crossrefApplied Sciences2026-04-18
Monitoring of CO2 Efflux, Moisture, and Temperature in Soils of Agroecosystems in a Semi-Arid Region Using an Unmanned Aerial Vehicle and Application of Machine Learning
Rodrigo Hemerson Lima e Silva, Elisiane Alba, Denizard Oresca, Jose Raliuson Inacio Silva, Alan Cezar Bezerra, Alexandre Maniçoba da Rosa Ferraz Jardim, et al.
This study aimed to characterize the spatiotemporal dynamics of soil respiration (CO2 efflux), soil moisture, and soil temperature across different land-use systems in a semi-arid environment through in situ monthly monitoring and to evaluate the potential of UAV-based imagery co…