Quantifying land use/land cover spatio-temporal landscape pattern dynamics from Hyperion using SVMs classifier and FRAGSTATS®

Erosion rate predictions from PESERA and RUSLE at a Mediterranean site before and after a wildfire: Comparison & implications

(2016) Mina Karamesouti et al.   GEODERMA

Landscape transform and spatial metrics for mapping spatiotemporal land cover dynamics using Earth Observation data-sets

(2016) Sudhir Kumar Singh et al.   Geocarto International

Urban vegetation cover extraction from hyperspectral imagery and geographic information system spatial analysis techniques: case of Athens, Greece

(2015) George P. Petropoulos et al.   Journal of Applied Remote Sensing

A comparison of landscape fragmentation analysis programs for identifying possible invasive plant species locations in forest edge

(2015) Meghan Graham MacLean et al.   LANDSCAPE ECOLOGY

AnSPSSR-Menu for Ordinal Factor Analysis

(2015) Mário Basto et al.   Journal of Statistical Software

Flooding extent cartography with Landsat TM imagery and regularized kernel Fisher's discriminant analysis

(2013) Michele Volpi et al.   COMPUTERS & GEOSCIENCES

Appraisal of land use/land cover of mangrove forest ecosystem using support vector machine

(2013) Sudhir Kumar Singh et al.   Environmental Earth Sciences

Integrated Assessment of Groundwater Influenced by a Confluence River System: Concurrence with Remote Sensing and Geochemical Modelling

(2013) Sudhir Kumar Singh et al.   WATER RESOURCES MANAGEMENT

Selection of classification techniques for land use/land cover change investigation

(2012) Prashant K. Srivastava et al.   ADVANCES IN SPACE RESEARCH

Evaluation of diverse classification approaches for land use/cover mapping in a Mediterranean region utilizing Hyperion data

(2012) Alata Elatawneh et al.   International Journal of Digital Earth

Change detection of surface mining activity and reclamation based on a machine learning approach of multi-temporal Landsat TM imagery

(2012) George P. Petropoulos et al.   Geocarto International

Spectral angle mapper and object-based classification combined with hyperspectral remote sensing imagery for obtaining land use/cover mapping in a Mediterranean region

(2012) George P. Petropoulos et al.   Geocarto International

Support vector machines and object-based classification for obtaining land-use/cover cartography from Hyperion hyperspectral imagery

(2011) George P. Petropoulos et al.   COMPUTERS & GEOSCIENCES

Hyperion hyperspectral imagery analysis combined with machine learning classifiers for land use/cover mapping

(2011) George P. Petropoulos et al.   EXPERT SYSTEMS WITH APPLICATIONS

Burnt area delineation from a uni-temporal perspective based on Landsat TM imagery classification using Support Vector Machines

(2010) George P. Petropoulos et al.   International Journal of Applied Earth Observation and Geoinformation

A class possibility based kernel to increase classification accuracy for small data sets using support vector machines

(2009) Der-Chiang Li et al.   EXPERT SYSTEMS WITH APPLICATIONS

Land cover change assessment using decision trees, support vector machines and maximum likelihood classification algorithms

(2009) J.R. Otukei et al.   International Journal of Applied Earth Observation and Geoinformation

Spatio-temporal dynamics and evolution of land use change and landscape pattern in response to rapid urbanization

(2009) Jin S. Deng et al.   LANDSCAPE AND URBAN PLANNING

Object-oriented subspace analysis for airborne hyperspectral remote sensing imagery

(2009) Liangpei Zhang et al.   NEUROCOMPUTING

Forest cover change and illegal logging in the Ukrainian Carpathians in the transition period from 1988 to 2007

(2009) Tobias Kuemmerle et al.   REMOTE SENSING OF ENVIRONMENT

Crop classification by support vector machine with intelligently selected training data for an operational application

(2008) Ajay Mathur et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Evaluating Hyperion capability for land cover mapping in a fragmented ecosystem: Pollino National Park, Italy

(2008) Stefano Pignatti et al.   REMOTE SENSING OF ENVIRONMENT

Use of a dark object concept and support vector machines to automate forest cover change analysis

(2007) Chengquan Huang et al.   REMOTE SENSING OF ENVIRONMENT