George P. Petropoulos
George P. Petropoulos
Department of Geography, Harokopio University, Athens, Greece
Verified email at - Homepage
Cited by
Cited by
A review of Ts/VI remote sensing based methods for the retrieval of land surface energy fluxes and soil surface moisture
G Petropoulos, TN Carlson, MJ Wooster, S Islam
Progress in Physical Geography 33 (2), 224-250, 2009
Surface soil moisture retrievals from remote sensing: Current status, products & future trends
GP Petropoulos, G Ireland, B Barrett
Physics and Chemistry of the Earth, Parts A/B/C 83, 36-56, 2015
Support vector machines and object-based classification for obtaining land-use/cover cartography from Hyperion hyperspectral imagery
GP Petropoulos, C Kalaitzidis, KP Vadrevu
Computers & Geosciences 41, 99-107, 2012
Burnt area delineation from a uni-temporal perspective based on Landsat TM imagery classification using support vector machines
GP Petropoulos, C Kontoes, I Keramitsoglou
International Journal of Applied Earth Observation and Geoinformation 13 (1 …, 2011
A comparison of spectral angle mapper and artificial neural network classifiers combined with Landsat TM imagery analysis for obtaining burnt area mapping
GP Petropoulos, KP Vadrevu, G Xanthopoulos, G Karantounias, ...
Sensors 10 (3), 1967-1985, 2010
Hyperion hyperspectral imagery analysis combined with machine learning classifiers for land use/cover mapping
GP Petropoulos, K Arvanitis, N Sigrimis
Expert systems with Applications 39 (3), 3800-3809, 2012
A new synergistic approach for monitoring wetlands using Sentinels-1 and 2 data with object-based machine learning algorithms
A Whyte, KP Ferentinos, GP Petropoulos
Environmental Modelling & Software 104, 40-54, 2018
Co-Orbital Sentinel 1 and 2 for LULC mapping with emphasis on wetlands in a mediterranean setting based on machine learning
A Chatziantoniou, E Psomiadis, GP Petropoulos
Remote Sensing 9 (12), 1259, 2017
Towards improved spatio-temporal resolution soil moisture retrievals from the synergy of SMOS and MSG SEVIRI spaceborne observations
M Piles, GP Petropoulos, N Sánchez, Á González-Zamora, G Ireland
Remote Sensing of Environment 180, 403-417, 2016
Exploring the relationships between post-fire vegetation regeneration dynamics, topography and burn severity: A case study from the Montane Cordillera Ecozones of Western Canada
G Ireland, GP Petropoulos
Applied Geography 56, 232-248, 2015
Discrimination of common Mediterranean plant species using field spectroradiometry
GPPCK Manevski, K., I. Manakos
International Journal of Applied Earth Observation and Geoinformation 13 …, 2011
A global Bayesian sensitivity analysis of the 1d SimSphere soil–vegetation–atmospheric transfer (SVAT) model using Gaussian model emulation
G Petropoulos, MJ Wooster, TN Carlson, MC Kennedy, M Scholze
Ecological Modelling 220 (19), 2427-2440, 2009
Change detection of surface mining activity and reclamation based on a machine learning approach of multi-temporal Landsat TM imagery
GP Petropoulos, P Partsinevelos, Z Mitraka
Geocarto International 28 (4), 323-342, 2013
Landscape transform and spatial metrics for mapping spatiotemporal land cover dynamics using Earth Observation data-sets
SK Singh, PK Srivastava, S Szabó, GP Petropoulos, M Gupta, T Islam
Geocarto international 32 (2), 113-127, 2017
Examining the capability of supervised machine learning classifiers in extracting flooded areas from Landsat TM imagery: A case study from a Mediterranean flood
G Ireland, M Volpi, GP Petropoulos
Remote sensing 7 (3), 3372-3399, 2015
Combining ASTER multispectral imagery analysis and support vector machines for rapid and cost-effective post-fire assessment: a case study from the Greek wildland fires of 2007
G Petropoulos, W Knorr, M Scholze, L Boschetti, G Karantounias
Natural hazards and earth system sciences 10 (2), 305-317, 2010
Remote Sensing of Energy Fluxes and Soil Moisture Content
GP Petropoulos
Taylor and Francis, CRC Press, 2013
Remote Sensing of Energy Fluxes and Soil Moisture Content
GP Petropoulos
Taylor & Francis, 2013
Remote sensing and GIS analysis for mapping spatio-temporal changes of erosion and deposition of two Mediterranean river deltas: The case of the Axios and Aliakmonas rivers, Greece
GP Petropoulos, DP Kalivas, HM Griffiths, PP Dimou
International Journal of Applied Earth Observation and Geoinformation 35 …, 2015
Quantifying spatial and temporal vegetation recovery dynamics following a wildfire event in a Mediterranean landscape using EO data and GIS
GP Petropoulos, HM Griffiths, DP Kalivas
Applied Geography 50, 120-131, 2014
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