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ORCIDNikiforos Samarinas
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Journal Articles
- 2023
[j7]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)- [j6]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) - [j5]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) - [j4]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) - [j3]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) - [j2]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) - 2020
- [j1]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)
Conference and Workshop Papers
- 2024
- [c3]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 - [c2]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 - 2023
- [c1]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
Coauthor Index
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