Carbon Accounting in Practice: A Mathematics Guide for Sustainability Professional (ESG In Practice) by Simon Mak
English | October 14, 2025 | ISBN: N/A | ASIN: B0FW7QCHJ2 | 140 pages | EPUB | 11 Mb
Carbon Accounting in Practice: A Mathematics Guide for Sustainability Professionals
Unlock the full power of carbon accounting with the definitive guide for today's sustainability leaders, analysts, and students. Carbon Accounting in Practice delivers a rigorous, step-by-step journey through the mathematics, methods, and real-world applications that underpin credible greenhouse gas (GHG) reporting and ESG integration.
Structured for both classroom and professional use, this comprehensive book covers:Mathematical Foundations: Master the core equations, linear algebra, probability, and statistics essential for life cycle assessment and emissions quantification.Emission Calculation Methods: Learn practical approaches for Scope 1, 2, and 3 emissions, including value chain analysis, emission factors, and data quality.Life Cycle Assessment (LCA): Apply advanced frameworks-input-output analysis, process-based and hybrid models-to map environmental impacts across supply chains.Uncertainty & Sensitivity Analysis: Quantify and manage uncertainty using Monte Carlo simulation, error propagation, and Bayesian methods.ESG Integration: Connect carbon metrics to ESG scoring, portfolio optimization, and risk assessment, with clear guidance on reporting standards (GHG Protocol, GRI, SASB, ISSB, TCFD).Advanced Computational Methods: Explore machine learning, optimization, and network analysis for next-generation carbon accounting.Regulatory Frameworks & Assurance: Navigate GHG Protocol implementation, verification, and assurance with confidence.Applications & Case Studies: Dive into real-world scenarios from industry, finance, and supply chains, with over 200 solved problems and 100+ supplementary exercises.Bonus: Includes appendices with emission factor tables, GWP values, statistical tables, and answers to all supplementary problems.
Whether you're a graduate student, ESG professional, or technical consultant, this book is your essential reference for building robust, transparent, and actionable carbon accounting systems
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