Benjamin Tardy
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View article: Boundary Data set : Land Cover Classification with Gaussian Processes using spatio-spectro-temporal features
Boundary Data set : Land Cover Classification with Gaussian Processes using spatio-spectro-temporal features Open
Boundary data set used to evaluate the continuity predictions for different models in boundary zones. It is composed of labelled and unlabelled pixels for a boundary size of 100m and 200m. For further details see section VI-A-1 of the pre-…
View article: Boundary Data set : Land Cover Classification with Gaussian Processes using spatio-spectro-temporal features
Boundary Data set : Land Cover Classification with Gaussian Processes using spatio-spectro-temporal features Open
Boundary data set used to evaluate the continuity predictions for different models in boundary zones. It is composed of labelled and unlabelled pixels for a boundary size of 100m and 200m. For further details see section VI-A-1 of the pre-…
View article: Assessment of Optimal Transport for Operational Land-Cover Mapping Using High-Resolution Satellite Images Time Series without Reference Data of the Mapping Period
Assessment of Optimal Transport for Operational Land-Cover Mapping Using High-Resolution Satellite Images Time Series without Reference Data of the Mapping Period Open
Land-cover map production using remote-sensing imagery is governed by data availability. In our case, data sources are two-fold: on one hand, optical data provided regularly by satellites such as Sentinel-2, and on the other hand, referenc…
View article: Fusion Approaches for Land Cover Map Production Using High Resolution Image Time Series without Reference Data of the Corresponding Period
Fusion Approaches for Land Cover Map Production Using High Resolution Image Time Series without Reference Data of the Corresponding Period Open
Optical sensor time series images allow one to produce land cover maps at a large scale. The supervised classification algorithms have been shown to be the best to produce maps automatically with good accuracy. The main drawback of these m…
View article: Operational High Resolution Land Cover Map Production at the Country Scale Using Satellite Image Time Series
Operational High Resolution Land Cover Map Production at the Country Scale Using Satellite Image Time Series Open
A detailed and accurate knowledge of land cover is crucial for many scientific and operational applications, and as such, it has been identified as an Essential Climate Variable. This accurate knowledge needs frequent updates. This paper p…
View article: A Software Tool for Atmospheric Correction and Surface Temperature Estimation of Landsat Infrared Thermal Data
A Software Tool for Atmospheric Correction and Surface Temperature Estimation of Landsat Infrared Thermal Data Open
Land surface temperature (LST) is an important variable involved in the Earth’s surface energy and water budgets and a key component in many aspects of environmental research. The Landsat program, jointly carried out by NASA and the USGS, …
View article: Assessment of an Operational System for Crop Type Map Production Using High Temporal and Spatial Resolution Satellite Optical Imagery
Assessment of an Operational System for Crop Type Map Production Using High Temporal and Spatial Resolution Satellite Optical Imagery Open
Crop area extent estimates and crop type maps provide crucial information for agricultural monitoring and management. Remote sensing imagery in general and, more specifically, high temporal and high spatial resolution data as the ones whic…