Forecasting Strategies for Haboobs: An Underreported Weather Phenomenon

An Enhanced Support Vector Regression Model for Weather Forecasting

An attempt is made in this paper to develop an Enhanced Support Vector Regression (ESVR ) model with more un-interpretable kernel functions in the domain of forecasting the weather conditions. Every predicate model takes input data set parameters, processing with in specified levels of classification into variable sets and countered with a variable set reduction to reach the decision of predict...

An Application of Time Series Analysis for Weather Forecasting

Weather forecasting has been one of the most challenging problems around the world for more than half a century. Not only because of its practical values in meteorology, but it is also a typical unbiased time series forecasting problem in scientific research. This paper utilizes artificial neural network (ANN) simulated in MATLAB to predict two important weather parameters i.e. maximum and mini...

Long-range Weather Forecasting

Forecasting Space Weather

Forecasting space weather events presents the ultimate challenge to a space physics model. Not only should physical constraints be satisfied, but also practical issues such as timeliness, accuracy, and reliability must be adequately addressed. To address these needs, modern space weather forecasters and users rely on a great variety of space weather models, ranging from simple regressions and e...

Weather and Forecasting

This is a preliminary PDF of the author-produced manuscript that has been peer-reviewed and accepted for publication. Since it is being posted so soon after acceptance, it has not yet been copyedited, formatted, or processed by AMS Publications. This preliminary version of the manuscript may be downloaded, distributed, and cited, but please be aware that there will be visual differences and pos...