Peer-Reviewed Journal Articles
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Ivan Lizarazo, Jorge Luis Rodríguez, Omar Cristancho, Felipe Olaya, Marlon Duarte, Flavio Prieto (2023).
Identification of symptoms related to potato Verticillium wilt from UAV-based multispectral imagery using an ensemble of gradient boosting machines,
Smart Agricultural Technology, 3.
DOI: 10.1016/j.atech.2022.100138. Mapping late blight in potato from UAV multispectral imagery. -
Jorge Rodriguez, Iván Lizarazo, Flavio Prieto, Victor Angulo-Morales (2021).
Assessment of potato Late Blight from UAV imagery,
Computers and Electronics in Agriculture, 184, 106061.
DOI: 10.1016/j.compag.2021.106061 -
Angulo-Morales, V., Rodríguez-Galvis, J., Lizarazo-Salcedo, I., and Gaona-García, E. (2020).
A novel method for estimation of structural changes in potato crops from UAV-based digital surface models,
ISPRS Annals of Photogrammetry, Remote Sensing and Spatial Information Sciences, V-1-2020, 269–276.
DOI: 10.5194/isprs-annals-V-1-2020-269-2020 -
Morales, V. A., Galvis, J. R., García, E. G., and Salcedo, I. L. (2019).
NDEI-based mapping of land surface changes,
ISPRS Archives, XLII-3/W8, 31–36.
DOI: 10.5194/isprs-archives-XLII-3-W8-31-2019 -
Ivan Lizarazo, Víctor Angulo, Jorge Rodríguez (2017).
Automatic mapping of land surface elevation changes from UAV-based imagery,
International Journal of Remote Sensing, 38(8–10), 2603–2622.
DOI: 10.1080/01431161.2016.1278313
Conference Proceedings
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J. Rodriguez, C. Zhang, I. Lizarazo, F. Prieto (2021).
Automatic Detection and Mapping of Espeletia Plants from UAV Imagery,
IGARSS 2021 – IEEE International Geoscience and Remote Sensing Symposium, pp. 2831–2834.
DOI: 10.1109/IGARSS47720.2021.9554263 -
C. Chicuazuque, J. Sarmiento, J. Rodríguez, E. Upegui (2021).
TSS Estimation Over a Section of the Upper Bogotá River Basin Through UAV Multispectral Imagery,
IGARSS 2021, pp. 8189–8192.
DOI: 10.1109/IGARSS47720.2021.9553210 -
J. Rodriguez-Galvis, V. Angulo-Morales, E. Gaona-García, I. Lizarazo-Salcedo (2020).
Development of Low-Cost Ground Control System for UAV-Based Mapping,
IGARSS 2020, pp. 5111–5114.
DOI: 10.1109/IGARSS39084.2020.9323668 -
V. Angulo, J. Rodriguez, E. Gaona, F. Prieto, I. Lizarazo (2020).
A Supervoxel-Based Approach for Leaves Segmentation of Potato Plants from Point Clouds,
IGARSS 2020, pp. 4902–4905.
DOI: 10.1109/IGARSS39084.2020.9324365 -
V. A. Morales, J. Rodriguez Galvis, E. G. Garcia, I. Lizarazo Salcedo (2019).
Estimation of Individual Potato Plants Area and Volume from UAV-based Multispectral Images,
IGARSS 2019, pp. 6259–6262.
DOI: 10.1109/IGARSS.2019.8898199 -
Medina Daza, R. J., Angulo, V. D., Rodriguez Galvis, J. L. (2017).
Improving the Spatial Resolution of Ikonos Images Using UAV-Based Image Fusion,
CISTI 2017 – 12th Iberian Conference on Information Systems and Technologies, pp. 1–7.
DOI: 10.23919/CISTI.2017.7975729
Technical Guides
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Cirrus Correction in Landsat 8
Based on Xu et al. (2014), IEEE IGARSS. -
Vegetation Classification Using ML Models
Classification methods using SVM, Random Forest, and Boosting. -
Vegetation Classification Using Pretrained Models
Classification methods using SVM, Random Forest, and Boosting.