Nikiforos Samarinas

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 9

Top Topics

Classification Algorithm

Earth Observation

Top Venues

Comput. Electron. Agric.

Publications

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)
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) (2023)
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)
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 (2023)
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) (2023)
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) (2023)
Nikiforos Samarinas, Marios 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) (2023)
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) (2023)
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) (2020)