Development of band ratioing algorithms and neural networks to detection of oil spills using Landsat ETM+ data. - Alireza Taravat; Fabio Del Frate (EURASIP J. Adv. Signal Process., 2012)

A novel multi-band SAR data technique for fully automatic oil spill detection in the ocean. - Fabio Del Frate; Daniele Latini; Alireza Taravat; Cathleen E. Jones (SAR, 2013)

Adaptive Weibull Multiplicative Model and Multilayer Perceptron Neural Networks for Dark-Spot Detection from SAR Imagery. - Alireza Taravat; Natascha Oppelt (Sensors, 2014)

Fully Automatic Dark-Spot Detection From SAR Imagery With the Combination of Nonadaptive Weibull Multiplicative Model and Pulse-Coupled Neural Networks. - Alireza Taravat; Daniele Latini; Fabio Del Frate (IEEE Trans. Geosci. Remote. Sens., 2014)

The combination of band ratioing techniques and neural networks algorithms for MSG SEVIRI and Landsat ETM+ cloud masking. - Alireza Taravat; Simone Peronaci; Massimiliano Sist; Fabio Del Frate; Natascha Oppelt (IGARSS, 2015)

Neural Networks and Support Vector Machine Algorithms for Automatic Cloud Classification of Whole-Sky Ground-Based Images. - Alireza Taravat; Fabio Del Frate; Cristina Cornaro; Stefania Vergari (IEEE Geosci. Remote. Sens. Lett., 2015)

Multilayer Perceptron Neural Networks Model for Meteosat Second Generation SEVIRI Daytime Cloud Masking. - Alireza Taravat; Simon Richard Proud; Simone Peronaci; Fabio Del Frate; Natascha Oppelt (Remote. Sens., 2015)

Automatic Grassland Cutting Status Detection in the Context of Spatiotemporal Sentinel-1 Imagery Analysis and Artificial Neural Networks. - Alireza Taravat; Matthias P. Wagner; Natascha Oppelt (Remote. Sens., 2019)

Remote Sensing Data Assimilation in Dynamic Crop Models Using Particle Swarm Optimization. - Matthias P. Wagner; Thomas Slawig; Alireza Taravat; Natascha Oppelt (ISPRS Int. J. Geo Inf., 2020)

Forest Canopy Mapping Using Synthetic Aperture Radar by Means of Pulse Coupled Neural Networks. - Alireza Taravat; Iraj Emadodin (IGARSS, 2021)

Sentinel-2 Based Service for Identify and Map Wildfire Events. - Alireza Taravat; Helena Los (IGARSS, 2021)

Advanced Fully Convolutional Networks for Agricultural Field Boundary Detection. - Alireza Taravat; Matthias P. Wagner; Rogerio Bonifaçio; David Petit (Remote. Sens., 2021)

Two-Dimensional Neural Network Entropy for Remote Sensing Image Analysis. - Andrei Velichko; Matthias P. Wagner; Alireza Taravat (IGARSS, 2022)

NNetEn2D: Two-Dimensional Neural Network Entropy in Remote Sensing Imagery and Geophysical Mapping. - Andrei Velichko; Matthias P. Wagner; Alireza Taravat; Bruce Hobbs; Alison Ord (Remote. Sens., 2022)

Entropy Approximation by Machine Learning Regression: Application for Irregularity Evaluation of Images in Remote Sensing. - Andrei Velichko; Maksim Belyaev; Matthias P. Wagner; Alireza Taravat (Remote. Sens., 2022)

Comparative Analysis of Machine Learning Algorithms for Soil Erosion Modelling Based on Remotely Sensed Data. - Daniel Fernández; Eromanga Adermann; Marco Pizzolato; Roman Pechenkin; Christina G. Rodríguez; Alireza Taravat (Remote. Sens., 2023)

Solutions for the commercialization challenges of Horizon Europe and earth observation consortia: co-creation, innovation, decision-making, tech-transfer, and sustainability actions. - Luis Filipe Lages; Nuno Catarino; Emanuel Gomes; Péter Tóh; Carlos Reis-Marques; Mario Mohr; Sebastian Max Borde; Omid Asgari; Ronnie Figueiredo; Nuno Grosso; David Perez; Ana Ponte; et al. (Electron. Commer. Res., 2023)

Advancing Forest Canopy Measurement: Deep Learning Approaches with Sentinel-2 Data. - Alireza Taravat; Daniel Pascual (IGARSS, 2024)

Machine Learning Algorithms in Grassland Monitoring: Utilizing Multi-Temporal Sentinel-1 SAR and Weather Data. - Alireza Taravat; Paolo Cosmo Silvestro; Maria P. González-Dugo; Mariapina Castelli; Robert Hinz; David Petit (IGARSS, 2024)

Automatic Bomb Crater Detection and Localization Based on Historical Aerial Imagery. - Matthias P. Wagner; Marcel König; Alireza Taravat (IGARSS, 2024)