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Advanced Digital Agriculture Mapping Tools Market Size, Share & Trends Analysis Distribution by Component (Services, Hardware, and Software), Type (Satellite-Based Mapping Tools, Web-Based GIS Platforms, Ground-Based Mapping Devices, Drone-Based Mapping Tools, and Mobile-Based Mapping Applications), Farm Size (Small Farms, Medium Farms, and Large Farms), Application, Deployment Mode, Technology, End-use, and Segment Forecasts, 2025-2034

Report Id: 3168 Pages: 180 Published: 28 August 2025 Format: PDF / PPT / Excel / Power BI
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Advanced Digital Agriculture Mapping Tools Market Size is valued at US$ 15.7 Bn in 2024 and is predicted to reach US$ 58.5 Bn by the year 2034 at an 14.6% CAGR during the forecast period for 2025-2034.

Advanced Digital Agriculture Mapping Tools Market info

Advanced digital agriculture mapping solutions utilize state-of-the-art technologies such as satellite imaging, drones, IoT sensors, and AI to generate comprehensive, real-time farm maps. These instruments assess soil vitality, crop status, and meteorological trends, allowing farmers to enhance irrigation, fertilization, and pest management with precise accuracy. Through the integration of GPS-guided machinery and predictive analytics, they enhance yields, reduce expenses, and foster sustainable agriculture. Prominent technologies such as John Deere Operations Centre and Climate FieldView transform field data into meaningful insights, hence changing precision agriculture.

The market responds to the accuracy and sustainability needs of modern farming by offering real-time insights through data from satellites, drones, and the ground. The advanced digital agriculture mapping tools market expansion is being aided by the increasing use of digital agriculture technologies, which are meant to enhance crop management, irrigation scheduling, and input-use efficiency.

The advanced digital agriculture mapping tools market also exhibits significant development potential due to the use of IoT-enabled ground sensors and the proliferation of cloud-based mapping platforms. Accurate digital mapping will become increasingly necessary as governments encourage climate-smart and sustainable farming methods. Furthermore, real-time data analysis is made possible by advancements in geographic information systems (GIS) & satellite images, empowering agricultural stakeholders to make well-informed decisions. Thus, the advanced digital agriculture mapping tools market grows as more farmers use these instruments as technology develops.

Competitive Landscape

Some of the Key Players in the Advanced Digital Agriculture Mapping Tools Market:

  • Bayer (Climate LLC)
  • CNH Industrial
  • Topcon Agriculture
  • John Deere
  • Trimble Inc.
  • AGCO
  • PrecisionHawk
  • Hummingbird Technologies
  • Solinftec
  • DeLaval
  • AG Leader Technology
  • Raven Industries
  • Descartes Labs
  • Corteva Agriscience
  • Yara International
  • SST Software
  • Taranis
  • BASF Digital Farming
  • The Climate Corporation
  • OneSoil

Market Segmentation:

The advanced digital agriculture mapping tools market is segmented by component, type, farm size, application, deployment mode, technology, and end-use. According to the component, the market is segmented into services, hardware, and software. By type, the market is segmented into satellite-based mapping tools, web-based gis platforms, ground-based mapping devices, drone-based mapping tools, and mobile-based mapping applications. As per the farm size, the market is segmented into small farms, medium farms, and large farms. By application, the market is segmented into pest and disease detection, soil health monitoring, yield estimation, irrigation planning, crop scouting, and field boundary mapping. The deployment mode segment includes on-premises and cloud-based. By technology, the market is segmented into LiDAR, GPS/GNSS, remote sensing, artificial intelligence and machine learning, and geographic information systems (GIS). By end-use, the market is segmented into agri-tech companies, farmers, agronomists, research institutions, and government agencies.

By Type, the Satellite-Based Mapping Tools Segment is Expected to Drive the Advanced Digital Agriculture Mapping Tools Market

The advanced digital agriculture mapping tools market was dominated by the satellite-based mapping tools category in 2024 because of their effectiveness in covering large agricultural areas. High-resolution, multispectral photography is supported by these instruments, which aid in tracking crop development throughout the season, evaluating drought conditions, and monitoring the health of plants. Furthermore, the commercial agricultural zones are adopting satellites more widely as a result of advancements in satellite frequency and image resolution that allow customers to obtain insights in almost real-time.

The Soil Health Monitoring Segment by Application is Growing at the Highest Rate in the Advanced Digital Agriculture Mapping Tools Market

Since microbial variety and nutrient balance are essential for sustainable harvests, soil health monitoring remains a key area of focus. Through the use of digital mapping tools,maximizelders mutilization soil variability among plots, maximize input utilization, and stop degradation. Technologies like spectrum analysis and electro-conductivity mapping are essential for monifertilizations in soil quality. In addition to enhancing fertilization tactics, accurate soil maps also help ensure land use regulations are followed.

Regionally, North America Led the Advanced Digital Agriculture Mapping Tools Market

The early adoption of cutting-edge agricultural technologies, robust infrastructure, and rising investment in precision farming methods are all contributing to the growth of the North American advanced digital agriculture mapping tools market. The market has grown significantly as a result of North America's well-established agribusiness and the extensive use of IoT, AI, and big data analytics in agricultural mapping technology. Additionally, the region's digital transformation has been further fueled by government policies and subsidies that favour digital agriculture mapping tools, as well as the presence of top market industries.

The market for advanced digital agricultural mapping tools is expanding very fast in the Asia Pacific area due to factors such as the rise in agritech companies, rising food demand, and rising awareness of smart farming methods in countries.

Advanced Digital Agriculture Mapping Tools Market Report Scope

Report Attribute

Specifications

Market Size Value In 2024

USD 15.7 Bn

Revenue Forecast In 2034

USD 58.5 Bn

Growth Rate CAGR

CAGR of 14.6% from 2025 to 2034

Quantitative Units

Representation of revenue in US$ Bn and CAGR from 2025 to 2034

Historic Year

2021 to 2024

Forecast Year

2025-2034

Report Coverage

The forecast of revenue, the position of the company, the competitive market structure, growth prospects, and trends

Segments Covered

By Component, By Type, By Farm Size, By Application, By Deployment Mode, By Technology, By End-use

Regional Scope

North America; Europe; Asia Pacific; Latin America; Middle East & Africa

Country Scope

U.S.; Canada; Germany; The UK; France; Italy; Spain; Rest of Europe; China; Japan; India; South Korea; Southeast Asia; Rest of Asia Pacific; Brazil; Argentina; Mexico; Rest of Latin America; GCC Countries; South Africa; Rest of the Middle East and Africa

Competitive Landscape

Bayer (Climate LLC), CNH Industrial, Topcon Agriculture, John Deere, Trimble Inc., AGCO, PrecisionHawk, Hummingbird Technologies, Solinftec, DeLaval, AG Leader Technology, Raven Industries, Descartes Labs, Corteva Agriscience, Yara International, SST Software, Taranis, BASF Digital Farming, The Climate Corporation, and OneSoil

Customization Scope

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Pricing and Available Payment Methods

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Chapter 1.    Methodology and Scope

1.1.    Research Methodology
1.2.    Research Scope & Assumptions

Chapter 2.    Executive Summary

Chapter 3.    Global Advanced Digital Agriculture Mapping Tools Market Snapshot

Chapter 4.    Global Advanced Digital Agriculture Mapping Tools Market Variables, Trends & Scope

4.1.    Market Segmentation & Scope
4.2.    Drivers
4.3.    Challenges
4.4.    Trends 
4.5.    Investment and Funding Analysis 
4.6.    Porter's Five Forces Analysis
4.7.    Incremental Opportunity Analysis (US$ MN), 2025-2034 
4.8.    Competitive Landscape & Market Share Analysis, By Key Player (2024)
4.9.    Use/impact of AI on Advanced Digital Agriculture Mapping Tools Market Industry Trends 
4.10.    Global Advanced Digital Agriculture Mapping Tools Market Penetration & Growth Prospect Mapping (US$ Mn), 2024-2034

Chapter 5.    Advanced Digital Agriculture Mapping Tools Market Segmentation 1: By Type, Estimates & Trend Analysis

5.1.    Market Share by Type, 2024 & 2034
5.2.    Market Size Revenue (US$ Million) & Forecasts and Trend Analyses, 2021 to 2034 for the following Type:

5.2.1.    Satellite-Based Mapping Tools
5.2.2.    Drone-Based Mapping Tools
5.2.3.    Ground-Based Mapping Devices
5.2.4.    Mobile-Based Mapping Applications
5.2.5.    Web-Based GIS Platforms

Chapter 6.    Advanced Digital Agriculture Mapping Tools Market Segmentation 2: By End-User, Estimates & Trend Analysis

6.1.    Market Share by End-User, 2024 & 2034
6.2.    Market Size Revenue (US$ Million) & Forecasts and Trend Analyses, 2021 to 2034 for the following End-User:

6.2.1.    Farmers
6.2.2.    Agronomists
6.2.3.    Agri-Tech Companies
6.2.4.    Government Agencies
6.2.5.    Research Institutions

Chapter 7.    Advanced Digital Agriculture Mapping Tools Market Segmentation 3: By Application, Estimates & Trend Analysis

7.1.    Market Share by Application, 2024 & 2034
7.2.    Market Size Revenue (US$ Million) & Forecasts and Trend Analyses, 2021 to 2034 for the following Application:

7.2.1.    Soil Health Monitoring
7.2.2.    Crop Scouting
7.2.3.    Field Boundary Mapping
7.2.4.    Irrigation Planning
7.2.5.    Yield Estimation
7.2.6.    Pest and Disease Detection

Chapter 8.    Advanced Digital Agriculture Mapping Tools Market Segmentation 4: By Farm Size, Estimates & Trend Analysis

8.1.    Market Share by Farm Size, 2024 & 2034
8.2.    Market Size Revenue (US$ Million) & Forecasts and Trend Analyses, 2021 to 2034 for the following Farm Size:

8.2.1.    Small Farms
8.2.2.    Medium Farms
8.2.3.    Large Farms

Chapter 9.    Advanced Digital Agriculture Mapping Tools Market Segmentation 5: By Component, Estimates & Trend Analysis

9.1.    Market Share by Component, 2024 & 2034
9.2.    Market Size Revenue (US$ Million) & Forecasts and Trend Analyses, 2021 to 2034 for the following Component:

9.2.1.    Hardware
9.2.2.    Software
9.2.3.    Services

Chapter 10.    Advanced Digital Agriculture Mapping Tools Market Segmentation 6: By Deployment Mode, Estimates & Trend Analysis

10.1.    Market Share by Deployment Mode, 2024 & 2034
10.2.    Market Size Revenue (US$ Million) & Forecasts and Trend Analyses, 2021 to 2034 for the following Deployment Mode:

10.2.1.    Cloud-Based
10.2.2.    On-Premise

Chapter 11.    Advanced Digital Agriculture Mapping Tools Market Segmentation 7: By Technology, Estimates & Trend Analysis

11.1.    Market Share by Technology, 2024 & 2034
11.2.    Market Size Revenue (US$ Million) & Forecasts and Trend Analyses, 2021 to 2034 for the following Technology:

11.2.1.    GPS/GNSS
11.2.2.    Remote Sensing
11.2.3.    Geographic Information Systems (GIS)
11.2.4.    LiDAR
11.2.5.    Artificial Intelligence and Machine Learning

Chapter 12.    Advanced Digital Agriculture Mapping Tools Market Segmentation 8: Regional Estimates & Trend Analysis

12.1.    Global Advanced Digital Agriculture Mapping Tools Market, Regional Snapshot 2024 & 2034

12.2.    North America

12.2.1.    North America Advanced Digital Agriculture Mapping Tools Market Revenue (US$ Million) Estimates and Forecasts by Country, 2021-2034

12.2.1.1.    US
12.2.1.2.    Canada

12.2.2.    North America Advanced Digital Agriculture Mapping Tools Market Revenue (US$ Million) Estimates and Forecasts by Type, 2021-2034
12.2.3.    North America Advanced Digital Agriculture Mapping Tools Market Revenue (US$ Million) Estimates and Forecasts by End-User, 2021-2034
12.2.4.    North America Advanced Digital Agriculture Mapping Tools Market Revenue (US$ Million) Estimates and Forecasts by Application, 2021-2034
12.2.5.    North America Advanced Digital Agriculture Mapping Tools Market Revenue (US$ Million) Estimates and Forecasts by Farm Size, 2021-2034
12.2.6.    North America Advanced Digital Agriculture Mapping Tools Market Revenue (US$ Million) Estimates and Forecasts by Component, 2021-2034
12.2.7.    North America Advanced Digital Agriculture Mapping Tools Market Revenue (US$ Million) Estimates and Forecasts by Deployment Mode, 2021-2034
12.2.8.    North America Advanced Digital Agriculture Mapping Tools Market Revenue (US$ Million) Estimates and Forecasts by Technology, 2021-2034

12.3.    Europe

12.3.1.    Europe Advanced Digital Agriculture Mapping Tools Market Revenue (US$ Million) Estimates and Forecasts by Country, 2021-2034

12.3.1.1.    Germany
12.3.1.2.    U.K.
12.3.1.3.    France
12.3.1.4.    Italy
12.3.1.5.    Spain
12.3.1.6.    Rest of Europe

12.3.2.    Europe Advanced Digital Agriculture Mapping Tools Market Revenue (US$ Million) Estimates and Forecasts by Type, 2021-2034
12.3.3.    Europe Advanced Digital Agriculture Mapping Tools Market Revenue (US$ Million) Estimates and Forecasts by End-User, 2021-2034
12.3.4.    Europe Advanced Digital Agriculture Mapping Tools Market Revenue (US$ Million) Estimates and Forecasts by Application, 2021-2034
12.3.5.    Europe Advanced Digital Agriculture Mapping Tools Market Revenue (US$ Million) Estimates and Forecasts by Farm Size, 2021-2034
12.3.6.    Europe Advanced Digital Agriculture Mapping Tools Market Revenue (US$ Million) Estimates and Forecasts by Component, 2021-2034
12.3.7.    Europe Advanced Digital Agriculture Mapping Tools Market Revenue (US$ Million) Estimates and Forecasts by Deployment Mode, 2021-2034
12.3.8.    Europe Advanced Digital Agriculture Mapping Tools Market Revenue (US$ Million) Estimates and Forecasts by Technology, 2021-2034

12.4.    Asia Pacific

12.4.1.    Asia Pacific Advanced Digital Agriculture Mapping Tools Market Revenue (US$ Million) Estimates and Forecasts by Country, 2021-2034

12.4.1.1.    India 
12.4.1.2.    China
12.4.1.3.    Japan
12.4.1.4.    Australia
12.4.1.5.    South Korea
12.4.1.6.    Hong Kong
12.4.1.7.    Southeast Asia
12.4.1.8.    Rest of Asia Pacific

12.4.2.    Asia Pacific Advanced Digital Agriculture Mapping Tools Market Revenue (US$ Million) Estimates and Forecasts by Type, 2021-2034
12.4.3.    Asia Pacific Advanced Digital Agriculture Mapping Tools Market Revenue (US$ Million) Estimates and Forecasts by End-User, 2021-2034
12.4.4.    Asia Pacific Advanced Digital Agriculture Mapping Tools Market Revenue (US$ Million) Estimates and Forecasts by Application, 2021-2034
12.4.5.    Asia Pacific Advanced Digital Agriculture Mapping Tools Market Revenue (US$ Million) Estimates and Forecasts by Farm Size, 2021-2034
12.4.6.    Asia Pacific Advanced Digital Agriculture Mapping Tools Market Revenue (US$ Million) Estimates and Forecasts by Component, 2021-2034
12.4.7.    Asia Pacific Advanced Digital Agriculture Mapping Tools Market Revenue (US$ Million) Estimates and Forecasts by Deployment Mode, 2021-2034
12.4.8.    Asia Pacific Advanced Digital Agriculture Mapping Tools Market Revenue (US$ Million) Estimates and Forecasts by Technology, 2021-2034

12.5.    Latin America

12.5.1.    Latin America Advanced Digital Agriculture Mapping Tools Market Revenue (US$ Million) Estimates and Forecasts by Country, 2021-2034

12.5.1.1.    Brazil
12.5.1.2.    Mexico
12.5.1.3.    Rest of Latin America

12.5.2.    Latin America Advanced Digital Agriculture Mapping Tools Market Revenue (US$ Million) Estimates and Forecasts by Type, 2021-2034
12.5.3.    Latin America Advanced Digital Agriculture Mapping Tools Market Revenue (US$ Million) Estimates and Forecasts by End-User, 2021-2034
12.5.4.    Latin America Advanced Digital Agriculture Mapping Tools Market Revenue (US$ Million) Estimates and Forecasts by Application, 2021-2034
12.5.5.    Latin America Advanced Digital Agriculture Mapping Tools Market Revenue (US$ Million) Estimates and Forecasts by Farm Size, 2021-2034
12.5.6.    Latin America Advanced Digital Agriculture Mapping Tools Market Revenue (US$ Million) Estimates and Forecasts by Component, 2021-2034
12.5.7.    Latin America Advanced Digital Agriculture Mapping Tools Market Revenue (US$ Million) Estimates and Forecasts by Deployment Mode, 2021-2034
12.5.8.    Latin America Advanced Digital Agriculture Mapping Tools Market Revenue (US$ Million) Estimates and Forecasts by Technology, 2021-2034

12.6.    Middle East & Africa 

12.6.1.    Middle East & Africa Wind Turbine Rotor Blade Market Revenue (US$ Million) Estimates and Forecasts by country, 2021-2034

12.6.1.1.    GCC Countries
12.6.1.2.    Israel
12.6.1.3.    South Africa
12.6.1.4.    Rest of Middle East and Africa

12.6.2.    Middle East & Africa Advanced Digital Agriculture Mapping Tools Market Revenue (US$ Million) Estimates and Forecasts by Type, 2021-2034
12.6.3.    Middle East & Africa Advanced Digital Agriculture Mapping Tools Market Revenue (US$ Million) Estimates and Forecasts by End-User, 2021-2034
12.6.4.    Middle East & Africa Advanced Digital Agriculture Mapping Tools Market Revenue (US$ Million) Estimates and Forecasts by Application, 2021-2034
12.6.5.    Middle East & Africa Advanced Digital Agriculture Mapping Tools Market Revenue (US$ Million) Estimates and Forecasts by Farm Size, 2021-2034
12.6.6.    Middle East & Africa Advanced Digital Agriculture Mapping Tools Market Revenue (US$ Million) Estimates and Forecasts by Component, 2021-2034
12.6.7.    Middle East & Africa Advanced Digital Agriculture Mapping Tools Market Revenue (US$ Million) Estimates and Forecasts by Deployment Mode, 2021-2034
12.6.8.    Middle East & Africa Advanced Digital Agriculture Mapping Tools Market Revenue (US$ Million) Estimates and Forecasts by Technology, 2021-2034

Chapter 13.    Competitive Landscape

13.1.    Major Mergers and Acquisitions/Strategic Alliances
13.2.    Company Profiles

13.2.1.    John Deere
13.2.1.1.    Business Overview
13.2.1.2.    Key Type/Service Overview
13.2.1.3.    Financial Performance
13.2.1.4.    Geographical Presence
13.2.1.5.    Recent Developments with Business Strategy
13.2.2.    Trimble Inc.
13.2.3.    AGCO
13.2.4.    Bayer (Climate LLC)
13.2.5.    CNH Industrial
13.2.6.    Topcon Agriculture
13.2.7.    AG Leader Technology
13.2.8.    Raven Industries
13.2.9.    PrecisionHawk
13.2.10.    Descartes Labs
13.2.11.    Corteva Agriscience
13.2.12.    Yara International
13.2.13.    BASF Digital Farming
13.2.14.    The Climate Corporation
13.2.15.    Hummingbird Technologies
13.2.16.    Solinftec
13.2.17.    DeLaval
13.2.18.    SST Software
13.2.19.    Taranis
13.2.20.    OneSoil

Segmentation of Advanced Digital Agriculture Mapping Tools Market -

Advanced Digital Agriculture Mapping Tools Market by Component-

·       Services

·       Hardware

·       Software

Advanced Digital Agriculture Mapping Tools Market segment

Advanced Digital Agriculture Mapping Tools Market by Type -

·       Satellite-Based Mapping Tools

·       Web-Based GIS Platforms

·       Ground-Based Mapping Devices

·       Drone-Based Mapping Tools

·       Mobile-Based Mapping Applications

Advanced Digital Agriculture Mapping Tools Market by Farm Size-

·       Small Farms

·       Medium Farms

·       Large Farms

Advanced Digital Agriculture Mapping Tools Market by Application-

·       Pest and Disease Detection

·       Soil Health Monitoring

·       Yield Estimation

·       Irrigation Planning

·       Crop Scouting

·       Field Boundary Mapping

Advanced Digital Agriculture Mapping Tools Market by Deployment Mode-

·       On-Premise

·       Cloud-Based

Advanced Digital Agriculture Mapping Tools Market by Technology-

·       LiDAR

·       GPS/GNSS

·       Remote Sensing

·       Artificial Intelligence and Machine Learning

·       Geographic Information Systems (GIS)

Advanced Digital Agriculture Mapping Tools Market by End-use-

·       Agri-Tech Companies

·       Farmers

·       Agronomists

·       Research Institutions

·       Government Agencies

Advanced Digital Agriculture Mapping Tools Market by Region-

North America-

·       The US

·       Canada

Europe-

·       Germany

·       The UK

·       France

·       Italy

·       Spain

·       Rest of Europe

Asia-Pacific-

·       China

·       Japan

·       India

·       South Korea

·       Southeast Asia

·       Rest of Asia Pacific

Latin America-

·       Brazil

·       Argentina

·       Mexico

·       Rest of Latin America

 Middle East & Africa-

·       GCC Countries

·       South Africa

·       Rest of the Middle East and Africa

InsightAce Analytic follows a standard and comprehensive market research methodology focused on offering the most accurate and precise market insights. The methods followed for all our market research studies include three significant steps – primary research, secondary research, and data modeling and analysis - to derive the current market size and forecast it over the forecast period. In this study, these three steps were used iteratively to generate valid data points (minimum deviation), which were cross-validated through multiple approaches mentioned below in the data modeling section.

Through secondary research methods, information on the market under study, its peer, and the parent market was collected. This information was then entered into data models. The resulted data points and insights were then validated by primary participants.

Based on additional insights from these primary participants, more directional efforts were put into doing secondary research and optimize data models. This process was repeated till all data models used in the study produced similar results (with minimum deviation). This way, this iterative process was able to generate the most accurate market numbers and qualitative insights.

Secondary research

The secondary research sources that are typically mentioned to include, but are not limited to:

  • Company websites, financial reports, annual reports, investor presentations, broker reports, and SEC filings.
  • External and internal proprietary databases, regulatory databases, and relevant patent analysis
  • Statistical databases, National government documents, and market reports
  • Press releases, news articles, and webcasts specific to the companies operating in the market

The paid sources for secondary research like Factiva, OneSource, Hoovers, and Statista

Primary Research:

Primary research involves telephonic interviews, e-mail interactions, as well as face-to-face interviews for each market, category, segment, and subsegment across geographies

The contributors who typically take part in such a course include, but are not limited to: 

  • Industry participants: CEOs, CBO, CMO, VPs, marketing/ type managers, corporate strategy managers, and national sales managers, technical personnel, purchasing managers, resellers, and distributors.
  • Outside experts: Valuation experts, Investment bankers, research analysts specializing in specific markets
  • Key opinion leaders (KOLs) specializing in unique areas corresponding to various industry verticals
  • End-users: Vary mainly depending upon the market

Data Modeling and Analysis:

In the iterative process (mentioned above), data models received inputs from primary as well as secondary sources. But analysts working on these models were the key. They used their extensive knowledge and experience about industry and topic to make changes and fine-tuning these models as per the product/service under study.

The standard data models used while studying this market were the top-down and bottom-up approaches and the company shares analysis model. However, other methods were also used along with these – which were specific to the industry and product/service under study.

To know more about the research methodology used for this study, kindly contact us/click here.

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Frequently Asked Questions

The Advanced Digital Agriculture Mapping Tools Market Size is valued at US$ 15.7 Bn in 2024 and is predicted to reach US$ 58.5 Bn by the year 2034 at an 14.6% CAGR over the forecast period.

The major players in the Advanced Digital Agriculture Mapping Tools market are Bayer (Climate LLC), CNH Industrial, Topcon Agriculture, John Deere, Trimble Inc., AGCO, PrecisionHawk, Hummingbird Technologies, Solinftec, DeLaval, AG Leader Technology, Raven Industries, Descartes Labs, Corteva Agriscience, Yara International, SST Software, Taranis, BASF Digital Farming, The Climate Corporation, and OneSoil.

The primary Advanced Digital Agriculture Mapping Tools market segments are Component, Type, Farm Size, Application, Deployment Mode, Technology, and End-use.

North America leads the market for Advanced Digital Agriculture Mapping Tools due to increased investment in precise farming techniques, strong infrastructure, and the early adoption of cutting-edge agricultural technologies.