USP Leste Gas Monitoring Well Dataset

  • Rosa Virginia Encinas Quille USP / IPT
  • Gabriela dos Santos Luchetti Vieira UNESP
  • Leandro Gomes de Freitas IPT
  • Pedro Luiz Pizzigatti Corrêa USP
  • Solange Nice Alves de Souza USP
  • Alexandre Muselli Barbosa IPT
  • Felipe Valencia de Almeida USP

Abstract


The composition of gases in the soil can pose risks to human health and buildings. Time series analysis is an approach to understanding the impact of these gases better, as it allows us to identify patterns and trends over time. This dataset compiles historical data collected from the soils of USP Leste between 2014 and 2022, including methane, carbon dioxide, and hydrogen sulfide concentrations. In addition to providing a foundation for environmental studies, this dataset can be used to train machine learning models, allowing for the evaluation of their predictive capabilities and generalization potential.

References

ASTM (2016). Standard guide for evaluating potential hazard as a result of methane in the vadose zone. ASTM Standard E2993–16. ASTM Committee E50 on Environmental Assessment, Risk Management and Corrective Action.

Nakao, O. S. and Cagnon, F. A. (2018). Panorama das ações ambientais na USP Leste até 2017. Universidade de São Paulo, Superintendência do Espaço Físico, São Paulo, 2 edition. Versão digital disponível em PDF.

SERVMAR (2014). Relatório de investigação detalhada, avaliação de risco à saúde humana e plano de intervenção na ai-01 e investigação detalhada de gases – ma/12936/14/bls. Technical report, SERVMAR.

USP (2004). Relatório ambiental preliminar: Campus usp leste. Technical report, USP.

Weber Ambiental (2021). As-built completo dos sistemas de ventilação de gases instalados na USP Leste – VS.07. Relatório Técnico Projeto 311.1264.14-EGS.VS.07, Universidade de São Paulo, Superintendência do Espaço Físico (SEF), São Paulo. Contrato nº 10/2014. Processo nº 14.1.607.82.2.
Published
2025-07-20
QUILLE, Rosa Virginia Encinas; VIEIRA, Gabriela dos Santos Luchetti; FREITAS, Leandro Gomes de; CORRÊA, Pedro Luiz Pizzigatti; SOUZA, Solange Nice Alves de; BARBOSA, Alexandre Muselli; ALMEIDA, Felipe Valencia de. USP Leste Gas Monitoring Well Dataset. In: WORKSHOP ON COMPUTING APPLIED TO THE MANAGEMENT OF THE ENVIRONMENT AND NATURAL RESOURCES (WCAMA), 16. , 2025, Maceió/AL. Anais [...]. Porto Alegre: Sociedade Brasileira de Computação, 2025 . p. 352-355. ISSN 2595-6124. DOI: https://doi.org/10.5753/wcama.2025.9398.