TY - GEN
T1 - Analysis of crop dynamics through close-range UAS photogrammetry
AU - Arriola-Valverde, Sergio
AU - Villagra-Mendoza, Karolina
AU - Méndez-Morales, Maikel
AU - Solórzano-Quintana, Milton
AU - Gómez-Calderón, Natalia
AU - Rimolo-Donadio, Renato
N1 - Publisher Copyright:
© 2021 IEEE
PY - 2020
Y1 - 2020
N2 - 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.
AB - 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.
KW - Computer vision
KW - Photogrammetry
KW - Precision agriculture
KW - Remote sensing
KW - Unmanned aerial systems
UR - http://www.scopus.com/inward/record.url?scp=85095976720&partnerID=8YFLogxK
M3 - Contribución a la conferencia
AN - SCOPUS:85095976720
T3 - Proceedings - IEEE International Symposium on Circuits and Systems
BT - 2020 IEEE International Symposium on Circuits and Systems, ISCAS 2020 - Proceedings
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 52nd IEEE International Symposium on Circuits and Systems, ISCAS 2020
Y2 - 10 October 2020 through 21 October 2020
ER -