Decision Support – Curated Guidance for Stage 2 Assess where you are in decision support to determine which stage you are in and identify the key activities you need to undertake as an air quality manager to go to the next stage. The guidance below is for Stage 2. Stage 1 and Stage 3 are also available.Additional guidance for Stages 4 and 5 is being developed for future iterations of AQMx. StageCapacityData availabilityObjectivesActivitiesSustainability Plan01.No specific staffNone / limitedConduct an initial impact assessment from global databases or toolsNone or global tools that estimate sectoral contributions or impacts at a national levelNo central budgetSome donor-dependent studies02.1 staff focused on this roleSome basic training on decision support toolsActivity data gathered for key sectorsSome air quality data availableConduct sector-specific impact assessmentUse simple spreadsheet models and sector specific calculatorsEstablish international partnerships to develop/refine tools specific to local jurisdictionCentral in-kind support for data gatheringDonor-dependent studies03.2-3 staff focused on this roleAdvanced training on decision support tools with some external supportDetailed sector-specific data availableRobust air quality data availableDevelop decision support tools specific to local jurisdictionDedicated national model with multiple sectorsFunded centrally in collaboration with emissions inventory04.4-5 staff focused on this roleAdvanced training on decision support tools, fully independentDetailed sector-specific data availableRobust air quality data available, including emissions inventoryConduct multi-sector scenario analysisOptimization of models or tools capable of conducting multi-sector scenario analysis Funded centrally in collaboration with emissions inventory05.5-10 staff focused on this roleAdvanced research capacity to improve and refine tools Ongoing data refinement for detailed sector-specific dataRobust air quality data available, including emissions inventoryConduct detailed analysis for all sectorsDetailed national modeling capacity across all sectors.Centrally funded policy analysis department 01 Define your decision support processArmed with your decision support approach developed at the end of Stage 1, define a process to shift from information gathering and education (Stage 1) to control strategy identification and no-regrets measure implementation (Stage 2). Here it will help to start by reviewing and assessing what comparable jurisdictions have done to address air pollution. As a starting point, you can quickly review available (global) literature to understand source apportionments for comparable situations including precursors of secondary PM. A review of the literature can help to identify source sectors that likely to offer no-regret measures that are commonly used globally and that are potentially relevant in the region. Beyond a review of likely sources, you should define a process to assess your jurisdiction's sectors, prioritizing a few of the key contributing sectors (This may have been decided in your Stage 1 approach, i.e. whether to develop an integrated climate and AQ Action plan or to tack on measures to your NDC, etc). Work with stakeholders to agree on assessment data and methods to make the case for no-regrets action in one or more sectors, while Stage 2 air quality monitoring, inventory and source attribution efforts are underway. Source sector and fuel contributions to ambient PM2.5 and attributable mortality across multiple spatial scales 2021 Scientific publications Contributions to cities' ambient particulate matter (PM): A systematic review of local source contributions at global level 2015 Scientific publications Accelerating City Progress on Clean Air 2020 Reports, Case Studies & Assessments Actions on Air Quality: A Global Summary of Policies and Programmes to Reduce Air Pollution - Full Report 2021 Reports, Case Studies & Assessments Previous Next Show Resources Hide Resources 02 Develop an assessment planReview your Key Category analysis developed as part of the Emissions Inventory Guidance for Stage 1 (Step 8) for the potential priority sectors. Based on your Stage 1 data gathering efforts, you may be able to identify key gaps in data availability. Considering staffing/budget, sectors, data availability, and near-term objectives, develop an assessment plan to conduct sector assessments and identify and prioritize potential actions. Academic partnerships may be a good option to provide support if you are short-staffed. Local or government research institutions may have additional data to fill gaps. Monitoring agencies may help to identify objectives for specific sectoral policies. 03 Understand multisectorality, undertake prioritization step and identify potential no-regrets action.What most non-AQM professionals may not realize is that air pollution is almost universally caused by the combined contributions from several sectors. It is very tempting to pick one sector that is perceived as contributing most of the air pollution and to 'crack down' on that one sector. While you may need to start with a single sector for practical reasons, it is important to understand that multi-sector action is needed eventually and to build preparations for a multi-sector action plan into your planning efforts. Many no-regrets measures (measures with no downsides that generate significant positive impact, regardless of reason for undertaking them) can be explored and implemented even prior to definitive source apportionment and cost-effectiveness analyses that may be completed in Stage 3. Develop your assessment plan by reviewing the tools and data needed to undertake sector-specific actions in the transportation, residential energy, waste and agriculture sectors (Steps 4-7 below) and designate staff and relevant stakeholders to agree on a process for reviewing potential "no-regrets" actions in each sector (Refer to Public Engagement and Communications Stage 2, Step 8 and Stage 3, Step 4). Accelerating Access to Clean Air for a Livable Planet 2025 Reports, Case Studies & Assessments Low and Middle Income Countries Urban Air Pollution Solutions 2019 Guidelines, Tools & Models Actions on Air Quality: A Global Summary of Policies and Programmes to Reduce Air Pollution - Full Report 2021 Reports, Case Studies & Assessments Climate-smart development : adding up the benefits of actions that help build prosperity, end poverty and combat climate change : Main report 2014 Reports, Case Studies & Assessments Previous Next Show Resources Hide Resources 04 Select and use tools that can inform transportation policiesCompile a zero-order assessment of emissions from the transportation sector and its likely contribution to PM2.5, and assess the applicability and potential benefits of relevant no-regret measures this sector. Transport Emissions Evaluation Model for Projects (TEEMP) Guidelines, Tools & Models ImpactAr Tool: Valuing Air Quality Health Impacts of Urban Bus Fleet Changes in Brazil 2022 Guidelines, Tools & Models E-Mobility Toolbox: Supporting the Shift to Electric Mobility Guidelines, Tools & Models iSThAT: the Integrated Sustainable Transport and Health Assessment Tool 2023 Guidelines, Tools & Models Previous Next Show Resources Hide Resources 05 Select and use tools that can inform clean cooking/heating policiesCompile a zero-order assessment of emissions from the residential energy sector and its likely contribution to PM2.5, and assess the applicability and potential benefits of relevant no-regret measures this sector. Benefits of action to reduce household air pollution (BAR-HAP) tool Guidelines, Tools & Models Clean Household Energy Solutions Toolkit (CHEST) 2023 Guidelines, Tools & Models Household Air Pollution Intervention Tool (HAPIT) 2019 Guidelines, Tools & Models Code of good practice for wood burning and small combustion installations 2021 Guidelines, Tools & Models Previous Next Show Resources Hide Resources 06 Select and use tools that can inform solid waste policiesCompile a zero-order assessment of emissions from the solid waste sector and its likely contribution to PM2.5, and assess the applicability and potential benefits of relevant no-regret measures this sector. Waste Reduction Model (WARM) 2023 Guidelines, Tools & Models Solid Waste Emissions Estimation Tool (SWEET) v 5.0 2025 Guidelines, Tools & Models Previous Next Show Resources Hide Resources 07 Select and use tools that can inform agricultural policiesCompile a zero-order assessment of emissions from the agriculture sector and its likely contribution to PM2.5 (including crop residue burning, fertilizer application, livestock husbandry or road/crop dust), and assess the applicability and potential benefits of relevant no-regret measures this sector. If your jurisdiction suffers from forest burning either from agricultural clearing practices or from wildfire, investigate fire management practices that can reduce these episodic impacts. Sustainable Management of Crop Residues in Bangladesh, India, Nepal and Pakistan: Challenges and Solutions 2023 Reports, Case Studies & Assessments Agricultural Pollution - Field Burning Reports, Case Studies & Assessments ASEAN Haze Portal Database Guidance document on reduction of emissions from agricultural residue burning 2022 Guidelines, Tools & Models Previous Next Show Resources Hide Resources 08 Translate results into useful information for decision makers and the publicTranslating your justification for emission reduction strategies into clear, accessible language is crucial for fostering public understanding and engagement. Effective communication ensures that non-experts can grasp the significance of air quality regulations (e.g. emissions do not necessarily equal concentrations and that different pollutants have different health impacts), helping to demystify complex scientific concepts and processes. By using straightforward terminology and relatable examples, policymakers can convey the health, environmental, and economic impacts of air pollution, making the information relevant to everyday life. Engaging visuals, infographics, and brief summaries can enhance comprehension further, making it easier for the public to absorb essential information. When communities understand the rationale behind air pollution policies, they are more likely to support and participate in initiatives aimed at improving air quality. Additionally, informed citizens can advocate for better practices and hold policymakers accountable. Overall, ensuring that communication materials are user-friendly fosters a more informed public, driving collective action toward cleaner air and healthier communities. 09 Develop proposals to improve quality of data for key sectorsEffective data collection is essential for effective air quality management. Start by improving your emissions inventory through accurate reporting and verification of local sources, emphasizing improvements in residential and waste emissions data that are typically not as well covered by national energy statistics (See Inventory Guidance Stage 2, Step 6). Enhance air quality monitoring by deploying a mix of regulatory and other techniques to capture real-time data (See Air Quality Monitoring Stage 2, Steps 2, 4 and 5). Developing local source profiles will help identify specific pollutant sources and their contributions, aiding targeted interventions (See Source Attribution Stage 2, Step 8). Additionally, gather local data on the costs of control technologies, assessing the economic feasibility of various strategies. This comprehensive data framework will enable informed decision-making and effective resource allocation for air quality management initiatives. 10 Recruit, train and plan with partners and academics to establish multisector assessment toolsTraining air quality management staff and partners on multi-sector assessment tools is vital for informed decision-making. Start by providing foundational knowledge on integrated assessment models (IAMs), cost-benefit analysis, and cost-effectiveness methods, emphasizing their importance in evaluating policy impacts. Use practical case studies to illustrate how these tools can inform air quality strategies and prioritize interventions. Encourage interactive workshops to foster collaborative learning, allowing participants to apply the tools to real-world scenarios. Regularly update training materials to reflect new developments and methodologies. This comprehensive training will enhance analytical skills and promote effective cross-sector collaboration in air quality management efforts.
Source sector and fuel contributions to ambient PM2.5 and attributable mortality across multiple spatial scales 2021 Scientific publications
Contributions to cities' ambient particulate matter (PM): A systematic review of local source contributions at global level 2015 Scientific publications
Actions on Air Quality: A Global Summary of Policies and Programmes to Reduce Air Pollution - Full Report 2021 Reports, Case Studies & Assessments
Actions on Air Quality: A Global Summary of Policies and Programmes to Reduce Air Pollution - Full Report 2021 Reports, Case Studies & Assessments
Climate-smart development : adding up the benefits of actions that help build prosperity, end poverty and combat climate change : Main report 2014 Reports, Case Studies & Assessments
ImpactAr Tool: Valuing Air Quality Health Impacts of Urban Bus Fleet Changes in Brazil 2022 Guidelines, Tools & Models
iSThAT: the Integrated Sustainable Transport and Health Assessment Tool 2023 Guidelines, Tools & Models
Code of good practice for wood burning and small combustion installations 2021 Guidelines, Tools & Models
Sustainable Management of Crop Residues in Bangladesh, India, Nepal and Pakistan: Challenges and Solutions 2023 Reports, Case Studies & Assessments
Guidance document on reduction of emissions from agricultural residue burning 2022 Guidelines, Tools & Models