Sfoglia per Autore
Long-Term Structural Health Monitoring by Remote Sensing and Advanced Machine Learning
2024-01-01 Entezami, Alireza; Behkamal, Bahareh; De Michele, Carlo
Exploring the joint probability of precipitation and soil moisture over Europe using copulas
2024-01-01 Cammalleri, Carmelo; De Michele, Carlo; Toreti, Andrea
A Parsimonious Yet Robust Regression Model for Predicting Limited Structural Responses of Remote Sensing
2023-01-01 Entezami, Alireza; Behkamal, Bahareh; De Michele, Carlo; Mariani, Stefano
A Comparative Study on Structural Displacement Prediction by Kernelized Regressors under Limited Training Data
2023-01-01 Entezami, Alireza; Behkamal, Bahareh; De Michele, Carlo; Mariani, Stefano
Regression Tree Ensemble to Forecast Thermally Induced Responses of Long-Span Bridges
2023-01-01 Entezami, Alireza; Behkamal, Bahareh; De Michele, Carlo; Mariani, Stefano
A Replicable Open-Source Multi-Camera System for Low-Cost 4D Glacier
2023-01-01 Ioli, F.; Bruno, E.; Calzolari, D.; Galbiati, M.; Mannocchi, A.; Manzoni, P.; Martini, M.; Bianchi, A.; Cina, A.; De Michele, C.; Pinto, L.
On continuous health monitoring of bridges under serious environmental variability by an innovative multi-task unsupervised learning method
2023-01-01 Entezami, A; Sarmadi, H; Behkamal, B; De Michele, C
Investigation of Temperature Effects into Long-Span Bridges via Hybrid Sensing and Supervised Regression Models
2023-01-01 Behkamal, B; Entezami, A; De Michele, C; Arslan, An
Probabilistic data self-clustering based on semi-parametric extreme value theory for structural health monitoring
2023-01-01 Sarmadi, Hassan; Entezami, Alireza; De Michele, Carlo
Elimination of Thermal Effects from Limited Structural Displacements Based on Remote Sensing by Machine Learning Techniques
2023-01-01 Behkamal, B; Entezami, A; De Michele, C; Arslan, An
Detection of extreme rainfall events by a network of microwave links in the area of Milan
2022-01-01 Nebuloni, Roberto; Cazzaniga, Greta; Deidda, Cristina; D'Amico, Michele; De Michele, Carlo
Non-parametric empirical machine learning for short-term and long-term structural health monitoring
2022-01-01 Entezami, A.; Shariatmadar, H.; De Michele, C.
Trivariate joint frequency analysis of water resources deficiency signatures using vine copulas
2022-01-01 Nazeri Tahroudi, M.; Ramezani, Y.; De Michele, C.; Mirabbasi, R.
Multivariate analysis of rainfall and its deficiency signatures using vine copulas
2022-01-01 Nazeri Tahroudi, M.; Ramezani, Y.; de Michele, C.; Mirabbasi, R.
Bivariate Simulation of Potential Evapotranspiration Using Copula-GARCH Model
2022-01-01 Nazeri-Tahroudi, M.; Ramezani, Y.; De Michele, C.; Mirabbasi, R.
Past, Present and Future Perspectives of Seasonal Prediction of Indian Summer Monsoon Rainfall: A Review
2022-01-01 Madolli, M. J.; Himanshu, S. K.; Patro, E. R.; De Michele, C.
Mid-term monitoring of glacier’s variations with UAVs: The example of the belvedere glacier
2022-01-01 Ioli, F.; Bianchi, A.; Cina, A.; De Michele, C.; Maschio, P.; Passoni, D.; Pinto, L.
Real-time health monitoring of civil structures by online hybrid learning techniques using remote sensing and small displacement data
2022-01-01 Entezami, A.; De Michele, C.; Nadir Arslan, A.
Comparison of CML Rainfall Data against Rain Gauges and Disdrometers in a Mountainous Environment
2022-01-01 Nebuloni, Roberto; Cazzaniga, Greta; D’Amico, Michele; Deidda, Cristina; De Michele, Carlo
Hydrological response of a peri-urban catchment exploiting conventional and unconventional rainfall observations: the case study of Lambro Catchment
2022-01-01 Cazzaniga, Greta; De Michele, Carlo; D'Amico, Michele; Deidda, Cristina; Ghezzi, Antonio; Nebuloni, Roberto
Bridge collapse prediction by small displacement data from satellite images under long-term monitoring
2022-01-01 Entezami, A.; De Michele, C.; Nadir Arslan, A.
On the data-driven damage detection of offshore structures using statistical and clustering techniques under various uncertainty sources: An experimental study
2022-01-01 Salar, M.; Entezami, A.; Sarmadi, H.; De Michele, C.; Martinelli, L.
Probabilistic damage localization by empirical data analysis and symmetric information measure
2022-01-01 Entezami, A.; Sarmadi, H.; De Michele, C.
Partially online damage detection using long-term modal data under severe environmental effects by unsupervised feature selection and local metric learning
2022-01-01 Sarmadi, H.; Entezami, A.; Behkamal, B.; De Michele, C.
Vibration-based structural health monitoring of bridges based on a new unsupervised machine learning technique under varying environmental conditions
2022-01-01 Salar, M.; Entezami, A.; Sarmadi, H.; Behkamal, B.; De Michele, C.; Martinelli, L.
Detection of Partially Structural Collapse Using Long‐Term Small Displacement Data from Satellite Images
2022-01-01 Entezami, A.; De Michele, C.; Arslan, A. N.; Behkamal, B.
Online hybrid learning methods for real-time structural health monitoring using remote sensing and small displacement data
2022-01-01 Entezami, A.; Arslan, A. N.; De Michele, C.; Behkamal, B.
Commercial microwave links as rainfall input data in urban hydrological modelling
2021-01-01 Cazzaniga, Greta; De Michele, Carlo; Deidda, Cristina; D'Amico, Michele; Ghezzi, Antonio; Nebuloni, Roberto
Towards a compound-event-oriented climate model evaluation: A decomposition of the underlying biases in multivariate fire and heat stress hazards
2021-01-01 Villalobos-Herrera, R.; Bevacqua, E.; Ribeiro, A. F. S.; Auld, G.; Crocetti, L.; Mircheva, B.; Ha, M.; Zscheischler, J.; De Michele, C.
Causes of dependence between extreme floods
2021-01-01 Deidda, C.; Rahimi, L.; de Michele, C.
Snow depth time series retrieval by time-lapse photography: Finnish and Italian case studies
2021-01-01 Bongio, M.; Nadir Arslan, A.; Melih Tanis, C.; De Michele, C.
A novel data-driven method for structural health monitoring under ambient vibration and high-dimensional features by robust multidimensional scaling
2021-01-01 Entezami, Alireza; Sarmadi, Hassan; Salar, Masoud; De Michele, Carlo; Arslan, Ali Nadir
Bridge health monitoring in environmental variability by new clustering and threshold estimation methods
2021-01-01 Sarmadi, H.; Entezami, A.; Salar, M.; De Michele, C.
Nonparametric extrapolation of extreme quantiles: a comparison study
2021-01-01 Banfi, F.; Cazzaniga, G.; De Michele, C.
Accuracy of copernicus altimeter water level data in Italian rivers accounting for narrow river sections
2021-01-01 Deidda, C.; De Michele, C.; Arslan, A. N.; Pecora, S.; Taburet, N.
Guidelines for Studying Diverse Types of Compound Weather and Climate Events
2021-01-01 Bevacqua, E.; De Michele, C.; Manning, C.; Couasnon, A.; Ribeiro, A. F. S.; Ramos, A. M.; Vignotto, E.; Bastos, A.; Blesic, S.; Durante, F.; Hillier, J.; Oliveira, S. C.; Pinto, J. G.; Ragno, E.; Rivoire, P.; Saunders, K.; van der Wiel, K.; Wu, W.; Zhang, T.; Zscheischler, J.
Assessing the energy potential of modernizing the European hydropower fleet
2021-01-01 Quaranta, E.; Aggidis, G.; Boes, R. M.; Comoglio, C.; De Michele, C.; Ritesh Patro, E.; Georgievskaia, E.; Harby, A.; Kougias, I.; Muntean, S.; Perez-Diaz, J.; Romero-Gomez, P.; Rosa-Clot, M.; Schleiss, A. J.; Vagnoni, E.; Wirth, M.; Pistocchi, A.
Flood routing via a copula-based approach
2021-01-01 Tahroudi, M. N.; Ramezani, Y.; de Michele, C.; Mirabbasi, R.
Origin and variability of statistical dependencies between peak, volume, and duration of rainfall-driven flood events
2021-01-01 Rahimi, L.; Deidda, C.; De Michele, C.
Rainfall estimate using Commercial Microwave Links (CML): first outcomes of the MOPRAM project
2020-01-01 Nebuloni, R.; D'Amico, M.; Cazzaniga, G.; De Michele, C.; Deidda, C.
Calculating the hydrological response of a mountain catchment using conventional and unconventional (CML) rainfall observations: the case study of Mallero catchment
2020-01-01 Cazzaniga, G.; De Michele, C.; Deidda, C.; D'Amico, M.; Ghezzi, A.; Nebuloni, R.; Sileo, A.
On the Use of Minimum and Maximum Attenuation for Retrieving Rainfall Intensity Through Commercial Microwave Links
2020-01-01 Nebuloni, R.; D'Amico, Michele; Cazzaniga, G.; DE MICHELE, Carlo
A New Method for Joint Frequency Analysis of Modified Precipitation Anomaly Percentage and Streamflow Drought Index Based on the Conditional Density of Copula Functions
2020-01-01 Nazeri Tahroudi, M.; Ramezani, Y.; De Michele, C.; Mirabbasi, R.
Comparing MODIS snow products Collection 5 with Collection 6 over Italian Central Apennines
2020-01-01 Da Ronco, P.; Avanzi, F.; De Michele, C.; Notarnicola, C.; Schaefli, B.
One, no one, and one hundred thousand: The paradigm of the Z–R relationship
2020-01-01 Ignaccolo, M.; de Michele, C.
Dependence Types in a Binarized Precipitation Network
2020-01-01 De Michele, C.; Meroni, V.; Rahimi, L.; Deidda, C.; Ghezzi, A.
Analyzing the conditional behavior of rainfall deficiency and groundwater level deficiency signatures by using copula functions
2020-01-01 Tahroudi, M. N.; Ramezani, Y.; De Michele, C.; Mirabbasi, R.
On the statistical analysis of rainstorm events between historical (1777–1907) and modern (1961–2010) periods in Seoul, Korea
2020-01-01 Jun, C.; Qin, X.; Tung, Y. -K.; De Michele, C.
Water-energy nexus for an Italian storage hydropower plant under multiple drivers
2019-01-01 Bonato, M.; Ranzani, A.; Patro, E. R.; Gaudard, L.; De Michele, C.
Advances in deriving the exact distribution of maximum annual daily precipitation
2019-01-01 De Michele, C.
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