Analysis of crop dynamics through close-range UAS photogrammetry

Sergio Arriola-Valverde, Karolina Villagra-Mendoza, Maikel Méndez-Morales, Milton Solórzano-Quintana, Natalia Gómez-Calderón, Renato Rimolo-Donadio

Producción científica: Capítulo del libro/informe/acta de congresoContribución a la conferenciarevisión exhaustiva

9 Citas (Scopus)

Resumen

Food security, in the context of a growing world population and spatial restrictions for farmlands, demands new approaches to optimize crop productivity. This work proposes a methodology for monitoring agricultural fields over time with high spatial and temporal resolution, using low-cost RGB sensors onboard of small scale drones in combination with computer vision and programming techniques. The methodology was applied to study bean crop dynamics in Costa Rica over a six-week period with weekly observations. Resolutions up to 8.5 mm/pixel and RMSE values in the millimeter range could be achieved from dense point clouds and digital elevation models, which allow the observation of crop progression and decay with an accuracies in the cm-range.

Idioma originalInglés
Título de la publicación alojada2020 IEEE International Symposium on Circuits and Systems, ISCAS 2020 - Proceedings
EditorialInstitute of Electrical and Electronics Engineers Inc.
ISBN (versión digital)9781728133201
EstadoPublicada - 2020
Evento52nd IEEE International Symposium on Circuits and Systems, ISCAS 2020 - Virtual, Online
Duración: 10 oct 202021 oct 2020

Serie de la publicación

NombreProceedings - IEEE International Symposium on Circuits and Systems
Volumen2020-October
ISSN (versión impresa)0271-4310

Conferencia

Conferencia52nd IEEE International Symposium on Circuits and Systems, ISCAS 2020
CiudadVirtual, Online
Período10/10/2021/10/20

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