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Marta Zaniolo
Marta Zaniolo
E-mail confirmado em stanford.edu
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Detecting the state of the climate system via artificial intelligence to improve seasonal forecasts and inform reservoir operations
M Giuliani, M Zaniolo, A Castelletti, G Davoli, P Block
Water Resources Research 55 (11), 9133-9147, 2019
312019
Automatic design of basin-specific drought indexes for highly regulated water systems
M Zaniolo, M Giuliani, AF Castelletti, M Pulido-Velazquez
Hydrology and Earth System Sciences 22 (4), 2409-2424, 2018
152018
When timing matters—misdesigned dam filling impacts hydropower sustainability
M Zaniolo, M Giuliani, S Sinclair, P Burlando, A Castelletti
Nature communications 12 (1), 1-10, 2021
42021
Data-driven modeling and control of droughts
M Zaniolo, M Giuliani, A Castelletti
IFAC-PapersOnLine 52 (23), 54-60, 2019
42019
Neuro-Evolutionary Direct Policy Search for Multiobjective Optimal Control
M Zaniolo, M Giuliani, A Castelletti
IEEE Transactions on Neural Networks and Learning Systems, 2021
32021
Modelling the impact of dams on flood-recession agriculture in the Omo valley: a satellite-data based analysis
F Semeria, F Kleinschroth, M Zaniolo, S Sinclair, P Burlando, ...
EGU General Assembly Conference Abstracts, 11823, 2020
22020
Hydropower development: Economic and environmental benefits and risks
M Zaniolo, M Giuliani, A Bantider, A Castelletti
The Omo-Turkana Basin, 37-57, 2021
12021
Seasonal drought forecasts to optimally balancing multisector interests during reservoir filling transients
M Zaniolo, A Castelletti, M Giuliani, P Burlando
AGU Fall Meeting Abstracts 2019, H23G-08, 2019
12019
Design and application of drought indexes in highly regulated Mediterranean water systems
M ZANIOLO
Italy, 2017
12017
Assessing Interactions between Flexible Planning, Design, and Operations of Water Supply Infrastructure
K Willebrand, M Zaniolo, JB Skerker, S Fletcher
AGU Fall Meeting 2021, 2021
2021
Evaluating Rates of Learning about Climate Uncertainty on Flexible Water Infrastructure Planning
JB Skerker, M Zaniolo, K Willebrand, M Lickley, S Fletcher
AGU Fall Meeting 2021, 2021
2021
Policy Representation Learning for multiobjective reservoir policy design with different objective dynamics
M Zaniolo, M Giuliani, A Castelletti
Water Resources Research 57 (12), e2020WR029329, 2021
2021
Robust technology and policy pathways to urban water security
M Zaniolo, S Fletcher, M Mauter
EGU General Assembly Conference Abstracts, EGU21-6835, 2021
2021
Rethinking reservoir operations: how expanding operation goals can yield win-win climate adaptation outcomes
S Jordan, J Quinn, M Zaniolo, M Giuliani, A Castelletti
AGU Fall Meeting 2021, 2021
2021
Advancing the representation of reservoir operations in SWAT to evaluate alternative water management strategies: A case study in the Omo River Basin, Ethiopia
S Jordan, J Quinn, M Zaniolo, M Giuliani, A Castelletti
AGU Fall Meeting Abstracts 2020, H171-0003, 2020
2020
Simulated time series and indicators for the Omo-Turkana Basin case study
S Sinclair, M Zaniolo, M Micotti, M Giuliani, A Castelletti, R Hillen
Zenodo, 2020
2020
Feature Representation Learning in complex water decision making problems
M Zaniolo
Italy, 2020
2020
Dynamic retrieval of informative inputs for multi-sector reservoir policy design with diverse spatio-temporal objective scales
M Zaniolo, M Giuliani, P Block, A Castelletti
EGU General Assembly Conference Abstracts, 7155, 2020
2020
From individualistic behavior to full cooperation: optimal management policy design under varying cooperation levels in the Nile River basin
G Trombetta, A Castelletti, M Giuliani, M Zaniolo, P Block
EGU General Assembly Conference Abstracts, 11713, 2020
2020
Can artificial intelligence improve seasonal forecasts and inform reservoir operations?
M Giuliani, M Zaniolo, G Davoli, P Block, A Castelletti
ClimRisk2020: Time for Action! Raising the ambition of climate action in the …, 2020
2020
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