A high-resolution multi-scale space-time precipitation model from direct measurements and remote sensing
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| Titles: | Main Title: A high-resolution multi-scale space-time precipitation model from direct measurements and remote sensing Subtitle: Second semi-annual report for IRTG |
| Description: | Abstract: Our final goal is to develop a consistent space-time, multilevel statistical model for precipitation estimates which merges 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 second semester of this thesis. We build a Bayesian model for the estimation of DSD parameters in the stationary case with both additive and multiplicative error terms. We evaluate our algorithm in idealized test cases. Starting from this foundation, we detail the necessary steps to develop our model to the next stage. |
Responsible Party
| Creator: | Katharina Schinagl (Author) |
| Publisher: | CRC/TR32 Database (TR32DB) |
| Publication Year: | 2016 |
Topic
| TR32 Topic: | Remote Sensing |
| Related Subproject: | D5 |
| Subjects: | Keywords: Precipitation, Geostatistics, Inverse Modelling, PhD Report, Remote Sensing |
File Details
| Filename: | kschinagl_report2.pdf |
| Data Type: | Text - Text |
| Size: | 14 Pages |
| File Size: | 1.1 MB |
| Date: | Created: 24.02.2015 |
| 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: | 24th of February, 2015 |
| Report Type: | PhD Report |
| Report City: | Bonn |
| Report Institution: | University of Bonn |
Metadata Details
| Metadata Creator: | Katharina Schinagl |
| Metadata Created: | 29.04.2016 |
| Metadata Last Updated: | 29.04.2016 |
| Subproject: | D5 |
| Funding Phase: | 3 |
| Metadata Language: | English |
| Metadata Version: | V50 |
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| Page Visits: | 796 |
| Metadata Downloads: | 0 |
| Dataset Downloads: | 0 |
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