A rapid review on the use of free and open source technologies and software applied to precision agriculture practices

RP dos Santos, N Fachada, M Beko… - Journal of Sensor and …, 2023 - mdpi.com
Technology plays a crucial role in the management of natural resources in agricultural
production. Free and open-source software and sensor technology solutions have the …

A systematic and comprehensive review on low power wide area network: characteristics, architecture, applications and research challenges

A Diane, O Diallo, EHM Ndoye - Discover Internet of Things, 2025 - Springer
Abstract The Internet of Things (IoT) has become a rapidly growing research field. This is
due to the advancement of digital technologies, miniaturization, and the reduction of the cost …

Package proposal for data pre-processing for machine learning applied to precision irrigation

RP Dos Santos, M Beko… - 2023 6th Conference on …, 2023 - ieeexplore.ieee.org
The evolution of the Internet of Things (IoT) devices for precision agriculture is directly linked
to the needs and interests of humanity. These advances include migration to cloud …

Machine Learning for Automatic Weather Stations: A Case Study

RP dos Santos, M Beko, VRQ Leithardt - International Conference on …, 2023 - Springer
Abstract Machine Learning techniques have proven to be increasingly influential in several
areas, including meteorology. However, the complete replacement of numerical …

A Review on the Use of Open Source Technologies and Soft-Ware Applied to Precision Agriculture Practices

RP dos Santos, N Fachada, M Beko, VRQ Leithardt - 2023 - preprints.org
Agricultural production needs technologies that assist the management of natural resources,
for example, the collection of real-time data on soil, water, weather, crops, and biodiversity …

Hybrid Ensemble Learning Approach for Real-Time Precision Irrigation in Hop Production

RP dos Santos, JP Matos-Carvalho… - Available at SSRN … - papers.ssrn.com
Water scarcity is a growing problem in agriculture, especially in the production of hops, an
important crop for the brewing industry. This study proposes an innovative approach to …