Nature

Rainfall Prediction Using Machine Learning Techniques

Rainfall prediction is fundamental to water resource management, agriculture, disaster mitigation and climate research. Traditional statistical approaches, such as linear regression and time-series ...
Nature

Water Quality Prediction Using Machine Learning Approaches

Water quality prediction has become pivotal for safeguarding aquatic ecosystems, ensuring public health and optimising management of water resources. Machine learning techniques offer a data‐driven ...
Frontiers

Failure Analysis and Risk Assessment of Natural Disasters Through Machine Learning and ...

This Research Topic is Volume VI of a series. The previous volumes can be found here: Volume I , Volume II , Volume III , Volume IV , and Volume V ...
GPS World

Evolution: Machine learning for station specific Ionosphere prediction in GNSS positioning

Ionospheric delay remains a significant error source in GNSS positioning, particularly for single-frequency users and during periods of enhanced space weather ...
Morningstar

Machine Learning Can Forecast Which Stock Factors Will Outperform

A recent study, “Picking Winners in Factorland: A Machine Learning Approach to Predicting Factor Returns,” set out to answer a critical question: Can machine learning techniques improve the prediction ...