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2020 – today
- 2024
[j9]Nafiseh Kakhani
, Moien Rangzan, Ali Jamali, Sara Attarchi, Seyed Kazem Alavipanah, Michael Mommert, Nikolaos Tziolas, Thomas Scholten:
SSL-SoilNet: A Hybrid Transformer-Based Framework With Self-Supervised Learning for Large-Scale Soil Organic Carbon Prediction. IEEE Trans. Geosci. Remote. Sens. 62: 1-15 (2024)- [c8]Robert Milewski, Sabine Chabrillat, Nikolaos L. Tsakiridis, Nikolaos Tziolas, Thomas Schmid:
Evaluation of EnMAP Imagery for Accurate Topsoil Estimation in Mediterranean Agricultural Regions. IGARSS 2024: 1599-1602 - [c7]Sam Ottoy, Konstantinos Karyotis, Eleni Kalopesa, Koenraad Van Meerbeek, Joanna Nedelkou, Theodoros Gkrimpizis, Alain De Vocht, George C. Zalidis, Nikolaos Tziolas:
Digital Mapping of Soil Organic Carbon Using Drone Remote Sensing. IGARSS 2024: 1603-1606 - [c6]Ioannis Gallios, Nikolaos Tziolas:
Synergistic Use of Low-Cost Nir Scanner and Geospatial Covariates to Enhance Soil Organic Carbon Predictions Using Dual Input Deep Learning Techniques. IGARSS 2024: 1610-1613 - 2023
- [j8]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: 108098 (2023) - [j7]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): 1624 (2023) - [j6]Nikiforos Samarinas, Marios G. 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): 1983 (2023) - [j5]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): 1065 (2023) - [c5]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: 1130-1133 - [c4]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: 1257-1260 - [c3]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: 5297-5300 - [c2]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: 5363-5366 - 2022
- [b1]Nikolaos Tziolas:
Assessment of soil quality indicators using novel Earth observation technologies and computational intelligence methodologies. Aristotle University Of Thessaloniki, Greece, 2022 - 2021
- [j4]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): 4439 (2021) - [c1]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: 484-487 - 2020
- [j3]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): 576 (2020) - [j2]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): 1389 (2020)
2010 – 2019
- 2019
- [j1]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): 676 (2019)
Coauthor Index
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