[615] - Aggregation and Disaggregation of radar rainfall data

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Krebsbach, K., 2012. Aggregation and Disaggregation of radar rainfall data. PhD Report, Meteorological Institute, University of Bonn, Germany, Bonn, Germany. Accessed from https://www.tr32db.uni-koeln.de/data.php?dataID=615 at 2019-08-20.
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Title(s):Main Title: Aggregation and Disaggregation of radar rainfall data
Description(s):Abstract: Our fi nal goal is to develop a consistent space-time, multilevel statistical model that merges rain radar measurements and other observations of precipitation. The model shall represent spatial dependences, take account of systematic and random errors of radar data and combine di erent types of measurements for rain. In order to do this we face measurements on diff erent scales. The merging will be done on large scales followed by disaggregation to smaller scales for hydrological modelling. At the beginning we transform rainfall intensity to a suitable and useful distribution. Then correlations are derived and a Gaussian Markov random fi eld is fitted. The methods to be used are Geostatistics, Bayesian hierarchical modelling and the theory of Gaussian Markov Random Fields.
Responsible Party
Creator(s):Author: Katharina Krebsbach
Publisher:CRC/TR32 Database (TR32DB)
TR32 Topic:Remote Sensing
Subject(s):CRC/TR32 Keywords: PhD Report
File Details
File Name:Report2_Krebsbach_2012.pdf
Data Type:Text
File Size:1160 kB (1.133 MB)
Date(s):Available: 2012-03-30
Mime Type:application/pdf
Data Format:PDF
Download Permission:OnlyTR32
General Access and Use Conditions:According to the TR32DB data policy agreement.
Access Limitations:According to the TR32DB data policy agreement.
Licence:TR32DB Data policy agreement
North:-no map data
Measurement Region:NorthRhine-Westphalia
Measurement Location:--NorthRhine-Westphalia--
Specific Informations - Report
Report Date:30th of March, 2012
Report Type:PhD Report
Report City:Bonn, Germany
Report Institution:Meteorological Institute, University of Bonn, Germany
Number Of Pages:14
Period of Pages:1 - 14
Further Informations:TR32 Student Report Phase II
Metadata Details
Metadata Creator:Katharina Krebsbach
Metadata Created:2013-12-16
Metadata Last Updated:2013-12-16
Funding Phase:2
Metadata Language:English
Metadata Version:V40
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