George P. Petropoulos
George P. Petropoulos
Department of Geography, Harokopio University, Athens, Greece
Verified email at hua.gr - Homepage
Title
Cited by
Cited by
Year
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
2512015
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
2462009
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
2102012
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
1202011
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
1102010
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
1092012
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
822018
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
802017
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
712016
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
692015
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
662017
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
622013
Discrimination of common Mediterranean plant species using field spectroradiometry
GPPCK Manevski, K., I. Manakos
International Journal of Applied Earth Observation and Geoinformation 13 …, 2011
622011
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
592009
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
562015
Quantifying land use/land cover spatio-temporal landscape pattern dynamics from Hyperion using SVMs classifier and FRAGSTATS®
S Lamine, GP Petropoulos, SK Singh, S Szabó, NEI Bachari, ...
Geocarto international 33 (8), 862-878, 2018
552018
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
GP Petropoulos, W Knorr, M Scholze, L Boschetti, G Karantounias
Natural hazards and earth system sciences 10 (2), 305-317, 2010
492010
Remote Sensing of Energy Fluxes and Soil Moisture Content
GP Petropoulos
Taylor and Francis, CRC Press, 2013
482013
Remote Sensing of Energy Fluxes and Soil Moisture Content
GP Petropoulos
Taylor & Francis, 2013
482013
Erosion rate predictions from PESERA and RUSLE at a Mediterranean site before and after a wildfire: comparison & implications
M Karamesouti, GP Petropoulos, ID Papanikolaou, O Kairis, K Kosmas
Geoderma 261, 44-58, 2016
452016
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