Detecting the state of the climate system via artificial intelligence to improve seasonal forecasts and inform reservoir operations

M Giuliani, M Zaniolo, A Castelletti… - Water Resources …, 2019 - Wiley Online Library
Increasingly variable hydrologic regimes combined with more frequent and intense extreme
events are challenging water systems management worldwide. These trends emphasize the …

Establishing opportunities and limitations of forecast use in the operational management of highly constrained multiobjective water systems

K Semmendinger, D Lee, L Fry… - Journal of Water …, 2022 - ascelibrary.org
The potential utility of forecast information to improve reservoir control is well established,
but physical, operational, and institutional constraints inhibit the full realization of these …

Forecast-informed reservoir operations to guide hydropower and agriculture allocations in the Blue Nile basin, Ethiopia

S Alexander, G Yang, G Addisu… - International Journal of …, 2021 - Taylor & Francis
Predictive hydroclimate information, coupled with reservoir system models, offers the
potential to mitigate climate variability risks. Prior methodologies rely on sub-seasonal …

Bayesian logistic regression in providing categorical streamflow forecasts using precipitation output from climate models

Y Long, Q Lv, X Wen, S Yan - Stochastic Environmental Research and Risk …, 2023 - Springer
Monthly streamflow forecasts have important practical applications in short-term water
resources management, eg, water allocation for different users, flooding prevention, and …

Designing with information feedbacks: Forecast informed reservoir sizing and operation

F Bertoni, M Giuliani, A Castelletti… - Water Resources …, 2021 - Wiley Online Library
The value of streamflow forecasts to inform water infrastructure operations has been
extensively studied. Yet, their value in informing infrastructure design is still unexplored. In …

Integration and evaluation of forecast-informed multiobjective reservoir operations

G Yang, S Guo, P Liu, P Block - Journal of Water Resources …, 2020 - ascelibrary.org
Incorporating streamflow forecasts into reservoir operations can improve water resources
management efficiency, yet the forecast value in multipurpose reservoir systems is rarely …

Application of decision-support tools for seasonal water supply management that incorporates system uncertainties and operational constraints

H Wang, T Asefa, N Wanakule… - Journal of Water …, 2020 - ascelibrary.org
Public water utilities face uncertain decisions every day in their efforts to meet drinking water
needs of customers. Real-time decision-support tools (DST) are often used by water …

Using ensemble streamflow forecasts to inform seasonal outlooks for water allocations in the Murray Darling basin

TDJ Graham, QJ Wang, Y Tang, A Western… - Journal of Water …, 2023 - ascelibrary.org
Water is a limited and highly valuable resource. In many parts of the world, water agencies
allocate water according to agreed entitlement systems. The allocations are largely based …

Diagnosis of the tropical moisture exports to the mid-latitudes and the role of atmospheric steering in the extreme precipitation

M Lu, X Hao - Atmosphere, 2017 - mdpi.com
Three river basins, ie, the Yangtze river, the Mississippi river and the Loire river, were
presented as case studies to explore the association among atmospheric circulations …

Coupled flow accumulation and atmospheric blocking govern flood duration

N Najibi, N Devineni, M Lu… - npj Climate and …, 2019 - nature.com
We present a physically based Bayesian network model for inference and prediction of flood
duration that allows for a deeper understanding of the nexus of antecedent flow regime …