008): Meteorological synoptical observations from Neumayer Station (1997-06). https://doi.org/10.1594/PANGAEA.680979
  98. König-Langlo, G (2008): Meteorological synoptical observations from Neumayer Station (1997-07). https://doi.org/10.1594/PANGAEA.680980
  99. König-Langlo, G (2008): Meteorological synoptical observations from Neumayer Station (1997-08). https://doi.org/10.1594/PANGAEA.680981
  100. König-Langlo, G (2008): Meteorological synoptical observations from Neumayer Station (1997-09). https://doi.org/10.1594/PANGAEA.680982

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