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Elisiane Alba

2 papers indexed

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…

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crossrefAgriculture2024-11-28Cited by 7

Estimation of Biophysical Parameters of Forage Cactus Under Different Agricultural Systems Through Vegetation Indices and Machine Learning Using RGB Images Acquired with Unmanned Aerial Vehicles

Gabriel Italo Novaes da Silva, Alexandre Maniçoba da Rosa Ferraz Jardim, Wagner Martins dos Santos, Alan Cézar Bezerra, Elisiane Alba, Marcos Vinícius da Silva, et al.

The objective of this study was to correlate the biophysical parameters of forage cactus with visible vegetation indices obtained by unmanned aerial vehicles (UAVs) and predict them with machine learning in different agricultural systems. Four experimental units were conducted. U…

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