Charalampos Kontoes

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 39

Top Topics

Data Availability

Causal Inference

Machine Learning

Top Venues

Publications

Stavroula Alatza, Constantinos Loupasakis, Alexis Apostolakis, Marios Tzouvaras, Kyriacos Themistocleous, Charalampos Kontoes, Chris Danezis, Diofantos G. Hadjimitsis
Surface Displacements Monitoring in Cyprus via InSAR and Field Investigation: The Case Studies of Pyrgos-Parekklisia and Pedoulas Villages. Remote. Sens. 16 (6) (2024)
Iason Tsardanidis, Alkiviadis Koukos, Vasileios Sitokonstantinou, Thanassis Drivas, Charalampos Kontoes
Cloud gap-filling with deep learning for improved grassland monitoring. CoRR (2024)
Konstantinos Alexis, Stella Girtsou, Alexis Apostolakis, Giorgos Giannopoulos, Charalampos Kontoes
Next day fire prediction via semantic segmentation. CoRR (2024)
Constantinos Nefros, Stavroula Alatza, Constantinos Loupasakis, Charalampos Kontoes
Persistent Scatterer Interferometry (PSI) Technique for the Identification and Monitoring of Critical Landslide Areas in a Regional and Mountainous Road Network. Remote. Sens. 15 (6) (2023)
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
Earth Observation in the EMMENA Region: Scoping Review of Current Applications and Knowledge Gaps. Remote. Sens. 15 (17) (2023)
Georgios Giannarakis, Ilias Tsoumas, Stelios Neophytides, Christiana Papoutsa, Charalampos Kontoes, Diofantos G. Hadjimitsis
Understanding the impacts of crop diversification in the context of climate change: a machine learning approach. CoRR (2023)
Ilias Tsoumas, Vasileios Sitokonstantinou, Georgios Giannarakis, Evagelia Lampiri, Christos Athanassiou, Gustau Camps-Valls, Charalampos Kontoes, Ioannis Athanasiadis
Causality and Explainability for Trustworthy Integrated Pest Management. CoRR (2023)
Argyro Tsantalidou, George Arvanitakis, Aristeidis K. Georgoulias, Dimitris Akritidis, Prodromos Zanis, Diletta Fornasiero, Daniel Wohlgemuth, Charalampos Kontoes
A Data Driven Approach for Analyzing the Effect of Climate Change on Mosquito Abundance in Europe. Remote. Sens. 15 (24) (2023)
Ilias Tsoumas, Georgios Giannarakis, Vasileios Sitokonstantinou, Alkiviadis Koukos, Dimitra Loka, Nikolaos S. Bartsotas, Charalampos Kontoes, Ioannis Athanasiadis
Evaluating Digital Agriculture Recommendations with Causal Inference. AAAI (2023)
Georgios Giannarakis, Vasileios Sitokonstantinou, Roxanne Suzette Lorilla, Charalampos Kontoes
Towards assessing agricultural land suitability with causal machine learning. CVPR Workshops (2022)
Thanassis Drivas, Vasileios Sitokonstantinou, Iason Tsardanidis, Alkiviadis Koukos, Charalampos Kontoes, Vassilia Karathanassi
A Data Cube of Big Satellite Image Time-Series for Agriculture Monitoring. IVMSP (2022)
Thanassis Drivas, Vasileios Sitokonstantinou, Iason Tsardanidis, Alkiviadis Koukos, Charalampos Kontoes, Vassilia Karathanassi
A Data Cube of Big Satellite Image Time-Series for Agriculture Monitoring. CoRR (2022)
Alexis Apostolakis, Stella Girtsou, Giorgos Giannopoulos, Nikolaos S. Bartsotas, Charalampos Kontoes
Estimating Next Day's Forest Fire Risk via a Complete Machine Learning Methodology. Remote. Sens. 14 (5) (2022)
Ilias Tsoumas, Georgios Giannarakis, Vasileios Sitokonstantinou, Alkiviadis Koukos, Dimitra Loka, Nikolaos S. Bartsotas, Charalampos Kontoes, Ioannis Athanasiadis
Evaluating Digital Tools for Sustainable Agriculture using Causal Inference. CoRR (2022)
Ornela Nanushi, Vasileios Sitokonstantinou, Ilias Tsoumas, Charalampos Kontoes
Pest Presence Prediction Using Interpretable Machine Learning. IVMSP (2022)
Vasileios Sitokonstantinou, Alkiviadis Koukos, Ilias Tsoumas, Nikolaos S. Bartsotas, Charalampos Kontoes, Vassilia Karathanassi
Fuzzy clustering for the within-season estimation of cotton phenology. CoRR (2022)
Ilias Fountoulakis, Kyriakoula Papachristopoulou, Emmanouil Proestakis, Vassilis Amiridis, Charalampos Kontoes, Stelios Kazadzis
Effect of Aerosol Vertical Distribution on the Modeling of Solar Radiation. Remote. Sens. 14 (5) (2022)
Hyun-Woo Jo, Alkiviadis Koukos, Vasileios Sitokonstantinou, Woo-Kyun Lee, Charalampos Kontoes
Towards Global Crop Maps with Transfer Learning. CoRR (2022)
Ornela Nanushi, Vasileios Sitokonstantinou, Ilias Tsoumas, Charalampos Kontoes
Pest presence prediction using interpretable machine learning. CoRR (2022)
Georgios Giannarakis, Vasileios Sitokonstantinou, Roxanne Suzette Lorilla, Charalampos Kontoes
Towards assessing agricultural land suitability with causal machine learning. CoRR (2022)
George Choumos, Alkiviadis Koukos, Vasileios Sitokonstantinou, Charalampos Kontoes
Towards Space-to-Ground Data Availability for Agriculture Monitoring. CoRR (2022)
Ilias Tsoumas, Georgios Giannarakis, Vasileios Sitokonstantinou, Alkiviadis Koukos, Dimitra Loka, Nikolaos S. Bartsotas, Charalampos Kontoes, Ioannis Athanasiadis
Evaluating Digital Agriculture Recommendations with Causal Inference. CoRR (2022)
George Choumos, Alkiviadis Koukos, Vasileios Sitokonstantinou, Charalampos Kontoes
Towards Space-to-Ground Data Availability for Agriculture Monitoring. IVMSP (2022)
Maria Ioannidou, Alkiviadis Koukos, Vasileios Sitokonstantinou, Ioannis Papoutsis, Charalampos Kontoes
Assessing the Added Value of Sentinel-1 PolSAR Data for Crop Classification. Remote. Sens. 14 (22) (2022)
Georgios Giannarakis, Vasileios Sitokonstantinou, Roxanne Suzette Lorilla, Charalampos Kontoes
Personalizing Sustainable Agriculture with Causal Machine Learning. CoRR (2022)
Vasileios Sitokonstantinou, Alkiviadis Koukos, Thanassis Drivas, Charalampos Kontoes, Vassilia Karathanassi
DataCAP: A Satellite Datacube and Crowdsourced Street-Level Images for the Monitoring of the Common Agricultural Policy. MMM (2) (2022)
Stella Girtsou, Alexis Apostolakis, Giorgos Giannopoulos, Charalampos Kontoes
A Machine Learning Methodology for Next Day Wildfire Prediction. IGARSS (2021)
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
Effects of Aerosols and Clouds on the Levels of Surface Solar Radiation and Solar Energy in Cyprus. Remote. Sens. 13 (12) (2021)
Maria Rousi, Vasileios Sitokonstantinou, Georgios Meditskos, Ioannis Papoutsis, Ilias Gialampoukidis, Alkiviadis Koukos, Vassilia Karathanassi, Thanassis Drivas, Stefanos Vrochidis, Charalampos Kontoes, Ioannis Kompatsiaris
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. 14 (2021)
Vasileios Sitokonstantinou, Alkiviadis Koukos, Charalampos Kontoes, Nikolaos S. Bartsotas, Vassilia Karathanassi
Semi-Supervised Phenology Estimation in Cotton Parcels with Sentinel-2 Time-Series. IGARSS (2021)
Argyro Tsantalidou, Elisavet Parselia, George Arvanitakis, Katerina Kyratzi, Sandra Gewehr, Athena Vakali, Charalampos Kontoes
MAMOTH: An Earth Observational Data-Driven Model for Mosquitoes Abundance Prediction. Remote. Sens. 13 (13) (2021)
Vasileios Sitokonstantinou, Alkiviadis Koukos, Thanassis Drivas, Charalampos Kontoes, Ioannis Papoutsis, Vassilia Karathanassi
A Scalable Machine Learning Pipeline for Paddy Rice Classification Using Multi-Temporal Sentinel Data. Remote. Sens. 13 (9) (2021)
Alexis Apostolakis, Stella Girtsou, Charalampos Kontoes, Ioannis Papoutsis, Michalis Tsoutsos
Implementation of a Random Forest Classifier to Examine Wildfire Predictive Modelling in Greece Using Diachronically Collected Fire Occurrence and Fire Mapping Data. MMM (2) (2021)
Stavroula Alatza, Ioannis Papoutsis, Demitrios Paradissis, Charalampos Kontoes, Gerassimos A. Papadopoulos
Multi-Temporal InSAR Analysis for Monitoring Ground Deformation in Amorgos Island, Greece. Sensors 20 (2) (2020)
Ioannis Papoutsis, Charalampos Kontoes, Stavroula Alatza, Alexis Apostolakis, Constantinos Loupasakis
InSAR Greece with Parallelized Persistent Scatterer Interferometry: A National Ground Motion Service for Big Copernicus Sentinel-1 Data. Remote. Sens. 12 (19) (2020)
Elisavet Parselia, Charalampos Kontoes, Alexia Tsouni, Christos Hadjichristodoulou, Ioannis Kioutsioukis, Gkikas Magiorkinis, Nikolaos I. Stilianakis
Satellite Earth Observation Data in Epidemiological Modeling of Malaria, Dengue and West Nile Virus: A Scoping Review. Remote. Sens. 11 (16) (2019)
Panagiotis G. Kosmopoulos, Stelios Kazadzis, Hesham M. El-Askary, Michael Taylor, Antonis Gkikas, Emmanouil Proestakis, Charalampos Kontoes, Mohamed Mostafa El-Khayat
Earth-Observation-Based Estimation and Forecasting of Particulate Matter Impact on Solar Energy in Egypt. Remote. Sens. 10 (12) (2018)
Vasileios Sitokonstantinou, Ioannis Papoutsis, Charalampos Kontoes, Alberto Lafarga Arnal, Ana Pilar Armesto Andrés, José Angel Garraza Zurbano
Scalable Parcel-Based Crop Identification Scheme Using Sentinel-2 Data Time-Series for the Monitoring of the Common Agricultural Policy. Remote. Sens. 10 (6) (2018)
Ioannis Papoutsis, Charalampos Kontoes, Demitrios Paradissis
Multi-Stack Persistent Scatterer Interferometry Analysis in Wider Athens, Greece. Remote. Sens. 9 (3) (2017)
Elena Nikolaeva, Olga Sykioti, Panagiotis Elias, Charalampos Kontoes
Multi-temporal intensity and coherence analysis of SAR images for land cover change detection on the Island of Crete. SAR (2015)