Lebanon

CEDA (Comprehensive Environmental Data Archive) is a spend-based emission factor database with 60,000 factors across 400 industries and 148 countries, used for Scope 3 reporting, LCA analyses, and sustainable procurement, and is maintained by Watershed and available for free as “Open CEDA.”

Climate TRACE (Tracking Real-Time Atmospheric Carbon Emissions) is a collaborative initiative aimed at providing precise, real-time tracking of global greenhouse gas emissions using artificial intelligence, satellite image processing and other remote sensing technologies along with academic research and publicly available data.

The Covenant of Mayors collection provides supporting data for the Covenant of Mayors for Climate and Energy (CoM) initiative. This dataset provides updated emission factors for national electricity consumption (also referred to as National and European Emission Factors for Electricity - NEEFE).

ecoinvent is a Swiss not-for-profit association that provides a Life Cycle Inventory (LCI) database that supports various types of sustainability assessments. This data enables users to gain a deeper understanding of the environmental impacts of their products and services.

Greenview is a sustainability platform that provides the Hotel Footprinting Tool, utilizing data from over 27,000 hotels in the Cornell Hotel Sustainability Benchmarking index.

The International Energy Agency (IEA) provides comprehensive electricity emission factors, which are essential for understanding the carbon footprint of electricity generation across different regions and energy sources. These factors assist governments, businesses, and researchers in measuring the environmental impact of electricity consumption and in developing strategies for reducing greenhouse gas emissions in the energy sector.