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cbers4asat

📚 Biblioteca Python para realizar a busca e processamento de imagens dos satélites CBERS-04A e AMAZONIA-1 🛰️ 🇧🇷

https://github.com/gabriel-russo/cbers4asat

Science Score: 26.0%

This score indicates how likely this project is to be science-related based on various indicators:

  • ○
    CITATION.cff file
  • ✓
    codemeta.json file
    Found codemeta.json file
  • ✓
    .zenodo.json file
    Found .zenodo.json file
  • ○
    DOI references
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    Academic publication links
  • ○
    Committers with academic emails
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    Institutional organization owner
  • ○
    JOSS paper metadata
  • ○
    Scientific vocabulary similarity
    Low similarity (10.6%) to scientific vocabulary

Keywords

amazonia-1 amazonia1 cbers cbers-04a cbers-4a cbers4a geoprocessamento geoprocessing gis inpe python remote-sensing sensoriamento-remoto
Last synced: 6 months ago · JSON representation

Repository

📚 Biblioteca Python para realizar a busca e processamento de imagens dos satélites CBERS-04A e AMAZONIA-1 🛰️ 🇧🇷

Basic Info
Statistics
  • Stars: 49
  • Watchers: 2
  • Forks: 5
  • Open Issues: 3
  • Releases: 23
Topics
amazonia-1 amazonia1 cbers cbers-04a cbers-4a cbers4a geoprocessamento geoprocessing gis inpe python remote-sensing sensoriamento-remoto
Created over 3 years ago · Last pushed 10 months ago
Metadata Files
Readme Contributing License

README.md

🛰️ cbers4asat 🇧🇷

Descrição

Biblioteca Python para realizar a busca e processamento de imagens dos satélites CBERS-04A e AMAZONIA-1.

A biblioteca cbers4asat surgiu da necessidade de automatizar a busca e manipulação de imagens do satélite sino-brasileiro CBERS-04A utilizando linguagens de programação. Posteriormente foi incluido a automação do satélite AMAZONIA-1.

O design do projeto foi inspirado no sentinelsat, onde é possível de forma intuitiva realizar diversas ações, como: - Pesquisar por imagens. - Baixar as imagens pesquisadas. - Processar as imagens baixadas.

Veja todos os exemplos de uso na documentação.

"Python library to search and process images from the CBERS-04A and AMAZONIA-1 satellites, which provide remote sensing data for the observation and monitoring of deforestation, particularly in the Amazon region, and diversified agriculture throughout the national territory, with a high repetition rate, in order to act in synergy with existing environmental programmes."

Text about cbers4asat from Open Sustainable Technology Repository.

Latest Version Latest Version Latest Version Latest Version Code style: black Hatch project GitHub Workflow Status GitHub Workflow Status GitHub Workflow Status Documentation Status

Read this README in english (old version of docs) 🇺🇸

Download

pip install cbers4asat

Instalação com a caixa de ferramentas

pip install "cbers4asat[tools]"

Busque imagens com poucas linhas de código

```python from cbers4asat import Cbers4aAPI from datetime import date

Inicializando a biblioteca

api = Cbers4aAPI('email@mail.com') # E-mail usado no login da plataforma https://www.dgi.inpe.br/catalogo/explore

Área de interesse. Pode ser: bouding box, path row ou polygon.

path_row = (229, 124)

Buscando metadados. Este exemplo utiliza o path row (órbita/ponto).

Consulte a órbita/ponto: http://www.obt.inpe.br/OBT/assuntos/catalogo-cbers-amz-1

produtos = api.query(location=pathrow, initialdate=date(2021, 6, 1), enddate=date(2021, 7, 1), cloud=100, limit=10, collections=['CBERS4AWPML4DN'])

Exibindo os resultados

print(produtos) ```

Desenvolvimento amigável

Biblioteca com tipagem, documentações e classes de apoio para uma melhor experiência de desenvolvimento.

python from cbers4asat import Collections as coll

Utilize a caixa de ferramenta para os trabalhos mais comuns

```python

Para ver todas as ferramentas disponíveis, verifique a documentação

from cbers4asat.tools import rgbn_composite from rasterio.plot import show import rasterio as rio

Criando a composição cor verdadeira

rgbncomposite(red='./CBERS4AWPM22812420210704/CBERS4AWPM20210704228124L4BAND3.tif', green='./CBERS4AWPM22812420210704/CBERS4AWPM20210704228124L4BAND2.tif', blue='./CBERS4AWPM22812420210704/CBERS4AWPM20210704228124L4BAND1.tif', nir='./CBERS4AWPM22812420210704/CBERS4AWPM20210704228124L4BAND4.tif', filename='CBERS4AWPM22812420210704TRUECOLOR.tif', outdir='./STACK')

Plotando a imagem

raster = rio.open("./STACK/CBERS4AWPM22812420210704TRUE_COLOR.tif")

show(raster) ```

Documentação

Você pode ler a documentação da biblioteca no link abaixo

https://cbers4asat.readthedocs.io/

TCC

Esse projeto foi meu objeto de estudo do Trabalho de Conclusão de Curso (TCC) no curso de Bacharelado em Ciência da Computação, você pode visualizar o PDF neste Link:

Repositório Institucional da Universidade Federal de Rondônia

Contribuição

Convido qualquer pessoa a participar contribuindo com código, relatando bugs, escrevendo documentação, criando tutoriais e discutindo o futuro deste projeto.

Para mais informações de como contribuir ao projeto, leia ao manual de contribuição

Progresso do projeto

Você pode acompanhar todo o progresso do desenvolvimento no painel de projetos

Licença

Copyright (c) 2025 Gabriel Russo

Copyright (c) 2020 Sandro Klippel

O uso é fornecido sob a Licença do MIT. Veja em LICENSE para mais detalhes.

Owner

  • Name: Gabriel Russo
  • Login: gabriel-russo
  • Kind: user
  • Location: Porto Velho - Rondônia, Brasil
  • Company: CENSIPAM - Ministry of Defense, Brazil

Computer Scientist and Science and Technology Analyst at the Amazon Protection System (SIPAM).

GitHub Events

Total
  • Create event: 16
  • Release event: 8
  • Issues event: 13
  • Watch event: 12
  • Delete event: 10
  • Issue comment event: 5
  • Push event: 20
  • Pull request event: 21
Last Year
  • Create event: 16
  • Release event: 8
  • Issues event: 13
  • Watch event: 12
  • Delete event: 10
  • Issue comment event: 5
  • Push event: 20
  • Pull request event: 21

Committers

Last synced: 6 months ago

All Time
  • Total Commits: 98
  • Total Committers: 3
  • Avg Commits per committer: 32.667
  • Development Distribution Score (DDS): 0.02
Past Year
  • Commits: 16
  • Committers: 1
  • Avg Commits per committer: 16.0
  • Development Distribution Score (DDS): 0.0
Top Committers
Name Email Commits
Gabriel Russo g****o@p****m 96
henrique bernini h****i@h****m 1
Tiago Porto Flores t****s@s****r 1
Committer Domains (Top 20 + Academic)
serpro.gov.br: 1

Issues and Pull Requests

Last synced: 6 months ago

All Time
  • Total issues: 18
  • Total pull requests: 24
  • Average time to close issues: 21 days
  • Average time to close pull requests: about 23 hours
  • Total issue authors: 3
  • Total pull request authors: 3
  • Average comments per issue: 0.83
  • Average comments per pull request: 0.13
  • Merged pull requests: 23
  • Bot issues: 0
  • Bot pull requests: 0
Past Year
  • Issues: 6
  • Pull requests: 22
  • Average time to close issues: 17 days
  • Average time to close pull requests: about 24 hours
  • Issue authors: 1
  • Pull request authors: 1
  • Average comments per issue: 0.17
  • Average comments per pull request: 0.09
  • Merged pull requests: 21
  • Bot issues: 0
  • Bot pull requests: 0
View more stats
Top Authors
Issue Authors
  • gabriel-russo (16)
  • tflores (1)
  • vivianmarcello (1)
Pull Request Authors
  • gabriel-russo (22)
  • BerniniH (1)
  • tflores (1)
Top Labels
Issue Labels
Novos recursos (7) Documentação (5) Problema (4) Procura-se ajuda (2) Otimização necessária (2)
Pull Request Labels
Problema (8) Documentação (6) Novos recursos (4) Wontfix (2)

Packages

  • Total packages: 1
  • Total downloads:
    • pypi 333 last-month
  • Total dependent packages: 0
  • Total dependent repositories: 0
  • Total versions: 21
  • Total maintainers: 1
pypi.org: cbers4asat

Biblioteca Python para realizar a busca e processamento de imagens dos satélites CBERS-04A e AMAZONIA-1

  • Homepage: https://cbers4asat.readthedocs.io/pt_BR/latest
  • Documentation: https://cbers4asat.readthedocs.io/
  • License: MIT License Copyright (c) 2025 Gabriel Russo Copyright (c) 2020 Sandro Klippel Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions: The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software. THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.
  • Latest release: 0.9.2
    published 10 months ago
  • Versions: 21
  • Dependent Packages: 0
  • Dependent Repositories: 0
  • Downloads: 333 Last month
Rankings
Dependent packages count: 6.6%
Downloads: 9.7%
Stargazers count: 13.6%
Average: 18.2%
Forks count: 30.5%
Dependent repos count: 30.6%
Maintainers (1)
gabrielrusso
Last synced: 6 months ago

Dependencies

.github/workflows/build-cbers4asat.yml actions
  • actions/checkout v3 composite
  • actions/download-artifact v3 composite
  • actions/upload-artifact v3 composite
  • pypa/gh-action-pypi-publish 27b31702a0e7fc50959f5ad993c78deac1bdfc29 composite
.github/workflows/test-cbers4asat.yml actions
  • actions/checkout v3 composite
  • actions/setup-python v4 composite
cli/Cargo.lock cargo
  • 157 dependencies
cli/Cargo.toml cargo
docs/requirements.txt pypi
  • mkdocs >=1.4.2
  • mkdocstrings >=0.20.0
  • mkdocstrings-python >=0.8.3
pyproject.toml pypi
.github/workflows/build-cbers4asat-cli.yml actions
  • actions/checkout v3 composite
  • svenstaro/upload-release-action v2 composite