| Neural networks and support vector machine algorithms for automatic cloud classification of whole-sky ground-based images A Taravat, F Del Frate, C Cornaro, S Vergari IEEE Geoscience and remote sensing letters 12 (3), 666-670, 2014 | 172 | 2014 |
| Multilayer Perceptron Neural Networks Model for Meteosat Second Generation SEVIRI Daytime Cloud Masking A Taravat, S Proud, S Peronaci, F Del Frate, N Oppelt Remote Sensing 7 (2), 1529-1539, 2015 | 83 | 2015 |
| Effects of urban sprawl on local climate: A case study, north central Iran I Emadodin, A Taravat, M Rajaei Urban Climate 17, 230-247, 2016 | 63 | 2016 |
| Automatic Grassland Cutting Status Detection in the Context of Spatiotemporal Sentinel-1 Imagery Analysis and Artificial Neural Networks A Taravat, MP Wagner, N Oppelt Remote Sensing 11 (6), 711, 2019 | 54 | 2019 |
| Development of band ratioing algorithms and neural networks to detection of oil spills using Landsat ETM+ data A Taravat, F Del Frate EURASIP Journal on Advances in Signal Processing 2012 (1), 1-8, 2012 | 51 | 2012 |
| Advanced Fully Convolutional Networks for Agricultural Field Boundary Detection A Taravat, MP Wagner, R Bonifacio, D Petit Remote Sensing 13 (4), 722, 2021 | 47 | 2021 |
| Fully automatic dark-spot detection from SAR imagery with the combination of nonadaptive weibull multiplicative model and pulse-coupled neural networks A Taravat, D Latini, F Del Frate IEEE Transactions on Geoscience and Remote Sensing 52 (5), 2427-2435, 2013 | 45 | 2013 |
| A Spaceborne Multisensory, Multitemporal Approach to Monitor Water Level and Storage Variations of Lakes A Taravat, M Rajaei, I Emadodin, H Hasheminejad, R Mousavian, ... Water 8 (11), 478, 2016 | 43 | 2016 |
| Urbanization dynamics of Tehran city (1975–2015) using artificial neural networks A Taravat, M Rajaei, I Emadodin Journal of Maps 13 (1), 24-30, 2017 | 32 | 2017 |
| Remote Sensing Data Assimilation in Dynamic Crop Models Using Particle Swarm Optimization MP Wagner, T Slawig, A Taravat, N Oppelt ISPRS International Journal of Geo-Information 9 (2), 105, 2020 | 29 | 2020 |
| Adaptive Weibull Multiplicative Model and Multilayer Perceptron Neural Networks for Dark-Spot Detection from SAR Imagery A Taravat, N Oppelt Sensors 14 (12), 22798-22810, 2014 | 20 | 2014 |
| Solar radiation forecast using neural networks for the prediction of grid connected PV plants energy production (DSP Project) C Cornaro, F Bucci, M Pierro, F Del Frate, S Peronaci, A Taravat Proceedings of 28th European Photovoltaic Solar Energy Conference and …, 2013 | 17 | 2013 |
| Twenty-four hour solar irradiance forecast based on neural networks and numerical weather prediction C Cornaro, F Bucci, M Pierro, F Del Frate, S Peronaci, A Taravat Journal of Solar Energy Engineering 137 (3), 031011, 2015 | 15 | 2015 |
| Weibull Multiplicative Model and machine learning models for full-automatic dark-spot detection from SAR images A Taravat, F Del Frate The International Archives of the Photogrammetry, Remote Sensing and Spatial …, 2013 | 15 | 2013 |
| Effect of gas flaring on environmental variables in developing countries S Pourhassan, A Taravat International Journal of Business and Management 2 (1), 101-106, 2014 | 14 | 2014 |
| Comparative Analysis of Machine Learning Algorithms for Soil Erosion Modelling Based on Remotely Sensed Data D Fernández, E Adermann, M Pizzolato, R Pechenkin, CG Rodríguez, ... Remote Sensing 15 (2), 482, 2023 | 13 | 2023 |
| Solutions for the commercialization challenges of Horizon Europe and earth observation consortia: co-creation, innovation, decision-making, tech-transfer, and sustainability … LF Lages, N Catarino, E Gomes, P Toh, C Reis-Marques, M Mohr, ... Electronic Commerce Research 23 (3), 1621-1663, 2023 | 11 | 2023 |
| NNetEn2D: Two-Dimensional Neural Network Entropy in Remote Sensing Imagery and Geophysical Mapping A Velichko, MP Wagner, A Taravat, B Hobbs, A Ord Remote Sensing 14 (9), 2166, 2022 | 8 | 2022 |
| Entropy Approximation by Machine Learning Regression: Application for Irregularity Evaluation of Images in Remote Sensing A Velichko, M Belyaev, MP Wagner, A Taravat Remote Sensing 14 (23), 5983, 2022 | 8 | 2022 |
| The combination of band ratioing techniques and neural networks algorithms for MSG SEVIRI and Landsat ETM+ cloud masking A Taravat, S Peronaci, M Sist, F Del Frate, N Oppelt 2015 IEEE International Geoscience and Remote Sensing Symposium (IGARSS …, 2015 | 7 | 2015 |