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Fusing Sentinel-2 Satellite Images and Aerial RGB Images
2021 IEEE International Geoscience and Remote Sensing Symposium IGARSS, 2021Sentinel-2 (S2) is a constellation of two satellites that frequently acquire optical imagery over land and coastal waters. The S2 sensors have three spatial resolutions: 10, 20, and 60 m. Many remote sensing applications require the spatial resolution to be at the highest resolution, i.e., 10 m for S2.
Jakob Sigurdsson +2 more
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Useable machine learning for Sentinel-2 multispectral satellite imagery
Image and Signal Processing for Remote Sensing XXVII, 2021One of the challenges when building Machine Learning (ML) models using satellite imagery is building sufficiently labeled data sets for training. In the past, this problem has been addressed by adapting computer vision approaches to GIS data with significant recent contributions to the field.
Scott Langevin +8 more
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A fast radiometric correction method for Sentinel-2 satellite images
Aircraft Engineering and Aerospace Technology, 2021Purpose Radiometric calibration is a method that estimates the reflection of the target from the measured input radiation. The purpose of this study is to radiometrically calibrate three spectral bands of Sentinel-2A, including green, red and infrared. For this purpose, Landsat-8 OLI data are used.
Elahe Moradi, Alireza Sharifi
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A novel method for Sentinel-2 satellite images radiometric calibration
2021Background and objective: Absolute and Relative Models of Radiometric Corrections Due to the relative information provided from different parts of the globe, there are always errors when correcting images, which has led many researchers to develop local models or design tools to obtain information about the situation of Atmospheric of the area under ...
Bashiri, Abbas +4 more
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Application SIG d’extraction et d’exploitation des données satellite (Sentinel-2)
2021This work is part of the completion of our graduation internship at the National Engineering School of Carthage (ENICar). The internship took place in the company YEBNI Information Communication with the creating a GIS application for the extraction and exploitation of satellite data (Sentinel-2).
Jday, Mohamed Amine, Daassi, Olfa
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Agricultural land monitoring using SENTINEL-2 satellite data
Vestnik KazNRTU, 2021M.A. Alpysbay, A.Z. Gapparov
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Automating an Image Processing Chain of the Sentinel-2 Satellite
2018In this paper, a chain of satellite image processing using free software libraries is proposed, to estimate biophysical parameters using data from the Sentinel-2 satellite. In particular, the processing chain proposed allows atmospheric correction, resampling and spatial cropping of satellite images.
Rodrigo Rodriguez-Ramirez +4 more
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High-resolution urban aerosol monitoring using Sentinel -2 satellite images
2019Satellite remote sensing aerosol monitoring products are readily available but limited to regional and global scales due to low spatial resolutions making them unsuitable for city-level monitoring. Freely available satellite images such as Sentinel -2 at relatively high spatial (10m) and temporal (5 days) resolutions offer the chance to map aerosol ...
Gitahi, Joseph +2 more
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Atmospheric Correction Method for Sentinel-2 Satellite Imagery
Acta Optica Sinica, 2018苏伟 Su Wei +5 more
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