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Forecasted visibility values of detected fog events between 11/2009 and 02/2016 at DWD stations 1639, 198 and 2044 as output of XGBoost modeling
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Dataset ID:
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586
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| Last updated: |
2025-06-30
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Dataset creators:
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Kai Richter
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Contact:
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Maik Dobbermann
Kai Richter
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Temporal coverage:
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2014-10-01 00:00:00
- 2016-02-26 00:00:00
- time zone: Europe/Berlin
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Geographic coverage:
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Europe
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Abstract:
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Abstract:
https://vhrz669.hrz.uni-marburg.de/lcrs/publications.do?citid=580
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Additional info:
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Additional info:
Each entity represents the model output (test data) for one model variant (Station, MSG+COSMO, Station+MSG+COSMO, Visibility-Only) of one DWD station (198 - Artern; 1639 - Gießen/Wettenberg; 2044 - Harzgerode). Each entity includes csv files of both hourly resoluted and Gaussian-interpolated minute-resoluted visibility value series. Each csv file represents one fog event.
**Attribute(s)**
Attribute Name -- Attribute Label Unit Attribute definition
"TIMESTAMP" -- Measurement Timestamp Datetime Timestamp of measurement
"Truth" -- Original visibility values km Original visibility values in 60 min
"Predicted" -- Forecasted visibility values km Forecasted visibility values in 60 min predicted by XGBoost model
"vis" -- Visibility values km Visibility values at the current timestamp
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Keywords:
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fog forecasting |
fog horizontal visibility |
XGBoost |
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Intellectual rights:
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lcrs.de
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| Entity name: |
modeloutput_198_msg_cosmo |
| Entity info: |
Model output for visibility nowcasting of MSG+COSMO variant, DWD station 198 (Artern) |
| Entity type: | otherEntity
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| Entity name: |
modeloutput_198_station_msg_cosmo |
| Entity info: |
Model output for visibility nowcasting of Station+MSG+COSMO variant, DWD station 198 (Artern) |
| Entity type: | otherEntity
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| Entity name: |
modeloutput_198_station |
| Entity info: |
Model output for visibility nowcasting of Station variant, DWD station 198 (Artern) |
| Entity type: | otherEntity
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| Entity name: |
modeloutput_198_visonly |
| Entity info: |
Model output for visibility nowcasting of Visibility-Only variant, DWD station 198 (Artern) |
| Entity type: | otherEntity
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| Entity name: |
modeloutput_1639_msg_cosmo |
| Entity info: |
Model output for visibility nowcasting of MSG+COSMO variant, DWD station 1639 (Gießen-Wettenberg) |
| Entity type: | otherEntity
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| Entity name: |
modeloutput_1639_station_msg_cosmo |
| Entity info: |
Model output for visibility nowcasting of Station+MSG+COSMO variant, DWD station 1639 (Gießen-Wettenberg) |
| Entity type: | otherEntity
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| Entity name: |
modeloutput_1639_station |
| Entity info: |
Model output for visibility nowcasting of Station variant, DWD station 1639 (Gießen-Wettenberg) |
| Entity type: | otherEntity
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| Entity name: |
modeloutput_1639_visonly |
| Entity info: |
Model output for visibility nowcasting of Visibility-Only variant, DWD station 1639 (Gießen-Wettenberg) |
| Entity type: | otherEntity
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| Entity name: |
modeloutput_2044_msg_cosmo |
| Entity info: |
Model output for visibility nowcasting of MSG+COSMO variant, DWD station 2044 (Harzgerode) |
| Entity type: | otherEntity
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| Entity name: |
modeloutput_2044_station_msg_cosmo |
| Entity info: |
Model output for visibility nowcasting of Station+MSG+COSMO variant, DWD station 2044 (Harzgerode) |
| Entity type: | otherEntity
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| Entity name: |
modeloutput_2044_station |
| Entity info: |
Model output for visibility nowcasting of Station variant, DWD station 2044 (Harzgerode) |
| Entity type: | otherEntity
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| Entity name: |
modeloutput_2044_visonly |
| Entity info: |
Model output for visibility nowcasting of Visibility-Only variant, DWD station 2044 (Harzgerode) |
| Entity type: | otherEntity
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