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sig_preprocess's Introduction

SIG Preprocess

This project goal is to extract NDVI information to create a time series for a specific farm.

Requirements

Necessary packages are listed in requirements.txt Recommend creating a virtual enviroment for this installation.

Directory structure

.
├── data 
│   ├── IMAGENS_PLANET     # Raw files
│   ├── ndvi_images        # NDVI extracted files
│   ├── clip_images        # NDVI and clipped files
│   ├── gleba01.geojson    # Shape file
├── main.py                # Main file to run all preprocess
├── ndvi_band.ipynb        # Python notebook used to experiment and visualize NDVI extraction
├── clip.ipynb             # Python notebook used to clip images
├── ndvi_average.ipynb     # Python notebook used to get average NDVI of clipped NDVI images
├── README.md              # This document
├── requirements.txt       # Package requirements list

Data folder is private, it's creation should be done manually.

sig_preprocess's People

Contributors

guilhermeromano avatar

Watchers

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