Development and assessment of uni- and multivariable flood loss models for Emilia-Romagna (Italy)
暂无分享,去创建一个
Heidi Kreibich | Kai Schröter | Francesca Carisi | Alessio Domeneghetti | Attilio Castellarin | H. Kreibich | K. Schröter | A. Castellarin | A. Domeneghetti | F. Carisi
[1] H. L. Miller,et al. Climate Change 2007: The Physical Science Basis , 2007 .
[2] Bruno Merz,et al. Review article "Assessment of economic flood damage" , 2010 .
[3] S. Schneider,et al. Climate Change 2007 Synthesis report , 2008 .
[4] Xiaohong Chen,et al. Flood hazard risk assessment model based on random forest , 2015 .
[5] A. Thieken,et al. Adaptability and transferability of flood loss functions in residential areas , 2013 .
[6] Richard A. Olshen,et al. CART: Classification and Regression Trees , 1984 .
[7] J.A.E. Ten Veldhuis,et al. Decision-tree analysis of factors influencing rainfall-related building structure and content damage , 2014 .
[8] F. Ballio,et al. Le curve di danno quale strumento a supporto della direttiva alluvioni: criticita’ dei dati italiani , 2012 .
[9] P. Bates,et al. Optimal Cross-Sectional Spacing in Preissmann Scheme 1D Hydrodynamic Models , 2009 .
[10] Francesca Carisi,et al. Evolution of flood risk over large areas: Quantitative assessment for the Po river , 2015 .
[11] Heiko Apel,et al. Flood risk analyses—how detailed do we need to be? , 2009 .
[12] B. Merz,et al. Estimation uncertainty of direct monetary flood damage to buildings , 2004 .
[13] Andy Liaw,et al. Classification and Regression by randomForest , 2007 .
[14] A. R. Scorzini,et al. Flood damage curves: new insights from the 2010 flood in Veneto, Italy , 2017 .
[15] Hans de Moel,et al. Uncertainty and sensitivity of flood risk calculations for a dike ring in the south of the Netherlands. , 2014, The Science of the total environment.
[16] Bruno Merz,et al. Multi-variate flood damage assessment: a tree-based data-mining approach , 2013 .
[17] Shinichi Morishita,et al. On Classification and Regression , 1998, Discovery Science.
[18] Marta Chiarle,et al. A model for estimating flood damage in Italy: preliminary results , 2006 .
[19] B. Merz,et al. Flood risk curves and uncertainty bounds , 2009 .
[20] H. Moel,et al. Effect of uncertainty in land use, damage models and inundation depth on flood damage estimates , 2011 .
[21] Bruno Merz,et al. Probabilistic flood hazard mapping: effects of uncertain boundary conditions , 2013 .
[22] B. Merz,et al. Development of FLEMOcs – a new model for the estimation of flood losses in the commercial sector , 2010 .
[23] B. Merz,et al. Flood Risk Mapping At The Local Scale: Concepts and Challenges , 2007 .
[24] Nicola Berni,et al. Ex post damage assessment: an Italian experience , 2014 .
[25] Jeroen C. J. H. Aerts,et al. Uncertainty and sensitivity analysis of coastal flood damage estimates in the west of the Netherlands , 2012 .
[26] Paul D. Bates,et al. The TELEMAC modelling system - Special issue , 2000 .
[27] J. Féral,et al. IPCC, 2014 - Climate Change 2014 : Synthesis Report. , 2015 .
[28] Solomon Tesfamariam,et al. Earthquake induced damage classification for reinforced concrete buildings , 2010 .
[29] Jeroen C. J. H. Aerts,et al. Comparative flood damage model assessment: towards a European approach , 2012 .
[30] C. Arrighi,et al. Urban micro-scale flood risk estimation with parsimonious hydraulic modelling and census data , 2013 .
[31] Tuan Ngo,et al. Calibration and validation of FLFA rs -- a new flood loss function for Australian residential structures , 2016 .
[32] B. Merz,et al. Flood-risk mapping: contributions towards an enhanced assessment of extreme events and associated risks , 2006 .
[33] F. Dottori,et al. A methodology for flood susceptibility and vulnerability analysis in complex flood scenarios , 2018 .
[34] J. Chatterton,et al. The Benefits of Flood and Coastal Risk Management: A Handbook of Assessment Techniques , 2005 .
[35] Bruno Merz,et al. Probabilistic, Multivariable Flood Loss Modeling on the Mesoscale with BT‐FLEMO , 2017, Risk analysis : an official publication of the Society for Risk Analysis.
[36] D. I. Smith. Flood damage estimation - A review of urban stage-damage curves and loss functions , 1994 .
[37] S. M. de Jong,et al. River flood damage assessment using Ikonos imagery , 2001 .
[38] P. Bubeck,et al. How reliable are projections of future flood damage , 2011 .
[39] Jaroslav Mysiak,et al. Improving flood damage assessment models in Italy , 2015, Natural Hazards.
[40] G. La Loggia,et al. Uncertainty in urban flood damage assessment due to urban drainage modelling and depth-damage curve estimation. , 2010, Water science and technology : a journal of the International Association on Water Pollution Research.
[41] R. Pachauri,et al. IPCC, Climate Change : Synthesis Report. , 2016 .
[42] E. Penning-Rowsell,et al. Flood risk assessments at different spatial scales , 2015, Mitigation and Adaptation Strategies for Global Change.
[43] Leo Breiman,et al. Random Forests , 2001, Machine Learning.
[44] Ana Iglesias,et al. Physical and economic consequences of climate change in Europe , 2011, Proceedings of the National Academy of Sciences.
[45] Bruno Merz,et al. Floods and climate: emerging perspectives for flood risk assessment and management , 2014 .
[46] George C. Runger,et al. Gene selection with guided regularized random forest , 2012, Pattern Recognit..
[47] Francesca Carisi,et al. Is anthropogenic land subsidence a possible driver of riverine flood-hazard dynamics? A case study in Ravenna, Italy , 2017 .
[48] Nicole Goutal,et al. TELEMAC: A new numerical model for solving shallow water equations , 1991 .
[49] Roger Alexander Falconer,et al. Flood hazard assessment for extreme flood events , 2016, Natural Hazards.
[50] C. Briere,et al. Assessment of TELEMAC system performances, a hydrodynamic case study of Anglet, France , 2007 .
[51] Paolo Mignosa,et al. Simulation of the January 2014 flood on the Secchia River using a fast and high-resolution 2D parallel shallow-water numerical scheme , 2015, Natural Hazards.
[52] S. Menoni,et al. The RISPOSTA procedure for the collection, storage and analysis of high quality, consistent and reliable damage data in the aftermath of floods , 2018 .
[53] Bruno Merz,et al. How useful are complex flood damage models? , 2014 .
[54] Dennis J. Parker,et al. Evaluating flood damages: guidance and recommendations on principles and methods executive summary , 2007 .
[55] J. Barredo. Normalised flood losses in Europe: 1970-2006 , 2009 .
[56] Heidi Kreibich,et al. Multi-model ensembles for assessment of flood losses and associated uncertainty , 2018 .
[57] Francesco Dottori,et al. INSYDE: a synthetic, probabilistic flood damage model based on explicit cost analysis , 2016 .
[58] Heidi Kreibich,et al. A Review of Flood Loss Models as Basis for Harmonization and Benchmarking , 2016, PloS one.
[59] B. Merz,et al. Tracing the value of data for flood loss modelling , 2016 .
[60] Animesh K. Gain,et al. Multi-Variate Analyses of Flood Loss in Can Tho City, Mekong Delta , 2015 .
[61] B. Merz,et al. Is flow velocity a significant parameter in flood damage modelling , 2009 .
[62] Annegret H. Thieken,et al. Review article: assessing the costs of natural hazards - state of the art and knowledge gaps , 2013 .
[63] L. Feyen,et al. Fluvial flood risk in Europe in present and future climates , 2012, Climatic Change.
[64] Tuan Ngo,et al. Flood loss modelling with FLF-IT: a new flood loss function for Italian residential structures , 2017 .
[65] H. Kreibich,et al. Influence of flood frequency on residential building losses , 2010 .
[66] J. Albertson,et al. Evidence of an emerging levee failure mechanism causing disastrous floods in Italy , 2015 .
[67] Daniela Molinari,et al. On the modeling of significance for flood damage assessment , 2014 .
[68] B. Merz,et al. Development and evaluation of FLEMOps - a new Flood Loss Estimation MOdel for the private sector , 2008 .
[69] Ioan Sporea,et al. Computer aided diagnosis method for steatosis rating in ultrasound images using random forests. , 2013, Medical ultrasonography.