This cherry tree disease detection dataset is a multimodal, multi-angle dataset which was constructed for monitoring the growth of cherry trees, including stress analysis and prediction. An orchard of cherry trees is considered in the area of Western Macedonia, where 577 cherry trees were recorded in a full crop season starting from Jul. 2021 to Jul. 2022. The dataset includes a) aerial / Unmanned Aerial Vehicle (UAV) images, b) ground RGB images/photos, and c) ground multispectral images/photos.

Dataset Files

You must be an IEEE Dataport Subscriber to access these files. Subscribe now or login.

Documentation: 
AttachmentSize
File ReadMe.docx7.53 MB
[1] Christos Chaschatzis, Ilias Siniosoglou, Anna Triantafyllou, Chrysoula Karaiskou, Athanasios Liatifis, Panagiotis Radoglou-Grammatikis, Dimitrios Pliatsios, Vasiliki Kelli, Thomas Lagkas, Vasileios Argyriou, Panagiotis Sarigiannidis, "Cherry Tree Disease Detection Dataset", IEEE Dataport, 2022. [Online]. Available: http://dx.doi.org/10.21227/ehfm-9j20. Accessed: Jan. 17, 2025.
@data{ehfm-9j20-22,
doi = {10.21227/ehfm-9j20},
url = {http://dx.doi.org/10.21227/ehfm-9j20},
author = {Christos Chaschatzis; Ilias Siniosoglou; Anna Triantafyllou; Chrysoula Karaiskou; Athanasios Liatifis; Panagiotis Radoglou-Grammatikis; Dimitrios Pliatsios; Vasiliki Kelli; Thomas Lagkas; Vasileios Argyriou; Panagiotis Sarigiannidis },
publisher = {IEEE Dataport},
title = {Cherry Tree Disease Detection Dataset},
year = {2022} }
TY - DATA
T1 - Cherry Tree Disease Detection Dataset
AU - Christos Chaschatzis; Ilias Siniosoglou; Anna Triantafyllou; Chrysoula Karaiskou; Athanasios Liatifis; Panagiotis Radoglou-Grammatikis; Dimitrios Pliatsios; Vasiliki Kelli; Thomas Lagkas; Vasileios Argyriou; Panagiotis Sarigiannidis
PY - 2022
PB - IEEE Dataport
UR - 10.21227/ehfm-9j20
ER -
Christos Chaschatzis, Ilias Siniosoglou, Anna Triantafyllou, Chrysoula Karaiskou, Athanasios Liatifis, Panagiotis Radoglou-Grammatikis, Dimitrios Pliatsios, Vasiliki Kelli, Thomas Lagkas, Vasileios Argyriou, Panagiotis Sarigiannidis. (2022). Cherry Tree Disease Detection Dataset. IEEE Dataport. http://dx.doi.org/10.21227/ehfm-9j20
Christos Chaschatzis, Ilias Siniosoglou, Anna Triantafyllou, Chrysoula Karaiskou, Athanasios Liatifis, Panagiotis Radoglou-Grammatikis, Dimitrios Pliatsios, Vasiliki Kelli, Thomas Lagkas, Vasileios Argyriou, Panagiotis Sarigiannidis, 2022. Cherry Tree Disease Detection Dataset. Available at: http://dx.doi.org/10.21227/ehfm-9j20.
Christos Chaschatzis, Ilias Siniosoglou, Anna Triantafyllou, Chrysoula Karaiskou, Athanasios Liatifis, Panagiotis Radoglou-Grammatikis, Dimitrios Pliatsios, Vasiliki Kelli, Thomas Lagkas, Vasileios Argyriou, Panagiotis Sarigiannidis. (2022). "Cherry Tree Disease Detection Dataset." Web.
1. Christos Chaschatzis, Ilias Siniosoglou, Anna Triantafyllou, Chrysoula Karaiskou, Athanasios Liatifis, Panagiotis Radoglou-Grammatikis, Dimitrios Pliatsios, Vasiliki Kelli, Thomas Lagkas, Vasileios Argyriou, Panagiotis Sarigiannidis. Cherry Tree Disease Detection Dataset [Internet]. IEEE Dataport; 2022. Available from : http://dx.doi.org/10.21227/ehfm-9j20
Christos Chaschatzis, Ilias Siniosoglou, Anna Triantafyllou, Chrysoula Karaiskou, Athanasios Liatifis, Panagiotis Radoglou-Grammatikis, Dimitrios Pliatsios, Vasiliki Kelli, Thomas Lagkas, Vasileios Argyriou, Panagiotis Sarigiannidis. "Cherry Tree Disease Detection Dataset." doi: 10.21227/ehfm-9j20