A Flood of Ideas

Your challenge is to develop a new methodology or algorithm that leverages Earth observation and critical infrastructure datasets to estimate damages to infrastructure caused by flooding. Make a measurable impact on the resilience of nations by helping the Earth observations community contribute to the United Nations’ primary effort to reduce disaster risk!

a new path for future

Summary

nowadays natural calamity such as floods is disturbing human habitations. To solve such kind of problem we need to expand our thinking in a broad way so the solution is AI.our Ai predicts with unsupervised learning algorithm it predicts the damage and human errors and live-feed of the realtime logical data.

How We Addressed This Challenge

image from 2020 warangal,india. floods with more than 250cm of average rainfall.

city which as history 1163Ad.

Actually my project solve the problem in all-round way for a solution in human evolution.

We affected floods in 2020 from the experience, we got lot of ideas to solve such kind of problems.


Our team gathered actual technology to improve the solution in many ways.(Catastrophe Risk Modeling) elaborated our mind with new technology such as embedded system, real-time traffic, cctv, thermal screaning, and satellite feed from these we can predicts errors and we solve in that areas and complete the areas to solve for prediction.How Artificial Intelligence Can Help Manage Flood of IoT )

Hence we conclude from the latest technology we can do a great innovation for Human evolution.

How We Developed This Project

 

we developed our project based on real-time traffic which we are using in Google maps from that technique we can solve with unsupervised AI machine learning algorithms to test the satellite database of weather, and installed water level embedded sensors in drainage system and checking the feed from social networks and connecting the auto mated light sensor in street light for detecting the electrical damage, for roads and infrastructure future prediction algorithms we speedily configure those areas to recover and non-damaged .for human loss artificial drone technology with detecting air and water content in some areas to predict the flue ,viral infection from these data AI detects and send alerts and important measurements to people and nearby rehabilitation centres

 

How We Used Space Agency Data in This Project

we used public resource such as new agency data and ISROs Gsat-30

IMDhome

Data & Resources

Data we collected from opensource such as google and local newschannel data.for developing the idea for the project we colllected form alberta emergency agency canada.

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Tags
#artificial intelligence #machinelearning #realtimedata #unsupervisedlearning #satelliteweatherdatabase #realtimedatabase #clouddatabase
Judging
This project was submitted for consideration during the Space Apps Judging process.