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Journal Article 2019

High-Throughput Biomass Estimation in Rice Crops Using UAV Multispectral Imagery

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

RICE

PHASEOLUS VULGARIS

VEGETATION

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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

Conference Paper 2018-06-12

Aerial mapping of rice crops using mosaicing techniques for vegetative index monitoring

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

In Colombia up to 40% of yield variability is due to the effects of climate variations. Rapid phenotyping methods are needed to properly assess the crop and improve production rates. In this paper, we propose to focus on developing a noninvasive system for speeding up monitoring tasks in rice cro...

Enlace original: https://cgspace.cgiar.org/handle/10568/97430

Investigación en Agricultura

RICE

MONITORING

MAPPING

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Rojas, Juan P. , Devia, Carlos A. , Petro, Eliel , Martínez, Carol , Mondragon, Ivan F. , Patino, D. , Rebolledo, María Camila , Colorado, J. , [Aerial mapping of rice crops using mosaicing techniques for vegetative index monitoring] , Aerial mapping of rice crops using mosaicing techniques for vegetative index monitoring

Journal Article 2019-07

Aerial Monitoring of Rice Crop Variables using an UAV Robotic System

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

RICE

MACHINE LEARNING

APRENDIZAJE ELECTRÓNICO

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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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Resultados de búsqueda

High-Throughput Biomass Estimation in Rice Crops Using UAV Multispectral Imagery

Aerial mapping of rice crops using mosaicing techniques for vegetative index monitoring

Aerial Monitoring of Rice Crop Variables using an UAV Robotic System

Descubre y comparte nuestro conocimiento público

Resultados de búsqueda

High-Throughput Biomass Estimation in Rice Crops Using UAV Multispectral Imagery

[M-High-Throughput Biomass Estimation in Rice Crops Using UAV Multispectral Imagery.pdf]

Aerial mapping of rice crops using mosaicing techniques for vegetative index monitoring

Aerial Monitoring of Rice Crop Variables using an UAV Robotic System

[Aerial Monitoring of Rice Crop Variables using an UAV Robotic System.pdf]