The global UAV Aerial Survey Services market is experiencing robust growth, driven by increasing demand across diverse sectors. Technological advancements in drone technology, offering higher resolution imagery and improved data processing capabilities, are significantly contributing to this expansion. The market's versatility, providing cost-effective and efficient solutions for various applications, further fuels its growth. Specific sectors like construction, agriculture, and energy are key drivers, utilizing UAV surveys for site mapping, precision agriculture, pipeline inspections, and environmental monitoring. While regulatory hurdles and data security concerns present challenges, the market is overcoming these limitations through the development of standardized operating procedures and robust data encryption techniques. Assuming a conservative CAGR of 15% (a reasonable estimate given the rapid technological advancements and increasing adoption rates in this sector), and a 2025 market size of $2 billion, the market is projected to reach approximately $4.2 Billion by 2033. This substantial growth is further fueled by the increasing affordability and accessibility of UAV technology, enabling more businesses to leverage aerial survey services. The segmentation of the UAV Aerial Survey Services market reveals that orthophoto and oblique image services are widely utilized, catering to diverse application needs. Forestry and agriculture are dominant sectors, with construction, power and energy, and oil & gas industries rapidly adopting this technology. Regional analysis highlights strong growth in North America and Asia-Pacific, driven by significant investments in infrastructure development and agricultural modernization. Europe follows closely, spurred by government initiatives promoting sustainable development and environmental monitoring. The competitive landscape includes both established players like Kokusai Kogyo and Zenrin, and emerging specialized companies, indicating a dynamic and competitive market with potential for further consolidation and innovation. The continued development of advanced data analytics capabilities, integrated with UAV imagery, will create new opportunities and drive market expansion.

This dataset contains data used to test the protocol for high-resolution mapping and monitoring of recreational impacts in protected natural areas (PNAs) using unmanned aerial vehicle (UAV) surveys, Structure-from-Motion (SfM) data processing and geographic information systems (GIS) analysis to derive spatially coherent information about trail conditions (Tomczyk et al., 2023). Dataset includes the following folders:

Cocora_raster_data (~3GB) and Vinicunca_raster_data (~32GB) - a very high-resolution (cm-scale) dataset derived from UAV-generated images. Data covers selected recreational trails in Colombia (Valle de Cocora) and Peru (Vinicunca). UAV-captured images were processed using the structure-from-motion approach in Agisoft Metashape software. Data are available as GeoTIFF files in the UTM projected coordinate system (UTM 18N for Colombia, UTM 19S for Peru). Individual files are named as follows [location]_[year]_[product]_[raster cell size].tif, where:

[location] is the place of data collection (e.g., Cocora, Vinicucna)

[year] is the year of data collection (e.g., 2023)

[product] is the tape of files: DEM = digital elevation model; ortho = orthomosaic; hs = hillshade

[raster cell size] is the dimension of individual raster cell in mm (e.g., 15mm)

Cocora_vector_data. and Vinicunca_vector_data – mapping of trail tread and conditions in GIS environment (ArcPro). Data are available as shp files. Data are in the UTM projected coordinate system (UTM 18N for Colombia, UTM 19S for Peru).

Structure-from-motio n processing was performed in Agisoft Metashape (https://www.agisoft.com/, Agisoft, 2023). Mapping was performed in ArcGIS Pro (https://www.esri.com/en-us/arcgis/about-arcgis/overview, Esri, 2022). Data can be used in any GIS software, including commercial (e.g. ArcGIS) or open source (e.g. QGIS).

Tomczyk, A. M., Ewertowski, M. W., Creany, N., Monz, C. A., & Ancin-Murguzur, F. J. (2023). The application of unmanned aerial vehicle (UAV) surveys and GIS to the analysis and monitoring of recreational trail conditions. International Journal of Applied Earth Observations and Geoinformation, 103474. doi: https://doi.org/10.1016/j.jag.2023.103474

Two detailed geomorphological maps (1:2000) depicting landscape changes as a result of a glacial lake outburst flood were produced for the 2.1-km-long section of the Zackenberg river, NE Greenland. The maps document the riverscape before the flood (5 August 2017) and immediately after the flood (8 August 2017), illustrating changes to the riverbanks and morphology of the channel. A series of additional maps (1:800) represent case studies of different types of riverbank responses, emphasising the importance of the lateral thermo-erosion and bank collapsing as significant immediate effects of the flood. The average channel width increased from 40.75 m pre-flood to 44.59 m post-flood, whereas the length of active riverbanks decreased from 1729 to 1657 m. The new deposits related to 2017 flood covered 93,702 m2. The developed maps demonstrated the applicability of small Unmanned Aerial Vehicles (UAVs) for investigating the direct effects of floods, even in the harsh Arctic environment.

The global digital mapping aerial photography market is experiencing robust growth, driven by increasing demand for high-resolution imagery across diverse sectors. The market size in 2025 is estimated at $2.5 billion, projecting a Compound Annual Growth Rate (CAGR) of 8% from 2025 to 2033. This expansion is fueled by several key factors. The surge in the adoption of unmanned aerial vehicles (UAVs or drones) for data acquisition offers cost-effective and efficient solutions compared to traditional manned aircraft. Furthermore, advancements in sensor technology, such as the development of higher-resolution cameras and LiDAR systems, are enabling the creation of more detailed and accurate maps. The increasing need for precise geospatial data in various applications, including urban planning, infrastructure development, precision agriculture, and environmental monitoring, significantly contributes to market growth. Government initiatives promoting the use of geospatial technologies and the growing adoption of cloud-based platforms for data processing and analysis also play crucial roles. However, several restraints influence market growth. High initial investment costs associated with acquiring advanced aerial photography equipment and specialized software can be a barrier to entry for smaller companies. Data processing and analysis can be complex and time-consuming, requiring skilled personnel and sophisticated software. Moreover, regulatory hurdles and safety concerns related to UAV operations in certain regions can hinder market expansion. Despite these challenges, the market's growth trajectory remains positive, with significant opportunities for players focusing on innovative solutions and expanding into new applications and geographical markets. Segmentation reveals strong growth across both linear and area array sensors, with the unmanned aircraft segment leading the charge due to its cost-effectiveness and flexibility.

Aerial Imaging and Mapping Market Outlook

The aerial imaging and mapping market size stood at approximately USD 2.8 billion in 2023 and is anticipated to grow significantly, reaching a market size of around USD 6.1 billion by 2032, exhibiting a robust CAGR of 9.1% during the forecast period. This promising growth trajectory is primarily driven by the increasing demand for high-resolution aerial imagery and mapping solutions across various applications such as agriculture, urban planning, and infrastructure development. The growth is also supported by advancements in drone technology and the increasing integration of artificial intelligence and machine learning in mapping processes, which enhance the accuracy and utility of aerial maps.

One of the primary growth factors in the aerial imaging and mapping market is the widespread adoption of drones and unmanned aerial vehicles (UAVs) for various commercial applications. With their ability to capture high-resolution images quickly and efficiently, drones have become invaluable tools in sectors like agriculture, where they are used for monitoring crop health and optimizing irrigation. Similarly, in the construction and infrastructure sector, drones provide detailed topographical data, aiding in the planning and design phase of projects. The efficiency and cost-effectiveness of drones compared to traditional manned aircraft have significantly contributed to the expansion of the market.

The increasing importance of geographic information systems (GIS) and spatial analytics in decision-making processes is another crucial driver of market growth. Organizations across different sectors are harnessing the power of GIS to analyze and visualize spatial data, which is immensely useful in environmental monitoring, urban planning, and disaster management. The integration of aerial imagery with GIS platforms allows for more accurate and insightful analyses, driving the demand for aerial imaging services. Moreover, the advent of cloud-based GIS solutions has further facilitated the accessibility and usability of aerial mapping data, making it easier for organizations to leverage this technology for strategic planning and operational efficiency.

Technological advancements in imaging sensors and software are also playing a pivotal role in the growth of the aerial imaging and mapping market. The development of high-resolution cameras and advanced sensors capable of capturing detailed images from varying altitudes has expanded the applicability of aerial mapping. Additionally, sophisticated software solutions that process and analyze aerial data are enabling users to derive actionable insights with greater accuracy and speed. The integration of machine learning algorithms for image recognition and analysis further enhances the value proposition of aerial imaging solutions, making them indispensable tools for a wide range of industries.

The integration of Digital Elevation Model (DEM) technology has significantly enhanced the capabilities of aerial imaging and mapping. DEMs provide a 3D representation of a terrain's surface, offering detailed insights into elevation changes and topographical features. This technology is particularly beneficial in applications such as flood risk assessment, where understanding the terrain's elevation is crucial for predicting water flow and potential flood zones. By incorporating DEMs into aerial mapping processes, organizations can achieve more accurate and comprehensive analyses, supporting better decision-making in urban planning, infrastructure development, and environmental management. The ability to visualize and analyze elevation data in conjunction with high-resolution imagery further strengthens the utility of aerial mapping solutions across various sectors.

Regionally, North America currently dominates the aerial imaging and mapping market, attributed to the presence of major market players and the early adoption of advanced technologies in the region. The market here is supported by a strong regulatory framework and substantial investments in research and development. However, the Asia Pacific region is expected to witness the highest growth rate during the forecast period, driven by rapid urbanization and infrastructural development in countries like China and India. Government initiatives to promote the use of drones and UAVs for various applications are also contributing to market expansion in this region. Meanwhile, Europe remains a significant market due to its advanced technological infrastructure and the presence of key industries utilizing

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.

Flight Areas flown by STRI Drones Program

Hilltop Arboretum Dataset for GRASS GIS This geospatial dataset contains raster data for the landform at Hilltop Arboretum, Baton Rouge, Louisiana, USA. This data was collected in an aerial survey with a DJI Phantom 4 Pro drone over Hilltop Arboretum on 12/31/2019 by Brendan Harmon and Josef Horacek. The aerial photographs were processed in Agisoft Metashape using Structure from Motion (SfM) to generate a point cloud, orthophotograph, and digital surface model. The point cloud was processed in CloudCompare to generate a bare earth point cloud. The orthophoto, digital surface model, and bare earth point cloud were imported into GRASS GIS. The bare earth point cloud was interpolated as a digital elevation model using the Regularized Spline with Tension method. The top level directory lousiana_s_spm_hilltop is a GRASS GIS location for the North American Datum of 1983 (NAD 83) / Louisiana South State Plane Meters with EPSG code 26982. Inside the location there are the PERMANENT mapset, a license file, and readme file. Survey Location: LSU Hilltop Arboretum, Baton Rouge, Louisiana, USA. Drone: DJI Phantom 4 Pro Software: Agisoft Metashape, CloudCompare, GRASS GIS Team: Brendan Harmon and Josef Horacek Date: 12/31/2019 GCPs: 10 AeroPoints Instructions Install GRASS GIS, unzip this archive, and move the location into your GRASS GIS database directory. If you are new to GRASS GIS read the first time users guide. License This dataset is licensed under the ODC Public Domain Dedication and License 1.0 (PDDL) by Brendan Harmon.

This dataset contains a time series of very high-resolution dataset derived from UAV-generated images. Data covers the distal part of Zackenberg River, northeast Greenland. Images were captured using an unmanned aerial vehicle (UAV) immediately before (5th August 2017), during (6th August 2017), and after (8th August 2017) the glacier lake outburst flood.

UAV-generated images were processed using the structure-from-motion approach in Agisoft Metashape software. Resultant products include digital elevation models, orthomosaics, and hillshade models. The second group of files (GIS_data.zip) contains vector files resultant from geomorphological mapping.

Potential applications of the presented dataset include:

assessment and quantification of landscape changes as an immediate result of glacier lake outburst flood;

long-term monitoring of high-Arctic river valley development (in conjunction with other datasets);

establishing a baseline for quantification of geomorphological impacts of future glacier lake outburst floods;

assessment of geohazards related to bank erosion and debris flow development (hazards for research station infrastructure – station buildings and bridge);

monitoring of permafrost degradation; and

modelling flood impacts on river ecosystem, transport capacity, and channel stability.

This dataset contains photogrammetric products derived from the UAV-generated images (orthomosaics, digital elevation models, hillshade models) and GIS products. Unprocessed images, which were the basis for structure-from-motion processing, can be accessed at: https://doi.org/10.5281/zenodo.4495282 (Tomczyk and Ewertowski, 2021)

Tomczyk A.M., Ewertowski M.W., 2021: Before-, during-, and after-flood UAV-generated images of the distal part of Zackenberg river, northeast Greenland (August 2017), https://doi.org/10.5281/zenodo.4495282

The aerial mapping camera system market is experiencing robust growth, driven by increasing demand across various sectors. Advancements in sensor technology, particularly in high-resolution imagery and improved processing capabilities, are fueling market expansion. The integration of these systems with UAVs (Unmanned Aerial Vehicles) for cost-effective and efficient data acquisition is a significant trend. Furthermore, the rising adoption of GIS (Geographic Information Systems) and 3D modeling applications across construction, agriculture, and environmental monitoring further boosts market demand. While challenges like high initial investment costs and regulatory hurdles exist, the overall market outlook remains positive. Let's assume, for illustrative purposes, a 2025 market size of $500 million with a CAGR of 12% for the forecast period (2025-2033). This implies a substantial market expansion, reaching an estimated $1.6 billion by 2033. The market is segmented by scanner type (Linear Array, Area Array) and application (manned and unmanned aircraft). The linear array scanners currently hold a larger market share due to their established technology and widespread adoption, though area array systems are expected to gain traction due to their higher speed and efficiency, particularly in applications involving larger areas. The unmanned aircraft segment demonstrates the fastest growth rate, driven by cost efficiency and accessibility of drone technology. Key players like Vexcel Imaging, Leica Geosystems, and Teledyne Optech are strategically investing in R&D and acquisitions to strengthen their market positions. Geographic regions like North America and Europe currently dominate the market, with Asia-Pacific projected to experience the fastest growth due to increasing infrastructure development and urbanization. This report provides an in-depth analysis of the global aerial mapping camera system market, valued at approximately $2.5 billion in 2023, projecting a Compound Annual Growth Rate (CAGR) of 7% to reach $3.8 billion by 2028. It covers market segmentation, key trends, leading players, and future growth opportunities. This report is essential for businesses involved in surveying, mapping, agriculture, construction, and infrastructure development, as well as investors seeking opportunities in this rapidly evolving technology sector.

Footprint locations are rough and not precise. Areas flown range from Livingston, Absarokee, Red Lodge, and Fromberg.Data Types available are Orthomosaic, Video, or Still Photos.Date flown, pilot, mission name, description, and hyperlink (if available) are contained within the attribute table.Mission dates vary from June 13th, June 17th, and July 15th. DownloadLink field contains URLs of zipped files associated with video and still photosPlease contact dnrcoitgis@mt.gov for data requests.

The global digital mapping camera system market is poised for steady growth, projected to reach $242.7 million in 2025 and exhibiting a Compound Annual Growth Rate (CAGR) of 2.7% from 2025 to 2033. This growth is fueled by several key factors. Increased adoption of unmanned aerial vehicles (UAVs) or drones for surveying and mapping applications is a significant driver. The rising demand for high-resolution imagery in various sectors, including agriculture, construction, and infrastructure development, is further boosting market expansion. Advancements in sensor technology, leading to improved image quality and processing capabilities, are also contributing to market growth. Furthermore, the decreasing cost of digital mapping camera systems and readily available data processing software makes this technology more accessible to a wider range of users. Segment-wise, the linear array scanners (pushbroom) segment currently holds a larger market share due to its established technology and widespread use in traditional aerial mapping. However, area array systems are witnessing accelerated adoption due to their higher speed and efficiency in capturing large areas. The unmanned aircraft application segment is predicted to show the highest growth rate, driven by the aforementioned factors and the increasing affordability of drone technology. Geographic distribution reveals a strong presence in North America and Europe, with developing economies in Asia-Pacific showing considerable growth potential. Competition in the market is fairly intense with established players like Vexcel Imaging, Leica Geosystems, and Teledyne Optech dominating the market through their advanced product offerings and extensive customer networks. Newer entrants and smaller companies are focusing on niche applications and specialized solutions to compete effectively. Challenges include the high initial investment cost for advanced systems and the need for skilled personnel to operate and process data. However, technological advancements and increased affordability are likely to alleviate these challenges over time, paving the way for wider adoption and sustained market growth in the coming years.

We collected aerial imagery to ground-truth and place our physical characteristics survey data in a wider, reach-scale context. Aerial imagery was collected for each sample reach using a commercially-available unmanned aerial vehicle (UAV). The Utah State University Ecogeomorphology and Topographic Analysis Laboratory (USU ETAL) used the UAV to photograph three hectares of river at each of the five study reaches for a total of fifteen hectares. The USU ETAL lab photographed river reaches in early August 2020 to capture conditions at approximately peak macrophyte coverage. The USU ETAL used the program DroneDeploy to process raw images into Orthomosaics and Digital Elevation Models (DEMs).Please see the metadata file (*.txt, *.xml, or *.aux.xml) for more specific information.

The aerial survey and mapping services market is experiencing robust growth, driven by increasing demand across diverse sectors. The integration of advanced technologies such as LiDAR, photogrammetry, and advanced analytics is significantly enhancing the accuracy, efficiency, and applications of aerial surveys. This has led to wider adoption in industries like construction, where precise 3D models are crucial for project planning and management; forestry and agriculture, facilitating efficient land management and crop monitoring; and oil and gas, aiding in pipeline inspection and resource exploration. Furthermore, the rising need for environmental monitoring and disaster management is fueling market expansion. While the initial investment in equipment can be substantial, the long-term cost-effectiveness and detailed insights offered by aerial surveys are outweighing this barrier. A notable trend is the emergence of cloud-based solutions and data analytics platforms, providing easier access to data and sophisticated analysis capabilities. This is further driving the adoption of aerial survey and mapping technologies by smaller firms. Competition in the market is intense, with a mix of established players and emerging technology companies. Major players are focusing on strategic partnerships, acquisitions, and technological advancements to enhance their market position. However, factors such as regulatory hurdles, data privacy concerns, and the need for skilled professionals are acting as constraints to market growth. Geographically, North America and Europe currently hold a significant share of the market due to advanced technological infrastructure and high adoption rates across various sectors. However, rapid infrastructure development and increasing government investments in developing nations are expected to drive substantial growth in Asia-Pacific and other emerging regions over the forecast period. The market segmentation by aircraft type (fixed-wing, rotary-wing, UAVs), application (forestry, construction, utilities, etc.), and region offers insights into the diverse drivers and market dynamics at play. Assuming a moderate CAGR of 8% (a reasonable estimate given industry growth trends), and a 2025 market size of $5 billion, the market is poised for significant expansion, potentially reaching over $9 billion by 2033.

The digital mapping aerial photography market is experiencing robust growth, driven by increasing demand for high-resolution imagery across various sectors. The market's expansion is fueled by advancements in drone technology, offering cost-effective and efficient data acquisition compared to traditional methods. Applications span diverse fields, including precision agriculture (monitoring crop health and yield), urban planning (creating detailed 3D city models), infrastructure management (assessing bridge conditions and pipeline integrity), and environmental monitoring (tracking deforestation and pollution). Furthermore, the integration of AI and machine learning algorithms enhances data processing and analysis, extracting valuable insights from aerial imagery with greater speed and accuracy. We estimate the market size in 2025 to be around $2.5 billion, considering typical growth rates in related tech sectors and the increasing adoption of digital mapping solutions. A compound annual growth rate (CAGR) of 12% is projected for the forecast period (2025-2033), indicating significant market expansion. However, challenges remain. High initial investment costs for equipment and software can be a barrier for smaller businesses. Data security and privacy concerns, particularly regarding sensitive infrastructure or personal information captured in aerial images, need careful consideration and robust solutions. Furthermore, regulatory hurdles related to drone usage and airspace restrictions can impede market growth in certain regions. Despite these restraints, the continuous technological advancements and expanding applications across various industries are expected to propel the market toward substantial growth in the coming years. Key players like Vexcel Imaging, Leica Geosystems, and Teledyne Optech are driving innovation and shaping market trends through their technological advancements and market expansion strategies.

The Airborne Digital Mapping Camera market is experiencing robust growth, driven by increasing demand for high-resolution geospatial data across various sectors. The market's expansion is fueled by advancements in sensor technology, leading to improved image quality, resolution, and data processing capabilities. The integration of these cameras with both manned and unmanned aircraft platforms (UAVs or drones) is further accelerating market penetration. Applications span diverse fields, including precision agriculture, urban planning, infrastructure development, environmental monitoring, and defense & security. The linear array scanners (pushbroom) segment currently holds a significant market share due to their high accuracy and efficiency, although area array cameras are gaining traction for their broader field of view, suitable for rapid mapping applications. North America and Europe are currently the leading regional markets, owing to high technological adoption and well-established geospatial industries. However, significant growth potential exists in the Asia-Pacific region, driven by increasing infrastructure projects and government investments in surveying and mapping initiatives. The market faces challenges such as high initial investment costs for advanced systems and the need for skilled professionals to operate and process the data. Nevertheless, the overall market outlook remains positive, with a projected Compound Annual Growth Rate (CAGR) signifying continued expansion. The competitive landscape features a mix of established players and emerging technology providers. Established companies such as Vexcel Imaging, Leica Geosystems, and Teledyne Optech possess significant market share due to their extensive product portfolios and global reach. However, innovative startups and specialized UAV manufacturers are disrupting the market with cost-effective and user-friendly solutions, making airborne digital mapping technology more accessible. Future market growth will likely be shaped by continued technological innovation, including the development of hyperspectral and LiDAR integrated systems, improving data accuracy and expanding the range of applications. The increasing adoption of cloud-based data processing and analytics platforms is also expected to contribute to market expansion, enabling efficient data management and analysis for a wider range of users.

The global market for civil mapping UAVs is experiencing robust growth, driven by increasing demand across various sectors. The rising adoption of drone technology for efficient and cost-effective data acquisition in surveying, construction, agriculture, and infrastructure monitoring is a key factor. Technological advancements, such as improved sensor capabilities (higher resolution cameras, LiDAR, and multispectral sensors), enhanced flight autonomy features, and easier-to-use data processing software, are further fueling market expansion. The market's expansion is also propelled by the decreasing cost of UAVs and the increasing availability of skilled operators. We estimate the 2025 market size to be around $1.5 billion, considering the typical market size of related drone sectors and assuming a moderate CAGR of 15% based on industry trends. This growth trajectory is projected to continue throughout the forecast period (2025-2033), albeit potentially at a slightly decelerating rate as the market matures. However, market growth is not without its challenges. Regulatory hurdles, concerns about data privacy and security, and the need for skilled professionals to operate and interpret the data generated by mapping UAVs remain significant restraints. Furthermore, competition among established players and new entrants is intensifying, potentially leading to price pressure. Despite these challenges, the long-term outlook for the civil mapping UAV market remains positive. Continued technological innovation, coupled with the increasing acceptance and integration of drone technology across diverse sectors, will sustain the market's upward trajectory. The segmentation of the market is likely to evolve, with specialization within specific application areas (e.g., precision agriculture, 3D modeling for construction) becoming increasingly prominent.

Market Summary of LiDAR Drone Market:

• The LiDAR Drone Market size in 2023 was XX Million. The LiDAR Drone Market Industry's compound annual growth rate (CAGR) will be XX% from 2024 to 203. • The market is growing due to the use of LiDAR drones for mining and Increasing applications of drones in Civil and military services. • LiDAR drones are expensive to operate and subject to a number of stringent laws that impede the expansion of the market. • Agriculture segment is dominating the market. Drone technology and other robotics applications are driving the precision agriculture sector, where LiDAR data is a key component of the new farming movement. • North America is the dominant region in the LiDAR drone market because the defense industry is investing more money in cutting-edge technologies. Market Dynamics of LiDAR Drone Market:

Key Drivers of LiDAR Drone Market

The increase in use of LiDAR drones in mining is driving the market's growth. 

All across the world, mines are always in production. Large volumes of data must be accurately collected and managed for the many mining advancements. Inaccurate measurements in coal or iron mines result in unprofitable operations and can affect the desired product quality and output. Mines can be classified into four categories: placer, subterranean, open pit, and in-situ. Surveyors must visit the site and take total measurements using traditional measurement methods including total stations, GNSS, and other equipment. These methods take a lot of time and are usually unsafe. Furthermore, the data produced by these techniques is not globally imaginable, which restricts the use of digital updates in contemporary mines. LiDAR systems are used by mining firms to generate GIS data for DEM and DTM models, to gather geospatial data on the natural surface, the infrastructure of a mine, its intended expansion, and to estimate production volumes. Comparing UAV LiDAR systems to traditional approaches, they can produce contour maps, surface/volume calculations, accurate pit models, elevation data, and inventory information in a fraction of the time. For Instance, a British charity for mine clearance In the Angolan province of Cuando Cubango, the HALO Trust and Routescene collaborated to launch a UAV Lidar project in Cuito Cuanavale. The advantages of using UAV Lidar to identify and map minefield characteristics as a foundation for guiding clearance strategy are illustrated in this case study. Through a focused strategy, the results can make clearance activities safer and accelerate clearance.(Source: https://www.gim-international.com/content/article/how-uav-lidar-improves-landmine-clearance-planning) Mining corporations can promptly identify locations that are appropriate for extraction and those that need more research by analyzing the data collected from these drones. Because they can identify gas leaks and other possible risks both above and below ground, drones are also essential in maintaining the security of mining sites. Cutting-edge sensors, such as infrared cameras, can warn miners, providing them with enough time to react quickly and avert possible accidents. Hence, Drones are now a necessary tool for quickly and efficiently covering large land regions and the market is expanding.

Increasing applications of drones in Civil and military services drives the market growth for LiDAR Drones. 

Armed forces and armies employ LiDAR for a wide range of defense purposes, including mapping the battlefield, establishing line of sight, assisting with mine countermeasures, and enabling military vehicles to navigate autonomously. Government agencies are making significant investments in LiDAR drones for use in civil and defense engineering applications to lower risk and improve accuracy in these important industries. The main elements that drive the market for such drones for defense applications include the necessity for unmanned aerial vehicles to secure perimeters, reduce the number of casualties on the battlefield, maintain high precision in LiDAR-based monitoring, and keep places under observation from the skies. Additionally, there has been a rise in the need for infrastructure projects. The LiDAR drone industry is expected to grow as a result of the government's large defense spending and the usage of these dro...

NPM Bangladesh has produced a number of tools based on its regular data collection activities. The package of July 2019 is based on NPM Site Assessment 15 (as of 24 June 2019) and NPM most updated drone imagery (as of 23 January 2019).

Here below, the complete package by camp:

SW Map package KMZ file Drone image

The full image and shapefiles are available at this link.

Accurate data on community structure is a priority issue in studying coastal habitats facing human pressures. The recent development of remote sensing tools has offered a ground-breaking way to collect ecological information at a very fine scale, especially using low-cost aerial photogrammetry. Although coastal mapping is carried out using Unmanned Aerial Vehicles (UAVs or drones), they can provide limited information regarding underwater benthic habitats. To achieve a precise characterisation of underwater habitat types and species assemblages, new imagery acquisition instruments become necessary to support accurate mapping programmes. Therefore, this study aims to evaluate an integrated approach based on Structure from Motion (SfM) photogrammetric acquisition using low-cost Unmanned Aerial (UAV) and Surface (USV) Vehicles to finely map shallow benthic communities, which determine the high complexity of coastal environments. The photogrammetric outputs, including both UAV-based high (sub-meter) and USV-based ultra-high (sub-centimetre) raster products such as orthophoto mosaics and Digital Surface Models (DSMs), were classified using Object-Based Image Analysis (OBIA) approach. The application of a supervised learning method based on Support Vector Machines (SVM) classification resulted in good overall classification accuracies > 70%, proving to be a practical and feasible tool for analysing both aerial and underwater ultra-high spatial resolution imagery. The detected seabed cover classes included above and below-water key coastal features of ecological interest such as seagrass beds, “banquettes” deposits and hard bottoms. Using USV-based imagery can considerably improve the identification of specific organisms with a critical role in benthic communities, such as photophilous macroalgal beds. We conclude that the integrated use of low-cost unmanned aerial and surface vehicles and GIS processing is an effective strategy for allowing fully remote detailed data on shallow water benthic communities.