Deep Learning Approach for River Hydro-morphodynamics Monitoring using SAR Data

Massimiliano GARGIULO , Carmela CAVALLO , Maria Nicolina PAPA , Giuseppe RUELLO
OF THE INSTITUTE OF GEOPHYSICS POLISH ACADEMY OF SCIENCES 23 -23

2022
Development of weight and the weight to height ratio in a sample of school children in Campania.

G Capozzi , N Vitiello , L Granato , ML Gargiulo
15 ( 5) 429 -436

1989
Fire Risk Analysis by using Sentinel-2 Data: The Case Study of the Vesuvius in Campania, Italy

Daniele Riccio , Antonio Iodice , Giuseppe Ruello , Massimiliano Gargiulo
international geoscience and remote sensing symposium 6806 -6809

2020
Fast Super-Resolution of 20 m Sentinel-2 Bands Using Convolutional Neural Networks

Massimiliano Gargiulo , Antonio Mazza , Raffaele Gaetano , Giuseppe Ruello
Remote Sensing 11 ( 22) 2635

40
2019
Semantic Segmentation using Deep Learning: A case of study in Albufera Park, Valencia

Massimiliano Gargiulo , Domenico A. G. Dell'Aglio , Antonio Iodice , Daniele Riccio
2019 IEEE International Workshop on Metrology for Agriculture and Forestry (MetroAgriFor)

2
2019
Advances on CNN-Based Super-Resolution of Sentinel-2 Images

Massimiliano Gargiulo
international geoscience and remote sensing symposium 3165 -3168

1
2019
A CNN-Based Fusion Method for Super-Resolution of Sentinel-2 Data

Massimiliano Gargiulo , Antonio Mazza , Raffaele Gaetano , Giuseppe Ruello
international geoscience and remote sensing symposium 4713 -4716

25
2018
Estimating the NDVI from SAR by Convolutional Neural Networks

Antonio Mazza , Massimiliano Gargiulo , Giuseppe Scarpa , Raffaele Gaetano
international geoscience and remote sensing symposium 1954 -1957

3
2018
Fires Monitoring by Means of Spectral Indices from Sentinel-2 Data: the Case Study of the Vesuvius and Lattari Mountains, Campania (Italy)

Domenico Antonio Giuseppe Dell'Aglio , Carmine Gambardella , Massimiliano Gargiulo , Antonio Iodice
Preprints

2020
Integration of Sentinel-1 and Sentinel-2 Data for Land Cover Mapping Using W-Net.

Massimiliano Gargiulo , Domenico A. G. Dell’Aglio , Antonio Iodice , Daniele Riccio
Sensors 20 ( 10) 2969

28
2020
A CNN-Based Fusion Method for Feature Extraction from Sentinel Data

Giuseppe Scarpa , Massimiliano Gargiulo , Antonio Mazza , Raffaele Gaetano
Remote Sensing 10 ( 2) 236

124
2018
Continuous monitoring of the flooding dynamics in the Albufera Wetland (Spain) by Landsat-8 and Sentinel-2 datasets

Carmela Cavallo , Maria Nicolina Papa , Massimiliano Gargiulo , Guillermo Palau-Salvador
Remote Sensing 13 ( 17) 3525

18
2021
Assessing the Impact of Soil Contamination on Maize Plant Development using UAV-Based Multispectral Indices

Massimiliano Gargiulo , Claudia Savarese , Francesco Tufano , Sara Parrilli
2023 International Conference on Unmanned Aircraft Systems (ICUAS) 343 -348

2023
Exploiting Sentinel-2 dataset to assess flow intermittency in non-perennial rivers

Carmela Cavallo , Maria Nicolina Papa , Giovanni Negro , Massimiliano Gargiulo
Scientific Reports 12 ( 1) 21756 -21756

9
2022
Estimating the duration of flow status along non perennial rivers by satellite data

Carmela Cavallo , Maria Nicolina Papa , Giovanni Negro , Massimiliano Gargiulo
EGU24 ( EGU24-17373)

2024
Using Sentinel-2 multispectral imagery to assess flow-intermittency in non‑perennial rivers

Carmela Cavallo , Maria Nicolina Papa , Giovanni Negro , Giuseppe Ruello
GC8-Hydro ( GC8-Hydro-11)

2024
Monitoring the morphological evolution of a reach of the Italian Po River using multispectral satellite imagery and stage data

Carmela Cavallo , Michael Nones , Maria Nicolina Papa , Massimiliano Gargiulo
Geocarto International 37 ( 25) 8579 -8601

15
2022
Data-fusion of satellite and ground sensors for river hydro-morphodynamics monitoring

Maria Nicolina Papa , Michael Nones , Carmela Cavallo , Massimiliano Gargiulo
EGU2020 ( EGU2020-20381)

1
2020
Characterization of the Flow Regime of Temporary Rivers Using Sentinel-2 Satellite Data

Carmela Cavallo , Maria Nicolina Papa , Massimiliano Gargiulo , Giuseppe Ruello
Proceedings of the 39th IAHR World Congress

2022
Sentinel-1 Time-Series Analysis for Fires Monitoring using Google Earth Engine Tools

Massimiliano Gargiulo , Antonio Iodice , Daniele Riccio , Giuseppe Ruello
2021 IEEE 6th International Forum on Research and Technology for Society and Industry (RTSI) 232 -236

2
2021