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Satellite imaging can now spot plastic trash hiding on beaches

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Satellite imaging can now spot plastic trash hiding on beaches

Walking along a beach, it’s common to come across abandoned plastic waste like water bottles, straws, and bags. This trash eventually finds its way into the ocean, where it breaks down over many years. In 2021, volunteers from 97 countries removed around 4,000 tons of trash from beaches worldwide. However, identifying this garbage usually requires manual effort. A new satellite imaging technique developed by researchers from RMIT University in Australia could change that.

The researchers created a tool that can detect unique spectral features of plastics, allowing them to accurately identify plastic items on beaches. This development, soon to be published in the journal Marine Pollution Bulletin, could help organizations expedite plastic removal efforts, reducing the amount of plastic contaminating our oceans.

According to study co-author Mariela Soto-Berelov, “This is incredibly exciting, as up to now we have not had a tool for detecting plastics in coastal environments from space.”

Plastic waste isn’t just an ocean problem

While satellite imagery has been effective in identifying plastics in the ocean, detecting plastic on beaches has been more challenging. Coastal plastic often blends in with sand, making it harder to spot. This coastal trash can have serious impacts on local wildlife, with larger animals getting entangled and smaller ones getting trapped in plastic items.

Lead author of the study, Jenna Guffogg, emphasized the harmful effects of coastal plastic on marine life. If left unaddressed, these plastics can degrade into microplastics, entering the food chain and potentially affecting human health.

Finding plastic in sand sack

The RMIT researchers developed a new “spectral index” that can distinguish plastics from sand and organic debris based on their unique spectral attributes in the shortwave infrared spectrum. Their index, named the Beached Plastic Debris Index (BPDI), acts as a filter for satellite images of beaches captured by satellites like WorldView 3.

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The Shallow Inlet field site is indicated by the red rectangle in b) and shown in a) as captured in the Pansharpened RGB WorldView-3 image captured on the 10th of December 2022. Targets 1, 6 and 7 captured with a Canon EOS 760D are shown in c), d), and e). Imagery from a DJI Phantom Pro, showing the plastic targets in greater detail, is shown in f). Credit: RMIT University

To validate their tool, the researchers placed various plastic targets on a beach and used satellite imagery to identify them. Their BPDI index outperformed other existing indices in accuracy, although it faced challenges in identifying translucent plastics like water bottles. Moving forward, the researchers aim to collaborate with organizations involved in coastal plastic removal to implement their satellite imaging technique and protect beaches from plastic waste.

With the increasing rate of plastic pollution entering oceans, urgent action is needed to mitigate its effects on marine ecosystems and human health.

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