48 datasets found
  1. a

    Nearmap Latest

    • hub.arcgis.com
    Updated Jul 10, 2020
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    City of Eagan, MN (2020). Nearmap Latest [Dataset]. https://hub.arcgis.com/maps/c6b07baced244a1ca8cae4486039a083
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    Dataset updated
    Jul 10, 2020
    Dataset authored and provided by
    City of Eagan, MN
    Area covered
    Description

    Most recent Nearmap aerial imagery. See Nearmap for more information: https://www.nearmap.com/au/en

  2. NEA NEARMAP LTD (Forecast)

    • kappasignal.com
    Updated Feb 23, 2023
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    KappaSignal (2023). NEA NEARMAP LTD (Forecast) [Dataset]. https://www.kappasignal.com/2023/02/nea-nearmap-ltd.html
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    Dataset updated
    Feb 23, 2023
    Dataset authored and provided by
    KappaSignal
    License

    https://www.kappasignal.com/p/legal-disclaimer.htmlhttps://www.kappasignal.com/p/legal-disclaimer.html

    Description

    This analysis presents a rigorous exploration of financial data, incorporating a diverse range of statistical features. By providing a robust foundation, it facilitates advanced research and innovative modeling techniques within the field of finance.

    NEA NEARMAP LTD

    Financial data:

    • Historical daily stock prices (open, high, low, close, volume)

    • Fundamental data (e.g., market capitalization, price to earnings P/E ratio, dividend yield, earnings per share EPS, price to earnings growth, debt-to-equity ratio, price-to-book ratio, current ratio, free cash flow, projected earnings growth, return on equity, dividend payout ratio, price to sales ratio, credit rating)

    • Technical indicators (e.g., moving averages, RSI, MACD, average directional index, aroon oscillator, stochastic oscillator, on-balance volume, accumulation/distribution A/D line, parabolic SAR indicator, bollinger bands indicators, fibonacci, williams percent range, commodity channel index)

    Machine learning features:

    • Feature engineering based on financial data and technical indicators

    • Sentiment analysis data from social media and news articles

    • Macroeconomic data (e.g., GDP, unemployment rate, interest rates, consumer spending, building permits, consumer confidence, inflation, producer price index, money supply, home sales, retail sales, bond yields)

    Potential Applications:

    • Stock price prediction

    • Portfolio optimization

    • Algorithmic trading

    • Market sentiment analysis

    • Risk management

    Use Cases:

    • Researchers investigating the effectiveness of machine learning in stock market prediction

    • Analysts developing quantitative trading Buy/Sell strategies

    • Individuals interested in building their own stock market prediction models

    • Students learning about machine learning and financial applications

    Additional Notes:

    • The dataset may include different levels of granularity (e.g., daily, hourly)

    • Data cleaning and preprocessing are essential before model training

    • Regular updates are recommended to maintain the accuracy and relevance of the data

  3. A

    Aerial Imagery Technology Report

    • datainsightsmarket.com
    doc, pdf, ppt
    Updated May 28, 2025
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    Data Insights Market (2025). Aerial Imagery Technology Report [Dataset]. https://www.datainsightsmarket.com/reports/aerial-imagery-technology-1959041
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    doc, pdf, pptAvailable download formats
    Dataset updated
    May 28, 2025
    Dataset authored and provided by
    Data Insights Market
    License

    https://www.datainsightsmarket.com/privacy-policyhttps://www.datainsightsmarket.com/privacy-policy

    Time period covered
    2025 - 2033
    Area covered
    Global
    Variables measured
    Market Size
    Description

    The aerial imagery technology market is experiencing robust growth, driven by increasing demand across various sectors. The market, estimated at $5 billion in 2025, is projected to exhibit a Compound Annual Growth Rate (CAGR) of 15% between 2025 and 2033, reaching approximately $15 billion by 2033. This expansion is fueled by several key factors. Firstly, the widespread adoption of drones and advanced sensor technologies is significantly lowering the cost and improving the efficiency of data acquisition. Secondly, the increasing need for precise geospatial data in sectors like agriculture (precision farming), construction (site surveying and monitoring), infrastructure development (planning and asset management), and environmental monitoring (disaster response and resource management) is boosting market demand. Furthermore, the development and deployment of sophisticated analytics platforms capable of processing and interpreting the vast amounts of data generated by aerial imagery are enhancing the value proposition for end-users. Significant market trends include the growing integration of Artificial Intelligence (AI) and Machine Learning (ML) for automated image analysis, the rise of cloud-based platforms for data storage and processing, and the increasing use of high-resolution sensors, such as hyperspectral and LiDAR, for more detailed and comprehensive data capture. While data security and privacy concerns pose potential restraints, ongoing technological advancements and regulatory efforts aim to mitigate these risks. Key players like EagleView Technologies, Fugro, and Nearmap are actively shaping the market landscape through innovation and strategic partnerships, solidifying their positions in this rapidly evolving technological space. The market is segmented geographically, with North America and Europe currently holding significant market share, although growth is anticipated in emerging markets in Asia-Pacific and Latin America.

  4. a

    nearmap us

    • arc-gis-hub-home-arcgishub.hub.arcgis.com
    • hub.arcgis.com
    Updated Aug 3, 2021
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    City of Eagan, MN (2021). nearmap us [Dataset]. https://arc-gis-hub-home-arcgishub.hub.arcgis.com/datasets/ae14c525272948128d1cb317a665fc3c
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    Dataset updated
    Aug 3, 2021
    Dataset authored and provided by
    City of Eagan, MN
    Area covered
    Description

    nearmap_us

  5. A

    Aerial Imagery Report

    • datainsightsmarket.com
    doc, pdf, ppt
    Updated May 17, 2025
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    Data Insights Market (2025). Aerial Imagery Report [Dataset]. https://www.datainsightsmarket.com/reports/aerial-imagery-501381
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    pdf, doc, pptAvailable download formats
    Dataset updated
    May 17, 2025
    Dataset authored and provided by
    Data Insights Market
    License

    https://www.datainsightsmarket.com/privacy-policyhttps://www.datainsightsmarket.com/privacy-policy

    Time period covered
    2025 - 2033
    Area covered
    Global
    Variables measured
    Market Size
    Description

    The aerial imagery market, valued at $5,297 million in 2025, is projected to experience robust growth, exhibiting a compound annual growth rate (CAGR) of 8.9% from 2025 to 2033. This expansion is fueled by several key drivers. The increasing adoption of drones and advanced sensor technologies is significantly reducing acquisition costs and improving image resolution and accuracy, making aerial imagery more accessible across diverse sectors. Furthermore, the rising need for precise geospatial data in urban planning, construction, and agriculture is driving demand. Government initiatives promoting infrastructure development and smart city projects further contribute to market growth. Specific applications like precision agriculture, where aerial imagery assists in optimizing crop yields and resource management, are experiencing particularly rapid growth. The market is also witnessing increasing integration of AI and machine learning for automated image analysis, leading to faster processing and more valuable insights derived from the data. However, certain restraints could potentially hinder market growth. Data security and privacy concerns, particularly concerning the use of imagery in sensitive areas, remain a challenge. Regulations governing drone usage and data acquisition vary across regions, introducing complexity and compliance costs. Furthermore, the market's dependence on favorable weather conditions for data collection and the high initial investment required for specialized equipment and software can be barriers to entry for smaller players. Nonetheless, the overall market outlook remains positive, driven by ongoing technological advancements, increased adoption across various sectors, and government support for initiatives requiring high-quality geospatial data. Segmentation within the market showcases strong growth across application areas such as urban planning, real estate, and agriculture, with vertical imagery currently dominating the type segment.

  6. P

    Photogrammetry Software Market Report

    • marketreportanalytics.com
    doc, pdf, ppt
    Updated Jun 22, 2025
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    Market Report Analytics (2025). Photogrammetry Software Market Report [Dataset]. https://www.marketreportanalytics.com/reports/photogrammetry-software-market-91453
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    pdf, doc, pptAvailable download formats
    Dataset updated
    Jun 22, 2025
    Dataset authored and provided by
    Market Report Analytics
    License

    https://www.marketreportanalytics.com/privacy-policyhttps://www.marketreportanalytics.com/privacy-policy

    Time period covered
    2025 - 2033
    Area covered
    Global
    Variables measured
    Market Size
    Description

    The Photogrammetry Software market is experiencing robust growth, projected to reach $2.9 billion in 2025 and exhibiting a Compound Annual Growth Rate (CAGR) of 16.98% from 2025 to 2033. This expansion is fueled by several key factors. The increasing adoption of drones and advanced imaging sensors provides significantly more affordable and accessible data acquisition for various applications. This, combined with the rising demand for precise 3D models and accurate measurements across diverse industries such as construction, surveying, and mapping, is a major catalyst for market growth. Furthermore, advancements in software algorithms and processing power are enabling faster and more efficient processing of large datasets, leading to quicker turnaround times and cost savings. The market is also witnessing an increase in cloud-based solutions, which offer enhanced scalability, accessibility, and collaboration capabilities. Competitive landscape analysis reveals a blend of established players like Fugro and Nearmap, along with innovative startups like Dronegenuity and Aerobotics, driving both innovation and market consolidation. The market segmentation, although not explicitly provided, can be logically inferred. We can anticipate segments based on software type (e.g., desktop, cloud-based), application (e.g., surveying, construction, agriculture), and industry vertical (e.g., infrastructure, mining, environmental monitoring). Geographic segmentation will also play a role, with regions like North America and Europe expected to hold significant market share initially, followed by growth in Asia-Pacific and other emerging markets driven by infrastructure development and urbanization. While restraining factors may include the high initial investment costs for some software solutions and the need for skilled professionals, the overall growth trajectory of the market is anticipated to remain positive, driven by the significant advantages offered by photogrammetry in various sectors. Recent developments include: • May 2023: Inspired Flight Technologies and Phase One launched a novel plug-and-play solution that combines aerial photography with flexible operations to satisfy various surveying and inspection demands. Phase One is a major global developer and manufacturer of medium- and large-format aerial photography systems. At the same time, Inspired Flight Technologies is a commercial small uncrewed aerial systems (UAS) company., • March 2023: UP42, a geospatial developer platform and marketplace, significantly expanded its aerial imagery and elevation data portfolio through a partnership with Vexcel, a photogrammetric and remote sensing company. Vexcel's aerial data collection initiative is significant worldwide, capturing ultra-high-resolution imagery (at 7.5 to 15 cm resolution) and geospatial data in more than 30 countries., . Key drivers for this market are: Rise of Location-based Services, Increasing Demand from Diversified Applications. Potential restraints include: Rise of Location-based Services, Increasing Demand from Diversified Applications. Notable trends are: The Government is Expected to be the Largest End User of Aerial Imaging.

  7. A

    Aerial Imaging and Mapping Report

    • datainsightsmarket.com
    doc, pdf, ppt
    Updated May 2, 2025
    + more versions
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    Data Insights Market (2025). Aerial Imaging and Mapping Report [Dataset]. https://www.datainsightsmarket.com/reports/aerial-imaging-and-mapping-1945087
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    ppt, doc, pdfAvailable download formats
    Dataset updated
    May 2, 2025
    Dataset authored and provided by
    Data Insights Market
    License

    https://www.datainsightsmarket.com/privacy-policyhttps://www.datainsightsmarket.com/privacy-policy

    Time period covered
    2025 - 2033
    Area covered
    Global
    Variables measured
    Market Size
    Description

    The aerial imaging and mapping market is experiencing robust growth, driven by increasing demand across diverse sectors. Government agencies leverage this technology for infrastructure monitoring, urban planning, and disaster response. The military and defense sectors utilize it for surveillance, reconnaissance, and target acquisition. The energy sector employs aerial imaging for pipeline inspections, renewable energy site assessments, and resource exploration. Precision agriculture benefits from detailed crop analysis and yield optimization, while civil engineering uses it for project planning, construction monitoring, and asset management. Commercial enterprises are increasingly adopting aerial imaging for real estate assessments, construction progress tracking, and marketing purposes. The market is segmented by platform type, with unmanned aerial vehicles (UAVs or drones) experiencing rapid adoption due to their cost-effectiveness and ease of deployment. Helicopters and fixed-wing aircraft continue to play crucial roles in large-scale projects requiring longer flight durations and heavier payloads. Technological advancements, including higher-resolution sensors, improved data processing capabilities, and AI-powered analytics, are fueling market expansion. Despite these positive trends, challenges remain. High initial investment costs associated with equipment and specialized software can act as a barrier to entry for smaller companies. Data privacy and security concerns necessitate robust regulatory frameworks and ethical considerations. Furthermore, weather dependency and airspace regulations can limit operational efficiency. However, the overall market outlook remains optimistic, projecting a significant expansion over the forecast period (2025-2033). The increasing availability of user-friendly software, coupled with falling hardware costs, is expected to further democratize access to aerial imaging and mapping technologies, driving wider adoption across diverse applications. Specific regional growth will vary, with North America and Europe anticipated to maintain substantial market share due to robust technological advancements and high adoption rates.

  8. A

    Aerial Photography Services Report

    • datainsightsmarket.com
    doc, pdf, ppt
    Updated May 28, 2025
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    Data Insights Market (2025). Aerial Photography Services Report [Dataset]. https://www.datainsightsmarket.com/reports/aerial-photography-services-1446538
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    ppt, doc, pdfAvailable download formats
    Dataset updated
    May 28, 2025
    Dataset authored and provided by
    Data Insights Market
    License

    https://www.datainsightsmarket.com/privacy-policyhttps://www.datainsightsmarket.com/privacy-policy

    Time period covered
    2025 - 2033
    Area covered
    Global
    Variables measured
    Market Size
    Description

    The Aerial Photography Services market is experiencing robust growth, driven by increasing demand across diverse sectors. The market, estimated at $2.5 billion in 2025, is projected to exhibit a Compound Annual Growth Rate (CAGR) of 7% from 2025 to 2033. This expansion is fueled by several key factors. The construction industry's reliance on precise aerial imagery for planning, monitoring, and progress tracking is a major contributor. Furthermore, advancements in drone technology are lowering costs and improving image resolution, making aerial photography more accessible and cost-effective for a wider range of applications. Precision agriculture is also a significant driver, with farmers leveraging aerial imagery for crop monitoring, yield prediction, and optimized resource allocation. The surge in popularity of 3D modeling and virtual reality further bolsters market demand, as aerial photography provides the essential high-resolution data for these technologies. While regulatory hurdles and data privacy concerns pose some restraints, the overall market outlook remains positive, indicating substantial growth opportunities for established players and new entrants alike. Competition in the aerial photography services market is intensifying, with key players like Blom Norway, Cooper Aerial Surveys, Digital Aerial Solutions, Fugro, Nearmap, EagleView Technology, Kucera International, and Quantum Spatial vying for market share. These companies are constantly innovating to offer advanced services and solutions, focusing on enhancing image processing capabilities, integrating AI-powered analytics, and expanding their service portfolios. The market is also witnessing the emergence of smaller, specialized firms catering to niche segments. Geographical expansion remains a key strategic focus for many players, particularly in rapidly developing economies where infrastructure development and agricultural modernization are driving demand. The future of the aerial photography services market hinges on technological advancements, including the integration of LiDAR and hyperspectral imaging, and the development of more sophisticated data analysis tools. A robust regulatory framework that addresses data privacy and operational safety will also play a vital role in shaping the market's trajectory.

  9. D

    Drone Aerial Photography Service Report

    • marketreportanalytics.com
    doc, pdf, ppt
    Updated Apr 11, 2025
    + more versions
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    Market Report Analytics (2025). Drone Aerial Photography Service Report [Dataset]. https://www.marketreportanalytics.com/reports/drone-aerial-photography-service-77001
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    doc, pdf, pptAvailable download formats
    Dataset updated
    Apr 11, 2025
    Dataset authored and provided by
    Market Report Analytics
    License

    https://www.marketreportanalytics.com/privacy-policyhttps://www.marketreportanalytics.com/privacy-policy

    Time period covered
    2025 - 2033
    Area covered
    Global
    Variables measured
    Market Size
    Description

    The global drone aerial photography services market is experiencing robust growth, driven by increasing demand across diverse sectors. The market's expansion is fueled by several key factors: the decreasing cost of drone technology, making it more accessible to businesses and individuals; advancements in drone capabilities, including higher resolution cameras and improved image stabilization; and the rising need for efficient and cost-effective aerial data acquisition in various applications. Personal use, fueled by recreational photography and videography, and commercial applications like real estate and construction are significant contributors. Municipal applications, such as infrastructure inspection and urban planning, are also demonstrating significant growth potential, as drones offer quicker, safer, and more detailed data collection compared to traditional methods. The market is segmented by application (personal, commercial, municipal) and service type (indoor, outdoor), with commercial applications currently dominating market share due to the higher volume of projects requiring aerial imagery for business purposes. While regulatory hurdles and safety concerns present some challenges, the overall market outlook remains positive, with a projected Compound Annual Growth Rate (CAGR) indicating substantial expansion over the forecast period. The competitive landscape is characterized by a mix of established companies and emerging players. Established firms like Blom ASA and Nearmap benefit from their brand recognition and extensive experience, while newer companies are leveraging innovative technologies and agile business models to gain market share. Regional variations exist, with North America and Europe currently holding the largest market share due to higher adoption rates and a robust technological infrastructure. However, rapid growth is anticipated in Asia-Pacific, particularly in countries like China and India, driven by increasing infrastructure development and investment in technology. The market's future trajectory will depend on continuous technological advancements, regulatory frameworks conducive to drone operations, and the expanding applications of aerial photography across various industries. Successfully navigating these factors will be crucial for players seeking long-term success in this dynamic market.

  10. A

    Aerial Mapping Report

    • archivemarketresearch.com
    doc, pdf, ppt
    Updated Jun 20, 2025
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    Archive Market Research (2025). Aerial Mapping Report [Dataset]. https://www.archivemarketresearch.com/reports/aerial-mapping-557074
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    pdf, doc, pptAvailable download formats
    Dataset updated
    Jun 20, 2025
    Dataset authored and provided by
    Archive Market Research
    License

    https://www.archivemarketresearch.com/privacy-policyhttps://www.archivemarketresearch.com/privacy-policy

    Time period covered
    2025 - 2033
    Area covered
    Global
    Variables measured
    Market Size
    Description

    The aerial mapping market is experiencing robust growth, driven by increasing demand across various sectors. While precise market size and CAGR figures are unavailable, based on industry trends and reports on similar technologies, we can estimate a 2025 market size of approximately $5 billion USD, with a Compound Annual Growth Rate (CAGR) of 7% projected from 2025 to 2033. This expansion is fueled by several key factors. The rising adoption of drones and advanced sensor technologies, like LiDAR and hyperspectral imaging, is significantly enhancing data acquisition speed and accuracy, making aerial mapping more cost-effective and efficient. Furthermore, the growing need for precise geospatial data in diverse applications such as infrastructure development, precision agriculture, environmental monitoring, and urban planning is a significant driver. The increasing availability of cloud-based data processing and analytics platforms further accelerates the market's growth by enabling quicker and more comprehensive analysis of aerial data. However, challenges remain. High initial investment costs associated with acquiring advanced equipment and specialized software can be a barrier to entry for smaller players. Furthermore, regulatory hurdles related to drone operations and data privacy concerns, coupled with weather-dependent data acquisition, can sometimes constrain market growth. Despite these factors, the continued innovation in sensor technologies, coupled with decreasing equipment costs, promises to overcome these challenges, propelling the aerial mapping market towards continued expansion in the coming years. The market's segmentation reflects this diversity, with companies specializing in different aspects of the value chain, from data acquisition and processing to analysis and application-specific solutions. The global nature of the market indicates a significant potential for growth in emerging economies where infrastructure development and resource management are crucial.

  11. A

    Aerial Imaging Report

    • datainsightsmarket.com
    doc, pdf, ppt
    Updated Jul 4, 2025
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    Data Insights Market (2025). Aerial Imaging Report [Dataset]. https://www.datainsightsmarket.com/reports/aerial-imaging-1397826
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    pdf, doc, pptAvailable download formats
    Dataset updated
    Jul 4, 2025
    Dataset authored and provided by
    Data Insights Market
    License

    https://www.datainsightsmarket.com/privacy-policyhttps://www.datainsightsmarket.com/privacy-policy

    Time period covered
    2025 - 2033
    Area covered
    Global
    Variables measured
    Market Size
    Description

    The aerial imaging market is experiencing robust growth, projected to reach a substantial size driven by increasing demand across diverse sectors. The market's Compound Annual Growth Rate (CAGR) of 15.9% from 2019 to 2024 indicates significant expansion, fueled by technological advancements in drone technology, improved sensor capabilities offering higher resolution and accuracy, and the rising adoption of sophisticated data analytics for image processing. Key drivers include the burgeoning need for precise data in infrastructure development (monitoring construction progress, assessing damage), precision agriculture (crop monitoring, yield optimization), urban planning (creating detailed 3D models of cities), and environmental monitoring (tracking deforestation, assessing natural disasters). Furthermore, the decreasing cost of aerial imaging technologies and the accessibility of cloud-based data processing platforms are making this technology more viable for a broader range of users. Looking ahead to 2033, the market is poised for continued expansion. While specific regional breakdowns are unavailable, considering global trends, North America and Europe are likely to maintain significant market share due to their established technological infrastructure and high adoption rates across various industries. However, developing economies in Asia-Pacific and Latin America also present significant growth opportunities as these regions increasingly adopt aerial imaging solutions for infrastructure development and resource management. The competitive landscape is characterized by a mix of established players and emerging technology providers, leading to continuous innovation and improved services, ultimately benefiting end-users. Potential restraints could include regulatory hurdles related to drone operations and data privacy concerns, however, ongoing technological advancements and regulatory clarity are expected to mitigate these challenges over the forecast period.

  12. D

    Drone Aerial Photography Report

    • marketreportanalytics.com
    doc, pdf, ppt
    Updated Apr 11, 2025
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    Market Report Analytics (2025). Drone Aerial Photography Report [Dataset]. https://www.marketreportanalytics.com/reports/drone-aerial-photography-77023
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    doc, pdf, pptAvailable download formats
    Dataset updated
    Apr 11, 2025
    Dataset authored and provided by
    Market Report Analytics
    License

    https://www.marketreportanalytics.com/privacy-policyhttps://www.marketreportanalytics.com/privacy-policy

    Time period covered
    2025 - 2033
    Area covered
    Global
    Variables measured
    Market Size
    Description

    The drone aerial photography market is experiencing robust growth, driven by increasing demand across diverse sectors. The market's expansion is fueled by several key factors: the decreasing cost and increasing accessibility of drone technology, the rising need for high-resolution imagery in various applications, and the growing adoption of advanced image processing and analytics capabilities. Applications range from personal use for capturing stunning visuals to commercial applications like real estate photography, construction site monitoring, and infrastructure inspections. Furthermore, municipal governments are increasingly leveraging drone photography for urban planning, environmental monitoring, and emergency response. The market is segmented by application (personal, commercial, municipal) and service type (indoor, outdoor), each exhibiting unique growth trajectories. While the market size in 2025 is estimated to be around $3 billion (a reasonable estimate considering the growth potential and market players mentioned), a significant Compound Annual Growth Rate (CAGR) points towards a substantial expansion in the coming years, exceeding $5 billion by 2033. This projection reflects the ongoing technological advancements in drone capabilities, including longer flight times, improved image quality, and enhanced autonomous flight features. Despite the significant growth potential, several restraints exist. These include regulatory hurdles concerning drone operation and airspace management, concerns surrounding data privacy and security, and potential risks associated with drone malfunctions. However, the market is actively addressing these challenges through technological advancements and collaborative efforts between industry stakeholders and regulatory bodies. The competitive landscape is dynamic, with a mix of established players and emerging companies vying for market share. Companies are increasingly focusing on providing comprehensive solutions, including drone hardware, software, and data processing services, to cater to a broader range of customer needs. Geographical distribution shows strong growth across North America and Europe, while the Asia-Pacific region presents significant untapped potential, driven by increasing urbanization and infrastructure development. The projected CAGR ensures this market remains a promising area for investment and innovation.

  13. V

    Building Outlines

    • data.virginia.gov
    • s.cnmilf.com
    • +3more
    Updated Jul 21, 2022
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    Chesapeake City (2022). Building Outlines [Dataset]. https://data.virginia.gov/dataset/building-outlines
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    geojson, html, zip, csv, arcgis geoservices rest api, kmlAvailable download formats
    Dataset updated
    Jul 21, 2022
    Dataset provided by
    City of Chesapeake, VA
    Authors
    Chesapeake City
    Description

    The original building outlines were created from the 2005 Pictometry aerial imagery. The Building Class field was added from the 2011 Community Basemap project and the type 'apartment' was added to that domain in 2011. New building outlines were acquired from the 2011-2012 Pictometry flight and replaced the whole layer joining previous attribute information where possible. Building outlines and change analysis were completed again with the Pictometry flight in 2014. Building outlines and change analysis were completed with the Pictometry flight in 2016. Building outlines and change analysis were completed with the Pictometry flight in 2018. Building outlines and change analysis were completed with the Pictometry flight in 2020.
    The latest building outlines were created from the February 2022 Nearmap image capture using the Nearmap AI model. Change detection is no longer captured nor are decks. The layer's schema was changed to mirror the new capture method.
    Building classifications are 1=General/Residential, 2=Government, 3=Medical, 4=Education, 5=Transportation, 6=Commercial, 7=Religious, 8=Recreation, 9=Cultural/Heritage, 10=Hospitality, 11=Airport, 12=Industrial, 13=CommunityCenter, 14=Apartment

  14. n

    Data from: Seagrass on the brink: decline of threatened seagrass Posidonia...

    • data.niaid.nih.gov
    • search.dataone.org
    • +1more
    zip
    Updated Dec 18, 2018
    + more versions
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    Suzanna M. Evans; Kingsley J. Griffin; Ray A. J. Blick; Alistair G. B. Poore; Adriana Verges (2018). Seagrass on the brink: decline of threatened seagrass Posidonia australis continues following protection [Dataset]. http://doi.org/10.5061/dryad.r9n52
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    zipAvailable download formats
    Dataset updated
    Dec 18, 2018
    Dataset provided by
    UNSW Sydney
    Authors
    Suzanna M. Evans; Kingsley J. Griffin; Ray A. J. Blick; Alistair G. B. Poore; Adriana Verges
    License

    https://spdx.org/licenses/CC0-1.0.htmlhttps://spdx.org/licenses/CC0-1.0.html

    Area covered
    Sydney, New South Wales, Australia
    Description

    Seagrasses are in decline globally due to sustained pressure from coastal development, water quality declines and the ongoing threat from climate change. The result of this decline has been a loss of coastal productivity, a reduction in critical fisheries habitat and increased erosion. Attempts to slow this decline have included legislative protection of habitat and direct restoration efforts. Monitoring the success of these approaches requires tracking changes in the abundance of seagrasses, but such monitoring is frequently conducted on large scales that lack the sensitivity to detect changes in time. Here, we used high resolution aerial imagery to quantify the change in meadows dominated by Posidonia australis over five years at 14 sites in five estuaries in south-eastern Australia. Australia has some of the world's most diverse and extensive seagrass meadows, but the widely distributed P. australis has a slow growth rate, recovers poorly after disturbance, and suffers runaway attrition if the conditions for recovery are not met. In 2010, after declines of 12-57% between the 1940s and 1980s, P. australis was listed as a threatened ecological community in New South Wales. We quantified changes in area at fine scales and, where loss was observed, describe the general patterns of temporal decline within each meadow. Our results demonstrate that seagrass meadows dominated by P. australis underwent declines of ~ 2-40% total area at our study sites between 2009 and 2014. In the iconic Sydney Harbour, our analyses suggest that P. australis meadows are declining at an average rate greater than 10% yr-1, exceeding the global rate of seagrass decline. Highlighting these alarming declines across the study region should serve as means to prioritise management action and review the effectiveness of legislative listing as a method to limit impacts at an ecosystem level.

  15. A

    Airborne Photography System Report

    • marketresearchforecast.com
    doc, pdf, ppt
    Updated Mar 9, 2025
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    Market Research Forecast (2025). Airborne Photography System Report [Dataset]. https://www.marketresearchforecast.com/reports/airborne-photography-system-31295
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    pdf, ppt, docAvailable download formats
    Dataset updated
    Mar 9, 2025
    Dataset authored and provided by
    Market Research Forecast
    License

    https://www.marketresearchforecast.com/privacy-policyhttps://www.marketresearchforecast.com/privacy-policy

    Time period covered
    2025 - 2033
    Area covered
    Global
    Variables measured
    Market Size
    Description

    The Airborne Photography System (APS) market is experiencing robust growth, projected to reach $289.1 million in 2025 and maintain a Compound Annual Growth Rate (CAGR) of 6.2% from 2025 to 2033. This expansion is driven by several key factors. The increasing demand for high-resolution imagery across diverse sectors, including agriculture (precision farming), infrastructure development (construction monitoring and surveying), and environmental monitoring (disaster assessment and resource management), fuels market growth. Technological advancements in sensor technology, drone capabilities, and data processing software are significantly enhancing image quality, acquisition speed, and analytical capabilities, further boosting market adoption. Government initiatives promoting the use of advanced surveying technologies in infrastructure projects, especially in developed nations, contribute significantly to market expansion. The rise of 3D modeling and mapping applications also contributes to the increasing need for high-quality airborne imagery. Furthermore, the cost-effectiveness of APS compared to traditional methods like ground surveys, particularly for large-scale projects, makes it a compelling solution. Market segmentation reveals significant opportunities across various applications. The military and defense sector remains a major consumer of APS for intelligence gathering and surveillance. However, the civil engineering and agricultural sectors are experiencing rapid growth, driven by the increasing demand for efficient land management and precise monitoring of infrastructure projects. The choice of aerial platforms – unmanned aerial vehicles (UAVs or drones), helicopters, and fixed-wing aircraft – varies based on application, budget, and project scope, creating a diversified market landscape. North America and Europe are currently the leading regions, benefiting from robust infrastructure and early adoption of advanced technologies; however, the Asia-Pacific region is expected to show strong growth in the coming years due to rapid urbanization and economic development.

  16. D

    Drone Aerial Photography Report

    • marketreportanalytics.com
    doc, pdf, ppt
    Updated Apr 11, 2025
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    Market Report Analytics (2025). Drone Aerial Photography Report [Dataset]. https://www.marketreportanalytics.com/reports/drone-aerial-photography-76959
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    doc, pdf, pptAvailable download formats
    Dataset updated
    Apr 11, 2025
    Dataset authored and provided by
    Market Report Analytics
    License

    https://www.marketreportanalytics.com/privacy-policyhttps://www.marketreportanalytics.com/privacy-policy

    Time period covered
    2025 - 2033
    Area covered
    Global
    Variables measured
    Market Size
    Description

    The drone aerial photography market is experiencing robust growth, driven by increasing demand across diverse sectors. The market, estimated at $8 billion in 2025, is projected to expand significantly over the next decade, fueled by a compound annual growth rate (CAGR) of 15%. This expansion is largely attributed to several key factors. Firstly, the decreasing cost and improving technology of drones make them more accessible to a wider range of users, from individual photographers to large commercial enterprises. Secondly, the superior quality and efficiency of aerial photography compared to traditional methods are compelling businesses in various sectors, including real estate, construction, agriculture, and infrastructure inspection, to adopt this technology. The versatility of drone photography also contributes to its growth, enabling applications like creating high-resolution maps, monitoring construction progress, assessing crop health, and capturing stunning visuals for marketing and advertising purposes. The market is segmented by application (personal, commercial, municipal) and service type (indoor, outdoor), reflecting the diverse uses of drone aerial photography. Competition is fierce, with numerous established companies and new entrants vying for market share. However, the overall market potential is vast, and further technological advancements, such as improved drone autonomy and advanced image processing capabilities, are expected to further fuel market expansion. Geographical distribution reveals strong growth across North America and Europe, reflecting the early adoption of drone technology and the robust presence of key players in these regions. However, Asia-Pacific is emerging as a high-growth market, driven by rapid urbanization and increased investments in infrastructure development. While regulatory hurdles and safety concerns remain challenges, technological advancements and evolving regulations are gradually mitigating these risks. The continued evolution of drone technology, coupled with increasing demand across various industries, positions the drone aerial photography market for sustained and impressive growth throughout the forecast period (2025-2033), offering significant opportunities for both established players and new entrants.

  17. A

    Aerial Survey Services Report

    • archivemarketresearch.com
    doc, pdf, ppt
    Updated Mar 30, 2025
    + more versions
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    Archive Market Research (2025). Aerial Survey Services Report [Dataset]. https://www.archivemarketresearch.com/reports/aerial-survey-services-106596
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    doc, pdf, pptAvailable download formats
    Dataset updated
    Mar 30, 2025
    Dataset authored and provided by
    Archive Market Research
    License

    https://www.archivemarketresearch.com/privacy-policyhttps://www.archivemarketresearch.com/privacy-policy

    Time period covered
    2025 - 2033
    Area covered
    Global
    Variables measured
    Market Size
    Description

    The global aerial survey services market is experiencing robust growth, projected to reach $16.69 billion in 2025 and maintain a Compound Annual Growth Rate (CAGR) of 4.0% from 2025 to 2033. This expansion is driven by increasing demand across diverse sectors. The construction industry leverages aerial surveys for efficient site planning, progress monitoring, and risk assessment. Similarly, the power and energy sector utilizes this technology for infrastructure inspection, transmission line maintenance, and renewable energy resource mapping. Furthermore, advancements in drone technology, coupled with improved data processing capabilities, are making aerial surveys more cost-effective and accessible, fueling market growth. Precision agriculture, environmental monitoring, and oil and gas exploration also contribute significantly to the market's expansion. The market is segmented by aircraft type (fixed-wing, rotary-wing, UAVs/drones), application (forestry and agriculture, construction, power and energy, oil and gas, environment studies, others), and geographic region. North America and Europe currently dominate the market, but the Asia-Pacific region is anticipated to witness significant growth in the coming years due to increasing infrastructure development and rising adoption of advanced technologies. Competition within the aerial survey services market is intense, with a mix of established players and emerging technology companies. Key players are investing heavily in research and development to enhance data acquisition and processing techniques, improve accuracy, and offer integrated solutions. The market is also witnessing a shift towards cloud-based data analytics and AI-powered solutions that can automate data processing and deliver quicker insights. This trend fosters efficiency and reduces reliance on traditional manual methods. Regulatory frameworks concerning data privacy and drone operations will continue to influence market dynamics. However, the overall outlook remains positive, with the aerial survey services market poised for sustained growth driven by technological innovation and rising demand across various industries.

  18. A

    Aerial Survey Services Report

    • archivemarketresearch.com
    doc, pdf, ppt
    Updated Apr 1, 2025
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    Archive Market Research (2025). Aerial Survey Services Report [Dataset]. https://www.archivemarketresearch.com/reports/aerial-survey-services-110767
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    ppt, doc, pdfAvailable download formats
    Dataset updated
    Apr 1, 2025
    Dataset authored and provided by
    Archive Market Research
    License

    https://www.archivemarketresearch.com/privacy-policyhttps://www.archivemarketresearch.com/privacy-policy

    Time period covered
    2025 - 2033
    Area covered
    Global
    Variables measured
    Market Size
    Description

    The global aerial survey services market, valued at $16.09 billion in 2025, is poised for substantial growth. While the exact CAGR isn't provided, considering the increasing adoption of drone technology, advancements in sensor capabilities, and the rising demand across diverse sectors like construction, agriculture, and energy, a conservative estimate of a 7-8% CAGR for the forecast period (2025-2033) seems reasonable. This growth is driven by several factors: the increasing need for high-resolution imagery and data for precise mapping and analysis, the cost-effectiveness and efficiency of aerial surveys compared to traditional methods, and the expanding application of this technology in environmental monitoring and disaster management. Key segments like forestry and agriculture are experiencing significant growth due to the need for precision farming and deforestation monitoring. The construction industry also benefits from aerial surveys for site planning, progress monitoring, and risk assessment. Technological advancements, such as the integration of AI and machine learning for automated data processing and analysis, are further accelerating market expansion. However, factors like regulatory hurdles concerning drone operations and potential privacy concerns may act as restraints. The competitive landscape is dynamic, with both established players and new entrants vying for market share. Companies like Fugro, Nearmap, and EagleView Technology are leading the way with their comprehensive service offerings and technological expertise. The market is witnessing increased consolidation through mergers and acquisitions, as larger companies seek to expand their geographical reach and service capabilities. The geographic distribution of the market is diverse, with North America and Europe currently holding significant shares. However, the Asia-Pacific region is expected to witness substantial growth in the coming years driven by rapid infrastructure development and increasing investment in surveying technologies. This growth will be further fueled by government initiatives promoting the adoption of advanced technologies across various sectors. The continued technological innovation, along with increasing demand across diverse sectors, will contribute to the long-term growth of the aerial survey services market.

  19. a

    2023 Fall Nearmap WMS Server

    • hub.arcgis.com
    • data2016-12-21t032207618z-ecgisab.opendata.arcgis.com
    Updated Nov 8, 2023
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    Erie County GIS Advisory Board (2023). 2023 Fall Nearmap WMS Server [Dataset]. https://hub.arcgis.com/maps/ac8efd265c314cb8bab540b5fc549b74
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    Dataset updated
    Nov 8, 2023
    Dataset authored and provided by
    Erie County GIS Advisory Board
    Area covered
    Description

    Nearmap WMS Server

  20. A

    Airborne Imagery Report

    • datainsightsmarket.com
    doc, pdf, ppt
    Updated Dec 24, 2024
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    Data Insights Market (2024). Airborne Imagery Report [Dataset]. https://www.datainsightsmarket.com/reports/airborne-imagery-1408037
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    pdf, ppt, docAvailable download formats
    Dataset updated
    Dec 24, 2024
    Dataset authored and provided by
    Data Insights Market
    License

    https://www.datainsightsmarket.com/privacy-policyhttps://www.datainsightsmarket.com/privacy-policy

    Time period covered
    2025 - 2033
    Area covered
    Global
    Variables measured
    Market Size
    Description

    The global airborne imagery market is projected to reach USD XXX million by 2033, growing at a CAGR of XX% during the forecast period 2025-2033. The increasing demand for aerial imagery in various applications, such as government agencies, military & defense, energy sector, agriculture and forestry, civil engineering, commercial enterprises, and others, is driving the growth of the airborne imagery market. Moreover, the technological advancements in unmanned aerial vehicles (UAVs), helicopters, fixed-wing aircraft, and other platforms are further propelling the market growth. Key market trends include the increasing adoption of UAVs for aerial imaging due to their flexibility, cost-effectiveness, and ease of use. The growth of the energy sector, particularly in offshore exploration and production, is also driving the demand for airborne imagery for site surveys, environmental monitoring, and asset inspection. Additionally, advancements in image processing and analytics are enabling the extraction of valuable insights from aerial imagery, making it a powerful tool for decision-making in various industries. Major players in the airborne imagery market include Blom ASA, Digital Aerial Solutions, Cooper Aerial Surveys, Fugro, Landiscor Aerial Information, EagleView Technology, Nearmap, Kucera International, Quantum Spatial, Getmapping, and SkyIMD, among others.

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City of Eagan, MN (2020). Nearmap Latest [Dataset]. https://hub.arcgis.com/maps/c6b07baced244a1ca8cae4486039a083

Nearmap Latest

Explore at:
Dataset updated
Jul 10, 2020
Dataset authored and provided by
City of Eagan, MN
Area covered
Description

Most recent Nearmap aerial imagery. See Nearmap for more information: https://www.nearmap.com/au/en

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