Paper Key : IRJ************394
Author: Rekha Kulkarni,Shreya Pujari,Chaitrali Ugale,Manasi Kasar
Date Published: 11 May 2023
Abstract
Enhanced adaptation strategies are required as a consequence of environments increased severity of natural catastrophes. As climate change is a major threat to mankind, individual behavior adjustments are necessary to avert its disastrous effects. Bringing the prospective effects of extreme weather events, like floods, more tangible in familiar settings might help and make the abstract effects of climate changemoretangible.The project aims to increase public understanding of how, due to its influence in extreme weather events and rising seas, climate change is increasing the risk of floods globally. GAN was used to create a website that projects catastrophic climate disasters onto user-chosen images and locales. Additionally, it makes use of ML models to forecast floods and their effects. In this study, we explain the complexities of our system and demonstrate how well our model generates photorealistic floods and forecasts future floods using weather forecast data.
DOI LINK : 10.56726/IRJMETS37875 https://www.doi.org/10.56726/IRJMETS37875