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Selsam, Peter; Lausch, Angela; Bumberger, Jan (2025): Satellite Color Images, Vegetation Indices, and Metabolism Indices from Mannheim, Germany from 1984 – 2023 [dataset]. Helmholtz Centre for Environmental Research - UFZ, PANGAEA, https://doi.org/10.1594/PANGAEA.972260, In: Selsam, P et al. (2025): Germany Mosaic: A 40-Year High-Resolution Remote Sensing Time Series of Germany [dataset publication series]. Helmholtz Centre for Environmental Research - UFZ, PANGAEA, https://doi.org/10.1594/PANGAEA.967266

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Published: 2025-01-14 • DOI registered: 2025-02-12

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Abstract:
The "Germany Mosaic" is a time series of Landsat satellite images and vectorized segments covering the entirety of Germany from 1984 to 2023. The image data are divided into TK100 sheet sections (see further details: Blattschnitt der Topographischen Karte 1:100 000). The dataset provides optimized 6-band imagery for each year, representing summer (May to July) and autumn (August to October) seasons, along with vegetation indices such as NDVI (Normalized Difference Vegetation Index) and NirV (Near-Infrared Reflectance of Vegetation) for the same periods. Additionally, vectorized "zones" of approximately homogeneous pixels are available for each year. The spectral properties of the image data and the morphological characteristics of these zones are included as vector attributes (see Documentation: "Mosaic (1984–2023) - Data Description"). An overview of the coverage and quality of all sheet sections is provided as a vector layer titled D-Mosaik_Sheet-Sections within this document.
The Germany Mosaic can also be considered a spatial-temporal Data Cube, enabling advanced analysis and integration into workflows requiring multi-dimensional data. This structure allows users to perform operations such as querying data across specific time periods, analyzing trends over decades, or aggregating spatial information to generate tailored insights for a wide range of research applications.
In mid-latitudes, seasonal variations in vegetation—and consequently in the image data—are typically more pronounced than changes occurring over several years. The temporal segmentation of the dataset has been designed to encompass the entire vegetation period (May to October), with the division into summer and autumn periods capturing seasonal metabolic shifts in natural biotopes. This segmentation also records most agricultural changes, including sowing and harvesting activities. Depending on weather conditions, the individual image data represent either the median, mean value, or the best available image for the specified time period (see Documentation: "Mosaic (1984–2023) - Data Description).
Remote sensing has become an indispensable tool for environmental research, particularly in landscape analysis. Beyond conventional applications, the Germany Mosaic supports the development of digital twins in environmental system research. By providing detailed spatial and temporal data, this dataset enables the modeling of virtual ecosystems, facilitating simulations, scenario testing, and predictive analyses for sustainable management. Moreover, the spatial and temporal trends captured by remotely sensed parameters complement traditional approaches in biological, ecological, geographical, and epidemiological research.
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: 49.398915 * Median Longitude: 8.332392 * South-bound Latitude: 49.198935 * West-bound Longitude: 7.999103 * North-bound Latitude: 49.598895 * East-bound Longitude: 8.665681
Date/Time Start: 1984-05-01T00:00:00 * Date/Time End: 2023-10-31T00:00:00
Event(s):
ESIS_Mannheim (c6714) * Latitude Start: 49.198935 * Longitude Start: 7.999103 * Latitude End: 49.598895 * Longitude End: 8.665681 * Date/Time Start: 1984-05-01T00:00:00 * Date/Time End: 2023-10-31T00:00:00 * Method/Device: Remote sensing
Parameter(s):
#NameShort NameUnitPrincipal InvestigatorMethod/DeviceComment
1 Area/localityArea
2 Year of observationYear obsa AD
3 Date/time startDate/time start
4 Date/time endDate/time end
5 File contentContent
6 Raster graphic, GeoTIFF formatGeoTIFF
7 Geospatial vector, shapefilesShapefile
8 File typeFile type
9 Site informationSite info
License:
Creative Commons Attribution 4.0 International (CC-BY-4.0)
Status:
Curation Level: Enhanced curation (CurationLevelC)
Size:
2136 data points

Data

Download dataset as tab-delimited text — use the following character encoding:

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1 
Area		2 
Year obs [a AD]		3 
Date/time start		4 
Date/time end		5 
Content		6 
GeoTIFF		7 
Shapefile		8 
File type		9 
Site info
Mannheim, Germany19841984-08-011984-10-316 band color compositsc6714_Mannheim_bands_19840801-19841031.tiftifc6714
Mannheim, Germany19851985-08-011985-10-316 band color compositsc6714_Mannheim_bands_19850801-19851031.tiftifc6714
Mannheim, Germany19861986-05-011986-07-316 band color compositsc6714_Mannheim_bands_19860501-19860731.tiftifc6714
Mannheim, Germany19861986-08-011986-10-316 band color compositsc6714_Mannheim_bands_19860801-19861031.tiftifc6714
Mannheim, Germany19871987-05-011987-07-316 band color compositsc6714_Mannheim_bands_19870501-19870731.tiftifc6714
Mannheim, Germany19871987-08-011987-10-316 band color compositsc6714_Mannheim_bands_19870801-19871031.tiftifc6714
Mannheim, Germany19891989-05-011989-07-316 band color compositsc6714_Mannheim_bands_19890501-19890731.tiftifc6714
Mannheim, Germany19891989-08-011989-10-316 band color compositsc6714_Mannheim_bands_19890801-19891031.tiftifc6714
Mannheim, Germany19901990-05-011990-07-316 band color compositsc6714_Mannheim_bands_19900501-19900731.tiftifc6714
Mannheim, Germany19901990-08-011990-10-316 band color compositsc6714_Mannheim_bands_19900801-19901031.tiftifc6714
Mannheim, Germany19911991-05-011991-07-316 band color compositsc6714_Mannheim_bands_19910501-19910731.tiftifc6714
Mannheim, Germany19911991-08-011991-10-316 band color compositsc6714_Mannheim_bands_19910801-19911031.tiftifc6714
Mannheim, Germany19921992-05-011992-07-316 band color compositsc6714_Mannheim_bands_19920501-19920731.tiftifc6714
Mannheim, Germany19921992-08-011992-10-316 band color compositsc6714_Mannheim_bands_19920801-19921031.tiftifc6714
Mannheim, Germany19931993-05-011993-07-316 band color compositsc6714_Mannheim_bands_19930501-19930731.tiftifc6714
Mannheim, Germany19931993-08-011993-10-316 band color compositsc6714_Mannheim_bands_19930801-19931031.tiftifc6714
Mannheim, Germany19941994-05-011994-07-316 band color compositsc6714_Mannheim_bands_19940501-19940731.tiftifc6714
Mannheim, Germany19941994-08-011994-10-316 band color compositsc6714_Mannheim_bands_19940801-19941031.tiftifc6714
Mannheim, Germany19951995-05-011995-07-316 band color compositsc6714_Mannheim_bands_19950501-19950731.tiftifc6714
Mannheim, Germany19951995-08-011995-10-316 band color compositsc6714_Mannheim_bands_19950801-19951031.tiftifc6714
Mannheim, Germany19961996-08-011996-10-316 band color compositsc6714_Mannheim_bands_19960801-19961031.tiftifc6714
Mannheim, Germany19971997-05-011997-07-316 band color compositsc6714_Mannheim_bands_19970501-19970731.tiftifc6714
Mannheim, Germany19971997-08-011997-10-316 band color compositsc6714_Mannheim_bands_19970801-19971031.tiftifc6714
Mannheim, Germany19981998-05-011998-07-316 band color compositsc6714_Mannheim_bands_19980501-19980731.tiftifc6714
Mannheim, Germany19981998-08-011998-10-316 band color compositsc6714_Mannheim_bands_19980801-19981031.tiftifc6714
Mannheim, Germany19991999-08-011999-10-316 band color compositsc6714_Mannheim_bands_19990801-19991031.tiftifc6714
Mannheim, Germany20012001-08-012001-10-316 band color compositsc6714_Mannheim_bands_20010801-20011031.tiftifc6714
Mannheim, Germany20032003-05-012003-07-316 band color compositsc6714_Mannheim_bands_20030501-20030731.tiftifc6714
Mannheim, Germany20032003-08-012003-10-316 band color compositsc6714_Mannheim_bands_20030801-20031031.tiftifc6714
Mannheim, Germany20042004-05-012004-07-316 band color compositsc6714_Mannheim_bands_20040501-20040731.tiftifc6714
Mannheim, Germany20042004-08-012004-10-316 band color compositsc6714_Mannheim_bands_20040801-20041031.tiftifc6714
Mannheim, Germany20052005-05-012005-07-316 band color compositsc6714_Mannheim_bands_20050501-20050731.tiftifc6714
Mannheim, Germany20052005-08-012005-10-316 band color compositsc6714_Mannheim_bands_20050801-20051031.tiftifc6714
Mannheim, Germany20062006-05-012006-07-316 band color compositsc6714_Mannheim_bands_20060501-20060731.tiftifc6714
Mannheim, Germany20062006-08-012006-10-316 band color compositsc6714_Mannheim_bands_20060801-20061031.tiftifc6714
Mannheim, Germany20072007-05-012007-07-316 band color compositsc6714_Mannheim_bands_20070501-20070731.tiftifc6714
Mannheim, Germany20082008-08-012008-10-316 band color compositsc6714_Mannheim_bands_20080801-20081031.tiftifc6714
Mannheim, Germany20092009-05-012009-07-316 band color compositsc6714_Mannheim_bands_20090501-20090731.tiftifc6714
Mannheim, Germany20092009-08-012009-10-316 band color compositsc6714_Mannheim_bands_20090801-20091031.tiftifc6714
Mannheim, Germany20102010-05-012010-07-316 band color compositsc6714_Mannheim_bands_20100501-20100731.tiftifc6714
Mannheim, Germany20112011-08-012011-10-316 band color compositsc6714_Mannheim_bands_20110801-20111031.tiftifc6714
Mannheim, Germany20142014-05-012014-07-316 band color compositsc6714_Mannheim_bands_20140501-20140731.tiftifc6714
Mannheim, Germany20152015-08-012015-10-316 band color compositsc6714_Mannheim_bands_20150801-20151031.tiftifc6714
Mannheim, Germany20172017-05-012017-07-316 band color compositsc6714_Mannheim_bands_20170501-20170731.tiftifc6714
Mannheim, Germany20182018-08-012018-10-316 band color compositsc6714_Mannheim_bands_20180801-20181031.tiftifc6714
Mannheim, Germany20192019-05-012019-07-316 band color compositsc6714_Mannheim_bands_20190501-20190731.tiftifc6714
Mannheim, Germany20192019-08-012019-10-316 band color compositsc6714_Mannheim_bands_20190801-20191031.tiftifc6714
Mannheim, Germany20202020-05-012020-07-316 band color compositsc6714_Mannheim_bands_20200501-20200731.tiftifc6714
Mannheim, Germany20202020-08-012020-10-316 band color compositsc6714_Mannheim_bands_20200801-20201031.tiftifc6714
Mannheim, Germany20212021-05-012021-07-316 band color compositsc6714_Mannheim_bands_20210501-20210731.tiftifc6714
Mannheim, Germany20212021-08-012021-10-316 band color compositsc6714_Mannheim_bands_20210801-20211031.tiftifc6714
Mannheim, Germany20222022-05-012022-07-316 band color compositsc6714_Mannheim_bands_20220501-20220731.tiftifc6714
Mannheim, Germany20222022-08-012022-10-316 band color compositsc6714_Mannheim_bands_20220801-20221031.tiftifc6714
Mannheim, Germany20232023-05-012023-07-316 band color compositsc6714_Mannheim_bands_20230501-20230731.tiftifc6714
Mannheim, Germany20232023-08-012023-10-316 band color compositsc6714_Mannheim_bands_20230801-20231031.tiftifc6714
Mannheim, Germany19841984-08-011984-10-31Vegetation indexc6714_Mannheim_NDVI_19840801-19841031.tiftifc6714
Mannheim, Germany19851985-08-011985-10-31Vegetation indexc6714_Mannheim_NDVI_19850801-19851031.tiftifc6714
Mannheim, Germany19861986-05-011986-07-31Vegetation indexc6714_Mannheim_NDVI_19860501-19860731.tiftifc6714
Mannheim, Germany19861986-08-011986-10-31Vegetation indexc6714_Mannheim_NDVI_19860801-19861031.tiftifc6714
Mannheim, Germany19871987-05-011987-07-31Vegetation indexc6714_Mannheim_NDVI_19870501-19870731.tiftifc6714
Mannheim, Germany19871987-08-011987-10-31Vegetation indexc6714_Mannheim_NDVI_19870801-19871031.tiftifc6714
Mannheim, Germany19891989-05-011989-07-31Vegetation indexc6714_Mannheim_NDVI_19890501-19890731.tiftifc6714
Mannheim, Germany19891989-08-011989-10-31Vegetation indexc6714_Mannheim_NDVI_19890801-19891031.tiftifc6714
Mannheim, Germany19901990-05-011990-07-31Vegetation indexc6714_Mannheim_NDVI_19900501-19900731.tiftifc6714
Mannheim, Germany19901990-08-011990-10-31Vegetation indexc6714_Mannheim_NDVI_19900801-19901031.tiftifc6714
Mannheim, Germany19911991-05-011991-07-31Vegetation indexc6714_Mannheim_NDVI_19910501-19910731.tiftifc6714
Mannheim, Germany19911991-08-011991-10-31Vegetation indexc6714_Mannheim_NDVI_19910801-19911031.tiftifc6714
Mannheim, Germany19921992-05-011992-07-31Vegetation indexc6714_Mannheim_NDVI_19920501-19920731.tiftifc6714
Mannheim, Germany19921992-08-011992-10-31Vegetation indexc6714_Mannheim_NDVI_19920801-19921031.tiftifc6714
Mannheim, Germany19931993-05-011993-07-31Vegetation indexc6714_Mannheim_NDVI_19930501-19930731.tiftifc6714
Mannheim, Germany19931993-08-011993-10-31Vegetation indexc6714_Mannheim_NDVI_19930801-19931031.tiftifc6714
Mannheim, Germany19941994-05-011994-07-31Vegetation indexc6714_Mannheim_NDVI_19940501-19940731.tiftifc6714
Mannheim, Germany19941994-08-011994-10-31Vegetation indexc6714_Mannheim_NDVI_19940801-19941031.tiftifc6714
Mannheim, Germany19951995-05-011995-07-31Vegetation indexc6714_Mannheim_NDVI_19950501-19950731.tiftifc6714
Mannheim, Germany19951995-08-011995-10-31Vegetation indexc6714_Mannheim_NDVI_19950801-19951031.tiftifc6714
Mannheim, Germany19961996-08-011996-10-31Vegetation indexc6714_Mannheim_NDVI_19960801-19961031.tiftifc6714
Mannheim, Germany19971997-05-011997-07-31Vegetation indexc6714_Mannheim_NDVI_19970501-19970731.tiftifc6714
Mannheim, Germany19971997-08-011997-10-31Vegetation indexc6714_Mannheim_NDVI_19970801-19971031.tiftifc6714
Mannheim, Germany19981998-05-011998-07-31Vegetation indexc6714_Mannheim_NDVI_19980501-19980731.tiftifc6714
Mannheim, Germany19981998-08-011998-10-31Vegetation indexc6714_Mannheim_NDVI_19980801-19981031.tiftifc6714
Mannheim, Germany19991999-08-011999-10-31Vegetation indexc6714_Mannheim_NDVI_19990801-19991031.tiftifc6714
Mannheim, Germany20012001-08-012001-10-31Vegetation indexc6714_Mannheim_NDVI_20010801-20011031.tiftifc6714
Mannheim, Germany20032003-05-012003-07-31Vegetation indexc6714_Mannheim_NDVI_20030501-20030731.tiftifc6714
Mannheim, Germany20032003-08-012003-10-31Vegetation indexc6714_Mannheim_NDVI_20030801-20031031.tiftifc6714
Mannheim, Germany20042004-05-012004-07-31Vegetation indexc6714_Mannheim_NDVI_20040501-20040731.tiftifc6714
Mannheim, Germany20042004-08-012004-10-31Vegetation indexc6714_Mannheim_NDVI_20040801-20041031.tiftifc6714
Mannheim, Germany20052005-05-012005-07-31Vegetation indexc6714_Mannheim_NDVI_20050501-20050731.tiftifc6714
Mannheim, Germany20052005-08-012005-10-31Vegetation indexc6714_Mannheim_NDVI_20050801-20051031.tiftifc6714
Mannheim, Germany20062006-05-012006-07-31Vegetation indexc6714_Mannheim_NDVI_20060501-20060731.tiftifc6714
Mannheim, Germany20062006-08-012006-10-31Vegetation indexc6714_Mannheim_NDVI_20060801-20061031.tiftifc6714
Mannheim, Germany20072007-05-012007-07-31Vegetation indexc6714_Mannheim_NDVI_20070501-20070731.tiftifc6714
Mannheim, Germany20082008-08-012008-10-31Vegetation indexc6714_Mannheim_NDVI_20080801-20081031.tiftifc6714
Mannheim, Germany20092009-05-012009-07-31Vegetation indexc6714_Mannheim_NDVI_20090501-20090731.tiftifc6714
Mannheim, Germany20092009-08-012009-10-31Vegetation indexc6714_Mannheim_NDVI_20090801-20091031.tiftifc6714
Mannheim, Germany20102010-05-012010-07-31Vegetation indexc6714_Mannheim_NDVI_20100501-20100731.tiftifc6714
Mannheim, Germany20112011-08-012011-10-31Vegetation indexc6714_Mannheim_NDVI_20110801-20111031.tiftifc6714
Mannheim, Germany20142014-05-012014-07-31Vegetation indexc6714_Mannheim_NDVI_20140501-20140731.tiftifc6714
Mannheim, Germany20152015-08-012015-10-31Vegetation indexc6714_Mannheim_NDVI_20150801-20151031.tiftifc6714
Mannheim, Germany20172017-05-012017-07-31Vegetation indexc6714_Mannheim_NDVI_20170501-20170731.tiftifc6714
Mannheim, Germany20182018-08-012018-10-31Vegetation indexc6714_Mannheim_NDVI_20180801-20181031.tiftifc6714
Mannheim, Germany20192019-05-012019-07-31Vegetation indexc6714_Mannheim_NDVI_20190501-20190731.tiftifc6714
Mannheim, Germany20192019-08-012019-10-31Vegetation indexc6714_Mannheim_NDVI_20190801-20191031.tiftifc6714
Mannheim, Germany20202020-05-012020-07-31Vegetation indexc6714_Mannheim_NDVI_20200501-20200731.tiftifc6714
Mannheim, Germany20202020-08-012020-10-31Vegetation indexc6714_Mannheim_NDVI_20200801-20201031.tiftifc6714
Mannheim, Germany20212021-05-012021-07-31Vegetation indexc6714_Mannheim_NDVI_20210501-20210731.tiftifc6714
Mannheim, Germany20212021-08-012021-10-31Vegetation indexc6714_Mannheim_NDVI_20210801-20211031.tiftifc6714
Mannheim, Germany20222022-05-012022-07-31Vegetation indexc6714_Mannheim_NDVI_20220501-20220731.tiftifc6714
Mannheim, Germany20222022-08-012022-10-31Vegetation indexc6714_Mannheim_NDVI_20220801-20221031.tiftifc6714
Mannheim, Germany20232023-05-012023-07-31Vegetation indexc6714_Mannheim_NDVI_20230501-20230731.tiftifc6714
Mannheim, Germany20232023-08-012023-10-31Vegetation indexc6714_Mannheim_NDVI_20230801-20231031.tiftifc6714
Mannheim, Germany19841984-08-011984-10-31Metabolism indexc6714_Mannheim_NirV_19840801-19841031.tiftifc6714
Mannheim, Germany19851985-08-011985-10-31Metabolism indexc6714_Mannheim_NirV_19850801-19851031.tiftifc6714
Mannheim, Germany19861986-05-011986-07-31Metabolism indexc6714_Mannheim_NirV_19860501-19860731.tiftifc6714
Mannheim, Germany19861986-08-011986-10-31Metabolism indexc6714_Mannheim_NirV_19860801-19861031.tiftifc6714
Mannheim, Germany19871987-05-011987-07-31Metabolism indexc6714_Mannheim_NirV_19870501-19870731.tiftifc6714
Mannheim, Germany19871987-08-011987-10-31Metabolism indexc6714_Mannheim_NirV_19870801-19871031.tiftifc6714
Mannheim, Germany19891989-05-011989-07-31Metabolism indexc6714_Mannheim_NirV_19890501-19890731.tiftifc6714
Mannheim, Germany19891989-08-011989-10-31Metabolism indexc6714_Mannheim_NirV_19890801-19891031.tiftifc6714
Mannheim, Germany19901990-05-011990-07-31Metabolism indexc6714_Mannheim_NirV_19900501-19900731.tiftifc6714
Mannheim, Germany19901990-08-011990-10-31Metabolism indexc6714_Mannheim_NirV_19900801-19901031.tiftifc6714
Mannheim, Germany19911991-05-011991-07-31Metabolism indexc6714_Mannheim_NirV_19910501-19910731.tiftifc6714
Mannheim, Germany19911991-08-011991-10-31Metabolism indexc6714_Mannheim_NirV_19910801-19911031.tiftifc6714
Mannheim, Germany19921992-05-011992-07-31Metabolism indexc6714_Mannheim_NirV_19920501-19920731.tiftifc6714
Mannheim, Germany19921992-08-011992-10-31Metabolism indexc6714_Mannheim_NirV_19920801-19921031.tiftifc6714
Mannheim, Germany19931993-05-011993-07-31Metabolism indexc6714_Mannheim_NirV_19930501-19930731.tiftifc6714
Mannheim, Germany19931993-08-011993-10-31Metabolism indexc6714_Mannheim_NirV_19930801-19931031.tiftifc6714
Mannheim, Germany19941994-05-011994-07-31Metabolism indexc6714_Mannheim_NirV_19940501-19940731.tiftifc6714
Mannheim, Germany19941994-08-011994-10-31Metabolism indexc6714_Mannheim_NirV_19940801-19941031.tiftifc6714
Mannheim, Germany19951995-05-011995-07-31Metabolism indexc6714_Mannheim_NirV_19950501-19950731.tiftifc6714
Mannheim, Germany19951995-08-011995-10-31Metabolism indexc6714_Mannheim_NirV_19950801-19951031.tiftifc6714
Mannheim, Germany19961996-08-011996-10-31Metabolism indexc6714_Mannheim_NirV_19960801-19961031.tiftifc6714
Mannheim, Germany19971997-05-011997-07-31Metabolism indexc6714_Mannheim_NirV_19970501-19970731.tiftifc6714
Mannheim, Germany19971997-08-011997-10-31Metabolism indexc6714_Mannheim_NirV_19970801-19971031.tiftifc6714
Mannheim, Germany19981998-05-011998-07-31Metabolism indexc6714_Mannheim_NirV_19980501-19980731.tiftifc6714
Mannheim, Germany19981998-08-011998-10-31Metabolism indexc6714_Mannheim_NirV_19980801-19981031.tiftifc6714
Mannheim, Germany19991999-08-011999-10-31Metabolism indexc6714_Mannheim_NirV_19990801-19991031.tiftifc6714
Mannheim, Germany20012001-08-012001-10-31Metabolism indexc6714_Mannheim_NirV_20010801-20011031.tiftifc6714
Mannheim, Germany20032003-05-012003-07-31Metabolism indexc6714_Mannheim_NirV_20030501-20030731.tiftifc6714
Mannheim, Germany20032003-08-012003-10-31Metabolism indexc6714_Mannheim_NirV_20030801-20031031.tiftifc6714
Mannheim, Germany20042004-05-012004-07-31Metabolism indexc6714_Mannheim_NirV_20040501-20040731.tiftifc6714
Mannheim, Germany20042004-08-012004-10-31Metabolism indexc6714_Mannheim_NirV_20040801-20041031.tiftifc6714
Mannheim, Germany20052005-05-012005-07-31Metabolism indexc6714_Mannheim_NirV_20050501-20050731.tiftifc6714
Mannheim, Germany20052005-08-012005-10-31Metabolism indexc6714_Mannheim_NirV_20050801-20051031.tiftifc6714
Mannheim, Germany20062006-05-012006-07-31Metabolism indexc6714_Mannheim_NirV_20060501-20060731.tiftifc6714
Mannheim, Germany20062006-08-012006-10-31Metabolism indexc6714_Mannheim_NirV_20060801-20061031.tiftifc6714
Mannheim, Germany20072007-05-012007-07-31Metabolism indexc6714_Mannheim_NirV_20070501-20070731.tiftifc6714
Mannheim, Germany20082008-08-012008-10-31Metabolism indexc6714_Mannheim_NirV_20080801-20081031.tiftifc6714
Mannheim, Germany20092009-05-012009-07-31Metabolism indexc6714_Mannheim_NirV_20090501-20090731.tiftifc6714
Mannheim, Germany20092009-08-012009-10-31Metabolism indexc6714_Mannheim_NirV_20090801-20091031.tiftifc6714
Mannheim, Germany20102010-05-012010-07-31Metabolism indexc6714_Mannheim_NirV_20100501-20100731.tiftifc6714
Mannheim, Germany20112011-08-012011-10-31Metabolism indexc6714_Mannheim_NirV_20110801-20111031.tiftifc6714
Mannheim, Germany20142014-05-012014-07-31Metabolism indexc6714_Mannheim_NirV_20140501-20140731.tiftifc6714
Mannheim, Germany20152015-08-012015-10-31Metabolism indexc6714_Mannheim_NirV_20150801-20151031.tiftifc6714
Mannheim, Germany20172017-05-012017-07-31Metabolism indexc6714_Mannheim_NirV_20170501-20170731.tiftifc6714
Mannheim, Germany20182018-08-012018-10-31Metabolism indexc6714_Mannheim_NirV_20180801-20181031.tiftifc6714
Mannheim, Germany20192019-05-012019-07-31Metabolism indexc6714_Mannheim_NirV_20190501-20190731.tiftifc6714
Mannheim, Germany20192019-08-012019-10-31Metabolism indexc6714_Mannheim_NirV_20190801-20191031.tiftifc6714
Mannheim, Germany20202020-05-012020-07-31Metabolism indexc6714_Mannheim_NirV_20200501-20200731.tiftifc6714
Mannheim, Germany20202020-08-012020-10-31Metabolism indexc6714_Mannheim_NirV_20200801-20201031.tiftifc6714
Mannheim, Germany20212021-05-012021-07-31Metabolism indexc6714_Mannheim_NirV_20210501-20210731.tiftifc6714
Mannheim, Germany20212021-08-012021-10-31Metabolism indexc6714_Mannheim_NirV_20210801-20211031.tiftifc6714
Mannheim, Germany20222022-05-012022-07-31Metabolism indexc6714_Mannheim_NirV_20220501-20220731.tiftifc6714
Mannheim, Germany20222022-08-012022-10-31Metabolism indexc6714_Mannheim_NirV_20220801-20221031.tiftifc6714
Mannheim, Germany20232023-05-012023-07-31Metabolism indexc6714_Mannheim_NirV_20230501-20230731.tiftifc6714
Mannheim, Germany20232023-08-012023-10-31Metabolism indexc6714_Mannheim_NirV_20230801-20231031.tiftifc6714
Mannheim, Germany1984Shape file - Attribute formatc6714_Mannheim_zones_s30l_1984.dbfdbfc6714
Mannheim, Germany1984Shape file - projection descriptionc6714_Mannheim_zones_s30l_1984.prjprjc6714
Mannheim, Germany1984Shape file - shape format (geometry)c6714_Mannheim_zones_s30l_1984.shpshpc6714
Mannheim, Germany1984Shape file - Shape index formatc6714_Mannheim_zones_s30l_1984.shxshxc6714
Mannheim, Germany1985Shape file - Attribute formatc6714_Mannheim_zones_s30l_1985.dbfdbfc6714
Mannheim, Germany1985Shape file - projection descriptionc6714_Mannheim_zones_s30l_1985.prjprjc6714
Mannheim, Germany1985Shape file - shape format (geometry)c6714_Mannheim_zones_s30l_1985.shpshpc6714
Mannheim, Germany1985Shape file - Shape index formatc6714_Mannheim_zones_s30l_1985.shxshxc6714
Mannheim, Germany1986Shape file - Attribute formatc6714_Mannheim_zones_s30l_1986.dbfdbfc6714
Mannheim, Germany1986Shape file - projection descriptionc6714_Mannheim_zones_s30l_1986.prjprjc6714
Mannheim, Germany1986Shape file - shape format (geometry)c6714_Mannheim_zones_s30l_1986.shpshpc6714
Mannheim, Germany1986Shape file - Shape index formatc6714_Mannheim_zones_s30l_1986.shxshxc6714
Mannheim, Germany1987Shape file - Attribute formatc6714_Mannheim_zones_s30l_1987.dbfdbfc6714
Mannheim, Germany1987Shape file - projection descriptionc6714_Mannheim_zones_s30l_1987.prjprjc6714
Mannheim, Germany1987Shape file - shape format (geometry)c6714_Mannheim_zones_s30l_1987.shpshpc6714
Mannheim, Germany1987Shape file - Shape index formatc6714_Mannheim_zones_s30l_1987.shxshxc6714
Mannheim, Germany1989Shape file - Attribute formatc6714_Mannheim_zones_s30l_1989.dbfdbfc6714
Mannheim, Germany1989Shape file - projection descriptionc6714_Mannheim_zones_s30l_1989.prjprjc6714
Mannheim, Germany1989Shape file - shape format (geometry)c6714_Mannheim_zones_s30l_1989.shpshpc6714
Mannheim, Germany1989Shape file - Shape index formatc6714_Mannheim_zones_s30l_1989.shxshxc6714
Mannheim, Germany1990Shape file - Attribute formatc6714_Mannheim_zones_s30l_1990.dbfdbfc6714
Mannheim, Germany1990Shape file - projection descriptionc6714_Mannheim_zones_s30l_1990.prjprjc6714
Mannheim, Germany1990Shape file - shape format (geometry)c6714_Mannheim_zones_s30l_1990.shpshpc6714
Mannheim, Germany1990Shape file - Shape index formatc6714_Mannheim_zones_s30l_1990.shxshxc6714
Mannheim, Germany1991Shape file - Attribute formatc6714_Mannheim_zones_s30l_1991.dbfdbfc6714
Mannheim, Germany1991Shape file - projection descriptionc6714_Mannheim_zones_s30l_1991.prjprjc6714
Mannheim, Germany1991Shape file - shape format (geometry)c6714_Mannheim_zones_s30l_1991.shpshpc6714
Mannheim, Germany1991Shape file - Shape index formatc6714_Mannheim_zones_s30l_1991.shxshxc6714
Mannheim, Germany1992Shape file - Attribute formatc6714_Mannheim_zones_s30l_1992.dbfdbfc6714
Mannheim, Germany1992Shape file - projection descriptionc6714_Mannheim_zones_s30l_1992.prjprjc6714
Mannheim, Germany1992Shape file - shape format (geometry)c6714_Mannheim_zones_s30l_1992.shpshpc6714
Mannheim, Germany1992Shape file - Shape index formatc6714_Mannheim_zones_s30l_1992.shxshxc6714
Mannheim, Germany1993Shape file - Attribute formatc6714_Mannheim_zones_s30l_1993.dbfdbfc6714
Mannheim, Germany1993Shape file - projection descriptionc6714_Mannheim_zones_s30l_1993.prjprjc6714
Mannheim, Germany1993Shape file - shape format (geometry)c6714_Mannheim_zones_s30l_1993.shpshpc6714
Mannheim, Germany1993Shape file - Shape index formatc6714_Mannheim_zones_s30l_1993.shxshxc6714
Mannheim, Germany1994Shape file - Attribute formatc6714_Mannheim_zones_s30l_1994.dbfdbfc6714
Mannheim, Germany1994Shape file - projection descriptionc6714_Mannheim_zones_s30l_1994.prjprjc6714
Mannheim, Germany1994Shape file - shape format (geometry)c6714_Mannheim_zones_s30l_1994.shpshpc6714
Mannheim, Germany1994Shape file - Shape index formatc6714_Mannheim_zones_s30l_1994.shxshxc6714
Mannheim, Germany1995Shape file - Attribute formatc6714_Mannheim_zones_s30l_1995.dbfdbfc6714
Mannheim, Germany1995Shape file - projection descriptionc6714_Mannheim_zones_s30l_1995.prjprjc6714
Mannheim, Germany1995Shape file - shape format (geometry)c6714_Mannheim_zones_s30l_1995.shpshpc6714
Mannheim, Germany1995Shape file - Shape index formatc6714_Mannheim_zones_s30l_1995.shxshxc6714
Mannheim, Germany1996Shape file - Attribute formatc6714_Mannheim_zones_s30l_1996.dbfdbfc6714
Mannheim, Germany1996Shape file - projection descriptionc6714_Mannheim_zones_s30l_1996.prjprjc6714
Mannheim, Germany1996Shape file - shape format (geometry)c6714_Mannheim_zones_s30l_1996.shpshpc6714
Mannheim, Germany1996Shape file - Shape index formatc6714_Mannheim_zones_s30l_1996.shxshxc6714
Mannheim, Germany1997Shape file - Attribute formatc6714_Mannheim_zones_s30l_1997.dbfdbfc6714
Mannheim, Germany1997Shape file - projection descriptionc6714_Mannheim_zones_s30l_1997.prjprjc6714
Mannheim, Germany1997Shape file - shape format (geometry)c6714_Mannheim_zones_s30l_1997.shpshpc6714
Mannheim, Germany1997Shape file - Shape index formatc6714_Mannheim_zones_s30l_1997.shxshxc6714
Mannheim, Germany1998Shape file - Attribute formatc6714_Mannheim_zones_s30l_1998.dbfdbfc6714
Mannheim, Germany1998Shape file - projection descriptionc6714_Mannheim_zones_s30l_1998.prjprjc6714
Mannheim, Germany1998Shape file - shape format (geometry)c6714_Mannheim_zones_s30l_1998.shpshpc6714
Mannheim, Germany1998Shape file - Shape index formatc6714_Mannheim_zones_s30l_1998.shxshxc6714
Mannheim, Germany1999Shape file - Attribute formatc6714_Mannheim_zones_s30l_1999.dbfdbfc6714
Mannheim, Germany1999Shape file - projection descriptionc6714_Mannheim_zones_s30l_1999.prjprjc6714
Mannheim, Germany1999Shape file - shape format (geometry)c6714_Mannheim_zones_s30l_1999.shpshpc6714
Mannheim, Germany1999Shape file - Shape index formatc6714_Mannheim_zones_s30l_1999.shxshxc6714
Mannheim, Germany2001Shape file - Attribute formatc6714_Mannheim_zones_s30l_2001.dbfdbfc6714
Mannheim, Germany2001Shape file - projection descriptionc6714_Mannheim_zones_s30l_2001.prjprjc6714
Mannheim, Germany2001Shape file - shape format (geometry)c6714_Mannheim_zones_s30l_2001.shpshpc6714
Mannheim, Germany2001Shape file - Shape index formatc6714_Mannheim_zones_s30l_2001.shxshxc6714
Mannheim, Germany2003Shape file - Attribute formatc6714_Mannheim_zones_s30l_2003.dbfdbfc6714
Mannheim, Germany2003Shape file - projection descriptionc6714_Mannheim_zones_s30l_2003.prjprjc6714
Mannheim, Germany2003Shape file - shape format (geometry)c6714_Mannheim_zones_s30l_2003.shpshpc6714
Mannheim, Germany2003Shape file - Shape index formatc6714_Mannheim_zones_s30l_2003.shxshxc6714
Mannheim, Germany2004Shape file - Attribute formatc6714_Mannheim_zones_s30l_2004.dbfdbfc6714
Mannheim, Germany2004Shape file - projection descriptionc6714_Mannheim_zones_s30l_2004.prjprjc6714
Mannheim, Germany2004Shape file - shape format (geometry)c6714_Mannheim_zones_s30l_2004.shpshpc6714
Mannheim, Germany2004Shape file - Shape index formatc6714_Mannheim_zones_s30l_2004.shxshxc6714
Mannheim, Germany2005Shape file - Attribute formatc6714_Mannheim_zones_s30l_2005.dbfdbfc6714
Mannheim, Germany2005Shape file - projection descriptionc6714_Mannheim_zones_s30l_2005.prjprjc6714
Mannheim, Germany2005Shape file - shape format (geometry)c6714_Mannheim_zones_s30l_2005.shpshpc6714
Mannheim, Germany2005Shape file - Shape index formatc6714_Mannheim_zones_s30l_2005.shxshxc6714
Mannheim, Germany2006Shape file - Attribute formatc6714_Mannheim_zones_s30l_2006.dbfdbfc6714
Mannheim, Germany2006Shape file - projection descriptionc6714_Mannheim_zones_s30l_2006.prjprjc6714
Mannheim, Germany2006Shape file - shape format (geometry)c6714_Mannheim_zones_s30l_2006.shpshpc6714
Mannheim, Germany2006Shape file - Shape index formatc6714_Mannheim_zones_s30l_2006.shxshxc6714
Mannheim, Germany2007Shape file - Attribute formatc6714_Mannheim_zones_s30l_2007.dbfdbfc6714
Mannheim, Germany2007Shape file - projection descriptionc6714_Mannheim_zones_s30l_2007.prjprjc6714
Mannheim, Germany2007Shape file - shape format (geometry)c6714_Mannheim_zones_s30l_2007.shpshpc6714
Mannheim, Germany2007Shape file - Shape index formatc6714_Mannheim_zones_s30l_2007.shxshxc6714
Mannheim, Germany2008Shape file - Attribute formatc6714_Mannheim_zones_s30l_2008.dbfdbfc6714
Mannheim, Germany2008Shape file - projection descriptionc6714_Mannheim_zones_s30l_2008.prjprjc6714
Mannheim, Germany2008Shape file - shape format (geometry)c6714_Mannheim_zones_s30l_2008.shpshpc6714
Mannheim, Germany2008Shape file - Shape index formatc6714_Mannheim_zones_s30l_2008.shxshxc6714
Mannheim, Germany2009Shape file - Attribute formatc6714_Mannheim_zones_s30l_2009.dbfdbfc6714
Mannheim, Germany2009Shape file - projection descriptionc6714_Mannheim_zones_s30l_2009.prjprjc6714
Mannheim, Germany2009Shape file - shape format (geometry)c6714_Mannheim_zones_s30l_2009.shpshpc6714
Mannheim, Germany2009Shape file - Shape index formatc6714_Mannheim_zones_s30l_2009.shxshxc6714
Mannheim, Germany2010Shape file - Attribute formatc6714_Mannheim_zones_s30l_2010.dbfdbfc6714
Mannheim, Germany2010Shape file - projection descriptionc6714_Mannheim_zones_s30l_2010.prjprjc6714
Mannheim, Germany2010Shape file - shape format (geometry)c6714_Mannheim_zones_s30l_2010.shpshpc6714
Mannheim, Germany2010Shape file - Shape index formatc6714_Mannheim_zones_s30l_2010.shxshxc6714
Mannheim, Germany2011Shape file - Attribute formatc6714_Mannheim_zones_s30l_2011.dbfdbfc6714
Mannheim, Germany2011Shape file - projection descriptionc6714_Mannheim_zones_s30l_2011.prjprjc6714
Mannheim, Germany2011Shape file - shape format (geometry)c6714_Mannheim_zones_s30l_2011.shpshpc6714
Mannheim, Germany2011Shape file - Shape index formatc6714_Mannheim_zones_s30l_2011.shxshxc6714
Mannheim, Germany2014Shape file - Attribute formatc6714_Mannheim_zones_s30l_2014.dbfdbfc6714
Mannheim, Germany2014Shape file - projection descriptionc6714_Mannheim_zones_s30l_2014.prjprjc6714
Mannheim, Germany2014Shape file - shape format (geometry)c6714_Mannheim_zones_s30l_2014.shpshpc6714
Mannheim, Germany2014Shape file - Shape index formatc6714_Mannheim_zones_s30l_2014.shxshxc6714
Mannheim, Germany2015Shape file - Attribute formatc6714_Mannheim_zones_s30l_2015.dbfdbfc6714
Mannheim, Germany2015Shape file - projection descriptionc6714_Mannheim_zones_s30l_2015.prjprjc6714
Mannheim, Germany2015Shape file - shape format (geometry)c6714_Mannheim_zones_s30l_2015.shpshpc6714
Mannheim, Germany2015Shape file - Shape index formatc6714_Mannheim_zones_s30l_2015.shxshxc6714
Mannheim, Germany2017Shape file - Attribute formatc6714_Mannheim_zones_s30l_2017.dbfdbfc6714
Mannheim, Germany2017Shape file - projection descriptionc6714_Mannheim_zones_s30l_2017.prjprjc6714
Mannheim, Germany2017Shape file - shape format (geometry)c6714_Mannheim_zones_s30l_2017.shpshpc6714
Mannheim, Germany2017Shape file - Shape index formatc6714_Mannheim_zones_s30l_2017.shxshxc6714
Mannheim, Germany2018Shape file - Attribute formatc6714_Mannheim_zones_s30l_2018.dbfdbfc6714
Mannheim, Germany2018Shape file - projection descriptionc6714_Mannheim_zones_s30l_2018.prjprjc6714
Mannheim, Germany2018Shape file - shape format (geometry)c6714_Mannheim_zones_s30l_2018.shpshpc6714
Mannheim, Germany2018Shape file - Shape index formatc6714_Mannheim_zones_s30l_2018.shxshxc6714
Mannheim, Germany2019Shape file - Attribute formatc6714_Mannheim_zones_s30l_2019.dbfdbfc6714
Mannheim, Germany2019Shape file - projection descriptionc6714_Mannheim_zones_s30l_2019.prjprjc6714
Mannheim, Germany2019Shape file - shape format (geometry)c6714_Mannheim_zones_s30l_2019.shpshpc6714
Mannheim, Germany2019Shape file - Shape index formatc6714_Mannheim_zones_s30l_2019.shxshxc6714
Mannheim, Germany2020Shape file - Attribute formatc6714_Mannheim_zones_s30l_2020.dbfdbfc6714
Mannheim, Germany2020Shape file - projection descriptionc6714_Mannheim_zones_s30l_2020.prjprjc6714
Mannheim, Germany2020Shape file - shape format (geometry)c6714_Mannheim_zones_s30l_2020.shpshpc6714
Mannheim, Germany2020Shape file - Shape index formatc6714_Mannheim_zones_s30l_2020.shxshxc6714
Mannheim, Germany2021Shape file - Attribute formatc6714_Mannheim_zones_s30l_2021.dbfdbfc6714
Mannheim, Germany2021Shape file - projection descriptionc6714_Mannheim_zones_s30l_2021.prjprjc6714
Mannheim, Germany2021Shape file - shape format (geometry)c6714_Mannheim_zones_s30l_2021.shpshpc6714
Mannheim, Germany2021Shape file - Shape index formatc6714_Mannheim_zones_s30l_2021.shxshxc6714
Mannheim, Germany2022Shape file - Attribute formatc6714_Mannheim_zones_s30l_2022.dbfdbfc6714
Mannheim, Germany2022Shape file - projection descriptionc6714_Mannheim_zones_s30l_2022.prjprjc6714
Mannheim, Germany2022Shape file - shape format (geometry)c6714_Mannheim_zones_s30l_2022.shpshpc6714
Mannheim, Germany2022Shape file - Shape index formatc6714_Mannheim_zones_s30l_2022.shxshxc6714
Mannheim, Germany2023Shape file - Attribute formatc6714_Mannheim_zones_s30l_2023.dbfdbfc6714
Mannheim, Germany2023Shape file - projection descriptionc6714_Mannheim_zones_s30l_2023.prjprjc6714
Mannheim, Germany2023Shape file - shape format (geometry)c6714_Mannheim_zones_s30l_2023.shpshpc6714
Mannheim, Germany2023Shape file - Shape index formatc6714_Mannheim_zones_s30l_2023.shxshxc6714