High-resolution space-time modelling for precipitation
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Identification
| Title: | Main Title: High-resolution space-time modelling for precipitation |
| Description: | Abstract: The goal of my work 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 fferent types of measurements for rain. In order to do this we face measurements on di fferent scales. The merging will be done on large scales followed by disaggregation to smaller scales for hydrological modelling. A crucial point at the beginning of my work is the property of rain not following Gaussian distribution. The methods to be used are Geostatistics, Bayesian hierarchical modelling and the theory of Gaussian Markov Random Fields. |
Responsible Party
| Creator: | Katharina Krebsbach (Author) |
| Publisher: | CRC/TR32 Database (TR32DB) |
| Publication Year: | 2013 |
Topic
| TR32 Topic: | Atmosphere |
| Related Subproject: | D5 |
| Subject: | Keyword: PhD Report |
File Details
| Filename: | Report1_Krebsbach_2011.pdf |
| Data Type: | Text - Text |
| File Size: | 233 KB |
| Date: | Available: 17.10.2011 |
| Mime Type: | application/pdf |
| Data Format: | |
| Language: | English |
| Status: | Completed |
Constraints
| Download Permission: | Only Project Members |
| 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 |
Geographic
Specific Information - Report
| Report Date: | 17th of October, 2011 |
| Report Type: | PhD Report |
| Report City: | Bonn, Germany |
| Report Institution: | Meteorological Institute, University of Bonn, Germany |
| Number of Pages: | 9 (1 - 9) |
| Further Information: | TR32 Student Report Phase II |
Metadata Details
| Metadata Creator: | Katharina Krebsbach |
| Metadata Created: | 16.12.2013 |
| Metadata Last Updated: | 16.12.2013 |
| Subproject: | D5 |
| Funding Phase: | 2 |
| Metadata Language: | English |
| Metadata Version: | V50 |
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Dataset Statistics
| Page Visits: | 665 |
| Metadata Downloads: | 0 |
| Dataset Downloads: | 10 |
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Adequate reference when this dataset will be discussed or used in any publication or presentation is mandatory. In this case please contact the dataset creator.
