Palau, a high-income country in the Pacific Islands, has a small population of 18,000 and a GDP (PPP) of $310.8 million in 2024. Despite its wealth, with a GDP per capita of $17,563, it faces vulnerabilities common to Small Island Developing States (SIDS). Its economic and environmental challenges are increasingly influenced by the transport sector's impact and climate-related risks.
The transport sector is a major contributor to Palau's carbon emissions, producing 750 thousand tonnes of GHGs in 2024. This accounts for 49% of all economy-wide emissions, marking it as a key area for mitigation efforts. Before the Paris Agreement and SDGs, emissions from transport grew modestly—by 1.4% annually—but since 2015, emissions have increased at 2.3% per year.
Road transport is the primary pollution source, responsible for 88% of transport emissions and 43% of total GHG emissions. Domestic navigation and aviation contribute 7% and 5%, respectively. Notably, Palau's emissions intensity is high at 2413.0 gCO2e per USD of GDP in 2024, far exceeding the Asia-Pacific average of 29.0, the Pacific Islands average of 56.6, and the high-income economy benchmark of 34.1. While this intensity has decreased from a peak of 3899.2 in 2000, current levels still reveal a significant decoupling gap with regional and global peers.
In 2023, Palau's transport energy consumption reached 1,845 terajoules. While consumption growth has plateaued at <1% annually since 2010, the sector remains entirely dependent on fossil fuels. Oil products constitute 100% of the energy mix, a figure that has remained unchanged since 2010. Consequently, the penetration of biofuels and electricity in the transport energy balance stood at <1% in 2023.
The energy intensity of Palau's transport sector—5.94 megajoules (MJ) per USD of GDP in 2023—is notably higher than the Asia-Pacific (0.37 MJ) and Pacific Islands (0.74 MJ) averages. Interestingly, while road transport dominates emissions, it accounted for only 29% of transport energy consumption in 2023, while domestic navigation claimed the lion's share at 71%. This discrepancy suggests significant variations in fuel efficiency and carbon intensity across different modes of transit.
Palau's geography makes its transport infrastructure especially vulnerable to climate risks. Since 2000, the country has experienced four major natural disasters, with storms accounting for 75%, impacting 21,000 people. The economic impact is significant, with estimated average annual losses (AAL) to transport infrastructure at $179,300, about 0.058% of GDP. These losses mainly affect ports (47%), roads (33%), and airports (19%). The long-term outlook is becoming more concerning, as about 38% of Palau's population lives in low-elevation coastal zones at risk of sea-level rise. Additionally, under a 4.5°C rise in temperature, over 67% of the country's road and rail infrastructure could be exposed to more frequent and severe rainfall events. Currently, Palau ranks 184th out of 208 countries in the National Road Vulnerability Index, highlighting the urgent need to improve network redundancy and resilience capacity.
Motorization in Palau has risen significantly, from 325 vehicles per thousand people in 2000 to 751 in 2024, surpassing the Asia-Pacific average of 317. The vehicle fleet is varied, with 52% two-wheelers, 33% light-duty vehicles (LDVs), and 14% trucks. Despite increased investment in public transport—including the import of $4.2 million worth of buses from 2015 to 2024—the shift to electric mobility is still in its early stages infancy.
Between 2017 and 2024, EV imports reached $342 thousand, still making up less than 1% of total road vehicle imports as of 2024. UNEP's E-mobility Readiness Index scores Palau at 37 out of 100, with very low marks in policy (0) and financial instruments (8). Nonetheless, a new trend is emerging in the bus sector, where electric models accounted for 6.6% of trade from 2017 to 2024. Funding remains stable, with Official Development Assistance (ODA) totaling $36.2 million between 2011 and 2023. There has been a major shift in ODA focus: while road projects received 62% of funds from 2002 to 2010, they only received 3% from 2011 to 2023, as emphasis moved toward airport infrastructure (87%). No Public-Private Partnership (PPP) investments in transport have been recorded since 2000, reflecting reliance on public and donor funding for infrastructure. Palau has 16 transport-related policy documents, of which only three are climate-specific. The 2015 Nationally Determined Contribution (NDC) aims for a 22% reduction in energy sector emissions below 2005 levels by 2025. However, it lacks transport-specific GHG targets, a net-zero goal, or a Long-Term Strategy (LTS). Mitigation measures make up 73% of policies, compared to 32% for adaptation.
Avoid and Shift: To curb private vehicle reliance, Palau emphasizes developing a comprehensive public and active transport system. The Climate Change Policy calls for finalizing and launching a "Complete Street Policy" to improve traffic flow, reduce congestion, and support alternative transportation modes. This push for active mobility is supported by efforts led by the NGO PalauWalks, in collaboration with various government agencies, to create walk-friendly spaces, as outlined in the VNR Report 2024. Additionally, the National Energy Policy advocates for establishing energy-efficient public transport for urban and rural areas, particularly to lessen energy use for commuters heading to the Capitol. The VNR Report 2024 also features a Global Environmental Facility project that integrates electric and hybrid public transport vehicles, along with upgraded walking and biking infrastructure. In maritime transport, the Voluntary National Review 2019 - PLW envisions shifting to a domestic fleet powered by renewable energy sources such as sail, solar, and coconut oil, while the Development Plan 2023-2026 suggests replacing less efficient private vessels with larger, more efficient government-operated ships ship.
The technical modernization of Palau's vehicle and vessel fleets is a vital part of its climate strategy, emphasizing electrification and strict efficiency standards. The Palau Energy Act (Public Law No. 9-54 of 2014) requires efficiency standards for road and marine fleets, including buses and vessels in the private tourism sector. To promote this shift, the Climate Change Policy and National Energy Policy support legislation to introduce economic tools and import tax schemes that boost sales of energy-efficient vehicles and limit inefficient options. Electrification remains a top priority, with the Development Plan 2023-2026 proposing the deployment of upgraded EV charging stations—using solar PV and battery storage—to align daytime electricity use with solar energy. In maritime efforts, the Energy Efficiency Action Plan (EEAP) and the VNR Report 2024 focus on replacing inefficient two-stroke gasoline outboard engines with cleaner alternatives. Additionally, the Palau National Infrastructure Investment Plan 2021-2030 highlights the importance of climate-proofing low-lying roads and causeways, ensuring the resilience of the transport network against increasing climate impacts.
These tables contains transport-relevant (e.g. economy-wide; sector-specific) GHG emissions targets as explicitly mentioned in the policy documents.
Economy-wide GHG emissions mandates
Voluntary National Review 2019 - PLW
2019
target is a 22 percent reduction in emissions below 2005 levels by 2025 (NDC) from the energy sector
2025
Palau NDC
2015
22% energy sector emissions reductions below 2005 levels by 2025
2025
Indirect Transport Climate Change Targets
These tables show non-GHG targets as specified in the policy documents which indirectly benefit climate change mitigation and adaptation in the transport sector.
Managing transport energy consumption
Palau NDC
2015
35% Energy Efficiency
2025
Renewable energy
VNR Report 2024
2024
Increase in total energy produced from renewable sources to 100% by 2050 (power and transport sectors),
2050
Palau NDC
2015
45% Renewable Energy target
2025
Transport and Climate Policy Measures
These tables list the policy measures that relate to climate change mitigation and adaptation in the transport sector that had been identified in the transport policy documents.
Active mobility - General
Voluntary National Review 2019 - PLW
2019
creating an environment conducive to alternative transport – walking and biking (Climate Change policy)
x
Active transport infrastructure expansion and improvement
VNR Report 2024
2024
To address the triple threats to climate, health, and the environment, a Global Environmental Facility project is being planned to reduce transportation sector emissions using a combination of electric and hybrid-fueled public transport vehicles (including infrastructure support for e-vehicles) and improved walking and biking facilities.
x
Voluntary National Review 2019 - PLW
2019
aspires to complete land transportation infrastructure incorporating sidewalks and public transport and a marine transportation system powered by renewable energy
x
Airport infrastructure improvement
Palau National Infrastructure Investment Plan 2021-2030
2021
To slowly build air service facilities, and the safety and regulatory environment as the demand for air services increases. In addition to the above, a project involving major renovations to the international airport, including additional new gates and with estimated cost of $40 million funded by JICA/JBIC/SMBC is currently implementation.
x
Voluntary National Review 2019 - PLW
2019
expansion of the international airport and domestic airports in Peleliu and Angaur
x
Palau National Master Development Plan
1995
international airport upgraded domestic airport terminals constructed
x
Aviation improvements - General
Actions For Palau's Future - Medium-Term Development Strategy 2009-2014
2009
review air service agreements with view to encouraging additional carriers, increasing scheduled flights and reducing charter flights
x
Aviation safety
Palau National Infrastructure Investment Plan 2021-2030
2021
To slowly build air service facilities, and the safety and regulatory environment as the demand for air services increases.
x
Biofuels
VNR Report 2024
2024
Palau's energy roadmap identifies several future options: (i) replace gasoline with a synthetic variant produced from renewable hydrogen and biomass
x
Climate Change Policy
2015
Investigate viable options and for the use of biofuels, including options for converting the existing fleet of government vehicles
x
Palau NDC
2015
Palau is investigating a project to convert waste cooking oil to biofuel for diesel vehicles, beginning with public school buses and a potential public bus route.
x
Budget/ identification of aviation projects
Palau National Infrastructure Investment Plan 2021-2030
2021
a project involving major renovations to the international airport, including additional new gates and with estimated cost of $40 million funded by JICA/JBIC/SMBC is currently implementation.
x
Budget/ identification of public transport projects
VNR Report 2024
2024
At present, Palau Visitor's Authority operates a public bus to support the twice-monthly “680 Night Market.” With support from MHRCDT and other partners, it has recently expanded to a daytime service linking the Belau National Hospital in Meyuns (Koror) with the Airai Commercial Center. It is envisaged that this service will expand subject to demand.
x
Budget/ identification of transport asset management projects
National Energy Policy
2010
efficient use and maintenance of the Government vehicle fleet and ships, including strict servicing and maintenance procedures with support for these measures with adequate budget allocations.
x
x
Bus fleet renewal
Development Plan 2023 -2026
2023
Additional fire tankers in Koror and Babeldaob to replace old fire engines.
x
Capacity building - General
Development Plan 2023 -2026
2023
Priority Programs and Projects (Post Plan, after 2026) • Technical training (in person and virtual) in development planning, construction inspection, maintenance inspections • Technical training on maintenance Strategy: (iii) rehabilitating the existing port in Malakal to increase the land area by acquiring the adjacent fisheries dock, and thereby create a mechanism for seafarer training. Priority Capacity Building Programs and Projects (Post Plan, after 2026) • Training vessel. USD5,000,000 • Seafarer's training. USD60,000/annum Capacity-building support provided. PPUC and other stakeholders have limited capacity to manage the smart grid including SCADA/EMS, BESS, and EV charging infrastructure. Their capacity to manage new power systems and electric mobility infrastructure will be improved.
x
x
Capacity building and education for disaster preparedness and recovery in transport
National Disaster Risk Management Framework 2010
2010
It is the responsibility of the NEMO to develop DRM education and awareness programs for use in the formal education system, with the assistance of the MOE and the PCC. The development of such materials and programs should be conducted in close collaboration with the support of its training partners.
x
x
Data collection and repositories - General
National Energy Policy
2010
In order to monitor the energy profile of the transport system a database of all operational vehicles by class, make and fuel usage will be mandated.
x
Development of climate change/ low carbon plan/ policy
High Ambition Coalition COP 26 Leaders' Statement
2021
Support ambitious policies to reduce emissions in transport sectors, including to take more ambitious climate action in shipping and aviation.
Development of transport adaptation/ emergency/ disaster/ recovery plan/ policy
Climate Change Policy
2015
Develop, adopt, and implement a climate/ disaster resilient energy efficient building code
National Disaster Risk Management Framework 2010
2010
The NEMO is responsible for ensuring that a National Disaster Management Training Plan is developed in collaboration with national, regional or international training providers and that training materials and programs are developed to support all departments, sectors and agencies to improve their capabilities relative to their designated functions. It is recommended that a training officer should be employed to strengthen the capacity of the NEMO.
Development of transport plan/ policy
Climate Change Policy
2015
Finalise and launch of "Complete Street Policy" to improve traffic flows, reduce congestion and support alternative transport.
x
Disaster monitoring
VNR Report 2024
2024
Continue to build national capacity to identify and analyze hazard and risk data. (Palau Climate Change Policy 2024: Priorities for Disaster Risk Reduction)
National Disaster Risk Management Framework 2010
2010
Collate damage assessment reports and prioritize resource allocation to affected areas based on resource availability, access and transportation requirements.
Disaster notification/ early warning system
Climate Change Policy
2015
Strengthen emergency response systems and early warning systems
National Disaster Risk Management Framework 2010
2010
Role of NEC: Issue early warnings through all available communication channels.
EV - General
Voluntary National Review 2019 - PLW
2019
transition to electric vehicles
x
Climate Change Policy
2015
Procure and operate fuel efficient vehicles
x
EV charging infrastructure
Development Plan 2023 -2026
2023
Three enhanced EV charging infrastructures will be deployed. Each of them consists of 6 EV charges, 15 kWp of solar PV, and 72 kWh of electric battery storage. Additionally, up to 20 individual EV chargers will be installed.
x
EV in public transport
VNR Report 2024
2024
To address the triple threats to climate, health, and the environment, a Global Environmental Facility project is being planned to reduce transportation sector emissions using a combination of electric and hybrid-fueled public transport vehicles (including infrastructure support for e-vehicles) and improved walking and biking facilities.
x
EV in water transport
VNR Report 2024
2024
Palau's energy roadmap identifies several future options: (iii) battery-powered hydrofoiling boats, an entirely new design technology.
x
Energy efficient vehicle incentives excl. EVs
Climate Change Policy
2015
Develop and enact legislation to introduce economic instruments that encourage the import and sale of energy efficient vehicles.
x
Financial instruments to support decarbonisation - General
Energy Efficiency Action Plan (EEAP)
2008
Establish a fund to partially offset the difference in price between four-stroke gasoline outboard or diesel marine engines and two-stroke gasoline outboard engines.
x
x
Fossil fuel subsidy rationalization
High Ambition Coalition COP 26 Leaders' Statement
2021
Halt inefficient fossil fuel subsidies as soon as possible.
Hydrogen
VNR Report 2024
2024
Palau's energy roadmap identifies several future options: (i) replace gasoline with a synthetic variant produced from renewable hydrogen and biomass, (ii) replace gasoline motors with electric motors fueled by green hydrogen, a
x
Incentives for EVs and components
Climate Change Policy
2015
Develop and enact legislation to introduce economic instruments that encourage the import and sale of energy efficient vehicles.
x
International cooperation
VNR Report 2024
2024
The focus on active transport will build on work spearheaded by the NGO PalauWalks, in partnership with Palau Visitor's Authority, PNOC, MHHS, MPII, and the Climate Change Office since 2013, to create walk-friendly environments.
x
Investment required for specific projects
Development Plan 2023 -2026
2023
The 16 sector strategies prioritized a total of 75 proposed capital expenditures or development projects. 139 Total plan period capital needs of $396.86 million range from a total of $930,000 in the case of tourism to $143.6 million for marine transport. Other relatively large sector capital requirements are for energy at $101.9 million, education at $38.81, land transport at $38.60 million, and air transport at $37.45 million. All capital projects are listed by sector on the MOF website.
Actions For Palau's Future - Medium-Term Development Strategy 2009-2014
2009
Identify total costs of selected services including bus transport, school lunches and building maintenance
x
National speed law
Vehicle Legislation
2017
No person shall drive a vehicle upon a highway at a speed greater than is reasonable and prudent, having due regard to the traffic, surface and width of the highway and the hazard at intersections and any other conditions then existing. Any person who drives a vehicle upon a highway at a speed in excess of that indicated in this section for the particular location shall be guilty of misdemeanor. Except where otherwise designated by the President, said indicated speeds are as follows: (1) fifteen miles per hour: when passing a school building or the grounds thereof, during the school recess or while children are going to or leaving school during opening or closing hours; when passing a church; when passing public processions or assemblages on or near any highway. (2) twenty miles per hour: in any business or residential district. (3) twenty-five miles per hour: outside of a business or residential district.
x
Planning to reduce future vulnerabilities and minimizing losses
Climate Change Policy
2015
Undertake site-specific risk assessments and develop risk manmagement plans for vulnerable infrastructure (private, commercial and government, particularly for ports and docks)
x
Promote active transport
VNR Report 2024
2024
The focus on active transport will build on work spearheaded by the NGO PalauWalks, in partnership with Palau Visitor's Authority, PNOC, MHHS, MPII, and the Climate Change Office since 2013, to create walk-friendly environments.
x
Promote preparedness and rapid recovery of transport function
National Disaster Risk Management Framework 2010
2010
Collate damage assessment reports and prioritize resource allocation to affected areas based on resource availability, access and transportation requirements.
Public transport improvement - General
Development Plan 2023 -2026
2023
the government will also examine options to invest in public transportation, with the objective of reducing congestion and CO2 emissions.
x
Voluntary National Review 2019 - PLW
2019
aspires to complete land transportation infrastructure incorporating sidewalks and public transport and a marine transportation system powered by renewable energy development of public transportation
x
x
National Energy Policy
2010
The establishment of energy efficient public transport system for urban and rural areas with particular emphasis on reducing energy consumed commuting to the new Capitol facilities will be promoted and encouraged.
x
x
Recycle and circular economy in Transport
Development Plan 2023 -2026
2023
Establish Advance Recovery Fee & Deposit (ARFD) towards sound material cycle society is developed and a legal framework for at least one problematic waste stream is developed. Waste streams such as end of life vehicles, e-waste, waste tires, etc.
x
Reference to domestic financing mechanisms
Actions For Palau's Future - Medium-Term Development Strategy 2009-2014
2009
Reduce costs associated with school transportation -Change bus drivers from full-time to part-time status (short-term measure) -Privatize school bus services through contractual arrangements (medium-term measure).
x
Renewable energy
Voluntary National Review 2019 - PLW
2019
aspires to complete land transportation infrastructure incorporating sidewalks and public transport and a marine transportation system powered by renewable energy a new fleet of vessels for domestic transport is envisioned using a combination of sail, solar, and coconut oil
x
x
Climate Change Policy
2015
Renewable energy strategy
National Energy Policy
2010
Renewable energies will therefore be promoted so that such energy will provide a minimum of 20% of electrical energy generated in Palau the end of 2020.
Road infrastructure expansion
Palau National Master Development Plan
1995
Access roads constructed
x
Road infrastructure, signage and furniture improvement
Development Plan 2023 -2026
2023
Priority Programs and Projects (2023 to 2026): • Babeldaob Intrastate Road improvements • Desing of Koror-Airai road repairs • Climate-proofing of low-lying roads and causeways. • Replacement of culverts on Malakal and Meyuns causeways
x
Climate Change Policy
2015
Finalise and launch of "Complete Street Policy" to improve traffic flows, reduce congestion and support alternative transport.
x
Shipping efficiency improvements
Development Plan 2023 -2026
2023
Priority Programs and Projects (2023 to 2026) • Feasibility study followed by the investment and operation of a government vessel Strategy: (i) replacing a less efficient private sector fleet of small vessels servicing the islands with one larger government-owned and operated ship.
x
Energy Act (RPPL No. 9-56)
2014
Introduce efficiency standards for buses and marine vessels that are used in private tourism enterprises, and for all other vehicles and vessels in the Republic.
x
x
Palau Energy Act (Public Law No. 9-54 of 2014)
2014
The Energy administration shall introduice efficiency standards for the road and marine fleets of the Government of Palau and introduce efficiency standards for buses and marine vessels that are used in private tourism and for all other vehicles and vessles. The Energy administration shall assess the following in the Annual Energy Report: - Progress towards the Government green fleet efficiency standards - The efficiency of marine vessels used by the operators in the tourism industry
x
Energy Efficiency Action Plan (EEAP)
2008
Decrease use of number of two-stroke gasoline outboard marine engines
x
Shipping fuels
VNR Report 2024
2024
Palau's energy roadmap identifies several future options: (i) replace gasoline with a synthetic variant produced from renewable hydrogen and biomass, (ii) replace gasoline motors with electric motors fueled by green hydrogen, a
x
Shipping improvement - General
Palau National Master Development Plan
1995
Malakal harbor expanded Pier redeveloped Harbor repairs Navigation aids upgraded
x
Shipping port infrastructure improvements
Palau National Master Development Plan
1995
Bay facilities improved for commercial bulk port
x
Solar energy
VNR Report 2024
2024
Palau encourages energy efficiency and conservation through:Installing solar lighting on roadways. The airport solar farm, Palau's first grid-connected solar installation at the intersection of SDGs 7, 9, and 17. The Government of Japan funded this project in 2011 which became the model for several projects that have followed.
x
x
Development Plan 2023 -2026
2023
Palau plans to increase solar power production up to 52 gigawatt-hour (GWh) – 55 GWh per year. The EV charging stations will create daytime power consumption to match solar power production. They can also function as load-shifting batteries by providing power to the EVs during the daytime.
x
Voluntary National Review 2019 - PLW
2019
a new fleet of vessels for domestic transport is envisioned using a combination of sail, solar, and coconut oil
x
x
Transport Laws and Regulations- General
Vehicle Legislation
2017
Vehicle Legislation
x
Palau National Master Development Plan
1995
civil aviation code drafted
x
Transport asset management - General
Palau National Infrastructure Investment Plan 2021-2030
2021
Melekeok to Ngardmau Road - Paving of three existing dirt road sections, including rehabilitation of existing bridges, and construction of drainage structures Capital Repairs to Compact Road, Airai to Ngarchelong Major repairs to existing road bridges Rehabilitation of Malakal port development
x
x
National Disaster Risk Management Framework 2010
2010
Reconstruction: Major capital works to restore transport and water reticulation systems.
x
Transport demand management - General
Climate Change Policy
2015
Finalise and launch of "Complete Street Policy" to improve traffic flows, reduce congestion and support alternative transport.
x
National Energy Policy
2010
travel demand management through smarter planning
x
Transport infrastructure modification to reduce climate risks
Palau National Infrastructure Investment Plan 2021-2030
2021
Climate proofing of low lying roads and causeways and paving priority unpaved roads - Airai to Koror
x
Transport institutional reform
Palau National Master Development Plan
1995
National road building and maintenance program established
x
Vehicle efficiency standards
Climate Change Policy
2015
Procure and operate fuel efficient vehicles Develop and enact legislation to introduce economic instruments that encourage the import and sale of energy efficient vehicles.
x
Palau NDC
2015
Currently there is a pending national legislation that would mandate the use and commercial sale of four stroke outboard motor engines only to reduce emissions.
x
x
Energy Act (RPPL No. 9-56)
2014
Introduce efficiency standards for buses and marine vessels that are used in private tourism enterprises, and for all other vehicles and vessels in the Republic. “Government green fleet efficiency standards” means the fuel emissions standards that the Energy Administration establishes for the fleets of relevant government agencies.
x
x
Palau Energy Act (Public Law No. 9-54 of 2014)
2014
The Energy administration shall introduice efficiency standards for the road and marine fleets of the Government of Palau and introduce efficiency standards for buses and marine vessels that are used in private tourism and for all other vehicles and vessles. The Energy administration shall assess the following in the Annual Energy Report: - Progress towards the Government green fleet efficiency standards - The efficiency of marine vessels used by the operators in the tourism industry
x
x
National Energy Policy
2010
significantly increasing vehicle efficiency
x
Vehicle improvement - General
Palau Energy Conservation Strategy (PECS)
2007
Preferential purchasing of energy efficient vehicles and equipment
x
Vehicle inspection and maintenance
National Energy Policy
2010
efficient use and maintenance of the Government vehicle fleet and ships, including strict servicing and maintenance procedures with support for these measures with adequate budget allocations.
x
x
Vehicle restrictions (import, age, access, sale, taxation)
Climate Change Policy
2015
Develop and enact legislation to introduce economic instruments that encourage the import and sale of energy efficient vehicles.
x
National Energy Policy
2010
An import tax scheme will be developed and introduced that provides incentives for the importation of efficient equipment and discourages the import of inefficient appliances, vehicles and machinery
x
Vehicle scrappage scheme
Development Plan 2023 -2026
2023
Establish Advance Recovery Fee & Deposit (ARFD) towards sound material cycle society is developed and a legal framework for at least one problematic waste stream is developed. Waste streams such as end of life vehicles, e-waste, waste tires, etc.
x
Vessel scrappage and retrofit
VNR Report 2024
2024
Phasing out two-stroke outboard gasoline engines on boats
x
Disclaimer
The Asian Transport Observatory (ATO) project collects, collates, and organizes data from publicly available official, as well as reputable and peer-reviewed secondary sources, which may contain incomplete or inconsistent data. It is important to note that the ATO does not generate data. Changes in the methodologies used in the sources, and changes in the values due to such changes may not necessarily be highlighted in this specific document. Moreover, while the ATO carries out quality control and assurance of whether the data are truthfully reflected in the ATO, the ATO does not make any warranties or representations as to the appropriateness, quality, accuracy, or completeness of the data in the ATO databases, and in the knowledge products that are produced from such. Users are encouraged to scrutinize, verify, interpret, and judge the data before utilizing them. For the profiles, please note that we utilize the 3-letter codes from ISO due to the global nature of some of the figures. All insights are grounded in ATO national, urban, and policy databases. To ensure professional excellence, human-generated texts undergo AI-assisted refinement for grammar and clarity. Editorial judgment and content responsibility remain fully with the ATO, and AI is not used for autonomous content generation.
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