Nikolaos Tziolas

According to our database, Nikolaos Tziolas authored at least 18 papers between 2019 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

SSL-SoilNet: A Hybrid Transformer-Based Framework With Self-Supervised Learning for Large-Scale Soil Organic Carbon Prediction.

Nafiseh Kakhani, Moien Rangzan, Ali Jamali, Sara Attarchi, Seyed Kazem Alavipanah, Michael Mommert, Nikolaos Tziolas, Thomas Scholten

IEEE Trans. Geosci. Remote. Sens., 2024

Digital Mapping of Soil Organic Carbon Using Drone Remote Sensing.

Sam Ottoy, Konstantinos Karyotis, Eleni Kalopesa, Koenraad Van Meerbeek, Joanna Nedelkou, Theodoros Gkrimpizis, Alain De Vocht, George C. Zalidis, Nikolaos Tziolas

Proceedings of the IGARSS 2024, 2024

Evaluation of EnMAP Imagery for Accurate Topsoil Estimation in Mediterranean Agricultural Regions.

Robert Milewski, Sabine Chabrillat, Nikolaos L. Tsakiridis, Nikolaos Tziolas, Thomas Schmid

Proceedings of the IGARSS 2024, 2024

Synergistic Use of Low-Cost Nir Scanner and Geospatial Covariates to Enhance Soil Organic Carbon Predictions Using Dual Input Deep Learning Techniques.

Ioannis Gallios, Nikolaos Tziolas

Proceedings of the IGARSS 2024, 2024

2023

In situ grape ripeness estimation via hyperspectral imaging and deep autoencoders.

Nikolaos L. Tsakiridis, Nikiforos Samarinas, Stylianos Kokkas, Eleni Kalopesa, Nikolaos Tziolas, George C. Zalidis

Comput. Electron. Agric., September, 2023

Synergistic Use of Earth Observation Driven Techniques to Support the Implementation of Water Framework Directive in Europe: A Review.

Nikiforos Samarinas, Marios G. Spiliotopoulos, Nikolaos Tziolas, Athanasios G. Loukas

Remote. Sens., April, 2023

On-Site Soil Monitoring Using Photonics-Based Sensors and Historical Soil Spectral Libraries.

Konstantinos Karyotis, Nikolaos L. Tsakiridis, Nikolaos Tziolas, Nikiforos Samarinas, Eleni Kalopesa, Periklis Chatzimisios, George C. Zalidis

Remote. Sens., March, 2023

Estimation of Sugar Content in Wine Grapes via In Situ VNIR-SWIR Point Spectroscopy Using Explainable Artificial Intelligence Techniques.

Eleni Kalopesa, Konstantinos Karyotis, Nikolaos Tziolas, Nikolaos L. Tsakiridis, Nikiforos Samarinas, George C. Zalidis

Sensors, February, 2023

Simulation of Spectral Disturbance Effects for Improvement of Soil Property Estimation.

Robert Milewski, Asmaa Abdelbaki, Sabine Chabrillat, Nikolaos Tziolas, Bas van Wesemael, Stéphane Jacquemoud

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

Topsoil Organic Carbon Estimations in Greece Via Deep Learning and Open Earth Observation Data.

Stylianos Kokkas, Nikolaos L. Tsakiridis, Nikolaos Tziolas, Konstantinos Karyotis, Nikiforos Samarinas, George C. Zalidis

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

The Greek Soil Data Cube in Support of Generating Soil Related Analysis Ready Data.

Eleni Kalopesa, Nikolaos L. Tsakiridis, Giorgos Boletos, Nikolaos Tziolas, George C. Zalidis

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

Monitoring Soil Properties Using EnMAP Spaceborne Imaging Spectroscopy Mission.

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

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

2022

Assessment of soil quality indicators using novel Earth observation technologies and computational intelligence methodologies

Nikolaos Tziolas

PhD thesis, 2022

2021

Earth Observation Data-Driven Cropland Soil Monitoring: A Review.

Nikolaos Tziolas, Nikolaos L. Tsakiridis, Sabine Chabrillat, José Alexandre Melo Demattê, Eyal Ben-Dor, Asa Gholizadeh, George C. Zalidis, Bas van Wesemael

Remote. Sens., 2021

Cropland Topsoil Properties Mapping by Applying a Machine Learning Algorithm to Open Access Copernicus Data.

Nikolaos Tziolas, Nikolaos L. Tsakiridis, George C. Zalidis

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

2020

Employing a Multi-Input Deep Convolutional Neural Network to Derive Soil Clay Content from a Synergy of Multi-Temporal Optical and Radar Imagery Data.

Nikolaos Tziolas, Nikolaos L. Tsakiridis, Eyal Ben-Dor, John B. Theocharis, George C. Zalidis

Remote. Sens., 2020

Improved Estimations of Nitrate and Sediment Concentrations Based on SWAT Simulations and Annual Updated Land Cover Products from a Deep Learning Classification Algorithm.

Nikiforos Samarinas, Nikolaos Tziolas, George C. Zalidis

ISPRS Int. J. Geo Inf., 2020

2019

Remote Sensing Techniques for Soil Organic Carbon Estimation: A Review.

Theodora Angelopoulou, Nikolaos Tziolas, Athanasios Balafoutis, George C. Zalidis, Dionysis Bochtis

Remote. Sens., 2019