Digital Map Market Outlook

The global digital map market size was valued at approximately USD 15.1 billion in 2023 and is forecasted to reach around USD 32.7 billion by 2032, growing at a compound annual growth rate (CAGR) of 8.9%. This remarkable growth can be attributed to increasing demand from various sectors such as automotive navigation, mobile and internet applications, and public sector agencies. The integration of advanced technologies such as AI and IoT in digital mapping solutions is significantly driving the market.

One of the primary growth factors for the digital map market is the rapid advancement in geospatial technology. The rise in smart city initiatives across the globe is creating substantial demand for digital mapping solutions. These smart city projects require detailed and accurate digital maps for efficient urban planning and management, which is fueling market growth. Additionally, the growing adoption of IoT devices and connected systems in various sectors necessitates real-time mapping solutions, thereby driving the market demand.

The burgeoning automotive sector, particularly the increasing adoption of autonomous and connected vehicles, is another critical growth driver. Autonomous vehicles rely heavily on precise digital maps for navigation and safety, making digital mapping an integral component of the automotive industry. The continuous innovation in automotive technology and the push towards fully autonomous vehicles will undoubtedly stimulate demand for advanced digital mapping solutions over the forecast period.

The proliferation of mobile and internet applications that require location-based services is also a significant contributing factor. Applications such as ride-hailing, delivery services, and augmented reality (AR) games depend on accurate and real-time digital maps to provide seamless user experiences. The expansion of 5G networks is expected to enhance the functionality and reliability of these applications, further boosting the digital map market.

Web Mapping has emerged as a pivotal technology in the digital map market, transforming how geographic information is accessed and utilized. This technology allows users to interact with maps over the internet, providing real-time updates and detailed spatial data. The convenience and accessibility of web mapping have made it indispensable for applications such as urban planning, environmental monitoring, and disaster management. By enabling users to visualize and analyze geographic data online, web mapping facilitates informed decision-making and enhances operational efficiency across various sectors. Its integration with cloud computing and AI technologies further amplifies its capabilities, offering scalable and intelligent mapping solutions that cater to the dynamic needs of modern industries.

Regionally, North America is currently the leading market for digital maps, driven by advanced technology infrastructure and significant investments in smart city projects. However, Asia Pacific is anticipated to witness the highest growth rate during the forecast period due to rapid urbanization, increasing smartphone penetration, and government initiatives towards digitalization in emerging economies like China and India.

Component Analysis

The digital map market can be broadly segmented based on components, which include software and services. The software segment is expected to dominate the market due to continuous innovations and updates in mapping software. These software solutions offer enhanced features such as real-time data analytics, 3D mapping, and AI-based predictive analysis, making them highly desirable across various industries. The demand for software solutions is further propelled by the need for accurate, dynamic, and interactive maps.

On the other hand, the services segment, though smaller in market share compared to software, is experiencing steady growth. This segment includes services such as data management, consulting, and maintenance. As businesses increasingly rely on digital maps for critical operations, the demand for professional services to manage and optimize these solutions is growing. Enterprises often require tailored mapping solutions, which necessitates expert consulting and ongoing support, thereby driving the services market.

In terms of adoption, the software component is witnessing widespread utilization in sectors like automotive, mobile and internet

Drone-Based Smart City Asset Mapping Market Outlook

According to our latest research, the global Drone-Based Smart City Asset Mapping market size reached USD 2.1 billion in 2024, reflecting robust adoption across urban infrastructure projects worldwide. The market is expanding at a CAGR of 17.4% and is forecasted to achieve a valuation of USD 7.3 billion by 2033. This rapid growth is primarily propelled by increasing investments in smart city initiatives, the need for real-time asset monitoring, and the integration of advanced technologies such as artificial intelligence and IoT within urban planning and management frameworks.

One of the key growth factors driving the Drone-Based Smart City Asset Mapping market is the escalating demand for efficient infrastructure monitoring and management. As urbanization accelerates globally, city authorities and utility companies are prioritizing the modernization of aging infrastructure, optimizing resource allocation, and ensuring public safety. Drones equipped with high-resolution cameras, LiDAR, and advanced sensors enable precise mapping and real-time data acquisition, allowing stakeholders to identify maintenance needs, detect anomalies, and plan upgrades more effectively. This not only reduces operational costs but also minimizes human intervention in hazardous environments, further accelerating the adoption of drone-based solutions in smart city asset mapping.

Another significant growth enabler is the increasing sophistication and affordability of drone hardware and software platforms. The evolution of drone technology, including extended battery life, improved payload capacities, and enhanced data processing capabilities, has made drones more accessible to municipalities, government agencies, and private enterprises. Additionally, the integration of cloud-based analytics and AI-driven mapping software enables the rapid transformation of raw aerial data into actionable insights for urban planners, traffic managers, and utility operators. These advancements are fostering a more data-driven approach to urban management, aligning with the core objectives of smart city development.

Furthermore, the synergy between regulatory support and public-private partnerships is catalyzing the growth of the Drone-Based Smart City Asset Mapping market. Governments across regions such as North America, Europe, and Asia Pacific are actively promoting drone adoption through favorable regulations, funding for pilot projects, and the establishment of innovation hubs. These initiatives are not only enhancing the scalability of drone-based asset mapping solutions but also encouraging cross-sector collaboration. The result is a dynamic ecosystem where technology providers, urban planners, and regulatory authorities work together to unlock the full potential of drones in transforming urban landscapes.

From a regional perspective, North America currently leads the global market, accounting for the largest revenue share in 2024, followed closely by Europe and Asia Pacific. This dominance is attributed to the early adoption of smart city technologies, strong government support, and a mature ecosystem of drone technology providers in these regions. However, Asia Pacific is expected to exhibit the fastest growth rate over the forecast period, driven by rapid urbanization, significant investments in infrastructure development, and increasing government initiatives aimed at building sustainable and resilient cities. Latin America and the Middle East & Africa are also emerging as promising markets, with growing interest in leveraging drones for urban planning and public safety applications.

Component Analysis

The Component segment of the Drone-Based Smart City Asset Mapping market is divided into hardware, software, and services, each playing a crucial role in the overall value chain. Hardware remains the backbone of the market, encompassing drones, sensors, cameras, and related equipment. Technological advancements in drone airframes, battery tech

Cadastral Mapping Market Outlook

The global cadastral mapping market size was valued at approximately USD 4.2 billion in 2023 and is projected to reach around USD 7.9 billion by 2032, growing at a compound annual growth rate (CAGR) of 7.2% during the forecast period. This market growth can be attributed to increasing urbanization, rapid advancements in geospatial technologies, and the growing need for efficient land management systems across various regions.

The expansion of urban areas and the corresponding increase in the need for effective land management infrastructure are significant growth factors driving the cadastral mapping market. As urbanization accelerates globally, local governments and planning agencies require sophisticated tools to manage and record land ownership, boundaries, and property information. Enhanced geospatial technologies, including Geographic Information Systems (GIS) and remote sensing, are pivotal in facilitating accurate and efficient cadastral mapping, thus contributing to market growth.

Another key growth factor is the rising demand for infrastructure development. As nations invest in large-scale infrastructure projects such as roads, railways, and smart cities, there is an increased need for precise land data to ensure the proper allocation of resources and to avoid legal disputes. Cadastral mapping provides the critical data needed for these projects, hence its demand is surging. Additionally, governments worldwide are increasingly adopting digital platforms to streamline land administration processes, further propelling the market.

Furthermore, the agricultural sector is also significantly contributing to the growth of the cadastral mapping market. Modern agriculture relies heavily on accurate land parcel information for planning and optimizing crop production. By integrating cadastral maps with other geospatial data, farmers can improve land use efficiency, monitor crop health, and enhance yield predictions. This integration is particularly valuable in precision farming, which is becoming more prevalent as the world's population grows and the demand for food increases.

Regionally, Asia Pacific is expected to witness the highest growth in the cadastral mapping market. Factors such as rapid urbanization, extensive infrastructure development projects, and the need for improved land management are driving the demand in this region. Moreover, governments in countries like India and China are investing heavily in creating digital land records and implementing smart city initiatives, which further boosts the market. The North American and European markets are also substantial, driven by the advanced technological infrastructure and well-established land administration systems.

Component Analysis

The cadastral mapping market can be segmented by component into software, hardware, and services. The software segment holds a significant share in this market, driven by the increasing adoption of advanced GIS and mapping software solutions. These software solutions enable accurate land parcel mapping, data analysis, and integration with other geospatial data systems, making them indispensable tools for cadastral mapping. Companies are continuously innovating to provide more intuitive and comprehensive software solutions, which is expected to fuel growth in this segment.

Hardware components, including GPS devices, drones, and other surveying equipment, are also critical to the cadastral mapping market. The hardware segment is expected to grow steadily as technological advancements improve the accuracy and efficiency of these devices. Innovations such as high-resolution aerial imaging and LIDAR technology are enhancing the capabilities of cadastral mapping hardware, allowing for more detailed and precise data collection. This segment is particularly essential for field surveying and data acquisition, forming the backbone of cadastral mapping projects.

The services segment encompasses a wide range of offerings, including consulting, implementation, and maintenance services. Professional services are vital for the successful deployment and operation of cadastral mapping systems. Governments and private sector organizations often rely on specialized service providers to implement these systems, train personnel, and ensure ongoing support. As the complexity of cadastral mapping projects increases, the demand for expert services is also expected to rise, contributing to the growth of this segment.

Integration services are another critical component within the

Analysis of the projects proposed by the seven finalists to USDOT's Smart City Challenge, including challenge addressed, proposed project category, and project description.

The time reported for the speed profiles are between 2:00PM to 8:00PM in increments of 10 minutes.

The digital map market, currently valued at $25.55 billion in 2025, is experiencing robust growth, projected to expand at a compound annual growth rate (CAGR) of 13.39% from 2025 to 2033. This expansion is fueled by several key factors. The increasing adoption of location-based services (LBS) across various sectors, including transportation, logistics, and e-commerce, is a primary driver. Furthermore, the proliferation of smartphones and connected devices, coupled with advancements in GPS technology and mapping software, continues to fuel market growth. The rising demand for high-resolution, real-time mapping data for autonomous vehicles and smart city initiatives also significantly contributes to market expansion. Competition among established players like Google, TomTom, and ESRI, alongside emerging innovative companies, is fostering continuous improvement in map accuracy, functionality, and data accessibility. This competitive landscape drives innovation and lowers costs, making digital maps increasingly accessible to a broader range of users and applications. However, market growth is not without its challenges. Data security and privacy concerns surrounding the collection and use of location data represent a significant restraint. Ensuring data accuracy and maintaining up-to-date map information in rapidly changing environments also pose operational hurdles. Regulatory compliance with differing data privacy laws across various jurisdictions adds another layer of complexity. Despite these challenges, the long-term outlook for the digital map market remains positive, driven by the relentless integration of location intelligence into nearly every facet of modern life, from personal navigation to complex enterprise logistics solutions. The market's segmentation (although not explicitly provided) likely includes various map types (e.g., road maps, satellite imagery, 3D maps), pricing models (subscriptions, one-time purchases), and industry verticals served. This diversified market structure further underscores its resilience and potential for sustained growth. Recent developments include: December 2022 - The Linux Foundation has partnered with some of the biggest technology companies in the world to build interoperable and open map data in what is an apparent move t. The Overture Maps Foundation, as the new effort is called, is officially hosted by the Linux Foundation. The ultimate aim of the Overture Maps Foundation is to power new map products through openly available datasets that can be used and reused across applications and businesses, with each member throwing their data and resources into the mix., July 27, 2022 - Google declared the launch of its Street View experience in India in collaboration with Genesys International, an advanced mapping solutions company, and Tech Mahindra, a provider of digital transformation, consulting, and business re-engineering solutions and services. Google, Tech Mahindra, and Genesys International also plan to extend this to more than around 50 cities by the end of the year 2022.. Key drivers for this market are: Growth in Application for Advanced Navigation System in Automotive Industry, Surge in Demand for Geographic Information System (GIS); Increased Adoption of Connected Devices and Internet. Potential restraints include: Growth in Application for Advanced Navigation System in Automotive Industry, Surge in Demand for Geographic Information System (GIS); Increased Adoption of Connected Devices and Internet. Notable trends are: Surge in Demand for GIS and GNSS to Influence the Adoption of Digital Map Technology.

The high-precision 3D map market is experiencing robust growth, driven by the increasing adoption of autonomous vehicles, smart city initiatives, and the expanding real estate industry's reliance on accurate spatial data. The market, currently estimated at $5 billion in 2025, is projected to witness a Compound Annual Growth Rate (CAGR) of 25% from 2025 to 2033. This significant growth is fueled by advancements in sensor technologies (LiDAR, cameras, IMU), improved data processing capabilities, and the decreasing cost of data acquisition and storage. The demand for highly accurate and detailed 3D maps is further amplified by the need for safer and more efficient autonomous navigation systems, precise urban planning, and realistic virtual representations for real estate marketing and property management. The market is segmented by crowdsourcing and centralized mapping models, as well as various applications like automated driving, smart cities, and the real estate sector, each exhibiting varying growth trajectories. The centralized model currently dominates due to higher accuracy and data control, though crowdsourcing is gaining traction for cost-effectiveness and data diversity. The competitive landscape is characterized by a mix of established players like TomTom, HERE Technologies, and Baidu Maps, alongside innovative startups such as CivilMaps and Ecoopia AI. These companies are constantly innovating to improve map accuracy, expand data coverage, and develop new applications. Geographic growth is expected to be strong across North America and Europe, driven by early adoption of autonomous vehicle technologies and robust infrastructure investment. Asia-Pacific is also poised for significant growth, especially in China and India, due to rapid urbanization and increasing investment in smart city projects. However, challenges such as data privacy concerns, high initial investment costs, and the need for ongoing map updates pose potential restraints to market growth. Addressing these challenges will be critical for sustained market expansion in the coming years.

Globally available, ON-DEMAND noise pollution maps generated from real-world measurements (our sample dataset) and AI interpolation. Unlike any other available noise-level data sets! GIS-ready, high-resolution visuals for real estate platforms, government dashboards, and smart city applications.

Smart City Mission is an initiative of Govt. of India. This layer provides boundary of 100 smart cities announced till fourth round. Source of information is http://smartcities.gov.in/content/innerpage/city-wise-projects-under-smart-cities-mission.phpPoint data has been extracted from OpenStreetMap. Please refer OSM website for more details on data contributors.

Location and HD Map Unit Market Outlook

The global market size for Location and HD Map Unit was valued at $8.3 billion in 2023 and is projected to reach $26.4 billion by 2032, growing at a compound annual growth rate (CAGR) of 13.8% from 2024 to 2032. This robust growth is primarily driven by advancements in autonomous driving technologies, increasing integration of Artificial Intelligence (AI) in navigation systems, and the rising demand for high-precision mapping solutions across various industries.

One of the primary growth factors for the Location and HD Map Unit market is the surge in demand for autonomous vehicles. Automotive manufacturers and technology providers are heavily investing in developing self-driving cars, which rely on accurate and real-time location data as well as HD maps. These maps are essential for the proper functioning of advanced driver assistance systems (ADAS) that ensure the safety and efficiency of autonomous driving. The growing emphasis on reducing traffic accidents and enhancing road safety is also a key driver for market growth.

Another significant factor propelling market expansion is the rise of smart cities. Governments and urban planners are increasingly focusing on integrating cutting-edge technologies to improve urban infrastructure and transportation. Location and HD map units play a crucial role in the development of smart city initiatives by providing precise geospatial data that helps in efficient traffic management, urban planning, and the deployment of public services. The increasing adoption of Internet of Things (IoT) technologies further amplifies the need for high-accuracy mapping solutions.

Moreover, the logistics and fleet management sectors are witnessing substantial growth due to the adoption of Location and HD map units. With the advent of e-commerce and the need for efficient delivery systems, logistics companies are leveraging high-definition maps to optimize their routes, reduce delivery times, and enhance customer satisfaction. Fleet management systems also benefit from real-time mapping solutions for effective vehicle tracking, fuel management, and predictive maintenance, thereby driving the market forward.

High Accuracy Map technology is becoming increasingly vital in the development of autonomous vehicles and smart city infrastructures. These maps provide precise geospatial data that is crucial for navigation and real-time decision-making. By offering detailed information about road conditions, traffic patterns, and environmental factors, High Accuracy Maps enable vehicles to operate safely and efficiently in complex urban environments. The integration of AI and machine learning further enhances the capabilities of these maps, allowing for continuous updates and improvements in accuracy. As the demand for autonomous driving and smart city solutions grows, the importance of High Accuracy Maps in ensuring seamless and safe navigation cannot be overstated.

From a regional perspective, North America holds the dominant share in the Location and HD Map Unit market, thanks to the presence of major technology companies and automotive giants. The region's well-established infrastructure and early adoption of advanced technologies contribute to its leading position. However, Asia Pacific is expected to witness the highest growth rate during the forecast period owing to rapid urbanization, increasing investments in smart cities, and the burgeoning automotive sector, particularly in countries like China, Japan, and South Korea.

Component Analysis

The Location and HD Map Unit market is segmented by component into hardware, software, and services. The hardware segment includes sensors, cameras, and LiDAR systems, which are crucial for capturing real-time data for mapping. The software segment encompasses the algorithms and platforms used for processing and analyzing the collected data to create high-definition maps. Services include installation, maintenance, and consulting services offered by solution providers.

In the hardware segment, sensors and LiDAR systems are witnessing significant demand due to their ability to capture high-resolution spatial data. These components are essential for the functioning of autonomous vehicles and robotics. The growing adoption of LiDAR technology in various applications such as automotive, drones, and smart cities is contributing to the expansion of the hardware segment. Additionally, advancements in sensor tec

The high-precision mapping market is experiencing robust growth, driven by the increasing adoption of autonomous vehicles (AVs), advanced driver-assistance systems (ADAS), and the burgeoning need for precise location data across various industries. The market, estimated at $2 billion in 2025, is projected to experience a Compound Annual Growth Rate (CAGR) of approximately 20% during the forecast period (2025-2033), reaching an estimated market value of $10 billion by 2033. This significant expansion is fueled by several key factors, including the continuous improvement in sensor technology (LiDAR, radar, cameras), the development of sophisticated mapping algorithms and AI-powered data processing, and increasing government investments in smart city initiatives. Major players like HERE, TomTom, and Mobileye are leading the charge, constantly innovating and expanding their offerings to cater to the growing demand. However, challenges remain, including the high cost of data acquisition and processing, the need for robust data security and privacy measures, and the complexity of creating and maintaining accurate, up-to-date maps across diverse geographical locations. The segmentation of the high-precision mapping market reveals a diverse landscape, with key segments likely including mapping solutions for autonomous driving, ADAS, robotics, and urban planning. Regional growth is anticipated to be largely driven by North America and Europe, given the significant investments in autonomous vehicle technology and well-established infrastructure in these regions. However, other regions, such as Asia-Pacific, are expected to show substantial growth as investment in autonomous driving and smart city initiatives accelerates. The competitive landscape is dynamic, with both established players and emerging startups vying for market share. Strategic partnerships and acquisitions are likely to play a crucial role in shaping the future of this rapidly evolving market. The continued development of 5G and edge computing technologies will further accelerate innovation and create new opportunities for growth within this sector.

The Location and HD-MAP Unit market is experiencing robust growth, driven by the increasing adoption of autonomous vehicles, advanced driver-assistance systems (ADAS), and the expansion of smart city initiatives. The market size in 2025 is estimated at $15 billion, reflecting a significant increase from previous years. Considering a conservative Compound Annual Growth Rate (CAGR) of 18% from 2025 to 2033, the market is projected to reach approximately $60 billion by 2033. This substantial growth is fueled by several key factors. The continuous development of high-precision mapping technologies is crucial for enabling the functionality of autonomous vehicles. Furthermore, the demand for location-based services across various sectors, including logistics, transportation, and entertainment, is steadily expanding. Government initiatives promoting the development of smart cities and infrastructure projects also significantly contribute to market expansion. However, challenges remain. High initial investment costs associated with HD map creation and maintenance pose a barrier to entry for smaller players. Data privacy concerns and the need for robust cybersecurity measures also necessitate significant investment and careful consideration. Competition among established players such as TomTom, HERE Technologies, and NVIDIA is intense, requiring continuous innovation and strategic partnerships to maintain market share. The market landscape is dynamic, with new entrants constantly emerging and technological advancements rapidly shaping the competitive environment. Despite these challenges, the long-term outlook for the Location and HD-MAP Unit market remains exceptionally positive, driven by the sustained growth of related technologies and the increasing demand for precise location data across multiple sectors.

High Precision Smart Travel Digital Map Market Outlook

The global High Precision Smart Travel Digital Map market size was valued at approximately USD 5.4 billion in 2023 and is expected to reach around USD 11.2 billion by 2032, growing at a Compound Annual Growth Rate (CAGR) of 8.4% during the forecast period. This remarkable growth trajectory can be attributed to the increasing demand for accurate and real-time navigation solutions, advancements in mapping technology, and the proliferation of smart devices.

One of the primary growth factors for the High Precision Smart Travel Digital Map market is the rapid integration of these maps into various smart devices, including smartphones, tablets, and in-car navigation systems. As consumers become more reliant on digital maps for daily commuting and traveling, the demand for high-precision maps that offer real-time updates and accurate route information is surging. The advent of autonomous vehicles and connected cars is further propelling this demand, as these technologies require precise mapping data to ensure safety and efficiency.

Another significant driver is the increasing adoption of Geographic Information System (GIS) and Global Positioning System (GPS) technologies across multiple sectors. Industries such as transportation, logistics, and tourism are leveraging these technologies to enhance their operational efficiency and provide better services to their customers. For instance, logistics companies use high-precision digital maps to optimize delivery routes, reducing fuel consumption and delivery times. Similarly, the tourism industry utilizes these maps to offer tourists detailed information about destinations, improving their travel experience.

The growing emphasis on smart city initiatives worldwide is also contributing to the market's growth. Governments and municipal bodies are investing heavily in digital infrastructure to create smarter, more connected urban environments. High precision smart travel digital maps play a crucial role in these initiatives by providing accurate data for urban planning, traffic management, and public transportation systems. Additionally, the advent of 5G technology is expected to enhance the capabilities of these maps by enabling faster data transmission and more reliable connectivity.

The role of Digital Map Service providers has become increasingly vital in this evolving landscape. These services offer comprehensive mapping solutions that cater to various industries, from logistics to tourism. By providing real-time data and seamless integration with other digital platforms, Digital Map Services enhance the user experience and operational efficiency. As businesses and consumers alike demand more sophisticated and interactive mapping solutions, the importance of reliable Digital Map Services continues to grow. This trend is further amplified by the rise of smart cities and the need for precise navigation tools in urban environments.

Regionally, North America holds a significant share of the High Precision Smart Travel Digital Map market, driven by the presence of major technology companies and high consumer adoption rates. The Asia Pacific region is anticipated to witness the highest growth rate during the forecast period, fueled by rapid urbanization, increasing smartphone penetration, and government initiatives aimed at developing smart cities. Europe also represents a substantial market, supported by advanced infrastructure and a strong emphasis on technological innovation.

Component Analysis

The High Precision Smart Travel Digital Map market is segmented by component into software, hardware, and services. The software segment encompasses mapping and navigation software that provides users with accurate and up-to-date travel information. This segment is expected to dominate the market due to the increasing use of mobile applications and in-car navigation systems. Companies are continuously enhancing their software offerings with features like real-time traffic updates, 3D mapping, and augmented reality, making them indispensable tools for modern travelers.

Hardware components include GPS devices, sensors, and other equipment used to collect and process mapping data. While the hardware segment is essential for the functioning of digital maps, it is expected to grow at a moderate pace compared to software and services. The ongoing innovation in sensor technology and the integration of advanced hardware

The high-precision 3D map market is experiencing rapid growth, driven by the increasing adoption of autonomous vehicles, smart city initiatives, and the expanding real estate industry. These applications demand highly accurate and detailed 3D representations of the environment for navigation, planning, and management purposes. The market's complexity is reflected in its diverse segmentation, encompassing both crowdsourcing and centralized mapping models, catering to various applications including automated driving, smart cities, and real estate. While precise market size figures for 2025 are not provided, a reasonable estimate, considering the current market trends and growth rates in related sectors like autonomous driving and mapping technology, would place the market value at approximately $8 billion in 2025. Assuming a Compound Annual Growth Rate (CAGR) of 20% – a figure reflective of the rapid technological advancements and increasing demand in this field – the market is projected to reach a substantial size within the forecast period (2025-2033). This growth is further fueled by continuous improvements in sensor technologies, data processing capabilities, and the development of advanced algorithms for map creation and updating. Key restraints to market growth include the high cost of data acquisition and processing, challenges associated with data accuracy and consistency across different regions, and concerns regarding data privacy and security. Nevertheless, the technological advancements and increasing demand from various sectors are likely to outweigh these challenges, driving sustained market expansion. The competition in the market is fierce, with a mix of established players like TomTom and HERE Technologies, alongside innovative startups like CivilMaps and Ecoopia AI. This competitive landscape encourages innovation and accelerates market development, ensuring the continuous evolution of high-precision 3D mapping technology.

A 3.6 million-token corpus of smart cities literature. It is sourced from two primary domains: peer-reviewed articles indexed in Scopus and Web of Science (2015–2025) and technical reports from the UN-Habitat digital repository (2010–2025). The project aims to: Identify core academic vocabulary related to smart cities.Extract pedagogically significant words, collocations, and lexical bundles.Map the professional jargon used in the field of smart cities.4. Guide future applied linguistics research in the relevant domain.

The Trust for Public Land's Climate-Smart Cities Program is founded on the principle that to respond to climate change, cities must restore natural functions of the land by weaving green elements into the built environment. The Climate Smart Cities Program helps cities meet the challenges through the development of spatial data and decision support tools that translate the goals from a city’s strategic climate planning into priority sites for green infrastructure development. The Climate Smart Cities Program categorizes these strategies under the climate objectives of Connecting, Cooling, Absorbing, and Protecting.Data interpretation:5 = Very High Priority for Green Infrastructure4 = High Priority for Green Infrastructure3 = Medium Priority for Green Infrastructure0-2 = Low ValueValues 3, 4, and 5 should be used when assessing highest prioritization from the model.

The global urban planning apps market, valued at $76.9 million in 2025, is projected to experience robust growth, driven by increasing urbanization, the need for efficient resource management, and the rising adoption of digital technologies in urban planning. A Compound Annual Growth Rate (CAGR) of 7.3% from 2025 to 2033 suggests a significant market expansion. Key drivers include the need for sustainable urban development, improved citizen engagement through participatory planning platforms, and the ability of these apps to streamline complex processes like zoning and permitting. Trends like the integration of advanced analytics (e.g., predictive modeling for infrastructure needs), the incorporation of 3D visualization for better stakeholder communication, and the growing use of mobile-first solutions are further fueling market growth. While the market faces restraints such as data security concerns and the need for robust digital infrastructure in certain regions, the overall growth trajectory remains positive. The market segmentation reveals strong demand from both large enterprises and SMEs, with iOS and Android platforms dominating the app landscape. The regional breakdown shows significant market potential across North America and Europe, with emerging markets in Asia Pacific also contributing to the overall growth. The competitive landscape is dynamic, featuring established players like Esri (ArcGIS Collector) and Autodesk (AutoCAD 360) alongside innovative startups offering specialized solutions. The continued advancement of mobile technologies, coupled with increasing government initiatives promoting smart city development, will significantly impact market growth. The rising availability of high-quality geospatial data, and the integration of artificial intelligence (AI) and machine learning (ML) for optimizing urban planning processes, are poised to transform the industry. The focus on creating user-friendly interfaces that cater to various stakeholders, from planners to citizens, will be critical in ensuring broader adoption. Furthermore, collaborations between technology companies and urban planning agencies will be instrumental in driving innovation and accelerating market expansion. The market's future hinges on the successful integration of technology with established urban planning practices, creating a more efficient, sustainable, and participatory urban development process.

This dataset compiles a comprehensive database containing 90,327 street segments in New York City, covering their street design features, streetscape design, Vision Zero treatments, and neighborhood land use. It has two scales-street and street segment group (aggregation of same type of street at neighborhood). This dataset is derived based on all publicly available data, most from NYC Open Data. The detailed methods can be found in the published paper, Pedestrian and Car Occupant Crash Casualties Over a 9-Year Span of Vision Zero in New York City. To use it, please refer to the metadata file for more information and cite our work. A full list of raw data source can be found below:

Motor Vehicle Collisions – NYC Open Data: https://data.cityofnewyork.us/Public-Safety/Motor-Vehicle-Collisions-Crashes/h9gi-nx95

Citywide Street Centerline (CSCL) – NYC Open Data: https://data.cityofnewyork.us/City-Government/NYC-Street-Centerline-CSCL-/exjm-f27b

NYC Building Footprints – NYC Open Data: https://data.cityofnewyork.us/Housing-Development/Building-Footprints/nqwf-w8eh

Practical Canopy for New York City: https://zenodo.org/record/6547492

New York City Bike Routes – NYC Open Data: https://data.cityofnewyork.us/Transportation/New-York-City-Bike-Routes/7vsa-caz7

Sidewalk Widths NYC (originally from Sidewalk – NYC Open Data): https://www.sidewalkwidths.nyc/

LION Single Line Street Base Map - The NYC Department of City Planning (DCP): https://www.nyc.gov/site/planning/data-maps/open-data/dwn-lion.page

NYC Planimetric Database Median – NYC Open Data: https://data.cityofnewyork.us/Transportation/NYC-Planimetrics/wt4d-p43d

NYC Vision Zero Open Data (including multiple datasets including all the implementations): https://www.nyc.gov/content/visionzero/pages/open-data

NYS Traffic Data - New York State Department of Transportation Open Data: https://data.ny.gov/Transportation/NYS-Traffic-Data-Viewer/7wmy-q6mb

Smart Location Database - US Environmental Protection Agency: https://www.epa.gov/smartgrowth/smart-location-mapping

Race and ethnicity in area - American Community Survey (ACS): https://www.census.gov/programs-surveys/acs

The Trust for Public Land's Climate-Smart Cities Program is founded on the principle that to respond to climate change, cities must restore natural functions of the land by weaving green elements into the built environment. The Climate Smart Cities Program helps cities meet the challenges through the development of spatial data and decision support tools that translate the goals from a city’s strategic climate planning into priority sites for green infrastructure development. The Climate Smart Cities Program categorizes these strategies under the climate objectives of Connecting, Cooling, Absorbing, and Protecting.Data interpretation:5 = Very High Priority for Green Infrastructure4 = High Priority for Green Infrastructure3 = Medium Priority for Green Infrastructure0-2 = Low ValueValues 3, 4, and 5 should be used when assessing highest prioritization from the model.

This dataset contains data collected during a study "Transparency of open data ecosystems in smart cities: Definition and assessment of the maturity of transparency in 22 smart cities" (Sustainable Cities and Society (SCS), vol.82, 103906) conducted by Martin Lnenicka (University of Pardubice), Anastasija Nikiforova (University of Tartu), Mariusz Luterek (University of Warsaw), Otmane Azeroual (German Centre for Higher Education Research and Science Studies), Dandison Ukpabi (University of Jyväskylä), Visvaldis Valtenbergs (University of Latvia), Renata Machova (University of Pardubice).

This study inspects smart cities’ data portals and assesses their compliance with transparency requirements for open (government) data by means of the expert assessment of 34 portals representing 22 smart cities, with 36 features.

It being made public both to act as supplementary data for the paper and in order for other researchers to use these data in their own work potentially contributing to the improvement of current data ecosystems and build sustainable, transparent, citizen-centered, and socially resilient open data-driven smart cities.

Purpose of the expert assessment The data in this dataset were collected in the result of the applying the developed benchmarking framework for assessing the compliance of open (government) data portals with the principles of transparency-by-design proposed by Lněnička and Nikiforova (2021)* to 34 portals that can be considered to be part of open data ecosystems in smart cities, thereby carrying out their assessment by experts in 36 features context, which allows to rank them and discuss their maturity levels and (4) based on the results of the assessment, defining the components and unique models that form the open data ecosystem in the smart city context.

Methodology Sample selection: the capitals of the Member States of the European Union and countries of the European Economic Area were selected to ensure a more coherent political and legal framework. They were mapped/cross-referenced with their rank in 5 smart city rankings: IESE Cities in Motion Index, Top 50 smart city governments (SCG), IMD smart city index (SCI), global cities index (GCI), and sustainable cities index (SCI). A purposive sampling method and systematic search for portals was then carried out to identify relevant websites for each city using two complementary techniques: browsing and searching. To evaluate the transparency maturity of data ecosystems in smart cities, we have used the transparency-by-design framework (Lněnička & Nikiforova, 2021)*. The benchmarking supposes the collection of quantitative data, which makes this task an acceptability task. A six-point Likert scale was applied for evaluating the portals. Each sub-dimension was supplied with its description to ensure the common understanding, a drop-down list to select the level at which the respondent (dis)agree, and a comment to be provided, which has not been mandatory. This formed a protocol to be fulfilled on every portal. Each sub-dimension/feature was assessed using a six-point Likert scale, where strong agreement is assessed with 6 points, while strong disagreement is represented by 1 point. Each website (portal) was evaluated by experts, where a person is considered to be an expert if a person works with open (government) data and data portals daily, i.e., it is the key part of their job, which can be public officials, researchers, and independent organizations. In other words, compliance with the expert profile according to the International Certification of Digital Literacy (ICDL) and its derivation proposed in Lněnička et al. (2021)* is expected to be met. When all individual protocols were collected, mean values and standard deviations (SD) were calculated, and if statistical contradictions/inconsistencies were found, reassessment took place to ensure individual consistency and interrater reliability among experts’ answers. *Lnenicka, M., & Nikiforova, A. (2021). Transparency-by-design: What is the role of open data portals?. Telematics and Informatics, 61, 101605 *Lněnička, M., Machova, R., Volejníková, J., Linhartová, V., Knezackova, R., & Hub, M. (2021). Enhancing transparency through open government data: the case of data portals and their features and capabilities. Online Information Review.

Test procedure (1) perform an assessment of each dimension using sub-dimensions, mapping out the achievement of each indicator (2) all sub-dimensions in one dimension are aggregated, and then the average value is calculated based on the number of sub-dimensions – the resulting average stands for a dimension value - eight values per portal (3) the average value from all dimensions are calculated and then mapped to the maturity level – this value of each portal is also used to rank the portals.

Description of the data in this data set Sheet#1 "comparison_overall" provides results by portal Sheet#2 "comparison_category" provides results by portal and category Sheet#3 "category_subcategory" provides list of categories and its elements

Format of the file .xls

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