This research is primarily about water quality parameters mapping and time series forecasting of water nutrients. Additionally, it will develop a dynamic framework capable of concurrently retrieving water quality indicators in the coastal and inland waters through in-situ sensors and satellite imagery. In the future this project will focus on building a real time water quality monitoring and forecasting model for large scale and sustainable long-term usage.