Local-Scale Fuel-Type Mapping and Fire Behavior Prediction by Employing High-Resolution Satellite Imagery. - Giorgos Mallinis; Ioannis D. Mitsopoulos; Alexandros Dimitrakopoulos; Ioannis Z. Gitas; Michael Karteris (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2008)

SVM-Based Fuzzy Decision Trees for Classification of High Spatial Resolution Remote Sensing Images. - Serafeim P. Moustakidis; Giorgos Mallinis; Nikos Koutsias; John B. Theocharis; Vassilios Petridis (IEEE Trans. Geosci. Remote. Sens., 2012)

Canopy Fuel Load Mapping of Mediterranean Pine Sites Based on Individual Tree-Crown Delineation. - Giorgos Mallinis; Ioannis D. Mitsopoulos; Panagiota Stournara; Petros Patias; Alexandros Dimitrakopoulos (Remote. Sens., 2013)

A Comparative Analysis of EO-1 Hyperion, Quickbird and Landsat TM Imagery for Fuel Type Mapping of a Typical Mediterranean Landscape. - Giorgos Mallinis; Georgia N. Galidaki; Ioannis Z. Gitas (Remote. Sens., 2014)

A Hidden Markov Models Approach for Crop Classification: Linking Crop Phenology to Time Series of Multi-Sensor Remote Sensing Data. - Sofia Siachalou; Giorgos Mallinis; Maria Tsakiri-Strati (Remote. Sens., 2015)

Hybrid Soft Computing Analytics of Cardiorespiratory Morbidity and Mortality Risk Due to Air Pollution. - Vardis-Dimitris Anezakis; Lazaros S. Iliadis; Konstantinos Demertzis; Georgios Mallinis (ISCRAM-med, 2017)

Hybrid Unsupervised Modeling of Air Pollution Impact to Cardiovascular and Respiratory Diseases. - Lazaros S. Iliadis; Vardis-Dimitris Anezakis; Konstantinos Demertzis; Georgios Mallinis (Int. J. Inf. Syst. Crisis Response Manag., 2017)

Analysis of Time-Series Spectral Index Data to Enhance Crop Identification Over a Mediterranean Rural Landscape. - Sofia Siachalou; Giorgos Mallinis; Maria Tsakiri-Strati (IEEE Geosci. Remote. Sens. Lett., 2017)

Soft computing forecasting of cardiovascular and respiratory incidents based on climate change scenarios. - Vardis-Dimitris Anezakis; Georgios Mallinis; Lazaros S. Iliadis; Konstantinos Demertzis (EAIS, 2018)

On the Use of Unmanned Aerial Systems for Environmental Monitoring. - Salvatore Manfreda; Matthew F. McCabe; Pauline E. Miller; Richard M. Lucas; Victor Pajuelo Madrigal; Giorgos Mallinis; Eyal Ben-Dor; David Helman; Lyndon D. Estes; Giuseppe Ciraolo; Jana Müllerová; Flavia Tauro; et al. (Remote. Sens., 2018)

Assessment of Radiometric Resolution Impact on Remote Sensing Data Classification Accuracy. - Natalia Verde; Giorgos Mallinis; Maria Tsakiri-Strati; Charalampos Georgiadis; Petros Patias (Remote. Sens., 2018)

Evaluation of single-date and multi-seasonal spatial and spectral information of Sentinel-2 imagery to assess growing stock volume of a Mediterranean forest. - Irene Chrysafis; Giorgos Mallinis; Maria Tsakiri-Strati; Petros Patias (Int. J. Appl. Earth Obs. Geoinformation, 2019)

Editorial of Special Issue "Remote Sensing for Land Cover/Land Use Mapping at Local and Regional Scales". - Giorgos Mallinis; Charalampos Georgiadis (Remote. Sens., 2019)

Retrieval of Leaf Area Index Using Sentinel-2 Imagery in a Mixed Mediterranean Forest Area. - Irene Chrysafis; Georgios Korakis; Apostolos P. Kyriazopoulos; Giorgos Mallinis (ISPRS Int. J. Geo Inf., 2020)

A Random Forest Modelling Procedure for a Multi-Sensor Assessment of Tree Species Diversity. - Giorgos Mallinis; Irene Chrysafis; Georgios Korakis; Eleanna Pana; Apostolos P. Kyriazopoulos (Remote. Sens., 2020)

National Scale Land Cover Classification for Ecosystem Services Mapping and Assessment, Using Multitemporal Copernicus EO Data and Google Earth Engine. - Natalia Verde; Ioannis P. Kokkoris; Charalampos Georgiadis; Dimitris Kaimaris; Panayotis Dimopoulos; Ioannis D. Mitsopoulos; Giorgos Mallinis (Remote. Sens., 2020)

A Cloud-Based Mapping Approach Using Deep Learning and Very-High Spatial Resolution Earth Observation Data to Facilitate the SDG 11.7.1 Indicator Computation. - Natalia Verde; Petros Patias; Giorgos Mallinis (Remote. Sens., 2022)

Vegetation Fuel Mapping at Regional Scale Using Sentinel-1, Sentinel-2, and DEM Derivatives - The Case of the Region of East Macedonia and Thrace, Greece. - Irene Chrysafis; Christos Damianidis; Vasileios Giannakopoulos; Ioannis D. Mitsopoulos; Ioannis M. Dokas; Giorgos Mallinis (Remote. Sens., 2023)

Agricultural Land Cover Mapping through Two Deep Learning Models in the Framework of EU's CAP Activities Using Sentinel-2 Multitemporal Imagery. - Eleni Papadopoulou; Giorgos Mallinis; Sofia Siachalou; Nikos Koutsias; Athanasios C. Thanopoulos; Georgios Tsaklidis (Remote. Sens., 2023)

Continuous burned area monitoring using bi-temporal spectral index time series analysis. - Vangelis Fotakidis; Irene Chrysafis; Giorgos Mallinis; Nikos Koutsias (Int. J. Appl. Earth Obs. Geoinformation, 2023)

A national scale web mapping platform for mainstreaming ecosystem services in Greece. - Giorgos Mallinis; Sevasti Chalkidou; Themistoklis Roustanis; Ioannis P. Kokkoris; Irene Chrysafis; Ion Anastasios Karolos; Dimitra Vagiona; Alexandra Kavvadia; Panayotis Dimopoulos; Ioannis D. Mitsopoulos (Ecol. Informatics, 2023)

EL-BIOS Data Cube: National-Scale Biodiversity Monitoring in Greece Through EO Indicators. - Vangelis Fotakidis; Konstantinos Panayiotou; Eleni Fitoka; Themistoklis Roustanis; Irene Chrysafis; Petros Patias; Harris Georgiadis; Vasilis Botzorlos; Giorgos Mallinis (IGARSS, 2024)

Mountain Green Cover Index Calculation at a National Scale Using Weak and Sparse Data. - Natalia Verde; Petros Patias; Giorgos Mallinis (IGARSS, 2024)

The EL-BIOS Earth Observation Data Cube for Supporting Biodiversity Monitoring in Greece. - Vangelis Fotakidis; Themistoklis Roustanis; Konstantinos Panayiotou; Irene Chrysafis; Eleni Fitoka; Giorgos Mallinis (Remote. Sens., 2024)