Agromonitor: Detecção de Pragas com Inteligência Artificial

This paper presents the development of Agromonitor, an information system aimed at optimizing pest management in precision agriculture. The objective is to provide producers with a tool for automatic detection, species identification, and early warning of infestations. The methodology involves the use of sensors in traps that capture pest images, which are then processed by an artificial intelligence model based on computer vision. As a result, a functional prototype was developed, featuring a dashboard that displays critical alerts, a visual history of captures, and trap locations. The system proved to be viable in identifying pests such as caterpillars and aphids, offering agile and visual support for decision-making in the field.

Publication Details

Journal
Journal of the Association for Information Systems
Published
2025-12-31
Primary Topic
Geochemistry and Geologic Mapping
Type
article
Field-Weighted Citation Impact
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article

Agromonitor: Detecção de Pragas com Inteligência Artificial

Journal of the Association for Information Systems
Geochemistry and Geologic Mapping
article

Agromonitor: Detecção de Pragas com Inteligência Artificial

article en

Abstract

This paper presents the development of Agromonitor, an information system aimed at optimizing pest management in precision agriculture. The objective is to provide producers with a tool for automatic detection, species identification, and early warning of infestations. The methodology involves the use of sensors in traps that capture pest images, which are then processed by an artificial intelligence model based on computer vision. As a result, a functional prototype was developed, featuring a dashboard that displays critical alerts, a visual history of captures, and trap locations. The system proved to be viable in identifying pests such as caterpillars and aphids, offering agile and visual support for decision-making in the field.

Journal of the Association for Information Systems
Zero hunger
Openalex Percentile: Top 36%
Geochemistry and Geologic Mapping
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Agromonitor: Detecção de Pragas com Inteligência Artificial · Journal of the Association for Information Systems (2025) | TGRS Research Map | TGRS