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전체선택

Transferability of Machine Learning Models for Soil Properties on Lucas Topsoil Spectral Libraries

회의자료

issue: 2023 13th Workshop on Hyperspectral Imaging and Signal Processing: Evolution in Remote Sensing (WHISPERS) Hyperspectral Imaging and Signal Processing: Evolution in Remote Sensing (WHISPERS), 2023 13th Workshop on. :1-5 Oct, 2023
Author: Tsatsoulis, Theodoros
Tsakiridis, Nikolaos L.
Karyotis, Konstantinos
Zalidis, George C.
DB Label: Database : IEEE Xplore Digital Library

원문보기: Full Text (IEEE)

Assessing Machine Learning Models for Soil Property Prediction Using Resampled Spectral Data: Implications for Hyperspectral Spaceborne Imaging

회의자료

issue: 2023 13th Workshop on Hyperspectral Imaging and Signal Processing: Evolution in Remote Sensing (WHISPERS) Hyperspectral Imaging and Signal Processing: Evolution in Remote Sensing (WHISPERS), 2023 13th Workshop on. :1-6 Oct, 2023
Author: Tsatsoulis, Theodoros
Tsakiridis, Nikolaos L.
Karyotis, Konstantinos
Zalidis, George C.
DB Label: Database : IEEE Xplore Digital Library

원문보기: Full Text (IEEE)

The Greek Soil Data Cube in Support of Generating Soil Related Analysis Ready Data

회의자료

issue: IGARSS 2023 - 2023 IEEE International Geoscience and Remote Sensing Symposium Geoscience and Remote Sensing Symposium, IGARSS 2023 - 2023 IEEE International. :5363-5366 Jul, 2023
Author: Kalopesa, Eleni
Tsakiridis, Nikolaos L.
Boletos, Giorgos
Tziolas, Nikolaos
Zalidis, George C.
DB Label: Database : IEEE Xplore Digital Library

원문보기: Full Text (IEEE)

Topsoil Organic Carbon Estimations in Greece Via Deep Learning and Open Earth Observation Data

회의자료

issue: IGARSS 2023 - 2023 IEEE International Geoscience and Remote Sensing Symposium Geoscience and Remote Sensing Symposium, IGARSS 2023 - 2023 IEEE International. :5297-5300 Jul, 2023
Author: Kokkas, Stylianos
Tsakiridis, Nikolaos L.
Tziolas, Nikolaos
Karyotis, Konstantinos
Samarinas, Nikiforos
Zalidis, George C.
DB Label: Database : IEEE Xplore Digital Library

원문보기: Full Text (IEEE)

Cropland Topsoil Properties Mapping by Applying a Machine Learning Algorithm to Open Access Copernicus Data

회의자료

issue: 2021 IEEE International Geoscience and Remote Sensing Symposium IGARSS Geoscience and Remote Sensing Symposium IGARSS , 2021 IEEE International. :484-487 Jul, 2021
Author: Tziolas, Nikolaos
Tsakiridis, Nikolaos
Zalidis, George
DB Label: Database : IEEE Xplore Digital Library

원문보기: Full Text (IEEE)

A Survey of Robotic Harvesting Systems and Enabling Technologies

보고서

issue: Journal of Intelligent & Robotic Systems volume 107, Article number: 21 (2023)
Author: Droukas, Leonidas
Doulgeri, Zoe
Tsakiridis, Nikolaos L.
Triantafyllou, Dimitra
Kleitsiotis, Ioannis
Mariolis, Ioannis
Giakoumis, Dimitrios
Tzovaras, Dimitrios
Kateris, Dimitrios
Bochtis, Dionysis
DB Label: Database : arXiv

원문보기: Open Access (Arxiv)

Soil organic carbon mapping utilizing convolutional neural networks and Earth observation data, a case study in Bavaria state Germany

학술저널

issue: In Geoderma April 2024 444
Author: Tziolas, Nikolaos
Tsakiridis, Nikolaos
Heiden, Uta
van Wesemael, Bas
DB Label: Database : ScienceDirect

원문보기: Full Text (ScienceDirect) Full Text (ScienceDirect O/A) 등재 - Web of Science (SCIE) 등재 - SCOPUS 조회 - Impact Factor (JCR)

A Multi-layered Convolutional Neural Network for Soil Variables Estimation with the Combination of Open Access Data

전자책

issue: Selected Studies in Geotechnics, Geo-informatics and Remote Sensing : Proceedings of the 3rd Conference of the Arabian Journal of Geosciences (CAJG-3). :129-135
Author: Karyotis, Konstantinos^Aff37
Tziolas, Nikolaos^Aff38
Tsakiridis, Nikolaos^Aff39
Chatzimisios, Periklis^Aff37
Kontoes, Charalambos^Aff40
Zalidis, George^Aff38
DB Label: Database : Springer Nature eBooks

원문보기

An evolutionary fuzzy rule-based system applied to real-world Big Data - the GEO-CRADLE and LUCAS soil spectral libraries

회의자료

issue: 2018 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE) Fuzzy Systems (FUZZ-IEEE), 2018 IEEE International Conference on. :1-8 Jul, 2018
Author: Tsakiridis, Nikolaos L.
Theocharis, John B.
Zalidis, George C.
DB Label: Database : IEEE Xplore Digital Library