Complexity in Environmental Chemistry
Editat de Marco Minellaen Limba Engleză Hardback – 25 oct 2026
In its first section, the textbook addresses the topic of complexity in the environment from a general point of view, especially in terms of the complex definition of what pollutants are and the complexity of the climate system. Furthermore, some analytical tools (e.g. innovative advanced separation techniques) capable of providing information on the complex composition of natural matter are presented, together with an in-depth description of the statistical tools to be used to address complexity in chemistry, from the basic principles of chemometrics to the application of artificial intelligence algorithms for environmental monitoring. The second section of this book showcases the application of several different approaches to solve complex environmental problems, including quantum chemistry approaches, environmental speciation studies, photodegradation processes, snowpack photochemistry, long¿term lake chemistry trends, and chemometric case studies that demonstrate the power of datädriven environmental insights.
Appealing to graduate students, researchers, and professionals in environmental chemistry, environmental science, atmospheric chemistry, analytical chemistry, and climate science, this textbook equips readers with a comprehensive understanding of nature's complexity and the human-environment interaction, essential for achieving sustainable solutions. It is particularly valuable for scientists seeking to integrate complexity-aware thinking into their research or to adopt advanced analytical and computational approaches in the study of environmental systems.
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Specificații
ISBN-13: 9783032317735
ISBN-10: 3032317738
Pagini: 327
Ilustrații: VIII, 327 p. 90 illus., 75 illus. in color.
Editura: Springer Verlag GmbH
ISBN-10: 3032317738
Pagini: 327
Ilustrații: VIII, 327 p. 90 illus., 75 illus. in color.
Editura: Springer Verlag GmbH
Notă biografică
Marco Minella is an Associate Professor of Analytical Chemistry at the Department of Chemistry of the University of Turin (Italy). He is an expert in environmental analytical chemistry with particular expertise in the investigation and development of processes for the removal of recalcitrant pollutants both in aqueous media and air. Other research interests concern the study and modeling of photochemical reactions in surface and atmospheric waters, with particular attention to the role that the photochemistry has in the transformation of pollutants. Furthermore, he works in the field of innovative materials for energy with particular attention to the synthesis of new materials for lithium-ion batteries. His research activity resulted so far in 130 articles in ISI journals, 9 book chapters and 27 oral communications in national and international congresses. For Springer he served as editor of the book "Water Reuse and Unconventional Water Resources - A Multidisciplinary Perspective" (2024).
Cuprins
Introduction.- Section I Complexity in Environmental Chemistry: from the definition of the problems to the tools to address them.- 1. Environmental complexity makes intriguing the definition of pollutants.- 2. Epistemology of (environmental) complexity.- 3. The climate system complexity: past, current and future changes.- 4. QSAR models and the prediction of molecule bioaccumulation and biodegradability.- 5. Suspect screening and untargeted analysis of contaminants in environmental matrices: strategies for data acquisition by LC-HRMS, data handling, and compound confident annotation.- 6. Chemometrics: Who? What? When? Where? Why?- 7 Practical strategies for the analysis of chemical data: from the traditional chemometric tools to the artificial intelligence.- 8. Upgrading knowledge extraction and source apportioning from complex environmental monitoring data by Unsupervised Artificial NN as AI method.- Section II Environmental Chemistry Complexity in practice.- 9. Quantum chemistry applied to environmental research.- 10. Environmental speciation study: the case of the soluble fraction of atmospheric particulate matter.- 11. Complexity of light-matter interactions: global-scale photodegradation of contaminants.- 12. The complex (photo)chemistry in a snowflake.- 13. Long-term trends of water chemistry in subalpine lakes in response to external loads and climate change.- 14. Chemometrics in environmental analysis: case studies.