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Bernard, Jürgen; Wilhelm, Nils; Scherer, Maximilian; May, Thorsten; Schreck, Tobias (2012): Reference list of 120 datasets from time series station Payerne used for exploratory search [dataset bibliography]. PANGAEA, https://doi.org/10.1594/PANGAEA.783598

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Abstract:
The analysis of time-dependent data is an important problem in many application domains, and interactive visualization of time-series data can help in understanding patterns in large time series data. Many effective approaches already exist for visual analysis of univariate time series supporting tasks such as assessment of data quality, detection of outliers, or identification of periodically or frequently occurring patterns. However, much fewer approaches exist which support multivariate time series. The existence of multiple values per time stamp makes the analysis task per se harder, and existing visualization techniques often do not scale well.
We introduce an approach for visual analysis of large multivariate time-dependent data, based on the idea of projecting multivariate measurements to a 2D display, visualizing the time dimension by trajectories. We use visual data aggregation metaphors based on grouping of similar data elements to scale with multivariate time series. Aggregation procedures can either be based on statistical properties of the data or on data clustering routines. Appropriately defined user controls allow to navigate and explore the data and interactively steer the parameters of the data aggregation to enhance data analysis. We present an implementation of our approach and apply it on a comprehensive data set from the field of earth bservation, demonstrating the applicability and usefulness of our approach.
Related to:
Bernard, Jürgen; Wilhelm, Nils; Scherer, Maximilian; May, Thorsten; Schreck, Tobias (2012): TimeSeriesPaths: Projection-based explorative analysis of multivarate time series data. 20th International Conference on Computer Graphics, Visualization and Computer Vision 2012, June 25-28, Plzen (Pilsen)
Coverage:
Median Latitude: 46.813470 * Median Longitude: 6.942980 * South-bound Latitude: 46.812300 * West-bound Longitude: 6.942200 * North-bound Latitude: 46.815000 * East-bound Longitude: 6.944000
Date/Time Start: 1994-01-01T00:00:00 * Date/Time End: 2003-12-31T23:59:00
Event(s):
PAY (Payerne) * Latitude: 46.812300 * Longitude: 6.942200 * Date/Time: 1992-09-01T00:00:00 * Elevation: 491.0 m * Location: Switzerland * Method/Device: Monitoring station (MONS) * Comment: BSRN station no: 21; Surface type: cultivated; Topography type: hilly, rural; Horizon: doi:10.1594/PANGAEA.947035; Station scientist: Laurent Vuilleumier (laurent.vuilleumier@meteoswiss.ch)
Comment:
The dataset contains 120 links (childs) to any of the BSRN Payerne datasets. Any user who accepts the BSRN data release guidelines (http://bsrn.awi.de/data/conditions-of-data-release) may ask Gert König-Langlo (Gert.Koenig-Langlo@awi.de) to obtain an account to download these datasets.
Change history:
2022-02-10T12:54:40 – Dataset was converted to collection (bibliography); references to deleted datasets were replaced by newer versions.
License:
Creative Commons Attribution 3.0 Unported (CC-BY-3.0)
Size:
120 datasets

Datasets listed in this bibliography

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  1. Heimo, A (2007): Basic and other measurements of radiation at station Payerne (1994-01). https://doi.org/10.1594/PANGAEA.671580
  2. Heimo, A (2007): Basic and other measurements of radiation at station Payerne (1994-02). https://doi.org/10.1594/PANGAEA.671581
  3. Heimo, A (2007): Basic and other measurements of radiation at station Payerne (1994-03). https://doi.org/10.1594/PANGAEA.754672
  4. Heimo, A (2007): Basic and other measurements of radiation at station Payerne (1994-04). https://doi.org/10.1594/PANGAEA.671583
  5. Heimo, A (2007): Basic and other measurements of radiation at station Payerne (1994-05). https://doi.org/10.1594/PANGAEA.671584
  6. Heimo, A (2007): Basic and other measurements of radiation at station Payerne (1994-06). https://doi.org/10.1594/PANGAEA.671585
  7. Heimo, A (2007): Basic and other measurements of radiation at station Payerne (1994-07). https://doi.org/10.1594/PANGAEA.671586
  8. Heimo, A (2007): Basic and other measurements of radiation at station Payerne (1994-08). https://doi.org/10.1594/PANGAEA.671587
  9. Heimo, A (2007): Basic and other measurements of radiation at station Payerne (1994-09). https://doi.org/10.1594/PANGAEA.671588
  10. Heimo, A (2007): Basic and other measurements of radiation at station Payerne (1994-10). https://doi.org/10.1594/PANGAEA.671589
  11. Heimo, A (2007): Basic and other measurements of radiation at station Payerne (1994-11). https://doi.org/10.1594/PANGAEA.671590
  12. Heimo, A (2007): Basic and other measurements of radiation at station Payerne (1994-12). https://doi.org/10.1594/PANGAEA.671591
  13. Heimo, A (2007): Basic and other measurements of radiation at station Payerne (1995-01). https://doi.org/10.1594/PANGAEA.671592
  14. Heimo, A (2007): Basic and other measurements of radiation at station Payerne (1995-02). https://doi.org/10.1594/PANGAEA.671593
  15. Heimo, A (2007): Basic and other measurements of radiation at station Payerne (1995-03). https://doi.org/10.1594/PANGAEA.761967
  16. Heimo, A (2007): Basic and other measurements of radiation at station Payerne (1995-04). https://doi.org/10.1594/PANGAEA.671595
  17. Heimo, A (2007): Basic and other measurements of radiation at station Payerne (1995-06). https://doi.org/10.1594/PANGAEA.671596
  18. Heimo, A (2007): Basic and other measurements of radiation at station Payerne (1995-07). https://doi.org/10.1594/PANGAEA.671597
  19. Heimo, A (2007): Basic and other measurements of radiation at station Payerne (1995-08). https://doi.org/10.1594/PANGAEA.671598
  20. Heimo, A (2007): Basic and other measurements of radiation at station Payerne (1995-09). https://doi.org/10.1594/PANGAEA.671599
  21. Heimo, A (2007): Basic and other measurements of radiation at station Payerne (1995-10). https://doi.org/10.1594/PANGAEA.671600
  22. Heimo, A (2007): Basic and other measurements of radiation at station Payerne (1995-11). https://doi.org/10.1594/PANGAEA.671601
  23. Heimo, A (2007): Basic and other measurements of radiation at station Payerne (1995-12). https://doi.org/10.1594/PANGAEA.671602
  24. Heimo, A (2007): Basic and other measurements of radiation at station Payerne (1996-01). https://doi.org/10.1594/PANGAEA.671636
  25. Heimo, A (2007): Basic and other measurements of radiation at station Payerne (1996-02). https://doi.org/10.1594/PANGAEA.671637
  26. Heimo, A (2007): Basic and other measurements of radiation at station Payerne (1996-03). https://doi.org/10.1594/PANGAEA.761971
  27. Heimo, A (2007): Basic and other measurements of radiation at station Payerne (1996-04). https://doi.org/10.1594/PANGAEA.671639
  28. Heimo, A (2007): Basic and other measurements of radiation at station Payerne (1996-05). https://doi.org/10.1594/PANGAEA.671640
  29. Heimo, A (2007): Basic and other measurements of radiation at station Payerne (1996-06). https://doi.org/10.1594/PANGAEA.671641
  30. Heimo, A (2007): Basic and other measurements of radiation at station Payerne (1996-07). https://doi.org/10.1594/PANGAEA.671642
  31. Heimo, A (2007): Basic and other measurements of radiation at station Payerne (1996-08). https://doi.org/10.1594/PANGAEA.671643
  32. Heimo, A (2007): Basic and other measurements of radiation at station Payerne (1996-09). https://doi.org/10.1594/PANGAEA.671644
  33. Heimo, A (2007): Basic and other measurements of radiation at station Payerne (1996-10). https://doi.org/10.1594/PANGAEA.671645
  34. Heimo, A (2007): Basic and other measurements of radiation at station Payerne (1996-11). https://doi.org/10.1594/PANGAEA.671646
  35. Heimo, A (2007): Basic and other measurements of radiation at station Payerne (1996-12). https://doi.org/10.1594/PANGAEA.671647
  36. Heimo, A (2007): Basic and other measurements of radiation at station Payerne (1997-01). https://doi.org/10.1594/PANGAEA.671648
  37. Heimo, A (2007): Basic and other measurements of radiation at station Payerne (1997-02). https://doi.org/10.1594/PANGAEA.671649
  38. Heimo, A (2007): Basic and other measurements of radiation at station Payerne (1997-03). https://doi.org/10.1594/PANGAEA.761975
  39. Heimo, A (2007): Basic and other measurements of radiation at station Payerne (1997-04). https://doi.org/10.1594/PANGAEA.671651
  40. Heimo, A (2007): Basic and other measurements of radiation at station Payerne (1997-05). https://doi.org/10.1594/PANGAEA.671652
  41. Heimo, A (2007): Basic and other measurements of radiation at station Payerne (1997-06). https://doi.org/10.1594/PANGAEA.671653
  42. Heimo, A (2007): Basic and other measurements of radiation at station Payerne (1997-07). https://doi.org/10.1594/PANGAEA.671654
  43. Heimo, A (2007): Basic and other measurements of radiation at station Payerne (1997-08). https://doi.org/10.1594/PANGAEA.671655
  44. Heimo, A (2007): Basic and other measurements of radiation at station Payerne (1997-09). https://doi.org/10.1594/PANGAEA.671656
  45. Heimo, A (2007): Basic and other measurements of radiation at station Payerne (1997-10). https://doi.org/10.1594/PANGAEA.671657
  46. Heimo, A (2007): Basic and other measurements of radiation at station Payerne (1997-11). https://doi.org/10.1594/PANGAEA.671658
  47. Heimo, A (2007): Basic and other measurements of radiation at station Payerne (1997-12). https://doi.org/10.1594/PANGAEA.671659
  48. Heimo, A (2007): Basic and other measurements of radiation at station Payerne (1998-01). https://doi.org/10.1594/PANGAEA.671660
  49. Heimo, A (2007): Basic and other measurements of radiation at station Payerne (1998-02). https://doi.org/10.1594/PANGAEA.671661
  50. Heimo, A (2007): Basic and other measurements of radiation at station Payerne (1998-03). https://doi.org/10.1594/PANGAEA.761979
  51. Heimo, A (2007): Basic and other measurements of radiation at station Payerne (1998-04). https://doi.org/10.1594/PANGAEA.671663
  52. Heimo, A (2007): Basic and other measurements of radiation at station Payerne (1998-05). https://doi.org/10.1594/PANGAEA.671664
  53. Heimo, A (2007): Basic and other measurements of radiation at station Payerne (1998-06). https://doi.org/10.1594/PANGAEA.671665
  54. Heimo, A (2007): Basic and other measurements of radiation at station Payerne (1998-07). https://doi.org/10.1594/PANGAEA.671666
  55. Heimo, A (2007): Basic and other measurements of radiation at station Payerne (1998-08). https://doi.org/10.1594/PANGAEA.671667
  56. Heimo, A (2007): Basic and other measurements of radiation at station Payerne (1998-09). https://doi.org/10.1594/PANGAEA.671668
  57. Heimo, A (2007): Basic and other measurements of radiation at station Payerne (1998-10). https://doi.org/10.1594/PANGAEA.671669
  58. Heimo, A (2007): Basic and other measurements of radiation at station Payerne (1998-11). https://doi.org/10.1594/PANGAEA.671670
  59. Heimo, A (2007): Basic and other measurements of radiation at station Payerne (1998-12). https://doi.org/10.1594/PANGAEA.671671
  60. Heimo, A (2007): Basic and other measurements of radiation at station Payerne (1999-01). https://doi.org/10.1594/PANGAEA.671686
  61. Heimo, A (2007): Basic and other measurements of radiation at station Payerne (1999-02). https://doi.org/10.1594/PANGAEA.671687
  62. Heimo, A (2007): Basic and other measurements of radiation at station Payerne (1999-03). https://doi.org/10.1594/PANGAEA.761984
  63. Heimo, A (2007): Basic and other measurements of radiation at station Payerne (1999-04). https://doi.org/10.1594/PANGAEA.671689
  64. Heimo, A (2007): Basic and other measurements of radiation at station Payerne (1999-05). https://doi.org/10.1594/PANGAEA.671690
  65. Heimo, A (2007): Basic and other measurements of radiation at station Payerne (1999-06). https://doi.org/10.1594/PANGAEA.671691
  66. Heimo, A (2007): Basic and other measurements of radiation at station Payerne (1999-07). https://doi.org/10.1594/PANGAEA.671692
  67. Heimo, A (2007): Basic and other measurements of radiation at station Payerne (1999-08). https://doi.org/10.1594/PANGAEA.671693
  68. Heimo, A (2007): Basic and other measurements of radiation at station Payerne (1999-09). https://doi.org/10.1594/PANGAEA.671694
  69. Heimo, A (2007): Basic and other measurements of radiation at station Payerne (1999-10). https://doi.org/10.1594/PANGAEA.671695
  70. Heimo, A (2007): Basic and other measurements of radiation at station Payerne (1999-11). https://doi.org/10.1594/PANGAEA.671696
  71. Heimo, A (2007): Basic and other measurements of radiation at station Payerne (1999-12). https://doi.org/10.1594/PANGAEA.671697
  72. Heimo, A (2007): Basic and other measurements of radiation at station Payerne (2000-01). https://doi.org/10.1594/PANGAEA.671698
  73. Heimo, A (2007): Basic and other measurements of radiation at station Payerne (2000-02). https://doi.org/10.1594/PANGAEA.671699
  74. Heimo, A (2007): Basic and other measurements of radiation at station Payerne (2000-03). https://doi.org/10.1594/PANGAEA.761989
  75. Heimo, A (2007): Basic and other measurements of radiation at station Payerne (2000-04). https://doi.org/10.1594/PANGAEA.671701
  76. Heimo, A (2007): Basic and other measurements of radiation at station Payerne (2000-05). https://doi.org/10.1594/PANGAEA.671702
  77. Heimo, A (2007): Basic and other measurements of radiation at station Payerne (2000-06). https://doi.org/10.1594/PANGAEA.671703
  78. Heimo, A (2007): Basic and other measurements of radiation at station Payerne (2000-07). https://doi.org/10.1594/PANGAEA.671704
  79. Heimo, A (2007): Basic and other measurements of radiation at station Payerne (2000-08). https://doi.org/10.1594/PANGAEA.671705
  80. Heimo, A (2007): Basic and other measurements of radiation at station Payerne (2000-09). https://doi.org/10.1594/PANGAEA.671706
  81. Heimo, A (2007): Basic and other measurements of radiation at station Payerne (2000-10). https://doi.org/10.1594/PANGAEA.671707
  82. Heimo, A (2007): Basic and other measurements of radiation at station Payerne (2000-11). https://doi.org/10.1594/PANGAEA.671708
  83. Heimo, A (2007): Basic and other measurements of radiation at station Payerne (2000-12). https://doi.org/10.1594/PANGAEA.671709
  84. Heimo, A (2007): Basic and other measurements of radiation at station Payerne (2001-01). https://doi.org/10.1594/PANGAEA.671710
  85. Heimo, A (2007): Basic and other measurements of radiation at station Payerne (2001-02). https://doi.org/10.1594/PANGAEA.671711
  86. Heimo, A (2007): Basic and other measurements of radiation at station Payerne (2001-03). https://doi.org/10.1594/PANGAEA.761996
  87. Heimo, A (2007): Basic and other measurements of radiation at station Payerne (2001-04). https://doi.org/10.1594/PANGAEA.671713
  88. Heimo, A (2007): Basic and other measurements of radiation at station Payerne (2001-05). https://doi.org/10.1594/PANGAEA.671714
  89. Heimo, A (2007): Basic and other measurements of radiation at station Payerne (2001-06). https://doi.org/10.1594/PANGAEA.671715
  90. Heimo, A (2007): Basic and other measurements of radiation at station Payerne (2001-07). https://doi.org/10.1594/PANGAEA.671716
  91. Heimo, A (2007): Basic and other measurements of radiation at station Payerne (2001-08). https://doi.org/10.1594/PANGAEA.671717
  92. Heimo, A (2007): Basic and other measurements of radiation at station Payerne (2001-09). https://doi.org/10.1594/PANGAEA.671718
  93. Heimo, A (2007): Basic and other measurements of radiation at station Payerne (2001-10). https://doi.org/10.1594/PANGAEA.671719
  94. Heimo, A (2007): Basic and other measurements of radiation at station Payerne (2001-11). https://doi.org/10.1594/PANGAEA.671720
  95. Heimo, A (2007): Basic and other measurements of radiation at station Payerne (2001-12). https://doi.org/10.1594/PANGAEA.671721
  96. Heimo, A (2008): Basic and other measurements of radiation at station Payerne (1995-05). https://doi.org/10.1594/PANGAEA.676831
  97. Vuilleumier, L (2007): Basic and other measurements of radiation at station Payerne (2002-01). https://doi.org/10.1594/PANGAEA.671723
  98. Vuilleumier, L (2007): Basic and other measurements of radiation at station Payerne (2002-02). https://doi.org/10.1594/PANGAEA.671724
  99. Vuilleumier, L (2007): Basic and other measurements of radiation at station Payerne (2002-03). https://doi.org/10.1594/PANGAEA.762004
  100. Vuilleumier, L (2007): Basic and other measurements of radiation at station Payerne (2002-04). https://doi.org/10.1594/PANGAEA.671726

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