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 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