Precision Farming & Agriculture Market Outlook

The global precision farming & agriculture market size is projected to expand significantly, reaching $20.84 billion by 2032 from $8.5 billion in 2023, with a compound annual growth rate (CAGR) of 11% from 2024 to 2032. This robust growth can be attributed to several factors including increasing global population, growing demand for food, advancements in agricultural technologies, and the need for efficient resource management.

One of the primary growth drivers of the precision farming and agriculture market is the increasing global population, which necessitates higher food production. Traditional farming methods are often insufficient to meet the escalating demand for food. Precision farming techniques enable farmers to optimize their use of inputs such as water, fertilizers, and pesticides, effectively increasing crop yields and reducing waste. By leveraging advanced technologies like GPS, GIS, and remote sensing, farmers can make data-driven decisions to enhance productivity and sustainability.

Another significant factor contributing to market growth is the rapid technological advancements in agricultural tools and equipment. Innovations in sensors, drones, and IoT devices allow for real-time monitoring and data collection, providing farmers with crucial insights into crop health, soil conditions, and weather patterns. These advancements facilitate precision agriculture practices, enabling farmers to implement targeted interventions and improve overall farm management. The increasing adoption of smart farming solutions, coupled with government initiatives promoting sustainable agricultural practices, further fuels market growth.

Environmental concerns and the need for sustainable farming practices are also driving the adoption of precision agriculture. The agricultural sector is under pressure to reduce its environmental footprint and mitigate the impact of climate change. Precision farming techniques, such as variable rate technology and remote sensing, enable farmers to use resources more efficiently and reduce the use of chemical inputs. By minimizing environmental impact and promoting sustainable farming practices, precision agriculture not only addresses environmental concerns but also enhances the economic viability of farming operations.

Agricultural Mapping Services are becoming increasingly vital in the precision farming landscape. These services utilize advanced technologies such as GIS and GPS to create detailed maps of agricultural fields. By providing insights into soil variability, crop health, and field boundaries, agricultural mapping services enable farmers to implement site-specific management practices. This targeted approach not only enhances crop yields but also optimizes resource utilization, reducing input costs and environmental impact. As the demand for data-driven farming solutions grows, agricultural mapping services are poised to play a crucial role in the future of sustainable agriculture.

Regionally, the market is witnessing substantial growth across various regions, with North America leading the way. The early adoption of advanced agricultural technologies, coupled with the presence of key market players, has positioned North America as a dominant region in the precision farming and agriculture market. However, significant growth opportunities are also emerging in regions like Asia Pacific and Europe. Increasing investments in agricultural infrastructure, rising awareness about modern farming techniques, and supportive government policies are driving the adoption of precision agriculture in these regions.

Technology Analysis

The precision farming and agriculture market is segmented based on technology, which includes GPS, GIS, remote sensing, variable rate technology (VRT), and others. GPS technology plays a crucial role in precision farming by providing accurate location data, enabling farmers to map fields and monitor crop health with precision. The integration of GPS with other technologies allows for precise application of inputs, reducing waste and improving efficiency. The widespread adoption of GPS technology in agriculture is driven by its ability to enhance productivity and optimize resource utilization.

GIS technology is another key component of precision farming, enabling farmers to analyze spatial data and make informed decisions about crop management. GIS tools help in mapping and visualizing f

Agricultural Mapping Services Market Outlook

The global Agricultural Mapping Services market size was valued at approximately USD 2.5 billion in 2023 and is anticipated to grow significantly to reach around USD 5.8 billion by 2032, reflecting a Compound Annual Growth Rate (CAGR) of approximately 9.8%. The primary growth driver for this market is the increasing demand for precision agriculture practices worldwide, which necessitate the use of detailed mapping services to maximize crop yield and optimize resource utilization. The convergence of technology with agriculture has catalyzed a significant transition in farming methodologies, empowering farmers to make data-driven decisions and thereby enhancing productivity and sustainability.

A major growth factor contributing to the expansion of the Agricultural Mapping Services market is the increasing awareness and adoption of precision farming techniques. Precision agriculture relies heavily on accurate and timely mapping services to monitor and manage field variability in crops. Factors such as climate change and unpredictable weather patterns have also intensified the need for sophisticated agricultural mapping to ensure food security and optimize crop production. Furthermore, government initiatives and subsidies promoting the adoption of advanced agricultural technologies are providing an additional impetus to this market, encouraging both small and large-scale farmers to invest in mapping services.

Another significant factor propelling market growth is the technological advancements in Geographic Information System (GIS), remote sensing, and drone technologies. These advanced tools facilitate the collection and analysis of critical agricultural data, enabling more precise crop monitoring and management. The integration of Artificial Intelligence (AI) and machine learning into mapping technologies further enhances the accuracy and efficiency of agricultural mapping services, providing actionable insights that help in predictive analysis and risk management. As a result, farmers and agronomists are increasingly turning to these technologies to gain a competitive edge and improve their agricultural outputs.

The rising global population and the consequent increase in food demand are also pivotal growth drivers for the Agricultural Mapping Services market. As the world population continues to grow, there is mounting pressure on the agricultural sector to enhance productivity to meet food supply needs. Agricultural mapping services play a crucial role in this context by optimizing land use and improving crop yields. Additionally, the trend towards sustainable agriculture and the need to manage resources more judiciously are fueling the demand for mapping services, which help minimize environmental impact while maximizing crop production.

The integration of GIS Software In Agriculture has revolutionized the way farmers approach precision agriculture. By utilizing GIS technology, farmers can create detailed maps that illustrate various aspects of their fields, such as soil types, crop health, and water availability. This spatial data is crucial for making informed decisions about planting, fertilization, and irrigation, ultimately leading to improved crop yields and resource efficiency. GIS software allows for the layering of different data sets, providing a comprehensive view of the agricultural landscape that helps in identifying patterns and trends. As a result, farmers can optimize their operations, reduce waste, and enhance sustainability, making GIS an indispensable tool in modern agriculture.

Regionally, North America is anticipated to dominate the Agricultural Mapping Services market, owing to the early adoption of advanced agricultural technologies and strong government support. Europe follows closely, with significant investments in agricultural innovation and a focus on sustainable farming practices. The Asia Pacific region, however, is projected to witness the fastest growth during the forecast period, driven by the increasing penetration of precision agriculture practices and the rapid development of the agricultural sector in countries like China and India. Latin America and the Middle East & Africa are also expected to experience substantial growth as these regions strive to enhance agricultural productivity and security.

Service Type Analysis

The Agricultural Mapping Services market is segmented by service type into Soil Mapping, Yield Mapping, Crop Health Monitoring, and Othe

The GNSS Positioning Correction Service market is experiencing robust growth, projected to reach $647 million in 2025 and maintain a 7% CAGR through 2033. This expansion is driven by increasing demand across diverse sectors. The agricultural sector leverages GNSS correction services for precision farming, optimizing yield and resource management. Similarly, construction projects benefit from enhanced accuracy in surveying and earthmoving operations, leading to cost savings and improved efficiency. The burgeoning GIS and mapping industry relies heavily on precise positioning data for creating detailed maps and spatial analyses. Furthermore, advancements in autonomous vehicles and robotics are fueling demand, along with the growing adoption of GNSS in maritime navigation for safer and more efficient shipping routes. The market segmentation, encompassing RTK, RTK-PPP, and PPP technologies, reflects the diverse applications and technological advancements within the industry. The market's geographic distribution is broad, with North America, Europe, and Asia Pacific representing significant regional markets, each characterized by unique technological adoption rates and regulatory landscapes. The continued development of more precise and reliable GNSS correction technologies, combined with falling costs, will propel market growth in the coming years. The restraints to market growth are relatively minor, primarily involving infrastructure limitations in certain regions and the initial investment costs associated with implementing GNSS correction systems. However, these challenges are being actively addressed through government initiatives promoting technological adoption, particularly in developing nations. The long-term outlook for the GNSS Positioning Correction Service market is exceptionally positive, with continued growth driven by technological innovation and expansion into new application areas. The diverse application segments ensure resilience against potential economic downturns, as the reliance on accurate positioning data continues to rise across various industries. The increasing availability of affordable, high-accuracy correction services will further drive market penetration and accelerate growth.

The GNSS Positioning Correction Service market is experiencing robust growth, driven by increasing demand across diverse sectors. The market's expansion is fueled by several key factors. Firstly, the escalating need for high-precision location data in agriculture for tasks like precision spraying and automated machinery guidance is a significant driver. Similarly, the construction industry's adoption of GNSS for precise surveying, excavation, and building placement is boosting market demand. The burgeoning GIS and mapping sector, reliant on accurate positioning for creating detailed maps and spatial data analysis, also contributes to market growth. Furthermore, the maritime industry's use of GNSS for navigation and vessel tracking adds to the overall market expansion. Technological advancements, particularly in RTK and RTK-PPP technologies, are further enhancing the accuracy and reliability of GNSS positioning services, fueling market uptake. Finally, government initiatives promoting the use of advanced location technologies in various infrastructure projects also contribute positively. Despite the positive market outlook, several challenges exist. The high initial investment cost for GNSS equipment and services can be a barrier to entry for some businesses, particularly smaller companies. Also, the susceptibility of GNSS signals to interference from atmospheric conditions and obstacles can limit accuracy and reliability in certain environments. Furthermore, the complexity of integrating GNSS correction services into existing workflows can pose challenges for some users. However, ongoing technological advancements are addressing these issues, including the development of more robust and cost-effective solutions, and the emergence of hybrid positioning systems that combine GNSS with other technologies to overcome limitations. Considering these factors, the GNSS Positioning Correction Service market is projected to continue its upward trajectory, propelled by innovation and expanding application across various industries.

The Observation Domain (OSR) Correction Service market, valued at $426 million in 2025, is projected to experience robust growth, driven by increasing adoption of precision technologies across diverse sectors. A Compound Annual Growth Rate (CAGR) of 6.8% from 2025 to 2033 indicates a significant expansion, reaching an estimated market size exceeding $750 million by 2033. This growth is fueled by several key factors. Firstly, the burgeoning precision agriculture sector demands highly accurate positioning for optimized farming practices, including automated machinery and targeted fertilization. Secondly, the engineering and surveying industries rely heavily on OSR correction services for precise infrastructure development, construction, and land management. The expansion of GIS and mapping applications further contributes to market growth, as accurate location data is essential for creating detailed and reliable maps. Finally, the increasing availability of reliable and cost-effective RTK and NRTK services is democratizing access to precise positioning technology, making it accessible to a wider range of users. However, market expansion isn't without challenges. The high initial investment required for infrastructure development and the reliance on robust satellite-based networks might pose hurdles for some market segments, particularly in regions with limited infrastructure. Furthermore, the competitive landscape, with established players like Topcon, Trimble, and Septentrio vying for market share, necessitates continuous innovation and strategic partnerships to maintain a competitive edge. Nonetheless, the long-term growth prospects remain positive, with the market poised to benefit from technological advancements in satellite-based positioning systems and increasing integration with other technologies like IoT and AI. The consistent demand from diverse sectors, coupled with ongoing technological advancements, positions the OSR correction service market for sustained expansion in the coming years.

High Accuracy Map Market Outlook

The global high accuracy map market size was valued at approximately USD 2.4 billion in 2023 and is projected to reach around USD 12.5 billion by 2032, growing at a compound annual growth rate (CAGR) of 20.5% from 2024 to 2032. This impressive growth is primarily driven by advancements in autonomous vehicle technology and increasing demand for precise geospatial data across various sectors. The rapid urbanization and increased investment in smart city projects worldwide are also significant factors contributing to market growth.

One of the primary growth factors fueling the high accuracy map market is the burgeoning development of autonomous vehicles. As the automotive industry continues to innovate, the need for high precision maps that provide detailed and real-time data on road conditions, traffic, and obstacles becomes more crucial. High accuracy maps enable autonomous vehicles to navigate safely and efficiently, reducing the likelihood of accidents and improving overall transportation systems. This demand is anticipated to surge further as governments and corporations strive to deploy autonomous vehicle fleets for both personal and commercial use.

Another significant driver of market growth is the increasing implementation of high accuracy maps in infrastructure development and urban planning. As cities expand and develop, the need for accurate and detailed geographic information systems (GIS) becomes essential for efficient planning and management. High accuracy maps provide critical data for designing and maintaining roads, bridges, utilities, and other infrastructure projects. The integration of high precision mapping technology in smart city initiatives further accelerates the adoption of these systems, enabling better resource management and enhanced quality of life for urban populations.

The agricultural sector is also contributing to the expanding high accuracy map market. Precision agriculture relies heavily on accurate geospatial data to optimize farming practices, enhance crop yields, and ensure sustainable resource use. High accuracy maps enable farmers to monitor field conditions, assess soil health, and implement targeted interventions, leading to increased productivity and reduced environmental impact. As the global demand for food continues to rise, the adoption of advanced mapping technologies in agriculture is expected to grow, driving further market expansion.

Regionally, North America holds a significant share of the high accuracy map market, driven by technological advancements and substantial investments in autonomous vehicle research and development. The presence of leading technology companies and a robust infrastructure network further facilitate market growth in this region. However, Asia Pacific is anticipated to witness the highest growth rate during the forecast period, fueled by rapid urbanization, increasing smart city projects, and rising adoption of advanced mapping technologies across various industries. Europe also remains a key player in the market, supported by strong governmental initiatives and a focus on sustainable development.

Component Analysis

The high accuracy map market can be segmented by component into software, hardware, and services. The software segment, encompassing map creation, data processing, and visualization tools, plays a critical role in the market. The demand for sophisticated mapping software is driven by the need for real-time data processing and the integration of multiple data sources to create comprehensive and precise maps. Companies are continually developing advanced software solutions that leverage artificial intelligence and machine learning to enhance the accuracy and functionality of high precision maps.

The hardware segment includes various devices and sensors used in capturing geospatial data, such as GPS units, LiDAR sensors, and high-resolution cameras. As the demand for high accuracy maps grows, the need for advanced hardware capable of capturing detailed and precise data also increases. Innovations in sensor technology and the development of more compact and cost-effective devices are contributing to the growth of this segment. The hardware segment is crucial for the initial data collection phase, which lays the foundation for accurate map creation.

Services encompass a wide range of offerings, including consulting, system integrati

The delineation of agricultural field boundaries has a wide range of applications, such as for crop management, precision agriculture, land use planning and crop insurance, etc. Manually digitizing agricultural fields from imagery is labor-intensive and time-consuming. This deep learning model automates the process of extracting agricultural field boundaries from satellite imagery, thereby significantly reducing the time and effort required. Its ability to adapt to varying crop types, geographical regions, and imaging conditions makes it suitable for large-scale operations.Using the modelFollow the guide to use the model. Before using this model, ensure that the supported deep learning libraries are installed. For more details, check Deep Learning Libraries Installer for ArcGIS.Fine-tuning the modelThis model can be fine-tuned using the Train Deep Learning Model tool. Follow the guide to fine-tune this model.InputSentinel-2 L2A 12-bands multispectral imagery using Bottom of Atmosphere (BOA) reflectance product in the form of a raster, mosaic or image service.OutputFeature class containing delineated agricultural fields.Applicable geographiesThe model is expected to work well in agricultural regions of USA.Model architectureThis model uses the Mask R-CNN model architecture implemented in ArcGIS API for Python.Accuracy metricsThis model has an average precision score of 0.64 for fields.Training dataThis model has been trained on an Esri proprietary agricultural field delineation dataset.LimitationsThis model works well only in areas having farmlands and may not give satisfactory results in areas near water bodies and hilly regions. The results of this pretrained model cannot be guaranteed against any other variation of the Sentinel-2 data.Sample resultsHere are a few results from the model.

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GIS Market Size 2025-2029

The GIS market size is forecast to increase by USD 24.07 billion, at a CAGR of 20.3% between 2024 and 2029.

The Global Geographic Information System (GIS) market is experiencing significant growth, driven by the increasing integration of Building Information Modeling (BIM) and GIS technologies. This convergence enables more effective spatial analysis and decision-making in various industries, particularly in soil and water management. However, the market faces challenges, including the lack of comprehensive planning and preparation leading to implementation failures of GIS solutions. Companies must address these challenges by investing in thorough project planning and collaboration between GIS and BIM teams to ensure successful implementation and maximize the potential benefits of these advanced technologies.
By focusing on strategic planning and effective implementation, organizations can capitalize on the opportunities presented by the growing adoption of GIS and BIM technologies, ultimately driving operational efficiency and innovation.

What will be the Size of the GIS Market during the forecast period?

Explore in-depth regional segment analysis with market size data - historical 2019-2023 and forecasts 2025-2029 - in the full report.
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The global Geographic Information Systems (GIS) market continues to evolve, driven by the increasing demand for advanced spatial data analysis and management solutions. GIS technology is finding applications across various sectors, including natural resource management, urban planning, and infrastructure management. The integration of Bing Maps, terrain analysis, vector data, Lidar data, and Geographic Information Systems enables precise spatial data analysis and modeling. Hydrological modeling, spatial statistics, spatial indexing, and route optimization are essential components of GIS, providing valuable insights for sectors such as public safety, transportation planning, and precision agriculture. Location-based services and data visualization further enhance the utility of GIS, enabling real-time mapping and spatial analysis.

The ongoing development of OGC standards, spatial data infrastructure, and mapping APIs continues to expand the capabilities of GIS, making it an indispensable tool for managing and analyzing geospatial data. The continuous unfolding of market activities and evolving patterns in the market reflect the dynamic nature of this technology and its applications.

How is this GIS Industry segmented?

The GIS industry research report provides comprehensive data (region-wise segment analysis), with forecasts and estimates in 'USD million' for the period 2025-2029, as well as historical data from 2019-2023 for the following segments.

Product

  Software
  Data
  Services


Type

  Telematics and navigation
  Mapping
  Surveying
  Location-based services


Device

  Desktop
  Mobile


Geography

  North America

    US
    Canada


  Europe

    France
    Germany
    UK


  Middle East and Africa

    UAE


  APAC

    China
    Japan
    South Korea


  South America

    Brazil


  Rest of World (ROW)

By Product Insights

The software segment is estimated to witness significant growth during the forecast period.

The Global Geographic Information System (GIS) market encompasses a range of applications and technologies, including raster data, urban planning, geospatial data, geocoding APIs, GIS services, routing APIs, aerial photography, satellite imagery, GIS software, geospatial analytics, public safety, field data collection, transportation planning, precision agriculture, OGC standards, location intelligence, remote sensing, asset management, network analysis, spatial analysis, infrastructure management, spatial data standards, disaster management, environmental monitoring, spatial modeling, coordinate systems, spatial overlay, real-time mapping, mapping APIs, spatial join, mapping applications, smart cities, spatial data infrastructure, map projections, spatial databases, natural resource management, Bing Maps, terrain analysis, vector data, Lidar data, and geographic information systems.

The software segment includes desktop, mobile, cloud, and server solutions. Open-source GIS software, with its industry-specific offerings, poses a challenge to the market, while the adoption of cloud-based GIS software represents an emerging trend. However, the lack of standardization and interoperability issues hinder the widespread adoption of cloud-based solutions. Applications in sectors like public safety, transportation planning, and precision agriculture are driving market growth. Additionally, advancements in technologies like remote sensing, spatial modeling, and real-time mapping are expanding the market's scope.

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The Software segment was valued at USD 5.06 billion in 2019

Potato growth stage-wise VIs and their relationship with the actual potato yield.

Cadastral Mapping Market Outlook

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

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

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

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

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

Component Analysis

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

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

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

Integration services are another critical component within the

Soil is essential to human survival. We rely on it for the production of food, fibre, timber and energy crops. Together with climate, the soil determines which crops can be grown, where and how much they will yield. In addition to supporting our agricultural needs, we rely on the soil to regulate the flow of rainwater and to act as a filter for drinking water. With such a tremendously important role, it is imperative that we manage our soils for their long-term productivity, sustainability and health.

The first step in sustainable soil management is ensuring that the soil will support the land use activity. For example, only the better agricultural soils in Manitoba will support grain and vegetable production, while more marginal agricultural soils will support forage and pasture-based production. For this reason, agricultural development should only occur in areas where the soil resource will support the agricultural activity. The only way to do this is to understand the soil resource that is available. Soil survey information is the key to understanding the soil resource.

Soil survey is an inventory of the properties of the soil (such as texture, internal drainage, parent material, depth to groundwater, topography, degree of erosion, stoniness, pH and salinity) and their spatial distribution over a landscape. Soils are grouped into similar types and their boundaries are delineated on a map. Each soil type has a unique set of physical, chemical and mineralogical characteristics and has similar reactions to use and management. The information assembled in a soil survey can be used to predict or estimate the potentials and limitations of the soils’ behaviour under different uses. As such, soil surveys can be used to plan the development of new lands or to evaluate the conversion of land to new uses. Soil surveys also provide insight into the kind and intensity of land management that will be needed.

The survey scale of soils data for Manitoba ranges from 1:5,000 to 1:126,720, as identified in the 'SCALE' column.1:5,000. The survey objective at this scale is to collect high precision field scale data and it is mostly used in research plots and other highly intensive areas. It is also applicable to agricultural production and planning such as precision farming, agriculture capability, engineering, recreation, potato/irrigation suitability and productivity indices. Profile descriptions and samples are collected for all soils. At least one soil inspection exists per delineation and the minimum size delineation is 0.25 acres. The soil taxonomy is generally Phases of Soil Series. The mapping scale is 1:5,000 or 12.7 in/ mile.

This file also contains soils data that has been collected in Manitoba at a survey intensity level of the second order. This includes data collected at a scale of 1:20,000. The survey objective at this scale is to collect field scale data and it is mostly used in agricultural production and planning such as precision farming, agriculture capability, engineering, recreation, potato/irrigation suitability and productivity indices. Soil pits are generally about 200 metres apart and are dug along transects which are about 500 metres apart. This translates to about 32 inspections sites per section (640 acres). The soils in each delineation are identified by field observations and remotely sensed data. Boundaries are verified at closely spaced intervals. Profile descriptions are collected for all major named soils and 10 inspection sites/section and 2 to 3 horizons per site require lab analyses. At least one soil inspection exists in over 90% of delineations and the minimum size delineation is generally about 4 acres at 1:20,000. The soil taxonomy is generally Phases of Soil Series. The mapping scale is 1:20,000 or 3.2 inch/ mile.

This file also contains data that has been collected at the third order. This includes scales of 1:40,000 and 1:50,000. The survey objective at this scale is to collect field scale or regional data. If the topography is relatively uniform, appropriate interpretations include agriculture capability, engineering, recreation, potato/irrigation suitability and productivity indices. Soil pits are generally dug adjacent to section perimeters. This translates to about 16 inspection sites per section (640 acres). Soil boundaries are plotted by observation and remote sensed data. Profile descriptions exist for all major named soils and 2 inspection sites/section and 2 to 3 horizons per site require lab analyses. At least one soil inspection exists in 60-80% of delineations and the minimum size delineation is generally in the 10 to 20 acre range. The soil taxonomy is generally Series or Phases of Soil Series. The mapping scale is 1:40,000 or 2 inch/ mile; 1:50,000 or 1.5 inch/mile.

This file also contains soils data that has been collected at a survey intensity level of the fourth order. This includes scales of 1:63,360, 1:100,000, 1:125,000, and 1:126,720. The survey objective is to collect provincial data and to provide general soil information about land management and land use. The number of soil pits dug averaged to about 6 inspections per section (640 acres). Soil boundaries are plotted by interpretation of remotely sensed data and few inspections exist. Profile descriptions are collected for all major named soils. At least one soil inspection exists in 30-60% of delineations and the minimum size delineation is 40 acres (1:63,360), 100 acres (1:100,000), 156 acres (126,700) and 623 acres (250,000). The soil taxonomy is generally phases of Subgroup or Association.

As of 2022, soil survey field work and reports are still currently being collected in certain areas where detailed information does not exist. This file will be updated as more information becomes available. Typically, this is conducted on an rural municipality basis.

In some areas of Manitoba, more detailed and historical information exists than what is contained in this file. However, at this time, some of this information is only available in a hard copy format. This file will be updated as more of this information is transferred into a GIS format.

This file has an organizational framework similar to the original SoilAID digital files and a portion of this geographic extent was originally available on the Manitoba Land Initiative (MLI) website.

Domains and coded values have also been integrated into the geodatabase files. This allows the user to view attribute information in either an abbreviated or a more descriptive manner. Choosing to display the description of the coded values allows the user to view the expanded information associated with the attribute value (reducing the need to constantly refer to the descriptions within the metadata). To change these settings in ArcCatalog, go to Customize --> ArcCatalog Options --> Tables tab --> check or uncheck 'Display coded value domain and subtype descriptions'. To change these settings in ArcMap, go to Customize --> ArcMapOptions --> Tables tab --> check or uncheck 'Display coded value domain and subtype descriptions'. This setting can also be changed by opening the attribute table, then Table Options (top left) --> Appearance --> check or uncheck 'Display coded value domain and subtype descriptions'. The file also contains field aliases, which can also be turned on or off under Table Options.

The file - "Manitoba Municipal Boundaries" - from Manitoba Community Planning Services was used as one of the base administrative references for the soil polygon layer.

Also used as references were the hydrological features mapped in the 1:20,000 and 1:50,000 NTS topographical layers (National Topographic System of Canada). Typically this would relate to larger hydrological features such as those designated as perennial lakes and perennial rivers.

This same capability is available in ArcGIS Pro.

For more info:

https://www.gov.mb.ca/agriculture/soil/soil-survey/importance-of-soil-survey-mb.html#

The aerial mapping camera market is experiencing robust growth, driven by increasing demand across diverse sectors. Applications like precision agriculture, infrastructure monitoring (building surveying and map production), and geological exploration are major catalysts. The shift towards automation and the integration of advanced technologies such as AI and machine learning for image processing and data analysis are further fueling market expansion. Technological advancements in camera types, including RGB, infrared, thermal imaging, and specialized remote sensing cameras, are offering enhanced data acquisition capabilities, leading to more accurate and detailed mapping solutions. This trend is coupled with the growing adoption of drones and UAVs for aerial data collection, making the technology more accessible and cost-effective for various applications. While the initial investment in high-quality aerial mapping cameras can be significant, the return on investment is substantial due to improved efficiency, reduced operational costs, and the valuable insights derived from detailed geographic information. Furthermore, government initiatives promoting the use of advanced mapping technologies for infrastructure development and environmental monitoring are providing a supportive regulatory landscape. Despite the strong growth drivers, the market faces some challenges. The high cost of sophisticated cameras and associated software, coupled with the need for skilled professionals to operate and interpret the data, represent significant barriers to entry for smaller companies. Data security and privacy concerns, particularly related to the collection and use of aerial imagery, also pose a potential limitation. However, ongoing technological innovations, especially in the realm of affordable, high-resolution sensors and user-friendly software, are mitigating these concerns. The market's growth trajectory is expected to remain positive, with increasing adoption across various sectors anticipated throughout the forecast period. The competition is intense, with established players and emerging tech companies vying for market share. Strategic partnerships and technological collaborations are likely to play a key role in shaping the future of this dynamic market.

The best fit equations used for the prediction of potato yield in the three fields.

Descriptive statistics of the actual potato yield.

Geographic Information System (GIS) Software Market Outlook

According to our latest research, the global Geographic Information System (GIS) Software market size reached USD 11.6 billion in 2024, reflecting a robust demand for spatial data analytics and location-based services across various industries. The market is experiencing a significant growth trajectory, driven by a CAGR of 12.4% from 2025 to 2033. By the end of 2033, the GIS Software market is forecasted to attain a value of USD 33.5 billion. This remarkable expansion is primarily attributed to the integration of advanced technologies such as artificial intelligence, IoT, and cloud computing, which are enhancing the capabilities and accessibility of GIS platforms.

One of the major growth factors propelling the GIS Software market is the increasing adoption of location-based services across urban planning, transportation, and utilities management. Governments and private organizations are leveraging GIS solutions to optimize infrastructure development, streamline resource allocation, and improve emergency response times. The proliferation of smart city initiatives worldwide has further fueled the demand for GIS tools, as urban planners and municipal authorities require accurate spatial data for effective decision-making. Additionally, the evolution of 3D GIS and real-time mapping technologies is enabling more sophisticated modeling and simulation, expanding the scope of GIS applications beyond traditional mapping to include predictive analytics and scenario planning.

Another significant driver for the GIS Software market is the rapid digitization of industries such as agriculture, mining, and oil & gas. Precision agriculture, for example, relies heavily on GIS platforms to monitor crop health, manage irrigation, and enhance yield forecasting. Similarly, the mining sector uses GIS for exploration, environmental impact assessment, and asset management. The integration of remote sensing data with GIS software is providing stakeholders with actionable insights, leading to higher efficiency and reduced operational risks. Furthermore, the growing emphasis on environmental sustainability and regulatory compliance is prompting organizations to invest in advanced GIS solutions for monitoring land use, tracking deforestation, and managing natural resources.

The expanding use of cloud-based GIS solutions is also a key factor driving market growth. Cloud deployment offers scalability, cost-effectiveness, and remote accessibility, making GIS tools more accessible to small and medium enterprises as well as large organizations. The cloud model supports real-time data sharing and collaboration, which is particularly valuable for disaster management and emergency response teams. As organizations increasingly prioritize digital transformation, the demand for cloud-native GIS platforms is expected to rise, supported by advancements in data security, interoperability, and integration with other enterprise systems.

Regionally, North America remains the largest market for GIS Software, accounting for a significant share of global revenues. This leadership is underpinned by substantial investments in smart infrastructure, advanced transportation systems, and environmental monitoring programs. The Asia Pacific region, however, is witnessing the fastest growth, driven by rapid urbanization, government-led digital initiatives, and the expansion of the utility and agriculture sectors. Europe continues to demonstrate steady adoption, particularly in environmental management and urban planning, while Latin America and the Middle East & Africa are emerging as promising markets due to increasing investments in infrastructure and resource management.

Component Analysis

The GIS Software market is segmented by component into Software and Services, each playing a pivotal role in the overall value chain. The software segment includes comprehensive GIS platforms, spatial analytics tools, and specialized applications

The ANZ Geospatial Analytics market, currently valued at approximately $0.68 billion in 2025, is projected to experience robust growth, with a Compound Annual Growth Rate (CAGR) of 9.13% from 2025 to 2033. This expansion is driven by increasing adoption of advanced technologies like AI and machine learning within geospatial applications, coupled with rising demand for precise location-based insights across diverse sectors. Key drivers include the need for improved infrastructure planning and management (particularly in Australia and New Zealand's sprawling landscapes), precision agriculture advancements demanding sophisticated data analysis, and the expanding use of geospatial data for resource exploration and environmental monitoring. The market is segmented by type (Surface Analysis, Network Analysis, Geovisualization) and end-user vertical (Agriculture, Utility & Communication, Defense & Intelligence, Government, Mining & Natural Resources, Automotive & Transportation, Healthcare, Real Estate & Construction, Others). Australia and New Zealand's strong government investment in digital infrastructure and data initiatives further fuels this market growth. While data privacy concerns and the need for skilled professionals represent potential restraints, the overall outlook remains positive, indicating a significant market opportunity for established players like NGIS Australia, Alteryx, and Esri Australia, as well as emerging innovative companies in the region. The strong growth trajectory is expected to continue throughout the forecast period (2025-2033), propelled by the increasing integration of geospatial analytics into various business processes. Companies are leveraging these advanced analytics to optimize operations, enhance decision-making, and gain a competitive edge. The market's regional distribution likely reflects a higher concentration in Australia due to its larger economy and more developed infrastructure. However, New Zealand's growing adoption of technology and focus on sustainable development will also contribute to a notable market share. Competition is likely to intensify as new entrants and technology advancements reshape the market landscape. The continued investment in research and development by both established and emerging companies will likely further fuel the growth of innovative solutions and services within the ANZ Geospatial Analytics market. Recent developments include: January 2023: Ecopia AI (Ecopia) and Woolpert announced an expanded collaboration to map Australia's top metropolitan areas in 3D. The resulting vector maps will offer Woolpert's Asia-Pacific clients an accurate, detailed, and up-to-date foundational layer of geospatial data representing the dimensional world. As one of the leading geospatial services providers, Woolpert works with commercial and government organizations alike to map and analyze locations for strategic decision-making., September 2022: Wellington-based Geospatial data, technology, and analytics company Lynker Analytics announced that it had been selected by Toitū Te Whenua Land Information New Zealand in order to capture the building outlines from publicly owned aerial imagery over the next three years. Toitū Te Whenua Land Information New Zealand maintains a national open dataset of the building outlines extracted from multiple years of imagery captured through airborne sensors.. Key drivers for this market are: Growing Demand for Geospatial Analytics in Smart City Development and Urban Planning, Integration of Advanced Technologies such as AI and ML in Geospatial Analytics Solutions. Potential restraints include: Growing Demand for Geospatial Analytics in Smart City Development and Urban Planning, Integration of Advanced Technologies such as AI and ML in Geospatial Analytics Solutions. Notable trends are: Agriculture Segment is Anticipated to Hold Significant Market Share.

Here are a few use cases for this project:

1. Precision Agriculture: CottonWeedID15 can be integrated into precision agriculture systems to help farmers identify and target specific weed species in their fields, enabling more precise weed management and protecting crops from the competition for vital resources like nutrients, water, and sunlight.

2. Automated Weed Control: By incorporating CottonWeedID15 into autonomous farm equipment, such as robotic weeders or drones, these machines could efficiently and accurately target and remove or treat specific weeds without damaging surrounding cotton plants, leading to reduced reliance on manual labor and improved crop yield.

3. Plant Biodiversity Research: Environmental researchers can use CottonWeedID15 to accurately identify and differentiate weed species in various ecosystems or habitats, enabling a better understanding of plant biodiversity in affected regions, and helping develop more effective strategies for weed control and prevention.

4. Weed Mapping and Monitoring: CottonWeedID15 can be used in geographic information systems (GIS) to map and monitor the distribution of specific weed species over time, helping track the spread and dynamics of weed populations, informing decisions on targeted interventions, and evaluating the effectiveness of weed control measures.

5. Agricultural Education and Training: CottonWeedID15 can be employed as a tool for training farmers, agricultural students, and extension professionals, helping them easily recognize and differentiate weed species, and enhance their knowledge on effective weed management practices.

The Digital Elevation Model (DEM) market is experiencing robust growth, driven by increasing demand across various sectors. The market, estimated at $1.5 billion in 2025, is projected to exhibit a Compound Annual Growth Rate (CAGR) of 8% from 2025 to 2033, reaching approximately $2.8 billion by 2033. This expansion is fueled by several key factors. Firstly, the rising adoption of advanced surveying techniques, such as LiDAR and photogrammetry, is providing higher-resolution and more accurate DEMs, leading to wider application in diverse fields. Secondly, the increasing availability of high-resolution satellite imagery and improved processing capabilities are lowering the cost and increasing the accessibility of DEM data. Thirdly, government initiatives promoting spatial data infrastructure and the growing focus on smart city development are further driving market growth. Key applications include urban planning, infrastructure development, environmental monitoring, precision agriculture, and disaster management. The market is segmented by data resolution, acquisition method, application, and geography. Despite the positive outlook, challenges remain. Data accuracy and consistency, especially across different sources and regions, are ongoing concerns. Data integration and interoperability issues also need to be addressed for seamless data utilization across various applications. The high initial investment in specialized equipment and software can be a barrier for smaller companies entering the market. Furthermore, ensuring the privacy and security of geospatial data is crucial, particularly in light of increased regulatory scrutiny. The competitive landscape comprises both established players like Harris MapMart and National Map, alongside emerging companies offering innovative solutions. Companies are increasingly focusing on developing cloud-based platforms and integrating AI/ML algorithms to enhance data processing and analysis capabilities, fueling market innovation and growth.

Geographic Information System Software Market Outlook

The global Geographic Information System (GIS) Software market size was valued at approximately USD 7.8 billion in 2023 and is projected to reach USD 15.6 billion by 2032, growing at a compound annual growth rate (CAGR) of 8.3% during the forecast period. This impressive growth can be attributed to the increasing demand for efficient data management tools across various industries, which rely on spatial data for decision-making and strategic planning. The rapid advancements in technology, such as the integration of AI and IoT with GIS software, have further propelled the market, enabling organizations to harness the full potential of geographic data in innovative ways.

One of the primary growth drivers of the GIS Software market is the burgeoning need for urban planning and smart city initiatives worldwide. As urbanization trends escalate, cities are increasingly relying on GIS technology to manage resources more effectively, optimize transportation networks, and enhance public safety. The ability of GIS software to provide real-time data and spatial analysis is vital for city planners and administrators faced with the challenges of modern urban environments. Furthermore, the trend towards digital transformation in governmental organizations is boosting the adoption of GIS solutions, as they seek to improve operational efficiency and service delivery.

The agricultural sector is also experiencing significant transformations due to the integration of GIS software, which is another pivotal growth factor for the market. Precision agriculture, which involves the use of GIS technologies to monitor and manage farming practices, is enabling farmers to increase crop yields while reducing resource consumption. By leveraging spatial data, farmers can make informed decisions about planting, irrigation, and harvesting, ultimately leading to more sustainable agricultural practices. This trend is particularly prominent in regions where agriculture forms a substantial portion of the economy, encouraging the adoption of advanced GIS tools to maintain competitive advantage.

Another influential factor contributing to the growth of the GIS Software market is the increasing importance of environmental management and disaster response. GIS technology plays a crucial role in assessing environmental changes, managing natural resources, and planning responses to natural disasters. The ability to overlay various data sets onto geographic maps allows for better analysis and understanding of environmental phenomena, making GIS indispensable in tackling issues such as climate change and resource depletion. Moreover, governments and organizations are investing heavily in GIS tools that aid in disaster preparedness and response, ensuring timely and effective action during emergencies.

The evolution of GIS Mapping Software has been instrumental in transforming how spatial data is utilized across various sectors. These software solutions offer robust tools for visualizing, analyzing, and interpreting geographic data, enabling users to make informed decisions based on spatial insights. With the ability to integrate multiple data sources, GIS Mapping Software provides a comprehensive platform for conducting spatial analysis, which is crucial for applications ranging from urban planning to environmental management. As technology continues to advance, the capabilities of GIS Mapping Software are expanding, offering more sophisticated features such as 3D visualization and real-time data processing. These advancements are not only enhancing the utility of GIS tools but also making them more accessible to a wider range of users, thereby driving their adoption across different industries.

Regionally, North America and Europe have traditionally dominated the GIS Software market, thanks to their robust technological infrastructure and higher adoption rates of advanced technologies. However, Asia Pacific is expected to witness the highest growth rate during the forecast period, driven by rapid urbanization, increased government spending on infrastructure development, and the expanding telecommunications sector. The growing awareness and adoption of GIS solutions in countries like China and India are significant contributors to this regional growth. Furthermore, Latin America and the Middle East & Africa regions are slowly catching up, with ongoing investments in smart city projects and infrastructure development driving the demand for GIS software.

Component Analysis</h2&

The Argentina Satellite Imagery Services market, valued at $40 million in 2025, is projected to experience robust growth, driven by increasing government investments in infrastructure development, particularly within the geospatial data acquisition and mapping sectors. The rising demand for precise location intelligence across various applications, including natural resource management, surveillance and security, and disaster management, further fuels market expansion. Key applications like precision agriculture and urban planning are also contributing to market growth, as businesses and government agencies leverage satellite imagery for improved decision-making and resource optimization. The presence of established players like ESRI and Airbus, alongside emerging local firms, indicates a competitive yet dynamic market landscape. However, challenges remain, primarily concerning data accessibility, affordability for smaller businesses, and potential regulatory hurdles related to data privacy and security. The construction, transportation, and logistics sectors are expected to witness significant growth in satellite imagery adoption due to the need for efficient infrastructure planning and risk mitigation. Furthermore, the expanding military and defense applications are expected to contribute to market expansion throughout the forecast period. While specific data for Argentina's market segmentation is unavailable, the overall market trajectory mirrors global trends, projecting a Compound Annual Growth Rate (CAGR) of 6.66% from 2025 to 2033. This growth is expected to be further fueled by technological advancements in satellite imagery resolution and analytics. The consistent 6.66% CAGR signifies a steady increase in demand for advanced geospatial solutions. Government initiatives promoting digitalization and smart city development are key catalysts, driving adoption across various sectors. While the market faces challenges, such as high initial investment costs for technology and infrastructure, the long-term benefits of improved decision-making and operational efficiencies outweigh these barriers. The market is expected to mature gradually, with a shift towards cloud-based solutions and advanced analytics becoming increasingly prevalent. The presence of both international and domestic players ensures a competitive market fostering innovation and affordability. This combination of factors positions Argentina's satellite imagery services market for sustained growth in the coming years. Recent developments include: July 2023: Maxar Technologies, a leading provider of comprehensive space services and secure, precise geospatial intelligence, announced the initial launch of its innovative Maxar Geospatial Platform (MGP). This groundbreaking platform offers rapid and user-friendly access to the world's most advanced Earth intelligence. MGP is set to revolutionize geospatial data and analytics by simplifying discovery, procurement, and integration processes. Users of MGP will enjoy seamless access to Maxar's renowned geospatial content, which includes high-resolution satellite imagery, breathtaking imagery base maps, intricate 3D models, analysis-ready datasets, as well as image-based change detection and analytical outputs., March 2023: The Argentinean remote sensing constellation SAOCOM has contributed invaluable data, and the European Space Agency (ESA) engaged Earth observation experts to explore and propose innovative applications for this dataset. The Argentine space agency CONAE, responsible for overseeing and controlling the SAOCOM satellites, is actively working on requests for data delivery proposals. The SAOCOM mission, an integral part of ESA's Third Party Missions program, features two spacecraft, SAOCOM 1A and 1B, designed to collect polarimetric L-band synthetic aperture radar data., , . Key drivers for this market are: Increasing Adoption of Location-based Services, Satellite data usage is increasing. Potential restraints include: Increasing Adoption of Location-based Services, Satellite data usage is increasing. Notable trends are: Natural Resource Management is Expected to Significant Share.