Support vector machines in remote sensing: A review

G Mountrakis, J Im, C Ogole - ISPRS journal of photogrammetry and remote …, 2011 - Elsevier
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 …

[HTML][HTML] Using semi-automated classification algorithms in the context of an ecosystem service assessment applied to a temperate atlantic estuary

F Afonso, CP Lira, MC Austen, S Broszeit… - Remote Sensing …, 2024 - Elsevier
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 …

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 …

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 …

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 …

Hydrological drivers for the spatial distribution of wetland herbaceous communities in Poyang Lake

W Huang, T Hu, J Mao, C Montzka, R Bol, S Wan, J Li… - Remote Sensing, 2022 - mdpi.com
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 …

Map** irrigated area in Mediterranean basins using low cost satellite Earth Observation

TK Alexandridis, GC Zalidis, NG Silleos - computers and electronics in …, 2008 - Elsevier
Excessive use of irrigated water in the Mediterranean has deteriorated the freshwater
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

D Stratoulias, H Balzter, A Zlinszky… - International Journal of …, 2018 - Taylor & Francis
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 …

Using Earth Observation to update a Natura 2000 habitat map for a wetland in Greece

TK Alexandridis, E Lazaridou, A Tsirika… - Journal of Environmental …, 2009 - Elsevier
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 …

Estimating per‐pixel thematic uncertainty in remote sensing classifications

KM Brown, GM Foody, PM Atkinson - International Journal of …, 2009 - Taylor & Francis
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 …