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Bernard, Jürgen; König-Langlo, Gert; Sieger, Rainer (2014): 30 years of synoptic observations from Neumayer Station with links to datasets. 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:
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_talk.mp4
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 * 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. Any user who accepts the BSRN data release guidelines (http://bsrn.awi.de/data/conditions-of-data-release) may ask Amelie Driemel (Amelie.Driemel@awi.de) to obtain an account to download these 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.
Size:
384 datasets

Datasets listed in this bibliography

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  1. König-Langlo, G (2005): Meteorological synoptical observations from Georg-von-Neumayer Station (1981-01). https://doi.org/10.1594/PANGAEA.271554
  2. König-Langlo, G (2005): Meteorological synoptical observations from Georg-von-Neumayer Station (1981-02). https://doi.org/10.1594/PANGAEA.271719
  3. König-Langlo, G (2005): Meteorological synoptical observations from Georg-von-Neumayer Station (1981-03). https://doi.org/10.1594/PANGAEA.271720
  4. König-Langlo, G (2005): Meteorological synoptical observations from Georg-von-Neumayer Station (1981-04). https://doi.org/10.1594/PANGAEA.271721
  5. König-Langlo, G (2005): Meteorological synoptical observations from Georg-von-Neumayer Station (1981-05). https://doi.org/10.1594/PANGAEA.271722
  6. König-Langlo, G (2005): Meteorological synoptical observations from Georg-von-Neumayer Station (1981-06). https://doi.org/10.1594/PANGAEA.271723
  7. König-Langlo, G (2005): Meteorological synoptical observations from Georg-von-Neumayer Station (1981-07). https://doi.org/10.1594/PANGAEA.271724
  8. König-Langlo, G (2005): Meteorological synoptical observations from Georg-von-Neumayer Station (1981-08). https://doi.org/10.1594/PANGAEA.271725
  9. König-Langlo, G (2005): Meteorological synoptical observations from Georg-von-Neumayer Station (1981-09). https://doi.org/10.1594/PANGAEA.271726
  10. König-Langlo, G (2005): Meteorological synoptical observations from Georg-von-Neumayer Station (1981-10). https://doi.org/10.1594/PANGAEA.271727
  11. König-Langlo, G (2005): Meteorological synoptical observations from Georg-von-Neumayer Station (1981-11). https://doi.org/10.1594/PANGAEA.269658
  12. König-Langlo, G (2005): Meteorological synoptical observations from Neumayer Station (1993-01). https://doi.org/10.1594/PANGAEA.271730
  13. König-Langlo, G (2005): Meteorological synoptical observations from Neumayer Station (1993-02). https://doi.org/10.1594/PANGAEA.271731
  14. König-Langlo, G (2005): Meteorological synoptical observations from Neumayer Station (1993-03). https://doi.org/10.1594/PANGAEA.271732
  15. König-Langlo, G (2005): Meteorological synoptical observations from Neumayer Station (1993-04). https://doi.org/10.1594/PANGAEA.271733
  16. König-Langlo, G (2005): Meteorological synoptical observations from Neumayer Station (1993-05). https://doi.org/10.1594/PANGAEA.271734
  17. König-Langlo, G (2005): Meteorological synoptical observations from Neumayer Station (1993-06). https://doi.org/10.1594/PANGAEA.271735
  18. König-Langlo, G (2005): Meteorological synoptical observations from Neumayer Station (1993-07). https://doi.org/10.1594/PANGAEA.271736
  19. König-Langlo, G (2005): Meteorological synoptical observations from Neumayer Station (1993-08). https://doi.org/10.1594/PANGAEA.271737
  20. König-Langlo, G (2005): Meteorological synoptical observations from Neumayer Station (1993-09). https://doi.org/10.1594/PANGAEA.271738
  21. König-Langlo, G (2005): Meteorological synoptical observations from Neumayer Station (1993-10). https://doi.org/10.1594/PANGAEA.271739
  22. König-Langlo, G (2005): Meteorological synoptical observations from Neumayer Station (1993-11). https://doi.org/10.1594/PANGAEA.271740
  23. König-Langlo, G (2005): Meteorological synoptical observations from Neumayer Station (1993-12). https://doi.org/10.1594/PANGAEA.269656
  24. König-Langlo, G (2007): Meteorological synoptical observations from Neumayer Station (1994-01). https://doi.org/10.1594/PANGAEA.464603
  25. König-Langlo, G (2007): Meteorological synoptical observations from Neumayer Station (1994-02). https://doi.org/10.1594/PANGAEA.615389
  26. König-Langlo, G (2008): Meteorological synoptical observations from Georg-von-Neumayer Station (1981-12). https://doi.org/10.1594/PANGAEA.681892
  27. König-Langlo, G (2008): Meteorological synoptical observations from Georg-von-Neumayer Station (1982-01). https://doi.org/10.1594/PANGAEA.681893
  28. König-Langlo, G (2008): Meteorological synoptical observations from Georg-von-Neumayer Station (1982-02). https://doi.org/10.1594/PANGAEA.681894
  29. König-Langlo, G (2008): Meteorological synoptical observations from Georg-von-Neumayer Station (1982-03). https://doi.org/10.1594/PANGAEA.681895
  30. König-Langlo, G (2008): Meteorological synoptical observations from Georg-von-Neumayer Station (1982-04). https://doi.org/10.1594/PANGAEA.681896
  31. König-Langlo, G (2008): Meteorological synoptical observations from Georg-von-Neumayer Station (1982-05). https://doi.org/10.1594/PANGAEA.681897
  32. König-Langlo, G (2008): Meteorological synoptical observations from Georg-von-Neumayer Station (1982-06). https://doi.org/10.1594/PANGAEA.681898
  33. König-Langlo, G (2008): Meteorological synoptical observations from Georg-von-Neumayer Station (1982-07). https://doi.org/10.1594/PANGAEA.681899
  34. König-Langlo, G (2008): Meteorological synoptical observations from Georg-von-Neumayer Station (1982-08). https://doi.org/10.1594/PANGAEA.681900
  35. König-Langlo, G (2008): Meteorological synoptical observations from Georg-von-Neumayer Station (1982-09). https://doi.org/10.1594/PANGAEA.681901
  36. König-Langlo, G (2008): Meteorological synoptical observations from Georg-von-Neumayer Station (1982-10). https://doi.org/10.1594/PANGAEA.681902
  37. König-Langlo, G (2008): Meteorological synoptical observations from Georg-von-Neumayer Station (1982-11). https://doi.org/10.1594/PANGAEA.681903
  38. König-Langlo, G (2008): Meteorological synoptical observations from Georg-von-Neumayer Station (1982-12). https://doi.org/10.1594/PANGAEA.681904
  39. König-Langlo, G (2008): Meteorological synoptical observations from Georg-von-Neumayer Station (1983-01). https://doi.org/10.1594/PANGAEA.681905
  40. König-Langlo, G (2008): Meteorological synoptical observations from Georg-von-Neumayer Station (1983-02). https://doi.org/10.1594/PANGAEA.681906
  41. König-Langlo, G (2008): Meteorological synoptical observations from Georg-von-Neumayer Station (1983-03). https://doi.org/10.1594/PANGAEA.681907
  42. König-Langlo, G (2008): Meteorological synoptical observations from Georg-von-Neumayer Station (1983-04). https://doi.org/10.1594/PANGAEA.681908
  43. König-Langlo, G (2008): Meteorological synoptical observations from Georg-von-Neumayer Station (1983-05). https://doi.org/10.1594/PANGAEA.681909
  44. König-Langlo, G (2008): Meteorological synoptical observations from Georg-von-Neumayer Station (1983-06). https://doi.org/10.1594/PANGAEA.681910
  45. König-Langlo, G (2008): Meteorological synoptical observations from Georg-von-Neumayer Station (1983-07). https://doi.org/10.1594/PANGAEA.681911
  46. König-Langlo, G (2008): Meteorological synoptical observations from Georg-von-Neumayer Station (1983-08). https://doi.org/10.1594/PANGAEA.681912
  47. König-Langlo, G (2008): Meteorological synoptical observations from Georg-von-Neumayer Station (1983-09). https://doi.org/10.1594/PANGAEA.681913
  48. König-Langlo, G (2008): Meteorological synoptical observations from Georg-von-Neumayer Station (1983-10). https://doi.org/10.1594/PANGAEA.681914
  49. König-Langlo, G (2008): Meteorological synoptical observations from Georg-von-Neumayer Station (1983-11). https://doi.org/10.1594/PANGAEA.681915
  50. König-Langlo, G (2008): Meteorological synoptical observations from Georg-von-Neumayer Station (1983-12). https://doi.org/10.1594/PANGAEA.681916
  51. König-Langlo, G (2008): Meteorological synoptical observations from Georg-von-Neumayer Station (1984-01). https://doi.org/10.1594/PANGAEA.681917
  52. König-Langlo, G (2008): Meteorological synoptical observations from Georg-von-Neumayer Station (1984-02). https://doi.org/10.1594/PANGAEA.681918
  53. König-Langlo, G (2008): Meteorological synoptical observations from Georg-von-Neumayer Station (1984-03). https://doi.org/10.1594/PANGAEA.681919
  54. König-Langlo, G (2008): Meteorological synoptical observations from Georg-von-Neumayer Station (1984-04). https://doi.org/10.1594/PANGAEA.681920
  55. König-Langlo, G (2008): Meteorological synoptical observations from Georg-von-Neumayer Station (1984-05). https://doi.org/10.1594/PANGAEA.681921
  56. König-Langlo, G (2008): Meteorological synoptical observations from Georg-von-Neumayer Station (1984-06). https://doi.org/10.1594/PANGAEA.681922
  57. König-Langlo, G (2008): Meteorological synoptical observations from Georg-von-Neumayer Station (1984-07). https://doi.org/10.1594/PANGAEA.681923
  58. König-Langlo, G (2008): Meteorological synoptical observations from Georg-von-Neumayer Station (1984-08). https://doi.org/10.1594/PANGAEA.681924
  59. König-Langlo, G (2008): Meteorological synoptical observations from Georg-von-Neumayer Station (1984-09). https://doi.org/10.1594/PANGAEA.681925
  60. König-Langlo, G (2008): Meteorological synoptical observations from Georg-von-Neumayer Station (1984-10). https://doi.org/10.1594/PANGAEA.681926
  61. König-Langlo, G (2008): Meteorological synoptical observations from Georg-von-Neumayer Station (1984-11). https://doi.org/10.1594/PANGAEA.681927
  62. König-Langlo, G (2008): Meteorological synoptical observations from Georg-von-Neumayer Station (1984-12). https://doi.org/10.1594/PANGAEA.681928
  63. König-Langlo, G (2008): Meteorological synoptical observations from Georg-von-Neumayer Station (1985-01). https://doi.org/10.1594/PANGAEA.681929
  64. König-Langlo, G (2008): Meteorological synoptical observations from Georg-von-Neumayer Station (1985-02). https://doi.org/10.1594/PANGAEA.681930
  65. König-Langlo, G (2008): Meteorological synoptical observations from Georg-von-Neumayer Station (1985-03). https://doi.org/10.1594/PANGAEA.681931
  66. König-Langlo, G (2008): Meteorological synoptical observations from Georg-von-Neumayer Station (1985-04). https://doi.org/10.1594/PANGAEA.681932
  67. König-Langlo, G (2008): Meteorological synoptical observations from Georg-von-Neumayer Station (1985-05). https://doi.org/10.1594/PANGAEA.681933
  68. König-Langlo, G (2008): Meteorological synoptical observations from Georg-von-Neumayer Station (1985-06). https://doi.org/10.1594/PANGAEA.681934
  69. König-Langlo, G (2008): Meteorological synoptical observations from Georg-von-Neumayer Station (1985-07). https://doi.org/10.1594/PANGAEA.681935
  70. König-Langlo, G (2008): Meteorological synoptical observations from Georg-von-Neumayer Station (1985-08). https://doi.org/10.1594/PANGAEA.681936
  71. König-Langlo, G (2008): Meteorological synoptical observations from Georg-von-Neumayer Station (1985-09). https://doi.org/10.1594/PANGAEA.681937
  72. König-Langlo, G (2008): Meteorological synoptical observations from Georg-von-Neumayer Station (1985-10). https://doi.org/10.1594/PANGAEA.681938
  73. König-Langlo, G (2008): Meteorological synoptical observations from Georg-von-Neumayer Station (1985-11). https://doi.org/10.1594/PANGAEA.681939
  74. König-Langlo, G (2008): Meteorological synoptical observations from Georg-von-Neumayer Station (1985-12). https://doi.org/10.1594/PANGAEA.681940
  75. König-Langlo, G (2008): Meteorological synoptical observations from Georg-von-Neumayer Station (1986-01). https://doi.org/10.1594/PANGAEA.681941
  76. König-Langlo, G (2008): Meteorological synoptical observations from Georg-von-Neumayer Station (1986-02). https://doi.org/10.1594/PANGAEA.681942
  77. König-Langlo, G (2008): Meteorological synoptical observations from Georg-von-Neumayer Station (1986-03). https://doi.org/10.1594/PANGAEA.681943
  78. König-Langlo, G (2008): Meteorological synoptical observations from Georg-von-Neumayer Station (1986-04). https://doi.org/10.1594/PANGAEA.681944
  79. König-Langlo, G (2008): Meteorological synoptical observations from Georg-von-Neumayer Station (1986-05). https://doi.org/10.1594/PANGAEA.681945
  80. König-Langlo, G (2008): Meteorological synoptical observations from Georg-von-Neumayer Station (1986-06). https://doi.org/10.1594/PANGAEA.681946
  81. König-Langlo, G (2008): Meteorological synoptical observations from Georg-von-Neumayer Station (1986-07). https://doi.org/10.1594/PANGAEA.681947
  82. König-Langlo, G (2008): Meteorological synoptical observations from Georg-von-Neumayer Station (1986-08). https://doi.org/10.1594/PANGAEA.681948
  83. König-Langlo, G (2008): Meteorological synoptical observations from Georg-von-Neumayer Station (1986-09). https://doi.org/10.1594/PANGAEA.681949
  84. König-Langlo, G (2008): Meteorological synoptical observations from Georg-von-Neumayer Station (1986-10). https://doi.org/10.1594/PANGAEA.681950
  85. König-Langlo, G (2008): Meteorological synoptical observations from Georg-von-Neumayer Station (1986-11). https://doi.org/10.1594/PANGAEA.681951
  86. König-Langlo, G (2008): Meteorological synoptical observations from Georg-von-Neumayer Station (1986-12). https://doi.org/10.1594/PANGAEA.681952
  87. König-Langlo, G (2008): Meteorological synoptical observations from Georg-von-Neumayer Station (1987-01). https://doi.org/10.1594/PANGAEA.681953
  88. König-Langlo, G (2008): Meteorological synoptical observations from Georg-von-Neumayer Station (1987-02). https://doi.org/10.1594/PANGAEA.681954
  89. König-Langlo, G (2008): Meteorological synoptical observations from Georg-von-Neumayer Station (1987-03). https://doi.org/10.1594/PANGAEA.681955
  90. König-Langlo, G (2008): Meteorological synoptical observations from Georg-von-Neumayer Station (1987-04). https://doi.org/10.1594/PANGAEA.681956
  91. König-Langlo, G (2008): Meteorological synoptical observations from Georg-von-Neumayer Station (1987-05). https://doi.org/10.1594/PANGAEA.681957
  92. König-Langlo, G (2008): Meteorological synoptical observations from Georg-von-Neumayer Station (1987-06). https://doi.org/10.1594/PANGAEA.681958
  93. König-Langlo, G (2008): Meteorological synoptical observations from Georg-von-Neumayer Station (1987-07). https://doi.org/10.1594/PANGAEA.681959
  94. König-Langlo, G (2008): Meteorological synoptical observations from Georg-von-Neumayer Station (1987-08). https://doi.org/10.1594/PANGAEA.681960
  95. König-Langlo, G (2008): Meteorological synoptical observations from Georg-von-Neumayer Station (1987-09). https://doi.org/10.1594/PANGAEA.681961
  96. König-Langlo, G (2008): Meteorological synoptical observations from Georg-von-Neumayer Station (1987-10). https://doi.org/10.1594/PANGAEA.681962
  97. König-Langlo, G (2008): Meteorological synoptical observations from Georg-von-Neumayer Station (1987-11). https://doi.org/10.1594/PANGAEA.681963
  98. König-Langlo, G (2008): Meteorological synoptical observations from Georg-von-Neumayer Station (1987-12). https://doi.org/10.1594/PANGAEA.681964
  99. König-Langlo, G (2008): Meteorological synoptical observations from Georg-von-Neumayer Station (1988-01). https://doi.org/10.1594/PANGAEA.681965
  100. König-Langlo, G (2008): Meteorological synoptical observations from Georg-von-Neumayer Station (1988-02). https://doi.org/10.1594/PANGAEA.681966

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