ArticleScientific reports2022
Reduction of pesticide application via real-time precision spraying.
Article in Scientific reports, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 11 papers.
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Who cites it
11 citing papers in PubMed.
- Rationality Criteria for Complex Goal Systems: The case of the EU Water Framework Directive.Environmental management · 2026Article
- Laser-Induced Graphene-Based Resistive Leaf Wetness Sensors for Pesticide Spray Deposition.Global challenges (Hoboken, NJ) · 2026Article
- Soil Reservoirs of Antifungal-Resistant Fungi: Implications for Plant Disease Management with a Focus onMicroorganisms · 2026Review
- Automated weed segmentation with knowledge based labeling for machine learning applications.Scientific reports · 2026Article
- Study on changes in the physiological growth characteristics and yield-increasing effects of winter wheat under water-fertilizer-pesticide synergistic regulation.Frontiers in plant science · 2026Article
- Article
- Mixing performance test and uniformity analysis of a two-stage injection jet on-line mixer.PloS one · 2025Article
- The Link Between Paraquat and Demyelination: A Review of Current Evidence.Antioxidants (Basel, Switzerland) · 2024Review
- Nano-Agrochemicals as Substitutes for Pesticides: Prospects and Risks.Plants (Basel, Switzerland) · 2023Review
- Article
- Evaluation of a CNN-Based Modular Precision Sprayer in Broadcast-Seeded Field.Sensors (Basel, Switzerland) · 2022Article
Corrections and comments
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Authors and funding
7 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Farmers focus on reducing the cost of production and aim to increase profit. The objective of this study was to quantify the reduction of pesticides applied to soybean (Glycine max (L.) Merrill) and maize (Zea mays L.) crops in several stages of the production cycle using a site-specific spraying application based on real-time sensors in the Brazilian Cerrado region. The sprayers were equipped with a precision spraying control system based on a real-time sensor. The spraying operations were performed not only for herbicide, but also for fungicide and insecticides applications. The maps recorded the percentage of the spray boom when the application was turned on (on/off spray system) with nozzle-to-nozzle control. The precision spraying system based on real-time sensors reduced the volume of pesticides (including herbicides, insecticides, and fungicides) applied to soybean and maize crops. There was a more significant reduction in the volume of pesticides applied post-emergence of the crops in the initial stages of soybean and maize when the crops had less leaf area or less foliage coverage between the rows. The cost reduction achieved using this technology was 2.3 times lower than the cost associated with pesticide application over the entire area using a conventional sprayer. Under the experimental conditions, there were no differences in the average crop yield, compared to the historical productivity of soybean and maize crops by applying this technology because the recommended doses were not affected and the site of application was limited to points where the presence of plants was present was detected.
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