The global agricultural mapping services market is projected to grow at a 5.1% CAGR, reaching US$8.7 Billion by 2031 from an estimated US$6.2 Billion in 2024

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 size and share of this market is categorized based on Precision Agriculture (Soil Mapping, Crop Health Monitoring, Yield Monitoring, Variable Rate Application, Field Mapping) and Remote Sensing (Satellite Imaging, Aerial Imaging, Drone Technology, Infrared Sensing, Multispectral Imaging) and Data Analytics (Predictive Analytics, Descriptive Analytics, Prescriptive Analytics, Big Data Analysis, Geospatial Analysis) and geographical regions (North America, Europe, Asia-Pacific, South America, Middle-East and Africa).

The agricultural mapping services market is experiencing robust growth, driven by the increasing need for precise and timely information to optimize farming practices and enhance crop yields. The market, valued at approximately $2.5 billion in 2025, is projected to expand significantly over the forecast period (2025-2033), with a Compound Annual Growth Rate (CAGR) of around 15%. This expansion is fueled by several key factors. Firstly, technological advancements in remote sensing, such as satellite imagery and drone technology, are providing higher-resolution data and more efficient data processing capabilities. Secondly, the rising adoption of precision agriculture techniques, including variable rate fertilization and targeted pesticide application, is boosting demand for accurate mapping data. Finally, government initiatives promoting sustainable agriculture and climate-smart practices are creating favorable market conditions. The market is segmented by application (agricultural companies, academic institutions, households, and others) and by type of service (irrigation monitoring, soil and crop analysis, livestock monitoring, and others). Agricultural companies represent the largest segment, followed by academic institutions, reflecting the high value placed on data-driven decision-making within these sectors. The market's growth trajectory is, however, not without challenges. High initial investment costs associated with advanced mapping technologies and the need for specialized expertise can serve as restraints, particularly for smaller farms. Data security and privacy concerns, especially when dealing with sensitive agricultural data, also pose a significant challenge. Overcoming these obstacles requires a concerted effort from technology providers, research institutions, and policymakers. Strategic partnerships and the development of cost-effective solutions, including user-friendly software and accessible training programs, will be critical in unlocking the full potential of this market. The geographic distribution of this market is expected to be concentrated in regions with a high density of agricultural activity and substantial investment in technology. North America and Europe are projected to maintain a leading position, though growth in developing economies with expanding agricultural sectors is anticipated.

The global agricultural mapping services market is experiencing robust growth, driven by the increasing adoption of precision agriculture techniques and the rising demand for efficient resource management in farming. This market is projected to reach a significant size, with a Compound Annual Growth Rate (CAGR) fueling expansion. While precise figures for market size and CAGR aren't provided, considering the rapid technological advancements in areas like drone technology, remote sensing, and data analytics, a reasonable estimate for the 2025 market size would be in the range of $2.5 billion to $3 billion. This substantial market value reflects the growing awareness among farmers and agricultural businesses regarding the benefits of data-driven decision-making. The CAGR is likely within the range of 12-15% over the forecast period (2025-2033), indicating a sustained trajectory of growth. Factors such as government initiatives promoting precision agriculture, the rising adoption of IoT devices in farming, and the availability of advanced analytical tools are key drivers propelling this expansion. The market is segmented by type (Irrigation Monitoring, Soil and Crop Analysis, Livestock Monitoring, Other) and application (Agricultural Company, Academic Institution, Household, Other). The Soil and Crop Analysis segment is expected to dominate due to the critical role of precise soil and crop data in optimizing yields and resource utilization. Geographically, North America and Europe currently hold substantial market shares, attributed to the higher adoption rates of advanced technologies and the presence of key players. However, rapid growth is anticipated in Asia-Pacific regions like India and China, fueled by expanding agricultural activities and increasing government investments in agricultural modernization. Challenges remain, including the high initial investment costs associated with adopting these services and the need for robust internet connectivity in certain regions, particularly in developing economies. Despite these hurdles, the long-term outlook for the agricultural mapping services market remains positive, with significant potential for growth and innovation.

Agriculture Satellite Mapping Services Market Outlook

The global agriculture satellite mapping services market size is projected to reach approximately USD 2.3 billion by 2032, growing at a compound annual growth rate (CAGR) of 12.5% from 2023. The market was valued at around USD 950 million in 2023. This significant growth can be attributed to the increasing adoption of precision farming techniques and advancements in satellite imaging technologies.

One of the primary growth factors driving the agriculture satellite mapping services market is the rising demand for precision farming techniques. Precision farming allows farmers to optimize field-level management concerning crop farming. By using satellite imagery, farmers can obtain real-time data on crop health, soil conditions, and yield predictions, which can improve decision-making and enhance crop productivity. Moreover, the increasing global population and subsequent rise in food demand necessitate the adoption of advanced agricultural practices, further propelling market growth.

Another crucial growth factor is the advancement in satellite imaging technologies. With the advent of high-resolution and multispectral imaging, satellites can now provide detailed and accurate information about various agricultural parameters. These technological advancements enable better monitoring and management of agricultural resources, leading to higher efficiency and productivity in farming operations. Additionally, the integration of artificial intelligence and machine learning with satellite data analysis is expected to open new avenues for market growth by enabling more precise and predictive analytics.

The increasing awareness and governmental support for sustainable agricultural practices also play a vital role in driving the market. Governments worldwide are promoting the use of satellite mapping services to minimize the environmental impact of farming activities. By providing farmers with precise data on resource usage and environmental conditions, satellite mapping services help in reducing the overuse of fertilizers and pesticides, thereby promoting sustainable farming practices. Such initiatives are likely to boost the adoption of these services, contributing to market expansion.

Regionally, North America dominates the agriculture satellite mapping services market due to the high adoption rate of advanced farming technologies and the presence of key market players. The Asia Pacific region is expected to exhibit the highest growth rate during the forecast period, driven by increasing investments in agricultural technology and rising awareness about precision farming among farmers. Europe also holds a significant market share, supported by strong governmental policies and initiatives promoting sustainable agriculture.

Service Type Analysis

The agriculture satellite mapping services market is segmented into various service types, including crop monitoring, soil mapping, yield mapping, and others. Crop monitoring services form a substantial part of the market due to their critical role in providing real-time data on crop health and growth stages. This data is essential for farmers to make informed decisions on irrigation, fertilization, and pest control, ultimately leading to higher crop yields and better resource management. The increasing demand for food globally makes crop monitoring an indispensable service in modern agriculture.

Soil mapping services are gaining significant traction as they provide detailed information about soil properties, such as texture, composition, moisture content, and nutrient levels. This information is crucial for farmers to manage soil health and improve crop productivity. With the increasing focus on sustainable farming practices, soil mapping services are becoming more popular, enabling farmers to optimize the use of fertilizers and water, thus minimizing environmental impact.

Yield mapping services are essential for assessing the productivity of agricultural fields. These services use satellite imagery to collect data on crop yields, which helps farmers evaluate the performance of different crop varieties and farming practices. By analyzing this data, farmers can identify high-yield areas and implement strategies to improve yields in underperforming regions. Yield mapping services are particularly beneficial for large-scale farming operations, where they can significantly enhance operational efficiency and profitability.

Other services in this segment include weather monitoring, pest detection, and ir

Global Agricultural Mapping Services market size 2025 was XX Million. Agricultural Mapping Services Industry compound annual growth rate (CAGR) will be XX% from 2025 till 2033.

Agricultural Mapping Software Market Outlook

The global agricultural mapping software market size was valued at approximately USD 1.2 billion in 2023 and is projected to reach around USD 3.4 billion by 2032, growing at a Compound Annual Growth Rate (CAGR) of 12.5% during the forecast period. This promising growth is driven by increasing adoption of precision farming techniques and the need for efficient agricultural management practices. Advances in technology, coupled with rising demand for food production, are significant factors propelling the agricultural mapping software market.

One of the primary growth factors for the agricultural mapping software market is the increasing need for precision farming. Precision farming techniques rely on detailed data collection and analysis, which is facilitated by advanced agricultural mapping software. These tools help farmers make informed decisions about planting, watering, and harvesting, thereby maximizing crop yield and resource efficiency. The emphasis on data-driven farming is expected to drive significant adoption of mapping software across the globe.

Another crucial growth factor is the rising global population, which directly correlates with the increasing demand for food. As the world population continues to grow, the pressure on agricultural systems becomes more intense. Agricultural mapping software aids in optimizing land use, monitoring crop health, and predicting yields, thus playing a pivotal role in meeting the escalating food demands. The software's ability to enhance productivity and sustainability is highly appealing to stakeholders in the agricultural sector.

Technological advancements in GIS (Geographic Information Systems) and remote sensing are also propelling the market. The integration of satellite imagery, drones, and IoT (Internet of Things) devices with agricultural mapping software enables real-time data acquisition and analysis. These technologies provide farmers with detailed insights into their fields, enabling them to detect issues early and take corrective action promptly. The continuous innovation in these technologies is expected to further boost market growth.

From a regional perspective, North America is anticipated to hold the largest market share due to the high adoption rate of advanced farming technologies and substantial investments in agricultural research. Europe follows closely, driven by stringent agricultural policies and a strong focus on sustainable farming practices. The Asia Pacific region is expected to witness the fastest growth, attributed to increasing government initiatives to modernize agriculture and substantial investments in agritech startups. Latin America and the Middle East & Africa also present significant growth opportunities due to expanding agricultural activities and adoption of modern farming techniques.

Crop Monitoring Software plays a pivotal role in the agricultural mapping software market by providing farmers with the tools necessary to maintain and enhance crop health. This software allows for continuous observation and analysis of crops, ensuring that any potential issues such as diseases, pest infestations, or nutrient deficiencies are identified early. By leveraging real-time data, farmers can make informed decisions that lead to improved crop yields and quality. The integration of Crop Monitoring Software with other agricultural technologies further enhances its capabilities, making it an indispensable tool for modern farming practices. As the demand for efficient and sustainable agriculture grows, the adoption of such software is expected to rise, contributing significantly to the market's expansion.

Component Analysis

The agricultural mapping software market by component is divided into two primary segments: software and services. The software segment encompasses a range of solutions tailored to various agricultural needs, including GIS software, remote sensing software, and farm management software. These tools are designed to collect, analyze, and interpret data to support decision-making processes in farming operations. The sophistication and variety of available software solutions are continually expanding, driven by ongoing research and development efforts in agritech.

In contrast, the services segment includes consulting, training, maintenance, and support services that complement the software solutions. As more farmers and agricultural enterprises adopt mapp

NOTICE TO PROVISIONAL 2023 LAND USE DATA USERS: Please note that on December 6, 2024 the Department of Water Resources (DWR) published the Provisional 2023 Statewide Crop Mapping dataset. The link for the shapefile format of the data mistakenly linked to the wrong dataset. The link was updated with the appropriate data on January 27, 2025. If you downloaded the Provisional 2023 Statewide Crop Mapping dataset in shapefile format between December 6, 2024 and January 27, we encourage you to redownload the data. The Map Service and Geodatabase formats were correct as posted on December 06, 2024.

Thank you for your interest in DWR land use datasets.

The California Department of Water Resources (DWR) has been collecting land use data throughout the state and using it to develop agricultural water use estimates for statewide and regional planning purposes, including water use projections, water use efficiency evaluations, groundwater model developments, climate change mitigation and adaptations, and water transfers. These data are essential for regional analysis and decision making, which has become increasingly important as DWR and other state agencies seek to address resource management issues, regulatory compliances, environmental impacts, ecosystem services, urban and economic development, and other issues. Increased availability of digital satellite imagery, aerial photography, and new analytical tools make remote sensing-based land use surveys possible at a field scale that is comparable to that of DWR’s historical on the ground field surveys. Current technologies allow accurate large-scale crop and land use identifications to be performed at desired time increments and make possible more frequent and comprehensive statewide land use information. Responding to this need, DWR sought expertise and support for identifying crop types and other land uses and quantifying crop acreages statewide using remotely sensed imagery and associated analytical techniques. Currently, Statewide Crop Maps are available for the Water Years 2014, 2016, 2018- 2022 and PROVISIONALLY for 2023.

Historic County Land Use Surveys spanning 1986 - 2015 may also be accessed using the CADWR Land Use Data Viewer: https://gis.water.ca.gov/app/CADWRLandUseViewer.

For Regional Land Use Surveys follow: https://data.cnra.ca.gov/dataset/region-land-use-surveys.

For County Land Use Surveys follow: https://data.cnra.ca.gov/dataset/county-land-use-surveys.

For a collection of ArcGIS Web Applications that provide information on the DWR Land Use Program and our data products in various formats, visit the DWR Land Use Gallery: https://storymaps.arcgis.com/collections/dd14ceff7d754e85ab9c7ec84fb8790a.

Recommended citation for DWR land use data: California Department of Water Resources. (Water Year for the data). Statewide Crop Mapping—California Natural Resources Agency Open Data. Retrieved “Month Day, YEAR,” from https://data.cnra.ca.gov/dataset/statewide-crop-mapping.

Global Agricultural Mapping Services market size is expected to grow $ 191.08 Mn in 2023 to $ 322.82 Mn by 2032, at a CAGR of 6.00% from 2024-2032.

ArcGIS Map Packages and GIS Data for Gillreath-Brown, Nagaoka, and Wolverton (2019)

**When using the GIS data included in these map packages, please cite all of the following:

Gillreath-Brown, Andrew, Lisa Nagaoka, and Steve Wolverton. A Geospatial Method for Estimating Soil Moisture Variability in Prehistoric Agricultural Landscapes, 2019. PLoSONE 14(8):e0220457. http://doi.org/10.1371/journal.pone.0220457

Gillreath-Brown, Andrew, Lisa Nagaoka, and Steve Wolverton. ArcGIS Map Packages for: A Geospatial Method for Estimating Soil Moisture Variability in Prehistoric Agricultural Landscapes, Gillreath-Brown et al., 2019. Version 1. Zenodo. https://doi.org/10.5281/zenodo.2572018

OVERVIEW OF CONTENTS

This repository contains map packages for Gillreath-Brown, Nagaoka, and Wolverton (2019), as well as the raw digital elevation model (DEM) and soils data, of which the analyses was based on. The map packages contain all GIS data associated with the analyses described and presented in the publication. The map packages were created in ArcGIS 10.2.2; however, the packages will work in recent versions of ArcGIS. (Note: I was able to open the packages in ArcGIS 10.6.1, when tested on February 17, 2019). The primary files contained in this repository are:

• Raw DEM and Soils data
  • Digital Elevation Model Data (Map services and data available from U.S. Geological Survey, National Geospatial Program, and can be downloaded from the National Elevation Dataset)
    • DEM_Individual_Tiles: Individual DEM tiles prior to being merged (1/3 arc second) from USGS National Elevation Dataset.
    • DEMs_Merged: DEMs were combined into one layer. Individual watersheds (i.e., Goodman, Coffey, and Crow Canyon) were clipped from this combined DEM.
  • Soils Data (Map services and data available from Natural Resources Conservation Service Web Soil Survey, U.S. Department of Agriculture)
    • Animas-Dolores_Area_Soils: Small portion of the soil mapunits cover the northeastern corner of the Coffey Watershed (CW).
    • Cortez_Area_Soils: Soils for Montezuma County, encompasses all of Goodman (GW) and Crow Canyon (CCW) watersheds, and a large portion of the Coffey watershed (CW).
• ArcGIS Map Packages
  • Goodman_Watershed_Full_SMPM_Analysis: Map Package contains the necessary files to rerun the SMPM analysis on the full Goodman Watershed (GW).
  • Goodman_Watershed_Mesa-Only_SMPM_Analysis: Map Package contains the necessary files to rerun the SMPM analysis on the mesa-only Goodman Watershed.
  • Crow_Canyon_Watershed_SMPM_Analysis: Map Package contains the necessary files to rerun the SMPM analysis on the Crow Canyon Watershed (CCW).
  • Coffey_Watershed_SMPM_Analysis: Map Package contains the necessary files to rerun the SMPM analysis on the Coffey Watershed (CW).

For additional information on contents of the map packages, please see see "Map Packages Descriptions" or open a map package in ArcGIS and go to "properties" or "map document properties."

LICENSES

Code: MIT year: 2019
Copyright holders: Andrew Gillreath-Brown, Lisa Nagaoka, and Steve Wolverton

CONTACT

Andrew Gillreath-Brown, PhD Candidate, RPA
Department of Anthropology, Washington State University
andrew.brown1234@gmail.com – Email
andrewgillreathbrown.wordpress.com – Web

Drone Mapping Software for Agriculture Market Outlook

The global drone mapping software for agriculture market size is projected to grow from USD 200 million in 2023 to USD 800 million by 2032, reflecting a robust CAGR of 16.5%. This significant growth is driven by several factors, including advancements in drone technology, the increasing need for precision agriculture, and the growing adoption of smart farming practices worldwide.

One of the primary growth factors for the drone mapping software for agriculture market is the continual advancement in drone technology. Modern drones are equipped with high-resolution cameras, GPS technology, and sensors that can capture detailed images and data from agricultural fields. These technological advancements have enhanced the efficiency and accuracy of drone mapping software, making it an indispensable tool for farmers. The integration of AI and machine learning algorithms into these platforms further enhances their analytical capabilities, providing actionable insights that can help optimize crop yields and reduce operational costs.

Another crucial factor contributing to market growth is the increasing adoption of precision agriculture techniques. Precision agriculture aims to optimize field-level management concerning crop farming. By utilizing drone mapping software, farmers can monitor and analyze various field conditions, such as soil health, crop health, and pest infestations, more effectively. This data-driven approach allows for more precise application of water, fertilizers, and pesticides, leading to improved crop yields and resource efficiency. As the global population continues to rise, the demand for food increases, thereby driving the need for efficient agricultural practices.

The growing awareness and adoption of smart farming practices are also fueling the market's growth. Smart farming involves the use of advanced technologies, including IoT, AI, and drones, to enhance agricultural practices. Governments and agricultural organizations worldwide are promoting smart farming practices to improve food security and sustainability. Subsidies, grants, and favorable policies for the adoption of drone technology in agriculture are expected to further boost the market. Training programs and workshops to educate farmers about the benefits and usage of drone mapping software are also playing a significant role in market expansion.

Regionally, North America is expected to dominate the drone mapping software for agriculture market owing to technological advancements and the early adoption of precision agriculture practices. However, the Asia Pacific region is anticipated to witness the highest growth rate during the forecast period. The rapid adoption of modern agricultural practices in countries like China and India, along with the increasing investments in drone technology, are key factors driving the market in this region. Europe and Latin America are also showing promising growth, driven by the rising awareness about sustainable farming practices and technological advancements.

Component Analysis

In the drone mapping software for agriculture market, the component segment is categorized into software and services. The software segment holds a significant share of the market and is expected to continue its dominance throughout the forecast period. This is primarily due to the rising demand for advanced software solutions that offer high-resolution mapping, data analytics, and real-time monitoring capabilities. The software solutions are increasingly integrated with AI and machine learning algorithms, which enhance their efficiency and accuracy in analyzing agricultural data. This integration is particularly beneficial for tasks like crop health monitoring and field mapping, which require precise data interpretation.

The services segment, though smaller than the software segment, is also witnessing substantial growth. Services in this market include consulting, training, and maintenance services. As drone mapping technology becomes more sophisticated, there is a growing need for specialized services to help farmers effectively utilize these tools. Consulting services assist farmers in selecting the appropriate software and hardware solutions tailored to their specific needs, while training services educate them on how to use these technologies effectively. Maintenance services ensure that the drone mapping systems operate smoothly and provide accurate data over time.

The growing trend of software-as-a-service (SaaS) models in the agriculture industry is also contributing

The Precision Farming & Agriculture Services market is experiencing robust growth, driven by the increasing adoption of technology to enhance farm productivity and sustainability. The market's expansion is fueled by several key factors, including the rising demand for higher crop yields in the face of growing global food insecurity, the increasing awareness of the benefits of data-driven decision-making in agriculture, and the proliferation of affordable and user-friendly precision farming technologies. Government initiatives promoting sustainable agriculture and technological advancements in areas like sensor technology, GPS, and data analytics are further accelerating market growth. While the precise market size in 2025 is unavailable, based on industry reports and the provided historical data, a reasonable estimation for the market value could be in the range of $15 billion, with a Compound Annual Growth Rate (CAGR) of approximately 12% projected from 2025 to 2033. This translates to significant market expansion over the forecast period. The market is segmented by application (yield monitoring, field mapping, crop scouting, and others) and type (web-based and cloud-based). While all segments are growing, yield monitoring and cloud-based solutions are currently witnessing particularly strong adoption due to their ability to provide real-time insights and improved data management capabilities. Geographic segmentation reveals a high concentration of market share in North America and Europe, primarily due to the advanced technological infrastructure and greater adoption of precision farming techniques in these regions. However, the Asia-Pacific region is expected to witness significant growth in the coming years, driven by increasing investment in agricultural technology and rising demand for food security within the rapidly growing economies of India and China. Potential restraints include the high initial investment costs associated with adopting precision farming technologies, the need for reliable internet connectivity in certain regions, and the digital literacy gap among some farmers. Nevertheless, the long-term outlook remains positive, as the benefits of improved efficiency, yield, and sustainability far outweigh the initial challenges.

The global agriculture satellite mapping services market is experiencing robust growth, driven by the increasing need for precise and timely agricultural data to optimize farming practices and improve crop yields. This market is projected to reach a value of $2.5 billion by 2025, expanding at a Compound Annual Growth Rate (CAGR) of 15% from 2025 to 2033. This significant expansion is fueled by several key factors. The rising adoption of precision agriculture techniques, coupled with the increasing availability of high-resolution satellite imagery and advanced analytics, allows farmers to make data-driven decisions regarding irrigation, fertilization, and pest control. Furthermore, government initiatives promoting sustainable agriculture and food security are contributing to the market's growth. The rising demand for efficient resource management and the need to mitigate the impacts of climate change further incentivize the adoption of these services. Different resolution options, ranging from 0.3m to 1m, cater to diverse needs, from detailed crop assessments to large-scale monitoring. Key application areas include vegetation index estimation, crop supply chain management, and irrigation management, each contributing to the market's overall expansion. The market segmentation reveals a diverse landscape. North America and Europe currently hold the largest market shares due to early adoption and well-established agricultural technology infrastructure. However, significant growth potential exists in developing economies across Asia-Pacific and Africa, driven by increasing investment in agricultural modernization and the need to address food security challenges. While the high initial investment costs associated with satellite technology and data processing may pose a restraint, the long-term benefits in terms of improved yields and resource efficiency are proving increasingly compelling for farmers and agricultural businesses alike. The competitive landscape is characterized by a mix of established players like Maxar Technologies and Airbus, and emerging companies like Capella Space and Planet Labs, leading to innovation and market diversification.

Farmland information was obtained from the Farmland Mapping & Monitoring Program (FMMP) in the Division of Land Resource Protection in the California Department of Conservation. Established in 1982, the FMMP is to provide consistent and impartial data and analysis of agricultural land use and land use changes throughout the State of California. The study area is in accordance to the soil survey developed by NRCS (National Resources Conservation Service) in the United States Department of Agriculture. Important Farmland Map is biennially updated based on a computer mapping system, aerial imagery, public review, and field interpretation. NOTES: This data was reviewed by local jurisdictions and reflects each jurisdiction's input received during the SCAG's 2020 RTP/SCS Local Input and Envisioning Process.The updated Farmland categories are contained in 'polygon_ty' field. For more information, refer to the website at http://www.conservation.ca.gov/dlrp/fmmp/Pages/Index.aspx.PRIME FARMLAND (P)Farmland with the best combination of physical and chemical features able to sustain long term agricultural production. This land has the soil quality, growing season, and moisture supply needed to produce sustained high yields. Land must have been used for irrigated agricultural production at some time during the four years prior to the mapping date.FARMLAND OF STATEWIDE IMPORTANCE (S)Farmland similar to Prime Farmland but with minor shortcomings, such as greater slopes or less ability to store soil moisture. Land must have been used for irrigated agricultural production at some time during the four years prior to the mapping date.UNIQUE FARMLAND (U)Farmland of lesser quality soils used for the production of the state's leading agricultural crops. This land is usually irrigated, but may include non-irrigated orchards or vineyards as found in some climatic zones in California. Land must have been cropped at some time during the four years prior to the mapping date.FARMLAND OF LOCAL IMPORTANCE (L) Land of importance to the local agricultural economy as determined by each county's board of supervisors and a local advisory committee. GRAZING LAND (G)Land on which the existing vegetation is suited to the grazing of livestock. This category was developed in cooperation with the California Cattlemen's Association, University of California Cooperative Extension, and other groups interested in the extent of grazing activities. The minimum mapping unit for Grazing Land is 40 acres.URBAN AND BUILT-UP LAND (D)Land occupied by structures with a building density of at least 1 unit to 1.5 acres, or approximately 6 structures to a 10-acre parcel. This land is used for residential, industrial, commercial, institutional, public administrative purposes, railroad and other transportation yards, cemeteries, airports, golf courses, sanitary landfills, sewage treatment, water control structures, and other developed purposes.OTHER LAND (X)Land not included in any other mapping category. Common examples include low density rural developments; brush, timber, wetland, and riparian areas not suitable for livestock grazing; confined livestock, poultry or aquaculture facilities; strip mines, borrow pits; and water bodies smaller than 40 acres. Vacant and nonagricultural land surrounded on all sides by urban development and greater than 40 acres is mapped as Other Land.The Rural Land Mapping Project provides more detail on the distribution of various land uses within the Other Land category. The Rural Land categories include:Rural Residential Land (R), Semi-Agricultural and Rural Commercial Land (sAC), Vacant or Disturbed Land (V), Confined Animal Agriculture (Cl), and Nonagricultural or Natural Vegetation (nv).WATER (W)Perennial water bodies with an extent of at least 40 acres.NOT SURVEYED (Z)Large government land holdings, including National Parks, Forests, and Bureau of Land Management holdings are not included in FMMP’s survey area.

De marktomvang en het marktaandeel zijn gecategoriseerd op basis van Precision Agriculture (Soil Mapping, Crop Health Monitoring, Yield Monitoring, Variable Rate Application, Field Mapping) and Remote Sensing (Satellite Imaging, Aerial Imaging, Drone Technology, Infrared Sensing, Multispectral Imaging) and Data Analytics (Predictive Analytics, Descriptive Analytics, Prescriptive Analytics, Big Data Analysis, Geospatial Analysis) and geografische regio’s (Noord-Amerika, Europa, Azië-Pacific, Zuid-Amerika, Midden-Oosten en Afrika)

This map shows the relationship between Federal payments toward conservation and wetlands and payments toward producers not including conservation/wetlands. The data is produced by the USDA National Agricultural Statistics Service (USDA).Areas in yellow show where there are high amounts of Federal payments toward Conservation in comparison to other types, whereas areas in light blue have a higher amount of Federal payments toward all other agriculture in comparison to Conservation. Areas in black have an overall high amount of both types of payments. The map uses size to emphasize which counties received the overall largest receipts in US dollars.In 2017, the average farm received an average of $13,906, and conservation/wetland programs received and average of $6,980. These are the central colors of the map in order to anchor the map around the national figure. Areas with a pattern above or below the national average are highlighted by the colors along the edges of the legend (mentioned in the previous paragraph). For more information about Federal payments in 2017, visit this summary table from the USDA.For more information about the relationship mapping style used in this map, visit this blog. About the data and source:The Census of Agriculture, produced by the USDA National Agricultural Statistics Service (USDA), provides a complete count of America's farms, ranches and the people who grow our food. The census is conducted every five years, most recently in 2017, and provides a in-depth look at the agricultural industry.This layer summarizes payments made to producers by the Federal government from the 2017 Census of Agriculture at the county level.This layer was produced from data downloaded using the USDA's QuickStats Application. The data was transformed using the Pivot Table tool in ArcGIS Pro and joined to the county boundary file provided by the USDA. The layer was published as feature layer in ArcGIS Online.Dataset SummaryPhenomenon Mapped: Payments made to producers by the Federal governmentCoordinate System: Web Mercator Auxiliary SphereExtent: United States including Hawaii and AlaskaVisible Scale: All ScalesSource: USDA National Agricultural Statistics Service QuickStats ApplicationPublication Date: 2017AttributesThis layer provides values for the following attributes. Note that some values are not disclosed (coded as -1 in the layer) to protect the privacy of producers in areas with limited production.Federal Payments - Operations with ReceiptsFederal Payments - Receipts in US DollarsFederal Payments - Receipts in US Dollars per OperationFederal Payments not Including Conservation and Wetland Programs - Operations with ReceiptsFederal Payments not Including Conservation and Wetland Programs - Receipts in US DollarsFederal Payments not Including Conservation and Wetland Programs - Receipts in US Dollars per OperationFederal Payments for Conservation and Wetland Programs - Operations with ReceiptsFederal Payments for Conservation and Wetland Programs - Receipts in US DollarsFederal Payments for Conservation and Wetland Programs - Receipts in US Dollars per OperationConservation and wetland programs include:Conservation Reserve Program (CRP)Wetlands Reserve Program (WRP)Farmable Wetlands Program (FWP)Conservation Reserve Enhancement Program (CREP)Other programs with payments to producers include:2014 Agricultural Act (Farm Bill)Agriculture Risk Coverage (ARC)Price Loss Coverage (PLC)Commodity Credit Corporation (CCC)Loan Deficiency PaymentsDisaster Assistance ProgramsState and local government agricultural program payments and Federal crop insurance payments are not included.Additionally, attributes of State Name, State Code, County Name and County Code are included to facilitate cartography and use with other layers.

The global soil mapping service market is experiencing robust growth, driven by increasing demand for precision agriculture, sustainable land management, and environmental monitoring. The market's expansion is fueled by several key factors. Firstly, the rising adoption of advanced technologies like remote sensing, GIS, and machine learning is significantly improving the accuracy, efficiency, and affordability of soil mapping. This allows for detailed soil analysis at scale, providing valuable insights for various applications. Secondly, growing concerns about climate change and the need for sustainable agricultural practices are pushing governments and farmers to invest heavily in soil health monitoring and improvement strategies. Soil mapping provides a crucial foundation for informed decision-making in these areas. Finally, the increasing urbanization and the need for effective urban planning and land management contribute to the market's growth, as accurate soil information is essential for infrastructure development and environmental protection in urban settings. While the market shows strong potential, certain challenges persist. High initial investment costs associated with acquiring advanced equipment and software can pose a barrier to entry for smaller businesses. Furthermore, data accuracy and standardization remain crucial concerns, requiring robust quality control measures and data validation processes. The diverse regulatory landscapes across different regions also create complexities for market players. Despite these challenges, the long-term outlook for the soil mapping service market remains positive, with continuous technological advancements and growing awareness of the importance of soil health driving market expansion across various segments, including urban planning, agriculture, and environmental protection. The market is expected to witness significant growth in regions with rapidly expanding agricultural sectors and increasing urbanization, such as Asia-Pacific and North America. The segmentation by application (urban planning, agriculture, environmental protection) and soil properties (texture, nutrients, moisture, pH) offers opportunities for specialized service providers to cater to niche market demands.

What is NAIP?The National Agriculture Imagery Program (NAIP) acquires aerial imagery during the agricultural growing seasons in the contiguous U.S. A primary goal of the NAIP program is to make digital ortho photography available to governmental agencies and the public within a year of acquisition.NAIP is administered by the USDA's Farm Production and Conservation Business Center through the Aerial Photography Field Office in Salt Lake City. The APFO as of August 16, 2020 has transitioned to the USDA FPAC-BC's Geospatial Enterprise Operations Branch (GEO). This "leaf-on" imagery is used as a base layer for GIS programs in FSA's County Service Centers, and is used to maintain the Common Land Unit (CLU) boundaries.How can I Access NAIP?On the web GEO (APFO) public image services can be accessed through the REST endpoint here. Compressed County Mosaics (CCMs) are available to the general public through the USDA Geospatial Data Gateway. All years of available imagery may be downloaded as 1/2, 1, or 2 meter CCMs depending on the original spatial resolution. CCMs with a file size larger than 8 GB are not able to be downloaded from the Gateway. Full resolution 4 band quarter quads (DOQQs) are available for purchase from FPAC GEO. Contact the GEO Customer Service Section for information on pricing for DOQQs and how to obtain CCMs larger than 8 GB. A NAIP image service is also available on ArcGIS Online through an organizational subscription.How can NAIP be used?NAIP is used by many non-FSA public and private sector customers for a wide variety of projects. A detailed study is available in the Qualitative and Quantitative Synopsis on NAIP Usage from 2004 -2008: Click here for a list of NAIP Information and Distribution Nodes.When is NAIP acquired?NAIP projects are contracted each year based upon available funding and the FSA imagery acquisition cycle. Beginning in 2003, NAIP was acquired on a 5-year cycle. 2008 was a transition year, a three-year cycle began in 2009, NAIP was on a two-year cycle until 2016, currently NAIP is on a 3 year refresh cycle. Click here >> for an interactive PDF status map of NAIP acquisitions from 2002 - 2018. 2021 acquisition status dashboard is available here.What are NAIP Specifications?NAIP imagery is currently acquired at 60cm ground sample distance (GSD) with a horizontal accuracy that matches within four meters of photo-identifiable ground control points.The default spectral resolution beginning in 2010 is four bands: Red, Green, Blue and Near Infrared.Contractually, every attempt will be made to comply with the specification of no more than 10% cloud cover per quarter quad tile, weather conditions permitting.All imagery is inspected for horizontal accuracy and tonal quality. Make Comments/Observations about current NAIP imagery.If you use NAIP imagery and have comments or find a problem with the imagery please use the NAIP Imagery Feedback Map to let us know what you find or how you are using NAIP imagery. Click here to access the map.**The documentation below is in reference to this items placement in the NM Supply Chain Data Hub. The documentation is of use to understanding the source of this item, and how to reproduce it for updates**Title: National Agriculture Imagery Program (NAIP) History 2002-2021Item Type: Web Mapping Application URL Summary: Story map depicting the highlights and changes throughout the National Agriculture Imagery Program (NAIP) from 2002-2021.Notes: Prepared by: Uploaded by EMcRae_NMCDCSource: URL referencing this original map product: https://nmcdc.maps.arcgis.com/home/item.html?id=445e3dfd16c4401f95f78ad5905a4cceFeature Service: https://nmcdc.maps.arcgis.com/home/item.html?id=8eb6c5e7adc54ec889dd6fc9cc2c14c4UID: 26Data Requested: Ag CensusMethod of Acquisition: Living AtlasDate Acquired: May 2022Priority rank as Identified in 2022 (scale of 1 being the highest priority, to 11 being the lowest priority): 8Tags: PENDING