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Development","sub_category":"Environmental Satellites","monthly_downloads":282,"total_dependent_repos":0,"total_dependent_packages":0,"readme":"# 🛰️ cbers4asat 🇧🇷\n\n## Descrição\n\nBiblioteca Python para realizar a busca e processamento de imagens dos satélites CBERS-04A e AMAZONIA-1.\n\nA biblioteca `cbers4asat` surgiu da necessidade de automatizar a busca e manipulação de imagens do satélite\nsino-brasileiro CBERS-04A utilizando linguagens de programação. Posteriormente foi incluido a automação do satélite AMAZONIA-1.\n\nO design do projeto foi inspirado no [sentinelsat](https://github.com/sentinelsat/sentinelsat), onde é possível de forma\nintuitiva realizar diversas ações, como: \n- Pesquisar por imagens. \n- Baixar as imagens pesquisadas.\n- Processar as imagens baixadas.\n\nVeja todos os [exemplos de uso](https://cbers4asat.readthedocs.io/pt_BR/latest/examples/) na documentação.\n\n\u003e \"_Python library to search and process images from the CBERS-04A and AMAZONIA-1 satellites, which provide remote \n\u003e sensing data for the observation and monitoring of deforestation, particularly in the Amazon region, and diversified \n\u003e agriculture throughout the national territory, with a high repetition rate, in order to act in synergy with existing \n\u003e environmental programmes._\"\n\u003e\n\u003e Text about cbers4asat from [Open Sustainable Technology Repository](https://github.com/protontypes/open-sustainable-technology).\n\n---\n[![Latest Version](https://img.shields.io/pypi/v/cbers4asat?style=plastic)](https://pypi.python.org/pypi/cbers4asat/)\n[![Latest Version](https://img.shields.io/pypi/l/cbers4asat?style=plastic)](https://github.com/gabriel-russo/cbers4asat/blob/master/LICENSE)\n[![Latest Version](https://img.shields.io/pypi/pyversions/cbers4asat?style=plastic)](https://pypi.python.org/pypi/cbers4asat/)\n[![Latest Version](https://img.shields.io/pypi/dm/cbers4asat?style=plastic)](https://pypi.python.org/pypi/cbers4asat/)\n[![Code style: black](https://img.shields.io/badge/code%20style-black-000000.svg)](https://github.com/psf/black)\n[![Hatch project](https://img.shields.io/badge/%F0%9F%A5%9A-Hatch-4051b5.svg)](https://github.com/pypa/hatch)\n![GitHub Workflow Status](https://github.com/gabriel-russo/cbers4asat/actions/workflows/build-cbers4asat.yml/badge.svg)\n![GitHub Workflow Status](https://github.com/gabriel-russo/cbers4asat/actions/workflows/test-cbers4asat.yml/badge.svg)\n![GitHub Workflow Status](https://github.com/gabriel-russo/cbers4asat/actions/workflows/check-inpe-stac-api-compatibility.yml/badge.svg)\n[![Documentation Status](https://readthedocs.org/projects/cbers4asat/badge/?version=latest)](https://cbers4asat.readthedocs.io/pt_BR/latest/?badge=latest)\n\u003e [Read this README in english (old version of docs)](https://github.com/gabriel-russo/cbers4asat/blob/master/en-US_README.md)\n\u003e 🇺🇸\n\n## Download\n\n```\npip install cbers4asat\n```\n\nInstalação com a caixa de ferramentas\n\n```\npip install \"cbers4asat[tools]\"\n```\n\n## Busque imagens com poucas linhas de código\n\n```python\nfrom cbers4asat import Cbers4aAPI\nfrom datetime import date\n\n# Inicializando a biblioteca\napi = Cbers4aAPI('email@mail.com') # E-mail usado no login da plataforma https://www.dgi.inpe.br/catalogo/explore\n\n# Área de interesse. Pode ser: bouding box, path row ou polygon.\npath_row = (229, 124)\n\n# Buscando metadados. Este exemplo utiliza o path row (órbita/ponto). \n# Consulte a órbita/ponto: http://www.obt.inpe.br/OBT/assuntos/catalogo-cbers-amz-1\nprodutos = api.query(location=path_row,\n                     initial_date=date(2021, 6, 1),\n                     end_date=date(2021, 7, 1),\n                     cloud=100,\n                     limit=10,\n                     collections=['CBERS4A_WPM_L4_DN'])\n\n# Exibindo os resultados\nprint(produtos)\n```\n\n## Desenvolvimento amigável\n\nBiblioteca com tipagem, documentações e classes de apoio para uma melhor experiência de desenvolvimento.\n\n```python\nfrom cbers4asat import Collections as coll\n```\n\n![](docs/img/collection_enum.png)\n\n## Utilize a caixa de ferramenta para os trabalhos mais comuns\n\n```python\n# Para ver todas as ferramentas disponíveis, verifique a documentação\nfrom cbers4asat.tools import rgbn_composite\nfrom rasterio.plot import show\nimport rasterio as rio\n\n# Criando a composição cor verdadeira\nrgbn_composite(red='./CBERS4A_WPM22812420210704/CBERS_4A_WPM_20210704_228_124_L4_BAND3.tif',\n               green='./CBERS4A_WPM22812420210704/CBERS_4A_WPM_20210704_228_124_L4_BAND2.tif',\n               blue='./CBERS4A_WPM22812420210704/CBERS_4A_WPM_20210704_228_124_L4_BAND1.tif',\n               nir='./CBERS4A_WPM22812420210704/CBERS_4A_WPM_20210704_228_124_L4_BAND4.tif',\n               filename='CBERS4A_WPM22812420210704_TRUE_COLOR.tif',\n               outdir='./STACK')\n\n# Plotando a imagem\nraster = rio.open(\"./STACK/CBERS4A_WPM22812420210704_TRUE_COLOR.tif\")\n\nshow(raster)\n```\n\n## Documentação\n\nVocê pode ler a documentação da biblioteca no link abaixo\n\n\u003e https://cbers4asat.readthedocs.io/\n\n## TCC\n\nEsse projeto foi meu objeto de estudo do Trabalho de Conclusão de Curso (TCC) no curso de Bacharelado em Ciência da Computação, você\npode visualizar o PDF neste Link:\n\n[Repositório Institucional da Universidade Federal de Rondônia](https://ri.unir.br/jspui/handle/123456789/4345)\n\n## Contribuição\n\nConvido qualquer pessoa a participar contribuindo com código, relatando bugs,\nescrevendo documentação, criando tutoriais e discutindo o futuro deste projeto.\n\nPara mais informações de como contribuir ao projeto,\nleia [ao manual de contribuição](https://github.com/gabriel-russo/cbers4asat/blob/master/CONTRIBUTING.md)\n\n## Progresso do projeto\n\nVocê pode acompanhar todo o progresso do desenvolvimento\nno [painel de projetos](https://github.com/gabriel-russo/cbers4asat/projects)\n\n# Licença\n\nCopyright (c) 2026 Gabriel Russo\n\nCopyright (c) 2020 Sandro Klippel\n\nO uso é fornecido sob a Licença do MIT. Veja\nem [LICENSE](https://github.com/gabriel-russo/cbers4asat/blob/master/LICENSE)\npara mais detalhes.\n","funding_links":[],"readme_doi_urls":[],"works":{},"citation_counts":{},"total_citations":0,"keywords_from_contributors":[],"project_url":"https://ost.ecosyste.ms/api/v1/projects/5873","html_url":"https://ost.ecosyste.ms/projects/5873"}