agricultural monitoring 1crop classification 1multimodal data fusion 1satellite remote sensing 1street-level imagery 1
From the 1 of 2 linked papers with an AI index.
2 papers
cs.CV2026
Space2Ground 2.0: A Multi-Source Dataset and Framework for Agricultural Monitoring through Fusion of Street-Level and Satellite Imagery
Iason Tsardanidis, Alkiviadis Koukos, George Choumos +3
The paper introduces Space2Ground 2.0, a framework that combines satellite SAR/multispectral data with crowdsourced street‑level photos to create a parcel‑level agricultural monito…
cs.CV2025
Cloud gap-filling with deep learning for improved grassland monitoring
Iason Tsardanidis, Alkiviadis Koukos, Vasileios Sitokonstantinou +2
Uninterrupted optical image time series are crucial for the timely monitoring of agricultural land changes, particularly in grasslands. However, the continuity of such time series…