Theses
Theses Topics
T1. From genesis to dissipation: using machine learning to track tropical cyclones in reanalysis datasets
T2. Impact-based flood detection and mapping using machine learning
T3. Improving sub-seasonal drought forecasts via Machine Learning
T4. Detection and prediction of heatwaves and warm nights
T5. Advancing water reservoir operations by leveraging spatial weather and climate data via deep Reinforcement Learning
T6. Reducing complexity in many-objective water resource optimization problems through linear and non-linear dimensionality reduction techniques
T7. Evaluating the impact of hydropower projects on ecosystem services for energy system planning in Africa
T8. Reconstructing filling and operating rules of African water reservoirs via satellite observations
T9. Generating Snow Water Equivalent Time Series using Generative Adversarial Networks
T10. Recalibration of the total Snow Water Equivalent estimates in the Adda Basin via Machine Learning
T11. Social learning, risk analysis and behaviour modelling on climate change
T12. Enhancing droughts resilience via expansion of water storage infrastructures
The slides introducing the research projects and the theses’ proposals that were shown during the meeting on 27/01/2023 are available HERE.
Past Theses
Academic Year 2021-2022
Emma Krampe: Advancing the operation of a multi-reservoir system using global hydrological forecast products
Dennis Zanutto: Multi-timescale forecast-based direct policy search for water system control
Veronica Piuri: Integrating desalination and aquaponics in the Nile River Basin
Nicola Crippa: Assessing the value of seasonal forecasts in informing reservoir operations in the water-stressed Mediterranean basins
Federico Sala: Strategic dam planning in the Mekong River Basin accounting for GHGs emissions and river sediment connectivity
Academic Year 2020-2021
Simone Grosso: Power capacity expansion in the Southern African Power Pool: Synergies between hydropower and floating solar development
Kushagra Pandey: Advancing the generation of socio-economic scenarios in bottom-up vulnerability assessments
Luca Ferrari: Drivers of uncertainty, high-risk scenarios, and robust climate policies in RICE50+
Paolo Colombo: Analysis of the influence of a dense network of small reservoirs on drought evolution
Academic Year 2019-2020
Thomas Manzoni: Bayesian hierarchical forecasts reconciliation to inform water system control
Silvia Colombo: From efficiency to equity, assessing fairness in planning river basins development
Francesca Robba: Assessing the potential of seasonal drought forecasts for triggering drought management strategies
Davide Cananzi: Improving drought monitoring via machine learning: A new impact-based drought index
Luca Rampon: Integrating aquaponics technologies in strategic river basin management
Silvia Bossi: Strategic dam planning accounting for GreenHouse Gases emissions and river sediment connectivity
Fabio Gardella: The effects of climate and technology variation on the hybrid energy system design for small Mediterranean islands
Academic Year 2018-2019
Ilaria Chiricò: Robust design of dam heightening under climate change: a case study in the Swiss Alps
Marco Orbetelli: A data-driven approach to streamflow reconstruction using dendrochronological data
Giacomo Piraccini: Dam reoperation for controlling water-related diseases: the potential for floating solar to compensate hydropower losses
Francesco Semeria: Modelling the impact of dams on flood-recession agriculture in the Omo valley: a satellite-data based analysis
Alessandro Barbieri & Martina Daddi: Integrating hydrological constraints for hydropower in energy models:The case study of the Zambezi River Basin in the Southern African Power Pool
Luca Sasso: Re-designing reservoir capacity in snow dominated catchments to adapt to changing climate
Yousra Saudi: Assessing the value of hydroclimatic services for hydropower megadams
Giacomo Trombetta: From individualism to full cooperation: optimal operation of the Nile River basin reservoirs under varying levels of cooperation
Henrique Moreno Dumont Goulart: Assessing the operational value of forecast information under climate change
Academic Year 2017-2018
Maria Giulia Pelosi & Luca Monaco: Improved energy-water modelling for hydropower capacity expansion planning under climate change: a case study in the Zambezi River Basin
Vanessa Tesini: Integrated infrastructural and financial options to manage weather risk in a multipurpose regulated lake
Stefano Gallandra & Marco Sorrenti: Multi-objective optimal design of dam filling strategies: The Grand Ethiopian Renaissance Dam
Giorgio Falcini & Elena Muratore: The effects of climate and socio-economic changes on the design of off-grid hybrid energy systems
Sara Cazzaniga: How does uncertainty affect cooperation strategies in transboundary water resources systems? A case study on the Zambezi River Basin
Lucia Maletti: Evaluating the effects of land use change and hydropower development on sediment connectivity. The case study of the Omo river
Agostino Ghetti: Development of a high-resolution water consumption dataset with end-use diaries
Carlo Alberto Bordignon: Forecasting hourly energy price in the Swiss market. Model identification and application for accurate short-term forecasts
Riccardo Badagliacca & Linda Spinelli: Designing robust and sustainable development pathways in the Omo-Turkana basin
Lorenzo Caviglioni: Designing efficient reservoir filling strategies using seasonal drought forecasts
Giacomo Luoni: Modeling river fragmentation at pan-European scale
Academic Year 2016-2017
Barbara Benigni & Sebastian Raimondo: Robust planning of agricultural expansion in Zambezi river basin under climate and socio-economic changes
Angelo Carlino: Hydro-energy systems modeling in the Zambezi river basin: exploring benefits from soft model integration
Alessandro Gentile: Informing water reservoir operations with climate teleconnections
Luca Gianelli & Paolo Redo Bianchi: Water-related disease control via dam operation: balancing hydropower production and malaria spreading on Kariba reservoir
Valeria Penso: Discovering large-scale climate signals for seasonal meteorological forecasts in Africa
Marco Tangi: Balancing sediment starvation and hydropower production. The case study of the Vjosa river
Rachele Tarantola: The value of weather/streamflow forecasts for hydropower companies
Elena Fornari: Data-driven emulation modeling of an agricultural model to simulate crop productivity
Giulia Marchetti: Overall grain size mapping from Sentinel 2 images
Mattia Lanzani & Antonio Pecoraro: Balancing hydropower producing and fluvial connectivity in optimal large scale dam siting on the Mekong river
Academic Year 2015-2016
Martina Morlacchi: Unsupervised automatic detection of post meter leakage in residential settings
Sofia Rossi: A vulnerability analysis of the Red River basin, Vietnam, under co-varying climate and socio-economic changes
Chiara Samale: Improving seasonal forecast of hydroclimatic variables through the state of large-scale climate signals
Marika Squeri: Assessing the skill of seasonal meteorological forecast products for predicting droughts and water scarcity in highly regulated basins
Marta Zaniolo: Design and application of drought indexes in highly regulated Mediterranean water systems
Marta Andreoni: Pooling drought and flood related financial risk to manage conflict in multi-purpose Lake Maggiore water system
Jose Ramos: Agent-based modeling of innovation diffusion in agricultural systems
Giulio Camisani: Regional modelling of sediment connectivity in gravel-bed river networks. Modelling framework and application to the upper Po basin
Sui Xin: Index based analysis of climate change scenarios. Lake Como catchment case study
Federica Bertoni: Exploring the water-energy nexus in the Iberian Peninsula under climate change : a deterministic optimization approach
Academic Year 2014-2015
Ahmad Alsahaf: Projection- vs. Selection-based Model Reduction For Emulation Modeling in Water Resources Planning and Management Problems
Ylenia Casali: Using Canonical Correlation Analysis and Input Variable Selection to assess the effect of Sea Surface Temperature Anomalies on the Red River Basin, Vietnam
Slaven Conevski: Quantifying climate change- and human behavior-related uncertainties in agricultural water management
Alessia Goffi: Changes in the hydrological regime of the Red River Basin, Vietnam: the role of deforestation
Beatrice Sangalli: Hydro-economic analysis of the adaptation to climate change in the Jucar river system
Carolina Mesa & Carolina Trimino: ENSO detection for improving long-term streamflow forecasts in Kemano water system
H.V. Pham: Using ENSO information to improve the operation of the Hoa Binh reservoir, Vietnam
Martina Botter: Assessing the impact of climate change and price variability on alpine hydropower. A case study in the Swiss Alps
Federico Giudici: Advancing reservoir operation description in physically based hydrological models
Laura Bellagamba: Designing and assessing weather-based financial hedging contracts to mitigate water conflicts at the river basin scale
Andrea Moro & Luca Riva: Inferring and clustering residential water consumers’ routines by eigenbehavior modeling
Umberto Del Gobbo: Snow water equivalent retrieval using multitemporal SAR images to inform water systems operation
Maria Faragò: Forcing hydrological models with precipitation estimates from in-situ stations, remote sensing and weather models
Emanuele Gaiardelli: Development of a flexible synthetic generator of residential water consumption traces at the end-use level
Academic Year 2013-2014
Pardis Biglarbeigi: Many-objective Direct Policy Search in Dez and Karoun Multireservoir System, Iran
Alessandro Amaranto: Balancing fertilizer application and nitrate leaching in agricultural management: a multiobjective analysis
Luca Preatoni: The role of snow information in improving water management: the lake Como case study
Stefano Dellacorna: Coupling quality and quantity targets in the operation of a hydropower reservoir: a preliminary analysis
Pietro Richelli: Effects of climate change on hydrology and hydropower systems in the Italian Alps
Cristian Brivio: Modelli di regolazione dei serbatoi idroelettrici alpini e impatto delle energie rinnovabili sulla gestione
Academic Year 2012-2013
Simona Denaro: Balancing hydropower production and river bed incision in operating a run-of-river hydropower scheme along the river Po
Ludovica Beltrame & Daniele Carbonin: ENSO teleconnection patterns on large scale water resources systems
Andrea Cominola & Emanuele Mason: A framework to test multiple optimality principles in landscape evolution under river dynamics
Federica Remondi: Remote sensing of Tanzania wetlands: hydrology and model calibration
Daniele Spartà: Impact of deforestation on local precipitation patterns over the Da River basin, Vietnam
Andrea Ficchì: A centralized real time controller for reservoirs management on the Seine river using ensemble weather forecasting
Ralitsa Vassileva: Assessing dynamic emulation modelling of large environmental data
Academic Year 2011-2012
Matteo Mainardi: Coupling pre-season farmers planning and optimal water supply management to mitigate climate change impacts
Lorenzo Cozzi: Weather models as virtual sensors to data driven rainfall predictions in urban watersheds
Federica Andressi: An Hybrid Empiric-conceptual Model for the Integrated Management of Kafue River (Zambia)
Stefania Caietti: Improved dynamic emulation modelling by time series clustering: the case study of Marina Reservoir, Singapore
Yu Li & Bui Thi Hieu: Comprehensive analysis of hydrological model with remote sensed satellites data in the Da river basin, Vietnam