Geospatial Analytics Global Market Report 2023 – By Components (Solutions, Services), By Type (Surface And Field Analytics, Network And Location Analytics, Geovisualization, Other Types), By Technology (Remote Sensing, GIS, GPS, Other Technologies), By Application (Surveying, Medicine And Public Safety, Disaster Risk Reduction And Management, Climate Change Adaptation, Other Applications), By End User Industry (Agriculture, Utility And Communication, Defense And Intelligence, Government, Natural Resources, Other End User Industries) – Market Size, Trends, And Global Forecast 2023-2032

Geotechnical services are a branch of civil engineering services and are employed in designing infrastructure such as bridges, tunnels, and other onshore and offshore structures as construction support by investigating the soil, rock, fault distribution, and bedrock properties. The main types of products in geotechnical services are underground city space engineering, slope and excavation engineering, and ground and foundation engineering. Slope and excavation engineering are used in designing stable and long-lasting slope and excavation support systems. It helps in understanding how soft soils and hard rock respond to excavation to provide a full range of slope stability and support-of-excavation solutions, from the construction of support designs for new slopes or excavations to the design of slope instabilities or post-slope failure remedial methods. The different networking technologies include wired, and wireless and are used in various applications such as municipal engineering, hydraulic engineering, bridge and tunnel engineering, mining engineering, marine engineering, national defense engineering, building construction, and others. The global geotechnical services market is segmented - 1) By Product Type: Underground City Space Engineering, Slope And Excavation Engineering, Ground And Foundation Engineering 2) By Networking Technology: Wired, Wireless 3) By Application: Municipal Engineering, Hydraulic Engineering, Bridge And Tunnel Engineering, Mining Engineering, Marine Engineering, National Defense Engineering, Building Construction, Other Applications The global geotechnical services market size will grow from $2.08 billion in 2022 to $2.22 billion in 2023 at a compound annual growth rate (CAGR) of 6.5%. The Russia-Ukraine war disrupted the chances of global economic recovery from the COVID-19 pandemic, at least in the short term. The war between these two countries has led to economic sanctions on multiple countries, a surge in commodity prices, and supply chain disruptions, causing inflation across goods and services and affecting many markets across the globe. The market size of the global geotechnical services is expected to grow to $2.71 billion in 2027 at a CAGR of 5.1%. The rising investments in wind energy are expected to propel the growth of the geotechnical services market going forward. The technique of using the wind to generate mechanical power or electricity is referred to as wind energy. It necessitates the use of particularly tailored geotechnical exploration and data analysis approaches to managing risks at various phases of project development. For instance, according to the U.S. Department of Energy, wind energy accounted for $24.6 billion of investment in 2020 in the USA. The offshore wind pipeline in the United States rose by 24% year over year, with 35,324 MW at various phases of development. Therefore, the rising investment in wind energy is driving the growth of the geotechnical services market. Major players in the geotechnical services market are AECOM, AMEC Engineering, Arup Group, Bechtel Group, CH2M HILL, Fugro, Gardline Limited, Geoquip Marine Group, HDR Inc., Jacobs Engineering Group, Kiewit Corporation, Stantec, Tetra Tech, Turner Construction, and WSP Global. Technological advancement is a key trend gaining popularity in the geotechnical services market. Technological advancement is a discovery of knowledge that advances technology. In July 2021, Ryder Geotechnical Limited, a UK-based geotechnical services provider launched its new geotechnical data analysis solution Hadrian Cloud Services. Hadrian is an analytical and visualization tool that allows users to easily interact and interrogate geotechnical data and provide detailed design. It also offers hassle-free geotechnical insight via intuitive controls, speed-ups the responsive data-driven design decisions, and helps streamline the offshore construction project. In July 2021, Universal Engineering Sciences (UES), a US-based engineering and consulting company specializing in geotechnical engineering, construction materials testing, building code compliance, threshold inspections, and environmental consulting acquired Geotechnology Inc., for an undisclosed amount. The acquisition is expected to expand the presence of Universal Engineering Sciences into seven additional states, making it a national firm. Geotechnology Inc., is a US-based producer of geotechnical services such as geology, subsurface exploration services, site evaluation, material testing, and earthquake engineering. North America was the largest region in the geotechnical services market in 2022. The regions covered in the geotechnical services market analysis report are Asia-Pacific, Western Europe, Eastern Europe, North America, South America, the Middle East, and Africa. The countries covered in the geotechnical services market report are Australia, Brazil, China, France, Germany, India, Indonesia, Japan, Russia, South Korea, the UK, and the USA. The geotechnical services market consists of revenue earned by entities that involve the study of materials present under the earth's surface. It is a branch of civil engineering and is used in planning infrastructures such as tunnels and bridges and other onshore and offshore constructions. It also includes specialist fields such as soil and rock mechanics, geophysics, hydrogeology, and associated disciplines such as geology. The market value includes the value of related goods sold by the service provider or included within the service offering. Only goods and services traded between entities or sold to end consumers are included. The market value is defined as the revenues that enterprises gain from the sale of goods and/or services within the specified market and geography through sales, grants, or donations in terms of the currency (in USD, unless otherwise specified). The revenues for specified geography are consumption values that are revenues generated by organizations in the specified geography within the market, irrespective of where they are produced. It does not include revenues from resales along the supply chain, either further along the supply chain or as part of other products. The geotechnical services market research report is one of a series of new reports from The Business Research Company that provides geotechnical services market statistics, including geotechnical services industry global market size, regional shares, competitors with a geotechnical services market share, detailed geotechnical services market segments, market trends and opportunities, and any further data you may need to thrive in the geotechnical services industry. This geotechnical services market research report delivers a complete perspective of everything you need, with an in-depth analysis of the current and future scenario of the industry.

The geophysical services specialise in locating and measuring the number of resources such as minerals, oil, and gas, assessing earthquake hazards, investigating the subsurface for engineering structures, investigating archaeological sites, and imaging the subsurface for environmental hazards. The main types of surveys in geophysical services are land, marine, and aerial. Land surveying is the art and science of creating or reinforcing real property (land) corners, lines, borders, and landmarks based on documented documents, historical data, and current practise standards. The different technologies include seismic, magnetic, gravity, electromagnetic, lidar, ground penetrating, and others and are used in various applications such as roads, rails, ports, airports, pipelines, and others. The several sectors include agriculture, the environment, minerals and mining, oil and gas, water exploration, and others. The global geophysical services market is segmented - 1) By Survey Type: Land, Marine, Aerial 2) By Technology: Seismic, Magnetic, Gravity, Electromagnetic, Lidar, Ground Penetrating, Other Technologies 3) By Application: Road, Rail, Port, Airport, Pipeline, Other Applications 4) By End User: Agriculture, Environment, Minerals and Mining, Oil and Gas, Water Exploration, Other End Users The global geophysical services market size will grow from $14.15 billion in 2022 to $14.67 billion in 2023 at a compound annual growth rate (CAGR) of 3.7%. The Russia-Ukraine war disrupted the chances of global economic recovery from the COVID-19 pandemic, at least in the short term. The war between these two countries has led to economic sanctions on multiple countries, a surge in commodity prices, and supply chain disruptions, causing inflation across goods and services and affecting many markets across the globe. The market size of global geophysical services is expected to grow to $16.41 billion in 2027 at a CAGR of 2.8%. Growing exploration activities are contributing to the growth of the geophysical services market. Mineral exploration aims to discover deposits of minerals and rocks that can be used to meet the resource needs of society, which could be fulfilled by geophysical services. According to the Australia Bureau of Statics, released in August 2020, in the first quarter of June 2020, mineral exploration expenditure rose 11.91%, or $72.7 million, to $683.3 million. As per Gold Mining Report of the World Gold Council, the gold mines production of India could rise to 20 tonnes per year from 1.6 tonnes in 2020. Total mine production in Australia rose by 3% y-o-y due to higher production at a few mines. Thus, the rise in production and exploration in different sectors by using geophysical devices is paving the way for the growth of the geophysical services market. Major players in the geophysical services market are Schlumberger, TGS Geophysical Company (UK) Ltd., CGG Geoscience company, Ion Geophysical, Polarcus Ltd., Geokinetics, Halliburton Company, Dawson Geophysical Services, EON Geosciences Inc., Geophysical Survey Systems Inc., Phoenix Geophysics, Sea Geo Surveys Pvt Ltd., Spectrum Geophysics, Geotech Survey, P.G.S., BGP Inc., Fugro, SA Exploration, Seabird Exploration, EMGS, Geospace Technologies, COSL-China Oilfield Services Limited, New Resolution Geophysics (NRG), Paradigm, Ramboll Group AS, Sercel SA, IRIS Instruments, DMT Gmbh and Co.KG., Petroleum Geo Services, Geoex Ltd and IG Seismic Services. Geohazards are one of the major challenges faced by the geophysical services market. Geohazards include earthquakes, landslides, collapses, debris flows, and ground collapses, which may lead to widespread damage or risk. Mining activities sometimes lead to earthquakes, which can lead to the collapse of roofs in mines. At least 19 people died and many were injured due to the collapse of the marble mine at Zairat Ghar Mountain in Pakistan. Similarly, in March 2022, 14 workers died in China’s Sanhe Shunxun coal mine due to a roof shaft collapse. Failure of geophysical devices such as microseismic monitoring devices can lead to geohazards and thus limit the growth of the geophysical services market. Geophysical service providers are using drones to conduct aerial geophysical surveys. Estimating the variety of key physical or geochemical boundaries of the earth by means of air is conducted through aerial/airborne geophysical surveying. Drones used for surveying are equipped with a magnetometer and other sensors such as electromagnetic, gamma-ray, spectrometry, magnetic, and gravity to get clear and productive results from the survey. In June 2020, Terremys, a startup company, launched a lightweight UAV (Unmanned Aerial Vehicles) magnetic survey technology which will allow multi-scale aeromagnetic surveys using a measuring system weighing less than 500 grams. AeroVision Airborne Geophysics (Drone-MAG) is an innovative product of Abitibi Geophysics which provides low-altitude aeromagnetic surveys, creating high-resolution data at regular intervals at a fraction of the cost of the ground mag. In September 2020, Liberty Oilfield Services, a US-based oilfield service company, acquired the hydraulic fracturing arm of Schlumberger Ltd. for $448 million. With the help of this deal, Liberty will gain the OneStim business unit of Schlumberger and expand its technology portfolio in geophysical services. Schlumberger is a US-based company providing services in oilfields, geophysics, and others. North America was the largest region in the geophysical services market in 2022. Western Europe was the second largest region in the global geophysical services market share. The regions covered in the global geophysical service market analysis report are Asia-Pacific, Western Europe, Eastern Europe, North America, South America, the Middle East, and Africa. The countries covered in the geophysical services market are Australia, Brazil, China, France, Germany, India, Indonesia, Japan, Russia, South Korea, the UK, and the USA. The geophysical services market consists of revenue earned by entities by providing services such as locating and measuring the extent of subsurface resources, such as oil, gas, and minerals, and also conducting surveys for engineering purposes. The surveying techniques include magnetic surveys, gravity surveys, seismic surveys, or electrical and electromagnetic surveys. The market value includes the value of related goods sold by the service provider or included within the service offering. Only goods and services traded between entities or sold to end consumers are included. The market value is defined as the revenues that enterprises gain from the sale of goods and/or services within the specified market and geography through sales, grants, or donations in terms of the currency (in USD, unless otherwise specified). The revenues for specified geography are consumption values – that is, they are revenues generated by organizations in the specified geography within the specified geophysical services market, irrespective of where they are produced. It does not include revenues from resales, either further along the supply chain or as part of other products. The geophysical services market research report is one of a series of new reports from The Business Research Company that provides geophysical services market statistics, including geophysical services industry global market size, regional shares, competitors with a geophysical services market share, detailed geophysical services market segments, market trends and opportunities, and any further data you may need to thrive in the geophysical services industry. This geophysical services market research report delivers a complete perspective of everything you need, with an in-depth analysis of the current and future scenarios of the industry.

The GPS equipment refers to various devices and tools required for the functioning of satellite navigation system. A GPS is a satellite navigation system that determines an object's location on the ground. The main product types of GPS equipment are data loggers, data pushers, data pullers, and covert GPS trackers. Data loggers are electronic devices that monitor and record environmental parameters automatically over time, allowing conditions to be measured, documented, analyzed, and validated. The various applications of GPS equipment include road, aviation, marine, location-based services, surveying and mapping and others that are used by transportation and logistics, construction, oil and gas, metals and mining, government, among others. The global GPS equipment market is segmented - 1) By Product Type: Data loggers, Data pushers, Data pullers, Covert GPS Trackers 2) By End-Use Industry: Transportation & Logistics, Construction, Oil & Gas, Metals & Mining, Government, Other End-Use Industries (Hospitality, Education, Retail, Agriculture, and Healthcare) 3) By Application: Road, Aviation, Marine, Location-based services, Surveying and Mapping, Other Applications The global GPS equipment market size will grow from $2.4 billion in 2022 to $2.54 billion in 2023 at a compound annual growth rate (CAGR) of 5.7%. The Russia-Ukraine war disrupted the chances of global economic recovery from the COVID-19 pandemic, at least in the short term. The war between these two countries has led to economic sanctions on multiple countries, a surge in commodity prices, and supply chain disruptions, causing inflation across goods and services and affecting many markets across the globe. The market size of global GPS equipment is expected to grow to $3.12 billion in 2027 at a CAGR of 5.4%. Increased use of GPS tracking devices in commercial vehicles contributed to the growth of the GPS equipment market. GPS tracking devices help in monitoring commercial vehicles such as trucks, buses, heavy commercial vehicles, and construction vehicles. Through monitoring and handling these vehicles in real-time with GPS trackers, companies can get real-time updates, optimize routes, increase efficiency, and improve fuel efficiency among others. Businesses are increasingly using GPS for tracking vehicles and will have an edge over their competitors in giving a better customer experience. Therefore, the use of GPS equipment in commercial vehicles is a key factor leading to the growth of the GPS equipment market. Major players in the GPS equipment market are Calamp Corporation, Sierra Wireless, Inc., Orbocomm Inc., Queclink Wireless Solutions Co., Ltd., Laird PLC., Tomtom International Bv, Concox Wireless Solution, Xirgo Technologies, Inc., Shenzhen Concox Information Technology Co. Ltd., and Maestro Wireless Solutions. Security threat in GPS tracking applications is expected to hinder the growth of the market. Hackers can interfere with the signals from GPS equipment market and take advantage of the vehicle in ways unimaginable. The signals could be jammed during the transmission. The vulnerability of GPS will allow a hacker to track the positions of thousands of vehicles and even switching the engines off while they are in motion causing a complication. For instance, in September 2021, according to a research study conducted by Bitsight, a US-based cybersecurity ratings company, stated the vulnerabilities of threats on GPS tracking, stated that the MiCODUS API server contains the password vulnerability known as CVE-2022-2107. It has a 9.8 CVSS score and enables remote attackers to send SMS commands to a target's GPS tracker by using a hardcoded master password to access into the web server. A 9.8 CVSS rating was also given to CVE-2022-2141 because to faulty authentication. An attacker could be able to use this vulnerability to send the tracking device SMS commands without being verified. The hacker claimed that he could track vehicles in many countries, including South Africa, MorocCo., India, and the Philippines. The vulnerabilities in GPS equipment causing complications in smooth operations restrict the growth of the GPS equipment market. The software integrated with GPS trackers has developed rapidly. The use of advanced software can deliver real time data on a specific location. The advanced software has helped improve mapping capabilities and the ability to integrate with resources such as Google Earth and predictive diagnosis. For instance, in September 2022, Trackem, a US-based platform for monitoring resources, supplies, and job progress, has launched its most recent version of its GPS tracking platform for clients. The new system includes tools for tracking fuel bills, fleet-wide fuel usage, mileage analysis, and driver scorecards. Scorecards for drivers make it easier to see those who frequently accelerate quickly or drive too fast, both of which increase fuel consumption. This data may be employed for disciplinary or instructional purposes. Numerous places in the fleet that can be modified for fuel economy can be found with the use of detailed reports. Additionally, the new Maintenance area can help fleet managers or business owners stay current and repair their vehicles to maximize fuel efficiency. The development of an enhanced GPS tracker is gaining traction and contributes to the growth of the market. In January 2020, BAE Systems, Inc., a UK-based aerospace and security company acquired Collins Aerospace’s military global positioning system (GPS) business for $1.925 billion and Raytheon’s Airborne Tactical Radios (ATR) business for cash of $275 million. The acquisitions of GPS and ATR business is aimed to strengthen BAE Systems, Inc. in defense electronics and communication systems business. Collins Aerospace, a USA-based company, specialized in avionics and information technology systems business. Raytheon, a USA-based company, specialized in the manufacturing of military and commercial electronics. The Asia-Pacific was the largest region in the GPS equipment market in 2022. Asia-Pacific is expected to be the fastest-growing region in the global GPS equipment market share during the forecast period. The regions covered in the global GPS equipment market analysis report are Asia-Pacific, Western Europe, Eastern Europe, North America, South America, the Middle East, and Africa. The countries covered in the GPS equipment market report are Australia, Brazil, China, France, Germany, India, Indonesia, Japan, Russia, South Korea, UK, USA. The global positioning system GPS equipment market consists of sales of equipment for determining the ground position of an object through GPS satellites. GPS is a satellite navigation system that transmits specific signals that allow GPS equipment to decode and measure the satellite's exact location. Values in this market are factory gate values, that is the value of goods sold by the manufacturers or creators of the goods, whether to other entities (including downstream manufacturers, wholesalers, distributors and retailers) or directly to end customers. The value of goods in the GPS equipment market includes related services sold by the creators of the goods. Only goods and services traded between entities or sold to end consumers are included. The market value is defined as the revenues that enterprises gain from the sale of goods and/or services within the specified market and geography through sales, grants, or donations in terms of the currency (in USD, unless otherwise specified). The revenues for a specified geography are consumption values that are revenues generated by organizations in the specified geography within the market, irrespective of where they are produced. It does not include revenues from resales along the supply chain, either further along the supply chain or as part of other products. The GPS equipment market research report is one of a series of new reports from The Business Research Company that provides GPS equipment market statistics, including GPS equipment industry global market size, regional shares, competitors with a GPS equipment market share, detailed GPS equipment market segments, market trends and opportunities, and any further data you may need to thrive in the GPS equipment industry. This GPS equipment market research report delivers a complete perspective of everything you need, with an in-depth analysis of the current and future scenario of the industry.

Geophysical data provides information on the surface and subsurface physical properties of the Earth. As a result, geophysical data can assist in identifying hydrocarbons, minerals, aggregate, and other natural resources. The main service types of geophysical data collection are data acquisition, data processing, and interpretation. Data acquisition refers to the process of sampling signals that measure real-world physical circumstances and transforming the resulting samples into digital numeric values that may be controlled by a computer. The various technologies include 2D imaging, 3D imaging, and 4D imaging and are used by several industries such as agriculture, the environment, minerals & mining, oil & gas, and water exploration. The global geophysical data collection market is segmented - 1) By Service: Data Acquisition, Data Processing, Interpretation 2) By Technology: 2D Imaging, 3D Imaging, 4D Imaging 3) By End User: Agriculture, Environment, Minerals & Mining, Oil & Gas, Water Exploration The global geophysical data collection market size will grow from $7.3 billion in 2022 to $7.49 billion in 2023 at a compound annual growth rate (CAGR) of 2.5%. The Russia-Ukraine war disrupted the chances of global economic recovery from the COVID-19 pandemic, at least in the short term. The war between these two countries has led to economic sanctions on multiple countries, a surge in commodity prices, and supply chain disruptions, causing inflation across goods and services and affecting many markets across the globe. The market size of global geophysical data collection is expected to grow to $8.01 billion in 2027 at a CAGR of 1.7%. The rise in demand for better understanding of reservoirs in production and design tasks to meet the world’s current and future energy needs contributed to the growth of the geophysical data collection market. An increasing population, rising living standards, and continuing economic development will require a vast amount of energy. According to the United Nations, the world population is projected to increase from 7.8 billion in 2020 to 9.9 billion in 2050. Fossil fuels are expected to meet more than 50% of primary energy demand as much of the world's energy is produced by burning fossil fuels such as oil, coal, and gas. According to ET EnergyWorld, the demand for petrochemicals is estimated to double in the next 20 to 30 years, approximately, from 20 million barrels per day to 22 million barrels per day. Therefore, the increasing population combined with the increasing demand for resources is expected to have a positive impact on the growth of the geophysical data collection market. Major players in the geophysical data collection market are Compagnie Generale De Geophysique (CGG), TGS-NOPEC Geophysical, Dawson Geophysical, Geotech, Geophysical Survey Systems, ION Geophysical Corporation, Phoenix Geophysics, Schlumberger - WesterngeCo., Petroleum Geo-Services and CSA Global. Data migration is a challenge for smaller institutions and organisations that lack the necessary funds. A large volume of subsurface data gathered over the years using various techniques and equipment remained in paper format and on older media such as film or various forms of magnetic tape. Because the majority of data is now stored electronically, the old data is being transferred to digital medium. However, data migration is a major challenge, as in this process, data can be lost because of obsolete formats, obsolete equipment, or physical degradation of the magnetic medium. Data migration is also time-consuming and cost-consuming in nature, especially for smaller institutions and organisations that lack the necessary funds. Technology collaboration is a key trend in geophysical data acquisition. Technology collaborations are becoming necessary to keep pace with digital transformations. Artificial Intelligence and Machine Learning methods are being deployed and accepted in geophysical services. In February 2022, Shearwater Geoservices Software Inc., is a subsidiary of Shearwater Geoservices Holding AS, a provider of marine geophysical services, entered in a strategic technology collaboration with ConocoPhillips, a petroleum refineries company which is focused on hydrocarbon exploration and production. In this collaboration, ConocoPhillips will become a user of Shearwater's industry leading Reveal seismic processing and imaging software. Shearwater has committed to supporting the development and application of the CSI technology, as well as providing ConocoPhillips with future seismic acquisition and imaging services. CSI enables geoscientists to reconstruct seismic images more accurately and more efficiently with less data, allowing ConocoPhillips to improve decision quality, reduce costs, and increase efficiency. It will be commercialized for current and future customers. In July 2021, Seequent business unit of Bentley Systems Incorporated, a US-based infrastructure engineering software company, acquired Aarhus GeoSoftware for an undisclosed amount. The acquisition of Aarhus GeoSoftware is expected to expand Seequent's capabilities in operational groundwater management and sustainability projects involving exploration, contaminants, and infrastructure resilience. Aarhus GeoSoftware is a Denmark-based professional software solutions developer. North America was the largest region in the geophysical data collection market in 2022. Western Europe was the second largest region in the global geophysical data collection market share. The regions covered in the global geophysical data collection market analysis report are Asia-Pacific, Western Europe, Eastern Europe, North America, South America, Middle East, and Africa. The countries covered in the geophysical data collection market are Australia, Brazil, China, France, Germany, India, Indonesia, Japan, Russia, South Korea, the UK, and the USA. The geophysical data collection market consists of revenue earned by entities by providing services such as locating and measuring the extent of subsurface resources, such as oil, gas, and minerals, and also conduct surveys for engineering purposes. The surveying techniques include magnetic surveys, gravity surveys, seismic surveys, or electrical and electromagnetic surveys. The market value includes the value of related goods sold by the service provider or included within the service offering. Only goods and services traded between entities or sold to end consumers are included. The market value is defined as the revenues that enterprises gain from the sale of goods and/or services within the specified market and geography through sales, grants, or donations in terms of the currency (in USD, unless otherwise specified). The revenues for specified geography are consumption values – that is, they are revenues generated by organizations in the specified geography within the specified market, irrespective of where they are produced. It does not include revenues from resales either further along the supply chain or as part of other products. The geophysical data collection market research report is one of a series of new reports from The Business Research Company that provides geophysical data collection market statistics, including geophysical data collection industry global market size, regional shares, competitors with a geophysical data collection market share, detailed geophysical data collection market segments, market trends and opportunities, and any further data you may need to thrive in the geophysical data collection industry. This geophysical data collection market research report delivers a complete perspective of everything you need, with an in-depth analysis of the current and future scenario of the industry.

The aerial imaging refer to pictures or images captured from an airborne craft. Cameras are attached to airborne crafts such as helicopters, parachutes, aircraft, kites, unmanned aerial vehicles (UAVs), balloons, and more to help with assessing risk mitigation, resource planning, engineering, and others. The main types of imaging in aerial imaging market are vertical imaging and oblique imaging. The vertical aerial imaging captured from the aerial vehicle whose camera axis is directed towards the ground as vertically as possible. Vertical photographs are often used to create orthophotos, alternatively known as orthophoto maps, photographs that have been geometrically corrected to be usable as a map. The platform are fixed wing aircraft, helicopter, UAV and drone and others and end-users are government, energy, military and defense, agriculture and forestry, archaeology and civil engineering, oil and gas and others. Aerial imaging have application in geospatial mapping, infrastructure planning, asset inventory management, environmental monitoring, national and urban mapping, surveillance and monitoring, disaster management and other applications. The global aerial imaging market is segmented – 1) By Imaging Type: Vertical Imaging, Oblique Imaging 2) By Platform: Fixed Wing Aircraft, Helicopter, UAV And Drone, Other Platform 3) By End-Use: Government, Energy, Military And Defense, Agriculture And Forestry, Archaeology And Civil Engineering, Oil And Gas, Other End-Users 4) By Application: Geospatial Mapping, Infrastructure Planning, Asset Inventory Management, Environmental Monitoring, National And Urban Mapping, Surveillance And Monitoring, Disaster Management, Other Applications The global aerial imaging market size grew from $3.02 billion in 2022 to $3.45 billion in 2023 at a compound annual growth rate (CAGR) of 14.2%. The Russia-Ukraine war disrupted the chances of global economic recovery from the COVID-19 pandemic, at least in the short term. The war between these two countries has led to economic sanctions on multiple countries, a surge in commodity prices, and supply chain disruptions, causing inflation across goods and services, and affecting many markets across the globe. The market size of global aerial imaging is expected to grow to $5.98 billion in 2027 at a CAGR of 14.7%. Growing incidents of natural disasters are expected to propel the growth of the aerial imaging market. Natural disasters are sudden and terrible events in nature changes such as a hurricane, tornado, or flood mainly due to climate that usually results in serious damage and many deaths. Aerial imaging helps to take prompt on-ground action, much faster than manual detection, analysis, and action to reduce further damages while reducing response time. Due to growing incidents of natural disasters, there will be an increasing demand for aerial imaging solutions to manage the situations. For instance, according to the World Economic Forum, in the past 20 years, 7,348 disasters are recorded that took 1.23 million lives. China alone reported 577 disasters, followed by the US with 467, and India with 321 respectively. In 2021, the Assam earthquake was a major natural disaster in India that occurred in April 2021 which resulted in 2 deaths and injuries of 12-13 people and lots of property damage. Thus, the growing incidents of natural disasters are expected to drive the growth of the aerial imaging market. Major players in the aerial imaging market are Digital Aerial Solutions LLC, Airobotics, Cooper Aerial Surveys Co, EagleView Technologies Inc., Fugro NV, GeoVantage Inc., Kucera International Inc., Landiscor Real Estate Mapping, Nearmap Ltd., High Eye Aerial Imaging, Sky-Watch A/S, NRC Group ASA and Blom Norway AS. The launch of new technology is a key trend gaining popularity in the aerial imaging market. Technological advancements in aerial imaging include the launch of drones with advanced functions and features such as supporting apps, advanced photo/video capabilities, better transmission, reduced weight, improved sensors, and more. Major companies operating in the aerial imaging market are focused on offering technological advancements in aerial imaging to gain a competitive edge and strengthen their position in the market. For instance, in November 2020, DJI, a Chinese technology company launched the DJI Mini 2 drone with the DJI Fly app. This drone can record up to 4K/30p video, capture Raw+JPEG files, and features DJI's robust OcuSync 2.0 transmission technology instead of relying on Wi-Fi. Additional features include a low weight of 249g, 1/2.3"" CMOS image sensor, 31-minute flight time, and others. The DJI Fly app includes a slick, pared-down, and intuitive interface. In November 2020, Cooper Aerial Surveys Co, a US-based multi-disciplinary aerial photography & mapping company acquired Nor East Mapping Inc. for an undisclosed amount. With this acquisition, Cooper Aerial Surveys Co will enhance the product improvement and quality deliverables to customers while continuing to offer services to the Northeast market. Nor East Mapping Inc. is a US-based aerial photography mapping company. North America was the largest region in the aerial imaging market in 2022. The regions covered in the aerial imaging market analysis report are Asia-Pacific, Western Europe, Eastern Europe, North America, South America, Middle East and Africa. The countries covered in the aerial imaging market report are Australia, Brazil, China, France, Germany, India, Indonesia, Japan, Russia, South Korea, UK and USA. The aerial imagining market consists of revenues earned by entities by providing aerial imaging solutions such as LiDAR technology and photogrammetry for aerial survey scans of terrain to provide actionable data that can be analyzed to enhance security systems and to perform a specific task. The market value includes the value of related goods sold by the service provider or included within the service offering. The aerial imaging market also includes sales of aerial vehicles such as helicopters, satellites, planes, and UAVs. Values in this market are ‘factory gate’ values, that is the value of goods sold by the manufacturers or creators of the goods, whether to other entities (including downstream manufacturers, wholesalers, distributors and retailers) or directly to end customers. The value of goods in this market includes related services sold by the creators of the goods. The market value is defined as the revenues that enterprises gain from the sale of goods and/or services within the specified market and geography through sales, grants, or donations in terms of the currency (in USD, unless otherwise specified). The revenues for a specified geography are consumption values that are revenues generated by organizations in the specified geography within the market, irrespective of where they are produced. It does not include revenues from resales along the supply chain, either further along the supply chain or as part of other products. The aerial imaging market research report is one of a series of new reports from The Business Research Company that provides aerial imaging market statistics, including aerial imaging industry global market size, regional shares, competitors with an aerial imaging market share, detailed aerial imaging market segments, market trends and opportunities, and any further data you may need to thrive in the aerial imaging industry. This aerial imaging market research report delivers a complete perspective of everything you need, with an in-depth analysis of the current and future scenario of the industry.

Big data and analytics is the use of certain advanced analytics techniques on big data or very large datasets to generate business insights. It begins with data collection with predefined templates and forms, followed by data maintenance, data processing, and data analysis. The main analytics tools of big data and analytics are dashboard and data visualization, self-service tools, data mining and warehousing, reporting and others. Data visualization is the method of converting big data sets and metrics into charts, graphs, and other graphics. The resulting visual representation of data makes it easier to detect and convey real-time patterns, outliers, and fresh insights about the data. The analytics tools are deployed through on-premise and cloud mode for customer analytics, supply chain analytics, marketing analytics, pricing analytics, spatial analytics, workforce analytics, risk and credit analytics, transportation analytics and others. The big data tool and analytics are used by various end-use industries such as BFSI, retail, manufacturing, IT and telecom, government, healthcare, utility, others. The global big data and analytics market is segmented - 1) By Analytics Tools: Dashboard & Data Visualization, Self-Service Tools, Data Mining & Warehousing, Reporting, Other Analytics Tools 2) By Deployment Mode: On-Premise, Cloud 3) By End Use Industry: BFSI, Retail, Manufacturing, IT and Telecom, Government, Healthcare, Utility, Other End Use Industries 4) By Application: Customer Analytics, Supply Chain Analytics, Marketing Analytics, Pricing Analytics, Spatial Analytics, Workforce Analytics, Risk & Credit Analytics, Transportation Analytics, Other Application The global big data and analytics market size will grow from $92.06 billion in 2022 to $104.19 billion in 2023 at a compound annual growth rate (CAGR) of 13.2%. The Russia-Ukraine war disrupted the chances of global economic recovery from the COVID-19 pandemic, at least in the short term. The war between these two countries has led to economic sanctions on multiple countries, a surge in commodity prices, and supply chain disruptions, causing inflation across goods and services and affecting many markets across the globe. The market size of the global big data and analytics is expected to grow to $172.84 billion in 2027 at a CAGR of 13.5%. The growing investments in business intelligence, data analytics tools by major companies, and increasingly adopting different styles of analytics to resolve their business imperatives and personalize the service or product according to the customers' aspirations boosts the growth of the big data and analytics market. For instance, CostCo., a major retailer that collects its customer's data on purchases to provide personalized service was able to warn its customers who bought stone fruits to warn them of possible contamination using the analytics software instead of sending a blanket message to everyone. This increasing need to personalize the service to cater to the customers compels businesses to invest in data analytics tools, thereby increasing demand for the big data and analytics market. Major players in the big data and analytics market are IBM Corporation, Oracle Corporation, Microsoft Corporation, SAP SE, SAS Institute Inc., Teradata Corporation, Accenture, Salesforce, Cisco Systems, Tableau Software, Hewlett Packard Enterprise Development LP., Amazon Web Services,, Dell Inc., Cloudera, Musigma, Informatica, Alpine Data Labs, Alteryx, Amazon Web Services, BigML, Cognonto Corp., Couchbase, Inc., and Dataiku. The shortage of skilled professionals is a major restraint for the big data and analytics market. Developing hardware, software and system integration require trained and specialized resources to handle data preparation, create predictive models, and integrate these into applications. The resources are either unavailable or too expensive to hire, which stifles the growth of the big data and analytics market. According to the US Bureau of Labor Statistics, 11.5 million new jobs will be created for data science and analytics by the year 2026. However, the lack of a skilled workforce to occupy the job vacancies hinders big data and analytics market growth. The agile process' success in software development and the development of the latest technologies have made it very popular in the innovation industry. Few leading-edge organizations use an agile approach to manage their data systems. Agile is a technique for designing applications or handling operations more effectively in IT organizations. Broadly, it's a collaborative methodology where cross-functional teams develop and create minimally viable products (MVPs) and features quickly, test them with consumers, and optimize and improve them in rapid iterations. The agile process helps to make changes in the workflow even in the later stages, which will help to work in the best interests of the client. Agile organizations have a 70% chance of being in the top quartile of organizational health, indicating the best long-term performance amongst competitors. These companies become more customer-centric, have higher revenue growth, and a more engaged workforce. In April 2022, Accenture, a global information technology company acquired Ergo for an undisclosed amount. The acquisition will broaden the Cloud First capabilities of Accenture and increases its customer base in the Hispanic South American market. Ergo is an Argentinian big data, analytics and artificial intelligence (AI) company. Asia-Pacific was the largest region in the big data and analytics market in 2022. North America was the second largest region in the global big data and analytics market analysis. The regions covered in the global big data and analytics market are Asia-Pacific, Western Europe, Eastern Europe, North America, South America, the Middle East, and Africa. The countries covered in the big data and analytics market are Australia, Brazil, China, France, Germany, India, Indonesia, Japan, Russia, South Korea, UK and USA. The big data and analytics market includes revenues earned by entities by offering software used for data mining and predictive modeling. The sales consist of revenues generated by establishments that are primarily engaged in the development of software for big data and analytics like Hadoop, Tableau and Qubole. Values in this market are factory gate values, that is the value of goods sold by the manufacturers or creators of the goods, whether to other entities (including downstream manufacturers, wholesalers, distributors and retailers) or directly to end customers. The value of goods in this market includes related services sold by the creators of the goods. Only goods and services traded between entities or sold to end consumers are included. The market value is defined as the revenues that enterprises gain from the sale of goods and/or services within the specified market and geography through sales, grants, or donations in terms of the currency (in USD, unless otherwise specified). The revenues for a specified geography are consumption values that are revenues generated by organizations in the specified geography within the market, irrespective of where they are produced. It does not include revenues from resales along the supply chain, either further along the supply chain or as part of other products. The big data and analytics market research report is one of a series of new reports from The Business Research Company that provides big data and analytics market statistics, including big data and analytics industry global market size, regional shares, competitors with a big data and analytics market share, detailed big data and analytics market segments, market trends and opportunities, and any further data you may need to thrive in the big data and analytics industry. This big data and analytics market research report delivers a complete perspective of everything you need, with an in-depth analysis of the current and future scenario of the industry.

The location-based services refer to software-based services for mobile devices that are to provide information on a location. These services are based on the location of a mobile user as determined by the device’s geographical location and use real-time geodata from a smartphone to provide information, entertainment, or security. Location-based services use the device location for the information and are applicable in areas such as directions, local advertisements, and local news. The different components of location-based services include platforms, hardware, and services. Platforms are used to provide the infrastructure for seamless positioning. Platforms can transmit information using augmented technology and maps. The different location types for location-based services include indoor and outdoor. The location-based services technologies include GPS, assisted GPS, enhanced GPS, enhanced observed time difference, observed time difference, cell id, Wi-Fi, and other technologies, used for applications in location-based advertising, business intelligence & analytics, fleet management, mapping & navigation, proximity marketing, asset tracking, and other applications. The global location based services market is segmented - 1) By Component: Platform, Hardware, Services 2) By Location Type: Indoor, Outdoor 3) By Technology: GPS, Assisted GPS (A-GPS), Enhanced GPS (E-GPS), Enhanced observed time difference (E-OTD), Observed Time Difference, Cell ID, Wi-Fi, Other Technologies 4) By Application: Location-based Advertising, Business Intelligence And Analytics, Fleet Management, Mapping And Navigation, Social Networking And Entertainment, Proximity Marketing, Asset Tracking, Other Applications The global location-based services market size will grow from $70.27 billion in 2022 to $88.42 billion in 2023 at a compound annual growth rate (CAGR) of 25.8%. The Russia-Ukraine war disrupted the chances of global economic recovery from the COVID-19 pandemic, at least in the short term. The war between these two countries has led to economic sanctions on multiple countries, a surge in commodity prices, and supply chain disruptions, causing inflation across goods and services and affecting many markets across the globe. The market size of the location-based services is expected to grow to $226.16 billion in 2027 at a CAGR of 26.5%. An upsurge in the use of smartphones and GPS-enabled devices is expected to propel the growth of location-based services. Location-based services combine the internet, geospatial technologies, and other information and communication technologies to provide targeted information to individuals on their smartphones based on geographic location in real-time. According to the data by the Indian Cellular and Electronics Association, the number of users using smartphones is expected to reach 829 million by 2022. Also, according to forecasts from Ericsson and The Radicati Group, the number of smartphone users is expected to increase from 6.05 billion in 2020 to nearly 7.33 billion by 2025. Therefore, an upsurge in the use of smartphones and GPS-enabled devices drives the location-based services market. Major players in the location-based services market are Apple Inc., Cisco Systems, Inc., Google LLC, Intel Corporation, Ericsson, Microsoft Corporation, Oracle Corporation, Qualcomm Inc., Navigine, IBM, CommScope, HERE, ALE International SAS, AT&T Inc., AiRISTA Flow, Quuppa, and NTT Docomo. Advancement in technology is a key trend gaining popularity in location-based services. Many companies are launching new advancements in location-based services to gain an edge over their competitors. For example, in February 2020, Cisco, a company operating in the location-based services market based in the United States, launched a Multiscreen-as-a-Service (MaaS) Location Based Services (LBS) app that enables features such as indoor routing and navigation, off-route notifications, location sharing, customizable points of interest, simple real-time map management, additional real-time location services, native map experience, and landmark routing, which delivers navigation and wayfinding functionality across any campus or facility while simplifying and streamlining the underlying integration and management of hardware and software. In June 2021, Verizon, an American wireless network operator acquired Senion for an undisclosed amount. With this acquisition, Verizon’s location-based portfolio will be expanded and empower the companies for the better safety of the enterprises. Senion is a UK-based company operating in location-based services. North America was the largest region in the location-based services market in 2022. Asia-Pacific was the second largest market in location-based services market. The regions covered in the location-based services market report are Asia-Pacific, Western Europe, Eastern Europe, North America, South America, the Middle East, and Africa. The countries covered in the location-based services market report are Australia, Brazil, China, France, Germany, India, Indonesia, Japan, Russia, South Korea, UK, USA. The location-based services market includes revenues earned by entities by providing location-based services such as mapping, routing, assistance navigation services, tracking services, and information services by using geospatial and information & communication technologies to provide targeted information to individuals based on their geographic location in real-time. The market value includes the value of related goods sold by the service provider or included within the service offering. Only goods and services traded between entities or sold to end consumers are included. The market value is defined as the revenues that enterprises gain from the sale of goods and/or services within the specified market and geography through sales, grants, or donations in terms of the currency (in USD, unless otherwise specified). The revenues for a specified geography are consumption values that are revenues generated by organizations in the specified geography within the market, irrespective of where they are produced. It does not include revenues from resales along the supply chain, either further along the supply chain or as part of other products. The location-based services market research report is one of a series of new reports from The Business Research Company that provides location-based services market statistics, including location-based services industry global market size, regional shares, competitors with a location-based services market share, detailed location-based services market segments, market trends and opportunities, and any further data you may need to thrive in the location-based services industry. This location-based services market research report delivers a complete perspective of everything you need, with an in-depth analysis of the current and future scenario of the industry.

Location analytics is the process of using location intelligence software for the visualization and analysis of geospatial data. The main location types in location analytics include outdoor location and indoor location. The outdoor location enables the identification of prospective customers based on online behavior, the visualising of location data and other factors, helping companies in geo-marketing, asset management, and business planning further by understanding the behaviour of consumers. The different components include solutions and services and are deployed in various modes, such as on-premise and cloud. It is used in a variety of applications such as risk management, customer experience management, remote monitoring, supply chain planning and optimization, emergency response management, location selection and optimization, and others, and is implemented in a variety of industries including transportation and logistics, retail, BFSI, IT & telecommunications, healthcare, energy and utilities, manufacturing, and others. The global location analytics market is segmented - 1) By Location Type: Outdoor Location, Indoor Location 2) By Component: Solutions, Services 3) By Deployment Mode: On Premise, Cloud 4) By Application: Risk Management, Customer Experience Management, Remote Monitoring, Supply Chain Planning and Optimization, Emergency Response Management, Location Selection And Optimization, Other Applications 5) By Industry Vertical: Transportation And Logistics, Retail, BFSI, IT And Telecommunication, Healthcare, Energy and Utilities, Manufacturing, Other Industry Verticals The global location analytics market size will grow from $18.78 billion in 2022 to $21.63 billion in 2023 at a compound annual growth rate (CAGR) of 15.2%. The Russia-Ukraine war disrupted the chances of global economic recovery from the COVID-19 pandemic, at least in the short term. The war between these two countries has led to economic sanctions on multiple countries, a surge in commodity prices, and supply chain disruptions, causing inflation across goods and services and affecting many markets across the globe. The market size of the location analytics is expected to grow to $37.67 billion in 2027 at a CAGR of 14.9%. Increasing use of spatial data and analytical tools is expected to propel the growth of the location analytics market going forward. By incorporating layers of geographic data such as traffic, weather, geography, and others, spatial data and analytical tools improve understanding, insights, decision making, and prediction. Location data has the power to forecast demand, identify supply chain disruptions, facilitate infrastructure planning, and more. For instance, according to Impact Networking, a US-based integrated business technology company, the average return on investment for enterprises using business intelligence and analytics is 1300%. Also, according to a 2020 survey by Forbes, an American business magazine, 75% of retailers regarded location intelligence (LI) as crucial for their revenue growth strategy. Therefore, the increasing use of spatial data and analytical tools drives the location analytics market growth. Major players in the location analytics market are Alteryx Inc., Cisco Systems Inc., CleverMaps, Environmental Systems Research Institute Inc., (ESRI), GaliGeo, Google LLC, Here technologies, Hexagon, Indoor Atlas Ltd., Lepton Software, Microsoft corporation, Pitney Bowes Inc., PlaceIQ, Precisely, Purple, SAP, SAS Institute Inc., Sparkgeo Consulting Inc., TIBCO Software Inc., Tom Tom, Zebra Technologies Corporation., CARTO, GapMaps, Hardcastle GIS, Locale.ai, Mapidea, Newgrove Limited, Orbica, and Placense. The integration of artificial intelligence solutions has emerged as a key trend in the location analytics market. An AI-fueled approach to location intelligence can help in automating processes, detecting patterns within large sets of data, and making predictions. Developers can incorporate these insights into their applications and businesses using AI, which understands the features of location data. For instance, in November 2021, Noogata, an Israel-based no-code artificial intelligence (AI) data analytics company, launched an AI-based location analytics library for bricks and mortar insights. This enables sales and marketing directors to use AI to acquire actionable insights, such as creating and scoring leads for future sales prospects, by gaining a better understanding of the places that are relevant to their company. In February 2021, PlaceIQ Inc., a US-based software company operating in location data, analytics, and insights acquired Skyhook Wireless Inc for an undisclosed amount. Through this acquisition, PlaceIQ Inc aims to expand its location intelligence solutions. Skyhook Wireless Inc is a US-based software company. North America was the largest region in the location analytics market in 2022. The regions covered in the location analytics market report are Asia-Pacific, Western Europe, Eastern Europe, North America, South America, Middle East, and Africa. The countries covered in the location analytics market report are Australia, Brazil, China, France, Germany, India, Indonesia, Japan, Russia, South Korea, UK, and USA. The location analytics market includes revenues earned by entities by providing solutions that understand, analyze, and derive insights from geospatial data by utilizing services such as RFID, radio tracking, near-filed communication, internet tracking global positioning systems (GPS)& satellite tracking technologies. The market value includes the value of related goods sold by the service provider or included within the service offering. Only goods and services traded between entities or sold to end consumers are included. The market value is defined as the revenues that enterprises gain from the sale of goods and/or services within the specified market and geography through sales, grants, or donations in terms of the currency (in USD, unless otherwise specified). The revenues for a specified geography are consumption values that are revenues generated by organizations in the specified geography within the market, irrespective of where they are produced. It does not include revenues from resales along the supply chain, either further along the supply chain or as part of other products. The location analytics market research report is one of a series of new reports from The Business Research Company that provides location analytics market statistics, including location analytics industry global market size, regional shares, competitors with a location analytics market share, detailed location analytics market segments, market trends and opportunities, and any further data you may need to thrive in the location analytics industry. This location analytics market research report delivers a complete perspective of everything you need, with an in-depth analysis of the current and future state of the industry.