Search Results - "Mastro, Pietro"

Change Detection Techniques with Synthetic Aperture Radar Images: Experiments with Random Forests and Sentinel-1 Observations by Mastro, Pietro, Masiello, Guido, Serio, Carmine, Pepe, Antonio

“…This work aims to clarify the potential of incoherent and coherent change detection (CD) approaches for detecting and monitoring ground surface changes using…”
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The Multiple Aperture SAR Interferometry (MAI) Technique for the Detection of Large Ground Displacement Dynamics: An Overview by Mastro, Pietro, Serio, Carmine, Masiello, Guido, Pepe, Antonio

“…This work presents an overview of the multiple aperture synthetic aperture radar interferometric (MAI) technique, which is primarily used to measure the…”
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Statistical characterization and exploitation of Synthetic Aperture radar vegetation indexes for the generation of Leaf area Index time series by Mastro, Pietro, Peppo, Margherita De, Crema, Alberto, Boschetti, Mirco, Pepe, Antonio

“…•LAI time series.•Critical analysis of SAR vegetation indices' PDFs and Gaussian transformation.•A refined MOGP method using different SAR indices and…”
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Characterization of the Observational Covariance Matrix of Hyper-Spectral Infrared Satellite Sensors Directly from Measured Earth Views by Serio, Carmine, Masiello, Guido, Mastro, Pietro, Tobin, David C

“…The observational covariance matrix, whose diagonal square root is currently named radiometric noise, is one of the most important elements to characterize a…”
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Combined IASI-NG and MWS Observations for the Retrieval of Cloud Liquid and Ice Water Path: A Deep Learning Artificial Intelligence Approach by Mastro, Pietro, Masiello, Guido, Serio, Carmine, Cimini, Domenico, Ricciardelli, Elisabetta, Paola, Francesco Di, Hultberg, Tim, August, Thomas, Romano, Filomena

“…A neural network (NN) approach is proposed to combine future infrared (IASI-NG) and microwave (MWS) observations to retrieve cloud liquid and ice water path…”
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Integrated Analysis of the Combined Risk of Ground Subsidence, Sea Level Rise, and Natural Hazards in Coastal and Delta River Regions by Zhao, Qing, Pan, Jiayi, Devlin, Adam, Xu, Qing, Tang, Maochuan, Li, Zhengjie, Zamparelli, Virginia, Falabella, Francesco, Mastro, Pietro, Pepe, Antonio

“…Non-climate-related anthropogenic processes and frequently encountered natural hazards exacerbate the risk in coastal zones and megacities and amplify local…”
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Analysis of Groundwater Depletion/Inflation and Freeze–Thaw Cycles in the Northern Urumqi Region with the SBAS Technique and an Adjusted Network of Interferograms by Wang, Baohang, Zhang, Qin, Pepe, Antonio, Mastro, Pietro, Zhao, Chaoying, Lu, Zhong, Zhu, Wu, Yang, Chengsheng, Zhang, Jing

“…This work investigated the large-scale ground deformations threatening the Northern Urumqi district, China, which are connected to groundwater exploitation and…”
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Innovative remote sensing methodologies and applications in coastal and marine environments by Zhao, Qing, Pepe, Antonio, Zamparelli, Virginia, Mastro, Pietro, Falabella, Francesco, Abdikan, Saygin, Bayik, Caglar, Balik Sanli, Fusun, Ustuner, Mustafa, Avşar, Nevin Betul, Wang, Jingjing, Chen, Peng, Li, Zhengjie, Devlin, Adam T., Calò, Fabiana

“…Remote sensing (RS) technologies are extensively exploited by scientists and a vast audience of local authorities, urban managers, and city planners. Coastal…”
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An Adaptive, Statistical Multiscale Phase Unwrapping Approach to Process Large Swath Interferograms by Mastro, Pietro, Pepe, Antonio, Jones, Cathleen E.

“…This study investigates the potential of a statistical-based, adaptive approach to unwrapping sequences of differential synthetic aperture radar (SAR)…”
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Adaptive Multilooking of Multitemporal Differential SAR Interferometric Data Stack Using Directional Statistics by Pepe, Antonio, Mastro, Pietro, Jones, Cathleen E.

“…In this article, we present an innovative space-time adaptive multilooking technique that operates on a sequence of multitemporal, differential synthetic…”
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A Feedforward Neural Network approach for the detection of optically thin cirrus from IASI-NG by Ricciardelli, Elisabetta, Di Paola, Francesco, Cimini, Domenico, Larosa, Salvatore, Mastro, Pietro, Masiello, Guido, Serio, Carmine, Hultberg, Tim, August, Thomas, Romano, Filomena

“…The identification of optically thin cirrus is crucial for their accurate parameterization in climate and Earth's system models. This study exploits the…”
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Generation of long-term InSAR ground displacement time-series through a novel multi-sensor data merging technique: The case study of the Shanghai coastal area by Zhao, Qing, Ma, Guanyu, Wang, Qiang, Yang, Tianliang, Liu, Min, Gao, Wei, Falabella, Francesco, Mastro, Pietro, Pepe, Antonio

“…Ground deformation is one of the most significant challenges faced by many coastal mega-cities, with major societal and economic impacts. In this context, the…”
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Recent advancements in multi-temporal methods applied to new generation SAR systems and applications in South America by Euillades, Pablo, Euillades, Leonardo, Pepe, Antonio, Mastro, Pietro, Falabella, Francesco, Imperatore, Pasquale, Tang, Yixian, Rosell, Patricia

“…Detection and continuous monitoring of Earth's ground surface changes, triggered by natural phenomena or induced by human activities, is nowadays possible…”
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Risk Analysis of Coastal Areas: An Ai-Based Perspective Using Sar Data by Mastro, Pietro, Pepe, Antonio

“…In this work, a Change Detection (CD) analysis was conducted based on the assessment of ground deformation (subsidence) in the Venice Lagoon over recent years…”
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Novel Nanomaterials Synthesis by Laser-Liquid-Solid Interaction by Singh, Jogender, Poondi, D., Dobbins, T., Pietro, M. Mastro

“…A novel laser-liquid-solid interaction (LLSI) technique has been developed that is highly flexible and allows engineering nanomaterials in form of particles,…”
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The Triplet Network Enhanced Spectral Diversity (T-NESD) Method for the Correction of TOPS Data Co-registration Errors for Non-Stationary Scenes by Mastro, Pietro, Pepe, Antonio

“…In this work, a novel approach for the correction of misregistration errors in sequences of Terrain Observation with Progressive Scan (TOPS) Sentinel-1 SAR…”
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Use of Sar Based Regressors for Leaf Area Index (Lai) Spatial/Temporal Filling: a Machine Learning (Ml)-Based Outlook by Mastro, Pietro, Boschetti, Mirco, De Peppo, Margherita, Pepe, Antonio

“…This study investigates the efficacy of incoherent and coherent SAR descriptors for filling spatial and temporal gaps in optical-driven Leaf Area Index (LAI)…”
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Synthetic Aperture Radar Burst Overlapped Interferometry (BOI) and Multiple Aperture Interferometry (MAI) for the Analysis of Large Ground Instabilities: Experiments in Mining and Volcanic Sites by Pepe, Antonio, Mastro, Pietro, Falabella, Francesco, Calo, Fabiana

“…This study briefly overviews the methodologies employed for generating ground displacement time series of areas subject to severe phenomena, emphasizing the…”
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On the use of directional statistics for the adaptive spatial multi-looking of sequences of differential SAR interferograms by Pepe, Antonio, Mastro, Pietro

“…In this work, a new method for the noise filtering and the adaptive multi-looking of a sequence of multi-temporal differential SAR interferograms, which relies…”
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An Adaptive Statistical Multi-grid DInSAR Technique for Studying Multi-scale Earth Surface Deformation Phenomena by Mastro, Pietro, Falabella, Francesco, Pepe, Antonio

“…In this study, we show the potential of an adaptive quad-tree-based decomposition method applied to Differential Synthetic Aperture Radar (DInSAR) data…”
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