Datasets:
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README.md
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## Data Acquisition & Extraction Pipeline
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Data acquisition is based on publicly available geospatial layers from the **GeoBases platform** ([https://geobases.es.gov.br/](https://geobases.es.gov.br/)), reflecting orthophotomosaics and thematic maps created by specialists from the **Jones dos Santos Neves Institute (IJSN)** through visual photo-interpretation of **KOMPSAT-3/3A** optical satellite imagery ( \\(0.5\
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To replace slow and manual QGIS-based data retrieval, we developed a fully automated custom API workflow:
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1. **Sampling Strategy**: Coordinates were sampled from an official registry database of CAR rural properties across the state of Espírito Santo (ES), Brazil.
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## Data Acquisition & Extraction Pipeline
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Data acquisition is based on publicly available geospatial layers from the **GeoBases platform** ([https://geobases.es.gov.br/](https://geobases.es.gov.br/)), reflecting orthophotomosaics and thematic maps created by specialists from the **Jones dos Santos Neves Institute (IJSN)** through visual photo-interpretation of **KOMPSAT-3/3A** optical satellite imagery ( \\(0.5\text{ m/pixel}\\) ) collected between **2019 and 2020**.
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To replace slow and manual QGIS-based data retrieval, we developed a fully automated custom API workflow:
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1. **Sampling Strategy**: Coordinates were sampled from an official registry database of CAR rural properties across the state of Espírito Santo (ES), Brazil.
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