https://github.com/brazil-data-cube/code-gallery

A gallery of interesting Jupyter Notebooks based on Brazil Data Cube data and technologies
https://github.com/brazil-data-cube/code-gallery

earth-observation earth-science geospatial gis image-database python r

Last synced: 6 months ago
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A gallery of interesting Jupyter Notebooks based on Brazil Data Cube data and technologies

• Host: GitHub
• URL: https://github.com/brazil-data-cube/code-gallery
• Owner: brazil-data-cube
• License: gpl-3.0
• Created: 2020-11-04T14:23:07.000Z (almost 5 years ago)
• Default Branch: master
• Last Pushed: 2025-03-27T14:13:23.000Z (7 months ago)
• Last Synced: 2025-04-02T04:09:36.802Z (6 months ago)
• Topics: earth-observation, earth-science, geospatial, gis, image-database, python, r
• Language: Jupyter Notebook
• Homepage:
• Size: 102 MB
• Stars: 65
• Watchers: 7
• Forks: 28
• Open Issues: 3
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

          


# Brazil Data Cube Code Gallery

[![Software License](https://img.shields.io/badge/license-MIT-green)](https://github.com/brazil-data-cube/code-gallery/blob/master/LICENSE)

[![Software Life Cycle](https://img.shields.io/badge/lifecycle-maturing-blue.svg)](https://www.tidyverse.org/lifecycle/#maturing)

[![nbviewer](https://raw.githubusercontent.com/jupyter/design/master/logos/Badges/nbviewer_badge.svg)](https://nbviewer.jupyter.org/github/brazil-data-cube/code-gallery/blob/master/table-of-contents.ipynb)

[![Join us at Discord](https://img.shields.io/discord/689541907621085198?logo=discord&logoColor=ffffff&color=7389D8)](https://discord.com/channels/689541907621085198#)

This repository contains a gallery of interesting Jupyter Notebooks, R Markdown and scripts based on Brazil Data Cube data and technologies.

# Jupyter Notebooks

## Data Access through SpatioTemporal Asset Catalog API (STAC)

- Introduction to the SpatioTemporal Asset Catalog. ([Python](https://github.com/brazil-data-cube/code-gallery/blob/master/jupyter/Python/stac/stac-introduction.ipynb), [R](https://github.com/brazil-data-cube/code-gallery/blob/master/jupyter/R/stac/stac-introduction.ipynb))

- Image processing on images obtained through STAC. ([Python](https://github.com/brazil-data-cube/code-gallery/blob/master/jupyter/Python/stac/stac-image-processing.ipynb)).

## Web Time Series Service (WTSS)

- Introduction to the Web Time Series Service (WTSS). ([Python](https://github.com/brazil-data-cube/code-gallery/blob/master/jupyter/Python/wtss/wtss-introduction.ipynb), [R](https://github.com/brazil-data-cube/code-gallery/blob/master/jupyter/R/wtss/wtss-introduction.ipynb)).

- Web Time Series Service (WTSS) examples. ([Python](https://github.com/brazil-data-cube/code-gallery/blob/master/jupyter/Python/wtss/wtss-examples.ipynb), [R](https://github.com/brazil-data-cube/code-gallery/blob/master/jupyter/R/wtss/wtss-examples.ipynb)).

- Web Time Series Service 2 - Time series from geometry. ([Python](https://github.com/brazil-data-cube/code-gallery/blob/master/jupyter/Python/wtss/wtss2.ipynb)).

## Web Land Trajectory Service (WLTS)

- Introduction to the Web Land Trajectory Service (WLTS). ([Python](https://github.com/brazil-data-cube/code-gallery/blob/master/jupyter/Python/wlts/wlts-introduction.ipynb), [R](https://github.com/brazil-data-cube/code-gallery/blob/master/jupyter/R/wlts/wlts-introduction.ipynb))

- Web Land Trajectory Service (WLTS) examples. ([Python](https://github.com/brazil-data-cube/code-gallery/blob/master/jupyter/Python/wlts/wlts-example.ipynb)).

## Web Crop Phenology Metrics Service (WCPMS)

- Introduction to the Web Crop Phenology Metrics Service (WCPMS). ([Python](https://github.com/brazil-data-cube/code-gallery/blob/master/jupyter/Python/wcpms/wcpms-introduction.ipynb)).

- Web Crop Phenology Metrics Service (WCPMS) Examples. ([Python](https://github.com/brazil-data-cube/code-gallery/blob/master/jupyter/Python/wcpms/wcpms-example.ipynb)).

## Land Cover Classification System Service (LCCS)

* Introduction to the Land Cover Classification System Service (LCCS). ([Python](https://github.com/brazil-data-cube/code-gallery/blob/master/jupyter/Python/lccs/lccs-introduction.ipynb))

## Sample Database (SAMPLE-DB)

* Introduction to the Sample Database (SAMPLE-DB). ([Python](https://github.com/brazil-data-cube/code-gallery/blob/master/jupyter/Python/sample/sample-introduction.ipynb))

## Tile Map Service (BDC-Tiler)

- Introduction to the Tile Map Service (BDC-Tiler). ([Python](https://github.com/brazil-data-cube/code-gallery/blob/master/jupyter/Python/tiler/bdc-tiler_introduction.ipynb))

## Mapping LULC using BDC Data Cubes

- Earth Observation Data Cubes for Brazil: Requirements, Methodology and Products. ([R](https://github.com/brazil-data-cube/code-gallery/tree/master/jupyter/R/bdc-article))

# R Markdown

## Mapping LULC using BDC Data Cubes

- Earth Observation Data Cubes for Brazil: Requirements, Methodology and Products. ([R](https://github.com/brazil-data-cube/code-gallery/tree/master/rmarkdown/R/bdc-article))

# Scripts

**R**

- Earth Observation Data Cubes for Brazil: Requirements, Methodology and Products. ([R](https://github.com/brazil-data-cube/code-gallery/tree/master/scripts/R/bdc-article))