Unsupervised rapid flood map** using Sentinel-1 GRD SAR images

D Amitrano, G Di Martino, A Iodice… - … on Geoscience and …, 2018 - ieeexplore.ieee.org
We present a new methodology for rapid flood map** exploiting Sentinel-1 synthetic
aperture radar data. In particular, we propose the usage of ground range detected (GRD) …

Earth environmental monitoring using multi-temporal synthetic aperture radar: A critical review of selected applications

D Amitrano, G Di Martino, R Guida, P Iervolino… - Remote Sensing, 2021 - mdpi.com
Microwave remote sensing has widely demonstrated its potential in the continuous
monitoring of our rapidly changing planet. This review provides an overview of state-of-the …

Urban area map** using multitemporal SAR images in combination with self-organizing map clustering and object-based image analysis

D Amitrano, G Di Martino, A Iodice, D Riccio, G Ruello - Remote Sensing, 2022 - mdpi.com
Map** urban areas from space is a complex task involving the definition of what should be
considered as part of an urban agglomerate beyond the built-up features, thus modelling the …

Semantic unsupervised change detection of natural land cover with multitemporal object-based analysis on SAR images

D Amitrano, R Guida, P Iervolino - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
Change detection is one of the most addressed topics in the remote sensing community.
When performed on synthetic aperture radar images, the most critical issues are as follows …

Multitemporal SAR-to-Optical Image Translation Using Pix2Pix with Application to Vegetation Monitoring

D Amitrano - IEEE Access, 2024 - ieeexplore.ieee.org
Information representation enhancement in synthetic aperture radar images is highly
debated in remote sensing literature. In the past, the most credited solutions were based on …

Multitemporal SAR RGB processing for Sentinel-1 GRD products: Methodology and applications

D Amitrano, R Guida, G Ruello - IEEE Journal of Selected …, 2019 - ieeexplore.ieee.org
The Sentinel-1 mission has finally reached its maturity with the launch of the second
Sentinel radar. Among the products delivered by the agency, the ground range detected …

Feature extraction from multitemporal SAR images using selforganizing map clustering and object-based image analysis

D Amitrano, F Cecinati, G Di Martino… - IEEE Journal of …, 2018 - ieeexplore.ieee.org
We introduce a new architecture for feature extraction from multitemporal synthetic aperture
radar (SAR) data. Its the purpose is to combine classic SAR processing and geographical …

Small reservoirs extraction in semiarid regions using multitemporal synthetic aperture radar images

D Amitrano, G Di Martino, A Iodice… - IEEE Journal of …, 2017 - ieeexplore.ieee.org
In this paper, we introduce a novel framework for small reservoirs extraction in semiarid
environment. The task is accomplished through the introduction of a pseudoprobability index …

RGB SAR products: Methods and applications

D Amitrano, G Di Martino, A Iodice… - European Journal of …, 2016 - Taylor & Francis
In this paper, we introduce a new framework for the RGB representation of SAR data. The
purpose is to lower the expertise required to manage data, providing intermediate products …

Water resource monitoring in semi-arid environment through the synergic use of SAR data and hydrological models

D Amitrano, G Di Martino, A Iodice… - Remote Sensing for …, 2016 - spiedigitallibrary.org
In semi-arid regions, small reservoirs are widely employed for facing seasonal in water
availability due to the alternation of a short rainy season and of a very long dry season …