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Giorgos Mountrakis
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Support vector machines in remote sensing: A review
G Mountrakis, J Im, C Ogole
ISPRS journal of photogrammetry and remote sensing 66 (3), 247-259, 2011
37882011
A meta-analysis of remote sensing research on supervised pixel-based land-cover image classification processes: General guidelines for practitioners and future research
R Khatami, G Mountrakis, SV Stehman
Remote sensing of environment 177, 89-100, 2016
6442016
Spatial wildlife-vehicle collision models: A review of current work and its application to transportation mitigation projects
KE Gunson, G Mountrakis, LJ Quackenbush
Journal of environmental management 92 (4), 1074-1082, 2011
3922011
An overview of 21 global and 43 regional land-cover mapping products
G Grekousis, G Mountrakis, M Kavouras
International Journal of Remote Sensing 36 (21), 5309-5335, 2015
2672015
Urban growth prediction: a review of computational models and human perceptions
D Triantakonstantis, G Mountrakis
Scientific Research Publishing, 2012
2312012
Effect of classifier selection, reference sample size, reference class distribution and scene heterogeneity in per-pixel classification accuracy using 26 Landsat sites
SS Heydari, G Mountrakis
Remote Sensing of Environment 204, 648-658, 2018
1812018
Assessing the impact of training sample selection on accuracy of an urban classification: a case study in Denver, Colorado
H Jin, SV Stehman, G Mountrakis
International journal of remote sensing 35 (6), 2067-2081, 2014
982014
Multi‐scale spatiotemporal analyses of moose–vehicle collisions: a case study in northern Vermont
G Mountrakis, K Gunson
International Journal of Geographical Information Science 23 (11), 1389-1412, 2009
912009
Urban Observing Sensors. Global Urban Monitoring and Assessment through Earth Observation
CDE Q. Weng., P. Gamba, G. Mountrakis, M. Pesaresi, L. Lu, T. Kemper, J ...
CRC Press, 2014
882014
Mapping per-pixel predicted accuracy of classified remote sensing images
R Khatami, G Mountrakis, SV Stehman
Remote Sensing of Environment 191, 156-167, 2017
852017
An artificial immune network approach to multi-sensor land use/land cover classification
B Gong, J Im, G Mountrakis
Remote Sensing of Environment 115 (2), 600-614, 2011
842011
Meta-analysis of deep neural networks in remote sensing: A comparative study of mono-temporal classification to support vector machines
SS Heydari, G Mountrakis
ISPRS Journal of Photogrammetry and Remote Sensing 152, 192-210, 2019
742019
A super-resolution mapping method using local indicator variograms
H Jin, G Mountrakis, P Li
International journal of remote sensing 33 (24), 7747-7773, 2012
702012
Glacial lake inventory and lake outburst potential in Uzbekistan
MA Petrov, TY Sabitov, IG Tomashevskaya, GE Glazirin, ...
Science of the Total Environment 592, 228-242, 2017
682017
Developing a multi-network urbanization model: a case study of urban growth in Denver, Colorado
J Wang, G Mountrakis
International Journal of Geographical Information Science 25 (2), 229-253, 2011
682011
Spatial databases: technologies, techniques and trends
Y Manolopoulos, AN Papadopoulos, MG Vassilakopoulos
IGI Global, 2005
652005
Assessing integration of intensity, polarimetric scattering, interferometric coherence and spatial texture metrics in PALSAR-derived land cover classification
H Jin, G Mountrakis, SV Stehman
ISPRS Journal of Photogrammetry and Remote Sensing 98, 70-84, 2014
642014
An empirical comparison of interpolation methods for MODIS 8-day land surface temperature composites across the conterminous Unites States
T Pede, G Mountrakis
ISPRS journal of photogrammetry and remote sensing 142, 137-150, 2018
622018
Integrating intermediate inputs from partially classified images within a hybrid classification framework: An impervious surface estimation example
L Luo, G Mountrakis
Remote Sensing of Environment 114 (6), 1220-1229, 2010
572010
A meta-analysis on harmful algal bloom (HAB) detection and monitoring: a remote sensing perspective
RM Khan, B Salehi, M Mahdianpari, F Mohammadimanesh, G Mountrakis, ...
Remote Sensing 13 (21), 4347, 2021
562021
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Articles 1–20