GHG Protocol corporate accounting (Scopes 1–3)
Critical demandThe accounting standard for a company's greenhouse gas emissions, split into Scope 1 (fuel burned on site), Scope 2 (purchased electricity and heat) and Scope 3 (everything in the value chain).
Example: You build the annual inventory: fuel invoices for Scope 1, utility data for Scope 2, supplier surveys for Scope 3, then document the method and boundaries for the assurance provider.
Also called: GHG Protocol · scope 1 · scope 2 · scope 3
Used in: ESG & Sustainability Reporting · Carbon Markets & Climate Finance · Environmental Consulting
Scope 3 accounting (spend & activity based)
Critical demandEstimating the emissions a company's suppliers, customers and products generate, using either spend data (fast, rough) or activity data from suppliers (slower, more accurate).
Example: You convert a 1,000-row purchase ledger into a spend-based estimate, then upgrade the top 20 suppliers to activity-based factors from DEFRA and EPA.
Also called: scope 3 · value chain emissions · value chain carbon · upstream emissions
Used in: Sustainability Data & Analytics · Sustainable Supply Chains & Procurement
IPCC science literacy (AR6)
High demandKnowing what the IPCC assessment reports conclude about climate science, impacts and mitigation, and which numbers are credible to cite.
Example: You brief a client on why 1.5°C pathways require roughly halving emissions by 2030, citing AR6 Working Group III instead of a news article.
Also called: IPCC · climate science · AR6
Used in: Climate Policy & Governance · Climate Communications & Advocacy · Sustainability Education & Capacity Building · Sustainability Research & Knowledge Management
Energy systems literacy
High demandHow electricity and heat are generated, transmitted, stored and priced, and where the emissions come from in that system.
Example: You review a company's renewable claims and point out that its grid mix still includes coal at night, so the reported savings are overstated.
Also called: energy systems · energy transition · energy sector
Used in: Renewable Energy & Clean Tech
Power markets & grid integration
High demandHow electricity markets price power and how projects connect to the grid: interconnection queues, capacity markets, PPAs and grid codes.
Example: You check a solar project's position in the interconnection queue and model how curtailment would affect its revenue.
Also called: power markets · electricity markets · grid integration · renewable grid
Used in: Renewable Energy & Clean Tech
Energy modeling (IES, EnergyPlus)
High demandSimulating how a building or system uses energy so design choices can be tested before construction.
Example: You model a 4,000 m² office in EnergyPlus, then test whether triple glazing or a heat pump cuts more from the annual load.
Also called: EnergyPlus · IES · building energy model
Used in: Green Building & Urban Sustainability
Embodied carbon (One Click LCA)
High demandThe emissions locked into materials and construction before a building is used, measured over the structure's whole life.
Example: You compare concrete and mass timber for a six-storey building in One Click LCA and write up which option saves more carbon.
Also called: embodied carbon · One Click LCA · whole-life carbon · upfront carbon
Used in: Green Building & Urban Sustainability
Net-zero retrofit strategy
Moderate demandPlanning the upgrades that take an existing building to near-zero emissions: insulation, heat pumps, glazing, controls and on-site generation.
Example: You assess a 1980s office block and sequence the retrofits by payback period, starting with the building envelope.
Also called: net zero retrofit · building retrofit · deep retrofit · retrofit strategy
Used in: Green Building & Urban Sustainability
Soil / agricultural carbon MRV
Moderate demandMeasuring, reporting and verifying how much carbon farmland actually stores, which decides whether soil carbon credits can be issued.
Example: You design a sampling plan for 40 fields, combine lab results with satellite data, and write the verification report a registry will accept.
Also called: soil carbon · agricultural MRV · carbon sequestration soil · regenerative soil
Used in: Sustainable Agriculture & Food Systems
Agroforestry economics
Moderate demandThe costs and returns of growing trees alongside crops or livestock, including yield changes, timber income and carbon payments.
Example: You build a 15-year cashflow for a coffee farm adding shade trees and show where carbon revenue covers the establishment cost.
Also called: agroforestry · silvopasture
Used in: Sustainable Agriculture & Food Systems
Storage & hydrogen economics
Moderate demandWhen batteries, pumped hydro or hydrogen make money: capital costs, round-trip efficiency, and the price spread between charging and discharging.
Example: You model a 4-hour battery against a hydrogen peaker for a utility and show which one clears the evening price spike more cheaply.
Also called: hydrogen economy · green hydrogen · battery storage economics · energy storage economics
Used in: Renewable Energy & Clean Tech
Public climate datasets (EDGAR, Climate TRACE)
High demandThe open datasets that track emissions by country, sector and facility, including EDGAR, Climate TRACE and national inventories.
Example: You pull Climate TRACE facility data to check a supplier's claimed emissions against an independent estimate.
Also called: EDGAR · Climate TRACE · open climate data · emissions datasets
Used in: Sustainability Data & Analytics