Publications Table

ID Publication Title Publication Date Citations Published
1Assessing the added value of Sentinel-1 PolSAR data for crop classification202234
2Assessing the Added Value of Sentinel-1 PolSAR Data for Crop Classification202234
3Semantically enriched crop type classification and linked earth observation data to support the common agricultural policy monitoring202033
4A scalable machine learning pipeline for paddy rice classification using multi-temporal sentinel data202129
5A Scalable Machine Learning Pipeline for Paddy Rice Classification Using Multi-Temporal Sentinel Data202129
6Evaluating digital agriculture recommendations with causal inference202324
7Evaluating Digital Agriculture Recommendations with Causal Inference202224
8Recurrent U-Net based dynamic paddy rice mapping in South Korea with enhanced data compatibility to support agricultural decision making202319
9Cloud gap-filling with deep learning for improved grassland monitoring202416
10Fuzzy clustering for the within-season estimation of cotton phenology202215
11Towards Space-to-Ground Data Availability for Agriculture Monitoring202213
12Towards space-to-ground data availability for agriculture monitoring202213
13Evaluating Digital Tools for Sustainable Agriculture using Causal Inference202212
14Evaluating digital tools for sustainable agriculture using causal inference202212
15Scalable distributed random forest classification for paddy rice mapping202011
16Scalable distributed random forest classification for paddy rice mapping Asian conference on remote sensing ACRS 2019201911
17SCALABLE DISTRIBUTED RANDOM FOREST CLASSIFICATION FOR PADDY RICE MAPPING ASIAN CONFERENCE ON REMOTE SENSING ACRS 2019-111
18Fast fusion of Sentinel-2 and Sentinel-3 time series over rangelands202410
19Fast Fusion of Sentinel-2 and Sentinel-3 Time Series over Rangelands202410
20A Sentinel based agriculture monitoring scheme for the control of the CAP and food security202110
21A sentinel based agriculture monitoring scheme for the control of the cap and food security202010
22Towards global crop maps with transfer learning20228
23Towards Global Crop Maps with Transfer Learning20228
24A Data Cube of Big Satellite Image Time-Series for Agriculture Monitoring20228
25A data cube of big satellite image time-series for agriculture monitoring20228
26Semi-supervised phenology estimation in cotton parcels with sentinel-2 time-series20217
27Semi-Supervised Phenology Estimation in Cotton Parcels with Sentinel-2 Time-Series20217
28Datacap: A satellite datacube and crowdsourced street-level images for the monitoring of the common agricultural policy20226
29Space2Ground 2.0: A Multi-Source Dataset and Framework for Agricultural Monitoring through Fusion of Street-Level and Satellite Imagery20260
30National Tree Species Mapping in Denmark with Machine Learning Using Multi-Temporal Sentinel Data20260
31Deep Learning for Event Detection on Grasslands20210
32Paddyr rice mapping based on multi-temporal sentinel-1 and sentinel-2 data in a high performance data analytics environment20210
33A 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