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Journal Article 2019

Autor: Devia, Carlos A. Rojas, Juan P. Petro Páez, Eliel Enrique Martínez, Carol Mondragon, Ivan F. Patino, D. Rebolledo, María Camila Colorado, J.

This paper presents a high-throughput method for Above Ground Estimation of Biomass (AGBE) in rice using multispectral near-infrared (NIR) imagery captured at different scales of the crop. By developing an integrated aerial crop monitoring solution using an Unmanned Aerial Vehicle (UAV), our appr...

Enlace original: https://cgspace.cgiar.org/handle/10568/100348

Investigación en Agricultura
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Devia, Carlos A. ,  Rojas, Juan P. ,  Petro Páez, Eliel Enrique ,  Martínez, Carol ,  Mondragon, Ivan F. ,  Patino, D. ,  Rebolledo, María Camila ,  Colorado, J. ,  [High-Throughput Biomass Estimation in Rice Crops Using UAV Multispectral Imagery] ,  High-Throughput Biomass Estimation in Rice Crops Using UAV Multispectral Imagery
Journal Article 2019-07

Autor: Devia, Carlos Andres Rojas Bustos, Juan Pablo Petro, Eliel E. Mondragon, Iván Fernando Patino, D. Rebolledo, C. Colorado, Julian

This paper presents the integration of an UAV for the autonomous monitoring of rice crops. The system integrates image processing and machine learning algorithms to analyze multispectral aerial imagery. Our approach calculates 8 vegetation indices from the images at each stage of rice growth: veg...

Enlace original: https://cgspace.cgiar.org/handle/10568/105568

Investigación en Agricultura
Enlace permanente

Devia, Carlos Andres ,  Rojas Bustos, Juan Pablo ,  Petro, Eliel E. ,  Mondragon, Iván Fernando ,  Patino, D. ,  Rebolledo, C. ,  Colorado, Julian ,  [Aerial Monitoring of Rice Crop Variables using an UAV Robotic System] ,  Aerial Monitoring of Rice Crop Variables using an UAV Robotic System

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