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

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

In this paper, we present a new approach to the fusion of Sentinel 1 (S1) and Sentinel 2 (S2) data for land cover mapping. The proposed solution aims at improving methods based on Sentinel 2 data, that are unusable in case of cloud cover. This goal is achieved by using S1 data to generate S2-like se...

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Bibliographic Details
Main Authors: Massimiliano Gargiulo, Domenico A. G. Dell’Aglio, Antonio Iodice, Daniele Riccio, Giuseppe Ruello
Format: Article
Language:English
Published: MDPI AG 2020-05-01
Series:Sensors
Subjects:
synthetic aperture radar
image segmentation
rice monitoring
convolutional neural network
data fusion
time-series analysis
Online Access:https://www.mdpi.com/1424-8220/20/10/2969

Internet

https://www.mdpi.com/1424-8220/20/10/2969

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