| Remote sensing techniques for soil organic carbon estimation: A review T Angelopoulou, N Tziolas, A Balafoutis, G Zalidis, D Bochtis Remote Sensing 11 (6), 676, 2019 | 276 | 2019 |
| An integrated methodology using open soil spectral libraries and Earth Observation data for soil organic carbon estimations in support of soil-related SDGs N Tziolas, N Tsakiridis, Y Ogen, E Kalopesa, E Ben-Dor, J Theocharis, ... Remote Sensing of Environment 244, 111793, 2020 | 59 | 2020 |
| A memory-based learning approach utilizing combined spectral sources and geographical proximity for improved VIS-NIR-SWIR soil properties estimation N Tziolas, N Tsakiridis, E Ben-Dor, J Theocharis, G Zalidis Geoderma 340, 11-24, 2019 | 54 | 2019 |
| Employing a multi-input deep convolutional neural network to derive soil clay content from a synergy of multi-temporal optical and radar imagery data N Tziolas, N Tsakiridis, E Ben-Dor, J Theocharis, G Zalidis Remote Sensing 12 (9), 1389, 2020 | 50 | 2020 |
| A genetic algorithm‐based stacking algorithm for predicting soil organic matter from vis–NIR spectral data NL Tsakiridis, NV Tziolas, JB Theocharis, GC Zalidis European Journal of Soil Science 70 (3), 578-590, 2019 | 43 | 2019 |
| Earth observation data-driven cropland soil monitoring: A review N Tziolas, N Tsakiridis, S Chabrillat, JAM Demattê, E Ben-Dor, ... Remote Sensing 13 (21), 4439, 2021 | 39 | 2021 |
| Estimation of sugar content in wine grapes via in situ VNIR–SWIR point spectroscopy using explainable artificial intelligence techniques E Kalopesa, K Karyotis, N Tziolas, N Tsakiridis, N Samarinas, G Zalidis Sensors 23 (3), 1065, 2023 | 22 | 2023 |
| Evaluation of a micro-electro mechanical systems spectral sensor for soil properties estimation K Karyotis, T Angelopoulou, N Tziolas, E Palaiologou, N Samarinas, ... Land 10 (1), 63, 2021 | 17 | 2021 |
| Synergistic use of earth observation driven techniques to support the implementation of water framework directive in europe: a review N Samarinas, M Spiliotopoulos, N Tziolas, A Loukas Remote Sensing 15 (8), 1983, 2023 | 13 | 2023 |
| Remote sensing techniques for soil organic carbon estimation: a review. Remote Sens. 11, 676 T Angelopoulou, N Tziolas, A Balafoutis, G Zalidis, D Bochtis | 12 | 2019 |
| Effects of flight and smoothing parameters on the detection of taxus and olive trees with UAV-borne imagery S Ottoy, N Tziolas, K Van Meerbeek, I Aravidis, S Tilkin, M Sismanis, ... Drones 6 (8), 197, 2022 | 10 | 2022 |
| In situ grape ripeness estimation via hyperspectral imaging and deep autoencoders NL Tsakiridis, N Samarinas, S Kokkas, E Kalopesa, NV Tziolas, ... Computers and Electronics in Agriculture 212, 108098, 2023 | 9 | 2023 |
| Predicting soil properties for sustainable agriculture using vis-NIR spectroscopy: a case study in northern Greece NL Tsakiridis, N Tziolas, A Dimitrakos, G Galanis, E Ntonou, A Tsirika, ... Fifth international conference on remote sensing and geoinformation of the …, 2017 | 8 | 2017 |
| Improved estimations of nitrate and sediment concentrations based on SWAT simulations and annual updated land cover products from a deep learning classification algorithm N Samarinas, N Tziolas, G Zalidis ISPRS International Journal of Geo-Information 9 (10), 576, 2020 | 7 | 2020 |
| Estimation of water-infiltration rate in Mediterranean sandy soils using airborne hyperspectral sensors N Francos, S Chabrillat, N Tziolas, R Milewski, M Brell, N Samarinas, ... Catena 233, 107476, 2023 | 5 | 2023 |
| On-site soil monitoring using photonics-based sensors and historical soil spectral libraries K Karyotis, NL Tsakiridis, N Tziolas, N Samarinas, E Kalopesa, ... Remote Sensing 15 (6), 1624, 2023 | 5 | 2023 |
| Remote sensing of the Earth's soil color in space and time R Rizzo, AMJC Wadoux, JAM Demattê, B Minasny, V Barrón, E Ben-Dor, ... Remote Sensing of Environment 299, 113845, 2023 | 4 | 2023 |
| Rapid assessment of anthocyanins content of onion waste through visible-near-short-wave and mid-infrared spectroscopy combined with machine learning techniques N Tziolas, SA Ordoudi, A Tavlaridis, K Karyotis, G Zalidis, I Mourtzinos Sustainability 13 (12), 6588, 2021 | 4 | 2021 |
| The Greek Soil Data Cube in Support of Generating Soil Related Analysis Ready Data E Kalopesa, NL Tsakiridis, G Boletos, N Tziolas, GC Zalidis IGARSS 2023-2023 IEEE International Geoscience and Remote Sensing Symposium …, 2023 | 3 | 2023 |
| A Spectral Transfer Function to Harmonize Existing Soil Spectral Libraries Generated by Different Protocols N Francos, D Heller-Pearlshtien, JAM Demattê, B Van Wesemael, ... Applied and Environmental Soil Science 2023 (1), 4155390, 2023 | 3 | 2023 |
