Rainfall prediction system using machine learning fusion for smart cities

A Rahman, S Abbas, M Gollapalli, R Ahmed, S Aftab… - Sensors, 2022 - mdpi.com
Precipitation in any form—such as rain, snow, and hail—can affect day-to-day outdoor
activities. Rainfall prediction is one of the challenging tasks in weather forecasting process …

Data-driven multi-step prediction and analysis of monthly rainfall using explainable deep learning

R He, L Zhang, AWZ Chew - Expert Systems with Applications, 2024 - Elsevier
Monthly rainfall prediction is a crucial topic for the management of water resources and
prevention of hydrological disasters. To make a multi-step monthly rainfall prediction and …
B Babar, LT Luppino, T Boström, SN Anfinsen - Solar Energy, 2020 - Elsevier
Datasets from meteorological reanalyses and retrievals from satellites are the available
sources of large-scale information about solar radiation. However, both the reanalyses and …

Time series data prediction using IoT and machine learning technique

R Kumar, P Kumar, Y Kumar - Procedia computer science, 2020 - Elsevier
Time series analysis and prediction have been widely accepted in various domains from last
two decades. Business analytics, Medical drugs & pharmaceutical, Dynamic Marketing …

Prediction of rainfall in Australia using machine learning

A Sarasa-Cabezuelo - Information, 2022 - mdpi.com
Meteorological phenomena is an area in which a large amount of data is generated and
where it is more difficult to make predictions about events that will occur due to the high …

A comparative study of extensive machine learning models for predicting long‐term monthly rainfall with an ensemble of climatic and meteorological predictors

Z Zhou, J Ren, X He, S Liu - Hydrological processes, 2021 - Wiley Online Library
Rainfall prediction is of vital importance in water resources management. Accurate long‐
term rainfall prediction remains an open and challenging problem. Machine learning …

Leveraging comparables for new product sales forecasting

L Baardman, I Levin, G Perakis… - Production and …, 2018 - journals.sagepub.com
Sales forecasting is central to the operations of most companies. Especially important is the
forecasting of new product sales, because these forecasts guide many decisions that …