Publications Table

ID Publication Title Publication Date Citations Published
1Scalable crop classification using Sentinel-2 time-series for monitoring the Common Agricultural Policy2018115
2Scalable Parcel-Based Crop Identification Scheme Using Sentinel-2 Data Time-Series for the Monitoring of the Common Agricultural Policy2018108
3Semantically enriched crop type classification and linked earth observation data to support the common agricultural policy monitoring202027
4Towards assessing agricultural land suitability with causal machine learning202220
5Assessing the added value of Sentinel-1 PolSAR data for crop classification202219
6A Scalable Machine Learning Pipeline for Paddy Rice Classification Using Multi-Temporal Sentinel Data202119
7Evaluating Digital Agriculture Recommendations with Causal Inference202215
8DataCAP: A Satellite Datacube and Crowdsourced Street-level Images for the Monitoring of the Common Agricultural Policy202214
9Personalizing sustainable agriculture with causal machine learning202313
10Personalizing Sustainable Agriculture with Causal Machine Learning202213
11Scalable distributed Random Forest for paddy rice mapping201912
12Scalable distributed random forest classification for paddy rice mapping202011
13Large Language Models for Constrained-Based Causal Discovery202310
14Fuzzy clustering for the within-season estimation of cotton phenology202210
15DC circuit breakers and their use in HVDC grids201210
16A Sentinel based agriculture monitoring scheme for the control of the CAP and food security20219
17A sentinel based agriculture monitoring scheme for the control of the cap and food security20209
18Recurrent U-Net based dynamic paddy rice mapping in South Korea with enhanced data compatibility to support agricultural decision making20236
19Pest presence prediction using interpretable machine learning20226
20Towards Space-to-Ground Data Availability for Agriculture Monitoring20225
21A Data Cube of Big Satellite Image Time-Series for Agriculture Monitoring20224
22Towards Global Crop Maps with Transfer Learning20224
23Semi-Supervised Phenology Estimation in Cotton Parcels with Sentinel-2 Time-Series20213
24Assessing the Causal Impact of Humanitarian Aid on Food Security20242
25Causality and Explainability for Trustworthy Integrated Pest Management20232
26Causality and explainability for trustworthy integrated pest management20232
27Assessing the Added Value of Sentinel-1 PolSAR Data for Crop Classification20222
28Causal discovery reveals complex patterns of drought-induced displacement20241
29Evaluating Digital Tools for Sustainable Agriculture using Causal Inference20221
30MultiMedia Modeling: 28th International Conference, MMM 2022, Phu Quoc, Vietnam, June 6–10, 2022, Proceedings, Part I20221
31EOPEN: OPEN INTEROPERABLE PLATFORM FOR UNIFIED ACCESS AND ANALYSIS OF EARTH OBSERVATION DATA-11
32Large language models for causal hypothesis generation in science20250
33CY-Bench: A comprehensive benchmark dataset for subnational crop yield forecasting20240
34Causal machine learning for sustainable agroecosystems20240
35Causal evaluation of humanitarian aid on food security20240
36Large Language Models for Causal Discovery in the Earth Sciences20240
37Causal Machine Learning for Sustainable Agriculture and Food Security20240
38Cloud gap-filling with deep learning for improved grassland monitoring20240
39Evaluating the Impact of Humanitarian Aid on Food Security20230
40Big Earth Data and Machine Learning for Sustainable and Resilient Agriculture20220
41Reinforcing the common agriculture policy: automated satellite-based earth observation services support the monitoring of farmers’ compliance to Common Agriculture Policy (cap …20220
42Deep Learning for Event Detection on Grasslands20210
43A Novel Approach on Smart Farming: Combining Past, Present and Future EO, Climatic and NWP datasets Towards an Integrated Crop Monitoring, Risk-Assessment and Yield Forecasting …20200
44A Sentinel-based Agriculture Monitoring Scheme.20190
45SCALABLE DISTRIBUTED RANDOM FOREST CLASSIFICATION FOR PADDY RICE MAPPING ASIAN CONFERENCE ON REMOTE SENSING ACRS 2019-10
46H2020 EOPEN EASING COPERNICUS DATA & SERVICES EXPLOITATION-10