Andrea Nascetti

Orcid: 0000-0001-9692-8636

According to our database1, Andrea Nascetti authored at least 36 papers between 2010 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

Legend:

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PhD thesis 
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Links

On csauthors.net:

Bibliography

2024
Assessing Sentinel-2, Sentinel-1, and ALOS-2 PALSAR-2 Data for Large-Scale Wildfire-Burned Area Mapping: Insights from the 2017-2019 Canada Wildfires.
Remote. Sens., February, 2024

Unsupervised flood detection on SAR time series using variational autoencoder.
Int. J. Appl. Earth Obs. Geoinformation, February, 2024

Post Flooding Scenario Analysis: Case Study of Cyclone IDAI in Mozambique.
Proceedings of the IGARSS 2024, 2024

Multi-Temporal Sentinel-1 SAR Images For Dark Vessel Detection And Classification Using a Circlenet Model.
Proceedings of the IGARSS 2024, 2024

2023
Semi-Supervised Urban Change Detection Using Multi-Modal Sentinel-1 SAR and Sentinel-2 MSI Data.
Remote. Sens., November, 2023

Land Use and Land Cover Mapping with VHR and Multi-Temporal Sentinel-2 Imagery.
Remote. Sens., 2023

Multi-Temporal Sentinel-1 SAR and Sentinel-2 MSI Data for Flood Mapping and Damage Assessment in Mozambique.
ISPRS Int. J. Geo Inf., 2023

BioMassters: A Benchmark Dataset for Forest Biomass Estimation using Multi-modal Satellite Time-series.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Investigating Imbalances Between SAR and Optical Utilization for Multi-Modal Urban Mapping.
Proceedings of the Joint Urban Remote Sensing Event, 2023

Context-Aware Change Detection with Semi-Supervised Learning.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

A CNN Regression Model to Estimate Buildings Height Maps Using Sentinel-1 SAR and Sentinel-2 MSI Time Series.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

2022
Sentinel-1 and Sentinel-2 Data Fusion for Urban Change Detection Using a Dual Stream U-Net.
IEEE Geosci. Remote. Sens. Lett., 2022

Unsupervised Flood Detection on SAR Time Series.
CoRR, 2022

Building Change Detection using Multi-Temporal Airborne LiDAR Data.
CoRR, 2022

Attentive Dual Stream Siamese U-Net for Flood Detection on Multi-Temporal Sentinel-1 Data.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

An Open Source Ransac-Based Plug-In for Unsupervised Building Roof Extraction from LiDAR Point Clouds.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

Urban Change Detection Using a Dual-Task Siamese Network and Semi-Supervised Learning.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

2021
Uni-Temporal Multispectral Imagery for Burned Area Mapping with Deep Learning.
Remote. Sens., 2021

Sentinel-2 MSI data for active fire detection in major fire-prone biomes: A multi-criteria approach.
Int. J. Appl. Earth Obs. Geoinformation, 2021

Early Detection of Wildfires with GOES-R Time-Series and Deep GRU Network.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

Exploring the Fusion of Sentinel-1 SAR and Sentinel-2 MSI Data for Built-Up Area Mapping Using Deep Learning.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

2020
Dimensionality Reduction and Feature Selection for Object-Based Land Cover Classification based on Sentinel-1 and Sentinel-2 Time Series Using Google Earth Engine.
Remote. Sens., 2020

Continuous Monitoring of Urban Land Cover Change Trajectories with Landsat Time Series and LandTrendr-Google Earth Engine Cloud Computing.
Remote. Sens., 2020

Large Scale Assessment of Free Global DEMs Through the Google Earth Engine Platform.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020

COSMO-SkyMed Range Measurements for Displacement Monitoring Using Amplitude Persistent Scatterers.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020

2019
py2DIC: A New Free and Open Source Software for Displacement and Strain Measurements in the Field of Experimental Mechanics.
Sensors, 2019

WorldView-2 Data for Hierarchical Object-Based Urban Land Cover Classification in Kigali: Integrating Rule-Based Approach with Urban Density and Greenness Indices.
Remote. Sens., 2019

Monitoring of Urbanization and Analysis of Environmental Impact in Stockholm with Sentinel-2A and SPOT-5 Multispectral Data.
Remote. Sens., 2019

2018
Monitoring the Impact of Land Cover Change on Surface Urban Heat Island through Google Earth Engine: Proposal of a Global Methodology, First Applications and Problems.
Remote. Sens., 2018

Sentinel-L Global Coverage Foreshortening Mask Extraction: an Open Source Implementation Based on Google Earth Engine.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

2016
Exploiting Performance of Different Low-Cost Sensors for Small Amplitude Oscillatory Motion Monitoring: Preliminary Comparisons in View of Possible Integration.
J. Sensors, 2016

2015
Unsupervised flood extent detection from SAR imagery applying shadow filtering from SAR simulated image.
Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015

Monitoring ground displacements at centimeter level exploiting TerraSAR-X range measurements.
Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015

2012
DSM generation from optical and SAR high resolution satellite imagery: Methodology, problems and potentialities.
Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012

2011
High-Resolution SAR Radargrammetry: A First Application With COSMO-SkyMed SpotLight Imagery.
IEEE Geosci. Remote. Sens. Lett., 2011

2010
DSM generation from very high optical and radar sensors: Problems and potentialities along the road from the 3D geometric modeling to the Surface Model.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2010


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