2022 · 30 citations · 7 references
ComputingComputer ScienceHydrologyHydrologic ForecastingMachine LearningRemote SensingDeep LearningNeural NetworksRemote Sensing Image AnalysisWater QualityConvolutional Neural NetworksDeep Learning For ForecastingDeep Learning For Time Series ForecastingDeep Learning-based ForecastingMachine Learning-based Hydrologic ForecastingRiver Water Quality ManagementWater Quality ForecastingWater Quality Remote Sensing
In this study, we find that two types of studies available on Ganga River Water Quality Forecasting based on Neural Networks. One Study based on Remote Sensing (RS), In which Water Quality Parameters (WQPs) are calculated from satellite images. Another Study based on WQPs collected by laboratories or stations established by Government of different states in India. We will provide the detail analysis of these two types of studies & their finding till now available in various research papers. Research will be continuing in the field of Deep Learning (DL) and Machine Learning (ML), many different ML &DL systems are available currently. Based on the findings of this study we establish a Method for effective assessment of Water Quality.
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A rainfall prediction model using artificial neural network
Kumar Abhishek, Abhay Kumar, Rajeev Ranjan et al. · 2012 · 229 citations