George P. Petropoulos
George P. Petropoulos
Department of Geography, Harokopio University, Athens, Greece
Verified email at - Homepage
Cited by
Cited by
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
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
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
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, GP Petropoulos, E Psomiadis
Remote Sensing 9 (12), 1259, 2017
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
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 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
Actual evapotranspiration in drylands derived from in-situ and satellite data: Assessing biophysical constraints
M García, I Sandholt, P Ceccato, M Ridler, E Mougin, L Kergoat, L Morillas, ...
Remote Sensing of Environment 131, 103-118, 2013
The International Soil Moisture Network: serving Earth system science for over a decade
W Dorigo, I Himmelbauer, D Aberer, L Schremmer, I Petrakovic, L Zappa, ...
Hydrology and earth system sciences 25 (11), 5749-5804, 2021
Surface soil moisture retrievals over partially vegetated areas from the synergy of Sentinel-1 and Landsat 8 data using a modified water-cloud model
Y Bao, L Lin, S Wu, KAK Deng, GP Petropoulos
International journal of applied earth observation and geoinformation 72, 76-85, 2018
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
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
Land use/land cover in view of earth observation: Data sources, input dimensions, and classifiers—A review of the state of the art
PC Pandey, N Koutsias, GP Petropoulos, PK Srivastava, E Ben Dor
Geocarto International 36 (9), 957-988, 2021
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
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
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
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
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
Hyperspectral remote sensing in precision agriculture: Present status, challenges, and future trends
P Singh, PC Pandey, GP Petropoulos, A Pavlides, PK Srivastava, ...
Hyperspectral remote sensing, 121-146, 2020
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