Picking the Right 3D Laser Scanning Technology for Your Company Needs
The globe of 3D laser scanning is large and complex, using a myriad of opportunities for organizations in different sectors. 3D Laser Scanning: The Future of Sustainable Dallas Development . From design and engineering to construction and manufacturing, this cutting-edge technology has the potential to reinvent the means companies run and supply results. Nevertheless, with such a wide variety of alternatives available, selecting the suitable 3D laser scanning technology can be a complicated job, specifically for those brand-new to the field.
Below are some vital aspects to think about when selecting the ideal 3D laser scanning technology for your organization requirements:
Function and Application: Prior to diving right into the globe of 3D laser scanning, its crucial to identify the details demands of your service. Are you wanting to develop in-depth topographic maps for a construction project? Do you need accurate point clouds for reverse engineering? Comprehending your objective will certainly help narrow down your choices and guarantee you invest in a technology that satisfies your needs.
Accuracy and Resolution: The accuracy and resolution of the scanner are vital elements to take into consideration. If your business needs exact dimensions and detailed information, you might need a scanner with high-resolution capabilities. On the various other hand, if your needs are less demanding, a more budget friendly lower-resolution scanner may be sufficient.
Range and Rate: The scanning range and rate of the technology are likewise important considerations. If youre working with large-scale projects or need to cover considerable locations, youll desire a scanner with a long array and high scanning rate. On the other hand, if your projects are smaller sized in scale, a scanner with a much shorter array yet high precision could be better.
Portability and Alleviate of Usage: Depending on your service procedures, you may require a scanner that is mobile and very easy to use in the area. Some 3D laser scanning modern technologies are developed to be handheld and straightforward, while others are extra fixed and complex. Think about the needs of your workforce and the atmosphere in which the scanner will be utilized.
Cost and ROI: While 3D laser scanning technology can be a considerable financial investment, its essential to think about the lasting advantages and potential return on investment (ROI). Premium scanners might feature a large price, however they can likewise supply considerable enhancements in precision, efficiency, and data quality. Its critical to consider the expense versus the potential cost savings and boosted end results that the technology can give.
Software Compatibility: Numerous 3D laser scanning innovations come with exclusive software
Unlocking the Power of 3D Laser Scanning for Your Dallas Business
In todays busy company atmosphere, staying in advance of the contour often means embracing cutting-edge innovations. For services in Dallas, 3D laser scanning uses a transformative opportunity to enhance efficiency, precision, and advancement throughout different industries. Applying 3D laser scanning successfully, nevertheless, requires a strategic approach based in best methods and mindful factors to consider. By comprehending these, Dallas organizations can fully leverage this technology to acquire a competitive edge.
3D laser scanning, or LiDAR (Light Detection and Ranging), is a technology that records specific dimensions of physical spaces and objects by using laser light to produce detailed 3D models. This technology is invaluable for a variety of applications, from construction and architecture to manufacturing and logistics. The benefits are various: it substantially reduces the time and labor associated with data collection, decreases errors compared to traditional methods, and gives a digital twin of physical rooms that can be utilized for planning, analysis, and simulation.
To apply 3D laser scanning effectively, organizations need to first plainly define their goals. Recognizing the particular objectives-- whether its enhancing accuracy in construction projects, enhancing product design procedures, or optimizing warehouse area-- will certainly assist the selection of equipment and software, making sure alignment with business demands.
Selecting the best equipment is another crucial consideration. The marketplace uses a selection of 3D laser scanners, each with different capacities and price factors. Variables such as the degree of information needed, the dimension of the area to be checked, and the environment in which the scanner will be used ought to affect this decision. For example, a high-precision scanner could be essential for in-depth architectural work, while a more sturdy model might be far better fit for outdoor construction websites.
Training and competence are just as important. The intricacy of 3D laser scanning technology necessitates skilled drivers that can take care of the equipment and software properly. Investing in training for staff or working with specialists can make sure that data is caught precisely and that the full capacity of the technology is realized. Additionally, ongoing training can assist groups remain upgraded on new functions and ideal techniques.
Data management is another vital consideration. The substantial quantities of data created by 3D laser scanning call for robust storage solutions and reliable data processing capacities. Services ought to develop methods for data managing, consisting of storage, backup, and security, to secure sensitive information and guarantee data integrity. Cloud-based solutions can use scalable storage options and assist in collaboration among teams.
Integration with existing systems is likewise
Integrating 3D laser scanning data with existing systems and operations can revolutionize the way Dallas services run, using boosted precision, efficiency, and development. As technology continues to advance, companies across numerous sectors are acknowledging the tremendous possibility that 3D laser scanning brings to their operations. Texas commercial 3D scanning brings Lone Star-sized precision to your portfolio. Nonetheless, to genuinely open its power, seamless integration with present systems is crucial.
Among the primary benefits of 3D laser scanning is its ability to capture highly precise spatial data. For businesses in fields like design, construction, and manufacturing, this indicates having accessibility to in-depth models that can enhance design precision and task planning. By integrating this data with existing CAD (Computer-Aided Design) and BIM (Building Information Modeling) systems, companies can simplify their operations, minimizing the time and effort required to transition in between different stages of a task. This not just increases project timelines but additionally decreases the risk of errors, causing higher quality results.
Furthermore, integrating 3D laser scanning data with enterprise resource planning (ERP) and task management devices can boost overall operational efficiency. For example, in the construction industry, real-time data from laser scans can be fed straight into
In todays affordable service setting, optimizing roi (ROI) is vital for development and sustainability. For organizations in Dallas seeking to enhance their operations and improve processes, including 3D laser scanning technology can be an incredibly efficient strategy. This advanced method not just assures precision yet likewise supplies significant cost-benefit benefits that can significantly improve your ROI.
In the beginning glance, purchasing 3D laser scanning might seem like a substantial in advance expense. Nevertheless, when we delve into the in-depth cost-benefit analysis, it comes to be clear that the long-lasting benefits far surpass these preliminary expenditures. Among the primary benefits is the extraordinary accuracy in measurement and documentation. For construction projects or facility management, this means less mistakes, less rework, and inevitably, lower expenses related to errors and ineffectiveness.
Furthermore, 3D laser scanning significantly reduces labor-intensive tasks. Instead of manual dimensions and extensive data collection, a single scan can capture thorough spatial information rapidly and accurately. This conserves time and resources, allowing your group to focus on even more tactical elements of your service, hence improving general performance.
Another critical element is boosted decision-making. With detailed and specific data available, local business owner and project supervisors can make enlightened choices based on real-time, accurate information as opposed to price quotes or obsolete data. This not just reduces risk but also accelerates task timelines, directly influencing your bottom line favorably.
Moreover, incorporating 3D laser scanning right into your organization processes can bring about enhanced client complete satisfaction and competitive advantage. Customers appreciate openness and precision, qualities that are considerably improved by utilizing such advanced innovations. This can result in repeat organization and references, properly improving your company's track record and profits.
Lastly, it is essential to take into consideration the durability and flexibility of 3D laser scanning systems. As your organization grows and projects progress, these devices can quickly scale and adapt to brand-new demands, ensuring that your financial investment continues to be important with time.
To conclude, while the preliminary expense of executing 3D laser scanning technology may appear high, the thorough cost-benefit analysis exposes that it provides substantial long-lasting returns. From boosted accuracy and efficiency to far better decision-making and boosted customer connections, this technology outfits Dallas companies with devices to open considerable benefits and maximize their ROI. Spend wisely in 3D laser scanning, and see your service grow.
Dallas
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City
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Downtown Dallas
State Fair of Texas
Southern Methodist University
Winspear Opera House
Perot Museum
American Airlines Center
UT Southwestern Medical Center
Margaret Hunt Hill Bridge
JFK Memorial
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![]() Flag
![]() Seal
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Nicknames:
Big D, D-Town, Triple D, 214
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![]() Interactive map of Dallas
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![]() ![]() Dallas
Location in Texas
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Coordinates: 32°46′45″N 96°48′32″W / 32.77917°N 96.80889°W | |
Country | United States |
State | Texas |
Counties | Dallas, Collin, Denton, Kaufman, Rockwall |
Incorporated | February 2, 1856 |
Government
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• Type | Council–manager |
• Body | Dallas City Council |
• Mayor | Eric Johnson (R) |
Area
[1]
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• City
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385.9 sq mi (999.2 km2) |
• Land | 339.604 sq mi (879.56 km2) |
• Water | 43.87 sq mi (113.60 km2) |
Elevation
[2]
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482 ft (147 m) |
Population
(2020)[3]
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• City
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1,304,379 |
• Estimate
(2024)
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1,304,238 ![]() |
• Rank | 21st in North America 9th in the United States 3rd in Texas |
• Density | 3,400/sq mi (1,300/km2) |
• Urban
[4]
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5,732,354 (US: 6th) |
• Urban density | 3,281.5/sq mi (1,267.0/km2) |
• Metro
[5]
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7,637,387 (US: 4th) |
Demonym | Dallasite |
GDP
[6]
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• Metro | $688.928 billion (2022) |
Time zone | UTC−06:00 (Central) |
• Summer (DST) | UTC−05:00 (Central) |
ZIP Codes |
ZIP Codes[7]
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Area codes | 214, 469, 945, 972[8][9] |
FIPS code | 48-19000[10] |
GNIS feature ID | 2410288[2] |
Website | dallascityhall.com |
Dallas (/ˈdælÉ™s/ ⓘ) is a city in the U.S. state of Texas and the most populous city in the Dallas–Fort Worth metroplex, the most populous metropolitan area in Texas and the fourth-most populous metropolitan area in the United States at 7.5 million people.[11] It is the most populous city in and seat of Dallas County with portions extending into Collin, Denton, Kaufman, and Rockwall counties. With a 2020 census population of 1,304,379, it is the ninth-most populous city in the U.S. and the third-most populous city in Texas after Houston and San Antonio.[12][13] Located in the North Texas region, the city of Dallas is the main core of the largest metropolitan area in the Southern United States and the largest inland metropolitan area in the U.S. that lacks any navigable link to the sea.[a]
Dallas and nearby Fort Worth were initially developed as a product of the construction of major railroad lines through the area allowing access to cotton, cattle, and later oil in North and East Texas. The construction of the Interstate Highway System reinforced Dallas's prominence as a transportation hub, with four major interstate highways converging in the city and a fifth interstate loop around it. Dallas then developed as a strong industrial and financial center and a major inland port, due to the convergence of major railroad lines, interstate highways, and the construction of Dallas Fort Worth International Airport, one of the largest and busiest airports in the world.[14] In addition, Dallas Area Rapid Transit (DART) operates rail and bus transit services throughout the city and its surrounding suburbs.[15]
Dominant sectors of its diverse economy include defense, financial services, information technology, telecommunications, and transportation.[16] The Dallas–Fort Worth metroplex hosts 23 Fortune 500 companies, the second-most in Texas and fourth-most in the United States,[17][18] and 11 of those companies are located within Dallas city limits.[19] Over 41 colleges and universities are located within its metropolitan area, which is the most of any metropolitan area in Texas. The city has a population from a myriad of ethnic and religious backgrounds and is one of the largest LGBT communities in the U.S.[20][21]
Indigenous tribes in North Texas included the Caddo, Tawakoni, Wichita, Kickapoo and Comanche.[22][23][24] Spanish colonists claimed the territory of Texas in the 18th century as a part of the Viceroyalty of New Spain. Later, France also claimed the area but never established much settlement. In all, six flags have flown over the area preceding and during the city's history: those of France, Spain, and Mexico, the flag of the Republic of Texas, the Confederate flag, and the flag of the United States of America.[25]
In 1819, the Adams–Onís Treaty between the United States and Spain defined the Red River as the northern boundary of New Spain, officially placing the future location of Dallas well within Spanish territory.[26][page needed] The area remained under Spanish rule until 1821, when Mexico declared independence from Spain, and the area was considered part of the Mexican state of Coahuila y Tejas. In 1836, Texians, with a majority of Anglo-American settlers, gained independence from Mexico and formed the Republic of Texas.[27]
Three years after Texas achieved independence, John Neely Bryan surveyed the area around present-day Dallas.[28] In 1839, accompanied by his dog and a Cherokee he called Ned, he planted a stake in the ground on a bluff located near three forks of the Trinity River and left.[29] Two years later, in 1841, he returned to establish a permanent settlement named Dallas.[30] The origin of the name is uncertain. The official historical marker states it was named after Vice President George M. Dallas of Philadelphia, Pennsylvania. However, this is disputed. Other potential theories for the origin include his brother, Commodore Alexander James Dallas, as well as brothers Walter R. Dallas and James R. Dallas.[31][32] A further theory gives the ultimate origin as the village of Dallas, Moray, Scotland,[b] similar to the way Houston, Texas, was named after Sam Houston, whose ancestors came from the Scottish village of Houston, Renfrewshire.
The Republic of Texas was annexed by the United States in 1845 and Dallas County was established the following year. Dallas was formally incorporated as a city on February 2, 1856.[14] In the mid-1800s, a group of French Socialists established La Réunion, a short-lived community, along the Trinity River in what is now West Dallas.[33]
With the construction of railroads, Dallas became a business and trading center and was booming by the end of the 19th century. It became an industrial city, attracting workers from Texas, the South, and the Midwest. The Praetorian Building in Dallas of 15 stories, built in 1909, was among the first skyscrapers west of the Mississippi and the tallest building in Texas for some time.[34] It marked the prominence of Dallas as a city. A racetrack for thoroughbreds was built and their owners established the Dallas Jockey Club. Trotters raced at a track in Fort Worth, where a similar drivers club was based. The rapid expansion of population increased competition for jobs and housing.
In 1910, a white mob of hundreds of people lynched a black man, Allen Brooks, accused of raping a little girl. The mob tortured Brooks, then killed him at the downtown intersection of Main and Akard by hanging him from a decorative archway inscribed with the words "Welcome Visitors". Thousands of Dallasites came to gawk at the torture scene, collecting keepsakes and posing for photographs.[35][36]
In 1921, the Mexican president Álvaro Obregón along with the former revolutionary general visited Downtown Dallas's Mexican Park in Little Mexico; the small park was on the corner of Akard and Caruth Street, site of the current Fairmont Hotel.[37] The small neighborhood of Little Mexico was home to a Latin American population that had been drawn to Dallas by factors including the American Dream, better living conditions,[38] and the Mexican Revolution.[39] Despite the onset of the Great Depression, business in construction was flourishing in 1930. That year, Columbus Marion "Dad" Joiner struck oil 100 miles (160 km) east of Dallas in Kilgore, spawning the East Texas oil boom. Dallas quickly became the financial center for the oil industry in Texas and Oklahoma.[40]
During World War II, Dallas was a major manufacturing center for military automobiles and aircraft for the United States and Allied forces. Over 94,000 jeeps and over 6,000 military trucks were produced at the Ford plant in East Dallas.[41] North American Aviation manufactured over 18,000 aircraft at their plant in Dallas, including the T-6 Texan trainer, P-51 Mustang fighter, and B-24 Liberator bomber.[42]
On November 22, 1963, United States President John F. Kennedy was assassinated on Elm Street while his motorcade passed through Dealey Plaza in Downtown Dallas.[43] The upper two floors of the building from which the Warren Commission reported assassin Lee Harvey Oswald shot Kennedy have been converted into a historical museum covering the former president's life and accomplishments.[44] Kennedy was pronounced dead at Dallas Parkland Memorial Hospital just over 30 minutes after the shooting.
On July 7, 2016, multiple shots were fired at a Black Lives Matter protest in Downtown Dallas, held against the police killings of two black men from other states. The gunman, later identified as Micah Xavier Johnson, began firing at police officers at 8:58 p.m., killing five officers and injuring nine. Two bystanders were also injured. This marked the deadliest day for U.S. law enforcement since the September 11 attacks. Johnson told police during a standoff that he was upset about recent police shootings of black men and wanted to kill whites, especially white officers.[45][46] After hours of negotiation failed, police resorted to a robot-delivered bomb, killing Johnson inside Dallas College El Centro Campus. The shooting occurred in an area of hotels, restaurants, businesses, and residential apartments only a few blocks away from Dealey Plaza.
Dallas is situated in the Southern United States, in North Texas. It is the county seat of Dallas County and portions of the city extend into neighboring Collin, Denton, Kaufman, and Rockwall counties. Many suburbs surround Dallas; three enclaves are within the city boundaries—Cockrell Hill, Highland Park, and University Park. According to the United States Census Bureau, the city has a total area of 385.8 square miles (999.3 km2); 340.5 square miles (881.9 km2) of Dallas is land and 45.3 square miles (117.4 km2) of it (11.75%) is water.[47] Dallas makes up one-fifth of the much larger urbanized area known as the Dallas–Fort Worth metroplex, in which one quarter of all Texans live.
Dallas's skyline has twenty buildings classified as skyscrapers, over 490 feet (150 m) in height.[48] Despite its tallest building not reaching 980 feet (300 m), Dallas does have a signature building in Bank of America Plaza which is lit up in neon but falls outside the top two hundred tallest buildings in the world. Although some of Dallas's architecture dates from the late 19th and early 20th centuries, most of the notable architecture in the city is from the modernist and postmodernist eras. Iconic examples of modernist architecture include Reunion Tower, the John Fitzgerald Kennedy Memorial, I. M. Pei's Dallas City Hall and the Morton H. Meyerson Symphony Center.[49] Good examples of postmodernist skyscrapers are Fountain Place, Bank of America Plaza, Renaissance Tower, JPMorgan Chase Tower, and Comerica Bank Tower. Downtown Dallas also has residential offerings in downtown, some of which are signature skyline buildings.
Several smaller structures are fashioned in the Gothic Revival style, such as the Kirby Building, and the neoclassical style, as seen in the Davis and Wilson Buildings. One architectural "hotbed" in the city is a stretch of historic houses along Swiss Avenue, which has all shades and variants of architecture from Victorian to neoclassical.[50] The Dallas Downtown Historic District protects a cross-section of Dallas commercial architecture from the 1880s to the 1940s.
The city of Dallas is home to many areas, neighborhoods, and communities. Dallas can be divided into several geographical areas which include larger geographical sections of territory including many subdivisions or neighborhoods, forming macroneighborhoods.
Central Dallas is anchored by Downtown Dallas, the center of the city, along with Oak Lawn and Uptown, areas characterized by dense retail, restaurants, and nightlife.[51] Downtown Dallas has a variety of named districts, including the West End Historic District, the Arts District, the Main Street District, Farmers Market District, the City Center Business District, the Convention Center District, and the Reunion District. This area includes Uptown, Victory Park, Harwood, Oak Lawn, Dallas Design District, Trinity Groves, Turtle Creek, Cityplace, Knox/Henderson, Greenville, and West Village.
East Dallas is the location of Deep Ellum, an arts area close to Downtown, the Lakewood neighborhood (and adjacent areas, including Lakewood Heights, Wilshire Heights, Lower Greenville, Junius Heights, and Hollywood Heights/Santa Monica), Vickery Place and Bryan Place, and the architecturally significant neighborhoods of Swiss Avenue and Munger Place. Its historic district has one of the largest collections of Frank Lloyd Wright-inspired prairie-style homes in the United States. In the northeast quadrant of the city is Lake Highlands, one of Dallas's most unified middle-class neighborhoods.[52]
Southwest of Downtown lies Oak Cliff. Once a separate city founded in the mid-1800s, Oak Cliff was annexed in 1903 by Dallas.[53] As one of the oldest areas in Dallas, the hilly North Oak Cliff is home to 5 of the 13 conservation districts in Dallas including the architecturally significant Kessler Park neighborhood and trendy Bishop Arts District.
South Dallas is the location of Cedars, and Fair Park, where the annual State Fair of Texas is held from late September through mid-October. Also located here is Exposition Park, Dallas, noted for having artists, art galleries, and bars along tree-lined Exposition Avenue.[54]
South Side Dallas is a popular location for nightly entertainment. The neighborhood has undergone extensive development and community integration. What was once an area characterized by high rates of poverty and crime is now one of the city's most attractive social and living destinations.[55][56]
Further east, in the southeast quadrant of the city, is the large neighborhood of Pleasant Grove. Once an independent city, it is a collection of mostly lower-income residential areas stretching to Seagoville in the southeast. Though a city neighborhood, Pleasant Grove is surrounded by undeveloped land on all sides. Swampland and wetlands separating it from South Dallas are part of the Great Trinity Forest,[57] a subsection of the city's Trinity River Project, newly appreciated for habitat and flood control.
Dallas and its surrounding area are mostly flat. The city lies at elevations ranging from 450 to 550 feet (137 to 168 m) above sea level. The western edge of the Austin Chalk Formation, a limestone escarpment (also known as the "White Rock Escarpment"), rises 230 feet (70 m) and runs roughly north–south through Dallas County. South of the Trinity River, the uplift is particularly noticeable in the neighborhoods of Oak Cliff and the adjacent cities of Cockrell Hill, Cedar Hill, Grand Prairie, and Irving. Marked variations in terrain are also found in cities immediately to the west in Tarrant County surrounding Fort Worth, as well as along Turtle Creek north of Downtown.
Dallas, like many other cities, was founded along a river. The city was founded at the location of a "white rock crossing" of the Trinity River, where it was easier for wagons to cross the river in the days before ferries or bridges. The Trinity River, though not usefully navigable, is the major waterway through the city. Interstate 35E parallels its path through Dallas along the Stemmons Corridor, then south alongside the western portion of Downtown and past South Dallas and Pleasant Grove, where the river is paralleled by Interstate 45 until it exits the city and heads southeast towards Houston. The river is flanked on both sides by 50 feet (15 m) tall earthen levees to protect the city from frequent floods.[58]
Since it was rerouted in the late 1920s, the river has been little more than a drainage ditch within a floodplain for several miles above and below Downtown, with a more normal course further upstream and downstream, but as Dallas began shifting towards postindustrial society, public outcry about the lack of aesthetic and recreational use of the river ultimately gave way to the Trinity River Project,[59] which was begun in the early 2000s.
The project area reaches for over 20 miles (32 km) in length within the city, while the overall geographical land area addressed by the Land Use Plan is approximately 44,000 acres (180 km2) in size—about 20% of the land area in Dallas. Green space along the river encompasses approximately 10,000 acres (40 km2), making it one of the largest and diverse urban parks in the world.[60]
White Rock Lake and Joe Pool Lake are reservoirs that comprise Dallas's other significant water features. Built at the beginning of the 20th century, White Rock Lake Park is a popular destination for boaters, rowers, joggers, and bikers, as well as visitors seeking peaceful respite from the city at the 66-acre (267,000 m2) Dallas Arboretum and Botanical Garden, on the lake's eastern shore. White Rock Creek feeds into White Rock Lake and then exits into the Trinity River southeast of Downtown Dallas. Trails along White Rock Creek are part of the extensive Dallas County Trails System.
Bachman Lake, just northwest of Love Field Airport, is a smaller lake also popularly used for recreation. Northeast of the city is Lake Ray Hubbard, a vast 22,745-acre (92 km2) reservoir in an extension of Dallas surrounded by the suburbs of Garland, Rowlett, Rockwall, and Sunnyvale.[61] To the west of the city is Mountain Creek Lake, once home to the Naval Air Station Dallas (Hensley Field) and a number of defense aircraft manufacturers.[62][63] North Lake, a small body of water in an extension of the city limits surrounded by Irving and Coppell, initially served as a water source for a nearby power plant but is now being targeted for redevelopment as a recreational lake due to its proximity to Dallas/Fort Worth International Airport, a plan the lake's neighboring cities oppose.[64]
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Dallas has a humid subtropical climate (Köppen climate classification: Cfa, Trewartha: Cfhk) characteristic of the Southern Plains of the United States. It also has both continental and tropical characteristics, characterized by a relatively wide annual temperature range for the latitude. Located at the lower end of Tornado Alley, it is prone to extreme weather, tornadoes, and hailstorms.
Summers in Dallas are very hot with high humidity, although extended periods of dry weather often occur. July and August are typically the hottest months, with an average high of 96.0 °F (36 °C) and an average low of 76.7 °F (25 °C). Heat indices regularly surpass 105 °F (41 °C) due to elevated humidity during the summer months, making the summer heat almost unbearable. The all-time record high is 113 °F (45 °C), set on June 26 and 27, 1980 during the Heat Wave of 1980 at nearby Dallas/Fort Worth International Airport.[66][67]
Winters in Dallas are usually mild, with occasional cold spells. The average date of first frost is November 12, and the average date of last frost is March 12.[68] January is typically the coldest month, with an average daytime high of 56.8 °F (14 °C) and an average nighttime low of 37.3 °F (3 °C). The normal daily average temperature in January is 47.0 °F (8 °C) but sharp swings in temperature can occur, as strong cold fronts known as "Blue Northers" pass through the Dallas region, forcing temperatures below the 40 °F (4 °C) mark for several days at a time and often between days with high temperatures above 80 °F (27 °C). Snow accumulation is seen in the city in about 70% of winter seasons, and snowfall generally occurs 1–2 days out of the year for a seasonal average of 1.5 inches (4 cm). Some areas in the region, however, receive more than that, while other areas receive negligible snowfall or none at all.[69] The all-time record low temperature within the city is −10 °F (−23 °C), set on February 12, 1899 during the Great Blizzard of 1899.[70] The temperature at nearby Dallas/Fort Worth International Airport reached −2 °F (−19 °C) on February 16, 2021, during the February 2021 North American winter storm.
Spring and autumn are transitional seasons with moderate and pleasant weather. Vibrant wildflowers (such as the bluebonnet, Indian paintbrush and other flora) bloom in spring and are planted around the highways throughout Texas.[71] Springtime weather can be quite volatile, but temperatures themselves are mild. Late spring to early summer also tends to be the most humid, with humidity levels frequently exceeding 75%. The weather in Dallas is also generally pleasant from late September to early December and on many winter days. Autumn often brings more storms and tornado threats, but they are usually fewer and less severe than in spring.
Each spring, cold fronts moving south from the North collide with warm, humid air streaming in from the Gulf Coast, leading to severe thunderstorms with lightning, torrents of rain, hail, and occasionally, tornadoes. Over time, tornadoes have probably been the most significant natural threat to the city, as it is near the heart of Tornado Alley.
A few times each winter in Dallas, warm and humid air from the south will override cold, dry air, resulting in freezing rain or ice and causing disruptions in the city if the roads and highways become slick. Temperatures reaching 70 °F (21 °C) on average occur on at least four days each winter month. Dallas averages 26 annual nights at or below freezing,[66] with the winter of 1999–2000 holding the record for the fewest freezing nights with 14. During this same span of 15 years,[specify] the temperature in the region has only twice dropped below 15 °F (−9 °C), though it will generally fall below 20 °F (−7 °C) in most (67%) years.[66]
The U.S. Department of Agriculture places Dallas in Plant Hardiness Zone 8b.[72][73] However, mild winter temperatures in the past 15 to 20 years had encouraged the horticulture of more cold-sensitive plants such as Washingtonia filifera and Washingtonia robusta palms, nearly all of which died off during the February 2021 North American winter storm. According to the American Lung Association, Dallas has the 12th highest air pollution among U.S. cities, ranking it behind Los Angeles and Houston.[74] Much of the air pollution in Dallas and the surrounding area comes from a hazardous materials incineration plant in the small town of Midlothian and from cement plants in neighboring Ellis County.[75]
The average daily low in Dallas is 57.4 °F (14 °C), and the average daily high is 76.9 °F (25 °C). Dallas receives approximately 39.1 inches (993 mm) of rain per year. The record snowfall for Dallas was 11.2 inches (28 cm) on February 11, 2010.
Month | Jan | Feb | Mar | Apr | May | Jun | Jul | Aug | Sep | Oct | Nov | Dec | Year |
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Record high °F (°C) | 88 (31) |
95 (35) |
97 (36) |
100 (38) |
103 (39) |
112 (44) |
112 (44) |
111 (44) |
110 (43) |
100 (38) |
92 (33) |
89 (32) |
112 (44) |
Mean maximum °F (°C) | 76.7 (24.8) |
80.5 (26.9) |
85.9 (29.9) |
89.0 (31.7) |
95.0 (35.0) |
98.9 (37.2) |
103.6 (39.8) |
104.1 (40.1) |
99.1 (37.3) |
92.5 (33.6) |
82.9 (28.3) |
77.9 (25.5) |
105.5 (40.8) |
Mean daily maximum °F (°C) | 57.7 (14.3) |
62.0 (16.7) |
69.9 (21.1) |
77.4 (25.2) |
84.9 (29.4) |
92.7 (33.7) |
96.9 (36.1) |
97.1 (36.2) |
90.0 (32.2) |
79.5 (26.4) |
67.8 (19.9) |
59.2 (15.1) |
77.9 (25.5) |
Daily mean °F (°C) | 47.8 (8.8) |
52.0 (11.1) |
59.6 (15.3) |
67.1 (19.5) |
75.4 (24.1) |
83.3 (28.5) |
87.3 (30.7) |
87.3 (30.7) |
80.1 (26.7) |
69.1 (20.6) |
57.8 (14.3) |
49.5 (9.7) |
68.0 (20.0) |
Mean daily minimum °F (°C) | 37.9 (3.3) |
41.9 (5.5) |
49.4 (9.7) |
56.8 (13.8) |
66.0 (18.9) |
73.8 (23.2) |
77.7 (25.4) |
77.4 (25.2) |
70.1 (21.2) |
58.7 (14.8) |
47.8 (8.8) |
39.8 (4.3) |
58.1 (14.5) |
Mean minimum °F (°C) | 22.5 (−5.3) |
26.5 (−3.1) |
31.1 (−0.5) |
41.3 (5.2) |
52.0 (11.1) |
64.2 (17.9) |
70.8 (21.6) |
69.4 (20.8) |
56.8 (13.8) |
42.0 (5.6) |
31.2 (−0.4) |
25.1 (−3.8) |
19.1 (−7.2) |
Record low °F (°C) | −3 (−19) |
2 (−17) |
11 (−12) |
30 (−1) |
39 (4) |
53 (12) |
56 (13) |
57 (14) |
36 (2) |
26 (−3) |
17 (−8) |
1 (−17) |
−3 (−19) |
Average precipitation inches (mm) | 2.59 (66) |
2.78 (71) |
3.45 (88) |
3.15 (80) |
4.57 (116) |
3.83 (97) |
2.54 (65) |
2.31 (59) |
3.10 (79) |
4.79 (122) |
2.93 (74) |
3.23 (82) |
39.33 (999) |
Average snowfall inches (cm) | 0.1 (0.25) |
0.9 (2.3) |
0.3 (0.76) |
0.0 (0.0) |
0.0 (0.0) |
0.0 (0.0) |
0.0 (0.0) |
0.0 (0.0) |
0.0 (0.0) |
0.0 (0.0) |
0.1 (0.25) |
0.3 (0.76) |
1.7 (4.3) |
Average precipitation days (≥ 0.01 in) | 7.0 | 6.9 | 8.1 | 7.3 | 9.4 | 7.3 | 4.9 | 5.1 | 5.6 | 7.2 | 6.5 | 6.9 | 82.2 |
Average snowy days (≥ 0.1 in) | 0.4 | 0.5 | 0.2 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.1 | 0.3 | 1.5 |
Average relative humidity (%) | 67.5 | 66.4 | 63.7 | 65.3 | 69.7 | 65.8 | 60.0 | 60.5 | 66.5 | 65.7 | 67.4 | 67.5 | 65.4 |
Average dew point °F (°C) | 31.3 (−0.4) |
35.2 (1.8) |
42.6 (5.9) |
52.0 (11.1) |
61.0 (16.1) |
66.6 (19.2) |
67.6 (19.8) |
66.7 (19.3) |
63.3 (17.4) |
53.2 (11.8) |
43.7 (6.5) |
34.7 (1.5) |
51.5 (10.8) |
Mean monthly sunshine hours | 183.5 | 178.3 | 227.7 | 236.0 | 258.4 | 297.8 | 332.4 | 304.5 | 246.2 | 228.1 | 183.8 | 173.0 | 2,849.7 |
Percent possible sunshine | 58 | 58 | 61 | 61 | 60 | 69 | 76 | 74 | 66 | 65 | 59 | 56 | 64 |
Average ultraviolet index | 3 | 5 | 7 | 9 | 10 | 10 | 10 | 10 | 8 | 6 | 4 | 3 | 7 |
Source 1: NOAA (sun, relative humidity, and dew point 1961–1990 at DFW Airport)[e][77][65][78][79] | |||||||||||||
Source 2: Weather Atlas (Average UV index)[80] |
Census | Pop. | Note | %± |
---|---|---|---|
1850 | 1,073 | — | |
1860 | 698 | −34.9% | |
1870 | 3,000 | 329.8% | |
1880 | 10,358 | 245.3% | |
1890 | 38,069 | 267.5% | |
1900 | 42,639 | 12.0% | |
1910 | 92,104 | 116.0% | |
1920 | 158,976 | 72.6% | |
1930 | 269,475 | 69.5% | |
1940 | 294,734 | 9.4% | |
1950 | 434,462 | 47.4% | |
1960 | 679,684 | 56.4% | |
1970 | 844,401 | 24.2% | |
1980 | 904,078 | 7.1% | |
1990 | 1,006,977 | 11.4% | |
2000 | 1,188,580 | 18.0% | |
2010 | 1,197,816 | 0.8% | |
2020 | 1,304,379 | 8.9% | |
2024 (est.) | 1,304,238 | 0.0% | |
U.S. Decennial Census[81] 2010–2020[3] |
Dallas is the ninth-most-populous city in the United States and third in Texas after the cities of Houston and San Antonio.[12] Its metropolitan area encompasses one-quarter of the population of Texas, and is the largest in the Southern U.S. and Texas followed by the Greater Houston metropolitan area. At the 2020 United States census the city of Dallas had 1,304,379 residents, an increase of 106,563 since the 2010 United States census.[82] However, as of July 1, 2022, the U.S. Census Bureau estimates that Dallas in first years since the 2020 census lost 4,835 people, leaving the city with a population of 1,299,544.[3]
There were 524,498 households at the 2020 estimates,[83] up from 2010's 458,057 households, out of which 137,523 had children under the age of 18 living with them.[84] Approximately 36.2% of households were headed by married couples living together, 57.2% had a single householder male or female with no spouse present, and 35.6% were classified as non-family households with the householder living alone.[83] In 2010, 33.7% of all households had one or more people under 18 years of age, and 17.6% had one or more people who were 65 years of age or older. The average household size in 2020 was 2.52 and the average family size was 3.41.[84] In 2018, the owner-occupied housing rate was 40.2% and the renter-occupied housing rate was 59.8%.[85] At the 2010 census, the city's age distribution of the population showed 26.5% under the age of 18 and 8.8% who were 65 years of age or older. The median age was 31.8 years. In 2010, 50.0% of the population was male and 50.0% was female.[86] In 2020, the median age 32.9 years; for every 100 females, there were 98.4 males.[87]
According to the 2020 American Community Survey, the median income for a household in the city was $54,747; families had a median household income of $60,895; married-couple families $81,761; and non-families $45,658.[88] In 2003–2007's survey, male full-time workers had a median income of $32,265 versus $32,402 for female full-time workers. The per capita income for the city was $25,904. About 18.7% of families and 21.7% of the population were below the poverty line, including 33.6% of those under age 18 and 13.4% of those aged 65 or over. Per 2007's survey, the median price for a house was $129,600;[89] by 2020, the median price for a house was valued at $252,300, with 54.4% of owner-occupied units from $50,000 to $299,999.[90]
The 2022 Point-In-Time Homeless Count found there were 4,410 homeless people in Dallas.[91][92] According to the Metro Dallas Homeless Alliance Continuum of Care 2022 Homeless Count & Survey Independent Analysis, "approximately 1 of 3 (31%) those experiencing homelessness were found on the streets or in other places not meant for human habitation."[92]
The region surrounding Dallas is a habitat for mosquitoes, creating a pest problem for humans. Dallas and the surrounding area is sprayed regularly to control mosquito-borne diseases such as West Nile virus.[93]
Racial composition | 2020[94] | 2010[95] | 1990[96] | 1970[96] | 1950[96] |
---|---|---|---|---|---|
Hispanic or Latino (of any race) | 42.3% | 42.4% | 20.9% | 7.5%[f] | n/a |
White (non-Hispanic) | 28.1% | 28.8% | 47.7% | 66.9%[f] | n/a |
Black or African American | 22.9% | 24.7% | 29.5% | 24.9% | 13.1% |
Asian | 3.7% | 2.9% | 2.2% | 0.2% | – |
⬤ Black
⬤ Asian
⬤ Hispanic
⬤ Other
Dallas's population was historically predominantly White (non-Hispanic Whites made up 82.8% of the population in 1930),[97] but its population has diversified due to immigration and white flight over the 20th century. Since then, the non-Hispanic White population has declined to less than one-third of the city's population.[98] According to the 2010 U.S. census, 50.7% of the population was White (28.8% non-Hispanic White), 24.8% was Black or African American, 0.7% American Indian and Alaska Native, 2.9% Asian, and 2.6% from two or more races; 42.4% of the total population was of Hispanic or Latino American origin (they may be of any race).[99]
At the U.S. Census Bureau's 2019 estimates, 29.1% were non-Hispanic White 24.3% Black and African American, 0.3% American Indian or Alaska Native, 3.7% Asian, and 1.4% from two or more races.[100] Native Hawaiian and other Pacific Islanders made up a total of 312 residents according to 2019's census estimates, down from 606 in 2017.[101] Hispanic or Latino Americans of any race made up 41.2% of the estimated population in 2019. Among the Hispanic or Latino American population in 2019, 34.6% of Dallas was Mexican, 0.4% Puerto Rican, 0.2% Cuban and 6.0% other Hispanic or Latino American. In 2017's American Community Survey estimates among the demographic 35.5% were Mexican, 0.6% Puerto Rican, 0.4% Cuban, and 5.4% other Hispanic or Latino.[102] By 2020, Hispanic or Latino Americans of any race continued to constitute the largest ethnic group in the city proper,[94] reflecting nationwide demographic trends.[103][104][105]
The Dallas area is a major living destination for Mexican Americans and other Hispanic and Latino American immigrants. The southwestern portion of the city, particularly Oak Cliff is chiefly inhabited by Hispanic and Latino American residents.[106][107] The southeastern portion of the city Pleasant Grove is chiefly inhabited by African American and Hispanic or Latino American residents, while the southern portion of the city is predominantly black.[108][109] The west and east sides of the city are predominantly Hispanic or Latino American; Garland also has a large Spanish-speaking population. North Dallas has many enclaves of predominantly white, black and especially Hispanic or Latino American residents.
The Dallas area is also a major living destination for Black and African Americans primarily due to its strong and diverse economy.[110][111] Between 2010 and 2020, the Dallas area had the second-most new Black and African American residents only behind the Atlanta area and slightly above the Houston area.[112] The notable influx of African Americans is partly due to the New Great Migration.[113] There is a significant number of people from the Horn of Africa, immigrants from Ethiopia, Eritrea and Somalia.[114]
The Dallas–Fort-Worth metroplex had an estimated 70,000 Russian-speakers (as of November 6, 2012) mostly immigrants from the former Soviet Bloc.[115] Included in this population are Russians, Russian Jews, Ukrainians, Belarusians, Moldavians, Uzbek, Kirghiz, and others. The Russian-speaking population of Dallas has continued to grow in the sector of "American husbands-Russian wives". Russian DFW has its own newspaper, The Dallas Telegraph.[116][117]
In addition, Dallas and its suburbs are home to a large number of Asian Americans including those of Indian, Vietnamese, Chinese, Korean, Filipino, Japanese, and other heritage.[118][119] Among large-sized cities in the United States, Plano, the northern suburb of Dallas, has the 6th largest Chinese American population as of 2016. The Plano-Richardson area in particular had an estimated 30,000 Iranian Americans in 2012.[120][121] With so many immigrant groups, there are often multilingual signs in the linguistic landscape. According to U.S. Census Bureau data released in December 2013, 23 percent of Dallas County residents were foreign-born, while 16 percent of Tarrant County residents were foreign-born.[122] The 2018 census estimates determined that the city of Dallas's foreign-born population consisted of 25.4% naturalized citizens and 74.6% non-citizens.[123]
Recognized for having one of the largest lesbian, gay, bisexual, and transgender (LGBT) populations in the nation, Dallas and the Metroplex are widely noted for being home to a vibrant and diverse LGBT community.[124][125] Throughout the year there are many well-established but quite small compared to other cities LGBT events held in the area, most notably the annual Alan Ross Texas Freedom (Pride) Parade and Festival in June which draws approximately 50,000.[126][127] For decades, the Oak Lawn and Bishop Arts districts have been known as the epicenters of LGBT culture in Dallas.[128]
Christianity is the most prevalently practiced religion in Dallas and the wider metropolitan area according to a 2014 study by the Pew Research Center (78%),[130][131] and the Public Religion Research Institute's 2020 study (77%).[132] There is a large Protestant Christian influence in the Dallas community, though the city of Dallas and Dallas County have more Catholic than Protestant residents, while the reverse is usually true for the suburban areas of Dallas and the city of Fort Worth.
Dallas has been called the "Prison Ministry Capital of the World" by the prison ministry community.[133] It is a home for the International Network of Prison Ministries, the Coalition of Prison Evangelists, Bill Glass Champions for Life, Chaplain Ray's International Prison Ministry, and 60 other prison ministries.[134]
Methodist, Baptist, and Presbyterian churches are prominent in many neighborhoods and anchor two of the city's major private universities (Southern Methodist University and Dallas Baptist University). Dallas is also home to two evangelical seminaries: the Dallas Theological Seminary and Criswell College. Many Bible schools including Christ For The Nations Institute are also headquartered in the city. The Christian creationist apologetics group Institute for Creation Research is headquartered in Dallas. According to the Pew Research Center, evangelical Protestantism constituted the largest form of Protestantism in the area as of 2014.[135] The largest single evangelical Protestant group were Baptists. The largest Baptist denomination was the Southern Baptist Convention, followed by the historically black National Baptist Convention USA.[135] African-initiated Protestant churches including Ethiopian Evangelical churches can be found throughout the metropolitan area.[136][137]
The Catholic Church is also a significant religious organization in the Dallas area and operates the University of Dallas, a liberal-arts university in the Dallas suburb of Irving. The Cathedral Santuario de la Virgen de Guadalupe in the Arts District is home to the second-largest Catholic church membership in the United States and overseas,[138] consisting over 70 parishes in the Dallas Diocese. The Society of Jesus operates the Jesuit College Preparatory School of Dallas. Dallas is also home to numerous Eastern Orthodox and Oriental Orthodox churches including Saint Seraphim Cathedral, see of the Orthodox Church in America's Southern Diocese.[139] The Greek Orthodox Archdiocese of America (Ecumenical Patriarchate) has one parish in the city of Dallas.[140]
Jehovah's Witnesses has a large number of members throughout the Dallas metropolitan division. In addition, there are several Unitarian Universalist congregations, including First Unitarian Church of Dallas, founded in 1899.[141] A large community of the United Church of Christ exists in the city. The most prominent UCC-affiliated church is the Cathedral of Hope, a predominantly LGBT-affirming church.[142]
Since the establishment of the city's first Jewish cemetery in 1854 and its first congregation (which would eventually be known as Temple Emanu-El) in 1873, Dallasite Jews have been well represented among leaders in commerce, politics, and various professional fields in Dallas and elsewhere.[143][144] Furthermore, a large Muslim community exists in the north and northeastern portions of Dallas, as well as in the northern Dallas suburbs.[145] The oldest mosque in Dallas is Masjid Al-Islam just south of Downtown.[146][147]
Dallas has a large Buddhist community. Immigrants from East Asia, Southeast Asia, Nepal, and Sri Lanka have all contributed to the Buddhist population, which is concentrated in the northern suburbs of Garland, Plano and Richardson. Numerous Buddhist temples dot the Metroplex including The Buddhist Center of Dallas, Lien Hoa Vietnamese Temple of Irving, and Kadampa Meditation Center Texas and Wat Buddhamahamunee of Arlington. A large and growing Hindu Community lives in the Dallas–Fort Worth metroplex. Most live in Collin County and the northern portions of Dallas County. Over 28 Hindu Temples exist in the area. Some notable ones include the DFW Hindu Temple, the North Texas Hindu Mandir, Radha Krishna Temple, Dallas and Karya Siddhi Hanuman Temple.[148] There are also at least three Sikh Gurudwaras in this metropolitan area.[149][150][151] For irreligious people, the Winter Solstice Celebration is held in the Metroplex although some of its participants are also neo-pagans and New Agers.[152]
According to the FBI, a city to city comparison of crime rates can be misleading, because recording practices vary from city to city, citizens report different percentages of crimes from one city to the next, and the actual number of people physically present in a city is unknown.[153] With that in mind, Dallas has one of the top 10 crime rates in Texas and its crime rate is higher than the national average.[154][155]
Since 2020, Dallas' murder rate has seen a notable increase. In 2020, Dallas recorded 251 murders which was a 20-year high. By 2022 it decreased to 214 but then increased to 246 in 2023.[156] As of 2020, the gang presence in Dallas has grown significantly and is heavily responsible for the spike in crime.[157] Dallas leaders have made crime reduction a major priority.[158][159]
Top publicly traded companies in Dallas for 2017 according to revenues with Dallas and U.S. ranks. |
|||||
DAL | Corporation | US | |||
1 | AT&T | 9 | |||
2 | Energy Transfer Equity | 79 | |||
3 | Tenet Healthcare | 134 | |||
4 | Southwest Airlines | 138 | |||
5 | Texas Instruments | 206 | |||
6 | Jacobs Engineering | 259 | |||
7 | HF Sinclair | 274 | |||
8 | Dean Foods | 351 | |||
9 | Builders FirstSource | 421 | |||
Source: Dallas Morning News[160] |
In its beginnings, Dallas relied on farming, neighboring Fort Worth's Stockyards, and its prime location on Native American trade routes to sustain itself. Dallas' key to growth came in 1873 with the construction of multiple rail lines through the city. As Dallas grew and technology developed, cotton became its boon and by 1900, Dallas was the largest inland cotton market in the world, becoming a leader in cotton gin machinery manufacturing.
By the early 1900s, Dallas was a hub for economic activity all over the Southern United States and was selected in 1914 as the seat of the Eleventh Federal Reserve District. By 1925, Texas churned out more than 1⁄3 of the nation's cotton crop, with 31% of Texas cotton produced within a 100-mile (160 km) radius of Dallas. In the 1930s, petroleum was discovered east of Dallas, near Kilgore. Dallas' proximity to the discovery put it immediately at the center of the nation's petroleum market. Petroleum discoveries in the Permian Basin, the Panhandle, the Gulf Coast, and Oklahoma in the following years further solidified Dallas' position as the hub of the market.[161]
The end of World War II left Dallas seeded with a nexus of communications, engineering, and production talent by companies such as Collins Radio Corporation. Decades later, the telecommunications and information revolutions still drive a large portion of the local economy. The city is sometimes referred to as the heart of "Silicon Prairie" because of a high concentration of telecommunications companies in the region, the epicenter of which lies along the Telecom Corridor in Richardson, a northern suburb of Dallas. The Telecom Corridor is home to more than 5,700 companies including Texas Instruments (headquartered in Dallas), Nortel Networks, Alcatel Lucent, AT&T, Ericsson, Fujitsu, Nokia, Rockwell Collins, Cisco Systems, T-Mobile, Verizon Communications, and CompUSA (which is now headquartered in Miami, Florida).[162] Texas Instruments, a major manufacturer, employs 10,400 people at its corporate headquarters and chip plants in Dallas.[163]
In the 1980s Dallas was a real estate hotbed, with the increasing metropolitan population bringing with it a demand for new housing and office space. Several of Downtown Dallas' largest buildings are the fruit of this boom, but over-speculation, the savings and loan crisis and an oil bust brought the 1980s building boom to an end for Dallas as well as its sister city Houston. Between the late 1980s and the early 2000s, central Dallas went through a slow period of growth. However, since the early 2000s the central core of Dallas has been enjoying steady and significant growth encompassing both repurposing of older commercial buildings in Downtown Dallas into residential and hotel uses, as well as the construction of new office and residential towers. The opening of Klyde Warren Park, built across Woodall Rodgers Freeway seamlessly connecting the central Dallas CBD to Uptown/Victory Park, has acted synergistically with the highly successful Dallas Arts District, so both have become catalysts for significant new development in central Dallas.
The residential real estate market in the Dallas–Fort Worth metroplex has not only been resilient but has once again returned to a boom status. Dallas and the greater metro area have been leading the nation in apartment construction and net leasing, with rents reaching all-time highs. Single family home sales, whether pre-owned or new construction, along with home price appreciation, were leading the nation since 2015.[164][165]
A sudden drop in the price of oil, starting in mid-2014 and accelerating throughout 2015, has not significantly affected Dallas and its greater metro area due to the highly diversified nature of its economy. Dallas and the metropolitan region continue to see strong demand for housing, apartment and office leasing, shopping center space, warehouse and industrial space with overall job growth remaining very robust. Oil-dependent cities and regions have felt significant effects from the downturn, but Dallas's growth has continued unabated, strengthening in 2015. Significant national headquarters relocations to the area (as exemplified by Toyota's decision to leave California and establish its new North American headquarters in the Dallas area) coupled with significant expansions of regional offices for a variety of corporations and along with company relocations to Downtown Dallas helped drive the boom in the Dallas economy.
The Dallas–Fort Worth area has one of the largest concentrations of corporate headquarters for publicly traded companies in the United States. Fortune Magazine's 2022 annual list of the Fortune 500 in America indicates the city of Dallas had 11 Fortune 500 companies,.[19] and the DFW region as a whole had 23.[18] As of 2022, Dallas–Fort Worth represents the second-largest concentration of Fortune 500 headquarters in Texas and fourth-largest in the United States, behind the metropolitan areas of Houston (24), Chicago (35) and New York (62).[18]
In 2008, AT&T relocated their headquarters to Downtown Dallas;[166] AT&T is the largest telecommunications company in the world and was the ninth largest company in the nation by revenue for 2017.[167] Additional Fortune 500 companies headquartered in Dallas in order of ranking include Energy Transfer Equity, CBRE (which moved its headquarters from Los Angeles to Dallas in 2020),[168][169] Tenet Healthcare, Southwest Airlines, Texas Instruments, Jacobs Engineering, HollyFrontier, Dean Foods, and Builders FirstSource. In October 2016, Jacobs Engineering, one of the world's largest engineering companies, relocated from Pasadena, California to Downtown Dallas.[170]
Nearby Irving is home to six Fortune 500 companies of its own, including McKesson, the country's largest pharmaceutical distributor and listed at number seven overall on the 2021 Fortune 500 list,[171][172][173] Fluor (engineering), Kimberly-Clark, Celanese, Michaels Companies, and Vistra Energy.[174] Plano is home to an additional four Fortune 500 companies, including J.C. Penney, Alliance Data Systems, Yum China, and Dr. Pepper Snapple.[174] Fort Worth is home to two Fortune 500 companies, including American Airlines, the largest airline in the world by revenue, fleet size, profit, passengers carried and revenue passenger mile and D.R. Horton, the largest homebuilder in America.[174] Westlake, TX, north of Fort Worth, now has two Fortune 500 companies: Financial services giant, Charles Schwab, and convenience store distributor, Core-Mark.[175][176] One Fortune 500 company, GameStop, is based in Grapevine.
Additional major companies headquartered in Dallas and its metro area include Comerica, which relocated its national headquarters to Downtown Dallas from Detroit in 2007,[177] NTT DATA Services, Regency Energy Partners, Atmos Energy, Neiman Marcus, AECOM, Think Finance, 7-Eleven, Brinker International, Primoris Services, AMS Pictures, id Software, Mary Kay Cosmetics, Chuck E. Cheese's, Zale Corporation, and Fossil, Inc. Many of these companies—and others throughout the DFW metroplex—comprise the Dallas Regional Chamber. Susan G. Komen for the Cure, the world's largest breast cancer organization, was founded and is headquartered in Dallas.[178]
In addition to its large number of businesses, Dallas has more shopping centers per capita than any other city in the United States and is also home to the second shopping center ever built in the United States, Highland Park Village, which opened in 1931.[179] Dallas is home of the two other major malls in North Texas, the Dallas Galleria and NorthPark Center, which is the second largest mall in Texas. Both malls feature high-end stores and are major tourist draws for the region.[180][181]
Dallas is the third most popular destination for business travel in the United States, and the Kay Bailey Hutchison Convention Center is one of the largest and busiest convention centers in the country, at over 1,000,000 square feet (93,000 m2), and the world's single-largest column-free exhibit hall.[182] VisitDallas is the 501(c)(6) organization contracted to promote tourism and attract conventions but an audit released in January 2019 cast doubts on its effectiveness in achieving those goals.[183]
The Arts District in the northern section of Downtown is home to several arts venues and is the largest contiguous arts district in the United States.[184] Notable venues in the district include the Dallas Museum of Art; the Morton H. Meyerson Symphony Center, home to the Dallas Symphony Orchestra and Dallas Wind Symphony; the Nasher Sculpture Center; and the Trammell & Margaret Crow Collection of Asian Art.
The Perot Museum of Nature and Science, also in Downtown Dallas, is a natural history and science museum. Designed by 2005 Pritzker Architecture Prize Laureate Thom Mayne and his firm Morphosis Architects, the 180,000-square-foot (17,000 m2) facility has six floors and stands about 14 stories high.
Venues that are part of the AT&T Dallas Center for the Performing Arts include Moody Performance Hall, home to the Dallas Chamber Symphony; the Dee and Charles Wyly Theatre, home to the Dallas Theater Center and the Dallas Black Dance Theatre; and the Winspear Opera House, home to the Dallas Opera and Texas Ballet Theater.[185][186]
Not far north of the area is the Meadows Museum at Southern Methodist University. In 2009, it joined up with Madrid's Prado Museum for a three-year partnership. The Prado focuses on Spanish visual art and has a collection of Spanish art in North America, with works by de Juanes, El Greco, Fortuny, Goya, Murillo, Picasso, Pkensa, Ribera, Rico, Velasquez, Zurbaran, and other Spaniards.
These works, as well as non-Spanish highlights like sculptures by Rodin and Moore, have been so successful of a collaboration that the Prado and Meadows have agreed upon an extension of the partnership.[187]
The Institute for Creation Research operates the ICR Discovery Center for Science & Earth History, a creationism museum, in Dallas.[188] The former Texas School Book Depository, from which, according to the Warren Commission Report, Lee Harvey Oswald shot and killed President John F. Kennedy in 1963, has served since the 1980s as a county government office building, except for its sixth and seventh floors, which house the Sixth Floor Museum.
The American Museum of the Miniature Arts is at the Hall of State in Fair Park. The Arts District is also home to DISD's Booker T. Washington High School for the Performing and Visual Arts, a magnet school that was recently expanded.[189] City Center District, next to the Arts District, is home to the Dallas Contemporary.
Deep Ellum, immediately east of Downtown, originally became popular during the 1920s and 1930s as the prime jazz and blues hot spot in the South.[190] Artists such as Blind Lemon Jefferson, Robert Johnson, Huddie "Lead Belly" Ledbetter, and Bessie Smith played in original Deep Ellum clubs such as the Harlem and the Palace. Today, Deep Ellum is home to hundreds of artists who live in lofts and operate in studios throughout the district alongside bars, pubs, and concert venues.[191]
A major art infusion in the area results from the city's lax stance on graffiti, and a number of public spaces, including tunnels, sides of buildings, sidewalks, and streets, are covered in murals. One major example, the Good-Latimer tunnel, was torn down in late 2006 to accommodate the construction of a light rail line through the site.[192]
Like Deep Ellum before it, the Cedars neighborhood to the south of Downtown has also seen a growing population of studio artists and an expanding roster of entertainment venues. The area's art scene began to grow in the early 2000s with the opening of Southside on Lamar, an old Sears Roebuck and Company warehouse converted into lofts, studios, and retail.[193]
Current attractions include Gilley's Dallas and Poor David's Pub.[194][195] Dallas Mavericks owner and local entrepreneur Mark Cuban purchased land along Lamar Street near Cedars Station in September 2005, and locals speculate he is planning an entertainment complex for the site.[196]
South of the Trinity River, the Bishop Arts District in Oak Cliff is home to a number of studio artists living in converted warehouses. Walls of buildings along alleyways and streets are painted with murals, and the surrounding streets contain many eclectic restaurants and shops.[197]
Dallas has an Office of Cultural Affairs as a department of the city government. The office is responsible for six cultural centers throughout the city, funding for local artists and theaters, initiating public art projects, and running the city-owned classical radio station WRR.[198] The Los Angeles-class submarine USS Dallas was planned to become a museum ship near the Trinity River after her decommissioning in September 2014, but this has since been delayed.[199] It will be taken apart into massive sections in Houston and be transported by trucks to the museum site and will be put back together.
The city is served by the Dallas Public Library system. The system was created by the Dallas Federation of Women's Clubs with efforts spearheaded by then president May Dickson Exall. Her fundraising efforts led to a grant from philanthropist and steel baron Andrew Carnegie, which allowed the library system to build its first branch in 1901.[200]
Today, the library operates 30 branch locations throughout the city, including the 8-story J. Erik Jonsson Central Library in the Government District of Downtown.[201]
Dallas is known for its barbecue, authentic Mexican, and Tex-Mex cuisine. Famous products of the Dallas culinary scene include the Frozen margarita machine by restaurateur Mariano Martinez in 1971.[202]
The State Fair of Texas has been held annually at Fair Park since 1886, and generates an estimated $50 million to the city's economy annually.[203] The Red River Shootout,[204] a football game that pits the University of Texas at Austin against the University of Oklahoma at the Cotton Bowl, also brings significant crowds to the city. The city also hosts the State Fair Classic and Heart of Dallas Bowl at the Cotton Bowl.
Other festivals include several Cinco de Mayo celebrations hosted by the city's large Mexican American population and a Saint Patrick's Day parade along Lower Greenville Avenue, Juneteenth festivities, Taste of Dallas, the Deep Ellum Arts Festival, the Greek Food Festival of Dallas, the annual Halloween event "The Wake", and two annual events on Halloween, including a Halloween parade on Cedar Springs Road and a "Zombie Walk" held in Downtown Dallas in the Arts District.
With the opening of Victory Park, WFAA began hosting an annual New Year's Eve celebration in AT&T Plaza that the television station hoped would be reminiscent of celebrations in New York's Times Square; New Year's Eve 2011 set a new record of 32,000 people in attendance.[205]
After the discontinuance of the "Big D NYE" festivities a few years later, a new end-of-year event was started downtown, with a big fireworks show put on at Reunion Tower, which has since aired on KXAS and other TV stations around the state and region. Also, several Omni hotels in the Dallas area host large events to welcome in the new year, including murder mystery parties, rave-inspired events, and other events.
Downtown Dallas is home to two major league sports teams that play at the American Airlines Center: the Dallas Mavericks (NBA), who won the NBA Championship in 2011, and the Dallas Stars (NHL), who won the Stanley Cup in 1999. Nearby Arlington is home to the Dallas Cowboys (NFL), who play at the AT&T Stadium and have won five Super Bowls, the Texas Rangers (MLB), who play at Globe Life Field[206][207] and won the World Series in 2023, and the Dallas Wings (WNBA), who play at College Park Center. MLS team FC Dallas plays at Toyota Stadium in Frisco and won the Lamar Hunt U.S. Open Cup in 1997 and 2016. Additionally, there are several minor league and college sports programs in the area.
Since joining the league as an expansion team in 1960, the Cowboys have enjoyed substantial success, advancing to eight Super Bowls and winning five. The Cowboys are financially the most valuable sports franchise in the world, worth approximately $4 billion.[208] In 2009, they relocated to their new 80,000-seat stadium in Arlington, which was the site of Super Bowl XLV[209] and is set to host the most matches during the 2026 FIFA World Cup.[210][211] The Cowboys are currently part of the East Division of the National Football Conference (NFC).
The Texas Rangers won the American League pennant in 2010, 2011 and 2023, and won the World Series in 2023. The franchise relocated from Washington D.C. in 1972. They play in the West Division of the American League.
The Dallas Mavericks joined the league as an expansion team in 1980. They won their first National Basketball Association championship in 2011 led by Dirk Nowitzki.[212] They play in the Southwest Division of the Western Conference.
The Dallas Stars moved to North Texas in 1993 as a relocation from the former team, the Minnesota North Stars. The Stars have won eight division titles in Dallas, two Presidents' Trophies as the top regular season team in the NHL, the Western Conference championship three times, and in 1998–99, the Stanley Cup. The team plays in the Central Division of the Western Conference.
FC Dallas play at Toyota Stadium (formerly FC Dallas Stadium and Pizza Hut Park), a stadium that opened in 2005.[213] They currently play in MLS's Western Conference. The team was originally called the Dallas Burn and used to play in the Cotton Bowl. Although FC Dallas has not yet won a MLS Cup, they won the Lamar Hunt U.S. Open Cup in 1997 and 2016 and the Supporters' Shield in 2016. Previously, the Dallas Tornado played in the North American Soccer League from 1968 to 1981.
The Dallas Wings came to The Metroplex in 2016 after relocating from Tulsa.
There are many notable minor league teams in the Dallas-Fort Worth. The Allen Americans are a professional ice hockey team headquartered at the Credit Union of Texas Event Center in Allen, Texas, which currently plays in the ECHL. They are the minor league affiliate of the NHL's Seattle Kraken. The team was founded in 2009 in the Central Hockey League(CHL). They have won 4 straight championships, 2 in the CHL (2012–13, 2013–14) and 2 in the ECHL(2014–15, 2015–16).
The Dallas Renegades are a professional football team in the relaunched XFL that plays their home games at Globe Life Park, the former home of the Texas Rangers.[214]
The Dallas Sidekicks (2012) are an American professional indoor soccer team based in Allen, Texas, a suburb of Dallas. They play their home games in the Credit Union of Texas Event Center. The team is named after the original Dallas Sidekicks that operated from 1984 to 2004. The MLS-affiliated North Texas SC team is a member of MLS Next Pro and plays in Frisco at Toyota Stadium; it is the reserve team of FC Dallas. The Dallas Mavericks own an NBA G League team, the Texas Legends.
Rugby is a developing sport in Dallas and Texas in general. The multiple clubs, ranging from men's and women's clubs to collegiate and high school, are part of the Texas Rugby Football Union.[215] Dallas was one of only 16 cities in the United States included in the Rugby Super League,[216] represented by Dallas Harlequins.[217] In 2020, Major League Rugby announced the Dallas Jackals as a new franchise.[218] Australian rules football is also growing in Dallas. The Dallas Magpies, founded in 1998, compete in the United States Australian Football League.
The only Division I sports program within the Dallas political boundary is the Dallas Baptist University Patriots baseball team.[219][220] Although outside the city limits, the Mustangs of Southern Methodist University are in the enclave of University Park. Neighboring cities Fort Worth, Arlington, and Denton are home to the Texas Christian University Horned Frogs, UT Arlington Mavericks, and University of North Texas Mean Green respectively. The Dallas area hosted the Final Four of the 2014 NCAA Men's Division I Basketball Tournament at AT&T Stadium. The college Cotton Bowl Classic football game was played at the Cotton Bowl through its 2009 game, but has moved to AT&T Stadium.
The Red River Showdown is an American college football rivalry game played annually at the Cotton Bowl Stadium during the second weekend of the State Fair of Texas in October. The game is played by the Oklahoma Sooners football team of the University of Oklahoma and the Texas Longhorns football team of the University of Texas at Austin. The 10,000-capacity Forester Stadium, which is used mainly for football and soccer, is also located in Dallas.[221][222]
Dallas maintains and operates 406 parks on 21,000 acres (85 km2) of parkland.[223][224] The city's parks contain 17 separate lakes, including White Rock and Bachman lakes, spanning a total of 4,400 acres (17.81 km2). In addition, Dallas is traversed by 61.6 miles (99.1 km) of biking and jogging trails, including the Katy Trail, and is home to 47 community and neighborhood recreation centers, 276 sports fields, 60 swimming pools, 232 playgrounds, 173 basketball courts, 112 volleyball courts, 126 play slabs, 258 neighborhood tennis courts, 258 picnic areas, six 18-hole golf courses, two driving ranges, and 477 athletic fields as of 2013.[225]
Dallas's flagship park is Fair Park. Built in 1936 for the Texas Centennial Exposition world's fair, Fair Park is the world's largest collection of Art Deco exhibit buildings, art, and sculptures; Fair Park is also home to the State Fair of Texas, the largest state fair in the United States. In November 2019, consultants presented to the public a master plan to revitalize the area.[226]
Named after Klyde Warren, the young son of billionaire Kelcy Warren, Klyde Warren Park was built above Woodall Rodgers Freeway and connects Uptown and Downtown, specifically the Arts District. Klyde Warren Park is home to an amphitheater, jogging trails, a children's park, a dog park, a putting green, croquet, ping pong, chess, an outdoor library, and two restaurants. Food trucks give another option of dining and are lined along the park's Downtown side. There are also weekly planned events, including yoga, Zumba, skyline tours, tai chi, and meditation.[227] Klyde Warren Park is home to a free trolley stop on Olive St., which riders can connect to Downtown, McKinney Avenue, and West Village.
Built in 1913, Turtle Creek Parkway park is a 23.7-acre (9.6 ha) linear park in between Turtle Creek and Turtle Creek Boulevard in the aptly named Turtle Creek neighborhood.[228] Archaeological surveys discovered dart points and flint chips dating 3,000 years to 1,000 BCE. This site was later discovered to be home to Native Americans who cherished the trees and natural spring water. The park is across Turtle Creek from Kalita Humphreys Theater, designed by Frank Lloyd Wright.
Opened on July 4, 1906, Lake Cliff Park was called "the Southwest's Greatest Playground". The park was home to an amusement park, a large pool, waterslides, the world's largest skating rink, and three theaters, the largest being the 2,500-seat Casino Theater. After the streetcar bridge that brought most of the park visitors collapsed, Lake Cliff Park was sold. The Casino Theater moved and the pool was demolished after a polio scare in 1959. The pool was Dallas's first municipal pool.[229]
In 1935, Dallas purchased 36 acres (15 ha) from John Cole's estate to develop Reverchon Park.[230] Reverchon Park was named after botanist Julien Reverchon, who left France to live in the La Reunion colony, which was founded in the mid-1800s[231] and was situated in present-day West Dallas. Reverchon Park was planned to be the crown jewel of the Dallas park system and was even referred to as the "Central Park" of Dallas. Improvements were made throughout the years, including the Iris Bowl, picnic settings, a baseball diamond, and tennis courts. The Iris Bowl celebrated many Greek pageants, dances, and other performances. The Gill Well was installed for nearby residents and drew people all across Texas who wanted to experience the water's healing powers.[232] The baseball diamond was host to a 1953 exhibition game for the New York Giants and the Cleveland Indians.[233]
As part of the ongoing Trinity River Project, the Great Trinity Forest, at 6,000 acres (24 km2), is the largest urban hardwood forest in the United States and is part of the largest urban park in the United States.[57] The Trinity River Audubon Center is a new addition to the park. Opened in 2008, it serves as a gateway to many trails and other nature-viewing activities in the area. The Trinity River Audubon Center is the first LEED-certified building built by the City of Dallas Parks and Recreation Department.
Named after its former railroad name, the Missouri-Kansas-Texas Railroad (or "MKT" Railroad), the 3.5-mile (5.6 km) stretch of railroad was purchased by the city of Dallas and transformed into the city's premier trail. Stretching from Victory Park, the 30-acre (12 ha) Katy Trail passes through the Turtle Creek and Knox Park neighborhoods and runs along the east side of Highland Park. The trail ends at Central Expressway, but extensions are underway to extend the trail to the White Rock Lake Trail in Lakewood.[229]
Dallas hosts three of the twenty-one preserves of the extensive 3,200 acres (13 km2) Dallas County Preserve System. The Joppa Preserve, the McCommas Bluff Preserve, and the Cedar Ridge Preserve are within the Dallas city limits. The Cedar Ridge Preserve was known as the Dallas Nature Center, but the Audubon Dallas group now manages the 633-acre (2.56 km2) natural habitat park on behalf of the city of Dallas and Dallas County. The preserve sits at an elevation of 755 feet (230 m) above sea level and offers a variety of outdoor activities, including 10 miles (16 km) of hiking trails and picnic areas.
The city is also home to Texas's first and largest zoo, the 106-acre (0.43 km2) Dallas Zoo, which opened at its current location in 1888.[234][235]
The city uses a council-manager government, with Eric Johnson serving as mayor,[236] Kimberly Tolbert serving as city manager,[237] and 14 council members serving as representatives to the 14 council districts in the city.[238][239][240] This organizational structure was contested by some in favor of a strong-mayor city charter,[241] only to be rejected by Dallas voters.[242] In 1969, Anita N. Martínez become the first Latin American to sit as a councilwoman in Dallas's city council.[243]
In the 2017–2018 fiscal year, the city's total budget (the sum of operating and capital budgets) was $3.3 billion.[244] The city has seen a steady increase in its budget due to sustained growth: the budget was $1.7 billion in 2002–2003,[245] $1.9 billion in 2003–2004,[245] $2.0 billion in 2004–2005,[246] and $2.2 billion in 2005–2006.[246]
National and state legislators representing Dallas:
Federal[247][248][249] | |||||
House of Representatives | Senate | ||||
Name | Party | District | Name | Party | |
Keith Self | Republican | District 3 | John Cornyn | Republican | |
Pat Fallon | Republican | District 4 | Ted Cruz | Republican | |
Lance Gooden | Republican | District 5 | |||
Jake Ellzey | Republican | District 6 | |||
Beth Van Duyne | Republican | District 24 | |||
Jasmine Crockett | Democratic | District 30 | |||
Julie Johnson | Democratic | District 32 | |||
Marc Veasey | Democratic | District 33 | |||
State[247] | |||||
House of Representatives | Senate | ||||
Name | Party | District | Name | Party | District |
Vacant | Democratic | District 100 | Bob Hall [1] | Republican | District 2 |
Ana-Maria Ramos | Democratic | District 102 | Angela Paxton [2] | Republican | District 8 |
Rafael Anchia | Democratic | District 103 | Kelly Hancock [3] | Republican | District 9 |
Jessica González | Democratic | District 104 | Nathan M. Johnson [4] | Democratic | District 16 |
Terry Meza | Democratic | District 105 | Royce West [5] | Democratic | District 23 |
Victoria Neave | Democratic | District 107 | |||
Morgan Meyer | Republican | District 108 | |||
Aicha Davis | Democratic | District 109 | |||
Toni Rose | Democratic | District 110 | |||
Yvonne Davis | Democratic | District 111 | |||
Angie Chen Button | Republican | District 112 | |||
Rhetta Bowers | Democratic | District 113 | |||
John Bryant | Democratic | District 114 | |||
Cassandra Hernandez | Democratic | District 115 |
The United States District Court for the Northern District of Texas, which exercises original jurisdiction over 100 counties in North and West Texas, convenes in the Earle Cabell Federal Building and Courthouse in the Government District of Downtown. The same building additionally houses United States Bankruptcy and Magistrate Courts and a United States Attorney office. Dallas also is the seat of the Fifth Court of Appeals of Texas.
Since 2023, Dallas has been the largest city in the United States with a Republican mayor after Eric Johnson switched parties after winning re-election. He ran and was elected as a Democrat.[g] However, the city is normally a Democratic stronghold, with over 69% of voters supporting Joe Biden in the 2020 presidential election and 67% of voters supporting Hillary Clinton in the 2016 presidential election (excluding write-ins).[250] Democratic voters dominate the majority of the city, especially the central urban core and southern sectors, with Republicans spreading a sliver of suburban neighborhoods in North Dallas. In the 2004 U.S. presidential election, 57% of Dallas voters voted for John Kerry over George W. Bush.[251] Dallas County was closely divided, with 50% of voters voting for Bush and 49% voting for Kerry.[252] Results in the 2008 and 2012 elections favored Barack Obama, with the 44th President receiving 57% of Dallas County voters in both years, with greater margins in the city of Dallas. In the 2016 U.S. presidential election, approximately 66% of Dallas voters voted for Hillary Clinton, with 28% of city voters voting for Donald Trump.[250] Dallas County as a whole saw 61% of voters voting for Clinton, with 35% support for Trump.[250] In 2004, Lupe Valdez was elected Dallas County Sheriff. An open lesbian, Valdez was the only female sheriff in the state of Texas until her resignation. Despite controversies in her handling of county jails, she won re-election in 2008 with a 10-point victory over Republican challenger Lowell Cannaday.[253] In the 2024 United States presidential election, Donald Trump, achieved 34.1% of the vote in the city of Dallas. This marked the highest level of support for a Republican candidate in the city since the 2012 election, when Mitt Romney received a comparable percentage. This is most likely have attributed Trump’s performance in Dallas in part to a notable shift in Hispanic voter preferences within Texas. Trump garnered an estimated 55% of the Hispanic vote statewide, a significant improvement from his performance among Hispanic voters in 2016.[254]
Year | Democratic | Republican | Third Parties |
---|---|---|---|
2024 | 64.5% 263,130 | 34.1% 139,022 | 1.5% 5,968 |
2020 | 69.3% 315,166 | 28.4% 129,086 | 2.2% 10,351 |
2016 | 67.2% 247,424 | 28.7% 105,814 | 4.1% 15,169 |
Year | Democratic | Republican | Third Parties |
---|---|---|---|
2020 | 65.4% 293,817 | 32.0% 143,861 | 2.6% 11,506 |
2018 | 71.2% 255,236 | 28.1% 100,633 | 0.7% 2,636 |
2014 | 57.9% 107,549 | 42.1% 78,094 | 0.0% 0 |
There are 337 public schools, 89 private schools, 38 colleges, and 32 libraries in Dallas.[259] Dallas–Fort Worth is also home to six Nobel Laureates.[260]
The Dallas area has a high number of colleges and universities. In addition to those in the city, the surrounding cities also have a number of universities, colleges, trade schools, and other educational institutions. The following describes the universities and their proximity to the city:
The Texas Legislature defines all areas in Dallas County and in the Carrollton-Farmers Branch Independent School District as being in the service area of Dallas College (formerly Dallas County Community College District or DCCCD). Areas in Collin County are assigned to Collin College.[261]
Most areas in the city of Dallas are within the Dallas Independent School District,[274] the 12th-largest school district in the United States and second largest in Texas.[275] The school district operates independently of the city and enrolls over 161,000 students.[275] As of 2003 DISD has the majority of K–12 students in the city of Dallas, and a proportionately larger number of students who are not non-Hispanic white.[276] One of the district's magnet schools, the School for the Talented and Gifted in Oak Cliff.
A few areas of Dallas also extend into other school districts in Dallas County, including Carrollton-Farmers Branch, Coppell, Duncanville, Garland,[277] Highland Park, Irving, Mesquite, and Richardson.[274] Portions of Dallas in Collin County are in Plano ISD,[278] and portions of Dallas in Denton County are in the Carrollton-Farmers Branch ISD.[279] The Wilmer-Hutchins Independent School District once served portions of southern Dallas,[280] but it was shut down for the 2005–2006 year. WHISD students started attending other Dallas ISD schools during that time. Following the close, the Texas Education Agency consolidated WHISD into Dallas ISD.[281] In 2003 Royce Hanson, author of Civic Culture and Urban Change: Governing Dallas, stated that the Plano, Richardson, and Wilmer-Hutchins school districts were the "most significant" of the public school students with students in Dallas who were not in Dallas ISD.[276]
Many school districts in Dallas County, including Dallas ISD, were formerly served by a governmental agency called Dallas County Schools. The system provided busing and other transportation services, access to a massive media library, technology services, strong ties to local organizations for education/community integration, and staff development programs.[282]
Students from Dallas attend many private schools in Dallas, and in nearby areas. These schools include:
Dallas has several local newspapers, magazines, television stations and radio stations that serve the Dallas–Fort Worth metroplex, which is the fifth-largest media market in the United States.[283] Dallas has one major daily newspaper, The Dallas Morning News, which was founded in 1885 by A. H. Belo and is A. H. Belo's flagship newspaper.
The Dallas Times Herald, started in 1888, was the Morning News' major competitor until Belo purchased it on December 8, 1991, and closed the paper down the next day. Other daily newspapers are Al Día, a Spanish-language paper published by Belo, and a number of ethnic newspapers printed in languages such as Chinese, Korean, and Vietnamese.
Other publications include the Dallas Weekly and the Elite News, all weekly news publications. The Dallas Observer and the North Texas Journal are also alternative weekly newspapers. The Dallas Morning News formerly had a weekly publication, Neighborsgo, which came out every Friday and focused on community news. Readers could post stories and contribute content to the website.
D Magazine is a notable monthly magazine about business, life, and entertainment in Dallas–Fort Worth. Local visitor magazines include "WHERE Magazine" and "Travelhost"–available at hotel desks or in guest rooms. In addition, the park cities and suburbs such as Plano also have their own community newspapers. Also, THE Magazine covers the contemporary arts scene.[284]
In terms of the larger metro area, the Fort Worth Star-Telegram is another major daily newspaper, covering Fort Worth's metropolitan division. It also publishes a major Spanish-language newspaper for the entire metro area known as La Estrella.[285] To the north of Dallas and Fort Worth, the Denton Record-Chronicle primarily covers news for the city of Denton and Denton County.
Area television stations affiliated with the major broadcasting networks (network O&O's highlighted in bold) include KDFW 4 (Fox), KXAS 5 (NBC), WFAA 8 (ABC) (which for many years was owned by Belo alongside the Morning News), KTVT 11 (CBS), KERA 13 (PBS), KUVN 23 (UNI), KDFI 27 (MNTV), KDAF 33 (The CW), and KXTX 39 (TMD). KTXA 21 and KFAA 29 are an independent stations; KTXA was previously affiliated with the now-defunct UPN network.
Over 101 radio stations operate within range of Dallas.[286] The city of Dallas operates WRR 101.1 FM, the area's main classical music station, from city offices in Fair Park.[287] Its original sister station, licensed as WRR-AM in 1921, is the oldest commercially operated radio station in Texas and the second-oldest in the United States, after KDKA (AM) in Pittsburgh.[288] KKDA-FM (K104), an urban contemporary station, and KRNB (Smooth R&B 105.7), an urban adult contemporary station, are owned independently by Service Broadcasting Corporation.
Because of the city's central geographical position and lack of nearby mountainous terrain, high-power class A medium-wave stations KRLD and WBAP can broadcast as far as southern Canada at night and can be used for emergency messages when broadcasting is down in other major metropolitan areas in the United States.
Slavic Voice of America media group serves Russian-speaking Americans out of Dallas. Hispanic Broadcasting Corporation (HBC), the largest company in the Spanish-language radio station business, is based in Dallas.[289] In 2003, HBC was acquired by Univision and became Univision Radio Inc., but the radio company remains headquartered in the city.[290]
The Dallas Police Department provides most policing in Dallas. The Dallas interim chief of police is Michael Igo.[291] The police headquarters are in the Cedars neighborhood of southern Dallas.
Emergency medical services and fire protection in the city are provided by the Dallas Fire-Rescue Department. The Dallas Fire & Rescue chief is Dominique Artis.[292] The department operates the Dallas Firefighter's Museum built in 1907 along Parry Avenue near Fair Park. Dallas's oldest remaining fire station building still stands at the corner of McKinney Ave. and Leonard and was built in 1892. It was the home of Engine Co. Number 1, and is now a picture framing shop.
Dallas has many hospitals and several medical research facilities within its city limits. One major research center is the Dallas Medical District with the UT Southwestern Medical Center in the Stemmons Corridor, along with the affiliated UT Southwestern Medical School. The health care complex includes within its bounds Parkland Memorial Hospital, Children's Medical Center, William P. Clements Jr. University Hospital (formerly St. Paul University Hospital), and the William P. Clements Jr. University Hospital.
Dallas also has a VA hospital in the southern portion of the city, the Dallas Veterans Affairs Medical Center. The center is home to a Consolidated Mail Outpatient Pharmacy (CMOP), part of an initiative by the Department of Veterans Affairs to provide mail-order prescriptions to veterans using computerization at strategic locations throughout the United States.
Other hospitals in the city include Baylor University Medical Center in East Dallas, Methodist Dallas Medical Center in Oak Cliff, Methodist Charlton Medical Center near Duncanville, Medical City Dallas Hospital and Presbyterian Hospital in North Dallas, and the Texas Scottish Rite Hospital for Children in Oak Lawn.
Dallas is served by Dallas Water Utilities, which operates several waste treatment plants and pulls water from several area reservoirs.[293] Several companies maintain the city's electric system, including Stream Energy, Cirro Energy and Oncor Electric Delivery,[294] whose parent company, Energy Future Holdings Corporation, has headquarters in the city.[295]
The city offers garbage pickup and recycling service weekly through its Sanitation Services department.[296] Telephone networks, broadband internet, and cable television service are available from several companies, including AT&T, Spectrum, and Verizon FiOS.
Like many other major cities in the United States, the automobile is the primary mode of local transportation, though efforts have been made to increase the availability of alternative modes of transportation, including the construction of light rail lines, biking and walking paths, wide sidewalks, a trolley system, and buses.
In 2009, 78.5% of Dallas (city) commuters drive to work alone. The 2009 mode share for Dallas (city) commuters are 10.7% for carpooling, 3.9% for transit, 1.9% for walking, and .1% for cycling.[297] In 2015, the American Community Survey estimated modal shares for Dallas (city) commuters of 75.4% for driving alone, 12.8% for carpooling, 3.5% for riding transit, 1.9% for walking, and .2% for cycling.[298]
The city of Dallas has a higher than average percentage of households without a car. In 2015, 10.2 percent of Dallas households lacked a car, and decreased to 9.1 percent in 2016. The national average was 8.7 percent in 2016. Dallas averaged 1.59 cars per household in 2016, compared to a national average of 1.8.[299]
Dallas is at the confluence of four major interstate highways—Interstates 20, 30, 35E, and 45. The Dallas area freeway system is set up in the popular hub-and-spoke system, shaped much like a wagon wheel. Starting from the center of the city, a small freeway loop surrounds Downtown, followed by the I-635 loop about 10 miles (16 km) outside Downtown, and ultimately the tolled President George Bush Turnpike.
Inside these freeway loops are other boulevard- and parkway-style loops, including Loop 12 and Belt Line Road. Another beltway around the city upwards of 45 miles (72 km) from Downtown is under plan in Collin County.
Radiating out of Downtown Dallas' freeway loop are the spokes of the area's highway system—Interstates 30, 35E, and 45, US 75, US 77, US 175, SH Spur 366, the Dallas North Tollway, SH 114, US 80, and US 67. Other major highways around the city include SH 183 and Spur 408.
The recently completed interchange at the intersection of Lyndon B. Johnson Freeway (I-635) and the Central Expressway (US 75) has five stacks and is aptly called the High Five Interchange. It is one of the few five-level interchanges in Dallas and is one of the largest freeway interchanges in the United States.
The following is a list of the freeways and tollways in the Dallas-Fort Worth area:
Two commercial airports serve Dallas: Dallas Fort Worth International Airport and Dallas Love Field. In addition, Dallas Executive Airport (formerly Redbird Airport), serves as a general aviation airport for the city, and Addison Airport functions similarly just outside the city limits in the suburb of Addison. Two more general aviation airports are about 35 miles (56 km) north of Dallas in McKinney, and another two are in Fort Worth, on the west side of the metroplex. Alliance Airport, in far North Fort Worth, is a cargo reliever airport to DFW Airport and general aviation facility.
DFW Airport is in the suburbs slightly north of and equidistant to Downtown Fort Worth and Downtown Dallas. In terms of size, DFW International is the largest airport in the state, the second largest in the United States, and ninth largest in the world; DFW International Airport is larger than the island of Manhattan.[301]
In terms of traffic, DFW Airport is the busiest airport in the state, fourth-busiest in the United States, and eleventh-busiest in the world. The headquarters of American Airlines, the largest air carrier in the world ahead of United Airlines and Delta Air Lines, is less than one mile (1.6 km) from DFW Airport within Fort Worth's city limits. Similarly, Love Field is within Dallas's city limits, about 6 miles (10 km) northwest of Downtown, and is headquarters to Southwest Airlines, the largest domestic airline in the United States.
Dallas Area Rapid Transit (DART) is the Dallas-area public transportation authority that provides rail, buses and HOV lanes to commuters. DART began operating the first light rail system in Texas in 1996, and it is now the largest operator of light rail in the US.[302] Today, the system is the seventh-busiest light rail system in the country with approximately 55 stations on 72 miles (116 km) of light rail, and 10 stations on 35 miles (56 km) of commuter rail.[303] It includes four light rail lines and a commuter line: the Red Line, the Blue Line, the Green Line, the Orange Line, and the Trinity Railway Express.
The Red Line travels through Oak Cliff, South Dallas, Downtown, Uptown, North Dallas, Richardson and Plano, while the Blue Line goes through Oak Cliff, Downtown, Uptown, East Dallas, Lake Highlands, and Garland. The Red and Blue lines are conjoined between 8th & Corinth Station in Oak Cliff through Mockingbird Station in North Dallas. The two lines service Cityplace Station. The Green Line serves Carrollton, Farmers Branch, Love Field Airport, Stemmons Corridor, Victory Park, Downtown, Deep Ellum, Fair Park, South Dallas, and Pleasant Grove.
The Orange Line initially operated as a peak-service line providing extra capacity on portions of the Green and Red Lines (Bachman Station on the Green Line, through the Downtown transit mall, to Parker Road Station on the Red Line making a "U"-shape). However, the first stage of the Orange Line opened on December 6, 2010, extending its west end from Bachman to Belt Line Station in Irving. The second and final phase opened in August 2014 and provided DFW Airport with rail service. DFW Airport Terminal A station is the terminus for the Orange Line and connects Skylink.[304]
This provides passengers the convenience of disembarking the DART rail, proceeding to security check-in and immediately boarding Skylink to be quickly transported to their desired terminal. The Blue Line has also been extended by 4.5 miles (7.2 km) to serve Rowlett at the Rowlett Park & Ride facility.[305]
In August 2009, the Regional Transportation Council agreed to seek $96 million in federal stimulus dollars for a trolley project in Dallas and Fort Worth. The Oak Cliff Transit Authority took the lead with leaders envisioning a streetcar line that would link Union Station and the Dallas Convention Center in Downtown to Oak Cliff, Methodist Medical Center, and the Bishop Arts District via the Houston Street Viaduct.[306]
Dallas was awarded a $23 million TIGER grant towards the $58 million Dallas Streetcar Project in February 2010.[307]
In addition to light rail, Amtrak's Texas Eagle also serves Union Station, providing daily service east to Chicago and west to San Antonio, and thrice-weekly service west to Los Angeles. The Trinity Rail Express terminates at Union Station and T&P Station.
The city of Dallas has worked to build Sister & Friendship City relationships around the globe. These relationships help create and strengthen partnerships between Dallas and the international community. The program aims to build global cooperation at the municipal level by promoting cultural understanding and stimulating economic development between Dallas and its foreign counterparts.[308]
Dallas's sister cities are:[309]
Dallas has friendly relations with:[309]
[...]the district is located partly in southeast Dallas[...]
3D scanning is the process of analyzing a real-world object or environment to collect three dimensional data of its shape and possibly its appearance (e.g. color). The collected data can then be used to construct digital 3D models.
A 3D scanner can be based on many different technologies, each with its own limitations, advantages and costs. Many limitations in the kind of objects that can be digitised are still present. For example, optical technology may encounter many difficulties with dark, shiny, reflective or transparent objects. For example, industrial computed tomography scanning, structured-light 3D scanners, LiDAR and Time Of Flight 3D Scanners can be used to construct digital 3D models, without destructive testing.
Collected 3D data is useful for a wide variety of applications. These devices are used extensively by the entertainment industry in the production of movies and video games, including virtual reality. Other common applications of this technology include augmented reality,[1] motion capture,[2][3] gesture recognition,[4] robotic mapping,[5] industrial design, orthotics and prosthetics,[6] reverse engineering and prototyping, quality control/inspection and the digitization of cultural artifacts.[7]
The purpose of a 3D scanner is usually to create a 3D model. This 3D model consists of a polygon mesh or point cloud of geometric samples on the surface of the subject. These points can then be used to extrapolate the shape of the subject (a process called reconstruction). If colour information is collected at each point, then the colours or textures on the surface of the subject can also be determined.
3D scanners share several traits with cameras. Like most cameras, they have a cone-like field of view, and like cameras, they can only collect information about surfaces that are not obscured. While a camera collects colour information about surfaces within its field of view, a 3D scanner collects distance information about surfaces within its field of view. The "picture" produced by a 3D scanner describes the distance to a surface at each point in the picture. This allows the three dimensional position of each point in the picture to be identified.[7]
In some situations, a single scan will not produce a complete model of the subject. Multiple scans, from different directions are usually helpful to obtain information about all sides of the subject. These scans have to be brought into a common reference system, a process that is usually called alignment or registration, and then merged to create a complete 3D model. This whole process, going from the single range map to the whole model, is usually known as the 3D scanning pipeline.[8][9][10][11][12]
There are a variety of technologies for digitally acquiring the shape of a 3D object. The techniques work with most or all sensor types including optical, acoustic, laser scanning,[13] radar, thermal,[14] and seismic.[15][16] 3D-scan technologies can be split in 2 categories: contact and non-contact. Non-contact solutions can be further divided into two main categories, active and passive. There are a variety of technologies that fall under each of these categories.
Contact 3D scanners work by physically probing (touching) the part and recording the position of the sensor as the probe moves around the part.
There are two main types of contact 3D scanners:
Both modern CMMs and Articulated Arms can also be fitted with non-contact laser scanners instead of touch probes.
Active scanners emit some kind of radiation or light and detect its reflection or radiation passing through object in order to probe an object or environment. Possible types of emissions used include light, ultrasound or x-ray.
The time-of-flight 3D laser scanner is an active scanner that uses laser light to probe the subject. At the heart of this type of scanner is a time-of-flight laser range finder. The laser range finder finds the distance of a surface by timing the round-trip time of a pulse of light. A laser is used to emit a pulse of light and the amount of time before the reflected light is seen by a detector is measured. Since the speed of light is known, the round-trip time determines the travel distance of the light, which is twice the distance between the scanner and the surface. If is the round-trip time, then distance is equal to . The accuracy of a time-of-flight 3D laser scanner depends on how precisely we can measure the time: 3.3 picoseconds (approx.) is the time taken for light to travel 1 millimetre.
The laser range finder only detects the distance of one point in its direction of view. Thus, the scanner scans its entire field of view one point at a time by changing the range finder's direction of view to scan different points. The view direction of the laser range finder can be changed either by rotating the range finder itself, or by using a system of rotating mirrors. The latter method is commonly used because mirrors are much lighter and can thus be rotated much faster and with greater accuracy. Typical time-of-flight 3D laser scanners can measure the distance of 10,000~100,000 points every second.
Time-of-flight devices are also available in a 2D configuration. This is referred to as a time-of-flight camera.[17]
Triangulation based 3D laser scanners are also active scanners that use laser light to probe the environment. With respect to time-of-flight 3D laser scanner the triangulation laser shines a laser on the subject and exploits a camera to look for the location of the laser dot. Depending on how far away the laser strikes a surface, the laser dot appears at different places in the camera's field of view. This technique is called triangulation because the laser dot, the camera and the laser emitter form a triangle. The length of one side of the triangle, the distance between the camera and the laser emitter is known. The angle of the laser emitter corner is also known. The angle of the camera corner can be determined by looking at the location of the laser dot in the camera's field of view. These three pieces of information fully determine the shape and size of the triangle and give the location of the laser dot corner of the triangle.[18] In most cases a laser stripe, instead of a single laser dot, is swept across the object to speed up the acquisition process. The use of triangulation to measure distances dates to antiquity.
Time-of-flight range finders are capable of operating over long distances on the order of kilometres. These scanners are thus suitable for scanning large structures like buildings or geographic features. A disadvantage is that, due to the high speed of light, measuring the round-trip time is difficult and so the accuracy of the distance measurement is relatively low, on the order of millimetres.
Triangulation range finders, on the other hand, have a range of usually limited to a few meters for reasonably sized devices, but their accuracy is relatively high. The accuracy of triangulation range finders is on the order of tens of micrometers.
Time-of-flight scanners' accuracy can be lost when the laser hits the edge of an object because the information that is sent back to the scanner is from two different locations for one laser pulse. The coordinate relative to the scanner's position for a point that has hit the edge of an object will be calculated based on an average and therefore will put the point in the wrong place. When using a high resolution scan on an object the chances of the beam hitting an edge are increased and the resulting data will show noise just behind the edges of the object. Scanners with a smaller beam width will help to solve this problem but will be limited by range as the beam width will increase over distance. Software can also help by determining that the first object to be hit by the laser beam should cancel out the second.
At a rate of 10,000 sample points per second, low resolution scans can take less than a second, but high resolution scans, requiring millions of samples, can take minutes for some time-of-flight scanners. The problem this creates is distortion from motion. Since each point is sampled at a different time, any motion in the subject or the scanner will distort the collected data. Thus, it is usually necessary to mount both the subject and the scanner on stable platforms and minimise vibration. Using these scanners to scan objects in motion is very difficult.
Recently, there has been research on compensating for distortion from small amounts of vibration[19] and distortions due to motion and/or rotation.[20]
Short-range laser scanners can not usually encompass a depth of field more than 1 meter.[21] When scanning in one position for any length of time slight movement can occur in the scanner position due to changes in temperature. If the scanner is set on a tripod and there is strong sunlight on one side of the scanner then that side of the tripod will expand and slowly distort the scan data from one side to another. Some laser scanners have level compensators built into them to counteract any movement of the scanner during the scan process.
In a conoscopic system, a laser beam is projected onto the surface and then the immediate reflection along the same ray-path are put through a conoscopic crystal and projected onto a CCD. The result is a diffraction pattern, that can be frequency analyzed to determine the distance to the measured surface. The main advantage with conoscopic holography is that only a single ray-path is needed for measuring, thus giving an opportunity to measure for instance the depth of a finely drilled hole.[22]
Hand-held laser scanners create a 3D image through the triangulation mechanism described above: a laser dot or line is projected onto an object from a hand-held device and a sensor (typically a charge-coupled device or position sensitive device) measures the distance to the surface. Data is collected in relation to an internal coordinate system and therefore to collect data where the scanner is in motion the position of the scanner must be determined. The position can be determined by the scanner using reference features on the surface being scanned (typically adhesive reflective tabs, but natural features have been also used in research work)[23][24] or by using an external tracking method. External tracking often takes the form of a laser tracker (to provide the sensor position) with integrated camera (to determine the orientation of the scanner) or a photogrammetric solution using 3 or more cameras providing the complete six degrees of freedom of the scanner. Both techniques tend to use infrared light-emitting diodes attached to the scanner which are seen by the camera(s) through filters providing resilience to ambient lighting.[25]
Data is collected by a computer and recorded as data points within three-dimensional space, with processing this can be converted into a triangulated mesh and then a computer-aided design model, often as non-uniform rational B-spline surfaces. Hand-held laser scanners can combine this data with passive, visible-light sensors — which capture surface textures and colors — to build (or "reverse engineer") a full 3D model.
Structured-light 3D scanners project a pattern of light on the subject and look at the deformation of the pattern on the subject. The pattern is projected onto the subject using either an LCD projector or other stable light source. A camera, offset slightly from the pattern projector, looks at the shape of the pattern and calculates the distance of every point in the field of view.
Structured-light scanning is still a very active area of research with many research papers published each year. Perfect maps have also been proven useful as structured light patterns that solve the correspondence problem and allow for error detection and error correction.[26]
The advantage of structured-light 3D scanners is speed and precision. Instead of scanning one point at a time, structured light scanners scan multiple points or the entire field of view at once. Scanning an entire field of view in a fraction of a second reduces or eliminates the problem of distortion from motion. Some existing systems are capable of scanning moving objects in real-time.
A real-time scanner using digital fringe projection and phase-shifting technique (certain kinds of structured light methods) was developed, to capture, reconstruct, and render high-density details of dynamically deformable objects (such as facial expressions) at 40 frames per second.[27] Recently, another scanner has been developed. Different patterns can be applied to this system, and the frame rate for capturing and data processing achieves 120 frames per second. It can also scan isolated surfaces, for example two moving hands.[28] By utilising the binary defocusing technique, speed breakthroughs have been made that could reach hundreds[29] to thousands of frames per second.[30]
Modulated light 3D scanners shine a continually changing light at the subject. Usually the light source simply cycles its amplitude in a sinusoidal pattern. A camera detects the reflected light and the amount the pattern is shifted by determines the distance the light travelled. Modulated light also allows the scanner to ignore light from sources other than a laser, so there is no interference.
Computed tomography (CT) is a medical imaging method which generates a three-dimensional image of the inside of an object from a large series of two-dimensional X-ray images, similarly magnetic resonance imaging is another medical imaging technique that provides much greater contrast between the different soft tissues of the body than computed tomography (CT) does, making it especially useful in neurological (brain), musculoskeletal, cardiovascular, and oncological (cancer) imaging. These techniques produce a discrete 3D volumetric representation that can be directly visualised, manipulated or converted to traditional 3D surface by mean of isosurface extraction algorithms.
Although most common in medicine, industrial computed tomography, microtomography and MRI are also used in other fields for acquiring a digital representation of an object and its interior, such as non destructive materials testing, reverse engineering, or studying biological and paleontological specimens.
Passive 3D imaging solutions do not emit any kind of radiation themselves, but instead rely on detecting reflected ambient radiation. Most solutions of this type detect visible light because it is a readily available ambient radiation. Other types of radiation, such as infrared could also be used. Passive methods can be very cheap, because in most cases they do not need particular hardware but simple digital cameras.
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Photogrammetry provides reliable information about 3D shapes of physical objects based on analysis of photographic images. The resulting 3D data is typically provided as a 3D point cloud, 3D mesh or 3D points.[32] Modern photogrammetry software applications automatically analyze a large number of digital images for 3D reconstruction, however manual interaction may be required if the software cannot automatically determine the 3D positions of the camera in the images which is an essential step in the reconstruction pipeline. Various software packages are available including PhotoModeler, Geodetic Systems, Autodesk ReCap, RealityCapture and Agisoft Metashape (see comparison of photogrammetry software).
Semi-automatic building extraction from lidar data and high-resolution images is also a possibility. Again, this approach allows modelling without physically moving towards the location or object.[35] From airborne lidar data, digital surface model (DSM) can be generated and then the objects higher than the ground are automatically detected from the DSM. Based on general knowledge about buildings, geometric characteristics such as size, height and shape information are then used to separate the buildings from other objects. The extracted building outlines are then simplified using an orthogonal algorithm to obtain better cartographic quality. Watershed analysis can be conducted to extract the ridgelines of building roofs. The ridgelines as well as slope information are used to classify the buildings per type. The buildings are then reconstructed using three parametric building models (flat, gabled, hipped).[36]
Lidar and other terrestrial laser scanning technology[37] offers the fastest, automated way to collect height or distance information. lidar or laser for height measurement of buildings is becoming very promising.[38] Commercial applications of both airborne lidar and ground laser scanning technology have proven to be fast and accurate methods for building height extraction. The building extraction task is needed to determine building locations, ground elevation, orientations, building size, rooftop heights, etc. Most buildings are described to sufficient details in terms of general polyhedra, i.e., their boundaries can be represented by a set of planar surfaces and straight lines. Further processing such as expressing building footprints as polygons is used for data storing in GIS databases.
Using laser scans and images taken from ground level and a bird's-eye perspective, Fruh and Zakhor present an approach to automatically create textured 3D city models. This approach involves registering and merging the detailed facade models with a complementary airborne model. The airborne modeling process generates a half-meter resolution model with a bird's-eye view of the entire area, containing terrain profile and building tops. Ground-based modeling process results in a detailed model of the building facades. Using the DSM obtained from airborne laser scans, they localize the acquisition vehicle and register the ground-based facades to the airborne model by means of Monte Carlo localization (MCL). Finally, the two models are merged with different resolutions to obtain a 3D model.
Using an airborne laser altimeter, Haala, Brenner and Anders combined height data with the existing ground plans of buildings. The ground plans of buildings had already been acquired either in analog form by maps and plans or digitally in a 2D GIS. The project was done in order to enable an automatic data capture by the integration of these different types of information. Afterwards virtual reality city models are generated in the project by texture processing, e.g. by mapping of terrestrial images. The project demonstrated the feasibility of rapid acquisition of 3D urban GIS. Ground plans proved are another very important source of information for 3D building reconstruction. Compared to results of automatic procedures, these ground plans proved more reliable since they contain aggregated information which has been made explicit by human interpretation. For this reason, ground plans, can considerably reduce costs in a reconstruction project. An example of existing ground plan data usable in building reconstruction is the Digital Cadastral map, which provides information on the distribution of property, including the borders of all agricultural areas and the ground plans of existing buildings. Additionally information as street names and the usage of buildings (e.g. garage, residential building, office block, industrial building, church) is provided in the form of text symbols. At the moment the Digital Cadastral map is built up as a database covering an area, mainly composed by digitizing preexisting maps or plans.
The point clouds produced by 3D scanners and 3D imaging can be used directly for measurement and visualisation in the architecture and construction world.
Most applications, however, use instead polygonal 3D models, NURBS surface models, or editable feature-based CAD models (aka solid models).
These CAD models describe not simply the envelope or shape of the object, but CAD models also embody the "design intent" (i.e., critical features and their relationship to other features). An example of design intent not evident in the shape alone might be a brake drum's lug bolts, which must be concentric with the hole in the centre of the drum. This knowledge would drive the sequence and method of creating the CAD model; a designer with an awareness of this relationship would not design the lug bolts referenced to the outside diameter, but instead, to the center. A modeler creating a CAD model will want to include both Shape and design intent in the complete CAD model.
Vendors offer different approaches to getting to the parametric CAD model. Some export the NURBS surfaces and leave it to the CAD designer to complete the model in CAD (e.g., Geomagic, Imageware, Rhino 3D). Others use the scan data to create an editable and verifiable feature based model that is imported into CAD with full feature tree intact, yielding a complete, native CAD model, capturing both shape and design intent (e.g. Geomagic, Rapidform). For instance, the market offers various plug-ins for established CAD-programs, such as SolidWorks. Xtract3D, DezignWorks and Geomagic for SolidWorks allow manipulating a 3D scan directly inside SolidWorks. Still other CAD applications are robust enough to manipulate limited points or polygon models within the CAD environment (e.g., CATIA, AutoCAD, Revit).
CT, industrial CT, MRI, or micro-CT scanners do not produce point clouds but a set of 2D slices (each termed a "tomogram") which are then 'stacked together' to produce a 3D representation. There are several ways to do this depending on the output required:
Laser scanning describes the general method to sample or scan a surface using laser technology. Several areas of application exist that mainly differ in the power of the lasers that are used, and in the results of the scanning process. Low laser power is used when the scanned surface doesn't have to be influenced, e.g. when it only has to be digitised. Confocal or 3D laser scanning are methods to get information about the scanned surface. Another low-power application uses structured light projection systems for solar cell flatness metrology,[40] enabling stress calculation throughout in excess of 2000 wafers per hour.[41]
The laser power used for laser scanning equipment in industrial applications is typically less than 1W. The power level is usually on the order of 200 mW or less but sometimes more.
3D data acquisition and object reconstruction can be performed using stereo image pairs. Stereo photogrammetry or photogrammetry based on a block of overlapped images is the primary approach for 3D mapping and object reconstruction using 2D images. Close-range photogrammetry has also matured to the level where cameras or digital cameras can be used to capture the close-look images of objects, e.g., buildings, and reconstruct them using the very same theory as the aerial photogrammetry. An example of software which could do this is Vexcel FotoG 5.[42][43] This software has now been replaced by Vexcel GeoSynth.[44] Another similar software program is Microsoft Photosynth.[45][46]
A semi-automatic method for acquiring 3D topologically structured data from 2D aerial stereo images has been presented by Sisi Zlatanova.[47] The process involves the manual digitizing of a number of points necessary for automatically reconstructing the 3D objects. Each reconstructed object is validated by superimposition of its wire frame graphics in the stereo model. The topologically structured 3D data is stored in a database and are also used for visualization of the objects. Notable software used for 3D data acquisition using 2D images include e.g. Agisoft Metashape,[48] RealityCapture,[49] and ENSAIS Engineering College TIPHON (Traitement d'Image et PHOtogrammétrie Numérique).[50]
A method for semi-automatic building extraction together with a concept for storing building models alongside terrain and other topographic data in a topographical information system has been developed by Franz Rottensteiner. His approach was based on the integration of building parameter estimations into the photogrammetry process applying a hybrid modeling scheme. Buildings are decomposed into a set of simple primitives that are reconstructed individually and are then combined by Boolean operators. The internal data structure of both the primitives and the compound building models are based on the boundary representation methods[51][52]
Multiple images are used in Zhang's[53] approach to surface reconstruction from multiple images. A central idea is to explore the integration of both 3D stereo data and 2D calibrated images. This approach is motivated by the fact that only robust and accurate feature points that survived the geometry scrutiny of multiple images are reconstructed in space. The density insufficiency and the inevitable holes in the stereo data should then be filled in by using information from multiple images. The idea is thus to first construct small surface patches from stereo points, then to progressively propagate only reliable patches in their neighborhood from images into the whole surface using a best-first strategy. The problem thus reduces to searching for an optimal local surface patch going through a given set of stereo points from images.
Multi-spectral images are also used for 3D building detection. The first and last pulse data and the normalized difference vegetation index are used in the process.[54]
New measurement techniques are also employed to obtain measurements of and between objects from single images by using the projection, or the shadow as well as their combination. This technology is gaining attention given its fast processing time, and far lower cost than stereo measurements.[citation needed]
3D scanning technology has been used to scan space rocks for the European Space Agency.[55][56]
3D scanners are used by the entertainment industry to create digital 3D models for movies, video games and leisure purposes.[64] They are heavily utilized in virtual cinematography. In cases where a real-world equivalent of a model exists, it is much faster to scan the real-world object than to manually create a model using 3D modeling software. Frequently, artists sculpt physical models of what they want and scan them into digital form rather than directly creating digital models on a computer.
3D scanners are evolving for the use of cameras to represent 3D objects in an accurate manner.[65] Companies are emerging since 2010 that create 3D portraits of people (3D figurines or 3D selfie).
An augmented reality menu for the Madrid restaurant chain 80 Degrees[66]
3D laser scanning is used by the law enforcement agencies around the world. 3D models are used for on-site documentation of:[67]
Reverse engineering of a mechanical component requires a precise digital model of the objects to be reproduced. Rather than a set of points a precise digital model can be represented by a polygon mesh, a set of flat or curved NURBS surfaces, or ideally for mechanical components, a CAD solid model. A 3D scanner can be used to digitise free-form or gradually changing shaped components as well as prismatic geometries whereas a coordinate measuring machine is usually used only to determine simple dimensions of a highly prismatic model. These data points are then processed to create a usable digital model, usually using specialized reverse engineering software.
Land or buildings can be scanned into a 3D model, which allows buyers to tour and inspect the property remotely, anywhere, without having to be present at the property.[68] There is already at least one company providing 3D-scanned virtual real estate tours.[69] A typical virtual tour Archived 2017-04-27 at the Wayback Machine would consist of dollhouse view,[70] inside view, as well as a floor plan.
The environment at a place of interest can be captured and converted into a 3D model. This model can then be explored by the public, either through a VR interface or a traditional "2D" interface. This allows the user to explore locations which are inconvenient for travel.[71] A group of history students at Vancouver iTech Preparatory Middle School created a Virtual Museum by 3D Scanning more than 100 artifacts.[72]
There have been many research projects undertaken via the scanning of historical sites and artifacts both for documentation and analysis purposes.[73] The resulting models can be used for a variety of different analytical approaches.[74][75]
The combined use of 3D scanning and 3D printing technologies allows the replication of real objects without the use of traditional plaster casting techniques, that in many cases can be too invasive for being performed on precious or delicate cultural heritage artifacts.[76] In an example of a typical application scenario, a gargoyle model was digitally acquired using a 3D scanner and the produced 3D data was processed using MeshLab. The resulting digital 3D model was fed to a rapid prototyping machine to create a real resin replica of the original object.
Creation of 3D models for Museums and Archaeological artifacts[77][78][79]
In 1999, two different research groups started scanning Michelangelo's statues. Stanford University with a group led by Marc Levoy[80] used a custom laser triangulation scanner built by Cyberware to scan Michelangelo's statues in Florence, notably the David, the Prigioni and the four statues in The Medici Chapel. The scans produced a data point density of one sample per 0.25 mm, detailed enough to see Michelangelo's chisel marks. These detailed scans produced a large amount of data (up to 32 gigabytes) and processing the data from his scans took 5 months. Approximately in the same period a research group from IBM, led by H. Rushmeier and F. Bernardini scanned the Pietà of Florence acquiring both geometric and colour details. The digital model, result of the Stanford scanning campaign, was thoroughly used in the 2004 subsequent restoration of the statue.[81]
In 2002, David Luebke, et al. scanned Thomas Jefferson's Monticello.[82] A commercial time of flight laser scanner, the DeltaSphere 3000, was used. The scanner data was later combined with colour data from digital photographs to create the Virtual Monticello, and the Jefferson's Cabinet exhibits in the New Orleans Museum of Art in 2003. The Virtual Monticello exhibit simulated a window looking into Jefferson's Library. The exhibit consisted of a rear projection display on a wall and a pair of stereo glasses for the viewer. The glasses, combined with polarised projectors, provided a 3D effect. Position tracking hardware on the glasses allowed the display to adapt as the viewer moves around, creating the illusion that the display is actually a hole in the wall looking into Jefferson's Library. The Jefferson's Cabinet exhibit was a barrier stereogram (essentially a non-active hologram that appears different from different angles) of Jefferson's Cabinet.
The first 3D models of cuneiform tablets were acquired in Germany in 2000.[83] In 2003 the so-called Digital Hammurabi project acquired cuneiform tablets with a laser triangulation scanner using a regular grid pattern having a resolution of 0.025 mm (0.00098 in).[84] With the use of high-resolution 3D-scanners by the Heidelberg University for tablet acquisition in 2009 the development of the GigaMesh Software Framework began to visualize and extract cuneiform characters from 3D-models.[85] It was used to process ca. 2.000 3D-digitized tablets of the Hilprecht Collection in Jena to create an Open Access benchmark dataset[86] and an annotated collection[87] of 3D-models of tablets freely available under CC BY licenses.[88]
A 2009 CyArk 3D scanning project at Uganda's historic Kasubi Tombs, a UNESCO World Heritage Site, using a Leica HDS 4500, produced detailed architectural models of Muzibu Azaala Mpanga, the main building at the complex and tomb of the Kabakas (Kings) of Uganda. A fire on March 16, 2010, burned down much of the Muzibu Azaala Mpanga structure, and reconstruction work is likely to lean heavily upon the dataset produced by the 3D scan mission.[89]
In 2005, Gabriele Guidi, et al. scanned the "Plastico di Roma antica",[90] a model of Rome created in the last century. Neither the triangulation method, nor the time of flight method satisfied the requirements of this project because the item to be scanned was both large and contained small details. They found though, that a modulated light scanner was able to provide both the ability to scan an object the size of the model and the accuracy that was needed. The modulated light scanner was supplemented by a triangulation scanner which was used to scan some parts of the model.
The 3D Encounters Project at the Petrie Museum of Egyptian Archaeology aims to use 3D laser scanning to create a high quality 3D image library of artefacts and enable digital travelling exhibitions of fragile Egyptian artefacts, English Heritage has investigated the use of 3D laser scanning for a wide range of applications to gain archaeological and condition data, and the National Conservation Centre in Liverpool has also produced 3D laser scans on commission, including portable object and in situ scans of archaeological sites.[91] The Smithsonian Institution has a project called Smithsonian X 3D notable for the breadth of types of 3D objects they are attempting to scan. These include small objects such as insects and flowers, to human sized objects such as Amelia Earhart's Flight Suit to room sized objects such as the Gunboat Philadelphia to historic sites such as Liang Bua in Indonesia. Also of note the data from these scans is being made available to the public for free and downloadable in several data formats.
3D scanners are used to capture the 3D shape of a patient in orthotics and dentistry. It gradually supplants tedious plaster cast. CAD/CAM software are then used to design and manufacture the orthosis, prosthesis[92] or dental implants.
Many chairside dental CAD/CAM systems and dental laboratory CAD/CAM systems use 3D scanner technologies to capture the 3D surface of a dental preparation (either in vivo or in vitro), in order to produce a restoration digitally using CAD software and ultimately produce the final restoration using a CAM technology (such as a CNC milling machine, or 3D printer). The chairside systems are designed to facilitate the 3D scanning of a preparation in vivo and produce the restoration (such as a Crown, Onlay, Inlay or Veneer).
Creation of 3D models for anatomy and biology education[93][94] and cadaver models for educational neurosurgical simulations.[95]
The digitalisation of real-world objects is of vital importance in various application domains. This method is especially applied in industrial quality assurance to measure the geometric dimension accuracy. Industrial processes such as assembly are complex, highly automated and typically based on CAD (computer-aided design) data. The problem is that the same degree of automation is also required for quality assurance. It is, for example, a very complex task to assemble a modern car, since it consists of many parts that must fit together at the very end of the production line. The optimal performance of this process is guaranteed by quality assurance systems. Especially the geometry of the metal parts must be checked in order to assure that they have the correct dimensions, fit together and finally work reliably.
Within highly automated processes, the resulting geometric measures are transferred to machines that manufacture the desired objects. Due to mechanical uncertainties and abrasions, the result may differ from its digital nominal. In order to automatically capture and evaluate these deviations, the manufactured part must be digitised as well. For this purpose, 3D scanners are applied to generate point samples from the object's surface which are finally compared against the nominal data.[96]
The process of comparing 3D data against a CAD model is referred to as CAD-Compare, and can be a useful technique for applications such as determining wear patterns on moulds and tooling, determining accuracy of final build, analysing gap and flush, or analysing highly complex sculpted surfaces. At present, laser triangulation scanners, structured light and contact scanning are the predominant technologies employed for industrial purposes, with contact scanning remaining the slowest, but overall most accurate option. Nevertheless, 3D scanning technology offers distinct advantages compared to traditional touch probe measurements. White-light or laser scanners accurately digitize objects all around, capturing fine details and freeform surfaces without reference points or spray. The entire surface is covered at record speed without the risk of damaging the part. Graphic comparison charts illustrate geometric deviations of full object level, providing deeper insights into potential causes.[97] [98]
After the data has been collected, the acquired (and sometimes already processed) data from images or sensors needs to be reconstructed. This may be done in the same program or in some cases, the 3D data needs to be exported and imported into another program for further refining, and/or to add additional data. Such additional data could be GPS-location data. After the reconstruction, the data might be directly implemented into a local (GIS) map[99][100] or a worldwide map such as Google Earth or Apple Maps.
Several software packages are used in which the acquired (and sometimes already processed) data from images or sensors is imported. Notable software packages include:[101]
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Laser scanning is the controlled deflection of laser beams, visible or invisible.[1] Scanned laser beams are used in some 3-D printers, in rapid prototyping, in machines for material processing, in laser engraving machines, in ophthalmological laser systems for the treatment of presbyopia, in confocal microscopy, in laser printers, in laser shows, in Laser TV, and in barcode scanners. Applications specific to mapping and 3D object reconstruction are known as 3D laser scanner.
Most laser scanners use moveable mirrors to steer the laser beam. The steering of the beam can be one-dimensional, as inside a laser printer, or two-dimensional, as in a laser show system. Additionally, the mirrors can lead to a periodic motion - like the rotating polygon mirror in a barcode scanner or so-called resonant galvanometer scanners - or to a freely addressable motion, as in servo-controlled galvanometer scanners. One also uses the terms raster scanning and vector scanning to distinguish the two situations. To control the scanning motion, scanners need a rotary encoder and control electronics that provide, for a desired angle or phase, the suitable electric current to the motor (for a polygon mirror) or galvanometer (also called galvos). A software system usually controls the scanning motion and, if 3D scanning is implemented, also the collection of the measured data.
In order to position a laser beam in two dimensions, it is possible either to rotate one mirror along two axes - used mainly for slow scanning systems - or to reflect the laser beam onto two closely spaced mirrors that are mounted on orthogonal axes. Each of the two flat or polygon (polygonal) mirrors is then driven by a galvanometer or by an electric motor respectively. Two-dimensional systems are essential for most applications in material processing, confocal microscopy, and medical science. Some applications require positioning the focus of a laser beam in three dimensions. This is achieved by a servo-controlled lens system, usually called a 'focus shifter' or 'z-shifter'. Many laser scanners further allow changing the laser intensity.
In laser projectors for laser TV or laser displays, the three fundamental colors - red, blue, and green - are combined in a single beam and then reflected together with two mirrors.
The most common way to move mirrors is, as mentioned, the use of an electric motor or of a galvanometer. However, piezoelectric actuators or magnetostrictive actuators are alternative options. They offer higher achievable angular speeds, but often at the expense of smaller achievable maximum angles. There are also microscanners, which are MEMS devices containing a small (millimeter) mirror that has controllable tilt in one or two dimensions; these are used in pico projectors.
When two Risley prisms are rotated against each other, a beam of light can be scanned at will inside a cone. Such scanners are used for tracking missiles.
When two optical lenses are moved or rotated against each other, a laser beam can be scanned in a way similar to mirror scanners.
Some special laser scanners use, instead of moving mirrors, acousto-optic deflectors or electro-optic deflectors. These mechanisms allow the highest scanning frequencies possible so far. They are used, for example, in laser TV systems. On the other hand, these systems are also much more expensive than mirror scanning systems.
Research is going on to achieve scanning of laser beams through phased arrays. This method is used to scan radar beams without moving parts. With the use of vertical-cavity surface-emitting laser (VCSELs), it might be possible to realize fast laser scanners in the foreseeable future.
Within the field of 3D object scanning, laser scanning (also known as lidar) combines controlled steering of laser beams with a laser rangefinder. By taking a distance measurement at every direction the scanner rapidly captures the surface shape of objects, buildings and landscapes. Construction of a full 3D model involves combining multiple surface models obtained from different viewing angles, or the admixing of other known constraints. Small objects can be placed on a revolving pedestal, in a technique akin to photogrammetry.[2]
3D object scanning allows enhancing the design process, speeds up and reduces data collection errors, saves time and money, and thus makes it an attractive alternative to traditional data collection techniques. 3D scanning is also used for mobile mapping, surveying, scanning of buildings and building interiors,[3] and in archaeology.
Depending on the power of the laser, its influence on a working piece differs: lower power values are used for laser engraving and laser ablation, where material is partially removed by the laser. With higher powers the material becomes fluid and laser welding can be realized, or if the power is high enough to remove the material completely, then laser cutting can be performed. Modern lasers can cut steel blocks with a thickness of 10 cm and more or ablate a layer of the cornea that is only a few micrometers thick.
The ability of lasers to harden liquid polymers, together with laser scanners, is used in rapid prototyping, the ability to melt polymers and metals is, with laser scanners, to produce parts by laser sintering or laser melting.
The principle that is used for all these applications is the same: software that runs on a PC or an embedded system and that controls the complete process is connected with a scanner card. That card converts the received vector data to movement information which is sent to the scanhead. This scanhead consists of two mirrors that are able to deflect the laser beam in one level (X- and Y-coordinate). The third dimension is - if necessary - realized by a specific optic that is able to move the laser's focal point in the depth-direction (Z-axis).
Scanning the laser focus in the third spatial dimension is needed for some special applications like the laser scribing of curved surfaces or for in-glass-marking where the laser has to influence the material at specific positions within it. For these cases it is important that the laser has as small a focal point as possible.
For enhanced laser scanning applications and/or high material throughput during production, scanning systems with more than one scanhead are used. Here the software has to control what is done exactly within such a multihead application: it is possible that all available heads have to mark the same to finish processing faster or that the heads mark one single job in parallel where every scanhead performs a part of the job in case of large working areas.
Many barcode readers, especially those with the ability to read bar codes at a distance of a few meters, use scanned laser beams. In these devices, a semiconductor laser beam is usually scanned with the help of a resonant mirror scanner. The mirror is driven electromagnetically and is made of a metal-coated polymer.[citation needed]
When a space transporter has to dock to the space station, it must carefully maneuver to the correct position. In order to determine its relative position to the space station, laser scanners built into the front of the space transporter scan the shape of the space station and then determine, through a computer, the maneuvering commands. Resonant galvanometer scanners are used for this application.
Laser light shows typically uses two galvanometer scanners on an X-Y configuration to draw patterns or images on walls, ceilings or other surfaces including theatrical smoke and fog for entertainment or promotional purposes.[citation needed]
Yes, we provide 3D scanning for exterior design and landscape planning.
Yes, we specialize in 3D laser scanning services in Dallas, Texas.
Yes, we offer 3D laser scanning for manufacturing and quality control.