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Laser Induced Breakdown Spectroscopy (LIBS) Chemometrics, Environmental and Forensic Applications /

This book provides a comprehensive overview of the latest applications of laser-induced breakdown spectroscopy (LIBS) in the environmental and forensic sciences along with chemometric methods. Environmental and forensic science increasingly requires multidisciplinary scientific methods, and LIBS has...

Ausführliche Beschreibung

Gespeichert in:
Bibliographische Detailangaben
Körperschaft: SpringerLink (Online service)
Weitere Verfasser: Singh, Vivek Kumar (HerausgeberIn)
Format: Elektronisch E-Book
Sprache:Englisch
Veröffentlicht: Cham : Springer Nature Switzerland : Imprint: Springer, 2025.
Ausgabe:1st ed. 2025.
Schlagworte:
Spectrum analysis.
Forensic sciences.
Environmental monitoring.
Chemistry > Data processing.
Spectroscopy.
Forensic Science.
Environmental Monitoring.
Computational Chemistry.
Online-Zugang:https://doi.org/10.1007/978-3-031-90970-2
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Inhaltsangabe:
  • Chapter 1: Fundamentals of Laser-Induced Breakdown Spectroscopy and Recent Developments
  • Chapter 2: Spatiotemporal Dynamics of Femtosecond Filamentation
  • Chapter 3: Tetrahertz Radiation Generation Via Laser-Plasma Interaction
  • Chapter 4: Standoff-Laser Induced Breakdown Spectroscopy: Recent Developments and Instrumentation
  • Chapter 5: Calibration-Free Laser-Induced Breakdown Spectroscopy: Towards Industrialization
  • Chapter 6: Calibration-Free Laser-Induced Breakdown Spectroscopy (CF-LIBS): Capabilities, Limitations and Real-World Applications
  • Chapter 7: Sampling Approaches and Optimization in Liquid LIBS Analysis for Environmental Applications
  • Chapter 8: Signal Enhancement Techniques in LIBS-Based Experimentations
  • Chapter 9: Microwave-Enhanced Laser-Induced Breakdown Spectroscopy
  • Chapter 10: Machine Learning in the Context of Laser-Induced Breakdown Spectroscopy
  • Chapter 11: Artificial Intelligence Techniques in LIBS Data Analysis and Interpretation
  • Chapter 12: Data Processing, Shallow and Deep-Learning Models for LIBS: Basics, Applications and Tools
  • Chapter 13: Beyond Peaks and Noise: The Power of Machine Learning in LIBS Analysis
  • Chapter 14: Underwater Laser-Induced Breakdown Spectroscopy for Deep-Sea Application
  • Chapter 15: LIBS Combined with Machine Learning in Geochemical and Environmental Resources Exploration
  • Chapter 16: LIBS–An Emerging Field-Portable Sensor Technology for real-time, in-situ Environmental Analysis
  • Chapter 17: Chemometric Tools for the Fast Identification of Microplastics from Environmental Sources
  • Chapter 18: Integrating LIBS and Machine Learning: A Dynamic Approach to Plastic Classification in Waste Recycling
  • Chapter 19: Laser Induced Breakdown Spectroscopy (LIBS) Sensing for Environmental and Subsurface Monitoring
  • Chapter 20: LIBS Application for Monitoring Airborne Particulate Matter and Atmospheric Pollution
  • Chapter 21: Enhancement of LIBS Signal under Liquid using External Electric and Magnetic Fields
  • Chapter 22: Laser-Induced Breakdown Spectroscopy in Forensic Sensing
  • Chapter 23: LIBS Applications in Forensic Dentistry: Predictive Modeling for Sex and Age Determination from Human Tooth
  • Chapter 24: Future Development in Laser Induced Breakdown Spectroscopy.

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