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Selsam, Peter; Lausch, Angela; Bumberger, Jan: Germany Mosaic – A 40 years high resolution time course over the whole of Germany [dataset publication series]. Helmholtz Centre for Environmental Research - UFZ, PANGAEA, https://doi.pangaea.de/10.1594/PANGAEA.967266 (dataset in review)

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Abstract:
The "Germany Mosaic" is a time series of Landsat satellite images and vectorized segments of the whole of Germany from 1984 to 2023. The image data are divided into the TK100 sheed sections (see further details: Blattschnitt der Topographischen Karte 1:100 000). The dataset contains for each year optimized 6 band imagery for summer (May to July) and autumn (August to October) and the vegetation indices NDVI (Normalized Difference Vegetation Index) and NirV (Near-infrared reflectance of Vegetation) for the same time periods. In addition, vectorized "zones" of roughly homogeneous pixels are provided for each year. The spectral characteristics of the image data and the morphological characteristics of the zones are provided as vector attributes (see Documentation: "Mosaic (1984-2023) - data description"). An overview of the coverage and quality of all sheet sections is given as a vector layer at "D-Mosaik_Sheet-Sections" in this document.
In mid-latitudes, seasonal changes in vegetation and thus in the image data, are usually much greater than changes over several years. The temporal periods of the data sets have been chosen so that together they represent the entire vegetation period (May to October), while the division into a summer and a autumn period represents the seasonal change in the metabolic rate of natural biotopes and at the same time record most of the agricultural changes due to sowing and harvesting. Depending on the weather conditions, the individual image data contain the median, the mean value or the best individual image of the specified period (see Documentation: "Mosaic (1984-2023) - data description").
Remote sensing has become an important tool and service for environmental research, especially for landscape analysis. Moreover, the spatial distribution and development of remotely sensed parameters can effectively complement and extend traditional biological, ecological, geographical as well as epidemiological tasks.
Keyword(s):
ecosystem transitions; Germany; Image segmentation; indicators; Landsat 5; Landsat 6; Landsat 8; Landsat 9; Landscape pattern; Landscape structure; NDVI; NIRv; Vegetation index
Related to:
Selsam, Peter; Bumberger, Jan; Wellmann, Thilo; Pause, Marion; Gey, Ronny; Borg, Erik; Lausch, Angela (2024): Ecosystem Integrity Remote Sensing—Modelling and Service Tool—ESIS/Imalys. Remote Sensing, 16(7), 1139, https://doi.org/10.3390/rs16071139
Selsam, Peter; Gey, Ronny; Lausch, Angela; Bumberger, Jan (2023): Imalys - Image Analysis [software]. Zenodo, https://doi.org/10.5281/ZENODO.8116370
Related code / software:
Selsam, Peter (2024): Imalys – ESIS tool for Image Analysis. https://github.com/c7sepe2/Imalys_ESIS-Software-Tools
Documentation:
Selsam, Peter (2024): D-Mosaic (1984-2023) - data description. 3, D-Mosaik_Data-Description.pdf
Further details:
Blattschnitt der Topographischen Karte 1:100 000 (TK100) (b100)
Coverage:
Median Latitude: 51.175779 * Median Longitude: 10.427977 * South-bound Latitude: 47.199154 * West-bound Longitude: 5.844871 * North-bound Latitude: 55.198273 * East-bound Longitude: 15.331329
Date/Time Start: 1984-05-01T00:00:00 * Date/Time End: 2023-10-31T00:00:00
License:
Creative Commons Attribution 4.0 International (CC-BY-4.0) (License comes into effect after moratorium ends)
Size:
204 datasets

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Datasets listed in this publication series

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  1. Selsam, P; Lausch, A; Bumberger, J (in review): Satellite Color Images, Vegetation index and Metabolism index from Aachen, Germany from 1984 – 2023. https://doi.pangaea.de/10.1594/PANGAEA.972177
  2. Selsam, P; Lausch, A; Bumberger, J (in review): Satellite Color Images, Vegetation index and Metabolism index from Aalen, Germany from 1984 – 2023. https://doi.pangaea.de/10.1594/PANGAEA.972178
  3. Selsam, P; Lausch, A; Bumberger, J (in review): Satellite Color Images, Vegetation index and Metabolism index from Albstadt, Germany from 1984 – 2023. https://doi.pangaea.de/10.1594/PANGAEA.972179
  4. Selsam, P; Lausch, A; Bumberger, J (in review): Satellite Color Images, Vegetation index and Metabolism index from Amberg, Germany from 1985 – 2023. https://doi.pangaea.de/10.1594/PANGAEA.972180
  5. Selsam, P; Lausch, A; Bumberger, J (in review): Satellite Color Images, Vegetation index and Metabolism index from Amrum, Germany from 1984 – 2023. https://doi.pangaea.de/10.1594/PANGAEA.968950
  6. Selsam, P; Lausch, A; Bumberger, J (in review): Satellite Color Images, Vegetation index and Metabolism index from Anklam, Germany from 1985 – 2023. https://doi.pangaea.de/10.1594/PANGAEA.971956
  7. Selsam, P; Lausch, A; Bumberger, J (in review): Satellite Color Images, Vegetation index and Metabolism index from Ansbach, Germany from 1985 – 2023. https://doi.pangaea.de/10.1594/PANGAEA.972181
  8. Selsam, P; Lausch, A; Bumberger, J (in review): Satellite Color Images, Vegetation index and Metabolism index from Arnsberg, Germany from 1985 – 2023. https://doi.pangaea.de/10.1594/PANGAEA.972182
  9. Selsam, P; Lausch, A; Bumberger, J (in review): Satellite Color Images, Vegetation index and Metabolism index from Aue, Germany from 1985 – 2023. https://doi.pangaea.de/10.1594/PANGAEA.972183
  10. Selsam, P; Lausch, A; Bumberger, J (in review): Satellite Color Images, Vegetation index and Metabolism index from Augsburg, Germany from 1984 – 2023. https://doi.pangaea.de/10.1594/PANGAEA.972184
  11. Selsam, P; Lausch, A; Bumberger, J (in review): Satellite Color Images, Vegetation index and Metabolism index from Aurich, Germany from 1985 – 2023. https://doi.pangaea.de/10.1594/PANGAEA.971979
  12. Selsam, P; Lausch, A; Bumberger, J (in review): Satellite Color Images, Vegetation index and Metabolism index from Bad Reichenhall, Germany from 1984 – 2023. https://doi.pangaea.de/10.1594/PANGAEA.972190
  13. Selsam, P; Lausch, A; Bumberger, J (in review): Satellite Color Images, Vegetation index and Metabolism index from Bad Tölz, Germany from 1984 – 2023. https://doi.pangaea.de/10.1594/PANGAEA.972191
  14. Selsam, P; Lausch, A; Bumberger, J (in review): Satellite Color Images, Vegetation index and Metabolism index from Bad-Bergzabern, Germany from 1984 – 2023. https://doi.pangaea.de/10.1594/PANGAEA.972185
  15. Selsam, P; Lausch, A; Bumberger, J (in review): Satellite Color Images, Vegetation index and Metabolism index from Bad-Doberan, Germany from 1984 – 2023. https://doi.pangaea.de/10.1594/PANGAEA.971250
  16. Selsam, P; Lausch, A; Bumberger, J (in review): Satellite Color Images, Vegetation index and Metabolism index from Bad-Freienwalde, Germany from 1985 – 2023. https://doi.pangaea.de/10.1594/PANGAEA.972156
  17. Selsam, P; Lausch, A; Bumberger, J (in review): Satellite Color Images, Vegetation index and Metabolism index from Bad-Hersfeld, Germany from 1984 – 2023. https://doi.pangaea.de/10.1594/PANGAEA.972187
  18. Selsam, P; Lausch, A; Bumberger, J (in review): Satellite Color Images, Vegetation index and Metabolism index from Bad-Kreuznach, Germany from 1985 – 2023. https://doi.pangaea.de/10.1594/PANGAEA.972188
  19. Selsam, P; Lausch, A; Bumberger, J (in review): Satellite Color Images, Vegetation index and Metabolism index from Bad-Mergentheim, Germany from 1984 – 2023. https://doi.pangaea.de/10.1594/PANGAEA.972189
  20. Selsam, P; Lausch, A; Bumberger, J (in review): Satellite Color Images, Vegetation index and Metabolism index from Bad-Oldesloe, Germany from 1984 – 2023. https://doi.pangaea.de/10.1594/PANGAEA.971629
  21. Selsam, P; Lausch, A; Bumberger, J (in review): Satellite Color Images, Vegetation index and Metabolism index from Baden-Baden, Germany from 1985 – 2023. https://doi.pangaea.de/10.1594/PANGAEA.972186
  22. Selsam, P; Lausch, A; Bumberger, J (in review): Satellite Color Images, Vegetation index and Metabolism index from Bautzen, Germany from 1985 – 2023. https://doi.pangaea.de/10.1594/PANGAEA.972193
  23. Selsam, P; Lausch, A; Bumberger, J (in review): Satellite Color Images, Vegetation index and Metabolism index from Bayreuth, Germany from 1985 – 2023. https://doi.pangaea.de/10.1594/PANGAEA.972194
  24. Selsam, P; Lausch, A; Bumberger, J (in review): Satellite Color Images, Vegetation index and Metabolism index from Belzig, Germany from 1984 – 2023. https://doi.pangaea.de/10.1594/PANGAEA.972166
  25. Selsam, P; Lausch, A; Bumberger, J (in review): Satellite Color Images, Vegetation index and Metabolism index from Bergen, Germany from 1984 – 2023. https://doi.pangaea.de/10.1594/PANGAEA.969151
  26. Selsam, P; Lausch, A; Bumberger, J (in review): Satellite Color Images, Vegetation index and Metabolism index from Berlin-Mitte, Germany from 1985 – 2022. https://doi.pangaea.de/10.1594/PANGAEA.972927
  27. Selsam, P; Lausch, A; Bumberger, J (in review): Satellite Color Images, Vegetation index and Metabolism index from Berlin-West, Germany from 1984 – 2023. https://doi.pangaea.de/10.1594/PANGAEA.972155
  28. Selsam, P; Lausch, A; Bumberger, J (in review): Satellite Color Images, Vegetation index and Metabolism index from Bernburg, Germany from 1985 – 2023. https://doi.pangaea.de/10.1594/PANGAEA.972195
  29. Selsam, P; Lausch, A; Bumberger, J (in review): Satellite Color Images, Vegetation index and Metabolism index from Bielefeld, Germany from 1985 – 2023. https://doi.pangaea.de/10.1594/PANGAEA.972159
  30. Selsam, P; Lausch, A; Bumberger, J (in review): Satellite Color Images, Vegetation index and Metabolism index from Bocholt, Germany from 1985 – 2023. https://doi.pangaea.de/10.1594/PANGAEA.972196
  31. Selsam, P; Lausch, A; Bumberger, J (in review): Satellite Color Images, Vegetation index and Metabolism index from Brandenburg, Germany from 1984 – 2023. https://doi.pangaea.de/10.1594/PANGAEA.972113
  32. Selsam, P; Lausch, A; Bumberger, J (in review): Satellite Color Images, Vegetation index and Metabolism index from Braunschweig, Germany from 1984 – 2023. https://doi.pangaea.de/10.1594/PANGAEA.972162
  33. Selsam, P; Lausch, A; Bumberger, J (in review): Satellite Color Images, Vegetation index and Metabolism index from Bremen, Germany from 1984 – 2023. https://doi.pangaea.de/10.1594/PANGAEA.972050
  34. Selsam, P; Lausch, A; Bumberger, J (in review): Satellite Color Images, Vegetation index and Metabolism index from Bremerhaven, Germany from 1984 – 2023. https://doi.pangaea.de/10.1594/PANGAEA.972035
  35. Selsam, P; Lausch, A; Bumberger, J (in review): Satellite Color Images, Vegetation index and Metabolism index from Bremervoerde, Germany from 1984 – 2023. https://doi.pangaea.de/10.1594/PANGAEA.972036
  36. Selsam, P; Lausch, A; Bumberger, J (in review): Satellite Color Images, Vegetation index and Metabolism index from Burghausen, Germany from 1984 – 2023. https://doi.pangaea.de/10.1594/PANGAEA.972198
  37. Selsam, P; Lausch, A; Bumberger, J (in review): Satellite Color Images, Vegetation index and Metabolism index from Celle, Germany from 1984 – 2023. https://doi.pangaea.de/10.1594/PANGAEA.972110
  38. Selsam, P; Lausch, A; Bumberger, J (in review): Satellite Color Images, Vegetation index and Metabolism index from Chemnitz, Germany from 1984 – 2023. https://doi.pangaea.de/10.1594/PANGAEA.972199
  39. Selsam, P; Lausch, A; Bumberger, J (in review): Satellite Color Images, Vegetation index and Metabolism index from Coburg, Germany from 1985 – 2023. https://doi.pangaea.de/10.1594/PANGAEA.972200
  40. Selsam, P; Lausch, A; Bumberger, J (in review): Satellite Color Images, Vegetation index and Metabolism index from Cottbus, Germany from 1984 – 2023. https://doi.pangaea.de/10.1594/PANGAEA.972201
  41. Selsam, P; Lausch, A; Bumberger, J (in review): Satellite Color Images, Vegetation index and Metabolism index from Cuxhaven, Germany from 1985 – 2023. https://doi.pangaea.de/10.1594/PANGAEA.971627
  42. Selsam, P; Lausch, A; Bumberger, J (in review): Satellite Color Images, Vegetation index and Metabolism index from Darmstadt, Germany from 1985 – 2023. https://doi.pangaea.de/10.1594/PANGAEA.972202
  43. Selsam, P; Lausch, A; Bumberger, J (in review): Satellite Color Images, Vegetation index and Metabolism index from Deggendorf, Germany from 1985 – 2023. https://doi.pangaea.de/10.1594/PANGAEA.972203
  44. Selsam, P; Lausch, A; Bumberger, J (in review): Satellite Color Images, Vegetation index and Metabolism index from Demmin, Germany from 1985 – 2023. https://doi.pangaea.de/10.1594/PANGAEA.971953
  45. Selsam, P; Lausch, A; Bumberger, J (in review): Satellite Color Images, Vegetation index and Metabolism index from Dessau-Rosslau, Germany from 1985 – 2023. https://doi.pangaea.de/10.1594/PANGAEA.972204
  46. Selsam, P; Lausch, A; Bumberger, J (in review): Satellite Color Images, Vegetation index and Metabolism index from Diepholz, Germany from 1984 – 2023. https://doi.pangaea.de/10.1594/PANGAEA.972107
  47. Selsam, P; Lausch, A; Bumberger, J (in review): Satellite Color Images, Vegetation index and Metabolism index from Dortmund, Germany from 1985 – 2023. https://doi.pangaea.de/10.1594/PANGAEA.972205
  48. Selsam, P; Lausch, A; Bumberger, J (in review): Satellite Color Images, Vegetation index and Metabolism index from Dresden, Germany from 1985 – 2023. https://doi.pangaea.de/10.1594/PANGAEA.972206
  49. Selsam, P; Lausch, A; Bumberger, J (in review): Satellite Color Images, Vegetation index and Metabolism index from Eberswalde, Germany from 1984 – 2023. https://doi.pangaea.de/10.1594/PANGAEA.972073
  50. Selsam, P; Lausch, A; Bumberger, J (in review): Satellite Color Images, Vegetation index and Metabolism index from Eisenach, Germany from 1984 – 2023. https://doi.pangaea.de/10.1594/PANGAEA.972208
  51. Selsam, P; Lausch, A; Bumberger, J (in review): Satellite Color Images, Vegetation index and Metabolism index from Eisenhuettenstadt, Germany from 1984 – 2023. https://doi.pangaea.de/10.1594/PANGAEA.972209
  52. Selsam, P; Lausch, A; Bumberger, J (in review): Satellite Color Images, Vegetation index and Metabolism index from Elmshorn, Germany from 1984 – 2023. https://doi.pangaea.de/10.1594/PANGAEA.971628
  53. Selsam, P; Lausch, A; Bumberger, J (in review): Satellite Color Images, Vegetation index and Metabolism index from Emden, Germany from 1985 – 2023. https://doi.pangaea.de/10.1594/PANGAEA.971958
  54. Selsam, P; Lausch, A; Bumberger, J (in review): Satellite Color Images, Vegetation index and Metabolism index from Erfurt, Germany from 1985 – 2023. https://doi.pangaea.de/10.1594/PANGAEA.972210
  55. Selsam, P; Lausch, A; Bumberger, J (in review): Satellite Color Images, Vegetation index and Metabolism index from Esens, Germany from 1987 – 2023. https://doi.pangaea.de/10.1594/PANGAEA.971621
  56. Selsam, P; Lausch, A; Bumberger, J (in review): Satellite Color Images, Vegetation index and Metabolism index from Fall, Germany from 1984 – 2023. https://doi.pangaea.de/10.1594/PANGAEA.972211
  57. Selsam, P; Lausch, A; Bumberger, J (in review): Satellite Color Images, Vegetation index and Metabolism index from Fehmarn, Germany from 1984 – 2023. https://doi.pangaea.de/10.1594/PANGAEA.969096
  58. Selsam, P; Lausch, A; Bumberger, J (in review): Satellite Color Images, Vegetation index and Metabolism index from Finsterwalde, Germany from 1985 – 2023. https://doi.pangaea.de/10.1594/PANGAEA.972212
  59. Selsam, P; Lausch, A; Bumberger, J (in review): Satellite Color Images, Vegetation index and Metabolism index from Frankfurt-Main, Germany from 1984 – 2023. https://doi.pangaea.de/10.1594/PANGAEA.972213
  60. Selsam, P; Lausch, A; Bumberger, J (in review): Satellite Color Images, Vegetation index and Metabolism index from Frankfurt-Oder, Germany from 1984 – 2023. https://doi.pangaea.de/10.1594/PANGAEA.972214
  61. Selsam, P; Lausch, A; Bumberger, J (in review): Satellite Color Images, Vegetation index and Metabolism index from Freiburg-Nord, Germany from 1984 – 2023. https://doi.pangaea.de/10.1594/PANGAEA.972215
  62. Selsam, P; Lausch, A; Bumberger, J (in review): Satellite Color Images, Vegetation index and Metabolism index from Freiburg-Süd, Germany from 1985 – 2023. https://doi.pangaea.de/10.1594/PANGAEA.972216
  63. Selsam, P; Lausch, A; Bumberger, J (in review): Satellite Color Images, Vegetation index and Metabolism index from Friedrichshafen, Germany from 1984 – 2023. https://doi.pangaea.de/10.1594/PANGAEA.972217
  64. Selsam, P; Lausch, A; Bumberger, J (in review): Satellite Color Images, Vegetation index and Metabolism index from Fulda, Germany from 1984 – 2023. https://doi.pangaea.de/10.1594/PANGAEA.972218
  65. Selsam, P; Lausch, A; Bumberger, J (in review): Satellite Color Images, Vegetation index and Metabolism index from Garmisch-Partenkirchen, Germany from 1984 – 2023. https://doi.pangaea.de/10.1594/PANGAEA.972219
  66. Selsam, P; Lausch, A; Bumberger, J (in review): Satellite Color Images, Vegetation index and Metabolism index from Gartz, Germany from 1984 – 2023. https://doi.pangaea.de/10.1594/PANGAEA.972044
  67. Selsam, P; Lausch, A; Bumberger, J (in review): Satellite Color Images, Vegetation index and Metabolism index from Gera, Germany from 1985 – 2023. https://doi.pangaea.de/10.1594/PANGAEA.972220
  68. Selsam, P; Lausch, A; Bumberger, J (in review): Satellite Color Images, Vegetation index and Metabolism index from Gießen, Germany from 1984 – 2023. https://doi.pangaea.de/10.1594/PANGAEA.972221
  69. Selsam, P; Lausch, A; Bumberger, J (in review): Satellite Color Images, Vegetation index and Metabolism index from Gluecksburg, Germany from 1984 – 2023. https://doi.pangaea.de/10.1594/PANGAEA.968914
  70. Selsam, P; Lausch, A; Bumberger, J (in review): Satellite Color Images, Vegetation index and Metabolism index from Göppingen, Germany from 1984 – 2023. https://doi.pangaea.de/10.1594/PANGAEA.972222
  71. Selsam, P; Lausch, A; Bumberger, J (in review): Satellite Color Images, Vegetation index and Metabolism index from Görlitz, Germany from 1984 – 2023. https://doi.pangaea.de/10.1594/PANGAEA.972223
  72. Selsam, P; Lausch, A; Bumberger, J (in review): Satellite Color Images, Vegetation index and Metabolism index from Goslar, Germany from 1984 – 2023. https://doi.pangaea.de/10.1594/PANGAEA.972224
  73. Selsam, P; Lausch, A; Bumberger, J (in review): Satellite Color Images, Vegetation index and Metabolism index from Grafenau, Germany from 1985 – 2023. https://doi.pangaea.de/10.1594/PANGAEA.972225
  74. Selsam, P; Lausch, A; Bumberger, J (in review): Satellite Color Images, Vegetation index and Metabolism index from Greifswald, Germany from 1984 – 2023. https://doi.pangaea.de/10.1594/PANGAEA.971619
  75. Selsam, P; Lausch, A; Bumberger, J (in review): Satellite Color Images, Vegetation index and Metabolism index from Gronau-Westfalen, Germany from 1985 – 2023. https://doi.pangaea.de/10.1594/PANGAEA.972157
  76. Selsam, P; Lausch, A; Bumberger, J (in review): Satellite Color Images, Vegetation index and Metabolism index from Großenhain, Germany from 1985 – 2023. https://doi.pangaea.de/10.1594/PANGAEA.972226
  77. Selsam, P; Lausch, A; Bumberger, J (in review): Satellite Color Images, Vegetation index and Metabolism index from Guben, Germany from 1984 – 2023. https://doi.pangaea.de/10.1594/PANGAEA.972227
  78. Selsam, P; Lausch, A; Bumberger, J (in review): Satellite Color Images, Vegetation index and Metabolism index from Guestrow, Germany from 1984 – 2023. https://doi.pangaea.de/10.1594/PANGAEA.971951
  79. Selsam, P; Lausch, A; Bumberger, J (in review): Satellite Color Images, Vegetation index and Metabolism index from Guetersloh, Germany from 1985 – 2023. https://doi.pangaea.de/10.1594/PANGAEA.972228
  80. Selsam, P; Lausch, A; Bumberger, J (in review): Satellite Color Images, Vegetation index and Metabolism index from Gummersbach, Germany from 1985 – 2023. https://doi.pangaea.de/10.1594/PANGAEA.972229
  81. Selsam, P; Lausch, A; Bumberger, J (in review): Satellite Color Images, Vegetation index and Metabolism index from Hagenow, Germany from 1984 – 2023. https://doi.pangaea.de/10.1594/PANGAEA.972039
  82. Selsam, P; Lausch, A; Bumberger, J (in review): Satellite Color Images, Vegetation index and Metabolism index from Halberstadt, Germany from 1985 – 2023. https://doi.pangaea.de/10.1594/PANGAEA.972230
  83. Selsam, P; Lausch, A; Bumberger, J (in review): Satellite Color Images, Vegetation index and Metabolism index from Halle, Germany from 1985 – 2023. https://doi.pangaea.de/10.1594/PANGAEA.972231
  84. Selsam, P; Lausch, A; Bumberger, J (in review): Satellite Color Images, Vegetation index and Metabolism index from Hamburg-Harburg, Germany from 1984 – 2023. https://doi.pangaea.de/10.1594/PANGAEA.972037
  85. Selsam, P; Lausch, A; Bumberger, J (in review): Satellite Color Images, Vegetation index and Metabolism index from Hamburg-Wandsbek, Germany from 1984 – 2023. https://doi.pangaea.de/10.1594/PANGAEA.972038
  86. Selsam, P; Lausch, A; Bumberger, J (in review): Satellite Color Images, Vegetation index and Metabolism index from Hannover-Nord, Germany from 1984 – 2023. https://doi.pangaea.de/10.1594/PANGAEA.972109
  87. Selsam, P; Lausch, A; Bumberger, J (in review): Satellite Color Images, Vegetation index and Metabolism index from Hannover, Germany from 1984 – 2023. https://doi.pangaea.de/10.1594/PANGAEA.972161
  88. Selsam, P; Lausch, A; Bumberger, J (in review): Satellite Color Images, Vegetation index and Metabolism index from Heide, Germany from 1984 – 2023. https://doi.pangaea.de/10.1594/PANGAEA.969379
  89. Selsam, P; Lausch, A; Bumberger, J (in review): Satellite Color Images, Vegetation index and Metabolism index from Heidelberg, Germany from 1984 – 2023. https://doi.pangaea.de/10.1594/PANGAEA.972232
  90. Selsam, P; Lausch, A; Bumberger, J (in review): Satellite Color Images, Vegetation index and Metabolism index from Heidenheim, Germany from 1984 – 2023. https://doi.pangaea.de/10.1594/PANGAEA.972233
  91. Selsam, P; Lausch, A; Bumberger, J (in review): Satellite Color Images, Vegetation index and Metabolism index from Helgoland, Germany from 1984 – 2023. https://doi.pangaea.de/10.1594/PANGAEA.969340
  92. Selsam, P; Lausch, A; Bumberger, J (in review): Satellite Color Images, Vegetation index and Metabolism index from Helmstedt, Germany from 1984 – 2023. https://doi.pangaea.de/10.1594/PANGAEA.972163
  93. Selsam, P; Lausch, A; Bumberger, J (in review): Satellite Color Images, Vegetation index and Metabolism index from Hof, Germany from 1984 – 2023. https://doi.pangaea.de/10.1594/PANGAEA.972234
  94. Selsam, P; Lausch, A; Bumberger, J (in review): Satellite Color Images, Vegetation index and Metabolism index from Holzminden, Germany from 1986 – 2023. https://doi.pangaea.de/10.1594/PANGAEA.972235
  95. Selsam, P; Lausch, A; Bumberger, J (in review): Satellite Color Images, Vegetation index and Metabolism index from Hoyerswerda, Germany from 1984 – 2023. https://doi.pangaea.de/10.1594/PANGAEA.972236
  96. Selsam, P; Lausch, A; Bumberger, J (in review): Satellite Color Images, Vegetation index and Metabolism index from Husum, Germany from 1984 – 2023. https://doi.pangaea.de/10.1594/PANGAEA.968963
  97. Selsam, P; Lausch, A; Bumberger, J (in review): Satellite Color Images, Vegetation index and Metabolism index from Idar-Oberstein, Germany from 1985 – 2023. https://doi.pangaea.de/10.1594/PANGAEA.972237
  98. Selsam, P; Lausch, A; Bumberger, J (in review): Satellite Color Images, Vegetation index and Metabolism index from Immenstadt, Germany from 1984 – 2023. https://doi.pangaea.de/10.1594/PANGAEA.972238
  99. Selsam, P; Lausch, A; Bumberger, J (in review): Satellite Color Images, Vegetation index and Metabolism index from Ingolstadt, Germany from 1984 – 2023. https://doi.pangaea.de/10.1594/PANGAEA.972239
  100. Selsam, P; Lausch, A; Bumberger, J (in review): Satellite Color Images, Vegetation index and Metabolism index from Jena, Germany from 1985 – 2023. https://doi.pangaea.de/10.1594/PANGAEA.972240

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