aspg-18-2998-1792581955 20261021112555 American Scientific Publishing Group admin@americaspg.com American Scientific Publishing Group Journal of Intelligent Systems and Internet of Things JISIoT 2769-786X 2690-6791 2024 13 2 Ebtehal Akeel Hamed College of Physical Education and Sport Sciences, Al Qasim Green University, Babylon, 51013, Iraq Nahla Ibraheem Jabbar Babylon University, Collage of engineering, Babylon, Iraq Zaid Th Hassan Reconstruction and Projects Department, University of Baghdad, Baghdad, Iraq Refed Adnan Jaleel 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 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 141 149 2998 https://creativecommons.org/licenses/by/4.0/ 10.54216/JISIoT.130211 https://www.americaspg.com/journal/18/article/2998 https://www.americaspg.com/storage/31759876500.pdf