loading
Papers Papers/2022 Papers Papers/2022

Research.Publish.Connect.

Paper

Paper Unlock

Authors: Oudomseila Phok ; Jiwan Lee and Bonghee Hong

Affiliation: Pusan National University, Korea, Republic of

Keyword(s): Radar Image, Correlation Analysis, Multiple Linear Regression, Predictive Model, Big Data.

Abstract: The radar image represents the intensity of the rainfall measured at the observatory by the image pixel color value. It is the goal of this paper to find that the radar image values at a given point calculate the rainfall at a given time. Correlation analysis between radar images and rainfall data provided by rainfall gauges installed at very rare intervals is performed first. Based on this correlation analysis, we find out how to calculate the rainfall in the area where AWS is not installed by radar image. The biggest challenge of this paper is to find a predictive model of rainfall that takes into accounts the movement patterns of radar images affected by wind direction, wind speed, temperature and humidity.

CC BY-NC-ND 4.0

Sign In Guest: Register as new SciTePress user now for free.

Sign In SciTePress user: please login.

PDF ImageMy Papers

You are not signed in, therefore limits apply to your IP address 3.229.124.236

In the current month:
Recent papers: 100 available of 100 total
2+ years older papers: 200 available of 200 total

Paper citation in several formats:
Phok, O.; Lee, J. and Hong, B. (2018). Rainfall Prediction Model based on Radar Image Analysis Processing. In Proceedings of the 3rd International Conference on Internet of Things, Big Data and Security - IoTBDS; ISBN 978-989-758-296-7; ISSN 2184-4976, SciTePress, pages 315-319. DOI: 10.5220/0006809903150319

@conference{iotbds18,
author={Oudomseila Phok. and Jiwan Lee. and Bonghee Hong.},
title={Rainfall Prediction Model based on Radar Image Analysis Processing},
booktitle={Proceedings of the 3rd International Conference on Internet of Things, Big Data and Security - IoTBDS},
year={2018},
pages={315-319},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0006809903150319},
isbn={978-989-758-296-7},
issn={2184-4976},
}

TY - CONF

JO - Proceedings of the 3rd International Conference on Internet of Things, Big Data and Security - IoTBDS
TI - Rainfall Prediction Model based on Radar Image Analysis Processing
SN - 978-989-758-296-7
IS - 2184-4976
AU - Phok, O.
AU - Lee, J.
AU - Hong, B.
PY - 2018
SP - 315
EP - 319
DO - 10.5220/0006809903150319
PB - SciTePress