IIL Clean Air / Research & data

One place to read
the evidence.

Explore global air observations and finance, the sources behind the research, Thailand’s clean-air ecosystem, and local water and agriculture indicators.

The global record

Air, evidence
and the money behind action.

Explore historical observations and tracked finance. Filter the records, inspect their sources and download the selection.

Observation year
2023 · USD million

$8,881.948m2023 USD million · selected records
247Original DATA worksheet rows
95 instruments represented

Global tracked finance / 2023

How instruments connect to sectors

Each ribbon sums source records with the same instrument and sector. Destination-region filters apply to every flow.

InstrumentSectorEquity to Agriculture: $13.516mEquity to Transport: $779.832mEquity to Waste: $440.783mGrant to Agriculture: $730.247mGrant to Cross-sector: $42.502mGrant to Energy: $0.052mGrant to Fossil Fuels: $0.133mGrant to Industry: $96.689mGrant to LULUCF: $66.09mGrant to Residential: $63.732mGrant to Transport: $282.526mGrant to Waste: $219.706mLow-cost debt to Agriculture: $431.099mLow-cost debt to LULUCF: $400mLow-cost debt to Waste: $752.407mMarket rate debt to Agriculture: $224.8mMarket rate debt to Fossil Fuels: $19.823mMarket rate debt to LULUCF: $216.263mMarket rate debt to Transport: $1,651.986mMarket rate debt to Waste: $2,353.644mUnknown to Agriculture: $62.884mUnknown to LULUCF: $0.61mUnknown to Transport: $28.624mUnknown to Waste: $4mEquity$1,234.131mGrant$1,501.676mLow-cost debt$1,583.506mMarket rate debt$4,466.516mUnknown$96.118mAgriculture$1,462.546mCross-sector$42.502mEnergy$0.052mFossil Fuels$19.957mIndustry$96.689mLULUCF$682.963mResidential$63.732mTransport$2,742.968mWaste$3,770.54m

24 instrument-to-sector flows · 2023 USD million

Point or touch a ribbon to inspect. Focus the diagram and use arrow keys, Home or End to inspect each flow. Escape clears the selection. On a narrow screen, scroll the diagram horizontally.

Finance by sector

2023 USD million · alphabetical order

Select a row to inspect its evidence.

Finance by instrument

2023 USD million · alphabetical order

Select a row to inspect its evidence.

Tracked global commitments in 2023. Not total investment needs, disbursements, Thailand allocations or IIL / Vidvapath funding. The source has regional rather than country-level destinations. Pollutant benefits can overlap. Finance destinations use CPI regions. They are separate from WHO country/area filters. No finance trend or budget variance is inferred from this single-year snapshot.

Source records

Trace the commitments

All selected rows, before display rounding, reconcile to the total above.

Climate Policy Initiative / Climate & Clean Air Coalition

247 matching records · displaying 1–20

CPI DATA worksheet. Tracked global commitments in 2023 USD million, not country allocations or project outcomes.
Destination regionSectorInstrument2023 USD millionWorksheet referenceSource
East Asia and PacificTransportEquity363.104DATA!A2:I2
Middle East and North AfricaTransportEquity59.406DATA!A3:I3
Other OceaniaTransportEquity0.103DATA!A4:I4
Sub-Saharan AfricaTransportEquity0.004DATA!A5:I5
US & CanadaTransportEquity103.521DATA!A6:I6
Western EuropeTransportEquity0.483DATA!A7:I7
East Asia and PacificTransportEquity19.177DATA!A8:I8
Western EuropeTransportEquity37.954DATA!A9:I9
Central Asia and Eastern EuropeWasteEquity1.077DATA!A10:I10
Latin America & CaribbeanWasteEquity9.39DATA!A11:I11
Central Asia and Eastern EuropeWasteEquity4.212DATA!A12:I12
East Asia and PacificWasteEquity25.205DATA!A13:I13
South AsiaWasteEquity5.889DATA!A14:I14
Western EuropeWasteEquity216.16DATA!A15:I15
Latin America & CaribbeanWasteEquity2.88DATA!A16:I16
Middle East and North AfricaWasteEquity43.679DATA!A17:I17
US & CanadaTransportEquity7.35DATA!A18:I18
Western EuropeTransportEquity0.02DATA!A19:I19
East Asia and PacificWasteEquity7.258DATA!A20:I20
East Asia and PacificTransportEquity160.313DATA!A21:I21

CPI / CCAC · State-of-Super-Pollutants-Abatement-Finance-Data-2.xlsx · Observation year 2023 · Source-file hashes · Original workbook ↗

Worldwide air-quality observations

Loading the WHO V8 snapshot. Historical records retain their original source references.

Dashboard filters are preserved in the URL. Air observations and finance describe different geographies and periods.

Act I / Compare the sources

What a source sees
shapes what it can say.

Follow the evidence
Source coverage, not source quality
SourceAir-quality contextIntervention frameworkFinance flowsCommunity outcomesCity policy context
ADB
CPI finance
CPI taxonomy
Chula case study
WHO database

Filled cells indicate the subject of the selected source. This is an editorial coverage guide, not a completeness score.

03 / 03 · Complete the evidence picture.

01 / Selected publication · subject coverage

What can a regional report see?

The ADB report supplies air-quality context, intervention frameworks and city policy context. These are the subjects of this selected publication.
Asian Development Bank / Clean Air Asia

02 / Global finance 2023 · intervention taxonomy

Add finance and intervention classifications.

CPI finance and taxonomy publications answer different questions. A tracked flow and a classified measure are not project outcomes.
Climate Policy Initiative / Climate & Clean Air Coalition Climate Policy Initiative / Climate & Clean Air Coalition

03 / Local outcomes and historical observations

Complete the evidence picture.

The Chula case study documents community outcomes; WHO supplies historical city observations. None alone measures a proposed IIL project’s effect on air.
Faculty of Engineering, Chulalongkorn University World Health Organization
The evidence behind this figure 5 records
Published values and source references. Missing measurements are not zero.
RecordValue / classificationScope / referenceSource
ADBAir-quality context; Intervention framework; City policy contextEditorial subject guide for the selected publication, not a quality or completeness scoreAsian Development Bank / Clean Air Asia
CPI financeFinance flowsEditorial subject guide for the selected publication, not a quality or completeness scoreClimate Policy Initiative / Climate & Clean Air Coalition
CPI taxonomyIntervention frameworkEditorial subject guide for the selected publication, not a quality or completeness scoreClimate Policy Initiative / Climate & Clean Air Coalition
Chula case studyCommunity outcomesEditorial subject guide for the selected publication, not a quality or completeness scoreFaculty of Engineering, Chulalongkorn University
WHO databaseAir-quality contextEditorial subject guide for the selected publication, not a quality or completeness scoreWorld Health Organization
Act II / Mind the denominator

Missing observations
are not clean air.

Follow the evidence
Measurement availability / Thailand city-yearsWorld Health Organization
Total city-year rows156
PM2.5 available79
PM10 available153
NO₂ available80

The full record denominator stays visible. Pollutant counts overlap and must not be added. Missing values are not zero.

03 / 03 · Each pollutant has its own coverage.

01 / Thailand · 2014–2021 city-years

156

What do we know about the air?

The selected WHO snapshot contains 156 Thailand city-year records. A record does not necessarily report every pollutant.
World Health Organization

02 / Thailand · 2014–2021 record availability

79 / 156

How many report PM2.5?

79 records supply a PM2.5 annual mean. The other 77 do not report one. A missing value is not zero pollution.
World Health Organization

03 / Thailand · 2014–2021 overlapping counts

Each pollutant has its own coverage.

PM10 appears in 153 records and NO₂ in 80. These sets overlap. They cannot be added into a count of distinct observations.
World Health Organization
The evidence behind this figure 4 records
Published values and source references. Missing measurements are not zero.
RecordValue / classificationScope / referenceSource
Total city-year rows156Thailand · 2014–2021 · WHO city-year records · pollutant counts overlapWorld Health Organization
PM2.5 available79Thailand · 2014–2021 · WHO city-year records · pollutant counts overlapWorld Health Organization
PM10 available153Thailand · 2014–2021 · WHO city-year records · pollutant counts overlapWorld Health Organization
NO₂ available80Thailand · 2014–2021 · WHO city-year records · pollutant counts overlapWorld Health Organization
Act III / Geographic variation

A common year.
Different local contexts.

Follow the evidence
Annual mean PM2.5 / selected Thai cities / 2019World Health Organization
Reported temporal coverage: 85%
Reported temporal coverage: 100%
Reported temporal coverage: 98%

Select a row to inspect its evidence.

µg/m³. Fixed scale; cities remain alphabetical. Temporal coverage and station composition differ. Nan city is not the Nan project location.

03 / 03 · Add Nan to the comparison.

01 / 2019 · annual mean PM2.5 · µg/m³

23.1

Start with Bangkok in a common year.

Bangkok reports 23.1 µg/m³ for 2019, with 85% temporal coverage. Cities remain alphabetical; monitoring coverage and station composition differ. Nan city is not the project site.
World Health Organization

02 / 2019 · annual mean PM2.5 · µg/m³

33.0

Add Chiang Mai to the comparison.

Chiang Mai reports 33.0 µg/m³ for 2019, with 100% temporal coverage. Cities remain alphabetical; monitoring coverage and station composition differ. Nan city is not the project site.
World Health Organization

03 / 2019 · annual mean PM2.5 · µg/m³

29.5

Add Nan to the comparison.

Nan reports 29.5 µg/m³ for 2019, with 98% temporal coverage. Cities remain alphabetical; monitoring coverage and station composition differ. Nan city is not the project site.
World Health Organization
The evidence behind this figure 3 records
Published values and source references. Missing measurements are not zero.
RecordValue / classificationScope / referenceSource
Bangkok · 201923.143 µg/m³PM2.5 · temporal coverage 85% · GlobalCity_Db_V8.0_2026-06-28!row 48484World Health Organization
Chiang Mai · 201933 µg/m³PM2.5 · temporal coverage 100% · GlobalCity_Db_V8.0_2026-06-28!row 48495World Health Organization
Nan · 201929.5 µg/m³PM2.5 · temporal coverage 98% · GlobalCity_Db_V8.0_2026-06-28!row 48546World Health Organization
Act V / Intervention profiles

Organize by purpose.
Keep the distinctions.

Follow the evidence
Intervention sector profileClimate Policy Initiative / Climate & Clean Air Coalition

Taxonomy profile

Agriculture

36 measures in the source taxonomy. These classifications do not establish local adoption.

Nitrous oxideVolatile organic compoundsNitrogen oxidesMethaneCarbon monoxideFine particulate matterBlack carbon
  • Integrating nitrogen fixing crops in rotations
  • Reduced tillage
  • Use of cover crops
  • Production of biofuels
  • Efficient application of urea
Explore this sector

Source taxonomy classifications, not evidence of local adoption or measured abatement. Pollutant targets can overlap.

03 / 03 · Inspect the measures behind the profile.

01 / CPI / CCAC · taxonomy measures

Choose a sector and its purpose.

Start with the selected sector’s measure count. The sector selector lets you inspect the same framework across different domains.
Climate Policy Initiative / Climate & Clean Air Coalition

02 / Taxonomy · overlapping classifications

Which pollutants are classified?

Add the union of listed pollutant targets for this sector. A pollutant can appear in several measures and sectors.
Climate Policy Initiative / Climate & Clean Air Coalition

03 / Taxonomy · source-linked measures

Inspect the measures behind the profile.

Read example measures, then open the full evidence explorer for this sector. Classification does not establish local adoption.
Climate Policy Initiative / Climate & Clean Air Coalition
The evidence behind this figure 36 records
Published values and source references. Missing measurements are not zero.
RecordValue / classificationScope / referenceSource
Integrating nitrogen fixing crops in rotationsAgriculture · N2O, NMVOCs, NOxTaxonomy!B6:O6Climate Policy Initiative / Climate & Clean Air Coalition
Reduced tillageAgriculture · N2O, NMVOCs, NOxTaxonomy!B7:O7Climate Policy Initiative / Climate & Clean Air Coalition
Use of cover cropsAgriculture · N2O, NMVOCs, NOxTaxonomy!B8:O8Climate Policy Initiative / Climate & Clean Air Coalition
Production of biofuelsAgriculture · CH4, N2OTaxonomy!B9:O9Climate Policy Initiative / Climate & Clean Air Coalition
Efficient application of ureaAgriculture · N2OTaxonomy!B10:O10Climate Policy Initiative / Climate & Clean Air Coalition
Switch to ammonium nitrate fertilizers where applicableAgriculture · N2OTaxonomy!B11:O11Climate Policy Initiative / Climate & Clean Air Coalition
Other nutrient managementAgriculture · N2OTaxonomy!B12:O12Climate Policy Initiative / Climate & Clean Air Coalition
Implementation of alternate wetting and drying for flooded riceAgriculture · CH4Taxonomy!B13:O13Climate Policy Initiative / Climate & Clean Air Coalition
Intermittent aeration of continuously flooded rice paddiesAgriculture · CH4Taxonomy!B14:O14Climate Policy Initiative / Climate & Clean Air Coalition
Use of low CH4 (methane) formation hybrids and sulphate containing amendmentsAgriculture · CH4Taxonomy!B15:O15Climate Policy Initiative / Climate & Clean Air Coalition
Shallow floodingAgriculture · CH4Taxonomy!B16:O16Climate Policy Initiative / Climate & Clean Air Coalition
Mid-season drying eventAgriculture · CH4Taxonomy!B17:O17Climate Policy Initiative / Climate & Clean Air Coalition
Off-season strawAgriculture · CH4Taxonomy!B18:O18Climate Policy Initiative / Climate & Clean Air Coalition
Soil health and erosion controlAgriculture · N2OTaxonomy!B19:O19Climate Policy Initiative / Climate & Clean Air Coalition
Soil carbon storage managementAgriculture · N2OTaxonomy!B20:O20Climate Policy Initiative / Climate & Clean Air Coalition
Ban open burning of agricultural waste and residuesAgriculture · NMVOCs, CO, PM2.5, BC, NOxTaxonomy!B21:O21Climate Policy Initiative / Climate & Clean Air Coalition
Collection of agricultural waste and use for energetic purposesAgriculture · NMVOCs, CO, PM2.5, BC, NOxTaxonomy!B22:O22Climate Policy Initiative / Climate & Clean Air Coalition
Happy seeder and other mechanised residue managementAgriculture · NMVOCs, CO, PM2.5, BC, NOxTaxonomy!B23:O23Climate Policy Initiative / Climate & Clean Air Coalition
Collection and use of crop residue for animal feedAgriculture · NMVOCs, CO, PM2.5, BC, NOxTaxonomy!B24:O24Climate Policy Initiative / Climate & Clean Air Coalition
Feed supplementsAgriculture · CH4Taxonomy!B25:O25Climate Policy Initiative / Climate & Clean Air Coalition
Selective breedingAgriculture · CH4Taxonomy!B26:O26Climate Policy Initiative / Climate & Clean Air Coalition
Precision feedingAgriculture · CH4Taxonomy!B27:O27Climate Policy Initiative / Climate & Clean Air Coalition
Feed additivesAgriculture · CH4Taxonomy!B28:O28Climate Policy Initiative / Climate & Clean Air Coalition
Efficient manure incorporation into soilsAgriculture · CH4, N2O, NMVOCsTaxonomy!B29:O29Climate Policy Initiative / Climate & Clean Air Coalition
Improved manure storage coveringAgriculture · CH4, N2O, NMVOCsTaxonomy!B30:O30Climate Policy Initiative / Climate & Clean Air Coalition
Feeding strategiesAgriculture · CH4, N2O, NMVOCsTaxonomy!B31:O31Climate Policy Initiative / Climate & Clean Air Coalition
Anaerobic digestion of livestock manure and biogas productionAgriculture · CH4, N2O, NMVOCsTaxonomy!B32:O32Climate Policy Initiative / Climate & Clean Air Coalition
Rotational grazingAgriculture · N2OTaxonomy!B33:O33Climate Policy Initiative / Climate & Clean Air Coalition
Grazing management to reduce fire fuel loadsAgriculture · N2O, NMVOCs, CO, PM2.5, BC, NOxTaxonomy!B34:O34Climate Policy Initiative / Climate & Clean Air Coalition
Climate resilience measures and livestock productivityAgriculture · CH4, N2OTaxonomy!B35:O35Climate Policy Initiative / Climate & Clean Air Coalition
Buffer stripsAgriculture · N2OTaxonomy!B36:O36Climate Policy Initiative / Climate & Clean Air Coalition
Energy efficiencyAgriculture · NMVOCs, CO, PM2.5, NOxTaxonomy!B37:O37Climate Policy Initiative / Climate & Clean Air Coalition
Cleaner fuelsAgriculture · NMVOCs, CO, PM2.5, NOxTaxonomy!B38:O38Climate Policy Initiative / Climate & Clean Air Coalition
Organic farmingAgriculture · CH4, N2OTaxonomy!B39:O39Climate Policy Initiative / Climate & Clean Air Coalition
Restoring degraded crop and pasture landsAgriculture · N2OTaxonomy!B40:O40Climate Policy Initiative / Climate & Clean Air Coalition
Shift to healthy diets that reduce red meat consumption and increase plant-based protein sourcesAgriculture · CH4, N2OTaxonomy!B41:O41Climate Policy Initiative / Climate & Clean Air Coalition
Act VI / The full evidence explorer

Ask your own questions.

Filter the published records, inspect their provenance and export the selection.

34 matching records · Concentrations in µg/m³

CityYearPM2.5PM10NO₂PM2.5 coverage %Source
2,01923.14343.14336.83385
2,01916452150
2,019335322.5100
2,0193752.51598
2,01920.66744.66724.66798
2,01927Not reportedNot reported100
2,01934591999
2,0193045.510.2598
2,01936573093
2,01925Not reportedNot reported98
2,0193141896
2,01922442350
2,0192449Not reported50
2,01928Not reported2498
2,01929.546.58.598
2,019Not reported33Not reportedNot reported
2,01924.54428.574
2,01925382897
2,0191829950
2,01925532497

Filters are preserved in the URL. Share this page to reproduce the selection. Null measurements remain empty in CSV exports.

IIL clean air research

Structure of the
clean-air ecosystem.

What connects air pollution, community resilience and the resources needed to act? We examine the structure of the evidence, and the gaps between it.

13Sources
3Initiatives
174Taxonomy measures
156City-year records

This is a curated collection, not a complete map of clean-air activity. We keep documented outcomes separate from proposed applications, and local initiatives separate from global financing context.

Snapshot reviewed 10 November 2026 · Methods & limitations

Insight 01

The intervention space

Super pollutants differ in their sources and effects. The CPI / CCAC taxonomy helps organize the measures that target them; it does not predict the outcome of an individual project.

Follow the evidence
Taxonomy measures × pollutant classificationClimate Policy Initiative / Climate & Clean Air Coalition
InterventionMethaneBlack carbonPM2.5HFCs

Filled cells indicate a target pollutant explicitly classified in the source taxonomy. Blank cells mean no listed classification, not proof of no benefit. Select a measure for its source reference.

02 / 02 · Add the other pollutant classifications.

01 / CPI / CCAC · selected taxonomy measures

Start with the listed targets.

The first columns show methane and black carbon classifications for a selected set of measures. Inspect a measure to read its original row reference.
Climate Policy Initiative / Climate & Clean Air Coalition

02 / Taxonomy · classification, not measured impact

Add the other pollutant classifications.

PM2.5 and HFC classifications complete this selected view. A blank cell means no listed classification, not proof of no benefit. Measures may target several pollutants.
Climate Policy Initiative / Climate & Clean Air Coalition
The evidence behind this figure 12 records
Published values and source references. Missing measurements are not zero.
RecordValue / classificationScope / referenceSource
Integrating nitrogen fixing crops in rotationsAgriculture · N2O, NMVOCs, NOxTaxonomy!B6:O6Climate Policy Initiative / Climate & Clean Air Coalition
Ban open burning of agricultural waste and residuesAgriculture · NMVOCs, CO, PM2.5, BC, NOxTaxonomy!B21:O21Climate Policy Initiative / Climate & Clean Air Coalition
Happy seeder and other mechanised residue managementAgriculture · NMVOCs, CO, PM2.5, BC, NOxTaxonomy!B23:O23Climate Policy Initiative / Climate & Clean Air Coalition
Collection and use of crop residue for animal feedAgriculture · NMVOCs, CO, PM2.5, BC, NOxTaxonomy!B24:O24Climate Policy Initiative / Climate & Clean Air Coalition
Switch to cleaner fuelsCommercial and public services · NMVOCs, CO, PM2.5, BC, NOxTaxonomy!B43:O43Climate Policy Initiative / Climate & Clean Air Coalition
Ban on new exploration and expansion of fossil fuelsFossil fuel extraction, processing, and distribution · CH4, NOxTaxonomy!B68:O68Climate Policy Initiative / Climate & Clean Air Coalition
Reforestation/ afforestationLULUCF · NMVOCs, CO, PM2.5, NOxTaxonomy!B95:O95Climate Policy Initiative / Climate & Clean Air Coalition
Community-based forest fire monitoring and early warning systemsLULUCF · NMVOCs, CO, PM2.5, BC, NOxTaxonomy!B100:O100Climate Policy Initiative / Climate & Clean Air Coalition
Advanced emissions controls (Euro VI) for light-duty vehiclesTransport · NMVOCs, CO, PM2.5, BC, NOxTaxonomy!B121:O121Climate Policy Initiative / Climate & Clean Air Coalition
Development of formal landfill sitesWaste · CH4Taxonomy!B151:O151Climate Policy Initiative / Climate & Clean Air Coalition
Improving access to and management of sanitation servicesWaste · CH4Taxonomy!B174:O174Climate Policy Initiative / Climate & Clean Air Coalition
Anaerobic digestion for biogas productionWaste · CH4Taxonomy!B176:O176Climate Policy Initiative / Climate & Clean Air Coalition

Insight 02

Different problems, different approaches

Agricultural practices, community resilience and urban air-quality management operate at different scales. Compare the purpose of documented initiatives before comparing their outcomes.

Follow the evidence
Initiative comparison

Each card retains its own geography and observation period. Measures are not scored on a shared effectiveness scale.

03 / 03 · Add the approach in Bangkok.

01 / Chetawan Village, Nan · 2019–2023 interventions

Start with the place and purpose.

Weirs, distribution systems and solar-powered pumping support community water access and crop diversification. The university reports 43 households served year-round by the 2022 system. Air-pollution effects have not been measured. Compare the purpose and dates; the sources do not supply a common effectiveness scale.
Faculty of Engineering, Chulalongkorn University

02 / Chiang Mai · 2023–2030 planning period

Add the approach in Chiang Mai.

ADB lists the Chiang Mai Air Pollution Action Plan for 2023–2030. Included as policy context. Publication of a plan does not establish that its targets have been achieved or an IIL / Vidvapath partnership. Compare the purpose and dates; the sources do not supply a common effectiveness scale.
Asian Development Bank / Clean Air Asia

03 / Bangkok · ADB March 2026 snapshot

Add the approach in Bangkok.

ADB documents vehicle-emissions monitoring, cleaner-transport measures and agricultural fire tools. Proposed priorities include non-burning alternatives and community fire management. No IIL / Vidvapath partnership is asserted. Compare the purpose and dates; the sources do not supply a common effectiveness scale.
Asian Development Bank / Clean Air Asia
The evidence behind this figure 3 records
Published values and source references. Missing measurements are not zero.
RecordValue / classificationScope / referenceSource
Vidvapath community water systemsDocumented infrastructureChetawan Village, Nan · 2019–2023 interventions · Community case study; 2022 and 2023 interventions.Faculty of Engineering, Chulalongkorn University
Chiang Mai Air Pollution Action PlanPublished action planChiang Mai · 2023–2030 planning period · ADB 2026, printed p. 21, Table 4.Asian Development Bank / Clean Air Asia
Bangkok clean-air actionReported programs and proposed actionsBangkok · ADB March 2026 snapshot · ADB 2026, printed pp. 38, 51–53.Asian Development Bank / Clean Air Asia

Insight 03

Finance & coverage

The CPI workbook records approximately USD 8.88 billion in global super pollutant abatement finance for 2023. The report rounds this to USD 9 billion. Sector totals reveal where these tracked flows are concentrated.

Follow the evidence
Global tracked abatement finance / 2023Climate Policy Initiative / Climate & Clean Air Coalition
$8.88bn2023 · global commitments
9CPI workbook classification

Scale: 2023 USD million, fixed across steps.

Select a row to inspect its evidence.

All sectors shown. Amounts are in 2023 USD million; shares use the workbook total. Global flows are not IIL funding or Thailand allocations.

03 / 03 · What sits beyond those two sectors?

01 / Global · 2023 USD million

42.5%

Where does tracked finance go?

Waste accounts for 42.5% of the tracked global flows in this workbook. The scale stays fixed as sectors appear.
Climate Policy Initiative / Climate & Clean Air Coalition

02 / Global · 2023 USD million

73.3%

Two sectors account for most flows.

Waste and transport together account for 73.3%. This describes tracked financing, not relative pollution or effectiveness.
Climate Policy Initiative / Climate & Clean Air Coalition

03 / Global · 2023 USD million

$8.88bn

What sits beyond those two sectors?

The full workbook totals USD 8.88 billion. The remaining sectors complete that total. These are global flows, not Thailand allocations or IIL funding.
Climate Policy Initiative / Climate & Clean Air Coalition
The evidence behind this figure 9 records
Published values and source references. Missing measurements are not zero.
RecordValue / classificationScope / referenceSource
Waste$3,770.54m · 42.452%2023 · Global · DATA worksheet grouped by sector · USD millionClimate Policy Initiative / Climate & Clean Air Coalition
Transport$2,742.968m · 30.883%2023 · Global · DATA worksheet grouped by sector · USD millionClimate Policy Initiative / Climate & Clean Air Coalition
Agriculture$1,462.546m · 16.467%2023 · Global · DATA worksheet grouped by sector · USD millionClimate Policy Initiative / Climate & Clean Air Coalition
LULUCF$682.963m · 7.689%2023 · Global · DATA worksheet grouped by sector · USD millionClimate Policy Initiative / Climate & Clean Air Coalition
Industry$96.689m · 1.089%2023 · Global · DATA worksheet grouped by sector · USD millionClimate Policy Initiative / Climate & Clean Air Coalition
Residential$63.732m · 0.718%2023 · Global · DATA worksheet grouped by sector · USD millionClimate Policy Initiative / Climate & Clean Air Coalition
Cross-sector$42.502m · 0.479%2023 · Global · DATA worksheet grouped by sector · USD millionClimate Policy Initiative / Climate & Clean Air Coalition
Fossil Fuels$19.957m · 0.225%2023 · Global · DATA worksheet grouped by sector · USD millionClimate Policy Initiative / Climate & Clean Air Coalition
Energy$0.052m · 0.001%2023 · Global · DATA worksheet grouped by sector · USD millionClimate Policy Initiative / Climate & Clean Air Coalition

Insight 04

Shared priorities, local responsibilities

The ADB regional report brings city-level air-quality management into a common discussion. Bangkok and Chiang Mai also have distinct local contexts and planning periods.

Follow the evidence
Place, priority and planning period
Chiang Mai

Chiang Mai Air Pollution Action Plan

ADB lists the Chiang Mai Air Pollution Action Plan for 2023–2030. Included as policy context. Publication of a plan does not establish that its targets have been achieved or an IIL / Vidvapath partnership.

2023–2030 planning period · Published action plan

Asian Development Bank / Clean Air Asia Locate initiative
Bangkok

Bangkok clean-air action

ADB documents vehicle-emissions monitoring, cleaner-transport measures and agricultural fire tools. Proposed priorities include non-burning alternatives and community fire management. No IIL / Vidvapath partnership is asserted.

ADB March 2026 snapshot · Reported programs and proposed actions

Asian Development Bank / Clean Air Asia Locate initiative

Read each place as a separate policy context. The links do not represent a consensus or effectiveness score.

02 / 02 · Compare responsibilities across places.

01 / Selected regional and city policy documents

Whose priorities are documented?

Start with one place and its stated policy context. The source establishes the scope of the plan.
Asian Development Bank / Clean Air Asia

02 / Published plans · no consensus score

Compare responsibilities across places.

The annotated place records show distinct priorities and planning periods. Shared themes do not establish agreement or implementation.
Asian Development Bank / Clean Air Asia
The evidence behind this figure 2 records
Published values and source references. Missing measurements are not zero.
RecordValue / classificationScope / referenceSource
Chiang Mai Air Pollution Action PlanPublished action planChiang Mai · 2023–2030 planning period · ADB 2026, printed p. 21, Table 4.Asian Development Bank / Clean Air Asia
Bangkok clean-air actionReported programs and proposed actionsBangkok · ADB March 2026 snapshot · ADB 2026, printed pp. 38, 51–53.Asian Development Bank / Clean Air Asia

Insight 05

People and institutions that connect the work

Research publishers, community initiatives and public institutions play different roles. These connections are limited to relationships explicitly supported by the selected sources.

Follow the evidence
Documented relationships in this curated collection

Select a row to inspect its evidence.

Counts describe this small evidence collection, not influence, institutional importance or the complete ecosystem.

02 / 02 · Add the rest of the register.

01 / Curated relationship register · counts

Which links are documented?

Introduce the first institutions and count their explicitly documented relationships in this collection.
Asian Development Bank / Clean Air Asia Faculty of Engineering, Chulalongkorn University

02 / Curated relationship register · counts

Add the rest of the register.

The same count scale now includes every actor with a documented link. Counts describe the collection, not influence or institutional importance.
Asian Development Bank / Clean Air Asia Faculty of Engineering, Chulalongkorn University
The evidence behind this figure 9 records
Published values and source references. Missing measurements are not zero.
RecordValue / classificationScope / referenceSource
Chulalongkorn Engineering1Documented links in the curated collection, not influenceFaculty of Engineering, Chulalongkorn University
Chetawan community1Documented links in the curated collection, not influenceFaculty of Engineering, Chulalongkorn University
Rakkaew Foundation1Documented links in the curated collection, not influenceFaculty of Engineering, Chulalongkorn University
Bangkok Metropolitan Administration1Documented links in the curated collection, not influenceAsian Development Bank / Clean Air Asia
Pollution Control Department2Documented links in the curated collection, not influenceAsian Development Bank / Clean Air Asia
Asian Development Bank1Documented links in the curated collection, not influenceAsian Development Bank / Clean Air Asia
Climate Policy Initiative1Documented links in the curated collection, not influenceClimate Policy Initiative / Climate & Clean Air Coalition
Climate & Clean Air Coalition1Documented links in the curated collection, not influenceClimate Policy Initiative / Climate & Clean Air Coalition
World Health Organization1Documented links in the curated collection, not influenceWorld Health Organization
Explore the relationship network

Insight 06

The mix of intervention types

The source taxonomy covers 9 sectors. Its distribution describes the classification framework, not the prevalence of interventions in Thailand.

Follow the evidence
Full taxonomy measures by sectorClimate Policy Initiative / Climate & Clean Air Coalition

Select a row to inspect its evidence.

Counts are computed from all 174 published taxonomy measures. Each measure is counted once in its assigned sector.

02 / 02 · Complete the sector picture.

01 / CPI / CCAC · taxonomy measure counts

How does the taxonomy divide its measures?

Start with the first sector. Each measure belongs to one assigned sector in this source.
Climate Policy Initiative / Climate & Clean Air Coalition

02 / Full taxonomy · measure counts

174

Complete the sector picture.

All 174 measures are now represented. Select a sector to inspect its measures. This distribution does not measure deployment in Thailand.
Climate Policy Initiative / Climate & Clean Air Coalition
The evidence behind this figure 174 records
Published values and source references. Missing measurements are not zero.
RecordValue / classificationScope / referenceSource
Integrating nitrogen fixing crops in rotationsAgriculture · N2O, NMVOCs, NOxTaxonomy!B6:O6Climate Policy Initiative / Climate & Clean Air Coalition
Reduced tillageAgriculture · N2O, NMVOCs, NOxTaxonomy!B7:O7Climate Policy Initiative / Climate & Clean Air Coalition
Use of cover cropsAgriculture · N2O, NMVOCs, NOxTaxonomy!B8:O8Climate Policy Initiative / Climate & Clean Air Coalition
Production of biofuelsAgriculture · CH4, N2OTaxonomy!B9:O9Climate Policy Initiative / Climate & Clean Air Coalition
Efficient application of ureaAgriculture · N2OTaxonomy!B10:O10Climate Policy Initiative / Climate & Clean Air Coalition
Switch to ammonium nitrate fertilizers where applicableAgriculture · N2OTaxonomy!B11:O11Climate Policy Initiative / Climate & Clean Air Coalition
Other nutrient managementAgriculture · N2OTaxonomy!B12:O12Climate Policy Initiative / Climate & Clean Air Coalition
Implementation of alternate wetting and drying for flooded riceAgriculture · CH4Taxonomy!B13:O13Climate Policy Initiative / Climate & Clean Air Coalition
Intermittent aeration of continuously flooded rice paddiesAgriculture · CH4Taxonomy!B14:O14Climate Policy Initiative / Climate & Clean Air Coalition
Use of low CH4 (methane) formation hybrids and sulphate containing amendmentsAgriculture · CH4Taxonomy!B15:O15Climate Policy Initiative / Climate & Clean Air Coalition
Shallow floodingAgriculture · CH4Taxonomy!B16:O16Climate Policy Initiative / Climate & Clean Air Coalition
Mid-season drying eventAgriculture · CH4Taxonomy!B17:O17Climate Policy Initiative / Climate & Clean Air Coalition
Off-season strawAgriculture · CH4Taxonomy!B18:O18Climate Policy Initiative / Climate & Clean Air Coalition
Soil health and erosion controlAgriculture · N2OTaxonomy!B19:O19Climate Policy Initiative / Climate & Clean Air Coalition
Soil carbon storage managementAgriculture · N2OTaxonomy!B20:O20Climate Policy Initiative / Climate & Clean Air Coalition
Ban open burning of agricultural waste and residuesAgriculture · NMVOCs, CO, PM2.5, BC, NOxTaxonomy!B21:O21Climate Policy Initiative / Climate & Clean Air Coalition
Collection of agricultural waste and use for energetic purposesAgriculture · NMVOCs, CO, PM2.5, BC, NOxTaxonomy!B22:O22Climate Policy Initiative / Climate & Clean Air Coalition
Happy seeder and other mechanised residue managementAgriculture · NMVOCs, CO, PM2.5, BC, NOxTaxonomy!B23:O23Climate Policy Initiative / Climate & Clean Air Coalition
Collection and use of crop residue for animal feedAgriculture · NMVOCs, CO, PM2.5, BC, NOxTaxonomy!B24:O24Climate Policy Initiative / Climate & Clean Air Coalition
Feed supplementsAgriculture · CH4Taxonomy!B25:O25Climate Policy Initiative / Climate & Clean Air Coalition
Selective breedingAgriculture · CH4Taxonomy!B26:O26Climate Policy Initiative / Climate & Clean Air Coalition
Precision feedingAgriculture · CH4Taxonomy!B27:O27Climate Policy Initiative / Climate & Clean Air Coalition
Feed additivesAgriculture · CH4Taxonomy!B28:O28Climate Policy Initiative / Climate & Clean Air Coalition
Efficient manure incorporation into soilsAgriculture · CH4, N2O, NMVOCsTaxonomy!B29:O29Climate Policy Initiative / Climate & Clean Air Coalition
Improved manure storage coveringAgriculture · CH4, N2O, NMVOCsTaxonomy!B30:O30Climate Policy Initiative / Climate & Clean Air Coalition
Feeding strategiesAgriculture · CH4, N2O, NMVOCsTaxonomy!B31:O31Climate Policy Initiative / Climate & Clean Air Coalition
Anaerobic digestion of livestock manure and biogas productionAgriculture · CH4, N2O, NMVOCsTaxonomy!B32:O32Climate Policy Initiative / Climate & Clean Air Coalition
Rotational grazingAgriculture · N2OTaxonomy!B33:O33Climate Policy Initiative / Climate & Clean Air Coalition
Grazing management to reduce fire fuel loadsAgriculture · N2O, NMVOCs, CO, PM2.5, BC, NOxTaxonomy!B34:O34Climate Policy Initiative / Climate & Clean Air Coalition
Climate resilience measures and livestock productivityAgriculture · CH4, N2OTaxonomy!B35:O35Climate Policy Initiative / Climate & Clean Air Coalition
Buffer stripsAgriculture · N2OTaxonomy!B36:O36Climate Policy Initiative / Climate & Clean Air Coalition
Energy efficiencyAgriculture · NMVOCs, CO, PM2.5, NOxTaxonomy!B37:O37Climate Policy Initiative / Climate & Clean Air Coalition
Cleaner fuelsAgriculture · NMVOCs, CO, PM2.5, NOxTaxonomy!B38:O38Climate Policy Initiative / Climate & Clean Air Coalition
Organic farmingAgriculture · CH4, N2OTaxonomy!B39:O39Climate Policy Initiative / Climate & Clean Air Coalition
Restoring degraded crop and pasture landsAgriculture · N2OTaxonomy!B40:O40Climate Policy Initiative / Climate & Clean Air Coalition
Shift to healthy diets that reduce red meat consumption and increase plant-based protein sourcesAgriculture · CH4, N2OTaxonomy!B41:O41Climate Policy Initiative / Climate & Clean Air Coalition
Energy efficiency (including standards) in commercial sectorCommercial and public services · NMVOCs, CO, PM2.5, BC, NOxTaxonomy!B42:O42Climate Policy Initiative / Climate & Clean Air Coalition
Switch to cleaner fuelsCommercial and public services · NMVOCs, CO, PM2.5, BC, NOxTaxonomy!B43:O43Climate Policy Initiative / Climate & Clean Air Coalition
Replacement with Solar PV (pholtovoltaic)Energy generation · PM2.5, BC, NOxTaxonomy!B44:O44Climate Policy Initiative / Climate & Clean Air Coalition
Replacement with Onshore WindEnergy generation · PM2.5, BC, NOxTaxonomy!B45:O45Climate Policy Initiative / Climate & Clean Air Coalition
Replacement with Offshore WindEnergy generation · PM2.5, BC, NOxTaxonomy!B46:O46Climate Policy Initiative / Climate & Clean Air Coalition
Replacement with other renewablesEnergy generation · PM2.5, BC, NOxTaxonomy!B47:O47Climate Policy Initiative / Climate & Clean Air Coalition
Ban of new sub-critical plantsEnergy generation · PM2.5, BC, NOxTaxonomy!B48:O48Climate Policy Initiative / Climate & Clean Air Coalition
Electrostatic precipitators on coal power plantsEnergy generation · PM2.5, BC, NOxTaxonomy!B49:O49Climate Policy Initiative / Climate & Clean Air Coalition
Increase efficiency of power generationEnergy generation · PM2.5, BC, NOxTaxonomy!B50:O50Climate Policy Initiative / Climate & Clean Air Coalition
Switch from coal/fuel oil to gasEnergy generation · CO, PM2.5, BC, NOxTaxonomy!B51:O51Climate Policy Initiative / Climate & Clean Air Coalition
Switch from coal/fuel oil to biomassEnergy generation · CO, PM2.5, BC, NOxTaxonomy!B52:O52Climate Policy Initiative / Climate & Clean Air Coalition
Transmission and distribution loss reductionEnergy generation · PM2.5, BC, NOxTaxonomy!B53:O53Climate Policy Initiative / Climate & Clean Air Coalition
Reduce gas flaring and ventingFossil fuel extraction, processing, and distribution · CH4Taxonomy!B54:O54Climate Policy Initiative / Climate & Clean Air Coalition
Leakage control of fugitive emissions from unintended leakage sources (non-pipeline)Fossil fuel extraction, processing, and distribution · CH4Taxonomy!B55:O55Climate Policy Initiative / Climate & Clean Air Coalition
Reduced gas leakage from long-distance transmission pipelinesFossil fuel extraction, processing, and distribution · CH4Taxonomy!B56:O56Climate Policy Initiative / Climate & Clean Air Coalition
Plugging of abandoned oil and gas wells to prevent methane leakage from inactive or orphaned wellsFossil fuel extraction, processing, and distribution · CH4Taxonomy!B57:O57Climate Policy Initiative / Climate & Clean Air Coalition
Replace gas-powered pneumatic devices and gasoline or diesel engines with electric motorsFossil fuel extraction, processing, and distribution · CH4Taxonomy!B58:O58Climate Policy Initiative / Climate & Clean Air Coalition
Replace compressor seals or rodsFossil fuel extraction, processing, and distribution · CH4Taxonomy!B59:O59Climate Policy Initiative / Climate & Clean Air Coalition
Regular inspections (and repair) of sites using instruments to detect leaks (LDAR) and emissions due to improper operationsFossil fuel extraction, processing, and distribution · CH4Taxonomy!B60:O60Climate Policy Initiative / Climate & Clean Air Coalition
Recovery and utilization of vented gas with vapor recovery units (VRUs) and well plungersFossil fuel extraction, processing, and distribution · CH4Taxonomy!B61:O61Climate Policy Initiative / Climate & Clean Air Coalition
Capture of associated gas from oil wellsFossil fuel extraction, processing, and distribution · CH4Taxonomy!B62:O62Climate Policy Initiative / Climate & Clean Air Coalition
Blowdown captureFossil fuel extraction, processing, and distribution · CH4Taxonomy!B63:O63Climate Policy Initiative / Climate & Clean Air Coalition
Recovery of CH4 (methane) during miningFossil fuel extraction, processing, and distribution · CH4Taxonomy!B64:O64Climate Policy Initiative / Climate & Clean Air Coalition
Extended pre-mine degasificationFossil fuel extraction, processing, and distribution · CH4Taxonomy!B65:O65Climate Policy Initiative / Climate & Clean Air Coalition
Recovery and oxidation of methane from ventilation airFossil fuel extraction, processing, and distribution · CH4Taxonomy!B66:O66Climate Policy Initiative / Climate & Clean Air Coalition
Flooding abandoned coal minesFossil fuel extraction, processing, and distribution · CH4Taxonomy!B67:O67Climate Policy Initiative / Climate & Clean Air Coalition
Ban on new exploration and expansion of fossil fuelsFossil fuel extraction, processing, and distribution · CH4, NOxTaxonomy!B68:O68Climate Policy Initiative / Climate & Clean Air Coalition
Deploy new modernized brick kilns (Hoffmann kilns, Zig-zag kilns, vertical shaft brick kilns)Industry · PM2.5, BCTaxonomy!B69:O69Climate Policy Initiative / Climate & Clean Air Coalition
Reduce clinker content in cement productionIndustry · PM2.5Taxonomy!B70:O70Climate Policy Initiative / Climate & Clean Air Coalition
Deploy new modernized coke ovensIndustry · PM2.5, BCTaxonomy!B71:O71Climate Policy Initiative / Climate & Clean Air Coalition
Improvement of end-of-pipe abatement measuresIndustry · PM2.5, BCTaxonomy!B72:O72Climate Policy Initiative / Climate & Clean Air Coalition
Quenching system improvements (dry vs. wet)Industry · PM2.5, BCTaxonomy!B73:O73Climate Policy Initiative / Climate & Clean Air Coalition
Mitigating emissions in the production of adipic acid and nitric acidIndustry · N2O, NMVOCs, NOxTaxonomy!B74:O74Climate Policy Initiative / Climate & Clean Air Coalition
Low-solvent paintsIndustry · NMVOCs, CO, PM2.5, BC, NOxTaxonomy!B75:O75Climate Policy Initiative / Climate & Clean Air Coalition
Incineration and recoveryIndustry · NMVOCs, CO, PM2.5, BC, NOxTaxonomy!B76:O76Climate Policy Initiative / Climate & Clean Air Coalition
Leak detectionIndustry · NMVOCs, CO, PM2.5, BC, NOxTaxonomy!B77:O77Climate Policy Initiative / Climate & Clean Air Coalition
New or enhanced minimum energy efficiency standardsIndustry · NMVOCs, CO, PM2.5, BC, NOxTaxonomy!B78:O78Climate Policy Initiative / Climate & Clean Air Coalition
Best available techniques required for operating permits in industrial processes (steel, cement, etc.)Industry · NMVOCs, CO, PM2.5, BC, NOxTaxonomy!B79:O79Climate Policy Initiative / Climate & Clean Air Coalition
High-efficiency PM (particulate matter) controls in industrial biomass and waste combustionIndustry · NMVOCs, CO, PM2.5, BC, NOxTaxonomy!B80:O80Climate Policy Initiative / Climate & Clean Air Coalition
Post-combustion control of SO2 (sulphur dioxide), NOx (nitrogen oxides) and PM (particulate matter) emissions of large boilersIndustry · NMVOCs, CO, PM2.5, BC, NOxTaxonomy!B81:O81Climate Policy Initiative / Climate & Clean Air Coalition
Diesel particle filters for construction machinery, agricultural tractors and inland shippingIndustry · NMVOCs, CO, PM2.5, BC, NOxTaxonomy!B82:O82Climate Policy Initiative / Climate & Clean Air Coalition
Elimination of high-emitting off-road vehiclesIndustry · NMVOCs, CO, PM2.5, BC, NOxTaxonomy!B83:O83Climate Policy Initiative / Climate & Clean Air Coalition
Implement Kigali Amendment to phase down HFCs (hydrofluorocarbons)Industry · HFCsTaxonomy!B84:O84Climate Policy Initiative / Climate & Clean Air Coalition
Training of service techniciansIndustry · HFCsTaxonomy!B85:O85Climate Policy Initiative / Climate & Clean Air Coalition
Technology conversion to lower GWP (global warming potential) or not-in-kind alternativesIndustry · HFCsTaxonomy!B86:O86Climate Policy Initiative / Climate & Clean Air Coalition
Reduced charge size and improved energy efficiencyIndustry · HFCsTaxonomy!B87:O87Climate Policy Initiative / Climate & Clean Air Coalition
Ban on imports of products containing high GWP (global warming potential) HFCs (hydrofluorocarbons), unless essentialIndustry · HFCsTaxonomy!B88:O88Climate Policy Initiative / Climate & Clean Air Coalition
Retrofit/replacement of refrigerants with lower GWP (global warming potential) alternatives provided the equipment allows for this safely and without jeopardizing energy efficiencyIndustry · HFCsTaxonomy!B89:O89Climate Policy Initiative / Climate & Clean Air Coalition
Retrofit/replacement of refrigerants with water-based cooling systemsIndustry · HFCsTaxonomy!B90:O90Climate Policy Initiative / Climate & Clean Air Coalition
Retrofit/replacement of refrigerants with ammonia-based cooling systemsIndustry · HFCsTaxonomy!B91:O91Climate Policy Initiative / Climate & Clean Air Coalition
Retrofit/replacement of refrigerants with evaporative cooling systemsIndustry · HFCsTaxonomy!B92:O92Climate Policy Initiative / Climate & Clean Air Coalition
Recovery of refrigerants at the end of their lifecycle, primarily for recyclingIndustry · HFCsTaxonomy!B93:O93Climate Policy Initiative / Climate & Clean Air Coalition
Conserve wood-fuel supplies by making charcoal as efficiently as possibleIndustry · PM2.5, BCTaxonomy!B94:O94Climate Policy Initiative / Climate & Clean Air Coalition
Reforestation/ afforestationLULUCF · NMVOCs, CO, PM2.5, NOxTaxonomy!B95:O95Climate Policy Initiative / Climate & Clean Air Coalition
Avoid deforestationLULUCF · NMVOCs, CO, PM2.5, NOxTaxonomy!B96:O96Climate Policy Initiative / Climate & Clean Air Coalition
Reduce land degradationLULUCF · NMVOCs, CO, PM2.5, NOxTaxonomy!B97:O97Climate Policy Initiative / Climate & Clean Air Coalition
Fire prevention and forest management programsLULUCF · NMVOCs, CO, PM2.5, BC, NOxTaxonomy!B98:O98Climate Policy Initiative / Climate & Clean Air Coalition
Prescribed burning programs (controlled, early-season burns)LULUCF · NMVOCs, CO, PM2.5, BC, NOxTaxonomy!B99:O99Climate Policy Initiative / Climate & Clean Air Coalition
Community-based forest fire monitoring and early warning systemsLULUCF · NMVOCs, CO, PM2.5, BC, NOxTaxonomy!B100:O100Climate Policy Initiative / Climate & Clean Air Coalition
Deployment of more efficient heating stovesResidential · NMVOCs, CO, PM2.5, BC, NOxTaxonomy!B101:O101Climate Policy Initiative / Climate & Clean Air Coalition
Replacing wood-burning technologies with pellet stoves and boilersResidential · NMVOCs, CO, PM2.5, BC, NOxTaxonomy!B102:O102Climate Policy Initiative / Climate & Clean Air Coalition
Deployment of more efficient boilersResidential · NMVOCs, CO, PM2.5, BC, NOxTaxonomy!B103:O103Climate Policy Initiative / Climate & Clean Air Coalition
Deployment of advanced cookstoves that use clean fuelsResidential · NMVOCs, CO, PM2.5, BC, NOxTaxonomy!B104:O104Climate Policy Initiative / Climate & Clean Air Coalition
Access to fuels for clean cooking fuelsResidential · NMVOCs, CO, PM2.5, BC, NOxTaxonomy!B105:O105Climate Policy Initiative / Climate & Clean Air Coalition
Use of solar power for cookingResidential · NMVOCs, CO, PM2.5, BC, NOxTaxonomy!B106:O106Climate Policy Initiative / Climate & Clean Air Coalition
Solar heatersResidential · NMVOCs, CO, PM2.5, BC, NOxTaxonomy!B107:O107Climate Policy Initiative / Climate & Clean Air Coalition
Minimum energy performance standards for lightingResidential · NMVOCs, CO, PM2.5, BC, NOxTaxonomy!B108:O108Climate Policy Initiative / Climate & Clean Air Coalition
Reduce kerosene for lightingResidential · NMVOCs, CO, PM2.5, BC, NOxTaxonomy!B109:O109Climate Policy Initiative / Climate & Clean Air Coalition
Efficient air conditioningResidential · NMVOCs, CO, PM2.5, BC, NOxTaxonomy!B110:O110Climate Policy Initiative / Climate & Clean Air Coalition
Efficient refrigerationResidential · NMVOCs, CO, PM2.5, BC, NOxTaxonomy!B111:O111Climate Policy Initiative / Climate & Clean Air Coalition
Other household energy efficiencyResidential · NMVOCs, CO, PM2.5, BC, NOxTaxonomy!B112:O112Climate Policy Initiative / Climate & Clean Air Coalition
Minimum energy performance standards for appliances and heating and coolingResidential · NMVOCs, CO, PM2.5, BC, NOxTaxonomy!B113:O113Climate Policy Initiative / Climate & Clean Air Coalition
Roof-top solar installations, etc.Residential · NMVOCs, CO, PM2.5, BC, NOxTaxonomy!B114:O114Climate Policy Initiative / Climate & Clean Air Coalition
District heating connectionResidential · NMVOCs, CO, PM2.5, BC, NOxTaxonomy!B115:O115Climate Policy Initiative / Climate & Clean Air Coalition
Minimum energy performance standards for buildingsResidential · NMVOCs, CO, PM2.5, BC, NOxTaxonomy!B116:O116Climate Policy Initiative / Climate & Clean Air Coalition
Improve inspection and maintenance systems for vehiclesTransport · NMVOCs, CO, PM2.5, BC, NOxTaxonomy!B117:O117Climate Policy Initiative / Climate & Clean Air Coalition
Elimination of high-emitting vehiclesTransport · NMVOCs, CO, PM2.5, BC, NOxTaxonomy!B118:O118Climate Policy Initiative / Climate & Clean Air Coalition
Advanced emissions controls (Euro VI) for petrol carsTransport · NMVOCs, CO, PM2.5, BC, NOxTaxonomy!B119:O119Climate Policy Initiative / Climate & Clean Air Coalition
Advanced emissions controls (Euro VI) for heavy-duty vehiclesTransport · NMVOCs, CO, PM2.5, BC, NOxTaxonomy!B120:O120Climate Policy Initiative / Climate & Clean Air Coalition
Advanced emissions controls (Euro VI) for light-duty vehiclesTransport · NMVOCs, CO, PM2.5, BC, NOxTaxonomy!B121:O121Climate Policy Initiative / Climate & Clean Air Coalition
Phase-out two-stroke engine powered two wheelersTransport · NMVOCs, CO, PM2.5, BC, NOxTaxonomy!B122:O122Climate Policy Initiative / Climate & Clean Air Coalition
Deploy four-stroke engines powered two wheelers with strict emissions standards or electric enginesTransport · NMVOCs, CO, PM2.5, BC, NOxTaxonomy!B123:O123Climate Policy Initiative / Climate & Clean Air Coalition
Diesel particle filters for road vehiclesTransport · NMVOCs, CO, PM2.5, BC, NOxTaxonomy!B124:O124Climate Policy Initiative / Climate & Clean Air Coalition
Clean air and congestion zoningTransport · PM2.5, BCTaxonomy!B125:O125Climate Policy Initiative / Climate & Clean Air Coalition
Efficiency standardsTransport · NMVOCs, CO, PM2.5, BC, NOxTaxonomy!B126:O126Climate Policy Initiative / Climate & Clean Air Coalition
Increase number of hybrid vehiclesTransport · NMVOCs, CO, PM2.5, BC, NOxTaxonomy!B127:O127Climate Policy Initiative / Climate & Clean Air Coalition
Increase number of passenger electric vehiclesTransport · NMVOCs, CO, PM2.5, BC, NOxTaxonomy!B128:O128Climate Policy Initiative / Climate & Clean Air Coalition
Road freight electrificationTransport · NMVOCs, CO, PM2.5, BC, NOxTaxonomy!B129:O129Climate Policy Initiative / Climate & Clean Air Coalition
Increase number of hydrogen vehicles in vehicle fleetTransport · NMVOCs, CO, PM2.5, BC, NOxTaxonomy!B130:O130Climate Policy Initiative / Climate & Clean Air Coalition
Introduction of biofuelsTransport · NMVOCs, CO, PM2.5, BC, NOxTaxonomy!B131:O131Climate Policy Initiative / Climate & Clean Air Coalition
Enhanced cleaning and paving of roads and side-walksTransport · NMVOCs, CO, PM2.5, BC, NOxTaxonomy!B132:O132Climate Policy Initiative / Climate & Clean Air Coalition
Conversion to NG, LNG and CNG for heavy-duty vehiclesTransport · NMVOCs, CO, PM2.5, BC, NOxTaxonomy!B133:O133Climate Policy Initiative / Climate & Clean Air Coalition
Switch freight from road to railTransport · NMVOCs, CO, PM2.5, BC, NOxTaxonomy!B134:O134Climate Policy Initiative / Climate & Clean Air Coalition
Rail electrificationTransport · NMVOCs, CO, PM2.5, NOxTaxonomy!B135:O135Climate Policy Initiative / Climate & Clean Air Coalition
Using liquid natural gasTransport · NMVOCs, CO, PM2.5, BC, NOxTaxonomy!B136:O136Climate Policy Initiative / Climate & Clean Air Coalition
Alternative fuel production - e-ammonia, green hydrogen, and e-methanolTransport · NMVOCs, CO, PM2.5, BC, NOxTaxonomy!B137:O137Climate Policy Initiative / Climate & Clean Air Coalition
Heavy fuel oil (HFO) ban in Arctic and sensitive regionsTransport · NMVOCs, CO, PM2.5, BC, NOxTaxonomy!B138:O138Climate Policy Initiative / Climate & Clean Air Coalition
Low-methane-slip LNG engine technologiesTransport · NMVOCs, CO, PM2.5, BC, NOxTaxonomy!B139:O139Climate Policy Initiative / Climate & Clean Air Coalition
Alternative fuel ready shipsTransport · NMVOCs, CO, PM2.5, BC, NOxTaxonomy!B140:O140Climate Policy Initiative / Climate & Clean Air Coalition
Progressing beyond the IMO (International Maritime Organization) agreement on sulphur contentTransport · NMVOCs, CO, PM2.5, BC, NOxTaxonomy!B141:O141Climate Policy Initiative / Climate & Clean Air Coalition
Deploying diesel particle filtersTransport · NMVOCs, CO, PM2.5, BC, NOxTaxonomy!B142:O142Climate Policy Initiative / Climate & Clean Air Coalition
Scrubber installation for exhaust gas cleaningTransport · NMVOCs, CO, PM2.5, BC, NOxTaxonomy!B143:O143Climate Policy Initiative / Climate & Clean Air Coalition
Speed optimization and route planningTransport · NMVOCs, CO, PM2.5, BC, NOxTaxonomy!B144:O144Climate Policy Initiative / Climate & Clean Air Coalition
Shore power (cold ironing) at port terminalsTransport · NMVOCs, CO, PM2.5, BC, NOxTaxonomy!B145:O145Climate Policy Initiative / Climate & Clean Air Coalition
Increase non-motorized - cycling and walkingTransport · NMVOCs, CO, PM2.5, BC, NOxTaxonomy!B146:O146Climate Policy Initiative / Climate & Clean Air Coalition
Implement bike sharing systemsTransport · NMVOCs, CO, PM2.5, BC, NOxTaxonomy!B147:O147Climate Policy Initiative / Climate & Clean Air Coalition
Implementation of bus rapid transport systemsTransport · NMVOCs, CO, PM2.5, BC, NOxTaxonomy!B148:O148Climate Policy Initiative / Climate & Clean Air Coalition
Enhance provision and access to public transportTransport · NMVOCs, CO, PM2.5, BC, NOxTaxonomy!B149:O149Climate Policy Initiative / Climate & Clean Air Coalition
Taking stronger action to decrease car ownershipTransport · NMVOCs, CO, PM2.5, BC, NOxTaxonomy!B150:O150Climate Policy Initiative / Climate & Clean Air Coalition
Development of formal landfill sitesWaste · CH4Taxonomy!B151:O151Climate Policy Initiative / Climate & Clean Air Coalition
Sustainable financing systems for sanitary landfillsWaste · CH4Taxonomy!B152:O152Climate Policy Initiative / Climate & Clean Air Coalition
Investing in biocoversWaste · CH4Taxonomy!B153:O153Climate Policy Initiative / Climate & Clean Air Coalition
Centralized waste collection, disposal/incinerationWaste · NMVOCs, CO, PM2.5, BCTaxonomy!B154:O154Climate Policy Initiative / Climate & Clean Air Coalition
Ban on open burningWaste · NMVOCs, CO, PM2.5, BCTaxonomy!B155:O155Climate Policy Initiative / Climate & Clean Air Coalition
Centralized waste collection with source separation and reuseWaste · CH4Taxonomy!B156:O156Climate Policy Initiative / Climate & Clean Air Coalition
Limits on landfill disposal of organic/biodegradable wasteWaste · CH4Taxonomy!B157:O157Climate Policy Initiative / Climate & Clean Air Coalition
Mechanical Biological Treatment (MBT) combining mechanical sorting with biological processingWaste · CH4Taxonomy!B158:O158Climate Policy Initiative / Climate & Clean Air Coalition
Production and utilization of Solid Recovered Fuels (SRF) from wasteWaste · CH4Taxonomy!B159:O159Climate Policy Initiative / Climate & Clean Air Coalition
Biodegradable waste - anaerobic digestion with biogas recoveryWaste · CH4Taxonomy!B160:O160Climate Policy Initiative / Climate & Clean Air Coalition
Landfill gas collection with combustion/utilizationWaste · CH4Taxonomy!B161:O161Climate Policy Initiative / Climate & Clean Air Coalition
Recycling or treatment with energy recovery - industrialWaste · CH4Taxonomy!B162:O162Climate Policy Initiative / Climate & Clean Air Coalition
Waste-to-energy - incinerationWaste · CH4Taxonomy!B163:O163Climate Policy Initiative / Climate & Clean Air Coalition
Black soldier fly technologiesWaste · CH4Taxonomy!B164:O164Climate Policy Initiative / Climate & Clean Air Coalition
CompostingWaste · CH4Taxonomy!B165:O165Climate Policy Initiative / Climate & Clean Air Coalition
Avoid and separate (behaviour change)Waste · CH4Taxonomy!B166:O166Climate Policy Initiative / Climate & Clean Air Coalition
Adequate budgeting for universal waste systemsWaste · CH4Taxonomy!B167:O167Climate Policy Initiative / Climate & Clean Air Coalition
Deploy systems to support circular economiesWaste · CH4Taxonomy!B168:O168Climate Policy Initiative / Climate & Clean Air Coalition
Reduce organic waste generationWaste · CH4Taxonomy!B169:O169Climate Policy Initiative / Climate & Clean Air Coalition
Pay-as-you-throw regulationsWaste · CH4Taxonomy!B170:O170Climate Policy Initiative / Climate & Clean Air Coalition
Reduce food waste at point of consumptionWaste · CH4Taxonomy!B171:O171Climate Policy Initiative / Climate & Clean Air Coalition
Cold chain investmentWaste · CH4Taxonomy!B172:O172Climate Policy Initiative / Climate & Clean Air Coalition
Process optimization to reduce N2O from wastewaterWaste · N2OTaxonomy!B173:O173Climate Policy Initiative / Climate & Clean Air Coalition
Improving access to and management of sanitation servicesWaste · CH4Taxonomy!B174:O174Climate Policy Initiative / Climate & Clean Air Coalition
Food industry liquid waste treated in anaerobic digesters with biogas recoveryWaste · CH4Taxonomy!B175:O175Climate Policy Initiative / Climate & Clean Air Coalition
Anaerobic digestion for biogas productionWaste · CH4Taxonomy!B176:O176Climate Policy Initiative / Climate & Clean Air Coalition
Methane capture at wastewater treatment plantsWaste · CH4Taxonomy!B177:O177Climate Policy Initiative / Climate & Clean Air Coalition
Two-stage wastewater treatment with biogas recovery (industrial)Waste · CH4Taxonomy!B178:O178Climate Policy Initiative / Climate & Clean Air Coalition
Upgrading primary wastewater treatment to secondary/tertiary treatment with gas recovery and overflow control (residential)Waste · CH4Taxonomy!B179:O179Climate Policy Initiative / Climate & Clean Air Coalition

Insight 07

Challenges & evidence coverage

Air-quality measurements, financing records and community case studies answer different questions. Looking across them helps identify where more evaluation would be useful.

Follow the evidence
Documented community outcomesFaculty of Engineering, Chulalongkorn University

Water-service outcomes do not establish avoided burning or emissions reductions.

These measures refer to the 2022 water infrastructure. They do not establish an air-quality or emissions outcome.

03 / 03 · What would establish cleaner air?

01 / Chetawan Village, Nan · 2022

43

What does local evidence establish?

The university case study reports households served by the 2022 Huai Tang Ho water system. This is a water-service outcome.
Faculty of Engineering, Chulalongkorn University

02 / Chetawan Village, Nan · 2022

~200 rai

Water reaches agricultural land.

The reported service area is approximate. Households and rai measure different things and are shown separately.
Faculty of Engineering, Chulalongkorn University

03 / Evaluation gap · no measured air outcome

What would establish cleaner air?

A future evaluation would need a baseline, a defined intervention and pollution measurements. This water case study does not establish reduced burning or emissions.
Faculty of Engineering, Chulalongkorn University
The evidence behind this figure 2 records
Published values and source references. Missing measurements are not zero.
RecordValue / classificationScope / referenceSource
Households with year-round water43 households2022 · Chetawan Village, Nan, Thailand · Huai Tang Ho weir and distribution system, 2022. University-reported coverage for this intervention. Not a measured clean-air outcome or total for every system.Faculty of Engineering, Chulalongkorn University
Area served by the 2022 water system~200 rai2022 · Chetawan Village, Nan, Thailand · Huai Tang Ho weir, 2022; approximate service area. Not afforestation, avoided burning or restored forest. Do not add to the 2019 service area because overlap is unknown.Faculty of Engineering, Chulalongkorn University

Insight 08

Ecosystem connectivity

The network brings documented links and proposed pathways into the same view while keeping their status visible. A proposed connection is a research question, not an announced partnership.

Follow the evidence
Relationship register

Solid marks indicate documented links; dashed marks indicate proposed pathways. Select a relationship to inspect its attribution.

02 / 02 · Then consider proposed pathways.

01 / Curated relationship register

Trace the documented connections.

Solid lines identify relationships explicitly supported by the cited source. Inspect a connection for its attribution.
Faculty of Engineering, Chulalongkorn University Asian Development Bank / Clean Air Asia Climate Policy Initiative / Climate & Clean Air Coalition World Health Organization

02 / Proposals · not established partnerships

Then consider proposed pathways.

Dashed lines add research and collaboration proposals. Their presence does not announce a partnership.
The evidence behind this figure 8 records
Published values and source references. Missing measurements are not zero.
RecordValue / classificationScope / referenceSource
Community engineeringdocumentedChulalongkorn Engineering → nan · Water infrastructure and engineering-camp case study, 2019–2023.Faculty of Engineering, Chulalongkorn University
Community collaborationdocumentedChetawan community → nan · Community participation and year-round water use described in the case study.Faculty of Engineering, Chulalongkorn University
2023 award and supportdocumentedRakkaew Foundation → nan · Rakkaew recognition and support in the university case study.Faculty of Engineering, Chulalongkorn University
Local managementdocumentedBangkok Metropolitan Administration → bangkok · ADB printed p. 38, management capacity; pp. 52–53.Asian Development Bank / Clean Air Asia
Monitoring and coordinationdocumentedPollution Control Department → bangkok · ADB printed p. 38, management capacity.Asian Development Bank / Clean Air Asia
Published assessmentdocumentedAsian Development Bank → bangkok · ADB printed pp. 38, 51–53. A research relationship, not an inferred funding flow.Asian Development Bank / Clean Air Asia
Joint finance researchdocumentedClimate Policy Initiative → Climate & Clean Air Coalition · Report acknowledgments and publisher listing, October 2026.Climate Policy Initiative / Climate & Clean Air Coalition
Database cites observationsdocumentedWorld Health Organization → Pollution Control Department · WHO V8 Thailand city-year rows cite Pollution Control Department. Not an inferred formal partnership.World Health Organization
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Documented roles and relationships209 shown · 97 visible relationships
Clean-air stakeholder map · 209 records in the reviewed collectionMonitoring & data78 records · editorial groupingHealth & exposure51 records · editorial groupingSource reduction30 records · editorial groupingGovernance & rights24 records · editorial groupingFinance & implementation18 records · editorial groupingCommunity & communication8 records · editorial groupingBAQ 2026 co-hosting · documented · uncertain. Documentary relationship retained from prior research. No signed instrument or current continuation assumed.National participation in regional haze framework · documented · uncertain. Documentary relationship retained from prior research. No signed instrument or current continuation assumed.Agricultural burning implementation · documented · uncertain. Documentary relationship retained from prior research. No signed instrument or current continuation assumed.BAQ 2026 co-hosting / convening · documented · uncertain. Documentary relationship retained from prior research. No signed instrument or current continuation assumed.BAQ 2026 co-hosting / convening · documented · uncertain. Documentary relationship retained from prior research. No signed instrument or current continuation assumed.named project partner: SEACAI · documented · current. Project profile explicitly names ASEAN Secretariat. Documentary relationship retained from prior research. No signed instrument or current continuation assumed.Regional haze monitoring and technical support · documented · uncertain. Documentary relationship retained from prior research. No signed instrument or current continuation assumed.Planned ASEAN coordination centre · documented · uncertain. Documentary relationship retained from prior research. No signed instrument or current continuation assumed.Open-government consultation participation · documented · uncertain. Documentary relationship retained from prior research. No signed instrument or current continuation assumed.Open-government consultation participation · documented · uncertain. Documentary relationship retained from prior research. No signed instrument or current continuation assumed.National clean-air strategy technical partnership · documented · uncertain. Documentary relationship retained from prior research. No signed instrument or current continuation assumed.Government research and planning coordination · documented · uncertain. Documentary relationship retained from prior research. No signed instrument or current continuation assumed.Health evidence and standards workshop · documented · uncertain. Documentary relationship retained from prior research. No signed instrument or current continuation assumed.Air-SATREPS monitoring capacity mission · documented · uncertain. Documentary relationship retained from prior research. No signed instrument or current continuation assumed.Cambodia AQIP implementation partnership · documented · uncertain. Documentary relationship retained from prior research. No signed instrument or current continuation assumed.National air pollution conference co-organisers · documented · uncertain. Documentary relationship retained from prior research. No signed instrument or current continuation assumed.National air pollution conference co-organisers · documented · uncertain. Documentary relationship retained from prior research. No signed instrument or current continuation assumed.National air pollution conference co-organisers · documented · uncertain. Documentary relationship retained from prior research. No signed instrument or current continuation assumed.CLEAR Sky trilateral cooperation · documented · uncertain. Documentary relationship retained from prior research. No signed instrument or current continuation assumed.Joint haze advisory and workplace precautions · documented · uncertain. Documentary relationship retained from prior research. No signed instrument or current continuation assumed.CLEAR Sky conference support · documented · uncertain. Documentary relationship retained from prior research. No signed instrument or current continuation assumed.CLEAR Sky conference support · documented · uncertain. Documentary relationship retained from prior research. No signed instrument or current continuation assumed.training-to-finance eligibility pathway: Thai Rice climate-smart packages · documented · current. Rice Department training is part of eligibility route, not funding from Rice Department to bank. Documentary relationship retained from prior research. No signed instrument or current continuation assumed.UNEP Secretariat hosting / ACAP network centre · documented · uncertain. Documentary relationship retained from prior research. No signed instrument or current continuation assumed.Lao PDR clean-air stakeholder workshop · documented · uncertain. Documentary relationship retained from prior research. No signed instrument or current continuation assumed.BAQ 2026 co-organising · documented · uncertain. Documentary relationship retained from prior research. No signed instrument or current continuation assumed.Reporting on PCD air-quality updates · documented · uncertain. Documentary relationship retained from prior research. No signed instrument or current continuation assumed.National air-quality planning consultation · documented · uncertain. Documentary relationship retained from prior research. No signed instrument or current continuation assumed.National air-quality planning consultation · documented · uncertain. Documentary relationship retained from prior research. No signed instrument or current continuation assumed.Joint SATREPS–EANET technical mission · documented · uncertain. Documentary relationship retained from prior research. No signed instrument or current continuation assumed.Air-SATREPS project participation · documented · uncertain. Documentary relationship retained from prior research. No signed instrument or current continuation assumed.Joint forest-fire operations · documented · uncertain. Documentary relationship retained from prior research. No signed instrument or current continuation assumed.Forest-fire and haze response under ministry direction · documented · uncertain. Documentary relationship retained from prior research. No signed instrument or current continuation assumed.Host of ACC THPC secretariat · documented · uncertain. Documentary relationship retained from prior research. No signed instrument or current continuation assumed.Chair of 27th subregional haze ministerial meeting · documented · uncertain. Documentary relationship retained from prior research. No signed instrument or current continuation assumed.Haze Task Force chaired by NEA under MSE · documented · uncertain. Documentary relationship retained from prior research. No signed instrument or current continuation assumed.Singapore hosts ASMC; regional haze monitoring · documented · uncertain. Documentary relationship retained from prior research. No signed instrument or current continuation assumed.CLEAR Sky framework and conference coordination · documented · uncertain. Documentary relationship retained from prior research. No signed instrument or current continuation assumed.CLEAR Sky cross-border cooperation · documented · uncertain. Documentary relationship retained from prior research. No signed instrument or current continuation assumed.CLEAR Sky cross-border cooperation · documented · uncertain. Documentary relationship retained from prior research. No signed instrument or current continuation assumed.Provincial 2026 haze measures communicated by CMU · documented · uncertain. Documentary relationship retained from prior research. No signed instrument or current continuation assumed.operational counterpart / implementer: SEACAI · documented · current. PCD leads operational implementation; GIZ implements initiative. No signed MOU reviewed.NDC implementation engagement: SEACAI · documented · current. Engagement documented; no funding or formal agreement inferred.project funding role: Thai Rice GCF · documented · current. Implementer explicitly names GCF as funder; amount and transfer path not encoded.implementation collaboration: Thai Rice GCF · documented · current. Named implementation/training partners.finance implementation collaboration: Thai Rice climate-smart packages · documented · current. Launch collaboration; credit line is not a grant disbursement.project implementing-agency / delivery partnership: Inclusive Sustainable Rice Landscapes · documented · current. UNEP register identifies GIZ as partner.named project partnership: Inclusive Sustainable Rice Landscapes · documented · current. Register identifies Thai Rice Department as partner.programme support: Breathe Bangkok · documented · current. Programme role supported by procurement document and current city progress report; no cash amount inferred.campaign and planned school collaboration: BEAT TO BREATHE · documented · current. Campaign launched; November school visits remain planned until delivery confirmed.bilateral technical cooperation: Clear Sky Strategy · documented · current. Meeting documented; offered technology not assumed delivered.research-to-public communication collaboration: Air for All · documented · current. Explicit continuing communication work, beyond award co-attendance.joint finance research: State of Super Pollutants Abatement Finance · documented · current. Research partnership, not evidence of a Thailand funding award. Report acknowledgments and publisher listing, October 2026.named financing / implementation roles: SEACAI · documented · current. BMZ named as financier and GIZ as implementer; no transfer amount or signed funding instrument encoded.named financing / implementation roles: SEACAI · documented · current. SDC named as financier and GIZ as implementer; no transfer amount or signed funding instrument encoded.city-network programme coordination: Breathe Bangkok · documented · current. BMA explicitly places Breathe Bangkok within the C40 network.Water access and crop choices · documented · uncertain. The university documents water engineering and more diverse cultivation. No resulting reduction in burning or PM2.5 has been quantified.NCAP city evaluation and awards process · documented · current. Official account describes ministry awards and CPCB evaluation. Co-attendance alone is not used.Co-executing agencies of Punjab Clean Air Program · documented · current. Official programme register lists both agencies as executors; not a separate bilateral MOU.Co-executing agencies of Punjab Clean Air Program · documented · current. Official programme register lists the agencies; implementation outcomes unverified.Co-executing agencies of Punjab Clean Air Program · documented · current. Official programme register lists the agencies; implementation outcomes unverified.World Bank support to government clean-air programme · documented · current. Official programme lists World Bank support and the board as executor. Funds are not encoded as a direct transfer to this department.Clean Air Project monitoring-system support · documented · current. Approval and intended monitoring support are documented; delivery and disbursement not established.Work-plan governance and secretariat support · documented · uncertain. Work plan assigns governance and resources under NEASPEC practices; delivery is not independently checked.National air-policy and NEPM administration roles · documented · current. Page distinguishes department policy responsibilities and NEPC administration; no grant inferred.Joint air-quality research and sensor work · documented · current. Official page explicitly describes joint studies; current project completion status may vary.Work-plan subject and institutional programme · documented · uncertain. Document concerns NEACAP; publication does not prove its planned activities occurred.Network launched under AirQo leadership · documented · current. Official network origin account; does not imply all partners are AirQo subsidiaries.Africa assessment coordinating institutions · documented · uncertain. Assessment collaboration documented; original launch 2019 and project page spans 2019–2026. Current contracts not reviewed.Listed clean-air network partner · documented · uncertain. Network directory relationship; current contractual status and any funds unverified.Listed clean-air network partner · documented · uncertain. Network directory relationship; current contractual status and any funds unverified.Listed clean-air network partner · documented · uncertain. Network directory relationship; current contractual status and any funds unverified.Cityzens4CleanAir research partnership · documented · uncertain. Network-hosted account explicitly names AirQo as partner; no impact estimate inferred.Described Zero Waste Accra programme support · documented · uncertain. Funder describes programme; award date and current financial arrangements not supplied.Air-pollution journalism programme support · documented · uncertain. Funder describes programme; no amount or signed grant agreement encoded.Air-quality evidence supports EU policy · documented · current. Official policy-support description; not a hierarchical command or inferred cash flow.Implements CAMS on behalf of European Commission · documented · current. CAMS explicitly names the European Commission as the institution on whose behalf ECMWF implements the service. The particular directorate or contract owner is not inferred.Measurement-summary provider for UK AIR · documented · current. Provider attribution on official portal; no general institutional subordination inferred.Pollution-forecast provider for UK AIR · documented · current. Forecast-provider attribution on official portal.Typical joint research sponsorship described by HEI · documented · uncertain. HEI says it typically receives EPA and industry funding; current award amount and dates not established.State of Global Air production partnership · documented · current. Programme-owner account; no present contract or funding amount reviewed.Expert input to State of Global Air · documented · current. Resource page credits UBC expert input; not programme financing.State of Global Air project funding · documented · current. Programme page names Clean Air Fund as current funder; amount and transfer schedule not given.FioAres monitoring implementation and support · documented · current. Official account identifies Fiocruz implementation with MMA support; no causal health outcome inferred.Published professional role · documented · uncertain. Undated professional directory as accessed 11 November 2026; not an expression of individual policy preference.Published professional role · documented · uncertain. Undated professional directory as accessed 11 November 2026; not an expression of individual policy preference.Published professional role · documented · uncertain. Undated professional directory as accessed 11 November 2026; not an expression of individual policy preference.Published professional role · documented · uncertain. Undated professional directory as accessed 11 November 2026; not an expression of individual policy preference.Published professional role · documented · uncertain. Undated professional directory as accessed 11 November 2026; not an expression of individual policy preference.Published board-chair role · documented · uncertain. Undated official board listing; does not turn HEI and OpenAQ into a formal institutional partnership.Published author or resource-provider role · documented · current. Resource authorship/production, not implementation partnership, endorsement or financial transfer.Published author or resource-provider role · documented · current. Resource authorship/production, not implementation partnership, endorsement or financial transfer.Published author or resource-provider role · documented · current. Resource authorship/production, not implementation partnership, endorsement or financial transfer.Publisher of regional air-quality assessment · documented · uncertain. Published provenance or dated cooperation; no transfer of funds or signed instrument inferred.Publisher of monitoring methods · documented · uncertain. Published provenance or dated cooperation; no transfer of funds or signed instrument inferred.2026 monitoring-project awardee listing · documented · current. Dated source-backed association; no signed operational partnership or disbursed funding inferred.Named project lead in 2026 awardee record · documented · current. Dated source-backed association; no signed operational partnership or disbursed funding inferred.Pollution Control Department Thailand & ASEAN · Ongoing, documented 2026 National pollution-policy and monitoring agency; SEACAI operational leadMinistry of Natural Resources and Environment Thailand & ASEAN · Ongoing National environmental policy coordination and regional haze diplomacy.Bangkok Metropolitan Administration Thailand & ASEAN · Ongoing, 2026 activity confirmed City implementer of Breathe BangkokGISTDA Thailand & ASEAN · Catalogue current; API operation not tested Satellite and ground-data fusion providerDepartment of Agricultural Extension Thailand & ASEAN · Ongoing Farmer outreach, agricultural burning reduction and alternative residue management.Ministry of Agriculture and Cooperatives Thailand & ASEAN · Ongoing Agricultural policy, crop-burning oversight and incentives across rice, maize and sugarcane.Office of the Cane and Sugar Board Thailand & ASEAN · Ongoing Sugar-sector policy and standards with relevance to burnt-cane reduction.Ministry of Public Health / Department of Disease Control Thailand & ASEAN · Ongoing Health surveillance, exposure response and public health communication during PM2.5 episodes.National Human Rights Commission of Thailand Thailand & ASEAN · Completed Human-rights institution convening public discussion on clean-air law and PM2.5 impacts.Office of the Public Sector Development Commission Thailand & ASEAN · Completed Open-government and public-participation convenor across government, business and civil society.Center for Clean Air Solutions (CCAS) Thailand & ASEAN · Ongoing Academic knowledge hub connecting PM2.5 researchers, public agencies, civil society and private sector.Chiang Mai University Thailand & ASEAN · 2025 product account and 2026 collaboration confirmed Low-cost monitoring and research-to-public communicationThailand Development Research Institute (TDRI) Thailand & ASEAN · Ongoing Policy research on agricultural value chains, incentives and environmental externalities.Thailand Clean Air Network Thailand & ASEAN · 2026 campaign partnership confirmed Clean-air rights and policy advocacy networkChiang Mai Breathe Council (CMBC) Thailand & ASEAN · Recurring / mandate Issue-specific civil movement and community-facing clean-air actor in northern haze governance.Clean Air Asia Global · Recent regional activity confirmed; Thai contract not established Air-quality planning and capacity-building organisationAsian Institute of Technology · RRC.AP Thailand & ASEAN · Ongoing Regional technical and capacity-building institution for environmental policy and air pollution.Climate and Clean Air Coalition Global · 2026 finance publication confirmed; new strategy full text not retrieved Integrated climate and clean-air technical and finance-policy networkGIZ Thailand & ASEAN · Ongoing implementation documented in 2026 SEACAI and rice-project implementerASEAN Secretariat / AATHP mechanisms Thailand & ASEAN · Framework and project roles documented Regional haze-policy and SEACAI partnerASEAN Specialised Meteorological Centre Thailand & ASEAN · Operational advisory visible November 2026 Operational regional weather, fire and smoke-haze informationASEAN Coordinating Centre for Transboundary Haze Pollution Control Thailand & ASEAN · Operationalisation not confirmed; ratification threshold pending in latest read official statement Prospective permanent regional haze coordination centreWALHI / Friends of the Earth Indonesia Thailand & ASEAN · Recurring / mandate Environmental advocacy organisation documented in regional haze-governance research.People’s Movement to Stop Haze (PM Haze) Thailand & ASEAN · Recurring / mandate Civil-society organisation working on haze governance and fire prevention.Global Environment Centre Thailand & ASEAN · Ongoing Regional environmental NGO with documented peatland and haze-related work.Fire Free Alliance Thailand & ASEAN · Ongoing Voluntary multi-stakeholder group of companies and NGOs focused on fire prevention and community alternatives to burning.Charoen Pokphand Foods (CPF) Thailand & ASEAN · Company reports 2025 upgrade; independent outcomes unverified Agricultural buyer with self-reported corn traceability systemMitr Phol Group Thailand & ASEAN · Unclear Sugar and bioenergy supply-chain actor relevant to burnt-cane reduction and residue markets.ASEAN Parliamentarians for Human Rights Thailand & ASEAN · Ongoing Regional parliamentary network raising human-rights and accountability concerns around transboundary haze.Greenpeace Malaysia Thailand & ASEAN · Ongoing Environmental advocacy and corporate accountability actor on cross-border haze.Lao Ministry of Agriculture and Environment Thailand & ASEAN · Ongoing National counterpart for air-pollution inventory, mitigation assessment and clean-air strategy development.Natural Resources and Environment Research Institute (NRERI) Thailand & ASEAN · Ongoing Government research institute initiating clean-air plan development and stakeholder mapping.Stockholm Environment Institute (SEI) Global · Ongoing in retained 2026 evidence. Separate programme history: 2023 report completed; present collaboration to verify Research and technical partner on emissions inventories, mitigation assessments and national clean-air strategy.World Health Organization (WHO) Global · Ongoing in retained 2026 evidence. Separate programme history: Documented 2024 activities; current country workplan to verify Public-health evidence, air-quality standards and health-system capacity support.Hydro-Informatics Institute (HII) Thailand & ASEAN · Ongoing Technical institute developing transboundary environmental monitoring and landscape-fire analysis.Ministry of Environment of Cambodia Thailand & ASEAN · Ongoing National environmental authority for air-quality monitoring, emissions and pollution-source oversight.EANET / Asia Center for Air Pollution Research (ACAP) East Asia · Ongoing Regional scientific network supporting air-pollution monitoring, analytical capacity and evidence-based policy.Global Green Growth Institute (GGGI) Thailand & ASEAN · Completed Technical assistance on air-quality governance, monitoring and transport-emissions reduction.Viet Nam Ministry of Agriculture and Environment Thailand & ASEAN · Ongoing Lead national coordination on air-quality action plan implementation, emissions inventories and monitoring.Viet Nam Ministry of Health Thailand & ASEAN · Ongoing Public-health counterpart in national air-pollution response and health evidence integration.Myanmar Environmental Conservation Department Thailand & ASEAN · Bilateral meeting documented; implementation to verify Bilateral haze technical counterpart to Thailand PCDDepartment of Environment, Parks and Recreation (JASTRe) Thailand & ASEAN · Ongoing Environmental monitoring and public coordination counterpart during haze events.Safety, Health and Environment National Authority (SHENA) Thailand & ASEAN · Ongoing Workplace health and safety authority issuing occupational precautions during haze episodes.United Nations Development Programme (UNDP) Viet Nam Thailand & ASEAN · Ongoing Development partner supporting national policy implementation and financing/governance discussions.Thailand Environment Institute (TEI) Thailand & ASEAN · Completed Environmental institute and civil-society interface with a documented role supporting regional haze convening.Thai Health Promotion Foundation (ThaiHealth) Thailand & ASEAN · Completed Health-promotion institution with documented support for a regional clean-air/haze conference.Mae Fah Luang Foundation under Royal Patronage Thailand & ASEAN · Ongoing Community-forest and livelihood implementation organisation with fire-prevention and local fund activity.Rice Department Thailand & ASEAN · Ongoing project participation documented Rice-project implementation and farmer trainingBank for Agriculture and Agricultural Cooperatives (BAAC) Thailand & ASEAN · Launched January 2026; current availability to verify Public agricultural bank implementing climate-smart financeUnited Nations Environment Programme (UNEP) Global · Ongoing in official register; scheduled to November 2027 Implementing agency for sustainable-rice landscape projectUN Economic and Social Commission for Asia and the Pacific (ESCAP) Global · Ongoing Regional UN commission supporting air-quality data, geospatial information and policy capacity.Asian Development Bank (ADB) Global · Research publication current; Thailand financing opportunity unverified Regional research and project-finance prospectThe Active (Thai PBS) Thailand & ASEAN · Ongoing Public-interest journalism platform covering pollution, environmental justice, public health and policy accountability.Thai PBS World Global · Ongoing English-language public broadcaster reporting on national PM2.5, haze and environmental policy.Khaosod English Global · Ongoing English-language news outlet with recurring PM2.5 and clean-air legislation coverage.Haze-affected communities and outdoor workers Thailand & ASEAN · Unclear Affected constituencies including forest-edge residents, farmers, children, older people and outdoor workers; not a single organisation or represented body.Philippines Environmental Management Bureau (EMB) Thailand & ASEAN · Ongoing National lead for implementation of the Philippine Clean Air Act, air-quality standards, monitoring and emissions planning.World Bank Global · Ongoing Development finance and technical partner supporting air-quality planning and economic appraisal.Kanazawa University / Air-SATREPS East Asia · Ongoing Research partner in Cambodia air-pollution risk-management and monitoring capacity programme.Department of National Parks, Wildlife and Plant Conservation Thailand & ASEAN · Ongoing Forest-fire surveillance, prevention, patrols and response in protected areas relevant to northern haze.Royal Forest Department Thailand & ASEAN · Ongoing Forest management agency collaborating in wildfire surveillance, fuel management and response.Indonesia Ministry of Environment / Environmental Control Agency (KLH/BPLH) Thailand & ASEAN · Ongoing National environmental authority leading land-fire prevention, air-quality regulation and regional haze diplomacy.Malaysia Department of Environment (DOE) Thailand & ASEAN · Ongoing National environmental regulator responsible for air-quality monitoring and open-burning enforcement.Singapore National Environment Agency (NEA) Thailand & ASEAN · Ongoing National haze task-force chair and technical lead for regional hotspot monitoring, forecasts, advisories and haze investigations.Singapore Ministry of Sustainability and the Environment (MSE) Thailand & ASEAN · Ongoing National policy and diplomatic coordination lead for transboundary haze and environmental cooperation.Thailand Ministry of Foreign Affairs Thailand & ASEAN · Ongoing Diplomatic coordination and regional convening for cross-border clean-air and haze cooperation.Chiang Mai Provincial Administration Thailand & ASEAN · Ongoing Provincial coordination and incident-management authority for forest and agricultural fires, urban emissions and public-health protection.Department of Health, Ministry of Public Health Thailand & ASEAN · Historical collaboration; 2026 continuity unverified Public-health and community-protection counterpartDepartment of Climate Change and Environment (DCCE) Thailand & ASEAN · Engagement documented; delivery status to verify Climate-policy connection for clean-air implementationDepartment of Industrial Works (DIW) Thailand & ASEAN · Legislative participation confirmed; draft duties unverified Industrial emissions information and regulatory-design counterpartUNICEF Thailand Thailand & ASEAN · Campaign launched; November 2026 school delivery unverified Child-health and clean-air advocacy partnerUnited Nations Development Programme, Thailand and Lao PDR Accelerator Labs Thailand & ASEAN · 2024 finalist event completed; continuation unclear Cross-border innovation convenerGreen Climate Fund (GCF) Global · Funding role confirmed by implementer in January 2026 Climate-project financier linked to Thai RiceClean Air Fund Global · 2026 BMA activity corroborates programme; new awards unknown Philanthropic clean-air programme partnerRECOFTC Thailand & ASEAN · Historical field assessment documented; 2026 project status unknown Community-forestry and fire-management implementerInstitute for Global Environmental Strategies (IGES) East Asia · 2023 report completed; present collaboration to verify Integrated planning and governance research partnerClimate Policy Initiative (CPI) Global · Published October 2026 Finance-flow research and taxonomy authorManee Phruek, Kio Nam, Rat-rat Pattana and Sawang communities Thailand & ASEAN · Participation documented historically; current representatives unknown Named community participants in fire-management workPing Khong, Mae Na and Sop Pong community initiatives Thailand & ASEAN · Historical cases; current continuation unclear Local air-pollution health-protection examplesThai Public Broadcasting Service (Thai PBS) Thailand & ASEAN · Active clean-air communication documented July 2026 Public communication and citizen-reporting actorGerman Federal Ministry for Economic Cooperation and Development (BMZ) Europe · Funding roles documented in 2026 implementer sources Public development-finance partnerSwiss Agency for Development and Cooperation (SDC) Europe · Current project funding role documented Public development-finance partnerC40 Cities Global · Current city-network link documented in 2026 BMA register City-network programme and coordination partnerBloomberg Philanthropies Global · Programme origin documented; current Bangkok-specific allocation unverified Founding philanthropic programme partnerChulalongkorn Engineering Thailand & ASEAN · Dated documentary evidence Faculty and students documented in the community water-engineering case study.Chetawan community Thailand & ASEAN · Dated documentary evidence Community collaborators and users of the water infrastructure in Nan.Rakkaew Foundation Thailand & ASEAN · Dated documentary evidence The university reports a 2023 national award and financial support for the community project.Vidvapath community water systems Thailand & ASEAN · Documented infrastructure Weirs, distribution systems and solar-powered pumping support community water access and crop diversification. The university reports 43 households served year-round by the 2022 system. Air-pollution effects have not been measured.Chiang Mai Air Pollution Action Plan Thailand & ASEAN · Published action plan ADB lists the Chiang Mai Air Pollution Action Plan for 2023–2030. Included as policy context. Publication of a plan does not establish that its targets have been achieved or an IIL / Vidvapath partnership.Bangkok clean-air action Thailand & ASEAN · Reported programs and proposed actions ADB documents vehicle-emissions monitoring, cleaner-transport measures and agricultural fire tools. Proposed priorities include non-burning alternatives and community fire management. No IIL / Vidvapath partnership is asserted.Water access and crop choices Thailand & ASEAN · Documented intervention The university documents water engineering and more diverse cultivation. No resulting reduction in burning or PM2.5 has been quantified.Alternatives to open burning Thailand & ASEAN · Proposed application Taxonomy rows 21–24 identify non-burning measures. Their local suitability, cost and outcomes require assessment; no local deployment is claimed.Watershed and community resilience Thailand & ASEAN · Proposed research connection Taxonomy rows 95 and 100 cover forestation and community fire monitoring. This is a research pathway, not a measured hydrological or clean-air result.International Centre for Integrated Mountain Development (ICIMOD) South Asia · Recurring / mandate Studies air-pollution sources, atmospheric processes and practical pollution solutions in the Hindu Kush Himalaya.Council on Energy, Environment and Water (CEEW) South Asia · Ongoing Produces clean-air evidence and supports state and local capacity for India’s National Clean Air Programme.Centre for Science and Environment (CSE) South Asia · Ongoing Provides clean-air and sustainable-mobility training for regulators and cities.Ministry of Environment, Forest and Climate Change, India South Asia · Recurring / mandate Coordinates national clean-air action and the NCAP city implementation framework.Central Pollution Control Board (CPCB) South Asia · Recurring / mandate Evaluates city clean-air implementation under the NCAP assessment process.Commission for Air Quality Management in NCR and Adjoining Areas (CAQM) South Asia · Recurring / mandate Regional air-quality management institution represented in national clean-air implementation discussions.Department of Environment, Bangladesh South Asia · Ongoing National environmental agency whose monitoring and industrial-emissions systems are supported by the Bangladesh Clean Air Project.Planning & Development Board, Punjab South Asia · Ongoing Named executing agency of the Punjab Clean Air Program.Environment Protection & Climate Change Department, Punjab South Asia · Ongoing Named executing agency for Punjab’s clean-air implementation programme.Transport & Masstransit Department, Punjab South Asia · Ongoing Named transport executing agency of the Punjab Clean Air Program.Agriculture Department, Punjab South Asia · Ongoing Named agricultural executing agency of the Punjab Clean Air Program.Department of Environment, Nepal South Asia · Recurring / mandate Produces national air-quality monitoring reports and operates the monitoring system described in its annual report.Ministry of the Environment, Japan East Asia · Recurring / mandate Convened the July 2025 tripartite air-pollution policy dialogue and exchanged policy and scientific knowledge.Ministry of Ecology and Environment, China East Asia · Recurring / mandate Air-environment officials participated in the 2025 tripartite policy dialogue on air-pollution control.National Air Emission Inventory and Research Center East Asia · Recurring / mandate Develops air-pollutant inventories and related methods; official site lists 2026 inventory and speciation work.National Institute for Environmental Studies (NIES) East Asia · Recurring / mandate Conducts climate-change and air-quality research and participated in the 2025 tripartite dialogue.North-East Asian Subregional Programme for Environmental Cooperation (NEASPEC) East Asia · Recurring / mandate Intergovernmental environmental framework with air pollution among its work areas.North-East Asia Clean Air Partnership (NEACAP) East Asia · Planned Regional science-policy platform with a 2026–2030 work plan for air-quality cooperation.Asia Pacific Clean Air Partnership (APCAP) Global · Unclear UNEP-launched voluntary partnership for clean-air knowledge, capacity and technical assistance.Australian Department of Climate Change, Energy, the Environment and Water Oceania · Recurring / mandate Provides national air-quality policy, legislation administration and research support.National Environment Protection Council, Australia Oceania · Recurring / mandate Administers National Environment Protection Measures relevant to air quality.Australian Centre for Disease Control Oceania · Recurring / mandate Provides policy advice and guidance on outdoor and indoor air quality.NSW Department of Climate Change, Energy, the Environment and Water Oceania · Recurring / mandate Operates air-quality monitoring and develops air research, models and sensor-network methods.New South Wales Environment Protection Authority Oceania · Recurring / mandate Regulates industrial air emissions and participates in air-quality research and monitoring studies.Clean Air Society of Australia and New Zealand (CASANZ) Oceania · Ongoing Professional society for air-quality training, knowledge exchange and cross-sector practice.Environment Canterbury Oceania · Recurring / mandate Monitors particulate pollution in regional airsheds and publishes air-quality observations.Ministry for the Environment, New Zealand Oceania · Recurring / mandate Co-publishes national environmental reporting on air quality with Stats NZ.Stats NZ Oceania · Recurring / mandate Co-publishes Our air 2024 with the Ministry for the Environment.Commonwealth Scientific and Industrial Research Organisation (CSIRO) Oceania · Recurring / mandate Measures and models atmospheric pollutants and develops air-quality modelling tools.Respirer Living Sciences South Asia · Ongoing Supplies sensor-based air-quality monitors and environmental-data analytics.Praan South Asia · Ongoing Develops and markets indoor air-purification products.Rajesh Verma South Asia · Unclear Named as CAQM chairperson in the official September 2026 clean-air event account.Amandeep Garg South Asia · Unclear Named as CPCB chairperson in the official September 2026 clean-air event account.Sagar Adhikari South Asia · Unclear Named as an ICIMOD air-pollution analyst in its April 2025 Kathmandu account.Ana Luisa Gomes Lima South Asia · Unclear Named as lead environment specialist and Bangladesh Clean Air Project task team leader in June 2025.Our air 2024 Oceania · Completed Joint national air-quality reporting publication by the Ministry for the Environment and Stats NZ.NEACAP Work Plan 2026–2030 East Asia · Completed Published work-plan document describing regional priorities, institutional roles and intended activities.Status of Air Quality in Nepal 2021 South Asia · Completed Department of Environment report published in 2023 about observations for 2021.ICIMOD Kathmandu air-pollution analysis, April 2025 South Asia · Completed Dated institutional account connecting monitoring, forest smoke and air-pollution research.AirQo, Makerere University Africa · Ongoing University-founded air-quality sensing, calibration and data initiative for African cities.Africa Clean Air Network Africa · Ongoing Connects air-quality practitioners through technical support, data capacity and annual forums.African Union Commission Africa · Completed Coordinating and authoring institution in the Africa air-pollution and climate assessment.Lagos State Environmental Protection Agency Africa · Recurring / mandate State agency with a dedicated air-quality and emissions monitoring unit.Afri-SET, University of Ghana Africa · Recurring / mandate Air-quality sensor evaluation, calibration and training facility.Air Quality Monitoring Research Group, University of Lagos Africa · Recurring / mandate University research group addressing air-quality data and source-apportionment gaps.UrbanBetter Africa · Recurring / mandate Youth-centred citizen-science work connecting hyperlocal air evidence and healthier urban design.Green Africa Youth Organization Africa · Recurring / mandate Zero Waste Accra work with waste pickers and informal workers to address open waste burning.New Narratives Africa · Recurring / mandate Supports journalists investigating and communicating air pollution in Ghana.European Environment Agency Europe · Recurring / mandate Publishes air-quality data, indicators and assessments supporting European policy.European Commission, DG Environment Europe · Recurring / mandate Develops EU clean-air policy covering ambient quality, national emissions and source controls.Transport & Environment Europe · Recurring / mandate Advocates stronger transport-emissions controls and cleaner urban mobility.European Centre for Medium-Range Weather Forecasts Europe · Ongoing Implements Copernicus Atmosphere Monitoring Service for the European Commission.UK Department for Environment, Food & Rural Affairs Europe · Recurring / mandate Provides the UK AIR public air-quality information resource.Environment Agency Europe · Recurring / mandate Named provider of measurement summaries on UK AIR.Met Office Europe · Recurring / mandate Named provider of UK AIR pollution forecasts.United States Environmental Protection Agency North America · Recurring / mandate Federal environmental agency developing and enforcing regulations and supporting research and information access.California Air Resources Board North America · Recurring / mandate State air-pollution agency covering source controls, monitoring and health-based standards.Health Effects Institute North America · Recurring / mandate Funds, reviews and communicates research on air-pollution health effects.OpenAQ North America · Ongoing Aggregates and harmonises openly available air-quality data and supports equitable access.Clean Air Task Force North America · Ongoing Research, legal and policy advocacy addressing clean air and energy, including methane pollution.Environmental Defense Fund North America · Ongoing Develops Air Tracker with research partners to visualise potential local pollution sources.American Lung Association North America · Ongoing Publishes State of the Air and advocates health-protective air policies.Institute for Health Metrics and Evaluation North America · Ongoing Its Global Burden of Disease project co-produces State of Global Air with HEI.University of British Columbia North America · Recurring / mandate Provides expert input to the State of Global Air collaboration.Instituto Nacional de Ecología y Cambio Climático (INECC) Latin America & Caribbean · Recurring / mandate Prevalidates monitoring data used in Mexico’s SINAICA national air-information system.Mexico City Environment Secretariat (SEDEMA) Latin America & Caribbean · Recurring / mandate Municipal environmental authority linked to the atmospheric monitoring and public air-information service.Chile Ministry of the Environment Latin America & Caribbean · Recurring / mandate Provides Aire Chile information and links to decontamination plans and heating replacement programmes.Bogotá Secretariat of Environment Latin America & Caribbean · Recurring / mandate Reports implementation of Plan Aire and hosts municipal air-monitoring resources.Brazil Ministry of the Environment and Climate Change Latin America & Caribbean · Ongoing Supports Amazon air monitoring with Fiocruz and publishes data through MonitorAr.Oswaldo Cruz Foundation (Fiocruz) Latin America & Caribbean · Ongoing Develops FioAres air-monitoring and health-surveillance work with federal environment support.Brazilian Institute of Environment and Renewable Natural Resources (Ibama) Latin America & Caribbean · Recurring / mandate Provides vehicle-emissions programme, licensing and emissions-information services.Kevin Hicks Europe · Recurring / mandate SEI York professor researching air-pollution impacts and links with climate; named Africa-assessment project contact.Desmond Appiah Africa · Recurring / mandate Clean Air Fund country lead for Ghana in the official professional profile.Elena Craft North America · Recurring / mandate Listed as president and CEO of the Health Effects Institute.Pallavi Pant North America · Recurring / mandate HEI staff directory identifies Head of Global Initiatives; OpenAQ lists her as board chair.Chris Hagerbaumer North America · Recurring / mandate Listed as executive director of OpenAQ, providing strategic and operational leadership.Africa integrated air pollution and climate assessment Africa · Completed 2023 assessment introduction connects development pathways, air pollution and climate policy.Air quality status in Europe 2026 Europe · Completed EEA assessment benchmarks air observations against current and future standards.State of Global Air Global · Ongoing Public report and interactive site on country-level air pollution and health trends.Air Tracker North America · Ongoing Interactive tool visualising modelled potential pollution source regions.State of the Air 2026 North America · Completed American Lung Association report using official air-monitor data to describe ozone and particle pollution.European Commission Europe · Ongoing European Union institution on whose behalf ECMWF implements the Copernicus Atmosphere Monitoring Service.Environment Agency – Abu Dhabi West Asia · Recurring / mandate Operates ambient-air monitoring and emissions mapping to support air-quality regulation in Abu Dhabi.West Asia Air Quality Network West Asia · Documented regional network; current workplan unverified UNEP workshop documentation describes coordination and capacity building for regional air-quality management.Uzhydromet Central Asia · Recurring / mandate Monitors atmospheric pollution and describes sampling, laboratory analysis and city monitoring methods.Scientific Research Institute of Hydrometeorology Central Asia · Dated project, 2023–2025; continuation unverified Credited with Uzhydromet on a 2023–2025 national air-quality and health-risk information-platform project.Scientific Research Institute of Sanitation, Hygiene and Occupational Diseases Central Asia · Dated project, 2023–2025; continuation unverified Credited on the 2023–2025 Uzbekistan air-quality and aerogenic health-risk information platform.Uzbekistan ecology ministry, 2024 dialogue role Central Asia · Historical ministry role; present institutional name not asserted The Ministry of Ecology, Environmental Protection and Climate Change co-hosted the June 2024 Central Asian air-quality policy dialogue.National Center for Meteorology (Saudi Arabia) West Asia · Recurring / mandate Publishes API documentation for atmospheric trace gases, including surface concentrations and aerosol products.Air Quality Management in Central Asia Central Asia · Published resource World Bank regional assessment summarising air-quality management needs and analytical work in Central Asian countries.Uzbekistan air-pollution monitoring methods Central Asia · Published resource Public description of Uzhydromet sampling, pollutants and laboratory methods.Environmental Management Authority (Trinidad and Tobago) Latin America & Caribbean · Air programme with reports through 2025 listed Publishes air-pollution guidance, permitting information and a directory of ambient-air monitoring reports.National Environment & Planning Agency (Jamaica) Latin America & Caribbean · 2026 award documented; deployment planned Named as a 2026 EPIC Air Quality Fund awardee for expanding public PM2.5 monitoring in Jamaica.EPIC Air Quality Fund Global · 2026 awardee listing Publishes its 2026 Jamaica air-quality monitoring award and proposed public-data use.UNSW Sydney air-quality research team Oceania · Dated research or programme evidence; continuation unverified Research team coauthors the Pacific particulate-monitoring study and describes its island research partnership.University of the South Pacific Oceania · Dated research or programme evidence; continuation unverified Author-affiliated institution and monitoring-site host in the published Suva and Honiara study.Fiji National University Oceania · Dated research or programme evidence; continuation unverified Public-health researchers are credited on the 2025 Pacific particulate-monitoring publication, held in its repository.Solomon Islands Ministry of Health and Medical Services Oceania · Dated research or programme evidence; continuation unverified Agency affiliation of authors in the 2025 particulate-monitoring study of Honiara and Suva.Solomon Islands Ministry of Environment, Climate Change, Disaster Management and Meteorology Oceania · Dated research or programme evidence; continuation unverified Agency affiliation of coauthors in the 2025 Pacific particulate-monitoring study.Jimmy Hilly Oceania · Dated research or programme evidence; continuation unverified Identified as lead author at UNSW Air Quality and Odour Laboratory in the February 2025 university account.Andrew Dansie Oceania · Dated research or programme evidence; continuation unverified Identified as project Chief Investigator and UNSW Humanitarian Engineering academic lead in February 2025.Jody Ann Marston Latin America & Caribbean · Dated research or programme evidence; continuation unverified Named team lead and air-quality management manager on the 2026 NEPA awardee page.Pacific urban and peri-urban PM2.5/PM10 study Oceania · Published resource; observation period 2020–2023 2025 peer-reviewed study with observations collected in Honiara and Suva during 2020–2023.Alvaro Zurita Thailand & ASEAN · Dated professional role; current title unverified Named SEACAI Project Director in the April 2026 implementation update.Patrick Bueker Thailand & ASEAN · Dated professional role; current title unverified Named SEACAI Senior Technical Advisor in the April 2026 workshop account.Teeraphong Wimonjittranon Thailand & ASEAN · Dated professional role; current title unverified Named PCD Deputy Director-General opening the April 2026 SEACAI workshop.Air Quality in Southeast Asia Thailand & ASEAN · Published resource Published evidence from Asian Development Bank / Clean Air Asia. Assessment and proposed actions are not proof of completed deployments. Historical periods and monitoring networks differ. Published under CC BY 3.0 IGO; third-party materials retain their original rights.State of Super Pollutant Abatement Finance Global · Published resource Published evidence from Climate Policy Initiative / Climate & Clean Air Coalition. Tracked finance is neither total investment need nor local project funding. The global baseline does not measure IIL or Vidvapath outcomes.WHO Ambient Air Quality Database V8.0 Global · Published resource Published evidence from World Health Organization. Observation years differ from release year. Monitoring coverage and station mix vary. Missing values remain null. WHO cautions against city rankings and direct cross-country comparisons. No project effect is inferred.Witsawapat Engineering Camp community case study Thailand & ASEAN · Published resource Published evidence from Faculty of Engineering, Chulalongkorn University. The listed year denotes the latest intervention described, not a verified publication date. No PM2.5 or avoided-burning outcome is measured. The approximate 200 rai service area is not restored forest.Simultaneously Achieving Climate Change and Air Quality Goals in Thailand Thailand & ASEAN · Published resource Published evidence from PCD / IGES / SEI; CCAC SNAP project. Historical project, not proof of a current grant. Modelled emissions, concentrations and deaths have distinct denominators.From rap to real action: UNICEF launches BEAT TO BREATHE Thailand & ASEAN · Published resource Published evidence from UNICEF Thailand. November school visits announced, completion unverified. AQI/WHO wording should not be reused as a WHO guideline. Screening and breath challenge are distinct activities.ข้อมูล PM2.5 ของระบบเช็คฝุ่น Thailand & ASEAN · Published resource Published evidence from GISTDA Open Data. Satellite and ground-station fusion. Catalogue lists hourly JSON APIs but endpoints were not tested. Licence not specified; metadata dates differ.Community-based Fire Management in Thailand, factsheet Thailand & ASEAN · Published resource Published evidence from RECOFTC. Current funding and village representatives unverified. USDA Forest Service project support is explicit; general sponsor footer is not project funding evidence.Written reply to Parliamentary Question 3275 Thailand & ASEAN · Published resource Published evidence from Singapore Ministry of Foreign Affairs. Six ratifications required; Singapore intended submission within days. Does not confirm later deposit or centre operationalisation by 10 November.WHO global air quality guidelines Global · Published resource Published evidence from World Health Organization. Concentration guidelines are distinct from national legal limits and AQI systems.
OrganisationPerson / communityResourceDocumentedProposed

Thematic layout. Curated evidence, not a census or influence ranking.

Map records and filters are drawn from the reviewed clean-air landscape snapshot. WHO city observations do not receive inferred map coordinates.

Vidvapath / Thailand national context

Water, food
and local possibility.

Explore the published WDI indicator series with original units, source years and missing values. These national indicators are separate from the Nan community case study and from city-level air observations.

Read the Vidvapath field story

Thailand / national context

Agricultural water use

% of freshwater withdrawals

90.3742022 · % of freshwater withdrawals
02007 → 2022 · percentage points
16 / 26Years in the selected calendar range
Agricultural water use% of freshwater withdrawals. 2000: not reported; 2001: not reported; 2002: not reported; 2003: not reported; 2004: not reported; 2005: not reported; 2006: not reported; 2007: 90.374; 2008: 90.374; 2009: 90.374; 2010: 90.374; 2011: 90.374; 2012: 90.374; 2013: 90.374; 2014: 90.374; 2015: 90.374; 2016: 90.374; 2017: 90.374; 2018: 90.374; 2019: 90.374; 2020: 90.374; 2021: 90.374; 2022: 90.374; 2023: not reported; 2024: not reported; 2025: not reported. Missing years break the line.2007: 90.374 % of freshwater withdrawals2008: 90.374 % of freshwater withdrawals2009: 90.374 % of freshwater withdrawals2010: 90.374 % of freshwater withdrawals2011: 90.374 % of freshwater withdrawals2012: 90.374 % of freshwater withdrawals2013: 90.374 % of freshwater withdrawals2014: 90.374 % of freshwater withdrawals2015: 90.374 % of freshwater withdrawals2016: 90.374 % of freshwater withdrawals2017: 90.374 % of freshwater withdrawals2018: 90.374 % of freshwater withdrawals2019: 90.374 % of freshwater withdrawals2020: 90.374 % of freshwater withdrawals2021: 90.374 % of freshwater withdrawals2022: 90.374 % of freshwater withdrawals
Agricultural water use · % of freshwater withdrawals

Point or touch to inspect. Focus the chart and use ← / →, Home or End. Escape clears the selection.

26 source records · 16 reported values · Missing years break the line.

The agricultural share of total freshwater withdrawals, not irrigation efficiency or local water access.

FAO AQUASTAT / World Bank
Read the values as a table
Agricultural water use. % of freshwater withdrawals. Absent years and source nulls are shown as not reported.
YearValueSource reference
2000Not reportedWDI / ER.H2O.FWAG.ZS / THA / 2000
2001Not reportedWDI / ER.H2O.FWAG.ZS / THA / 2001
2002Not reportedWDI / ER.H2O.FWAG.ZS / THA / 2002
2003Not reportedWDI / ER.H2O.FWAG.ZS / THA / 2003
2004Not reportedWDI / ER.H2O.FWAG.ZS / THA / 2004
2005Not reportedWDI / ER.H2O.FWAG.ZS / THA / 2005
2006Not reportedWDI / ER.H2O.FWAG.ZS / THA / 2006
200790.37WDI / ER.H2O.FWAG.ZS / THA / 2007
200890.37WDI / ER.H2O.FWAG.ZS / THA / 2008
200990.37WDI / ER.H2O.FWAG.ZS / THA / 2009
201090.37WDI / ER.H2O.FWAG.ZS / THA / 2010
201190.37WDI / ER.H2O.FWAG.ZS / THA / 2011
201290.37WDI / ER.H2O.FWAG.ZS / THA / 2012
201390.37WDI / ER.H2O.FWAG.ZS / THA / 2013
201490.37WDI / ER.H2O.FWAG.ZS / THA / 2014
201590.37WDI / ER.H2O.FWAG.ZS / THA / 2015
201690.37WDI / ER.H2O.FWAG.ZS / THA / 2016
201790.37WDI / ER.H2O.FWAG.ZS / THA / 2017
201890.37WDI / ER.H2O.FWAG.ZS / THA / 2018
201990.37WDI / ER.H2O.FWAG.ZS / THA / 2019
202090.37WDI / ER.H2O.FWAG.ZS / THA / 2020
202190.37WDI / ER.H2O.FWAG.ZS / THA / 2021
202290.37WDI / ER.H2O.FWAG.ZS / THA / 2022
2023Not reportedWDI / ER.H2O.FWAG.ZS / THA / 2023
2024Not reportedWDI / ER.H2O.FWAG.ZS / THA / 2024
2025Not reportedWDI / ER.H2O.FWAG.ZS / THA / 2025

Retrieved 2026-11-11 · WDI source updated 2026-10-08 · ER.H2O.FWAG.ZS · CC BY 4.0, World Bank / FAO

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