With sustainability now a fundamental strategic pillar for organizations, ESG metrics are vital for decision making, yet this data is complex and ever evolving. Navigating Sustainability Data provides a focused guide for leaders and executives who want to understand how sustainability impacts a company's future and how they can use data as a key tool to facilitate growth, access to capital and meet regulatory requirements. It explores what data is required to make decisions that directly affect the company's valuation and helps leadership teams decide what data points they need to be preparing for their boards to support the organization's financial, strategic and reputational future. Showing how leaders can move from measuring data to managing future organizational risks and rewards, the book explores how to use the right data for the appropriate situation to drive efficient sustainable business decisions. It explains ESG data in plain English and highlights what data is relevant to leaders; what investors consider as essential data; and how regulation, disclosure and transparency are on a rapidly changing journey. Navigating Sustainability Data holds the information you need to avoid greenwashing, to shape your role in the sustainability landscape, and to be a leader for the future.

This document provides data on greenhouse gas and international climate policy. It examines them at the global, national, sectoral, and fuel levels and identifies implications of the data for international cooperation on global climate change.

Digital India: Navigating Sustainable Development Goals is a comprehensive edited volume exploring India's transformative digital journey in alignment with the Sustainable Development Goals (SDGs). This resource-rich book caters to academics, researchers, policymakers, practitioners, students and global stakeholders. Covering diverse topics such as the impact of COVID-19 on education, Fintech adoption, gender justice, and sustainability challenges, it provides a nuanced understanding of the intersection between technology and sustainable development. The book serves as a valuable resource for gaining insights into the practical implications of Digital India initiatives and their role in achieving SDGs.

Data Science Applied to Sustainability Analysis focuses on the methodological considerations associated with applying this tool in analysis techniques such as lifecycle assessment and materials flow analysis. As sustainability analysts need examples of applications of big data techniques that are defensible and practical in sustainability analyses and that yield actionable results that can inform policy development, corporate supply chain management strategy, or non-governmental organization positions, this book helps answer underlying questions. In addition, it addresses the need of data science experts looking for routes to apply their skills and knowledge to domain areas. - Presents data sources that are available for application in sustainability analyses, such as market information, environmental monitoring data, social media data and satellite imagery - Includes considerations sustainability analysts must evaluate when applying big data - Features case studies illustrating the application of data science in sustainability analyses

A holistic view of ESG goes beyond environmental issues, which are closely linked to social issues. Both come from the governance of an organization: the integrity with which decisions are made and implemented, ultimately defining corporate culture. ESG affects the daily lives of everyone in today’s connected world where organizations, companies, and individuals depend on each other at various levels. Lack of sustainability for any entity threatens its future existence, disrupting the entire ecosystem. The use of data to measure ESG outcomes is a young science that is increasingly critical to upholding our very lifestyle. Data clearly presents impact across the entire ESG spectrum, providing the necessary specificity for informed decision making, and ensuring the transparency and accountability, which uphold sustainability.

As drivers of climate action enter the fourth decade of what has become a multi-stage race, Net Zero has emerged as the dominant organizing principle. Hundreds of corporations and investors worldwide, together responsible for assets in the tens of trillions of dollars, are lining-up for the UN Race to Zero. This latest stage in the race to save civilization from heat, drought, fires, and floods, is defined by steering toward zeroing out greenhouse gas emissions by 2050. Settling Climate Accounts probes the practice of Net Zero finance. It elucidates both the state of play and a set of directions that help form judgements about whether Net Zero is going to carry climate action far enough. The book delves into technical analyses and activates the reader’s imagination with narrative accounts of climate action past, present, and future. Settling Climate Accounts is edited and authored by Stanford University faculty and researchers. The first part of the book investigates the rough edges of Net Zero in practice, exploring questions of hedging risk, Scope 3 emissions, greenwashing, and the business of asset management. The second half looks at states, markets, and transitions through the lenses of blended finance, offsets, debt, and securitization. The editors tease out possible solutions and raise further questions about the adequacy and reach of the Net Zero agenda. To effectively navigate the road ahead, the editors call out the need for accountability and ask: who is in charge of making Net Zero add up? Settling Climate Accounts offers context and foundation to ground the rapidly evolving practice of Net Zero finance. Targeted at seasoned practitioners, newly activated leaders, educators, and students of climate action the world over, this book embraces the complexity of climate action and, in so doing, proposes to animate and drive hope.

Metrics for Sustainable Business is the first book to give students a comprehensive understanding of sustainability in organizations from an accounting perspective. The book walks student through the steps for doing a sustainability assessment, and aims to develop them into financial analysts who understand sustainability reports, and are able to create or audit them. While most books focus on environmental issues, Herriott trains his gaze on the corporate and institutional perspective, covering measurement systems, how to evaluate and improve a standard, and conducting a life cycle assessment. Walking students through the programs of disclosure, the varying standards for corporate ratings, and organizational certification, allows them to grasp the tools for conducting a sustainability assessment and auditing reports. Chapters on accounting for greenhouse gas emissions, water use, and waste introduce students to the technical details in sustainability accounting, while a chapter on the philosophies of sustainability offers an answer to the question, "Why are they asking us to report that?" Richly demonstrated with practical examples and informative visuals, this book will serve students of sustainability, accounting, and integrated reporting.