Nikolaos Tziolas

Publication Activity (10 Years)

Years Active: 2019-2023
Publications (10 Years): 13

Top Topics

Earth Observation

Hyperspectral Imaging

Top Venues

Comput. Electron. Agric.

Publications

Stylianos Kokkas, Nikolaos L. Tsakiridis, Nikolaos Tziolas, Konstantinos Karyotis, Nikiforos Samarinas, George C. Zalidis
Topsoil Organic Carbon Estimations in Greece Via Deep Learning and Open Earth Observation Data. IGARSS (2023)
Nikolaos L. Tsakiridis, Nikiforos Samarinas, Stylianos Kokkas, Eleni Kalopesa, Nikolaos Tziolas, George C. Zalidis
In situ grape ripeness estimation via hyperspectral imaging and deep autoencoders. Comput. Electron. Agric. 212 (2023)
Sabine Chabrillat, Robert Milewski, Kathrin J. Ward, Saskia Foerster, Stéphane Guillaso, Christopher Loy, Eyal Ben-Dor, Nikolaos Tziolas, Thomas Schmid, Bas van Wesemael, José Alexandre Melo Demattê
Monitoring Soil Properties Using EnMAP Spaceborne Imaging Spectroscopy Mission. IGARSS (2023)
Eleni Kalopesa, Konstantinos Karyotis, Nikolaos Tziolas, Nikolaos L. Tsakiridis, Nikiforos Samarinas, George C. Zalidis
Estimation of Sugar Content in Wine Grapes via In Situ VNIR-SWIR Point Spectroscopy Using Explainable Artificial Intelligence Techniques. Sensors 23 (3) (2023)
Eleni Kalopesa, Nikolaos L. Tsakiridis, Giorgos Boletos, Nikolaos Tziolas, George C. Zalidis
The Greek Soil Data Cube in Support of Generating Soil Related Analysis Ready Data. IGARSS (2023)
Nikiforos Samarinas, Marios Spiliotopoulos, Nikolaos Tziolas, Athanasios G. Loukas
Synergistic Use of Earth Observation Driven Techniques to Support the Implementation of Water Framework Directive in Europe: A Review. Remote. Sens. 15 (8) (2023)
Robert Milewski, Asmaa Abdelbaki, Sabine Chabrillat, Nikolaos Tziolas, Bas van Wesemael, Stéphane Jacquemoud
Simulation of Spectral Disturbance Effects for Improvement of Soil Property Estimation. IGARSS (2023)
Konstantinos Karyotis, Nikolaos L. Tsakiridis, Nikolaos Tziolas, Nikiforos Samarinas, Eleni Kalopesa, Periklis Chatzimisios, George C. Zalidis
On-Site Soil Monitoring Using Photonics-Based Sensors and Historical Soil Spectral Libraries. Remote. Sens. 15 (6) (2023)
Nikolaos Tziolas, Nikolaos L. Tsakiridis, Sabine Chabrillat, José Alexandre Melo Demattê, Eyal Ben-Dor, Asa Gholizadeh, George C. Zalidis, Bas van Wesemael
Earth Observation Data-Driven Cropland Soil Monitoring: A Review. Remote. Sens. 13 (21) (2021)
Nikolaos Tziolas, Nikolaos L. Tsakiridis, George C. Zalidis
Cropland Topsoil Properties Mapping by Applying a Machine Learning Algorithm to Open Access Copernicus Data. IGARSS (2021)
Nikiforos Samarinas, Nikolaos Tziolas, George C. Zalidis
Improved Estimations of Nitrate and Sediment Concentrations Based on SWAT Simulations and Annual Updated Land Cover Products from a Deep Learning Classification Algorithm. ISPRS Int. J. Geo Inf. 9 (10) (2020)
Nikolaos Tziolas, Nikolaos L. Tsakiridis, Eyal Ben-Dor, John B. Theocharis, George C. Zalidis
Employing a Multi-Input Deep Convolutional Neural Network to Derive Soil Clay Content from a Synergy of Multi-Temporal Optical and Radar Imagery Data. Remote. Sens. 12 (9) (2020)
Theodora Angelopoulou, Nikolaos Tziolas, Athanasios Balafoutis, George C. Zalidis, Dionysis Bochtis
Remote Sensing Techniques for Soil Organic Carbon Estimation: A Review. Remote. Sens. 11 (6) (2019)