Nikolaos Tziolas

19 papers C 8Journal 10
YearRankTypeTitle / Venue / Authors
2025 J jnl
Soil organic carbon estimation using spaceborne hyperspectral composites on a large scale.
Int. J. Appl. Earth Obs. Geoinformation
Xiangyu Zhao, Zhitong Xiong, Paul Karlshöfer, Nikolaos Tziolas, Martin Wiesmeier, Uta Heiden, Xiao Xiang Zhu
2024 C conf
Digital Mapping of Soil Organic Carbon Using Drone Remote Sensing.
IGARSS
Sam Ottoy, Konstantinos Karyotis, Eleni Kalopesa, Koenraad Van Meerbeek, Joanna Nedelkou, Theodoros Gkrimpizis, Alain De Vocht, George C. Zalidis, Nikolaos Tziolas
2024 C conf
Evaluation of EnMAP Imagery for Accurate Topsoil Estimation in Mediterranean Agricultural Regions.
IGARSS
Robert Milewski, Sabine Chabrillat, Nikolaos L. Tsakiridis, Nikolaos Tziolas, Thomas Schmid
2024 J jnl
SSL-SoilNet: A Hybrid Transformer-Based Framework With Self-Supervised Learning for Large-Scale Soil Organic Carbon Prediction.
IEEE Trans. Geosci. Remote. Sens.
Nafiseh Kakhani, Moien Rangzan, Ali Jamali, Sara Attarchi, Seyed Kazem Alavipanah, Michael Mommert, Nikolaos Tziolas, Thomas Scholten
2024 C conf
Synergistic Use of Low-Cost Nir Scanner and Geospatial Covariates to Enhance Soil Organic Carbon Predictions Using Dual Input Deep Learning Techniques.
IGARSS
Ioannis Gallios, Nikolaos Tziolas
2023 J jnl
Estimation of Sugar Content in Wine Grapes via In Situ VNIR-SWIR Point Spectroscopy Using Explainable Artificial Intelligence Techniques.
Sensors
Eleni Kalopesa, Konstantinos Karyotis, Nikolaos Tziolas, Nikolaos L. Tsakiridis, Nikiforos Samarinas, George C. Zalidis
2023 J jnl
In situ grape ripeness estimation via hyperspectral imaging and deep autoencoders.
Comput. Electron. Agric.
Nikolaos L. Tsakiridis, Nikiforos Samarinas, Stylianos Kokkas, Eleni Kalopesa, Nikolaos Tziolas, George C. Zalidis
2023 C conf
Monitoring Soil Properties Using EnMAP Spaceborne Imaging Spectroscopy Mission.
IGARSS
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
2023 J jnl
On-Site Soil Monitoring Using Photonics-Based Sensors and Historical Soil Spectral Libraries.
Remote. Sens.
Konstantinos Karyotis, Nikolaos L. Tsakiridis, Nikolaos Tziolas, Nikiforos Samarinas, Eleni Kalopesa, Periklis Chatzimisios, George C. Zalidis
2023 C conf
Simulation of Spectral Disturbance Effects for Improvement of Soil Property Estimation.
IGARSS
Robert Milewski, Asmaa Abdelbaki, Sabine Chabrillat, Nikolaos Tziolas, Bas van Wesemael, Stéphane Jacquemoud
2023 J jnl
Synergistic Use of Earth Observation Driven Techniques to Support the Implementation of Water Framework Directive in Europe: A Review.
Remote. Sens.
Nikiforos Samarinas, Marios G. Spiliotopoulos, Nikolaos Tziolas, Athanasios G. Loukas
2023 C conf
The Greek Soil Data Cube in Support of Generating Soil Related Analysis Ready Data.
IGARSS
Eleni Kalopesa, Nikolaos L. Tsakiridis, Giorgos Boletos, Nikolaos Tziolas, George C. Zalidis
2023 C conf
Topsoil Organic Carbon Estimations in Greece Via Deep Learning and Open Earth Observation Data.
IGARSS
Stylianos Kokkas, Nikolaos L. Tsakiridis, Nikolaos Tziolas, Konstantinos Karyotis, Nikiforos Samarinas, George C. Zalidis
2022 — —
Assessment of soil quality indicators using novel Earth observation technologies and computational intelligence methodologies
Nikolaos Tziolas
2021 C conf
Cropland Topsoil Properties Mapping by Applying a Machine Learning Algorithm to Open Access Copernicus Data.
IGARSS
Nikolaos Tziolas, Nikolaos L. Tsakiridis, George C. Zalidis
2021 J jnl
Earth Observation Data-Driven Cropland Soil Monitoring: A Review.
Remote. Sens.
Nikolaos Tziolas, Nikolaos L. Tsakiridis, Sabine Chabrillat, José Alexandre Melo Demattê, Eyal Ben-Dor, Asa Gholizadeh, George C. Zalidis, Bas van Wesemael
2020 J jnl
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.
Nikolaos Tziolas, Nikolaos L. Tsakiridis, Eyal Ben-Dor, John B. Theocharis, George C. Zalidis
2020 J jnl
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.
Nikiforos Samarinas, Nikolaos Tziolas, George C. Zalidis
2019 J jnl
Remote Sensing Techniques for Soil Organic Carbon Estimation: A Review.
Remote. Sens.
Theodora Angelopoulou, Nikolaos Tziolas, Athanasios Balafoutis, George C. Zalidis, Dionysis Bochtis