green-cover is a project that helps in analysing geo-mapped aerial data to estimate green cover and related factors.
A backend api has been built using Django REST Framework to achieve the same.
Link to the website: https://green-cover.netlify.app/
Link to backend repo: https://github.com/VirajPatidar/green-cover-backend
- React
- MATERIAL-UI
- axios
- date-fns
- Analysis of geo mapped photographs and satellite imagery to estimate green cover over time across the globe.
- Rendering dynamic maps to analyse green cover and generate timelapses representing change in green cover.
- To understand how increasing rate of deforestation is directly related to bad air quality and provide concrete statistics for the same.
- Time series chart/graph representing change in green cover over the years for the state of Maharashtra.
- Predicting type of landcover in the state of Maharashtra by performing supervised classification using existing datasets.
- Analysis of air quality on basis of various parameters for the state of Maharashtra.
- A system to manage and sign-up volunteers to arrange green drives and awareness programs.
| TASK / FEATURE | DATASET |
|---|---|
| Estimating Green Cover using Vegetation Indexes (Global) | |
| Timelapse for Normalized Difference Vegetation Index (NDVI) (Global) | |
| Time series graphical analysis representing Vegetation Indexes (NDVI & EVI) of Maharashtra | |
| Landcover Analysis of Maharashtra | |
| Analysing Air Quality of Maharashtra |