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 | 3635 | 2011 |
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 | 610 | 2016 |
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 | 376 | 2011 |
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 | 256 | 2015 |
Urban growth prediction: a review of computational models and human perceptions D Triantakonstantis, G Mountrakis Scientific Research Publishing, 2012 | 227 | 2012 |
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 | 172 | 2018 |
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 | 94 | 2014 |
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 | 90 | 2009 |
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 | 85 | 2014 |
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 | 84 | 2011 |
Mapping per-pixel predicted accuracy of classified remote sensing images R Khatami, G Mountrakis, SV Stehman Remote Sensing of Environment 191, 156-167, 2017 | 81 | 2017 |
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 | 71 | 2019 |
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 | 68 | 2012 |
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 | 67 | 2017 |
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 | 67 | 2011 |
Spatial databases: technologies, techniques and trends Y Manolopoulos, AN Papadopoulos, MG Vassilakopoulos IGI Global, 2005 | 64 | 2005 |
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 | 63 | 2014 |
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 | 57 | 2018 |
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 | 56 | 2010 |
Inquiry-based learning in remote sensing: A space balloon educational experiment G Mountrakis, D Triantakonstantis Journal of Geography in Higher Education 36 (3), 385-401, 2012 | 49 | 2012 |