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Adaptive Catchment Management and Reservoir Operation
River catchments and reservoirs play a central role in water security, food supply, flood risk management, hydropower generation, and ecosystem services; however, they are now under increasing pressure from population growth, economic activities, and changing climate means and extremes in many parts of the world. Adaptive management of river catchments and reservoirs requires an in-depth understanding of the impacts of future uncertainties and thus the development of robust, sustainable solutions to meet the needs of various stakeholders and the environment. To tackle the huge challenges in moving towards adaptive catchment management, this book presents the latest developments in cutting-edge knowledge, novel methodologies, innovative management strategies, and case studies, focusing on the following themes: reservoir dynamics and impact analysis of dam construction, optimal reservoir operation, climate change impacts on hydrological processes and water management, and integrated catchment management.
Knowledge Guided Machine Learning
Given their tremendous success in commercial applications, machine learning (ML) models are increasingly being considered as alternatives to science-based models in many disciplines. Yet, these "black-box" ML models have found limited success due to their inability to work well in the presence of limited training data and generalize to unseen scenarios. As a result, there is a growing interest in the scientific community on creating a new generation of methods that integrate scientific knowledge in ML frameworks. This emerging field, called scientific knowledge-guided ML (KGML), seeks a distinct departure from existing "data-only" or "scientific knowledge-only" methods to use knowledge and d...
Machine Learning Applications in Subsurface Energy Resource Management
The utilization of machine learning (ML) techniques to understand hidden patterns and build data-driven predictive models from complex multivariate datasets is rapidly increasing in many applied science and engineering disciplines, including geo-energy. Motivated by these developments, Machine Learning Applications in Subsurface Energy Resource Management presents a current snapshot of the state of the art and future outlook for ML applications to manage subsurface energy resources (e.g., oil and gas, geologic carbon sequestration, and geothermal energy). Covers ML applications across multiple application domains (reservoir characterization, drilling, production, reservoir modeling, and pred...
Fluide Glacial n°572
Au bout de 48 ans d'existence, Fluide Glacial est le leader incontesté des magazines de BD en France. Chaque mois, le champion toutes catégories de l’humour et de la bande dessinée vous propose chaque mois 84 pages inédites de poilade à toutes les sauces. Toujours plus haut, toujours plus loin, toujours plus drôle!!!!
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Debussy's Legacy and the Construction of Reputation
Today, Claude Debussy's position as a central figure in twentieth-century concert music is secure, and scholarship has long taken for granted the enduring musical and aesthetic contributions of his compositions. Yet this was not always the case. Unknown to many concert-goers and music scholars is the fact that for years after his death, Debussy's musical aesthetic was perceived as outmoded, decadent, and even harmful for French music. In Debussy's Legacy and the Construction of Reputation, Marianne Wheeldon examines the vicissitudes of the composer's posthumous reception in the 1920s and 30s, and analyzes the confluence of factors that helped to overturn the initial backlash against his musi...
Proceedings of geoENV2020
The 13th International Conference on Geostatistics for Environmental Applications (geoENV2020) was scheduled in Parma, Italy on July 2020. The international health crisis affected the conference, which was initially postponed to June 2021 and eventually replaced by a one-day virtual event on June 18, 2021 with the presentations of the keynote lecturers. This book contains the abstracts and extended abstracts submitted to the conference and focusing on geostatistics applied to different fields such as: climate change, ecology, natural resources, forestry, agriculture, geostatistical theory and new methodologies, health, epidemiology, ecotoxicology, inverse modeling, multiple point geostatistics, remote sensing, soil applications, spatio-temporal processes and surface and subsurface hydrology. The Scientific Committee initially selected about 100 abstracts and 68 contributions were confirmed to be published in these proceedings. The next geoENV conference (geoENV2022) will be held in Parma, Italy on June 2022. We expect more colleagues from all over the world to join this international event next year.
