A brief review of random forests for water scientists and practitioners and their recent history in water resources H Tyralis, G Papacharalampous, A Langousis Water 11 (5), 910, 2019 | 490* | 2019 |
Multifractality and rainfall extremes: A review D Veneziano, A Langousis, P Furcolo Water resources research 42 (6), 2006 | 146 | 2006 |
Intensity‐duration‐frequency curves from scaling representations of rainfall A Langousis, D Veneziano Water Resources Research 43 (2), 2007 | 145 | 2007 |
Super ensemble learning for daily streamflow forecasting: Large-scale demonstration and comparison with multiple machine learning algorithms H Tyralis, G Papacharalampous, A Langousis Neural Computing and Applications 33 (8), 3053-3068, 2021 | 133 | 2021 |
Threshold detection for the generalized Pareto distribution: Review of representative methods and application to the NOAA NCDC daily rainfall database A Langousis, A Mamalakis, M Puliga, R Deidda Water Resources Research 52 (4), 2659-2681, 2016 | 126 | 2016 |
HESS Opinions:" Climate, hydrology, energy, water: recognizing uncertainty and seeking sustainability" D Koutsoyiannis, C Makropoulos, A Langousis, S Baki, A Efstratiadis, ... Hydrology and Earth System Sciences 13 (2), 247-257, 2009 | 108 | 2009 |
Comprehensive assessment and source apportionment of heavy metals in Shanghai agricultural soils with different fertility levels X Fei, R Xiao, G Christakos, A Langousis, Z Ren, Y Tian, X Lv Ecological Indicators 106, 105508, 2019 | 100 | 2019 |
The areal reduction factor: A multifractal analysis D Veneziano, A Langousis Water resources research 41 (7), 2005 | 93 | 2005 |
Hydrological post-processing using stacked generalization of quantile regression algorithms: Large-scale application over CONUS H Tyralis, G Papacharalampous, A Burnetas, A Langousis Journal of Hydrology 577, 123957, 2019 | 85 | 2019 |
Regional climate models' performance in representing precipitation and temperature over selected Mediterranean areas R Deidda, M Marrocu, G Caroletti, G Pusceddu, A Langousis, V Lucarini, ... Hydrology and Earth System Sciences 17 (12), 5041-5059, 2013 | 76 | 2013 |
Multifractal rainfall extremes: Theoretical analysis and practical estimation A Langousis, D Veneziano, P Furcolo, C Lepore Chaos, Solitons & Fractals 39 (3), 1182-1194, 2009 | 69 | 2009 |
Theoretical model of rainfall in tropical cyclones for the assessment of long‐term risk A Langousis, D Veneziano Journal of Geophysical Research: Atmospheres 114 (D2), 2009 | 64 | 2009 |
Precipitation, Treatise on Water Science, edited by P. Wilderer and S. Uhlenbrook, 2, 27–78 D Koutsoyiannis, A Langousis Academic Press, Oxford, 2011 | 62* | 2011 |
Probabilistic hydrological post-processing at scale: Why and how to apply machine-learning quantile regression algorithms G Papacharalampous, H Tyralis, A Langousis, AW Jayawardena, ... Water 11 (10), 2126, 2019 | 60 | 2019 |
New asymptotic and preasymptotic results on rainfall maxima from multifractal theory D Veneziano, A Langousis, C Lepore Water Resources Research 45 (11), W11421, 2009 | 60 | 2009 |
A parametric approach for simultaneous bias correction and high‐resolution downscaling of climate model rainfall A Mamalakis, A Langousis, R Deidda, M Marrocu Water Resources Research 53 (3), 2149-2170, 2017 | 58 | 2017 |
Spatiotemporal infectious disease modeling: a BME-SIR approach J Angulo, HL Yu, A Langousis, A Kolovos, J Wang, AE Madrid, ... PloS one 8 (9), e72168, 2013 | 53 | 2013 |
Scaling and fractals in hydrology D Veneziano, A Langousis Advances in data-based approaches for hydrologic modeling and forecasting …, 2010 | 53 | 2010 |
Marginal methods of intensity‐duration‐frequency estimation in scaling and nonscaling rainfall D Veneziano, C Lepore, A Langousis, P Furcolo Water Resources Research 43 (10), 2007 | 52 | 2007 |
A stochastic methodology for generation of seasonal time series reproducing overyear scaling behaviour A Langousis, D Koutsoyiannis Journal of Hydrology 322 (1-4), 138-154, 2006 | 42 | 2006 |