List of works - Francesca Pianosi

A Matlab toolbox for Global Sensitivity Analysis

article

A large-scale simulation model to assess karstic groundwater recharge over Europe and the Mediterranean

article

A mechanistic approach to include climate change and unplanned urban sprawl in landslide susceptibility maps

scientific article published in February 2023

A simple and efficient method for global sensitivity analysis based on cumulative distribution functions

article

ANN-based representation of parametric and residual uncertainty of models

An argument-driven classification and comparison of reservoir operation optimization methods

scientific article published in June 2019

Artificial Neural Networks and Multi Objective Genetic Algorithms for water resources management: an application to the Hoabinh reservoir in Vietnam

scholarly article by Francesca Pianosi et al published January 2011 in IFAC postprint volumes IPPV / International Federation of Automatic Control

Assessing rainfall-runoff models for the management of Lake Verbano

article

Assessing the value of seasonal hydrological forecasts for improving water resource management: insights from a pilot application in the UK

scientific article published in 2020

Comparison of variance-based and moment-independent global sensitivity analysis approaches by application to the SWAT model

Computational Models for Environmental Systems

Curses, Tradeoffs, and Scalable Management: Advancing Evolutionary Multiobjective Direct Policy Search to Improve Water Reservoir Operations

Dealing with deep uncertainties in landslide modelling for disaster risk reduction under climate change

scholarly article by Susana Almeida et al published 21 February 2017 in Natural Hazards and Earth System Sciences

Distribution-based sensitivity analysis from a generic input-output sample

Global Sensitivity Analysis of environmental models: Convergence and validation

Improving flow forecasting by error correction modelling in altered catchment conditions

Integration, participation and optimal control in water resources planning and management

Making the most of data: An information selection and assessment framework to improve water systems operations

Matlab/R workflows to assess critical choices in Global Sensitivity Analysis using the SAFE toolbox

scientific article published on 30 September 2019

Multi-objective fitted Q-iteration: Pareto frontier approximation in one single run

On doing hydrology with dragons: Realizing the value of perceptual models and knowledge accumulation

scientific article published on 11 August 2021

On the evaluation of climate change impact models

scientific article published in 2022

Optimizing Watershed Management by Coordinated Operation of Storing Facilities

Quantifying the importance of spatial resolution and other factors through global sensitivity analysis of a flood inundation model

Quantifying the relationship between flood and wind damage over North-West Europe, in a present and future climate

scientific article published on 27 March 2022

Receding horizon control for water resources management

Sensitivity Analysis of Environmental Models: A Systematic Review with Practical Workflow

article

Sensitivity analysis of environmental models: A systematic review with practical workflow

article

Tree-based Fitted Q-iteration for Multi-Objective Markov Decision problems

Trend detection in seasonal data: from hydrology to water resources

scholarly article by Daniela Anghileri et al published April 2014 in Journal of Hydrology

Understanding the time-varying importance of different uncertainty sources in hydrological modelling using global sensitivity analysis

Use of Reservoir Operation Optimization Methods in Practice: Insights from a Survey of Water Resource Managers

scientific article published in 2020

V2Karst V1.0: A parsimonious large-scale integrated vegetation-recharge model to simulate the impact of climate and land cover change in karst regions

V2Karst V1.1: a parsimonious large-scale integrated vegetation–recharge model to simulate the impact of climate and land cover change in karst regions

scientific article published in 2018

Value of long-term streamflow forecasts to reservoir operations for water supply in snow-dominated river catchments

article published in 2016

List of works by Francesca Pianosi

A Matlab toolbox for Global Sensitivity Analysis

A large-scale simulation model to assess karstic groundwater recharge over Europe and the Mediterranean

A mechanistic approach to include climate change and unplanned urban sprawl in landslide susceptibility maps

A simple and efficient method for global sensitivity analysis based on cumulative distribution functions

ANN-based representation of parametric and residual uncertainty of models

An argument-driven classification and comparison of reservoir operation optimization methods

Artificial Neural Networks and Multi Objective Genetic Algorithms for water resources management: an application to the Hoabinh reservoir in Vietnam

Assessing rainfall-runoff models for the management of Lake Verbano

Assessing the value of seasonal hydrological forecasts for improving water resource management: insights from a pilot application in the UK

Comparison of variance-based and moment-independent global sensitivity analysis approaches by application to the SWAT model

Computational Models for Environmental Systems

Curses, Tradeoffs, and Scalable Management: Advancing Evolutionary Multiobjective Direct Policy Search to Improve Water Reservoir Operations

Dealing with deep uncertainties in landslide modelling for disaster risk reduction under climate change

Distribution-based sensitivity analysis from a generic input-output sample

Global Sensitivity Analysis of environmental models: Convergence and validation

Improving flow forecasting by error correction modelling in altered catchment conditions

Integration, participation and optimal control in water resources planning and management

Making the most of data: An information selection and assessment framework to improve water systems operations

Matlab/R workflows to assess critical choices in Global Sensitivity Analysis using the SAFE toolbox

Multi-objective fitted Q-iteration: Pareto frontier approximation in one single run

On doing hydrology with dragons: Realizing the value of perceptual models and knowledge accumulation

On the evaluation of climate change impact models

Optimizing Watershed Management by Coordinated Operation of Storing Facilities

Quantifying the importance of spatial resolution and other factors through global sensitivity analysis of a flood inundation model

Quantifying the relationship between flood and wind damage over North-West Europe, in a present and future climate

Receding horizon control for water resources management

Sensitivity Analysis of Environmental Models: A Systematic Review with Practical Workflow

Sensitivity analysis of environmental models: A systematic review with practical workflow

Tree-based Fitted Q-iteration for Multi-Objective Markov Decision problems

Trend detection in seasonal data: from hydrology to water resources

Understanding the time-varying importance of different uncertainty sources in hydrological modelling using global sensitivity analysis

Use of Reservoir Operation Optimization Methods in Practice: Insights from a Survey of Water Resource Managers

V2Karst V1.0: A parsimonious large-scale integrated vegetation-recharge model to simulate the impact of climate and land cover change in karst regions

V2Karst V1.1: a parsimonious large-scale integrated vegetation–recharge model to simulate the impact of climate and land cover change in karst regions

Value of long-term streamflow forecasts to reservoir operations for water supply in snow-dominated river catchments

Valuing hydrological alteration in multi-objective water resources management

Water reservoir control under economic, social and environmental constraints