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Giorgos Mountrakis - Publications

Affiliations: 
Environmental & Resources Engineering SUNY College of Environmental Science and Forestry, Syracuse, NY, United States 
Area:
Remote Sensing, Geodesy, Land Use Planning
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45 high-probability publications. We are testing a new system for linking publications to authors. You can help! If you notice any inaccuracies, please sign in and mark papers as correct or incorrect matches. If you identify any major omissions or other inaccuracies in the publication list, please let us know.

Year Citation  Score
2019 Paltsyn MY, Gibbs JP, Mountrakis G. Integrating Traditional Ecological Knowledge and Remote Sensing for Monitoring Rangeland Dynamics in the Altai Mountain Region. Environmental Management. PMID 31161233 DOI: 10.1007/S00267-018-01135-6  0.427
2019 Heydari SS, Mountrakis G. Meta-analysis of deep neural networks in remote sensing: A comparative study of mono-temporal classification to support vector machines Isprs Journal of Photogrammetry and Remote Sensing. 152: 192-210. DOI: 10.1016/J.Isprsjprs.2019.04.016  0.439
2019 Pede T, Mountrakis G, Shaw SB. Improving corn yield prediction across the US Corn Belt by replacing air temperature with daily MODIS land surface temperature Agricultural and Forest Meteorology. 107615. DOI: 10.1016/J.Agrformet.2019.107615  0.359
2018 Heydari SS, Mountrakis G. Effect of classifier selection, reference sample size, reference class distribution and scene heterogeneity in per-pixel classification accuracy using 26 Landsat sites Remote Sensing of Environment. 204: 648-658. DOI: 10.1016/J.Rse.2017.09.035  0.467
2018 Pede T, Mountrakis G. An empirical comparison of interpolation methods for MODIS 8-day land surface temperature composites across the conterminous Unites States Isprs Journal of Photogrammetry and Remote Sensing. 142: 137-150. DOI: 10.1016/J.Isprsjprs.2018.06.003  0.408
2017 Petrov MA, Sabitov TY, Tomashevskaya IG, Glazirin GE, Chernomorets SS, Savernyuk EA, Tutubalina OV, Petrakov DA, Sokolov LS, Dokukin MD, Mountrakis G, Ruiz-Villanueva V, Stoffel M. Glacial lake inventory and lake outburst potential in Uzbekistan. The Science of the Total Environment. 592: 228-242. PMID 28319710 DOI: 10.1016/J.Scitotenv.2017.03.068  0.368
2017 Yang S, Mountrakis G. Forest dynamics in the U.S. indicate disproportionate attrition in western forests, rural areas and public lands. Plos One. 12: e0171383. PMID 28225787 DOI: 10.1371/Journal.Pone.0171383  0.402
2017 Khatami R, Mountrakis G. The interacting effects of image acquisition date, number of images, classifier, and number of training samples on accuracy of binary classification of impervious cover Remote Sensing Letters. 9: 189-198. DOI: 10.1080/2150704X.2017.1415478  0.341
2017 Khatami R, Mountrakis G, Stehman SV. Predicting individual pixel error in remote sensing soft classification Remote Sensing of Environment. 199: 401-414. DOI: 10.1016/J.Rse.2017.07.028  0.378
2017 Khatami R, Mountrakis G, Stehman SV. Mapping per-pixel predicted accuracy of classified remote sensing images Remote Sensing of Environment. 191: 156-167. DOI: 10.1016/J.Rse.2017.01.025  0.431
2017 Paltsyn MY, Gibbs JP, Iegorova LV, Mountrakis G. Estimation and Prediction of Grassland Cover in Western Mongolia Using MODIS-Derived Vegetation Indices Rangeland Ecology & Management. 70: 723-729. DOI: 10.1016/J.Rama.2017.05.005  0.421
2017 Mountrakis G, Li Y. A linearly approximated iterative Gaussian decomposition method for waveform LiDAR processing Isprs Journal of Photogrammetry and Remote Sensing. 129: 200-211. DOI: 10.1016/J.Isprsjprs.2017.05.009  0.342
2016 Manakos I, Technitou E, Petrou Z, Karydas C, Tomaselli V, Veronico G, Mountrakis G. Multi-modal knowledge base generation from very high resolution satellite imagery for habitat mapping European Journal of Remote Sensing. 49: 1033-1060. DOI: 10.5721/Eujrs20164953  0.357
2016 Endres A, Mountrakis G, Jin H, Zhuang W, Manakos I, Wiley JJ, Beier CM. Relative importance analysis of Landsat, waveform LIDAR and PALSAR inputs for deciduous biomass estimation European Journal of Remote Sensing. 49: 795-807. DOI: 10.5721/Eujrs20164942  0.463
2016 Grekousis G, Mountrakis G, Kavouras M. Linking MODIS-derived forest and cropland land cover 2011 estimations to socioeconomic and environmental indicators for the European Union's 28 countries Giscience and Remote Sensing. 53: 122-146. DOI: 10.1080/15481603.2015.1118977  0.404
2016 Xu Z, Mountrakis G, Quackenbush LJ. Impervious surface extraction in imbalanced datasets: integrating partial results and multi-temporal information in an iterative one-class classifier International Journal of Remote Sensing. 38: 43-63. DOI: 10.1080/01431161.2016.1259677  0.475
2016 Khatami R, Mountrakis G, Stehman SV. A meta-analysis of remote sensing research on supervised pixel-based land-cover image classification processes: General guidelines for practitioners and future research Remote Sensing of Environment. 177: 89-100. DOI: 10.1016/J.Rse.2016.02.028  0.494
2015 Yousefi S, Khatami R, Mountrakis G, Mirzaee S, Pourghasemi HR, Tazeh M. Accuracy assessment of land cover/land use classifiers in dry and humid areas of Iran. Environmental Monitoring and Assessment. 187: 641. PMID 26403704 DOI: 10.1007/S10661-015-4847-1  0.506
2015 Grekousis G, Kavouras M, Mountrakis G. Land cover dynamics and accounts for European Union 2001-2011 Proceedings of Spie - the International Society For Optical Engineering. 9535. DOI: 10.1117/12.2192554  0.338
2015 Zhuang W, Mountrakis G. Ground peak identification in dense shrub areas using large footprint waveform LiDAR and Landsat images International Journal of Digital Earth. 8: 805-824. DOI: 10.1080/17538947.2014.942716  0.42
2015 Grekousis G, Mountrakis G, Kavouras M. An overview of 21 global and 43 regional land-cover mapping products International Journal of Remote Sensing. 36: 5309-5335. DOI: 10.1080/01431161.2015.1093195  0.386
2015 Zhuang W, Mountrakis G, Wiley JJ, Beier CM. Estimation of above-ground forest biomass using metrics based on Gaussian decomposition of waveform lidar data International Journal of Remote Sensing. 36: 1871-1889. DOI: 10.1080/01431161.2015.1029095  0.419
2014 Jin H, Stehman SV, Mountrakis G. Assessing the impact of training sample selection on accuracy of an urban classification: A case study in Denver, Colorado International Journal of Remote Sensing. 35: 2067-2081. DOI: 10.1080/01431161.2014.885152  0.522
2014 Jin H, Mountrakis G, Stehman SV. Assessing integration of intensity, polarimetric scattering, interferometric coherence and spatial texture metrics in PALSAR-derived land cover classification Isprs Journal of Photogrammetry and Remote Sensing. 98: 70-84. DOI: 10.1016/J.Isprsjprs.2014.09.017  0.552
2014 Zhuang W, Mountrakis G. An accurate and computationally efficient algorithm for ground peak identification in large footprint waveform LiDAR data Isprs Journal of Photogrammetry and Remote Sensing. 95: 81-92. DOI: 10.1016/J.Isprsjprs.2014.06.004  0.354
2013 Jin H, Mountrakis G. Integration of urban growth modelling products with image-based urban change analysis International Journal of Remote Sensing. 34: 5468-5486. DOI: 10.1080/01431161.2013.791760  0.551
2013 Mountrakis G, Xi B. Assessing reference dataset representativeness through confidence metrics based on information density Isprs Journal of Photogrammetry and Remote Sensing. 78: 129-147. DOI: 10.1016/J.Isprsjprs.2013.01.011  0.493
2012 Mountrakis G, Zhuang W. Integrating local and global error statistics for multi-scale RBF network training: an assessment on remote sensing data. Plos One. 7: e40093. PMID 22876278 DOI: 10.1371/Journal.Pone.0040093  0.354
2012 Triantakonstantis D, Mountrakis G. Urban Growth Prediction: A Review of Computational Models and Human Perceptions Journal of Geographic Information System. 4: 555-587. DOI: 10.4236/Jgis.2012.46060  0.375
2012 Khatami R, Mountrakis G. Implications of classification of methodological decisions in flooding analysis from Hurricane Katrina Remote Sensing. 4: 3877-3891. DOI: 10.3390/Rs4123877  0.457
2012 Jin H, Mountrakis G, Li P. A super-resolution mapping method using local indicator variograms International Journal of Remote Sensing. 33: 7747-7773. DOI: 10.1080/01431161.2012.702234  0.552
2012 Luo L, Mountrakis G. A multiprocess model of adaptable complexity for impervious surface detection International Journal of Remote Sensing. 33: 365-381. DOI: 10.1080/01431161.2010.532177  0.445
2012 Hong B, Limburg KE, Hall MH, Mountrakis G, Groffman PM, Hyde K, Luo L, Kelly VR, Myers SJ. An integrated monitoring/modeling framework for assessing human-nature interactions in urbanizing watersheds: Wappinger and Onondaga Creek watersheds, New York, USA Environmental Modelling and Software. 32: 1-15. DOI: 10.1016/J.Envsoft.2011.08.006  0.413
2011 Gunson KE, Mountrakis G, Quackenbush LJ. Spatial wildlife-vehicle collision models: a review of current work and its application to transportation mitigation projects. Journal of Environmental Management. 92: 1074-82. PMID 21190788 DOI: 10.1016/J.Jenvman.2010.11.027  0.358
2011 Mountrakis G, Stefanidis A. Moving towards Personalized Geospatial Queries Journal of Geographic Information System. 3: 334-344. DOI: 10.4236/Jgis.2011.34031  0.32
2011 Triantakonstantis D, Mountrakis G, Wang J. A Spatially Heterogeneous Expert Based (SHEB) Urban Growth Model using Model Regionalization Journal of Geographic Information System. 3: 195-210. DOI: 10.4236/Jgis.2011.33016  0.43
2011 Wang J, Mountrakis G. Developing a multi-network urbanization model: A case study of urban growth in Denver, Colorado International Journal of Geographical Information Science. 25: 229-253. DOI: 10.1080/13658810903473213  0.405
2011 Mountrakis G, Luo L. Enhancing and replacing spectral information with intermediate structural inputs: A case study on impervious surface detection Remote Sensing of Environment. 115: 1162-1170. DOI: 10.1016/J.Rse.2010.12.018  0.434
2011 Gong B, Im J, Mountrakis G. An artificial immune network approach to multi-sensor land use/land cover classification Remote Sensing of Environment. 115: 600-614. DOI: 10.1016/J.Rse.2010.10.005  0.483
2011 Luo L, Mountrakis G. Converting local spectral and spatial information from a priori classifiers into contextual knowledge for impervious surface classification Isprs Journal of Photogrammetry and Remote Sensing. 66: 579-587. DOI: 10.1016/J.Isprsjprs.2011.03.002  0.457
2011 Mountrakis G, Im J, Ogole C. Support vector machines in remote sensing: A review Isprs Journal of Photogrammetry and Remote Sensing. 66: 247-259. DOI: 10.1016/J.Isprsjprs.2010.11.001  0.382
2010 Luo L, Mountrakis G. Integrating intermediate inputs from partially classified images within a hybrid classification framework: An impervious surface estimation example Remote Sensing of Environment. 114: 1220-1229. DOI: 10.1016/J.Rse.2010.01.008  0.432
2009 Mountrakis G, Watts R, Luo L, Wang J. Developing collaborative classifiers using an expert-based model Photogrammetric Engineering and Remote Sensing. 75: 831-843. DOI: 10.14358/Pers.75.7.831  0.487
2009 Mountrakis G, Gunson K. Multi-scale spatiotemporal analyses of moose-vehicle collisions: A case study in northern Vermont International Journal of Geographical Information Science. 23: 1389-1412. DOI: 10.1080/13658810802406132  0.338
2004 Mountrakis G, Stefanidis A, Schlaislch I, Agouris P. Supporting quality-based image retrieval through user preference learning Photogrammetric Engineering and Remote Sensing. 70: 973-981. DOI: 10.14358/Pers.70.8.973  0.325
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