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Support vector machines in remote sensing: A review
A wide range of methods for analysis of airborne-and satellite-derived imagery continues to
be proposed and assessed. In this paper, we review remote sensing implementations of …
be proposed and assessed. In this paper, we review remote sensing implementations of …
[HTML][HTML] Using semi-automated classification algorithms in the context of an ecosystem service assessment applied to a temperate atlantic estuary
The growing anthropogenic pressure near estuarine areas is evidence of the relevance of
these systems to human well-being, especially because of their delivery of essential …
these systems to human well-being, especially because of their delivery of essential …
Very high resolution map** of coral reef state using airborne bathymetric LiDAR surface-intensity and drone imagery
A Collin, C Ramambason, Y Pastol… - … journal of remote …, 2018 - Taylor & Francis
Very high resolution (VHR) airborne data enable detection and physical measurements of
individual coral reef colonies. The bathymetric LiDAR system, as an active remote sensing …
individual coral reef colonies. The bathymetric LiDAR system, as an active remote sensing …
Support vector machines for land cover map** from remote sensor imagery
D Shi, X Yang - Monitoring and Modeling of Global Changes: A …, 2015 - Springer
Land cover map** is an important activity leading to the generation of various thematic
products essential for numerous environmental monitoring and resources management …
products essential for numerous environmental monitoring and resources management …
Rice map** using RADARSAT-2 dual-and quad-pol data in a complex land-use Watershed: Cau River Basin (Vietnam)
HK Hoang, M Bernier, S Duchesne… - IEEE Journal of …, 2016 - ieeexplore.ieee.org
The strong temporal backscatter signature of rice growing above the water's surface allows
for the use of synthetic aperture radar (SAR) for paddy rice crop map** in Southern …
for the use of synthetic aperture radar (SAR) for paddy rice crop map** in Southern …
Hydrological drivers for the spatial distribution of wetland herbaceous communities in Poyang Lake
Hydrological processes are known as major driving forces in structuring wetland plant
communities, but the specific relationships are not always well understood. The recent dry …
communities, but the specific relationships are not always well understood. The recent dry …
Map** irrigated area in Mediterranean basins using low cost satellite Earth Observation
Excessive use of irrigated water in the Mediterranean has deteriorated the freshwater
resources by depleting the aquifers, discharging agri-chemicals and accelerating saltwater …
resources by depleting the aquifers, discharging agri-chemicals and accelerating saltwater …
A comparison of airborne hyperspectral-based classifications of emergent wetland vegetation at Lake Balaton, Hungary
Earth observation has rapidly evolved into a state-of-the-art technology providing new
capabilities and a wide variety of sensors; nevertheless, it is still a challenge for practitioners …
capabilities and a wide variety of sensors; nevertheless, it is still a challenge for practitioners …
Using Earth Observation to update a Natura 2000 habitat map for a wetland in Greece
The European Habitats Directive 92/43/EEC has defined the need for the conservation of
habitats and species with the adoption of appropriate measures. Within the Natura 2000 …
habitats and species with the adoption of appropriate measures. Within the Natura 2000 …
Estimating per‐pixel thematic uncertainty in remote sensing classifications
Standard methodologies for estimating the thematic accuracy of hard classifications, such as
those using the confusion matrix, do not provide indications of where thematic errors occur …
those using the confusion matrix, do not provide indications of where thematic errors occur …