Project-AgML/gran_canaria_vegetation_segmentation

Gran Canaria Vegetation Segmentation

This dataset provides real aerial RGB imagery capturing vegetation in field environments across Gran Canaria, Spain, collected during 2016, 2018, and 2021. It features natural, non-synthetic scenes acquired from aerial platforms, offering diverse vegetation patterns in a representative island ecosystem. The data serves as a realistic benchmark for semantic segmentation tasks focused on vegetation mapping in outdoor field settings. The dataset contains 555 images with pixel-level mask annotations.

This dataset is indexed on https://project-agml.github.io/ as part of the AgML python library.

Mask color can be decoded with the following key:

Comunidad	Código	RGB
Termófilo	9310EF	(147, 16, 239)
Balancones	FEA7FF	(254, 167, 255)
Cañaverales	06FAF1	(6, 250, 241)
Cardonales	FA9109	(250, 145, 9)
Cultivos	E2DEDF	(226, 222, 223)
Escobonal	06F86C	(6, 248, 108)
Laurisilva	0100FD	(1, 0, 253)
Matorral nitrófilo	F909EB	(249, 9, 235)
Palmerales	4D58E8	(77, 88, 232)
Pastos	B08888	(176, 136, 136)
Pinar denso	009601	(0, 150, 1)
Pinar laxo	1AF903	(26, 249, 3)
Edificios	FFFFFF	(255, 255, 255)
Tabaibal de tabaiba amarga	ACF906	(172, 249, 6)
Tabaibal de tabaiba dulce	FD0101	(253, 1, 1)
Tarajalera	5BA7CD	(91, 167, 205)
Helecheras	FBFA00	(251, 250, 0)
Jaguarzal	F9DF06	(249, 223, 6)
Plantaciones de árboles	9FCB60	(159, 203, 96)
Retamar de retama amarilla	C8FAC8	(200, 250, 200)
Carreteras	626262	(98,98,98)
Agua	33b1a7	(51,177,167)
Cultivos Abandonado	d1a4cd	(209, 164, 205)
No Vegetation	af855b	(175,133,91)
Shadows	000000	(0,0,0)

Citation

@article{salascceres2025gran,
  title={Gran canaria vegetation segmentation dataset from multi-year aerial imagery for environmental monitoring and conservation},
  author={Salas-Cáceres, José and Balia, Riccardo and Salas-Pascual, Marcos and Lorenzo-Navarro, Javier and Castrillón-Santana, Modesto},
  journal={Data in Brief},
  volume={59},
  pages={111419},
  year={2025},
  publisher={Elsevier}
}

Salas-Cáceres, J., Lorenzo-Navarro, J., Castrillón-Santana, M., Salas-Pascual, M., & Balia, R. (2024). Vegetation mapping dataset of Gran Canaria, Canary Islands, Spain. [Dataset]. Zenodo. https://doi.org/10.5281/zenodo.14215453

This dataset was reformatted from its original format to match HuggingFace standards.