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statistical hydrology, hydrometeorology, snow modeling, natural hazards, multivariate modeling
Italy

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Employment (1)

Politecnico di Milano: Milano, Lombardia, IT

2019-06-01 to present | Professor of Hydrology and Water Engineering (Civil and Environmental Engineering Department)
Employment
Source: Self-asserted source
Carlo De Michele

Education and qualifications (1)

Politecnico di Milano: Milano, Lombardia, IT

1995-04-01 to 1998-04-04 | PhD (Department of Hydraulics, Environmental, and Surveying Engineering)
Qualification
Source: Self-asserted source
Carlo De Michele

Works (50 of 178)

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Page 1 of 4

Displacement prediction for long-span bridges via limited remote sensing images: An adaptive ensemble regression method

Measurement
2025-03 | Journal article
Contributors: Alireza Entezami; Bahareh Behkamal; Carlo De Michele; Stefano Mariani
Source: check_circle
Crossref

Advanced ML Methods: Bridging SAR Images and Structural Health Monitoring

2024 | Book chapter
Contributors: Alireza Entezami; Bahareh Behkamal; Carlo De Michele
Source: check_circle
Crossref

Conclusions and Prospects for Structural Health Monitoring

2024 | Book chapter
Contributors: Alireza Entezami; Bahareh Behkamal; Carlo De Michele
Source: check_circle
Crossref

From Theory to Reality: Advanced SHM Methods to the Tadcaster Bridge

2024 | Book chapter
Contributors: Alireza Entezami; Bahareh Behkamal; Carlo De Michele
Source: check_circle
Crossref

Long-Term Structural Health Monitoring by Remote Sensing and Advanced Machine Learning

2024 | Book
Contributors: Alireza Entezami; Bahareh Behkamal; Carlo De Michele
Source: check_circle
Crossref

Pioneering Remote Sensing in Structural Health Monitoring

2024 | Book chapter
Contributors: Alireza Entezami; Bahareh Behkamal; Carlo De Michele
Source: check_circle
Crossref

Simulating Reality: Numerical Assessments of a Bridge Health Monitoring

2024 | Book chapter
Contributors: Alireza Entezami; Bahareh Behkamal; Carlo De Michele
Source: check_circle
Crossref

Risk analysis of inflow to the Zayandehrud Dam under historical and future scenarios using reliability, resiliency, and vulnerability indicators: a comparative study of the runoff risk index and runoff risk ranking methods

Water Reuse
2024-12-13 | Journal article
Contributors: Mohammad Mahdi Dorafshan; Mohammad Hossein Golmohammadi; Carlo De Michele; Saeid Eslamian
Source: check_circle
Crossref

Historical changes in the Causal Effect Networks of compound hot and dry extremes in central Europe

Communications Earth & Environment
2024-12-12 | Journal article
Contributors: Yinglin Tian; Domenico Giaquinto; Giorgia Di Capua; Judith N. Claassen; Javed Ali; Hao Li; Carlo De Michele
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An ensemble of meteorological stations for estimating daily air temperature time series at Jungfraujoch since 1864

2024-11-27 | Preprint
Contributors: Marco Bongio; Carlo De Michele; Riccardo Scotti
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Changes in the causal effect networks of single and compound extreme hot and dry events in Central Europe

2024-11-27 | Preprint
Contributors: Giorgia Di Capua; Yinglin Tian; Domenico Giaquinto; Judith Claassen; Javed Ali; Hao Li; Carlo De Michele
Source: check_circle
Crossref

Temporal clustering of rainfall for landslides detection

2024-11-27 | Preprint
Contributors: Fabiola Banfi; Emanuele Bevacqua; Pauline Rivoire; Sérgio C. Oliveira; Joaquim G. Pinto; Alexandre M. Ramos; Carlo De Michele
Source: check_circle
Crossref

Temporal clustering of precipitation for detection of potential landslides

Natural Hazards and Earth System Sciences
2024-08-09 | Journal article
Contributors: Fabiola Banfi; Emanuele Bevacqua; Pauline Rivoire; Sérgio C. Oliveira; Joaquim G. Pinto; Alexandre M. Ramos; Carlo De Michele
Source: check_circle
Crossref

A systematic correlation analysis for regression model selection: Application to bridge response prediction using contact and remote sensor systems

e-Journal of Nondestructive Testing
2024-07 | Journal article
Contributors: Alireza Entezami; Bahareh Behkamal; Carlo De michele; Stefano Mariani
Source: check_circle
Crossref

An innovative predictive method based on supervised teacher-student learning for forecasting limited structural responses of long-span bridges from satellite images

e-Journal of Nondestructive Testing
2024-07 | Journal article
Contributors: Alireza Entezami; Bahareh Behkamal; Carlo De michele; Stefano Mariani
Source: check_circle
Crossref

Application of regression and remote sensing technology for determining sufficiency of contact-based sensors in long-term SHM of civil structures

e-Journal of Nondestructive Testing
2024-07 | Journal article
Contributors: Alireza Entezami; Bahareh Behkamal; Carlo De michele; Stefano Mariani
Source: check_circle
Crossref

Rainfall Observation Leveraging Raindrop Sounds Acquired Using Waterproof Enclosure: Exploring Optimal Length of Sounds for Frequency Analysis

Sensors
2024-07-01 | Journal article
Contributors: Seunghyun Hwang; Changhyun Jun; Carlo De Michele; Hyeon-Joon Kim; Jinwook Lee
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grade
Preferred source (of 2)‎

Temporal Clustering of Precipitation Driving Landslides Over the Italian Territory

Earth's Future
2024-05 | Journal article
Contributors: F. Banfi; C. De Michele
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Building databases of multi-hazards and compound events

2024-03-11 | Preprint
Contributors: Carlo De Michele; Fabiola Banfi
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Understanding the cost of soil erosion: An assessment of the sediment removal costs from the reservoirs of the European Union

Journal of Cleaner Production
2024-01 | Journal article
Contributors: Panos Panagos; Francis Matthews; Edouard Patault; Carlo De Michele; Emanuele Quaranta; Nejc Bezak; Konstantinos Kaffas; Epari Ritesh Patro; Christian Auel; Anton J. Schleiss et al.
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Exploring the joint probability of precipitation and soil moisture over Europe using copulas

Hydrology and Earth System Sciences
2024-01-05 | Journal article
Contributors: Carmelo Cammalleri; Carlo De Michele; Andrea Toreti
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Asymmetric Dependence in Hydrological Extremes

Water Resources Research
2023-12 | Journal article
Contributors: Cristina Deidda; Sebastian Engelke; Carlo De Michele
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Temporal clustering of precipitation for detection of potential landslides

2023-12-12 | Preprint
Contributors: Fabiola Banfi; Emanuele Bevacqua; Pauline Rivoire; Sérgio C. Oliveira; Joaquim G. Pinto; Alexandre M. Ramos; Carlo De Michele
Source: check_circle
Crossref

A Comparative Study on Structural Displacement Prediction by Kernelized Regressors under Limited Training Data

2023-11-15 | Conference paper
Contributors: Alireza Entezami; Bahareh Behkamal; Carlo De Michele; Stefano Mariani
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Crossref

A Parsimonious Yet Robust Regression Model for Predicting Limited Structural Responses of Remote Sensing

2023-11-15 | Conference paper
Contributors: Alireza Entezami; Bahareh Behkamal; Carlo De Michele; Stefano Mariani
Source: check_circle
Crossref

Regression Tree Ensemble to Forecast Thermally Induced Responses of Long-Span Bridges

2023-11-15 | Conference paper
Contributors: Alireza Entezami; Bahareh Behkamal; Carlo De Michele; Stefano Mariani
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Crossref

Investigating an extreme precipitation network with a threshold on the interest factor

Physica A: Statistical Mechanics and its Applications
2023-09 | Journal article
Contributors: Viola Meroni; Carlo De Michele
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Investigation of Temperature Effects into Long-Span Bridges via Hybrid Sensing and Supervised Regression Models

Remote Sensing
2023-07-12 | Journal article
Contributors: Bahareh Behkamal; Alireza Entezami; Carlo De Michele; Ali Nadir Arslan
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Crossref
grade
Preferred source (of 2)‎

Exploring the joint probability of precipitation and soil moisture over Europe using copulas

2023-06-28 | Preprint
Contributors: Carmelo Cammalleri; Carlo De Michele; Andrea Toreti
Source: check_circle
Crossref

Elimination of Thermal Effects from Limited Structural Displacements Based on Remote Sensing by Machine Learning Techniques

Remote Sensing
2023-06-13 | Journal article
Contributors: Bahareh Behkamal; Alireza Entezami; Carlo De Michele; Ali Nadir Arslan
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Crossref
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Bivariate modeling of flood peak and volume for assessing the hydrological safety of dams

2023-05-15 | Preprint
Contributors: Epari Ritesh Patro; Greta Cazzaniga; Carlo De Michele
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Compound events from the databases

2023-05-15 | Preprint
Contributors: Carlo De Michele; Fabiola Banfi; Viola Meroni
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Exploring the asymmetric dependence in hydrologic extremes

2023-05-15 | Preprint
Contributors: Cristina Deidda; Sebastian Engelke; Carlo De Michele
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Liquid water content in a seasonal snowpack: a comparison between satellite products and model simulations

2023-05-15 | Preprint
Contributors: Greta Cazzaniga; Ali Nadir Arslan; Carlo De Michele
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Crossref

Temporal compounding of precipitation and its occurrence before landslide events over the Italian territory

2023-05-15 | Preprint
Contributors: Fabiola Banfi; Carlo De Michele
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A REPLICABLE OPEN-SOURCE MULTI-CAMERA SYSTEM FOR LOW-COST 4D GLACIER MONITORING

The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences
2023-04-21 | Journal article
Contributors: F. Ioli; E. Bruno; D. Calzolari; M. Galbiati; A. Mannocchi; P. Manzoni; M. Martini; A. Bianchi; A. Cina; C. De Michele et al.
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Application of copula-based and ARCH-based models in storm prediction

Theoretical and Applied Climatology
2023-02 | Journal article
Contributors: Yousef Ramezani; Mohammad Nazeri Tahroudi; Carlo De Michele; Rasoul Mirabbasi
Source: check_circle
Crossref

Asymmetric dependence in hydrological extremes

2023-02-09 | Preprint
Contributors: Cristina Deidda; Sebastian Engelke; Carlo De Michele
Source: check_circle
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Application of copula‐based approach as a new data‐driven model for downscaling the mean daily temperature

International Journal of Climatology
2023-01 | Journal article
Contributors: Mohammad Nazeri Tahroudi; Yousef Ramezani; Carlo De Michele; Rasoul Mirabbasi
Source: check_circle
Crossref

Compound flood hazard at Lake Como, Italy, is driven by temporal clustering of rainfall events

Communications Earth & Environment
2022-10-08 | Journal article
Contributors: Fabiola Banfi; Carlo De Michele
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Crossref

Online Hybrid Learning Methods for Real-Time Structural Health Monitoring Using Remote Sensing and Small Displacement Data

Remote Sensing
2022-07-12 | Journal article
Contributors: Alireza Entezami; Ali Nadir Arslan; Carlo De Michele; Bahareh Behkamal
Source: check_circle
Crossref
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Detection of extreme rainfall events by a network of microwave links in the area of Milan

2022-07-07 | Preprint
Contributors: Roberto Nebuloni; Greta Cazzaniga; Cristina Deidda; Michele D'Amico; Carlo De Michele
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Detection of Partially Structural Collapse Using Long-Term Small Displacement Data from Satellite Images

Sensors
2022-06-30 | Journal article
Contributors: Alireza Entezami; Carlo De Michele; Ali Nadir Arslan; Bahareh Behkamal
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grade
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Trivariate joint frequency analysis of water resources deficiency signatures using vine copulas

Applied Water Science
2022-04 | Journal article
Contributors: Mohammad Nazeri Tahroudi; Yousef Ramezani; Carlo De Michele; Rasoul Mirabbasi
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Hydrological response of a peri-urban catchment exploiting conventional and unconventional rainfall observations: the case study of Lambro Catchment

Hydrology and Earth System Sciences
2022-04-27 | Journal article
Contributors: Greta Cazzaniga; Carlo De Michele; Michele D'Amico; Cristina Deidda; Antonio Ghezzi; Roberto Nebuloni
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Comparison of CML Rainfall Data against Rain Gauges and Disdrometers in a Mountainous Environment

Sensors
2022-04-22 | Journal article
Contributors: Roberto Nebuloni; Greta Cazzaniga; Michele D’Amico; Cristina Deidda; Carlo De Michele
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grade
Preferred source (of 2)‎

Multivariate analysis of rainfall and its deficiency signatures using vine copulas

International Journal of Climatology
2022-03-30 | Journal article
Contributors: Mohammad Nazeri Tahroudi; Yousef Ramezani; Carlo de Michele; Rasoul Mirabbasi
Source: check_circle
Crossref

Investigating compound flooding in Como

2022-03-28 | Preprint
Contributors: Fabiola Banfi; Carlo De Michele
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Time-lapse stereo-cameras and photogrammetry for continuous 3D monitoring of an alpine glacier

2022-03-28 | Preprint
Contributors: Francesco Ioli; Alberto Bianchi; Alberto Cina; Carlo De Michele; Livio Pinto
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Guidelines for studying diverse types of compound weather and climate events

2022-03-27 | Preprint
Contributors: Emanuele Bevacqua; Carlo De Michele; Colin Manning; Anaïs Couasnon; Andreia F. S. Ribeiro; Alexandre M. Ramos; Edoardo Vignotto; Ana Bastos; Suzana Blesić; Fabrizio Durante et al.
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Peer review (3 reviews for 2 publications/grants)

Review activity for Environmental modelling & software (2)
Review activity for Stochastic environmental research and risk assessment. (1)