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ORCIDGeorge C. Zalidis
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2020 – today
- 2024
[c13]Nikolaos L. Tsakiridis, Nikiforos Samarinas, Eleni Kalopesa, John B. Theocharis, George C. Zalidis:
Enhanced Soil Property Estimations from Earth Observation Data with Differential Evolution-Based Multi-Objective TSK Model. CEC 2024: 1-8- [c12]Nikiforos Samarinas, Nikolaos L. Tsakiridis, Eleni Kalopesa, George C. Zalidis:
Employing the Soil Data Cube and Digital Soil Mapping Techniques for National Topsoil Predictions of Soil Organic Carbon and Clay Content over the Lithuanian Grasslands. IGARSS 2024: 1585-1589 - [c11]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 - 2023
- [j21]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) - [j20]Theodora Angelopoulou, Sabine Chabrillat, Stefano Pignatti, Robert Milewski, Konstantinos Karyotis, Maximilian Brell, Thomas Ruhtz, Dionysis Bochtis, George C. Zalidis:
Evaluation of Airborne HySpex and Spaceborne PRISMA Hyperspectral Remote Sensing Data for Soil Organic Matter and Carbonates Estimation. Remote. Sens. 15(4): 1106 (2023) - [j19]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) - [j18]Nikiforos Samarinas, Nikolaos L. Tsakiridis, Stylianos Kokkas, Eleni Kalopesa, George C. Zalidis:
Soil Data Cube and Artificial Intelligence Techniques for Generating National-Scale Topsoil Thematic Maps: A Case Study in Lithuanian Croplands. Remote. Sens. 15(22): 5304 (2023) - [j17]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) - [j16]Eleni Kalopesa, Theodoros Gkrimpizis, Nikiforos Samarinas, Nikolaos L. Tsakiridis, George C. Zalidis:
Rapid Determination of Wine Grape Maturity Level from pH, Titratable Acidity, and Sugar Content Using Non-Destructive In Situ Infrared Spectroscopy and Multi-Head Attention Convolutional Neural Networks. Sensors 23(23): 9536 (2023) - [c10]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 - [c9]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 - [c8]Theodoros Tsatsoulis, Nikolaos L. Tsakiridis, Konstantinos Karyotis, George C. Zalidis:
Assessing Machine Learning Models for Soil Property Prediction Using Resampled Spectral Data: Implications for Hyperspectral Spaceborne Imaging. WHISPERS 2023: 1-6 - [c7]Theodoros Tsatsoulis, Nikolaos L. Tsakiridis, Konstantinos Karyotis, George C. Zalidis:
Transferability of Machine Learning Models for Soil Properties on Lucas Topsoil Spectral Libraries. WHISPERS 2023: 1-5 - 2021
- [j15]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) - [c6]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
- [j14]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) - [j13]Nikolaos L. Tsakiridis, Christos G. Chadoulos, John B. Theocharis, Eyal Ben-Dor, George C. Zalidis:
A three-level Multiple-Kernel Learning approach for soil spectral analysis. Neurocomputing 389: 27-41 (2020) - [j12]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
- [j11]Nikolaos L. Tsakiridis, John B. Theocharis, Panos Panagos, George C. Zalidis:
An evolutionary fuzzy rule-based system applied to the prediction of soil organic carbon from soil spectral libraries. Appl. Soft Comput. 81 (2019) - [j10]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) - 2018
- [j9]Ioannis Navrozidis, Thomas K. Alexandridis, Agathoklis Dimitrakos, Anastasia L. Lagopodi, Dimitrios Moshou, George C. Zalidis:
Identification of purple spot disease on asparagus crops across spatial and spectral scales. Comput. Electron. Agric. 148: 322-329 (2018) - [j8]Dimitrios Kasampalis, Thomas K. Alexandridis, Chetan Deva, Andrew J. Challinor, Dimitrios Moshou, Georgios Zalidis:
Contribution of Remote Sensing on Crop Models: A Review. J. Imaging 4(4): 52 (2018) - [c5]Nikolaos L. Tsakiridis, John B. Theocharis, George C. Zalidis:
An evolutionary fuzzy rule-based system applied to real-world Big Data - the GEO-CRADLE and LUCAS soil spectral libraries. FUZZ-IEEE 2018: 1-8 - 2017
- [j7]Nikolaos L. Tsakiridis, John B. Theocharis, George C. Zalidis:
DECO3RUM: A Differential Evolution learning approach for generating compact Mamdani fuzzy rule-based models. Expert Syst. Appl. 83: 257-272 (2017) - [c4]Nikolaos L. Tsakiridis, John B. Theocharis, George C. Zalidis:
A fuzzy rule-based system utilizing differential evolution with an application in vis-NIR soil spectroscopy. FUZZ-IEEE 2017: 1-7 - 2016
- [j6]Nikolaos L. Tsakiridis, John B. Theocharis, George C. Zalidis:
DECO3R: A Differential Evolution-based algorithm for generating compact Fuzzy Rule-based Classification Systems. Knowl. Based Syst. 105: 160-174 (2016) - [j5]Stelios K. Mylonas, Dimitris G. Stavrakoudis, John B. Theocharis, George C. Zalidis, Ioannis Z. Gitas:
A Local Search-Based GeneSIS algorithm for the Segmentation and Classification of Remote-Sensing Images. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 9(4): 1470-1492 (2016) - [c3]Nikolaos L. Tsakiridis, John B. Theocharis, Raúl Pérez, Antonio González, George C. Zalidis:
Extensions of the DECO3R algorithm for generating compact and cooperating Fuzzy Rule-based Classification Systems. FUZZ-IEEE 2016: 1429-1436 - [c2]Panagiotis Katsigiannis, Lazaros Misopolinos, Vasilis Liakopoulos, Thomas K. Alexandridis, George C. Zalidis:
An autonomous multi-sensor UAV system for reduced-input precision agriculture applications. MED 2016: 60-64 - 2015
- [c1]Nikolaos L. Tsakiridis, John B. Theocharis, George C. Zalidis:
DECO3R: Differential evolution based COoperative-COmpeting learning of COmpact fuzzy Rulebased classification systems. FUZZ-IEEE 2015: 1-8 - 2014
- [j4]Christos G. Karydas, Ioannis L. Sarakiotis, George C. Zalidis:
Multi-scale risk assessment of stream pollution by wastewater of olive oil mills in Kolymvari, Crete. Earth Sci. Informatics 7(1): 47-58 (2014) - 2011
- [j3]Dimitris G. Stavrakoudis, John B. Theocharis, George C. Zalidis:
A multistage genetic fuzzy classifier for land cover classification from satellite imagery. Soft Comput. 15(12): 2355-2374 (2011)
2000 – 2009
- 2009
- [j2]Thomas K. Alexandridis, Ines Cherif, Yann Chemin, George N. Silleos, Eleftherios Stavrinos, George C. Zalidis:
Integrated Methodology for Estimating Water Use in Mediterranean Agricultural Areas. Remote. Sens. 1(3): 445-465 (2009) - 2008
- [j1]Nikolaos E. Mitrakis, Charalampos A. Topaloglou, Thomas K. Alexandridis, John B. Theocharis, George C. Zalidis:
Decision Fusion of GA Self-Organizing Neuro-Fuzzy Multilayered Classifiers for Land Cover Classification Using Textural and Spectral Features. IEEE Trans. Geosci. Remote. Sens. 46(7): 2137-2152 (2008)
Coauthor Index
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