Publications Table

ID Publication Title Publication Date Citations Published
1Cloud gap-filling with deep learning for improved grassland monitoring202416
2A Data Cube of Big Satellite Image Time-Series for Agriculture Monitoring20228
3A data cube of big satellite image time-series for agriculture monitoring20228
4Remote sensing of grasslands: Performance comparison of radar and optical data in machine learning classification20253
5Monitoring digestate application on agricultural crops using Sentinel-2 Satellite imagery20253
6Monitoring digestate application on agricultural crops using Sentinel-2 satellite imagery20253
7Estimation of Agricultural Intensification Through Semi-Supervised Deep Learning on Sentinel-2 Imagery20253
8Semi-supervised deep learning for change detection in agricultural fields using sentinel-2 imagery20243
9Semi-Supervised Deep Learning for Change Detection in Agricultural Fields Using Sentinel-2 Imagery20243
10Mowing detection intercomparison exercise-MODCiX20232
11Comparative Assessment of Multimodal Earth Observation Data for Soil Moisture Estimation20261
12Deep-learning-based grassland mapping with Sentinel-2: prioritizing key spectral bands and time periods20251
13Mapping of weed management methods in orchards using Sentinel-2 and planetscope data20251
14Mowing detection intercomparison exercise (MODCiX)–a cross-European evaluation of grassland mowing detection algorithms20251
15Mapping of Weed Management Methods in Orchards using Sentinel-2 and PlanetScope Data20251
16Mowing Detection Intercomparison Exercise (MODCiX)–A Cross-European Evaluation of Grassland Mowing Detection Algorithms-11
17Mowing detection intercomparison exercise (MODCiX)–Evaluation of grassland mowing detection algorithms across Europe20260
18Space2Ground 2.0: A Multi-Source Dataset and Framework for Agricultural Monitoring through Fusion of Street-Level and Satellite Imagery20260
19Enhancing Soil Organic Carbon Mapping by Combining Remote Sensing and Farmer-Collected Data in a Machine Learning Framework20250
20Effects of Long-Term Biogas Digestate Application on Soil Properties, Wheat Growth and Yield Under Field Conditions.20250
21MODCiX–Mowing detection intercomparison exercise20230
22Deep Learning for Event Detection on Grasslands20210
23Deep Learning-Based Grassland Classification Using Multi-Modal Sentinel-1, Sentinel-2, and Street-Level Imagery-10