An Experimental System for the Integration of GIS Data in Knowledge-Based Image Analysis for Remote Sensing of Agriculture. - Charalambos Kontoes; G. G. Wilkinson; A. Burrill; S. Goffredo; J. Mégier (Int. J. Geogr. Inf. Sci., 1993)

Small scale surface deformation detection of the Gulf of Corinth (Hellas) using Permanent Scatterers technique. - Panagiotis Elias; Charalambos Kontoes; Ioannis Papoutsis; Ioannis Kotsis (IGARSS, 2007)

A comparative analysis of a fixed thresholding vs. a classification tree approach for operational burn scar detection and mapping. - Charalambos Kontoes; Hervé Poilvé; Géraldine Florsch; Iphigenia Keramitsoglou; S. Paralikidis (Int. J. Appl. Earth Obs. Geoinformation, 2009)

Permanent Scatterer InSAR Analysis and Validation in the Gulf of Corinth. - Panagiotis Elias; Charalambos Kontoes; Ioannis Papoutsis; Ioannis Kotsis; Aggeliki Marinou; Dimitris Paradissis; Dimitris Sakellariou 001 (Sensors, 2009)

SITHON: An Airborne Fire Detection System Compliant with Operational Tactical Requirements. - Charalambos Kontoes; Iphigenia Keramitsoglou; Nicolaos Sifakis; Pavlos Konstantinidis (Sensors, 2009)

Burnt area delineation from a uni-temporal perspective based on Landsat TM imagery classification using Support Vector Machines. - George P. Petropoulos; Charalambos Kontoes; Iphigenia Keramitsoglou (Int. J. Appl. Earth Obs. Geoinformation, 2011)

Wildfire Detection and Tracking over Greece Using MSG-SEVIRI Satellite Data. - Nicolas I. Sifakis; Christos Iossifidis; Charalambos Kontoes; Iphigenia Keramitsoglou (Remote. Sens., 2011)

Building Virtual Earth Observatories Using Ontologies and Linked Geospatial Data. - Manolis Koubarakis; Manos Karpathiotakis; Kostis Kyzirakos; Charalampos Nikolaou; Stavros Vassos; George Garbis; Michael Sioutis; Konstantina Bereta; Stefan Manegold; Martin L. Kersten; Milena Ivanova; Holger Pirk; et al. (RR, 2012)

Real Time Fire Monitoring Using Semantic Web and Linked Data Technologies. - Kostis Kyzirakos; Manos Karpathiotakis; George Garbis; Charalampos Nikolaou; Konstantina Bereta; Michael Sioutis; Ioannis Papoutsis; Themistoklis Herekakis; Dimitrios Michail 001; Manolis Koubarakis; Charalambos Kontoes (ISWC (Posters & Demos), 2012)

Land cover mapping with emphasis to burnt area delineation using co-orbital ALI and Landsat TM imagery. - George P. Petropoulos; Charalambos Kontoes; Iphigenia Keramitsoglou (Int. J. Appl. Earth Obs. Geoinformation, 2012)

TELEIOS: A Database-Powered Virtual Earth Observatory. - Manolis Koubarakis; Kostis Kyzirakos; Manos Karpathiotakis; Charalampos Nikolaou; Stavros Vassos; George Garbis; Michael Sioutis; Konstantina Bereta; Dimitrios Michail 001; Charalambos Kontoes; Ioannis Papoutsis; Themos Herekakis; et al. (Proc. VLDB Endow., 2012)

Real-time wildfire monitoring using scientific database and linked data technologies. - Manolis Koubarakis; Charalambos Kontoes; Stefan Manegold (EDBT, 2013)

National Scale Operational Mapping of Burnt Areas as a Tool for the Better Understanding of Contemporary Wildfire Patterns and Regimes. - Charalambos Kontoes; Iphigenia Keramitsoglou; Ioannis Papoutsis; Nicolas I. Sifakis; Panteleimon Xofis (Sensors, 2013)

Wildfire monitoring using satellite images, ontologies and linked geospatial data. - Kostis Kyzirakos; Manos Karpathiotakis; George Garbis; Charalampos Nikolaou; Konstantina Bereta; Ioannis Papoutsis; Themos Herekakis; Dimitrios Michail 001; Manolis Koubarakis; Charalambos Kontoes (J. Web Semant., 2014)

Multi-temporal intensity and coherence analysis of SAR images for land cover change detection on the Island of Crete. - Elena Nikolaeva; Olga Sykioti; Panagiotis Elias; Charalampos Kontoes (SAR, 2015)

A transferability study of the kernel-based reclassification algorithm for habitat delineation. - Iphigenia Keramitsoglou; Dimitris Stratoulias; Eleni Fitoka; Charalambos Kontoes; Nicolas I. Sifakis (Int. J. Appl. Earth Obs. Geoinformation, 2015)

Multi-Stack Persistent Scatterer Interferometry Analysis in Wider Athens, Greece. - Ioannis Papoutsis; Charalampos Kontoes; Demitrios Paradissis (Remote. Sens., 2017)

Earth-Observation-Based Estimation and Forecasting of Particulate Matter Impact on Solar Energy in Egypt. - Panagiotis G. Kosmopoulos; Stelios Kazadzis; Hesham M. El-Askary; Michael Taylor 001; Antonis Gkikas; Emmanouil Proestakis; Charalampos Kontoes; Mohamed Mostafa El-Khayat (Remote. Sens., 2018)

Scalable Parcel-Based Crop Identification Scheme Using Sentinel-2 Data Time-Series for the Monitoring of the Common Agricultural Policy. - Vasileios Sitokonstantinou; Ioannis Papoutsis; Charalampos Kontoes; Alberto Lafarga Arnal; Ana Pilar Armesto Andrés; José Angel Garraza Zurbano (Remote. Sens., 2018)

Satellite Earth Observation Data in Epidemiological Modeling of Malaria, Dengue and West Nile Virus: A Scoping Review. - Elisavet Parselia; Charalampos Kontoes; Alexia Tsouni; Christos Hadjichristodoulou; Ioannis Kioutsioukis; Gkikas Magiorkinis; Nikolaos I. Stilianakis (Remote. Sens., 2019)

On the Segmentation of the Cephalonia-Lefkada Transform Fault Zone (Greece) from an InSAR Multi-Mode Dataset of the Lefkada 2015 Sequence. - Nikos Svigkas; Simone Atzori; Anastasia Kiratzi; Cristiano Tolomei; Andrea Antonioli; Ioannis Papoutsis; Stefano Salvi; Charalambos Kontoes (Remote. Sens., 2019)

InSAR Greece with Parallelized Persistent Scatterer Interferometry: A National Ground Motion Service for Big Copernicus Sentinel-1 Data. - Ioannis Papoutsis; Charalampos Kontoes; Stavroula Alatza; Alexis Apostolakis; Constantinos Loupasakis (Remote. Sens., 2020)

InSAR Campaign Reveals Ongoing Displacement Trends at High Impact Sites of Thessaloniki and Chalkidiki, Greece. - Nikos Svigkas; Constantinos Loupasakis; Ioannis Papoutsis; Charalambos Kontoes; Stavroula Alatza; Ploutarchos Tzampoglou; Cristiano Tolomei; Thomas Spachos (Remote. Sens., 2020)

Multi-Temporal InSAR Analysis for Monitoring Ground Deformation in Amorgos Island, Greece. - Stavroula Alatza; Ioannis Papoutsis; Demitrios Paradissis; Charalampos Kontoes; Gerassimos A. Papadopoulos (Sensors, 2020)

A Machine Learning Methodology for Next Day Wildfire Prediction. - Stella Girtsou; Alexis Apostolakis; Giorgos Giannopoulos; Charalampos Kontoes (IGARSS, 2021)

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)

Implementation of a Random Forest Classifier to Examine Wildfire Predictive Modelling in Greece Using Diachronically Collected Fire Occurrence and Fire Mapping Data. - Alexis Apostolakis; Stella Girtsou; Charalampos Kontoes; Ioannis Papoutsis; Michalis Tsoutsos (MMM (2), 2021)

Effects of Aerosols and Clouds on the Levels of Surface Solar Radiation and Solar Energy in Cyprus. - Ilias Fountoulakis; Panagiotis G. Kosmopoulos; Kyriakoula Papachristopoulou; Panagiotis-Ioannis Raptis; Rodanthi-Elisabeth Mamouri; Argyro Nisantzi; Antonis Gkikas; Jonas Witthuhn; Sebastian Bley; Anna Moustaka; Johannes Buehl; Patric Seifert; et al. (Remote. Sens., 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)

MAMOTH: An Earth Observational Data-Driven Model for Mosquitoes Abundance Prediction. - Argyro Tsantalidou; Elisavet Parselia; George Arvanitakis; Katerina Kyratzi; Sandra Gewehr; Athena Vakali; Charalampos Kontoes (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 assessing agricultural land suitability with causal machine learning. - Georgios Giannarakis; Vasileios Sitokonstantinou; Roxanne Suzette Lorilla; Charalampos Kontoes (CVPR Workshops, 2022)

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)

Pest Presence Prediction Using Interpretable Machine Learning. - Ornela Nanushi; Vasileios Sitokonstantinou; Ilias Tsoumas; Charalampos Kontoes (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)

Personalizing Sustainable Agriculture with Causal Machine Learning. - Georgios Giannarakis; Vasileios Sitokonstantinou; Roxanne Suzette Lorilla; Charalampos Kontoes (CoRR, 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)

Estimating Next Day's Forest Fire Risk via a Complete Machine Learning Methodology. - Alexis Apostolakis; Stella Girtsou; Giorgos Giannopoulos; Nikolaos S. Bartsotas; Charalampos Kontoes (Remote. Sens., 2022)

Effect of Aerosol Vertical Distribution on the Modeling of Solar Radiation. - Ilias Fountoulakis; Kyriakoula Papachristopoulou; Emmanouil Proestakis; Vassilis Amiridis; Charalampos Kontoes; Stelios Kazadzis (Remote. Sens., 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)

Next Day Fire Prediction via Semantic Segmentation. - Konstantinos Alexis; Stella Girtsou; Alexis Apostolakis; Giorgos Giannopoulos; Charalampos Kontoes (PKDD/ECML Workshops (3), 2023)

Understanding the impacts of crop diversification in the context of climate change: a machine learning approach. - Georgios Giannarakis; Ilias Tsoumas; Stelios Neophytides; Christiana Papoutsa; Charalampos Kontoes; Diofantos G. Hadjimitsis (CoRR, 2023)

Causality and Explainability for Trustworthy Integrated Pest Management. - Ilias Tsoumas; Vasileios Sitokonstantinou; Georgios Giannarakis; Evagelia Lampiri; Christos Athanassiou; Gustau Camps-Valls; Charalampos Kontoes; Ioannis Athanasiadis (CoRR, 2023)

Persistent Scatterer Interferometry (PSI) Technique for the Identification and Monitoring of Critical Landslide Areas in a Regional and Mountainous Road Network. - Constantinos Nefros; Stavroula Alatza; Constantinos Loupasakis; Charalampos Kontoes (Remote. Sens., 2023)

Land Subsidence Phenomena vs. Coastal Flood Hazard - The Cases of Messolonghi and Aitolikon (Greece). - Nikolaos Antoniadis; Stavroula Alatza; Constantinos Loupasakis; Charalambos Kontoes (Remote. Sens., 2023)

Earth Observation in the EMMENA Region: Scoping Review of Current Applications and Knowledge Gaps. - Marinos Eliades; Silas C. Michaelides; Evagoras Evagorou; Kyriaki Fotiou; Konstantinos Fragkos; Georgios Leventis; Christos Theocharidis; Constantinos F. Panagiotou; Michalis Mavrovouniotis; Stelios Neophytides; Christiana Papoutsa; Kyriacos Neocleous; et al. (Remote. Sens., 2023)

A Data Driven Approach for Analyzing the Effect of Climate Change on Mosquito Abundance in Europe. - Argyro Tsantalidou; George Arvanitakis; Aristeidis K. Georgoulias; Dimitris Akritidis; Prodromos Zanis; Diletta Fornasiero; Daniel Wohlgemuth; Charalampos Kontoes (Remote. Sens., 2023)

PSI-Based Time Series Analysis Exploiting Copernicus SAR Images for Monitoring Kouris Dam in Cyprus. - Stavroula Alatza; Marios Tzouvaras; Constantinos Loupasakis; Kyriaki Fotiou; Charalampos Kontoes; Diofantos G. Hadjimitsis (IGARSS, 2024)

Enhancing Daily Wildfire Risk Prediction Application Through Interpretable Machine Learning Results. - Alexis Apostolakis; Stella Girtsou; Konstantinos Alexis; Giorgos Giannopoulos; Nikolaos S. Bartsotas; Charalampos Kontoes (IGARSS, 2024)

Wildfire Integrated Modeling Chain Development Over Heterogeneous Regions: the Medewsa Twin of Attica (Greece) and Ethiopia. - Nikolaos S. Bartsotas; Andrea Trucchia; Stella Girtsou; Alexis Apostolakis; Nicolò Perello; Themistocles Herekakis; Paolo Fiorucci; Lauro Rossi; Charalampos Kontoes (IGARSS, 2024)

Exploring the Links between Bacterial Diversity with Vegetation and Soil Parameters Using Soil Metabarcoding Data and Sentinel-2 Indices. - Dimitrios Bormpoudakis; Georgios Giannarakis; Pablo Sánchez-Cueto; Soraya González Sánchez; Salvador Lladó; Martin Hartmann; Charalampos Kontoes (IGARSS, 2024)

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

Flood Hazard Assessment and Vulnerability Analysis in Garyllis River Basin, Cyprus. - Josefina Kountouri; Constantinos F. Panagiotou; Alexia Tsouni; Stavroula Sigourou; Vasiliki Pagana; Eleni Loulli; Evagoras Evagorou; Christodoulos Mettas; Charalampos Kontoes; Diofantos G. Hadjimitsis (IGARSS, 2024)

Remote Sensing Techniques for Evaluating Landslide Susceptibility in Areas Affected by Floods. - Constantinos Nefros; Constantinos Loupasakis; Stavroula Alatza; Charalampos Kontoes (IGARSS, 2024)

An Earth Observation Data Ecosystem to Enhance Environmental Monitoring and Society's Resilience in Cyprus and the EMMENA Region. - Stelios Neophytides; Michalis Mavrovouniotis; Nikos Christoforou; Thanassis Drivas; Marinos Eliades; Christiana Papoutsa; Rodanthi-Elisavet Mamouri; Konstantinos Fragkos; Dragos Ene; Felix Bachofer; Thomas Krauss; Egbert Schwarz; et al. (IGARSS, 2024)

A Latent Space Metric for Enhancing Prediction Confidence in Earth Observation Data. - Ioannis Pitsiorlas; Argyro Tsantalidou; George Arvanitakis; Marios Kountouris; Charalambos Kontoes (IGARSS, 2024)

A Chained Approach to Predict West Nile Virus Outbreaks in Fine Temporal Granularity via Satellite Data. - Dimitrios Saindis; George Arvanitakis; Charalampos Kontoes (IGARSS, 2024)

What do Long-Term Satellite Data Reveal about Forest Dynamics in the Paphos Forest? - Christos Theocharidis; Marinos Eliades; Ioannis Z. Gitas; Christiana Papoutsa; Charalampos Kontoes; Andreas Christofe; Chris Danezis; Diofantos G. Hadjimitsis (IGARSS, 2024)

Semi-Supervised Deep Learning for Change Detection in Agricultural Fields Using Sentinel-2 Imagery. - Iason Tsardanidis; Charalampos Kontoes (IGARSS, 2024)

Detailed Wildfire Vulnerability Assessment In Selected Wildland Urban Interface Residential Areas In The Region Of Attica, Greece. - Melpomeni Zoka; Nikolaos Stasinos; Michail-Christos Tsoutsos; Martha Kokkalidou; Stella Girtsou; Anastasia Yfantidou; Nikolaos Stathopoulos; Charalampos Kontoes (IGARSS, 2024)

Surface Displacements Monitoring in Cyprus via InSAR and Field Investigation: The Case Studies of Pyrgos-Parekklisia and Pedoulas Villages. - Stavroula Alatza; Constantinos Loupasakis; Alexis Apostolakis; Marios Tzouvaras; Kyriacos Themistocleous; Charalampos Kontoes; Chris Danezis; Diofantos G. Hadjimitsis (Remote. Sens., 2024)

Integration of Multi-Source Datasets for Assessing Ground Swelling/Shrinking Risk in Cyprus: The Case Studies of Pyrgos-Parekklisia and Moni. - Athanasios V. Argyriou; Maria Prodromou; Christos Theocharidis; Kyriaki Fotiou; Stavroula Alatza; Constantinos Loupasakis; Zampela Pittaki-Chrysodonta; Charalampos Kontoes; Diofantos G. Hadjimitsis; Marios Tzouvaras (Remote. Sens., 2024)

Coastal Vulnerability Index (CVI) Assessment: Evaluating Risks Associated with Human-Made Activities along the Limassol Coastline, Cyprus. - Christos Theocharidis; Marina Doukanari; Eleftheria Kalogirou; Demetris Christofi; Christodoulos Mettas; Charalampos Kontoes; Diofantos G. Hadjimitsis; Athanasios V. Argyriou; Marinos Eliades (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)

Estimation of Agricultural Intensification Through Semisupervised Deep Learning on Sentinel-2 Imagery. - Iason Tsardanidis; Dimitrios Bormpoudakis; Ilias Tsoumas; Dimitra Loka; Christos Noulas; Alexandros Tsitouras; Charalampos Kontoes (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2025)

Mapping of Weed Management Methods in Orchards using Sentinel-2 and PlanetScope Data. - Ioannis Kontogiorgakis; Iason Tsardanidis; Dimitrios Bormpoudakis; Ilias Tsoumas; Dimitra Loka; Christos Noulas; Alexandros Tsitouras; Charalampos Kontoes (CoRR, 2025)

Monitoring digestate application on agricultural crops using Sentinel-2 Satellite imagery. - Andreas Kalogeras; Dimitrios Bormpoudakis; Iason Tsardanidis; Dimitra Loka; Charalampos Kontoes (CoRR, 2025)

Positive-Unlabeled Learning for Control Group Construction in Observational Causal Inference. - Ilias Tsoumas; Dimitrios Bormpoudakis; Vasileios Sitokonstantinou; Athanasios Askitopoulos; Andreas Kalogeras; Charalampos Kontoes; Ioannis Athanasiadis (CoRR, 2025)