Charalampos Kontoes

63 papers A* 1B 1C 13Journal 40Unranked 8

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Comparative Assessment of Multimodal Earth Observation Data for Soil Moisture Estimation. CoRR Ioannis Kontogiorgakis, Athanasios Askitopoulos, Iason Tsardanidis, Dimitrios Bormpoudakis, Ilias Tsoumas, Fotios Balampanis, Charalampos Kontoes
2025	J	`jnl`	Cloud gap-filling with deep learning for improved grassland monitoring. Comput. Electron. Agric. Iason Tsardanidis, Alkiviadis Koukos, Vasileios Sitokonstantinou, Thanassis Drivas, Charalampos Kontoes
2025	B	`conf`	Enhancing Soil Organic Carbon Mapping by Combining Remote Sensing and Farmer-Collected Data in a Machine Learning Framework. IEEE Big Data Athanasios Askitopoulos, Dimitrios Bormpoudakis, Iason Tsardanidis, Ilias Tsoumas, Dimitra A. Loka, Christos Noulas, Paraskevi Gripari, Alexandros Tsitouras, Charalampos Kontoes
2025	J	`jnl`	Enhancing the Interpretation of AI Models for Natural Hazard Susceptibility: The Case of Daily Wildfire Occurrence Prediction. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Alexis Apostolakis, Konstantinos Alexis, Stella Girtsou, Giorgos Giannopoulos, Nikolaos S. Bartsotas, Charalampos Kontoes, Panayotis Tsanakas
2025	J	`jnl`	Estimation of Agricultural Intensification Through Semisupervised Deep Learning on Sentinel-2 Imagery. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Iason Tsardanidis, Dimitrios Bormpoudakis, Ilias Tsoumas, Dimitra Loka, Christos Noulas, Alexandros Tsitouras, Charalampos Kontoes
2025	J	`jnl`	Mapping of Weed Management Methods in Orchards using Sentinel-2 and PlanetScope Data. CoRR Ioannis Kontogiorgakis, Iason Tsardanidis, Dimitrios Bormpoudakis, Ilias Tsoumas, Dimitra Loka, Christos Noulas, Alexandros Tsitouras, Charalampos Kontoes
2025	J	`jnl`	Monitoring digestate application on agricultural crops using Sentinel-2 Satellite imagery. CoRR Andreas Kalogeras, Dimitrios Bormpoudakis, Iason Tsardanidis, Dimitra Loka, Charalampos Kontoes
2025	J	`jnl`	Multiparameter Flood Risk Assessment and Management Planning at High Spatial Resolution in the Region of Attica, Greece. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Alexia Tsouni, Stavroula Sigourou, Vasiliki Pagana, Michail-Christos Tsoutsos, Panayiotis Dimitriadis, G.-Fivos Sargentis, Theano Iliopoulou, Romanos Ioannidis, Dimitra Dimitrakopoulou, Efthymios Chardavellas, Marcos Julien Alexopoulos, Antonis Koukouvinos, Nikos Mamasis, Demetris Koutsoyiannis, Charalampos Kontoes
2025	J	`jnl`	Positive-Unlabeled Learning for Control Group Construction in Observational Causal Inference. CoRR Ilias Tsoumas, Dimitrios Bormpoudakis, Vasileios Sitokonstantinou, Athanasios Askitopoulos, Andreas Kalogeras, Charalampos Kontoes, Ioannis Athanasiadis
2024	C	`conf`	A Chained Approach to Predict West Nile Virus Outbreaks in Fine Temporal Granularity via Satellite Data. IGARSS Dimitrios Saindis, George Arvanitakis, Charalampos Kontoes
2024	J	`jnl`	Cloud gap-filling with deep learning for improved grassland monitoring. CoRR Iason Tsardanidis, Alkiviadis Koukos, Vasileios Sitokonstantinou, Thanassis Drivas, Charalampos Kontoes
2024	J	`jnl`	Coastal Vulnerability Index (CVI) Assessment: Evaluating Risks Associated with Human-Made Activities along the Limassol Coastline, Cyprus. Remote. Sens. Christos Theocharidis, Marina Doukanari, Eleftheria Kalogirou, Demetris Christofi, Christodoulos Mettas, Charalampos Kontoes, Diofantos G. Hadjimitsis, Athanasios V. Argyriou, Marinos Eliades
2024	C	`conf`	Detailed Wildfire Vulnerability Assessment In Selected Wildland Urban Interface Residential Areas In The Region Of Attica, Greece. IGARSS Melpomeni Zoka, Nikolaos Stasinos, Michail-Christos Tsoutsos, Martha Kokkalidou, Stella Girtsou, Anastasia Yfantidou, Nikolaos Stathopoulos, Charalampos Kontoes
2024	C	`conf`	Enhancing Daily Wildfire Risk Prediction Application Through Interpretable Machine Learning Results. IGARSS Alexis Apostolakis, Stella Girtsou, Konstantinos Alexis, Giorgos Giannopoulos, Nikolaos S. Bartsotas, Charalampos Kontoes
2024	C	`conf`	Exploring the Links between Bacterial Diversity with Vegetation and Soil Parameters Using Soil Metabarcoding Data and Sentinel-2 Indices. IGARSS Dimitrios Bormpoudakis, Georgios Giannarakis, Pablo Sánchez-Cueto, Soraya González Sánchez, Salvador Lladó, Martin Hartmann, Charalampos Kontoes
2024	C	`conf`	Flood Hazard Assessment and Vulnerability Analysis in Garyllis River Basin, Cyprus. IGARSS Josefina Kountouri, Constantinos F. Panagiotou, Alexia Tsouni, Stavroula Sigourou, Vasiliki Pagana, Eleni Loulli, Evagoras Evagorou, Christodoulos Mettas, Charalampos Kontoes, Diofantos G. Hadjimitsis
2024	J	`jnl`	Integration of Multi-Source Datasets for Assessing Ground Swelling/Shrinking Risk in Cyprus: The Case Studies of Pyrgos-Parekklisia and Moni. Remote. Sens. Athanasios V. Argyriou, Maria Prodromou, Christos Theocharidis, Kyriaki Fotiou, Stavroula Alatza, Constantinos Loupasakis, Zampela Pittaki-Chrysodonta, Charalampos Kontoes, Diofantos G. Hadjimitsis, Marios Tzouvaras
2024	J	`jnl`	Next day fire prediction via semantic segmentation. CoRR Konstantinos Alexis, Stella Girtsou, Alexis Apostolakis, Giorgos Giannopoulos, Charalampos Kontoes
2024	C	`conf`	PSI-Based Time Series Analysis Exploiting Copernicus SAR Images for Monitoring Kouris Dam in Cyprus. IGARSS Stavroula Alatza, Marios Tzouvaras, Constantinos Loupasakis, Kyriaki Fotiou, Charalampos Kontoes, Diofantos G. Hadjimitsis
2024	C	`conf`	Remote Sensing Techniques for Evaluating Landslide Susceptibility in Areas Affected by Floods. IGARSS Constantinos Nefros, Constantinos Loupasakis, Stavroula Alatza, Charalampos Kontoes
2024	C	`conf`	Semi-Supervised Deep Learning for Change Detection in Agricultural Fields Using Sentinel-2 Imagery. IGARSS Iason Tsardanidis, Charalampos Kontoes
2024	J	`jnl`	Surface Displacements Monitoring in Cyprus via InSAR and Field Investigation: The Case Studies of Pyrgos-Parekklisia and Pedoulas Villages. Remote. Sens. Stavroula Alatza, Constantinos Loupasakis, Alexis Apostolakis, Marios Tzouvaras, Kyriacos Themistocleous, Charalampos Kontoes, Chris Danezis, Diofantos G. Hadjimitsis
2024	C	`conf`	Towards Global Crop Maps with Transfer Learning. IGARSS Alkiviadis Koukos, Hyun-Woo Jo, Vasileios Sitokonstantinou, Ilias Tsoumas, Charalampos Kontoes, Woo-Kyun Lee
2024	C	`conf`	What do Long-Term Satellite Data Reveal about Forest Dynamics in the Paphos Forest? IGARSS Christos Theocharidis, Marinos Eliades, Ioannis Z. Gitas, Christiana Papoutsa, Charalampos Kontoes, Andreas Christofe, Chris Danezis, Diofantos G. Hadjimitsis
2024	C	`conf`	Wildfire Integrated Modeling Chain Development Over Heterogeneous Regions: the Medewsa Twin of Attica (Greece) and Ethiopia. IGARSS Nikolaos S. Bartsotas, Andrea Trucchia, Stella Girtsou, Alexis Apostolakis, Nicolò Perello, Themistocles Herekakis, Paolo Fiorucci, Lauro Rossi, Charalampos Kontoes
2023	J	`jnl`	A Data Driven Approach for Analyzing the Effect of Climate Change on Mosquito Abundance in Europe. Remote. Sens. Argyro Tsantalidou, George Arvanitakis, Aristeidis K. Georgoulias, Dimitris Akritidis, Prodromos Zanis, Diletta Fornasiero, Daniel Wohlgemuth, Charalampos Kontoes
2023	J	`jnl`	Causality and Explainability for Trustworthy Integrated Pest Management. CoRR Ilias Tsoumas, Vasileios Sitokonstantinou, Georgios Giannarakis, Evagelia Lampiri, Christos Athanassiou, Gustau Camps-Valls, Charalampos Kontoes, Ioannis Athanasiadis
2023	J	`jnl`	Earth Observation in the EMMENA Region: Scoping Review of Current Applications and Knowledge Gaps. Remote. Sens. 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, Kyriacos Themistocleous, Andreas Anayiotos, George Komodromos, Gunter Schreier, Charalampos Kontoes, Diofantos G. Hadjimitsis
2023	A*	`conf`	Evaluating Digital Agriculture Recommendations with Causal Inference. AAAI Ilias Tsoumas, Georgios Giannarakis, Vasileios Sitokonstantinou, Alkiviadis Koukos, Dimitra Loka, Nikolaos S. Bartsotas, Charalampos Kontoes, Ioannis Athanasiadis
2023	—	`conf`	Next Day Fire Prediction via Semantic Segmentation. PKDD/ECML Workshops (3) Konstantinos Alexis, Stella Girtsou, Alexis Apostolakis, Giorgos Giannopoulos, Charalampos Kontoes
2023	J	`jnl`	Persistent Scatterer Interferometry (PSI) Technique for the Identification and Monitoring of Critical Landslide Areas in a Regional and Mountainous Road Network. Remote. Sens. Constantinos Nefros, Stavroula Alatza, Constantinos Loupasakis, Charalampos Kontoes
2023	J	`jnl`	Understanding the impacts of crop diversification in the context of climate change: a machine learning approach. CoRR Georgios Giannarakis, Ilias Tsoumas, Stelios Neophytides, Christiana Papoutsa, Charalampos Kontoes, Diofantos G. Hadjimitsis
2022	—	`conf`	A Data Cube of Big Satellite Image Time-Series for Agriculture Monitoring. IVMSP Thanassis Drivas, Vasileios Sitokonstantinou, Iason Tsardanidis, Alkiviadis Koukos, Charalampos Kontoes, Vassilia Karathanassi
2022	J	`jnl`	A Data Cube of Big Satellite Image Time-Series for Agriculture Monitoring. CoRR Thanassis Drivas, Vasileios Sitokonstantinou, Iason Tsardanidis, Alkiviadis Koukos, Charalampos Kontoes, Vassilia Karathanassi
2022	J	`jnl`	Assessing the Added Value of Sentinel-1 PolSAR Data for Crop Classification. Remote. Sens. Maria Ioannidou, Alkiviadis Koukos, Vasileios Sitokonstantinou, Ioannis Papoutsis, Charalampos Kontoes
2022	—	`conf`	DataCAP: A Satellite Datacube and Crowdsourced Street-Level Images for the Monitoring of the Common Agricultural Policy. MMM (2) Vasileios Sitokonstantinou, Alkiviadis Koukos, Thanassis Drivas, Charalampos Kontoes, Vassilia Karathanassi
2022	J	`jnl`	Effect of Aerosol Vertical Distribution on the Modeling of Solar Radiation. Remote. Sens. Ilias Fountoulakis, Kyriakoula Papachristopoulou, Emmanouil Proestakis, Vassilis Amiridis, Charalampos Kontoes, Stelios Kazadzis
2022	J	`jnl`	Estimating Next Day's Forest Fire Risk via a Complete Machine Learning Methodology. Remote. Sens. Alexis Apostolakis, Stella Girtsou, Giorgos Giannopoulos, Nikolaos S. Bartsotas, Charalampos Kontoes
2022	J	`jnl`	Evaluating Digital Agriculture Recommendations with Causal Inference. CoRR Ilias Tsoumas, Georgios Giannarakis, Vasileios Sitokonstantinou, Alkiviadis Koukos, Dimitra Loka, Nikolaos S. Bartsotas, Charalampos Kontoes, Ioannis Athanasiadis
2022	J	`jnl`	Evaluating Digital Tools for Sustainable Agriculture using Causal Inference. CoRR Ilias Tsoumas, Georgios Giannarakis, Vasileios Sitokonstantinou, Alkiviadis Koukos, Dimitra Loka, Nikolaos S. Bartsotas, Charalampos Kontoes, Ioannis Athanasiadis
2022	J	`jnl`	Fuzzy clustering for the within-season estimation of cotton phenology. CoRR Vasileios Sitokonstantinou, Alkiviadis Koukos, Ilias Tsoumas, Nikolaos S. Bartsotas, Charalampos Kontoes, Vassilia Karathanassi
2022	J	`jnl`	Personalizing Sustainable Agriculture with Causal Machine Learning. CoRR Georgios Giannarakis, Vasileios Sitokonstantinou, Roxanne Suzette Lorilla, Charalampos Kontoes
2022	—	`conf`	Pest Presence Prediction Using Interpretable Machine Learning. IVMSP Ornela Nanushi, Vasileios Sitokonstantinou, Ilias Tsoumas, Charalampos Kontoes
2022	J	`jnl`	Pest presence prediction using interpretable machine learning. CoRR Ornela Nanushi, Vasileios Sitokonstantinou, Ilias Tsoumas, Charalampos Kontoes
2022	J	`jnl`	Towards Global Crop Maps with Transfer Learning. CoRR Hyun-Woo Jo, Alkiviadis Koukos, Vasileios Sitokonstantinou, Woo-Kyun Lee, Charalampos Kontoes
2022	—	`conf`	Towards Space-to-Ground Data Availability for Agriculture Monitoring. IVMSP George Choumos, Alkiviadis Koukos, Vasileios Sitokonstantinou, Charalampos Kontoes
2022	J	`jnl`	Towards Space-to-Ground Data Availability for Agriculture Monitoring. CoRR George Choumos, Alkiviadis Koukos, Vasileios Sitokonstantinou, Charalampos Kontoes
2022	—	`conf`	Towards assessing agricultural land suitability with causal machine learning. CVPR Workshops Georgios Giannarakis, Vasileios Sitokonstantinou, Roxanne Suzette Lorilla, Charalampos Kontoes
2022	J	`jnl`	Towards assessing agricultural land suitability with causal machine learning. CoRR Georgios Giannarakis, Vasileios Sitokonstantinou, Roxanne Suzette Lorilla, Charalampos Kontoes
2021	C	`conf`	A Machine Learning Methodology for Next Day Wildfire Prediction. IGARSS Stella Girtsou, Alexis Apostolakis, Giorgos Giannopoulos, Charalampos Kontoes
2021	J	`jnl`	A Scalable Machine Learning Pipeline for Paddy Rice Classification Using Multi-Temporal Sentinel Data. Remote. Sens. Vasileios Sitokonstantinou, Alkiviadis Koukos, Thanassis Drivas, Charalampos Kontoes, Ioannis Papoutsis, Vassilia Karathanassi
2021	J	`jnl`	Effects of Aerosols and Clouds on the Levels of Surface Solar Radiation and Solar Energy in Cyprus. Remote. Sens. 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, Diofantos G. Hadjimitsis, Charalampos Kontoes, Stelios Kazadzis
2021	—	`conf`	Implementation of a Random Forest Classifier to Examine Wildfire Predictive Modelling in Greece Using Diachronically Collected Fire Occurrence and Fire Mapping Data. MMM (2) Alexis Apostolakis, Stella Girtsou, Charalampos Kontoes, Ioannis Papoutsis, Michalis Tsoutsos
2021	J	`jnl`	MAMOTH: An Earth Observational Data-Driven Model for Mosquitoes Abundance Prediction. Remote. Sens. Argyro Tsantalidou, Elisavet Parselia, George Arvanitakis, Katerina Kyratzi, Sandra Gewehr, Athena Vakali, Charalampos Kontoes
2021	J	`jnl`	Semantically Enriched Crop Type Classification and Linked Earth Observation Data to Support the Common Agricultural Policy Monitoring. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Maria Rousi, Vasileios Sitokonstantinou, Georgios Meditskos, Ioannis Papoutsis, Ilias Gialampoukidis, Alkiviadis Koukos, Vassilia Karathanassi, Thanassis Drivas, Stefanos Vrochidis, Charalampos Kontoes, Ioannis Kompatsiaris
2021	C	`conf`	Semi-Supervised Phenology Estimation in Cotton Parcels with Sentinel-2 Time-Series. IGARSS Vasileios Sitokonstantinou, Alkiviadis Koukos, Charalampos Kontoes, Nikolaos S. Bartsotas, Vassilia Karathanassi
2020	J	`jnl`	InSAR Greece with Parallelized Persistent Scatterer Interferometry: A National Ground Motion Service for Big Copernicus Sentinel-1 Data. Remote. Sens. Ioannis Papoutsis, Charalampos Kontoes, Stavroula Alatza, Alexis Apostolakis, Constantinos Loupasakis
2020	J	`jnl`	Multi-Temporal InSAR Analysis for Monitoring Ground Deformation in Amorgos Island, Greece. Sensors Stavroula Alatza, Ioannis Papoutsis, Demitrios Paradissis, Charalampos Kontoes, Gerassimos A. Papadopoulos
2019	J	`jnl`	Satellite Earth Observation Data in Epidemiological Modeling of Malaria, Dengue and West Nile Virus: A Scoping Review. Remote. Sens. Elisavet Parselia, Charalampos Kontoes, Alexia Tsouni, Christos Hadjichristodoulou, Ioannis Kioutsioukis, Gkikas Magiorkinis, Nikolaos I. Stilianakis
2018	J	`jnl`	Earth-Observation-Based Estimation and Forecasting of Particulate Matter Impact on Solar Energy in Egypt. Remote. Sens. Panagiotis G. Kosmopoulos, Stelios Kazadzis, Hesham M. El-Askary, Michael Taylor, Antonis Gkikas, Emmanouil Proestakis, Charalampos Kontoes, Mohamed Mostafa El-Khayat
2018	J	`jnl`	Scalable Parcel-Based Crop Identification Scheme Using Sentinel-2 Data Time-Series for the Monitoring of the Common Agricultural Policy. Remote. Sens. Vasileios Sitokonstantinou, Ioannis Papoutsis, Charalampos Kontoes, Alberto Lafarga Arnal, Ana Pilar Armesto Andrés, José Angel Garraza Zurbano
2017	J	`jnl`	Multi-Stack Persistent Scatterer Interferometry Analysis in Wider Athens, Greece. Remote. Sens. Ioannis Papoutsis, Charalampos Kontoes, Demitrios Paradissis
2015	—	`conf`	Multi-temporal intensity and coherence analysis of SAR images for land cover change detection on the Island of Crete. SAR Elena Nikolaeva, Olga Sykioti, Panagiotis Elias, Charalampos Kontoes