Giter VIP home page Giter VIP logo

flood_prediction's Introduction

Flood Prediction Model

By Team Phoenix

It's a web application for prediction flood in a particular area and also alert the people, and give them precaution on how to proceed on daily basis. Basically for our model, We will divide the model city into different grids,and categorize them on different parameters (describing below) into Red ,Blue & Green . Red indicates that region is flood prone,Blue indicates the region is normal(i.e. for normal rainfall and other conditions,that region will remain safe ) And atlast, Green indicates that region is adaptable for flood condition,or that region don't use to have high rainfall.

Now the parameters comes into the picture, so the parameters we are including are sewage, development of the city, it's greenery , the area of pasture qnd how much it's close to a river or a dam.

  • For the annual and monthly rainfall for the regions , we will take data from some weather forecasting websites.
  • Then we will check that wether the area is near to a river or a dam. then we'll take data of those rivers ,and calculate the capacity of precipitation that will not be a issue.
  • For the sewers, we have a different plan. We had assume that on their every main sewers of the city have height sensors attached to it . They regularly used to provide height of the waterflow in the sewers.Assuming that tunnel is of height h, and mean height of water flow through it is 0.4 h and water level is suddenly increasing. We check for the other parameters,and in which region does that region fall i.e. Red,Blue or Green. And acc. to the value of parameters declare that condition of flood are arising.

As the chances of flood are increasing , We'll notify them about the discreancies they are going to face. The measures they should take. We'll tell them about the near regions which are green and are safe during flood


Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    ๐Ÿ–– Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. ๐Ÿ“Š๐Ÿ“ˆ๐ŸŽ‰

Recommend Topics

  • javascript

    JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

  • web

    Some thing interesting about web. New door for the world.

  • server

    A server is a program made to process requests and deliver data to clients.

  • Machine learning

    Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google โค๏ธ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.