A recent study has made significant strides in air pollution monitoring by using imagery from Copernicus Sentinel-2 to observe NO2 plumes from power plants for the first time.
NO2 is mainly emitted from human activities such as fossil fuel combustion in vehicles and power plants, and also from natural sources like lightning and wildfires. It is a major contributor to air pollution, causing smog and respiratory issues. Detecting and quantifying NO2 emissions is essential for understanding their environmental impact and developing strategies to mitigate air pollution.
Traditionally, satellites like the Copernicus Sentinel-5P have been employed to map NO2 concentrations, but their resolution has often been insufficient to pinpoint specific sources such as power plants without averaging multiple observations.
Recent research reveals that both the Copernicus Sentinel-2 and the US Landsat satellites can now detect and measure NO2 plumes from individual power plants with remarkable precision.
Sentinel-2 satellites were initially designed to capture high-resolution images of the Earth's surface for land and natural resource monitoring, not air pollution. Their primary applications have included monitoring land cover, vegetation, and water bodies due to their fine spatial resolution.
However, recent advancements have demonstrated that Sentinel-2 can also detect NO2 plumes. This capability arises from its high spatial resolution, which allows it to capture detailed images that can reveal the presence of NO2 in the atmosphere, despite having fewer spectral bands compared to hyperspectral instruments.
By utilizing the visible and near-infrared bands, researchers can identify NO2 emissions from specific sources like power plants. When combined with long-term records from Landsat satellites, emission trends over time can be analyzed.
The study focused on power plants in Saudi Arabia and the United States. Researchers used images from the blue and ultrablue bands of both satellites to identify NO2 plumes.
High-resolution images enabled them to estimate the emission rates of nitrogen oxides from several large power plants, including those in Riyadh, Saudi Arabia, and Wyoming, USA.
One significant finding was from Riyadh power plant 9, where a 13-year analysis from 2009 to 2021 revealed considerable seasonal variations in emissions. Emissions peaked during the summer when air conditioning use was high.
Daniel Varon, lead researcher of the paper, stated, "This unexpected capability means that Landsat and Sentinel-2 can be used to detect nitrogen dioxide emissions with fine spatial resolution, which is particularly useful in urban areas where pollution sources are numerous and close together."
"Our findings add to the utility of the Sentinel-2 satellites, allowing them to contribute to air quality monitoring by pinpointing pollution sources, which has been challenging for traditional nitrogen dioxide-sensing satellite instruments."
Using these satellites for air pollution monitoring does present challenges. Daniel explains, "We find that the satellites perform best over bright and uniform surfaces and can struggle in areas with complex terrain or dark surfaces. However, even with these limitations, they offer a powerful new tool for identifying and monitoring pollution sources."
The study's success in using Landsat and Sentinel-2 satellites for this purpose opens new possibilities for environmental monitoring. It provides a new way to understand and combat air pollution, especially in regions where traditional monitoring systems are lacking.
By leveraging these satellites, researchers and policymakers can gain better insights into the sources and trends of NO2 emissions, aiding in the development of more effective strategies for improving air quality and protecting public health.
Related Links
Copernicus Sentinel-2
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