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Fighting honey fraud

May 12, 2025 By EarthWise Leave a Comment

Using artificial intelligence to fight honey fraud

Honey fraud is a significant issue for the food industry.  What is honey fraud?  Typically, it involves mislabeling where honey was produced or what types of flowers the bees collected nectar from.  Honey made from a single type of flower is often more expensive because of the unique flavor it provides or from potential health benefits.  Sometimes even cheap alternatives like sugar syrups are labelled as honey.  It turns out that honey is one of the most fraud-prone commodities in global trade, with fraud estimated to occur in up to 10% of the honey traded internationally.  Honey from some countries, such as China and India, has had 30% or more of samples found to be fraudulent.

Researchers at McGill University in Montreal have developed an AI-powered method to verify the origin of honey thereby ensuring that what is on the label corresponds to what is in the jar.

The McGill method can determine what kind of flowers the bees visited to produce a particular sample of honey.  Previous honey authentication involved pollen analysis, which is ineffective for honey that was processed or filtered.  The new method uses high-resolution mass spectrometry which captures a unique chemical “fingerprint” from the honey.  Machine learning algorithms read the fingerprint to identify the honey’s origin.

The researchers tested their methodology on a variety of honey samples which they then compared with honey from known botanical sources.  Using previous methods for honey authentication can take days.  The McGill method takes only minutes and works regardless of how the honey was processed.

According to the researchers, people deserve to know that the honey they buy is what it claims to be, and honest honey producers deserve protection from fraudulent competitors.

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Fighting honey fraud with AI technology

Photo, posted May 6, 2012, courtesy of Emma Jane via Flickr.

Earth Wise is a production of WAMC Northeast Public Radio

The UN Carbon Market

January 13, 2025 By EarthWise Leave a Comment

The UN climate conference in November approved an official market for large-scale trading of carbon credits.  This will allow industrial countries to help meet their emission reduction targets set by the Paris Climate Agreement by paying other nations to protect and restore forests and carbon-rich peatlands.

The first major participant in this multi-billion-dollar enterprise is Indonesia.  That country is home to the world’s third largest expanse of tropical rainforests and more than a third of the world’s carbon-storing peatlands.  Indonesia’s government plans to raise up to $65 billion by 2028 by selling carbon credits accrued by restoring and protecting its forests and peatlands.

The problem with carbon trading is that it can be filled with loopholes ranging from inaccurate carbon accounting to outright fraud.  Carbon trading with both individual companies and other countries can result in double- and even triple-counting of the same carbon.

For example, carbon credits are assigned when forests earmarked for agricultural or other development are preserved instead of being felled.  But what if that forest destruction wasn’t going to happen even without selling carbon credits? 

There are organizations in the business of verifying carbon accounting, but independent analysis of their methodologies has revealed serious shortcomings, and in many cases, the verifications have been deemed to be worthless.

There are real problems with carbon accounting and setting correct baselines for the carbon emission reductions associated with carbon credits.  Nevertheless, the existence of a global carbon market can be an important tool in the world’s efforts to mitigate the effects of climate change.

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Will UN Carbon Market Work? Indonesia Will Provide First Test

Photo, posted June 12, 2017, courtesy of Runa S. Lindebjerg via Flickr.

Earth Wise is a production of WAMC Northeast Public Radio

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