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 policy2018115
3Scalable Parcel-Based Crop Identification Scheme Using Sentinel-2 Data Time-Series for the Monitoring of the Common Agricultural Policy2018108
4Semantically enriched crop type classification and linked earth observation data to support the common agricultural policy monitoring202027
5Towards assessing agricultural land suitability with causal machine learning202220
6Assessing the added value of Sentinel-1 PolSAR data for crop classification202219
7A Scalable Machine Learning Pipeline for Paddy Rice Classification Using Multi-Temporal Sentinel Data202119
8Evaluating digital agriculture recommendations with causal inference202315
9Evaluating Digital Agriculture Recommendations with Causal Inference202215
10DataCAP: A Satellite Datacube and Crowdsourced Street-level Images for the Monitoring of the Common Agricultural Policy202214
11Personalizing sustainable agriculture with causal machine learning202313
12Personalizing Sustainable Agriculture with Causal Machine Learning202213
13Leveraging causality and explainability in digital agriculture202512
14Scalable distributed Random Forest for paddy rice mapping201912
15Scalable distributed random forest classification for paddy rice mapping202011
16Large Language Models for Constrained-Based Causal Discovery202310
17Fuzzy clustering for the within-season estimation of cotton phenology202210
18DC circuit breakers and their use in HVDC grids201210
19A Sentinel based agriculture monitoring scheme for the control of the CAP and food security20219
20A sentinel based agriculture monitoring scheme for the control of the cap and food security20209
21Recurrent U-Net based dynamic paddy rice mapping in South Korea with enhanced data compatibility to support agricultural decision making20236
22Pest presence prediction using interpretable machine learning20226
23Evaluating digital tools for sustainable agriculture using causal inference20226
24A data cube of big satellite image time-series for agriculture monitoring20225
25Towards Space-to-Ground Data Availability for Agriculture Monitoring20225
26A Data Cube of Big Satellite Image Time-Series for Agriculture Monitoring20224
27Towards Global Crop Maps with Transfer Learning20224
28CY-Bench: A comprehensive benchmark dataset for sub-national crop yield forecasting20253
29Semi-Supervised Phenology Estimation in Cotton Parcels with Sentinel-2 Time-Series20213
30Assessing the Causal Impact of Humanitarian Aid on Food Security20242
31Causality and explainability for trustworthy integrated pest management20232
32Causality and Explainability for Trustworthy Integrated Pest Management20232
33Assessing the Added Value of Sentinel-1 PolSAR Data for Crop Classification20222
34Staged Event Trees for Transparent Treatment Effect Estimation20251
35Causal discovery reveals complex patterns of drought-induced displacement20241
36Evaluating Digital Tools for Sustainable Agriculture using Causal Inference20221
37MultiMedia Modeling: 28th International Conference, MMM 2022, Phu Quoc, Vietnam, June 6–10, 2022, Proceedings, Part I20221
38EOPEN: OPEN INTEROPERABLE PLATFORM FOR UNIFIED ACCESS AND ANALYSIS OF EARTH OBSERVATION DATA-11
39Winter wheat improves soil carbon sequestration with reduced gains in warmer climates20260
40Operational and actionable Acute Food Insecurity modelling20250
41SHRUG-FM: Reliability-Aware Foundation Models for Earth Observation20250
42Dimensionality Reduction for Remote Sensing Data Analysis: A Systematic Review of Methods and Applications20250
43Large language models for causal hypothesis generation in science20250
44Causal machine learning methods for understanding land use and land cover change20250
45Positive-Unlabeled Learning for Control Group Construction in Observational Causal Inference20250
46Cloud gap-filling with deep learning for improved grassland monitoring20240
47Causal machine learning for sustainable agroecosystems20240
48Causal evaluation of humanitarian aid on food security20240
49Large Language Models for Causal Discovery in the Earth Sciences20240
50CY-Bench: A comprehensive benchmark dataset for subnational crop yield forecasting20240
51Causal Machine Learning for Sustainable Agriculture and Food Security20240
52Evaluating the Impact of Humanitarian Aid on Food Security20230
53Big earth data and machine learning for sustainable and resilient agriculture20220
54Big Earth Data and Machine Learning for Sustainable and Resilient Agriculture20220
55Reinforcing the common agriculture policy: automated satellite-based earth observation services support the monitoring of farmers’ compliance to Common Agriculture Policy (cap …20220
56Deep Learning for Event Detection on Grasslands20210
57H2020 EOpen easing Copernicus data & services exploitation20200
58A 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
59A Sentinel-based Agriculture Monitoring Scheme.20190
60H2020 EOPEN EASING COPERNICUS DATA & SERVICES EXPLOITATION-10
61Causal Machine Learning for Sustainable Agriculture-10
62SCALABLE DISTRIBUTED RANDOM FOREST CLASSIFICATION FOR PADDY RICE MAPPING ASIAN CONFERENCE ON REMOTE SENSING ACRS 2019-10
63Causal Effects of Winter Wheat on Soil Organic Carbon Under Climate Variability-10