Multispectral

AgriPotential – A Multi-Temporal Multispectral Dataset for Agricultural Potential Mapping in Southern France

Datasets /

🧑 Mohammad El Sakka, Caroline De Pourtales, Lotfi Chaari, Josiane Mothe Resources Description Published as part of AI4AGRI, the AgriPotential dataset provides an open-access benchmark for modeling and predicting agricultural potentials using remote sensing and machine learning. It integrates multispectral Sentinel-2 satellite imagery across 2019 and expert-labeled ground truth from the BD Sol – GDPA […]

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DACIA5 – A Sentinel 2-based Multispectral Dataset for Agricultural Crop Identification Applications over Brasov area, Romania

Datasets /

As part of the AI4AGRI project, a new dataset is now available that combines Sentinel-1 SAR and Sentinel-2 multispectral imagery to support research in crop identification using machine learning and remote sensing. Covering the years 2020 to 2024 over an agricultural area north of Brașov, Romania, this dataset is structured to address two key tasks:

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muDACIA5: Sentinel-2 Brasov area 2020-2024 multi-spectral dataset for crop monitoring and identification

Datasets /

As part of the AI4AGRI project, a new dataset is now available for researchers focusing on crop identification using remote sensing and machine learning techniques. The dataset consists of Sentinel-2 MSI images acquired between 2020 and 2024 over an area north of Brașov, Romania. It is designed to support two specific tasks: The dataset includes:

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Training material for wheat and lucerne detection in a PRISMA hyperspectral image

AI4AGRI Training Material, Training Material /

https://colab.research.google.com/drive/1n_LmmqkwC-SPNALjUA7Wyx9XNi2XiY3v#scrollTo=yGjBSDSkECrl This was delivered at the International Summer School on Advanced Remote Sensing, 7 – 12 October 2024, Faculty of Land Reclamation and Environmental Engineering, University of Agronomic Sciences and Veterinary Medicine of Bucharest.  https://fifim.ro/international-summer-school-on-advanced-remote-sensing There was a total of 41 participants.

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Training material for Hyperspectral Image Visualization

AI4AGRI Training Material, Training Material /

https://colab.research.google.com/drive/1n_LmmqkwC-SPNALjUA7Wyx9XNi2XiY3v#scrollTo=yGjBSDSkECrl This was delivered at the International Summer School on Advanced Remote Sensing, 7 – 12 October 2024, Faculty of Land Reclamation and Environmental Engineering, University of Agronomic Sciences and Veterinary Medicine of Bucharest.  https://fifim.ro/international-summer-school-on-advanced-remote-sensing There was a total of 41 participants.

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