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Digital
Multivariate Time Series Analysis in Climate and Environmental Research
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ISBN: 9783319673400 Year: 2018 Publisher: Cham Springer International Publishing

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Abstract

This book offers comprehensive information on the theory, models and algorithms involved in state-of-the-art multivariate time series analysis and highlights several of the latest research advances in climate and environmental science. The main topics addressed include Multivariate Time-Frequency Analysis, Artificial Neural Networks, Stochastic Modeling and Optimization, Spectral Analysis, Global Climate Change, Regional Climate Change, Ecosystem and Carbon Cycle, Paleoclimate, and Strategies for Climate Change Mitigation. The self-contained guide will be of great value to researchers and advanced students from a wide range of disciplines: those from Meteorology, Climatology, Oceanography, the Earth Sciences and Environmental Science will be introduced to various advanced tools for analyzing multivariate data, greatly facilitating their research, while those from Applied Mathematics, Statistics, Physics, and the Computer Sciences will learn how to use these multivariate time series analysis tools to approach climate and environmental topics.  .


Digital
Observer Design for Control and Fault Diagnosis of Boolean Networks
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ISBN: 9783658359294 9783658359287 9783658359300 Year: 2022 Publisher: Wiesbaden Springer Fachmedien, Imprint: Springer Vieweg

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Boolean control networks (BCNs) are a kind of parameter-free model, which can be used to approximate the qualitative behavior of biological systems. After converting into a model similar to the standard discrete-time state-space model, control-theoretic problems of BCNs can be studied. In control theory, state observers can provide state estimation for any other applications. Reconstructibility condition is necessary for the existence of state observers. In this thesis explicit and recursive methods have been developed for reconstructibility analysis. Then, an approach to design Luenberger-like observer has been proposed, which works in a two-step process (i.e. predict and update). If a BCN is reconstructible, then an accurate state estimate can be provided by the observer no later than the minimal reconstructibility index. For a wide range of applications the approach has been extended to enable design of unknown input observer, distributed observers and reduced-order observer. The performance of the observers has been evaluated thoroughly. Furthermore, methods for output tracking control and fault diagnosis of BCNs have been developed. Finally, the developed schemes are tested with numerical examples. About the author Zhihua Zhang received the B.Sc. degree and M.Sc. degree in electrical engineering from the TU Kaiserslautern, Germany, respectively, in 2013 and 2015. In 2021 he finished Ph.D. in the area of Boolean control networks.


Digital
Frame Theory in Data Science
Authors: ---
ISBN: 9783031494833 9783031494826 9783031494840 9783031494857 Year: 2024 Publisher: Cham Springer International Publishing, Imprint: Springer


Digital
Patterns and Mechanisms of Climate, Paleoclimate and Paleoenvironmental Changes from Low-Latitude Regions : Proceedings of the 1st Springer Conference of the Arabian Journal of Geosciences (CAJG-1), Tunisia 2018
Authors: --- --- ---
ISBN: 9783030015992 Year: 2019 Publisher: Cham Springer International Publishing

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Middle East and Mediterranean region locates at a crossroad of global climatic patterns. The region is under the influence of a convergence of different maritime conditions which together with extensive adjacent land masses marked by extreme differences in topographical features transporting continental air masses lead to a diverse climate. This edited volume is based on the best papers accepted for presentation during the 1st Springer Conference of the Arabian Journal of Geosciences (CAJG-1), Tunisia 2018. It gives new insights on patterns and mechanisms of past, present and future climate/environmental changes mainly on Middle East and Mediterranean region by international researchers. The book is of interest to all researchers in the fields of climate, paleo-climate and paleo-environmental studies. Main topics include: • Spatio-temporal Patterns of Climate Change • Sea Level Variability • Climate Change Impacts and Migration Schemes • Paleoclimate Evolution • Paleoenvironmental Evolution.


Multi
Recent Research on Hydrogeology, Geoecology and Atmospheric Sciences : Proceedings of the 1st MedGU, Istanbul 2021 (Volume 1)
Authors: --- --- --- --- --- et al.
ISBN: 9783031431692 9783031431685 9783031431708 9783031431715 Year: 2023 Publisher: Cham Springer Nature, Imprint: Springer

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Digital
New Prospects in Environmental Geosciences and Hydrogeosciences : Proceedings of the 2nd Springer Conference of the Arabian Journal of Geosciences (CAJG-2), Tunisia 2019
Authors: --- --- --- --- --- et al.
ISBN: 9783030725433 9783030725426 9783030725440 9783030725457 Year: 2022 Publisher: Cham Springer International Publishing

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This edited book gives a general overview on current research, focusing on geoenvironmental issues and challenges in hydrogeosciences in model regions in Asia, Europe, and America, with a focus on the Middle East and Mediterranean region and surrounding areas. This proceedings book is based on the accepted papers for oral/poster presentations at the 2nd Springer Conference of the Arabian Journal of Geosciences (CAJG-2), Tunisia 2019. It offers a broad range of recent studies that discuss the latest advances in geoenvironmental and hydrogeosciences from diverse backgrounds including climate change, geoecology, biogeochemistry, water resources management, and environmental monitoring and assessment. It shares insights on how the understanding of ecological, climatological, oceanic and hydrological processes is the key for improving practices in environment management, including the eco-responsibility, scientific integrity, and social and ethical dimensions. It is of interest to scientists, engineers, practitioners, and policymakers in the field of environmental sciences including climatology, oceanography, ecology, biogeochemistry, environmental management, hydrology, hydrogeology, and geosciences in general. In particular, this book is of great value to students and environment-related professionals for further investigations on the state of Earth systems.


Multi
Recent Advancements from Aquifers to Skies in Hydrogeology, Geoecology, and Atmospheric Sciences : Proceedings of the 2nd MedGU, Marrakesh 2022 (Volume 1)
Authors: --- --- --- --- --- et al.
ISBN: 9783031470790 9783031470783 9783031470806 9783031470813 Year: 2024 Publisher: Cham Springer Nature, Imprint: Springer

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