nearmap_us

[Keywords] Market include Geomni, Cooper Aerial Surveys, Nearmap, Kucera International, EagleView Technology

Visalia 2022 6 inch Resolution Imagery from NearMap in a GeoTIFF format

Nearmap WMS Server

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

Nearmap Vertical is our original orthogonal imagery base layer, showing you a crystal-clear, top-down view regularly covering urban areas within the U.S. and Canada.Nearmap Vertical consistently offers 2.2-3" resolution, so you get far better quality than high-resolution satellite images, with the detail you need to make better-informed decisions.

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.

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Nearmap WMS Server

The aerial photography market is experiencing robust growth, driven by increasing demand across diverse sectors. The market, estimated at $5 billion in 2025, is projected to expand at a compound annual growth rate (CAGR) of approximately 12% from 2025 to 2033, reaching a market value exceeding $15 billion by 2033. This expansion is fueled by several key factors. Firstly, advancements in drone technology are making aerial photography more affordable, accessible, and efficient, allowing for quicker data acquisition and processing. Secondly, the increasing need for high-resolution imagery in sectors such as construction, agriculture, and infrastructure monitoring is boosting market demand. The integration of AI and machine learning capabilities into image analysis further enhances the value proposition, automating tasks and extracting valuable insights from aerial data. Finally, the growing adoption of cloud-based solutions facilitates seamless data storage, sharing, and analysis, enhancing workflow efficiency.
However, challenges remain. Regulatory hurdles surrounding drone operation and data privacy concerns in certain regions are potential restraints to market growth. Moreover, ensuring data accuracy and consistency across various projects can be a considerable factor. Market segmentation reveals significant opportunities within specific niches. While companies like Blom ASA, Fugro, and Nearmap hold prominent positions, the market is also witnessing the rise of innovative startups leveraging cutting-edge technologies. The regional distribution of the market will likely be dominated by North America and Europe initially, with other regions showing increasing adoption in the coming years. This diverse landscape presents opportunities for both established players and emerging companies, especially those capable of addressing specific niche needs and overcoming existing regulatory challenges.

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.

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.

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.

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.

The drone imagery services market is experiencing robust growth, driven by increasing demand across diverse sectors. The market, estimated at $5 billion in 2025, is projected to expand significantly over the forecast period (2025-2033). A Compound Annual Growth Rate (CAGR) of 15% is anticipated, fueled by several key factors. Technological advancements in drone technology, leading to higher resolution imagery and improved data processing capabilities, are a major driver. Furthermore, the decreasing cost of drones and related software is making this technology accessible to a broader range of businesses and organizations. Industries such as agriculture, construction, and infrastructure are increasingly leveraging drone imagery for precision mapping, site surveys, and progress monitoring, enhancing efficiency and reducing operational costs. The expanding use of AI and machine learning in image analysis further accelerates market growth, enabling automated data extraction and insights generation. Regulatory changes promoting the safe and responsible use of drones are also contributing to market expansion. However, the market also faces certain challenges. Data privacy and security concerns remain a key restraint, requiring robust data protection measures and compliance with relevant regulations. Weather conditions can significantly impact data acquisition, necessitating flexible operational strategies. Furthermore, the need for skilled personnel to operate drones and interpret the data presents a potential bottleneck, highlighting the importance of training and education initiatives. Despite these challenges, the long-term outlook for the drone imagery services market remains positive, with significant potential for growth driven by technological innovation and increasing industry adoption across various sectors. Leading companies like Blom ASA, Cooper Aerial Surveys, and Nearmap are strategically positioned to capitalize on these opportunities.

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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.

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.

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. Firstly, the declining cost of drone technology and enhanced capabilities, including higher-resolution cameras and advanced stabilization systems, make drone photography more accessible and affordable. Secondly, the rising need for high-quality aerial imagery in various applications, such as real estate, construction, agriculture, and insurance, is a significant catalyst. Commercial applications, particularly in infrastructure monitoring and surveying, are experiencing rapid growth, surpassing personal use in market share. This shift is driven by the efficiency and cost-effectiveness of drone-based data acquisition compared to traditional methods. Furthermore, advancements in AI-powered image processing and analytics are transforming the industry, enabling faster and more accurate data interpretation. While regulatory hurdles and safety concerns remain potential restraints, ongoing technological advancements and increasing industry standardization are mitigating these challenges. We estimate the market size in 2025 to be approximately $2.5 Billion, with a Compound Annual Growth Rate (CAGR) of 15% projected between 2025 and 2033, leading to a substantial market size by 2033. This growth trajectory is underpinned by the expanding adoption of drone technology across various sectors and regions. The market segmentation reveals a significant concentration in commercial applications, with infrastructure monitoring and construction leading the charge. Within the types of service, outdoor photography services currently command a larger market share compared to indoor services, driven by the greater applicability of drones in large-scale projects. Geographically, North America and Europe currently hold substantial market shares due to early adoption and established infrastructure. However, rapidly developing economies in Asia-Pacific are poised for significant growth, presenting lucrative opportunities for market expansion. The competitive landscape is dynamic, with a mix of established players and emerging companies. These companies are continuously innovating and striving to provide integrated solutions, combining drone photography with data analysis and processing services. This competitive pressure ensures ongoing innovation and efficiency gains within the industry.

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 2024 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