Journal of Intelligent Systems and Internet of Things
JISIoT
2690-6791
2769-786X
10.54216/JISIoT
https://www.americaspg.com/journals/show/2998
2019
2019
An effective Web System for Weather monitoring using Artificial Neural Network Based on Internet of Things and Cloud Computing
Al Qasim Green University, Babylon, Iraq
Refed
Refed
Babylon University, Collage of engineering, Babylon, Iraq
Nahla Ibraheem
Jabbar
Reconstruction and Projects Department, University of Baghdad, Baghdad, Iraq
Zaid Th
Hassan
Info. & Comm. Engineering, Al-Nahrain University, Baghdad, Iraq; Commission of Care for Persons with Disabilities and Special Needs, Ministry of Labor and Social Affairs, Baghdad, Iraq
Refed Adnan
Jaleel
This research presents an effective web system for weather monitoring based on the Internet of Things (IoT) and cloud computing. The three primary parts of the system are an online application, a cloud platform, and Internet of Things-based weather stations. Periodically, IoT-based weather stations gather meteorological data and send it to a cloud platform. The ANN model can access the meteorological data that is stored in a database by the cloud platform. ANN model utilizes the meteorological data to produce predictions for several weather factors. The web application gives users access to real-time weather data and forecasts.
2024
2024
141
149
10.54216/JISIoT.130211
https://www.americaspg.com/articleinfo/18/show/2998