First semi-annual report for IRTG D5: A high-resolution multi-scale space-time precipitation model from direct measurements and remote sensing
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| Title: | Main Title: First semi-annual report for IRTG D5: A high-resolution multi-scale space-time precipitation model from direct measurements and remote sensing |
| Description: | Abstract: Our final goal is to develop a consistent space-time, multilevel statistical model for precipitation estimates to merge rain radar measurements and gauge observations and at the same time accounting for the uncertainty which is present at several stages. In this report we summarize the work done in the first semester of this thesis. We give an overview of literature concerning modeling of precipitation estimates from radar and gauges, with special focus on hierarchical Bayesian approaches. We present a model that uses a transformed Gaussian random field as the latent process. Additionally, we are developing ideas for an alternative model, based on the drop size distribution. |
Responsible Party
| Creator: | Katharina Schinagl (Author) |
| Publisher: | CRC/TR32 Database (TR32DB) |
| Publication Year: | 2015 |
Topic
| TR32 Topic: | Atmosphere |
| Related Subproject: | D5 |
| Subjects: | Keywords: Precipitation, Geostatistics, Inverse Modelling, PhD Report |
File Details
| Filename: | kschinagl_report1.pdf |
| Data Type: | Text - Text |
| File Size: | 266 KB |
| Date: | Created: 29.06.2015 |
| 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: | 29th of June, 2015 |
| Report Type: | PhD Report |
| Report City: | Bonn |
| Report Institution: | University of Bonn |
Metadata Details
| Metadata Creator: | Katharina Schinagl |
| Metadata Created: | 16.10.2015 |
| Metadata Last Updated: | 16.10.2015 |
| Subproject: | D5 |
| Funding Phase: | 3 |
| Metadata Language: | English |
| Metadata Version: | V50 |
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| Page Visits: | 665 |
| Metadata Downloads: | 0 |
| Dataset Downloads: | 2 |
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