Publications Table

ID Publication Title Publication Date Citations Published
1Semantically enriched crop type classification and linked earth observation data to support the common agricultural policy monitoring202027
2Assessing the added value of Sentinel-1 PolSAR data for crop classification202219
3A Scalable Machine Learning Pipeline for Paddy Rice Classification Using Multi-Temporal Sentinel Data202119
4A scalable machine learning pipeline for paddy rice classification using multi-temporal sentinel data202119
5Evaluating digital agriculture recommendations with causal inference202315
6Evaluating Digital Agriculture Recommendations with Causal Inference202215
7Scalable distributed random forest classification for paddy rice mapping202011
8Scalable distributed random forest classification for paddy rice mapping Asian conference on remote sensing ACRS 2019201911
9Fuzzy clustering for the within-season estimation of cotton phenology202210
10A Sentinel based agriculture monitoring scheme for the control of the CAP and food security20219
11A sentinel based agriculture monitoring scheme for the control of the cap and food security20209
12Recurrent U-Net based dynamic paddy rice mapping in South Korea with enhanced data compatibility to support agricultural decision making20236
13Evaluating digital tools for sustainable agriculture using causal inference20226
14Datacap: A satellite datacube and crowdsourced street-level images for the monitoring of the common agricultural policy20225
15Towards Space-to-Ground Data Availability for Agriculture Monitoring20225
16Semi-supervised phenology estimation in cotton parcels with sentinel-2 time-series20215
17A Data Cube of Big Satellite Image Time-Series for Agriculture Monitoring20224
18Towards Global Crop Maps with Transfer Learning20224
19Towards global crop maps with transfer learning20224
20Semi-Supervised Phenology Estimation in Cotton Parcels with Sentinel-2 Time-Series20213
21Fast Fusion of Sentinel-2 and Sentinel-3 Time Series over Rangelands20242
22Assessing the Added Value of Sentinel-1 PolSAR Data for Crop Classification20222
23Evaluating Digital Tools for Sustainable Agriculture using Causal Inference20221
24Cloud gap-filling with deep learning for improved grassland monitoring20240
25Paddyr rice mapping based on multi-temporal sentinel-1 and sentinel-2 data in a high performance data analytics environment20210
26Deep Learning for Event Detection on Grasslands20210
27A 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
28SCALABLE DISTRIBUTED RANDOM FOREST CLASSIFICATION FOR PADDY RICE MAPPING ASIAN CONFERENCE ON REMOTE SENSING ACRS 2019-10