In a groundbreaking development that could significantly impact the energy sector and environmental health monitoring, researchers at the Instituto Nacional de Pesquisas Espaciais (INPE) have launched an innovative online platform known as SISAM. This integrated environmental information system is set to revolutionize how we track and analyze air pollution across Brazil, offering unprecedented insights that could shape future policies and commercial strategies.
The SISAM platform, developed by lead author Alessandro Ferraz Palmeira and his team at INPE, leverages cutting-edge computational tools and remote sensing techniques to provide real-time data on air pollutants. “Our goal was to create a comprehensive tool that could supply concentrations of air pollutants for all regions of Brazil, including areas that have historically lacked monitoring, such as Amazonia,” Palmeira explained. The platform integrates satellite measurements from sensors like MODIS, VIIRS, and OLCI, along with meteorological data, to deliver detailed information on particulate matter (PM2.5), ozone (O3), carbon monoxide (CO), nitrogen dioxide (NO2), sulfur dioxide (SO2), and active fires. It also provides meteorological variables such as wind speed and direction, air relative humidity, temperature, and cumulative rainfall.
For the energy sector, the implications are profound. Accurate and timely data on air quality can inform decision-making processes, helping energy companies to mitigate risks associated with emissions and comply with environmental regulations. “This tool is not just about monitoring; it’s about empowering industries to make informed decisions that can reduce their environmental footprint and enhance operational efficiency,” Palmeira added.
The SISAM platform uses open-source technologies, including the PostgreSQL database with PostGIS geospatial extension, Python programming language, Pandas and Xarray data libraries, and Elasticsearch and Kibana solutions for analysis and visualization. This open-source approach ensures that the platform is accessible and can be adapted for various applications, from academic research to commercial use.
The data provided by SISAM can be distributed in daily, monthly, or annual sets, following any user’s choice. This flexibility allows energy companies to tailor the information to their specific needs, whether for short-term operational adjustments or long-term strategic planning. “We envision SISAM as a catalyst for innovation in environmental health and energy management,” Palmeira said. “By providing a comprehensive view of air quality and meteorological conditions, we aim to support a more sustainable and resilient energy sector.”
The launch of SISAM marks a significant step forward in environmental monitoring and data integration. As the energy sector continues to evolve, the need for accurate and reliable environmental data becomes increasingly critical. SISAM’s ability to provide real-time, high-resolution data on air pollutants and meteorological conditions positions it as a valuable tool for energy companies looking to optimize their operations and reduce their environmental impact.
Published in the journal ‘Biodiversidade Brasileira’ (translated to ‘Brazilian Biodiversity’), this research highlights the potential of advanced technologies to address critical environmental challenges. As the energy sector navigates the complexities of a rapidly changing climate, tools like SISAM will be instrumental in shaping a more sustainable future.

