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

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

Analyses and monitoring of lignite mining lakes in Eastern Germany with spectral signatures of Landsat TM satellite data

(2011) Luise Schroeter et al.   INTERNATIONAL JOURNAL OF COAL GEOLOGY

Response of ecological storage and conservation to land use transformation: A case study of a mining town in China

(2010) Jianjun Zhang et al.   ECOLOGICAL MODELLING

Surface coal mine area monitoring using multi-temporal high-resolution satellite imagery

(2010) Nuray Demirel et al.   INTERNATIONAL JOURNAL OF COAL GEOLOGY

Support vector machines in remote sensing: A review

(2010) Giorgos Mountrakis et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Effect of vegetation cover on the hydrology of reclaimed mining soils under Mediterranean-Continental climate

(2009) M. Moreno-de las Heras et al.   CATENA

Object- and pixel-based analysis for mapping crops and their agro-environmental associated measures using QuickBird imagery

(2009) Isabel Luisa Castillejo-González et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

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

Fuzzy segmentation for object‐based image classification

(2009) I. Lizarazo et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Developing a land-cover classification to select indicators of forest ecosystem health in a rapidly urbanizing landscape

(2009) Diane M. Styers et al.   LANDSCAPE AND URBAN PLANNING

The role of spectral resolution and classifier complexity in the analysis of hyperspectral images of forest areas

(2009) Michele Dalponte et al.   REMOTE SENSING OF ENVIRONMENT

Land cover mapping of large areas using chain classification of neighboring Landsat satellite images

(2009) Jan Knorn et al.   REMOTE SENSING OF ENVIRONMENT

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

Detecting the effect of disturbance on habitat diversity and land cover change in a post-mining area using GIS

(2008) Effah Kwabena Antwi et al.   LANDSCAPE AND URBAN PLANNING

Changes in the extent of surface mining and reclamation in the Central Appalachians detected using a 1976–2006 Landsat time series

(2008) Philip A. Townsend et al.   REMOTE SENSING OF ENVIRONMENT

Using Waveform Cross-Correlation and Satellite Imagery to Identify Repeating Mine Blasts in Eastern Kazakhstan

(2008) J. K. MacCarthy et al.   SEISMOLOGICAL RESEARCH LETTERS

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

Contribution of multispectral and multitemporal information from MODIS images to land cover classification

(2007) Hugo Carrão et al.   REMOTE SENSING OF ENVIRONMENT