Pubblicazioni

Early-Season Crop Mapping by PRISMA Images Using Machine/Deep Learning Approaches: Italy and Iran Test Cases

2024 - REMOTE SENSING

Mirzaei, Saham; Pascucci, Simone; Carfora, Maria Francesca; Casa, Raffaele; Rossi, Francesco; Santini, Federico; Palombo, Angelo; Laneve, Giovanni; Pignatti, Stefano

Integration of Remote Sensing, Ground Data and Meteo-Climatic Variables for Agricultural Drought Monitoring: First Results of a Data-Driven Approach

2024 - International Geoscience and Remote Sensing Symposium, IGARSS 2024

Bocchino, F.; Contu, R.; Ranaldi, L.; Denaro, A.; Rosatelli, L.; Zaccarini, C.; Tapete, D.; Ursi, A.; Virelli, M.; Sacco, P.; Belloni, V.; Ravanelli, R.; Crespi, M.

Comparing Machine Learning-Based Remote Sensing for Fuel Type Mapping: Case Studies in Portugal, And Greece

2024 - IGARSS 2024 - 2024 IEEE International Geoscience and Remote Sensing Symposium

Carbone, Andrea; Spiller, Dario; Laneve, Giovanni

Evaluating the contribution of Sentinel-2 view and illumination geometry to the accuracy of retrieving essential crop parameters

2023 - GISCIENCE & REMOTE SENSING

Kganyago, Mahlatse; Ovakoglou, Georgios; Mhangara, Paidamwoyo; Adjorlolo, Clement; Alexandridis, Thomas; Laneve, Giovanni; Suarez Beltran, Juan

A Principal Component Analysis Methodology of Oil Spill Detection and Monitoring Using Satellite Remote Sensing Sensors

2023 - REMOTE SENSING

Arslan, N.; Majidi Nezhad, M.; Heydari, A.; Astiaso Garcia, D.; Sylaios, G.

Landsat-7 ETM+, Landsat-8 OLI, and Sentinel-2 MSI Surface Reflectance Cross-Comparison and Harmonization over the Mediterranean Basin Area

2023 - REMOTE SENSING

Perez, Martina; Vitale, Marcello

Assessing the Environmental Performances of Nature-Based Solutions Implementation in Urban Environments through Visible and Near-Infrared Spectroscopy: A Combined Approach of Proximal and Remote Sensing for Monitoring and Evaluation

2023 - SUSTAINABILITY

Bonifazi, Giuseppe; Gasbarrone, Riccardo; Serranti, Silvia

Earth Observation Big Data Exploitation for Water Reservoirs Continuous Monitoring. The Potential of Sentinel-2 Data and HPC

2023 - The Use of Artificial Intelligence for Space Applications

Ravanelli, Roberta; Mazzucchelli, Paolo; Belloni, Valeria; Bocchino, Filippo; Morselli, Laura; Fiorino, Andrea; Gerace, Fabio; Crespi, Mattia

Improving the Accuracy of Landsat 8 Land Surface Temperature in Arid Regions by MODIS Water Vapor Imagery

2023 - ATMOSPHERE

Arabi Aliabad, Fahime; Zare, Mohammad; Reza Ghafarian Malamiri, Hamid; Ghaderpour, Ebrahim

Land Cover Mapping with Convolutional Neural Networks Using Sentinel-2 Images: Case Study of Rome

2023 - LAND

Cecili, G.; De Fioravante, P.; Dichicco, P.; Congedo, L.; Marchetti, M.; Munafo, M.

CLOUDTRAN: CLOUD REMOVAL FROM MULTITEMPORAL SATELLITE IMAGES USING AXIAL TRANSFORMER NETWORKS

2022 - International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences - ISPRS Archives

Christopoulos, D.; Ntouskos, V.; Karantzalos, K.

Testing Sentinel-2 spectral configurations for estimating relevant crop biophysical and biochemical parameters forÂ precision agriculture using tree-based and kernel-based algorithms

2022 - GEOCARTO INTERNATIONAL

Kganyago, Mahlatse; Adjorlolo, Clement; Sibanda, Mbulisi; Mhangara, Paidamwoyo; Laneve, Giovanni; Alexandridis, Thomas

A Cross-Correlation Phenology-Based Crop Fields Classification Using Sentinel-2 Time-Series

2022 - IGARSS 2022 - 2022 IEEE International Geoscience and Remote Sensing Symposium

Saquella, S.; Laneve, G.; Ferrari, A.

An open science and open data approach for the statistically robust estimation of forest disturbance areas

2022 - INTERNATIONAL JOURNAL OF APPLIED EARTH OBSERVATION AND GEOINFORMATION

Francini, S.; Mcroberts, R. E.; D'Amico, G.; Coops, N. C.; Hermosilla, T.; White, J. C.; Wulder, M. A.; Marchetti, M.; Mugnozza, G. S.; Chirici, G.

Unsupervised classification based approach for coastline extraction from Sentinel-2 imagery

2021 - 2021 International Workshop on Metrology for the Sea; Learning to Measure Sea Health Parameters (MetroSea)

Alcaras, E.; Amoroso, P. P.; Baiocchi, V.; Falchi, U.; Parente, C.

Sentinel-2 Remote Sensed Image Classification with Patchwise Trained ConvNets for Grassland Habitat Discrimination

2021 - REMOTE SENSING

Fazzini, P; De Felice Proia, G; Adamo, M; Blonda, P; Petracchini, F; Forte, L; Tarantino, C

Earth observation and biodiversity big data for forest habitat types classification and mapping

2021 - REMOTE SENSING

Agrillo, Emiliano; Filipponi, Federico; Pezzarossa, Alice; Casella, Laura; Smiraglia, Daniela; Orasi, Arianna; Attorre, Fabio; Taramelli, Andrea

Using optical satellite and aerial imagery for automatic coastline mapping

2020 - GEOGRAPHIA TECHNICA

Costantino, Domenica; Pepe, Massimiliano; Dardanelli, Gino; Baiocchi, Valerio

Influence of image pixel resolution on canopy cover estimation in poplar plantations from field, aerial and satellite optical imagery

2020 - ANNALS OF SILVICULTURAL RESEARCH

Chianucci, Francesco; Puletti, Nicola; Grotti, Mirko; Bisaglia, Carlo; Giannetti, Francesca; Romano, Elio; Brambilla, Massimo; Mattioli, Walter; Cabassi, Giovanni; Bajocco, Sofia; Li, Linyuan; Chirici, Gherardo; Corona, Piermaria; Tattoni, Clara

A surface soil moisture mapping service at national (Italian) scale based on Sentinel-1 data

2018 - ENVIRONMENTAL MODELLING & SOFTWARE

Pulvirenti, Luca; Squicciarino, Giuseppe; Cenci, Luca; Boni, Giorgio; Pierdicca, Nazzareno; Chini, Marco; Versace, Cosimo; Campanella, Paolo

Mapping and assessment of PM10 and O3 removal by woody vegetation at urban and regional level

2017 - REMOTE SENSING

Fusaro, Lina; Marando, Federica; Sebastiani, Alessandro; Capotorti, Giulia; Blasi, Carlo; Copiz, Riccardo; Congedo, Luca; MunafÃ², Michele; Ciancarella, Luisella; Manes, Fausto