Traffic congestion
Traffic congestion is a condition on transport that is characterised by slower speeds, longer trip times, and increased vehicular queueing. Traffic congestion on urban road networks has become increasingly problematic since the 1950s. When traffic demand is great enough that the interaction between vehicles slows the speed of the traffic stream, this results in some congestion. While congestion is a possibility for any mode of transportation, this article will focus on automobile congestion on public roads.
As demand approaches the capacity of a road, extreme traffic congestion sets in. When vehicles are fully stopped for periods of time, this is known as a traffic jam or a traffic snarl-up. Traffic congestion can lead to drivers becoming frustrated and engaging in road rage.
Mathematically, traffic is modeled as a flow through a fixed point on the route, analogously to fluid dynamics.
Causes
Traffic congestion occurs when a volume of traffic or modal split generates demand for space greater than the available street capacity; this point is commonly termed saturation. There are a number of specific circumstances which cause or aggravate congestion; most of them reduce the capacity of a road at a given point or over a certain length, or increase the number of vehicles required for a given volume of people or goods. About half of U.S. traffic congestion is recurring, and is attributed to sheer weight of traffic; most of the rest is attributed to traffic incidents, road work and weather events. In terms of traffic operation, rainfall reduces traffic capacity and operating speeds, thereby resulting in greater congestion and road network productivity loss.Traffic research still cannot fully predict under which conditions a "traffic jam" may suddenly occur. It has been found that individual incidents may cause ripple effects which then spread out and create a sustained traffic jam when, otherwise, normal flow might have continued for some time longer.
Separation of work and residential areas
People often work and live in different parts of the city. Places of work are often located away from housing areas, resulting in the need for people to commute to work.According to a 2011 report published by the United States Census Bureau, a total of 132.3 million people in the United States commute between their work and residential areas daily.
Movement to obtain or provide goods and services
People may need to move about within the city to obtain goods and services, for instance to purchase goods or attend classes in a different part of the city.Brussels, a city with a strong service economy, has one of the worst traffic congestion in the world, wasting 74 hours in traffic in 2014.
Mathematical theories
Some traffic engineers have attempted to apply the rules of fluid dynamics to traffic flow, likening it to the flow of a fluid in a pipe. Congestion simulations and real-time observations have shown that in heavy but free flowing traffic, jams can arise spontaneously, triggered by minor events, such as an abrupt steering maneuver by a single motorist. Traffic scientists liken such a situation to the sudden freezing of supercooled fluid. Others suggest that traffic behaves more like a gas than a liquid, because it expands to fill all the space available to it, no matter how much is added, a phenomenon called induced demand or induced traffic.However, unlike a fluid, traffic flow is often affected by signals or other events at junctions that periodically affect the smooth flow of traffic. Alternative mathematical theories exist, such as Boris Kerner's three-phase traffic theory.
Because of the poor correlation of theoretical models to actual observed traffic flows, transportation planners and highway engineers attempt to forecast traffic flow using empirical models. Their working traffic models typically use a combination of macro-, micro- and mesoscopic features, and may add matrix entropy effects, by "platooning" groups of vehicles and by randomising the flow patterns within individual segments of the network. These models are then typically calibrated by measuring actual traffic flows on the links in the network, and the baseline flows are adjusted accordingly.
A team of MIT mathematicians has developed a model that describes the formation of "phantom jams," in which small disturbances in heavy traffic can become amplified into a full-blown, self-sustaining traffic jam. Key to the study is the realization that the mathematics of such jams, which the researchers call "jamitons," are strikingly similar to the equations that describe detonation waves produced by explosions, says Aslan Kasimov, lecturer in MIT's Department of Mathematics. That discovery enabled the team to solve traffic-jam equations that were first theorized in the 1950s.
In recent articles, percolation theory has been applied to study traffic congestion in a city. The quality of the global traffic in a city at a given time is by a single parameter, the percolation critical threshold. The critical threshold represent the velocity below which one can travel in a large fraction of city network. The method is able to identify repetitive traffic bottlenecks
Critical exponents characterizing the cluster size distribution of good traffic are similar to those of percolation theory.
An empirical study regarding the size distribution of traffic jams has been performed recently by Zhang et al.. They found an approximate universal power law for the jam sizes distribution.
Economic theories
Congested roads can be seen as an example of the tragedy of the commons. Because roads in most places are free at the point of usage, there is little financial incentive for drivers not to over-use them, up to the point where traffic collapses into a jam, when demand becomes limited by opportunity cost. Privatization of highways and road pricing have both been proposed as measures that may reduce congestion through economic incentives and disincentives. Congestion can also happen due to non-recurring highway incidents, such as a crash or roadworks, which may reduce the road's capacity below normal levels., Hainan Province, China.
Economist Anthony Downs argues that rush hour traffic congestion is inevitable because of the benefits of having a relatively standard work day. In a capitalist economy, goods can be allocated either by pricing or by queueing ; congestion is an example of the latter. Instead of the traditional solution of making the "pipe" large enough to accommodate the total demand for peak-hour vehicle travel, either by widening roadways or increasing "flow pressure" via automated highway systems, Downs advocates greater use of road pricing to reduce congestion, in turn plowing the revenues generated therefrom into public transportation projects.
A 2011 study in The American Economic Review indicates that there may be a "fundamental law of road congestion." The researchers, from the University of Toronto and the London School of Economics, analyzed data from the U.S. Highway Performance and Monitoring System for 1983, 1993 and 2003, as well as information on population, employment, geography, transit, and political factors. They determined that the number of vehicle-kilometers traveled increases in direct proportion to the available lane-kilometers of roadways. The implication is that building new roads and widening existing ones only results in additional traffic that continues to rise until peak congestion returns to the previous level.
Classification
Qualitative classification of traffic is often done in the form of a six letter A-F level of service scale defined in the Highway Capacity Manual, a US document used worldwide. These levels are used by transportation engineers as a shorthand and to describe traffic levels to the lay public. While this system generally uses delay as the basis for its measurements, the particular measurements and statistical methods vary depending on the facility being described. For instance, while the percent time spent following a slower-moving vehicle figures into the LOS for a rural two-lane road, the LOS at an urban intersection incorporates such measurements as the number of drivers forced to wait through more than one signal cycle.Traffic congestion occurs in time and space, i.e., it is a process. Therefore, another classification schema of traffic congestion is associated with some found in measured traffic data. Common spatiotemporal empirical features of traffic congestion are those features, which are qualitatively the same for different highways in different countries measured during years of traffic observations. Common features of traffic congestion are independent on weather, road conditions and road infrastructure, vehicular technology, driver characteristics, day time, etc. Examples of common features of traffic congestion are the features and for, respectively, the wide moving jam and synchronized flow traffic phases found in Kerner’s three-phase traffic theory. The common features of traffic congestion can be reconstructed in space and time with the use of the models.
Negative impacts
Traffic congestion has a number of negative effects:- Wasting time of motorists and passengers. As a non-productive activity for most people, congestion reduces regional economic health.
- Delays, which may result in late arrival for employment, meetings, and education, resulting in lost business, disciplinary action or other personal losses.
- Inability to forecast travel time accurately, leading to drivers allocating more time to travel "just in case", and less time on productive activities.
- Wasted fuel increasing air pollution and carbon dioxide emissions owing to increased idling, acceleration and braking.
- Wear and tear on vehicles as a result of idling in traffic and frequent acceleration and braking, leading to more frequent repairs and replacements.
- Stressed and frustrated motorists, encouraging road rage and reduced health of motorists
- Emergencies: blocked traffic may interfere with the passage of emergency vehicles traveling to their destinations where they are urgently needed.
- Spillover effect from congested main arteries to secondary roads and side streets as alternative routes are attempted, which may affect neighborhood amenity and real estate prices.
- Higher chance of collisions due to tight spacing and constant stopping-and-going.
Road rage
The term originated in the United States in 1987–1988, when a rash of freeway shootings occurred on the 405, 110 and 10 freeways in Los Angeles, California. These shooting sprees even spawned a response from the AAA Motor Club to its members on how to respond to drivers with road rage or aggressive maneuvers and gestures.
Economic loss
Area | Loss in billions | Note |
USA | $305 | |
UK | $52.01 | |
NYC | $33.7 | |
LA | $19.2 | |
Manila | $18.615 | |
Bangladesh | $11.4 | |
SF | $10.6 | |
Atlanta | $7.1 | |
Jakarta | $5 | |
Dhaka | $4.463 | |
GTHA | $3.3 |
Positive impacts
Congestion has the benefit of encouraging motorists to retime their trips so that expensive road space is in full use for more hours per day.The standard response to congestion is to expand road space somehow, perhaps by widening an existing road or else by adding a new road, bridge or tunnel. However, that could well result in increased traffic flow, otherwise known as induced demand, causing congestion to appear somewhere else. Moreover, Braess' paradox shows that adding road capacity might make congestion worse, even if demand does not increase.
It has been argued that traffic congestion, by reducing road speeds in cities, could reduce the frequency and severity of road accidents.
Countermeasures
Road infrastructure
- Junction improvements
- * Grade separation, using bridges freeing movements from having to stop for other crossing movements
- * Ramp signalling, 'drip-feeding' merging traffic via traffic signals onto a congested motorway-type roadway
- * Reducing junctions
- ** Local-express lanes, providing through lanes that bypass junction on-ramp and off-ramp zones
- ** Limited-access road, roads that limit the type and amounts of driveways along their lengths
- Reversible lanes, where certain sections of highway operate in the opposite direction on different times of the day of the week, to match asymmetric demand. These pose a potential for collisions, if drivers do not notice the change in direction indicators. This may be controlled by variable-message signs or by movable physical separation
- Separate lanes for specific user groups
- * Bus lanes as part of a busway system
- * Express toll lanes
- * HOV lanes, for vehicles with at least three riders, intended to encourage carpooling
- ** Slugging, impromptu carpooling at HOV access points, on a hitchhiking or payment basis
- ** Market-based carpooling with pre-negotiated financial incentives for the driver
Urban planning and design
and urban design practices can have a huge impact on levels of future traffic congestion, though they are of limited relevance for short-term change.- Grid plans including fused grid road network geometry, rather than tree-like network topology which branches into cul-de-sacs. This avoids concentration of traffic on a small number of arterial roads and allows more trips to be made without a car.
- Zoning laws that encourage mixed-use development, which reduces distances between residential, commercial, retail, and recreational destinations and encourage cycling and walking. Cycling modal share is strongly associated with the availability of local cycling infrastructure.
- Carfree cities, car-light cities, and eco-cities designed to eliminate the need to travel by car for most inhabitants.
- Transit-oriented development are residential and commercial areas designed to maximize access to public transport by providing a transit station or stop.
Supply and demand
Increased supply can include:
- Adding more capacity at bottlenecks
- Adding more capacity over the whole of a route
- Creating new routes
- Traffic management improvements
- Parking restrictions, making motor vehicle use less attractive by increasing the monetary and non-monetary costs of parking, introducing greater competition for limited city or road space. Most transport planning experts agree that free parking distorts the market in favour of car travel, exacerbating congestion.
- Park and ride facilities allowing parking at a distance and allowing continuation by public transport or ride sharing. Park-and-ride car parks are commonly found at metro stations, freeway entrances in suburban areas, and at the edge of smaller cities.
- Reduction of road capacity to force traffic onto other travel modes. Methods include traffic calming and the shared space concept.
- Road pricing, charging money for access onto a road/specific area at certain times, congestion levels or for certain road users
- * "Cap and trade", in which only licensed cars are allowed on the roads. A limited quota of car licences are issued each year and traded in a free market fashion. This guarantees that the number of cars does not exceed road capacity while avoiding the negative effects of shortages normally associated with quotas. However, since demand for cars tends to be inelastic, the result are exorbitant purchase prices for the licenses, pricing out the lower levels of society, as seen Singapore's Certificate of Entitlement scheme.
- * Congestion pricing, where a certain area, such as the inner part of a congested city, is surrounded with a into which entry with a car requires payment. The cordon may be a physical boundary or it may be virtual, with enforcement being via spot checks or cameras on the entry routes. Major examples are Singapore's electronic road pricing, the London congestion charge system, Stockholm congestion tax and the use of high-occupancy toll lanes, predominately in North America.
- Road space rationing, where regulatory restrictions prevent certain types of vehicles from driving under certain circumstances or in certain areas.
- * Number plate restrictions based on days of the week, as practiced in several large cities in the world, such as Athens, Mexico City, Manila and São Paulo. In effect, such cities are banning a different part of the automobile fleet from roads each day of the week. Mainly introduced to combat smog, these measures also reduce congestion. A weakness of this method is that richer drivers can purchase a second or third car to circumvent the ban.
- * Permits, where only certain types of vehicles are permitted to enter a certain area, and other types are banned. For example, Bertrand Delanoë, the mayor of Paris, has proposed to impose a complete ban on motor vehicles in the city's inner districts, with exemptions only for residents, businesses, and the disabled.
- Policy approaches, which usually attempt to provide either strategic alternatives or which encourage greater usage of existing alternatives through promotion, subsidies or restrictions.
- * Incentives to use public transport, increasing modal shares. This can be achieved through infrastructure investment, subsidies, transport integration, pricing strategies that decrease the marginal cost/fixed cost ratios, improved timetabling and greater priority for buses to reduce journey time e.g. bus lanes or bus rapid transit.
- * Cycling promotion through legislation, cycle facilities, subsidies, and awareness campaigns. The Netherlands has been pursuing cycle friendly policies for decades, and around a quarter of their commuting is done by bicycle.
- * Promotion of more flexible work place practices. For example, a flexible workplaces pilot was undertaken in Brisbane, Australia during 2009 to test the applicability of a voluntary travel behaviour change program to achieve transport system outcomes, particularly as they related to managing congestion, either through mode shift or peak spreading. During the one-month Pilot, amongst almost 900 Brisbane CBD workers across 20 private and public sector organisations, shifts of more than 30% out of the morning and afternoon peak travel was recorded.
- * Telecommuting encouraged through legislation and subsidies.
- * Online shopping promotion, potentially with automated delivery booths helping to solve the last mile problem and reduce shopping trips made by car.
Traffic management
- Traffic reporting, via radio, GPS and mobile apps, to advise road users
- Variable message signs installed along the roadway, to advise road users
- Navigation systems, possibly linked up to automatic traffic reporting
- Traffic counters permanently installed, to provide real-time traffic counts
- Automated highway systems, a future idea which could reduce the safe interval between cars and increase highway capacity by as much as 100% while increasing travel speeds
- Parking guidance and information systems providing dynamic advice to motorists about free parking
- Active traffic management system opens up UK motorway hard shoulder as an extra traffic lane; it uses CCTV and VMS to control and monitor the traffic's use of the extra lane.
Other associated
- School opening times arranged to avoid rush hour traffic.
- Considerate driving behaviour promotion and enforcement. Driving practices such as tailgating and frequent lane changes can reduce a road's capacity and exacerbate jams. In some countries signs are placed on highways to raise awareness, while others have introduced legislation against inconsiderate driving.
- Visual barriers to prevent drivers from slowing down out of curiosity. This often includes accidents, with traffic slowing down even on roadsides physically separated from the crash location. This also tends to occur at construction sites, which is why some countries have introduced rules that motorway construction has to occur behind visual barrier
- Speed limit reductions, as practiced on the M25 motorway in London. With lower speeds allowing cars to drive closer together, this increases the capacity of a road. Note that this measure is only effective if the interval between cars is reduced, not the distance itself. Low intervals are generally only safe at low speeds.
- Lane splitting/filtering, in which some jurisdictions allow motorcycles, scooters and bicycles to travel in the space between cars, buses, and trucks.
- Reduction of road freight avoiding problems such as double parking with innovative solutions including cargo bicycles and Gothenburg's Stadsleveransens.
By country
Australia
Traffic during peak hours in major Australian cities, such as Sydney, Melbourne, Brisbane and Perth, is usually very congested and can cause considerable delay for motorists. Australians rely mainly on radio and television to obtain current traffic information. GPS, webcams, and online resources are increasingly being used to monitor and relay traffic conditions to motorists.Bangladesh
Traffic jams have become intolerable in Dhaka. Some other major reasons are the total absence of a rapid transit system; the lack of an integrated urban planning scheme for over 30 years; poorly maintained road surfaces, with potholes rapidly eroded further by frequent flooding and poor or non-existent drainage; haphazard stopping and parking; poor driving standards; total lack of alternative routes, with several narrow and one-way roads.Brazil
According to Time magazine, São Paulo has the world's worst daily traffic jams. Based on reports from the Companhia de Engenharia de Tráfego, the city's traffic management agency, the historical congestion record was set on May 23, 2014, with of cumulative queues around the city during the evening rush hour. The previous record occurred on November 14, 2013, with of cumulative queues.Despite implementation since 1997 of road space rationing by the last digit of the plate number during rush hours every weekday, traffic in this 20-million-strong city still experiences severe congestion. According to experts, this is due to the accelerated rate of motorization occurring since 2003 and the limited capacity of public transport. In São Paulo, traffic is growing at a rate of 7.5% per year, with almost 1,000 new cars bought in the city every day. The subway has only of lines, though 35 further kilometers are under construction or planned by 2010. Every day, many citizens spend between three up to four hours behind the wheel. In order to mitigate the aggravating congestion problem, since June 30, 2008 the road space rationing program was expanded to include and restrict trucks and light commercial vehicles.
Canada
According to the Toronto Board of Trade, in 2010, Toronto is ranked as the most congested city of 19 surveyed cities, with an average commute time of 80 minutes.China
The Chinese city of Beijing started a license plate rationing since the 2008 Summer Olympics whereby each car is banned from the urban core one workday per week, depending on the last digit of its licence plate. As of 2016, 11 major Chinese cities have implemented similar policies. Towards the end of 2010, Beijing announced a series of drastic measures to tackle the city's chronic traffic congestion, such as limiting the number of new plates issued to passenger cars to 20,000 a month, barring vehicles with non-Beijing plates from entering areas within the Fifth Ring Road during rush hours and expanding its subway system. The government aims to cap the number of locally registered cars in Beijing to below 6.3 million by the end of 2020. In addition, more than nine major Chinese cities including Shanghai, Guangzhou and Hangzhou started limiting the number of new plates issued to passenger cars in an attempt to curb the growth of car ownership. In response to the increased demand to public transit caused by these policies, aggressive programs to rapidly expand public transport systems in many Chinese cities are currently underway.A unique Chinese phenomenon of severe traffic congestion occurs during Chunyun Period or Spring Festival travel season. It is a long-held tradition for most Chinese people to reunite with their families during Chinese New Year. People return to their hometown to have a reunion dinner with their families on Chinese New Year. It has been described as the largest annual human migration in the world. Since the economic boom and rapid urbanization of China since the late 1970s, many people work and study a considerable distance from their hometowns. Traffic flow is typically directional, with large amounts of the population working in more developed coastal provinces needing travel to their hometowns in the less developed interior. The process reverses near the end of Chunyun. With almost 3 billion trips made in 40 days of the 2016 Chunyun Period, the Chinese intercity transportation network is extremely strained during this period.
The August 2010 China National Highway 110 traffic jam in Hebei province caught media attention for its severity, stretching more than from August 14 to 26, including at least 11 days of total gridlock. The event was caused by a combination of road works and thousands of coal trucks from Inner Mongolia’s coalfields that travel daily to Beijing. The New York Times has called this event the "Great Chinese Gridlock of 2010." The congestion is regarded as the worst in history by duration, and is one of the longest in length after the long Lyon-Paris traffic jam in France on February 16, 1980.
Recently, in Hangzhou City Brain has become active, reducing traffic congestion somewhat.
India
The number of vehicles in India is quickly increasing as a growing middle class can now afford to buy cars. India's road conditions have not kept up with the increase in vehicle numbers. As a result, India has launched various rapid transit efforts, such as the Kolkata Metro, in Kolkata, and the Rapid Metro, in Gurgaon.Various causes for this include:
- Private encroachments
- Non cooperation among drivers
- Unscientific road design
- Lack of free ways / exit ways where local roads and main roads intersect
- Lack of demarcated footpaths
- Lack of bus bays
- Lack of cycle tracks
- Lack of coordination among various government departments
Indonesia
Daily congestion in Jakarta is not a recent problem. The expansion of commercial area without road expansion shows worsening daily congestion even in main roads such as Jalan Jenderal Sudirman, Jalan M.H. Thamrin, and Jalan Gajah Mada in the mid 1970s.
In 2016, 22 people died as a result of traffic congestion in Java. They were among those stuck in a three-day traffic jam at a toll exit in Brebes, Central Java called 'Brexit'. The traffic block stretched for 21 km here and thousands of cars clogged the highway. Many people died because of carbon monoxide poisoning, fatigue or heat.
New Zealand
New Zealand has followed strongly car-oriented transport policies since after World War II, and currently has one of the highest car-ownership rates per capita in the world, after the United States. Traffic congestion in New Zealand is increasing with drivers on New Zealand's motorways reported to be struggling to exceed 20 km/h on an average commute, sometimes crawling along at 8 km/h for more than half an hour.Philippines
According to a survey by Waze, traffic congestion in Metro Manila is called the "worst" in the world, after Rio de Janeiro, São Paulo, and Jakarta. It is worsened by violations of traffic laws, like illegal parking, loading and unloading, beating the red light, and wrong-way driving. Traffic congestion in Metro Manila is caused by the large number of registered vehicles, lack of roads, and overpopulation, especially in the cities of Manila and Caloocan, as well as the municipality of Pateros. Traffic caused losses of ₱137,500,000,000 on the economy in 2011, and unbuilt roads and railway projects also causes worsening congestion. The Japan International Cooperation Agency feared that daily economic losses will reach Php 6,000,000,000 by 2030 if traffic congestion cannot be controlled.Turkey
In recent years, the Istanbul Metropolitan Municipality has made huge investments on intelligent transportation systems and public transportation. Despite that, traffic is a significant problem in İstanbul.İstanbul has chosen the second most congested and the most sudden-stopping traffic in the world. Travel times in Turkey’s largest city take on average 55 percent longer that they should, even in relatively less busy hours.
United Kingdom
In the United Kingdom the inevitability of congestion in some urban road networks has been officially recognized since the Department for Transport set down policies based on the report Traffic in Towns in 1963:
Even when everything that it is possibly to do by way of building new roads and expanding public transport has been done, there would still be, in the absence of deliberate limitation, more cars trying to move into, or within our cities than could possibly be accommodated.
from Moira to Belfast Great Victoria Street
The Department for Transport sees growing congestion as one of the most serious transport problems facing the UK. On 1 December 2006, Rod Eddington published a UK government-sponsored report into the future of Britain's transport infrastructure. The Eddington Transport Study set out the case for action to improve road and rail networks, as a "crucial enabler of sustained productivity and competitiveness". Eddington has estimated that congestion may cost the economy of England £22 bn a year in lost time by 2025. He warned that roads were in serious danger of becoming so congested that the economy would suffer. At the launch of the report Eddington told journalists and transport industry representatives introducing road pricing to encourage drivers to drive less was an "economic no-brainer". There was, he said "no attractive alternative". It would allegedly cut congestion by half by 2025, and bring benefits to the British economy totalling £28 bn a year.
A congestion charge for driving in central London was introduced in 2003. In 2013, ten years later, Transport for London reported that the scheme resulted in a 10% reduction in traffic volumes from baseline conditions, and an overall reduction of 11% in vehicle kilometres in London. Despite these gains, traffic speeds in central London became progressively slower.
United States
The Texas Transportation Institute estimated that, in 2000, the 75 largest metropolitan areas experienced 3.6 billion vehicle-hours of delay, resulting in 5.7 billion U.S. gallons in wasted fuel and $67.5 billion in lost productivity, or about 0.7% of the nation's GDP. It also estimated that the annual cost of congestion for each driver was approximately $1,000 in very large cities and $200 in small cities. Traffic congestion is increasing in major cities and delays are becoming more frequent in smaller cities and rural areas.30% of traffic is cars looking for parking.
According to traffic analysis firm INRIX in 2013, the top 65 worst US traffic congested cities were:
- Los Angeles, California: 64.4 hours
- Honolulu, Hawaii: 59.5 hours
- San Francisco, California: 56.1 hours
- New York, New York: 52.9 hours
- Bridgeport, Connecticut: 42.1 hours
- Austin, Texas: 41.2 hours
- Houston, Texas: 40.6 hours
- Washington, D.C.: 40.3 hours
- Boston, Massachusetts: 37.9 hours
- Seattle, Washington: 37.1 hours
- San Jose, California: 34.7 hours
- Chicago, Illinois: 34.2 hours
- Dallas, Texas: 33.5 hours
- El Paso, Texas: 32.6 hours
- Denver, Colorado: 31.7 hours
- New Haven, Connecticut: 31.2 hours
- Fort Worth, Texas: 30.6 hours
- Albuquerque, New Mexico: 29.3 hours
- Detroit, Michigan: 28.5 hours
- Colorado Springs, Colorado: 26.8 hours
- St. Louis, Missouri: 25.6 hours
- Indianapolis, Indiana: 24.9 hours
- Baltimore, Maryland: 23.4 hours
- Las Vegas, Nevada: 22.1 hours
- Salt Lake City, Utah: 21.9 hours
- Lubbock, Texas: 21.5 hours
- Provo, Utah: 21.2 hours
- Aurora, Colorado: 20.7 hours
- New Orleans, Louisiana: 20.2 hours
- Arlington, Texas: 19.8 hours
- Hartford, Connecticut: 19.6 hours
- Miami, Florida: 19.5 hours
- Tampa, Florida: 19.4 hours
- Daytona Beach, Florida: 19.2 hours
- Boise, Idaho: 18.7 hours
- Rio Rancho, New Mexico: 18.4 hours
- Wichita, Kansas: 18.1 hours
- Mobile, Alabama: 17.6 hours;
- Fort Collins, Colorado: 16.9 hour
- Kansas City, Missouri: 16.7 hours
- Columbia, Missouri: 16.3 hours
- Abilene, Texas: 16.1 hours
- Sacramento, California: 15.8 hours
- Midland, Texas: 15.4 hours
- Westminster, Colorado: 14.7 hours
- Plano, Texas: 14.5 hours
- Temple, Texas: 14.2 hours
- Loveland, Colorado: 13.8 hours
- Amarillo, Texas: 13.2 hours
- Odessa, Texas: 12.8 hours
- San Antonio, Texas: 12.7 hours
- Galveston, Texas: 12.6 hours
- Golden, Colorado: 12.3 hours
- Greeley, Colorado: 11.8 hours
- Santa Barbara, California: 11.6 hours
- Anchorage, Alaska: 10.9 hours
- Olympia, Washington: 10.7 hours
- Harrisburg, Pennsylvania: 10.6 hours
- Columbus, Ohio: 10.4 hours
- Portland, Oregon: 10.2 hours
- Redding, California: 9.8 hours
- Frederick, Maryland: 9.7 hours
- Castle Rock, Colorado: 9.6 hours
- Frisco, Texas: 9.4 hour
- Trenton, New Jersey: 9.3 hours