Detecting pesticide residues by electronic nose

16 Oct 2024
541

Agriculture is inextricably linked to human history as it is of utmost importance to the survival of present and future human generations. To increase agricultural production and minimize crop losses, pesticides are an essential component of the agricultural industry.

These agrochemicals can be classified into pesticides or herbicides depending on the effect they cause once applied. The main question (and concern) remains about the degree of toxicity that persists on agricultural products that might then be ingested by the consumer. Indeed, prolonged exposure to these chemicals has been linked to a number of adverse health effects, including the development of cancer, hormonal problems, neurological disorders, and immune system impairment.

Normally, pesticide levels can fall to acceptable levels three to 10 days after treatment, depending on the type of molecule and dosage applied. One possible solution may come from the use of the electronic nose, which is already used to identify quality attributes, odors and spoilage on various types of food.

To ensure human health monitoring through food inspections, it is essential to have the ability to detect pesticides on fruit using electronic devices. The purpose of the study conducted at Hitit University, Turkey, was to determine whether treated and untreated cherries could be distinguished from one another based on their odour clues.

But that's not all: the researchers also wanted to investigate whether it was possible to recognize the excessive presence of pesticide (simulating, for example, a situation in which the expected persistence time is not met).

To carry out the test, cherries were first collected from trees that had never been sprayed with pesticides.

Next, the trees were sprayed with the pesticide, and the second set of samples was collected the next day. An electronic nose consisting of eleven gas sensors was developed for this investigation and used to distinguish cherries with pesticide from those without pesticide. In detail, the electronic nose was used to record the odour of different quantities of cherries, starting from 100 grams (g), 200 g, 300 g, 400 g and 500 g, both with and without pesticides.

The 44 features obtained were classified using four classification algorithms (Extra Trees, Decision Tree, Forest Tree, and 3-k-NN). One hundred different odour patterns were collected from the electronic nose, which included different amounts of pesticide-treated and untreated cherries.

Among the four distinct classification methods, the Extra Trees algorithm produced the most effective results. Indeed, it proved to have an identification and classification accuracy of 94.30 percent, a sensitivity of 93.00 percent, and a specificity of 95.60 percent throughout the process.

Despite the encouraging results, the researchers point out that this preliminary study was conducted on only a limited number of readings (100) and also that only one type of pesticide was tested. Thus, there is still much to be studied both in terms of the variety of pesticides and the number of analyses to be carried out.

Source: TOZLU, B. H. (2024). Electronic Detection of Pesticide Residue on Cherry Fruits . International Journal of Computational and Experimental Science and Engineering, 10(3). https://doi.org/10.22399/ijcesen.401.
Image: SL Fruit Service

Melissa Venturi
University of Bologna (IT)


Cherry Times - All rights reserved

What to read next

British Columbia cherry growers look to the future with optimism

Markets

24 Sep 2024

Overall, it was a short harvest in terms of both quantity and duration. Although the province does not collect statistics from growers and packers, the production volume this year was about 10-20% of an average harvest.

Sweet cherry cracking: the Romanian study linking fruit quality to resistance

Quality

18 Apr 2025

A Romanian study explores the link between sweet cherry cracking and fruit quality factors such as weight, firmness, and pH. Findings provide actionable insights for enhancing cultivar resistance and supporting cherry growers in challenging climates.

In evidenza

Managing insecticide resistance in Chile against Drosophila suzukii

Crop protection

02 Jun 2025

Drosophila suzukii minaccia le colture frutticole cilene: il 61% degli insetticidi autorizzati appartiene a poche famiglie chimiche. Scopri strategie integrate, uso dei bioinsetticidi, rifugi ecologici e app IRAC per una gestione efficace e sostenibile della resistenza.

How to extend Bing cherries’ shelf life in Mexico with calcium and silicon

Post-harvest​

02 Jun 2025

A study on postharvest treatments with calcium and silicon reveals how to improve firmness, color and acidity of Bing cherries grown in Mexico. The results show reduced weight loss and enhanced commercial and sensory quality of the fruit during cold storage.

Tag Popolari