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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 <small>by Richter, K. (2025)</small>

Resource Description
Title: 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
Short Name: Forecasted visibility values at DWD stations 2009-2016
FOR816dw ID: 586
Publication Date: 2025-06-30
Last Update Date: 2025-06-30
License and Usage Rights: lcrs.de
Temporal Coverage:
Begin: 2014-10-01
End: 2016-02-26
Geographic Coverage:
Geographic Description: Europe
Bounding Coordinates:
- lon/lat [degrees]
- WGS 84
max latitude: Information not publicly available, please log in. Max: 4810.0 ( meter )
min longitude: Information not publicly available, please log in. max longitude: Information not publicly available, please log in. Elevation
min latitude: Information not publicly available, please log in. Min: 0.0 ( meter )
Dataset creator(s):
Individual: Kai Richter
Contact:
Abstract:
https://vhrz669.hrz.uni-marburg.de/lcrs/publications.do?citid=580
Additional Infos:
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. <br/> <br/> <br/> **Attribute(s)**<br/> <br/> Attribute Name -- Attribute Label Unit Attribute definition<br/> <br/> "TIMESTAMP" -- Measurement Timestamp Datetime Timestamp of measurement<br/> "Truth" -- Original visibility values km Original visibility values in 60 min<br/> "Predicted" -- Forecasted visibility values km Forecasted visibility values in 60 min predicted by XGBoost model<br/> "vis" -- Visibility values km Visibility values at the current timestamp<br/>
Keywords:
| fog forecasting | fog horizontal visibility | XGBoost |
Associated entities to this dataset:
-------- 1 . other entity --------
Entity name: modeloutput_198_msg_cosmo
Entity Description: Model output for visibility nowcasting of MSG+COSMO variant, DWD station 198 (Artern)
Tech. Details ...
Attribute(s) ...
-------- 2 . other entity --------
Entity name: modeloutput_198_station_msg_cosmo
Entity Description: Model output for visibility nowcasting of Station+MSG+COSMO variant, DWD station 198 (Artern)
Tech. Details ...
Attribute(s) ...
-------- 3 . other entity --------
Entity name: modeloutput_198_station
Entity Description: Model output for visibility nowcasting of Station variant, DWD station 198 (Artern)
Tech. Details ...
Attribute(s) ...
-------- 4 . other entity --------
Entity name: modeloutput_198_visonly
Entity Description: Model output for visibility nowcasting of Visibility-Only variant, DWD station 198 (Artern)
Tech. Details ...
Attribute(s) ...
-------- 5 . other entity --------
Entity name: modeloutput_1639_msg_cosmo
Entity Description: Model output for visibility nowcasting of MSG+COSMO variant, DWD station 1639 (Gießen-Wettenberg)
Tech. Details ...
Attribute(s) ...
-------- 6 . other entity --------
Entity name: modeloutput_1639_station_msg_cosmo
Entity Description: Model output for visibility nowcasting of Station+MSG+COSMO variant, DWD station 1639 (Gießen-Wettenberg)
Tech. Details ...
Attribute(s) ...
-------- 7 . other entity --------
Entity name: modeloutput_1639_station
Entity Description: Model output for visibility nowcasting of Station variant, DWD station 1639 (Gießen-Wettenberg)
Tech. Details ...
Attribute(s) ...
-------- 8 . other entity --------
Entity name: modeloutput_1639_visonly
Entity Description: Model output for visibility nowcasting of Visibility-Only variant, DWD station 1639 (Gießen-Wettenberg)
Tech. Details ...
Attribute(s) ...
-------- 9 . other entity --------
Entity name: modeloutput_2044_msg_cosmo
Entity Description: Model output for visibility nowcasting of MSG+COSMO variant, DWD station 2044 (Harzgerode)
Tech. Details ...
Attribute(s) ...
-------- 10 . other entity --------
Entity name: modeloutput_2044_station_msg_cosmo
Entity Description: Model output for visibility nowcasting of Station+MSG+COSMO variant, DWD station 2044 (Harzgerode)
Tech. Details ...
Attribute(s) ...
-------- 11 . other entity --------
Entity name: modeloutput_2044_station
Entity Description: Model output for visibility nowcasting of Station variant, DWD station 2044 (Harzgerode)
Tech. Details ...
Attribute(s) ...
-------- 12 . other entity --------
Entity name: modeloutput_2044_visonly
Entity Description: Model output for visibility nowcasting of Visibility-Only variant, DWD station 2044 (Harzgerode)
Tech. Details ...
Attribute(s) ...
Metadata Provider:
Individual: Kai Richter
Contact:
Contact Person:
Individual: Maik Dobbermann
Contact:
Individual: Kai Richter
Contact:
Online Distribution:
Download File: http://www.lcrs.de/data_pre.do?citid=586
Data Publisher:
Organization: LCRS - Laboratory for Climatology and Remote Sensing
Contact:


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