NatDisP – An Intelligent Natural Disaster Predictor

Abstract

Natural disasters are adverse actions that happen due to the natural processes of the earth. In today’s world with so much pollution, global warming and because of so many reasons, natural disasters are happening far more than they used to happen before and many people in the world face problems, lose their houses, livelihoods and even their houses. It is really painful to get to know the effects of these natural disasters. So, this paper proposes a model which helps us predict natural disasters before they happen using wireless technologies. In this paper modern technologies like IOT, artificial intelligence and machine learning are used. Here for the prediction of each disaster, data/signals given by nature are used , for example for the earthquake module the seismic signals from the earth are used, systems like UNITE are used where the sensors placed in the earth to get the seismic data. For the other disasters also such data is taken from signals given by nature. A detailed explanation on how disasters are predicted based on these simple signals and data from nature is given. In this paper solutions based on wireless technologies to solve some after effects of these natural disasters are also suggested . So, basically our idea is to have all disasters predicted in one place using modern computer science technologies.

IoT applications and challenges in smart cities and services

“…In another research, a natural disaster Predicator (NatDiP) model can detect has been proposed that can detect five natural disasters using different environmental, historical and geological factors. Additionally, KNN, Ensebmble, SVM and Regression techniques have been applied to measure accuracy value of disaster chances, that is, earthquake using seismic data collected placed in earth [131].…”

Applying Artificial Intelligence (AI) for Mitigation Climate Change Consequences of the Natural Disasters

“…Using AI for disaster management can save communities, lives and livelihoods. Currently, AI can predict four types of natural disasters: earthquakes; volcanic eruptions; hurricanes and tornadoes (Luciano 2018; Gupta&Roy 2020; Mittapalli et al 2021;Kuglitsch et al 2022).…”