Qualitative Precipitation Estimation from Satellite Data Based on Distributed Domain-Specific Architecture
This paper presents the qualitative precipitation estimation (QPE) based on data from the Himawari satellite and distributed-domain specific architecture. The QPE process consists of receiving and managing the raw data from the satellite every 10 minutes and calculating the rain-temperature relation...
Saved in:
| Main Authors: | , , |
|---|---|
| Format: | Article |
| Language: | English |
| Published: |
Wiley
2021-01-01
|
| Series: | Modelling and Simulation in Engineering |
| Online Access: | http://dx.doi.org/10.1155/2021/8827900 |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
| _version_ | 1850219537745575936 |
|---|---|
| author | Sethakarn Prongnuch Theerayod Wiangtong Suchada Sitjongsataporn |
| author_facet | Sethakarn Prongnuch Theerayod Wiangtong Suchada Sitjongsataporn |
| author_sort | Sethakarn Prongnuch |
| collection | DOAJ |
| description | This paper presents the qualitative precipitation estimation (QPE) based on data from the Himawari satellite and distributed-domain specific architecture. The QPE process consists of receiving and managing the raw data from the satellite every 10 minutes and calculating the rain-temperature relationship. The aim of this research is to decrease the QPE processing time by using distributed domain-specific architecture (DDSA), with 9 small computing boards are connected to a gigabit switch. Instead of using a high-performance PC, this distributed embedded system is also suitable for processing interval data receiving from the satellite every 10 minutes. The experimental results show that the proposed fast-satellite data processing algorithm is optimal for QPE processing on the DDSA platform, requiring 115.53 seconds processing time and low power consumption. |
| format | Article |
| id | doaj-art-74cee78fdcfd4f2bb59e38a353e9036a |
| institution | OA Journals |
| issn | 1687-5591 1687-5605 |
| language | English |
| publishDate | 2021-01-01 |
| publisher | Wiley |
| record_format | Article |
| series | Modelling and Simulation in Engineering |
| spelling | doaj-art-74cee78fdcfd4f2bb59e38a353e9036a2025-08-20T02:07:20ZengWileyModelling and Simulation in Engineering1687-55911687-56052021-01-01202110.1155/2021/88279008827900Qualitative Precipitation Estimation from Satellite Data Based on Distributed Domain-Specific ArchitectureSethakarn Prongnuch0Theerayod Wiangtong1Suchada Sitjongsataporn2Department of Computer Engineering, Faculty of Industrial Technology, Suan Sunandha Rajabhat University, Bangkok 10300, ThailandDepartment of Electrical Engineering, Faculty of Engineering, King Mongkut’s Institute of Technology Ladkrabang, Bangkok 10520, ThailandDepartment of Electronic Engineering, Mahanakorn Institute of Innovation (MII), Faculty of Engineering and Technology, Mahanakorn University of Technology, Bangkok 10530, ThailandThis paper presents the qualitative precipitation estimation (QPE) based on data from the Himawari satellite and distributed-domain specific architecture. The QPE process consists of receiving and managing the raw data from the satellite every 10 minutes and calculating the rain-temperature relationship. The aim of this research is to decrease the QPE processing time by using distributed domain-specific architecture (DDSA), with 9 small computing boards are connected to a gigabit switch. Instead of using a high-performance PC, this distributed embedded system is also suitable for processing interval data receiving from the satellite every 10 minutes. The experimental results show that the proposed fast-satellite data processing algorithm is optimal for QPE processing on the DDSA platform, requiring 115.53 seconds processing time and low power consumption.http://dx.doi.org/10.1155/2021/8827900 |
| spellingShingle | Sethakarn Prongnuch Theerayod Wiangtong Suchada Sitjongsataporn Qualitative Precipitation Estimation from Satellite Data Based on Distributed Domain-Specific Architecture Modelling and Simulation in Engineering |
| title | Qualitative Precipitation Estimation from Satellite Data Based on Distributed Domain-Specific Architecture |
| title_full | Qualitative Precipitation Estimation from Satellite Data Based on Distributed Domain-Specific Architecture |
| title_fullStr | Qualitative Precipitation Estimation from Satellite Data Based on Distributed Domain-Specific Architecture |
| title_full_unstemmed | Qualitative Precipitation Estimation from Satellite Data Based on Distributed Domain-Specific Architecture |
| title_short | Qualitative Precipitation Estimation from Satellite Data Based on Distributed Domain-Specific Architecture |
| title_sort | qualitative precipitation estimation from satellite data based on distributed domain specific architecture |
| url | http://dx.doi.org/10.1155/2021/8827900 |
| work_keys_str_mv | AT sethakarnprongnuch qualitativeprecipitationestimationfromsatellitedatabasedondistributeddomainspecificarchitecture AT theerayodwiangtong qualitativeprecipitationestimationfromsatellitedatabasedondistributeddomainspecificarchitecture AT suchadasitjongsataporn qualitativeprecipitationestimationfromsatellitedatabasedondistributeddomainspecificarchitecture |