Semi-Supervised Phenology Estimation in Cotton Parcels with Sentinel-2 Time-Series. - Vasileios Sitokonstantinou; Alkiviadis Koukos; Charalampos Kontoes; Nikolaos S. Bartsotas; Vassilia Karathanassi (IGARSS, 2021)

A Scalable Machine Learning Pipeline for Paddy Rice Classification Using Multi-Temporal Sentinel Data. - Vasileios Sitokonstantinou; Alkiviadis Koukos; Thanassis Drivas; Charalampos Kontoes; Ioannis Papoutsis; Vassilia Karathanassi (Remote. Sens., 2021)

Semantically Enriched Crop Type Classification and Linked Earth Observation Data to Support the Common Agricultural Policy Monitoring. - Maria Rousi; Vasileios Sitokonstantinou; Georgios Meditskos; Ioannis Papoutsis; Ilias Gialampoukidis; Alkiviadis Koukos; Vassilia Karathanassi; Thanassis Drivas; Stefanos Vrochidis; Charalampos Kontoes; Ioannis Kompatsiaris (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021)

Towards Space-to-Ground Data Availability for Agriculture Monitoring. - George Choumos; Alkiviadis Koukos; Vasileios Sitokonstantinou; Charalampos Kontoes (IVMSP, 2022)

A Data Cube of Big Satellite Image Time-Series for Agriculture Monitoring. - Thanassis Drivas; Vasileios Sitokonstantinou; Iason Tsardanidis; Alkiviadis Koukos; Charalampos Kontoes; Vassilia Karathanassi (IVMSP, 2022)

DataCAP: A Satellite Datacube and Crowdsourced Street-Level Images for the Monitoring of the Common Agricultural Policy. - Vasileios Sitokonstantinou; Alkiviadis Koukos; Thanassis Drivas; Charalampos Kontoes; Vassilia Karathanassi (MMM (2), 2022)

Evaluating Digital Tools for Sustainable Agriculture using Causal Inference. - Ilias Tsoumas; Georgios Giannarakis; Vasileios Sitokonstantinou; Alkiviadis Koukos; Dimitra Loka; Nikolaos S. Bartsotas; Charalampos Kontoes; Ioannis Athanasiadis (CoRR, 2022)

Towards Global Crop Maps with Transfer Learning. - Hyun-Woo Jo; Alkiviadis Koukos; Vasileios Sitokonstantinou; Woo-Kyun Lee; Charalampos Kontoes (CoRR, 2022)

Fuzzy clustering for the within-season estimation of cotton phenology. - Vasileios Sitokonstantinou; Alkiviadis Koukos; Ilias Tsoumas; Nikolaos S. Bartsotas; Charalampos Kontoes; Vassilia Karathanassi (CoRR, 2022)

Assessing the Added Value of Sentinel-1 PolSAR Data for Crop Classification. - Maria Ioannidou; Alkiviadis Koukos; Vasileios Sitokonstantinou; Ioannis Papoutsis; Charalampos Kontoes (Remote. Sens., 2022)

Evaluating Digital Agriculture Recommendations with Causal Inference. - Ilias Tsoumas; Georgios Giannarakis; Vasileios Sitokonstantinou; Alkiviadis Koukos; Dimitra Loka; Nikolaos S. Bartsotas; Charalampos Kontoes; Ioannis Athanasiadis (AAAI, 2023)

Towards Global Crop Maps with Transfer Learning. - Alkiviadis Koukos; Hyun-Woo Jo; Vasileios Sitokonstantinou; Ilias Tsoumas; Charalampos Kontoes; Woo-Kyun Lee (IGARSS, 2024)

Fast Fusion of Sentinel-2 and Sentinel-3 Time Series over Rangelands. - Paul Senty; Radoslaw Guzinski; Kenneth Grogan; Robert Buitenwerf; Jonas Ardö; Lars Eklundh; Alkiviadis Koukos; Torbern Tagesson; Michael Munk (Remote. Sens., 2024)

Cloud gap-filling with deep learning for improved grassland monitoring. - Iason Tsardanidis; Alkiviadis Koukos; Vasileios Sitokonstantinou; Thanassis Drivas; Charalampos Kontoes (Comput. Electron. Agric., 2025)