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Weather Data Visualization and Analytical Platform
- Source :
- Scalable Computing: Practice and Experience
- Publication Year :
- 2018
-
Abstract
- This article aims to present a web-based interactive visualization and analytical platform for weather data in Armenia by integrating the three existing infrastructures for observational data, numerical weather prediction, and satellite image processing. The weather data used in the platform consists of near-surface atmospheric elements including air temperature, pressure, relative humidity, wind and precipitation. The visualization and analytical platform has been implemented for 2-m surface temperature. The platform gives Armenian State Hydrometeorological and Monitoring Service analytical capabilities to analyze the in-situ observations, model and satellite image data per station and region for a given period.
- Subjects :
- Service (systems architecture)
Web-based visualization
Observational data
010504 meteorology & atmospheric sciences
General Computer Science
Computer science
Numerical weather prediction
02 engineering and technology
01 natural sciences
Satellite image processing
0202 electrical engineering, electronic engineering, information engineering
Hydrometeorology
Relative humidity
Interactive visualization
Physics::Atmospheric and Oceanic Physics
0105 earth and related environmental sciences
Remote sensing
OLAP
Online analytical processing
Visualization
Weather data
13. Climate action
Base de données
020201 artificial intelligence & image processing
Subjects
Details
- ISSN :
- 18951767
- Database :
- OpenAIRE
- Journal :
- Scalable Computing: Practice and Experience
- Accession number :
- edsair.doi.dedup.....7ef39c1e1fe363035e018128eec5d233
- Full Text :
- https://doi.org/10.12694/scpe.v19i2.1351