Data visualization, statistical analysis and predictions of climate trends for Sarajevo metropolitan area

DATA VISUALIZATION, STATISTICAL ANALYSIS AND PREDICTIONS OF CLIMATE TRENDS FOR SARAJEVO METROPOLITAN AREA

Abstract

We present data on overall changes of the meteorological phenomena in Sarajevo Metropolitan Area for the period between 1942 and 2017. For this period, we collected data on yearly minimum and maximum temperature, as well as precipitation levels. We use it to visually present trends and characteristic patterns during this 75-year period for the metropolitan area of Sarajevo. Our aim is to ascertain if and how Sarajevo long-term weather conditions align and fit in local manifestations of a global climate phenomenon of global warming. In addition, we use the existent data and statistical methods to predict the future trends for mentioned meteorological phenomena by applying neural networks and evaluating the fit of our forecasts using usual measures of fit.

Keywords

Climate Change, Statistics, Probability, Heat-wave, Cold-wave, Drought, Wildfire, Flood, Precipitation, Temperature

Nedim Sladić

Faculty of Engineering and Natural Sciences of

International University of Sarajevo

Sarajevo, Bosnia and Herzegovina
nedim.sladic@novabh.tv

Pregled rada

Shopping cart
There are no products in the cart!
Continue shopping