North America Digital Farming Software Market, By Component (Software and Services), Technology (Remote Sensing, Guidance Technology, Variable Rate Technology, Machine Learning, Wireless Connectivity and Others), Application (Drone Analytics, Precision Farming, Agriculture Robots, Livestock Monitoring, Greenhouse Management, Supply Chain Management, Financial Management and Others), Country (U.S., Canada, and Mexico) Industry Trends and Forecast to 2028
Market Analysis and Insights: North America Digital Farming Software Market
The digital farming software market is expected to gain market growth in the forecast period of 2021 to 2028. Data Bridge Market Research analyses that the market is growing with a CAGR of 12.7% in the forecast period of 2021 to 2028 and expected to reach USD 4,517.29 million by 2028. Increasing demand for digital farming software is acting as major factor for the growth of the digital farming software market.
Digital farming software is the programmed tools which are developed to optimize and manage farm operations and production activities. The software helps to automate various farm activities such as record management, data storage, and monitoring and streamline production activities. Digital farming software maximize yield and revenue related to crops and others using data-driven insights.
Implementing digital farming software makes daily farming operations more efficient. Also, farmers can lower the cost and can focus on quality production which is increasing the utilization and adoption of digital farming software and acts as a driving factor for the growth of the digital farming software market. There is low adoption rate of digital farming software across some areas due to lack of knowledge about the benefits and trust issues which hinders the growth and acts as a restraining factor for the digital farming software market. Internet of things has the potential to transform agriculture in the coming future. IoT-driven agriculture are paving the way to deliver a more productive and sustainable form of agricultural production which is an opportunity for the growth of the digital farming software market. It has been observed that farmers feel insecure to share their internal farm data with companies for availing the benefits of digital farming software which acts as a challenge for the digital farming software market growth.
This digital farming software market report provides details of market share, new developments, and product pipeline analysis, impact of domestic and localised market players, analyses opportunities in terms of emerging revenue pockets, changes in market regulations, product approvals, strategic decisions, product launches, geographic expansions, and technological innovations in the market. To understand the analysis and the market scenario contact us for an Analyst Brief, our team will help you create a revenue impact solution to achieve your desired goal.
North America Digital Farming Software Market Scope and Market Size
The digital farming software market is segmented on the basis of component, technology and application. The growth among segments helps you analyse niche pockets of growth and strategies to approach the market and determine your core application areas and the difference in your target markets.
- On the basis of component, the digital farming software market is segmented into software and services. In 2021, software segment held larger share in the market owing to factors such as increasing agriculture productivity, growing demand for real-time data management, surging adoption of advance agriculture techniques, vast implementation of precision farming software, focus toward maximum yield production, gathering necessary information about weather conditions and others.
- On the basis of technology, the digital farming software market has been segmented into remote sensing technology, guidance technology, variable rate technology, machine learning, wireless connectivity and others. In 2021, remote sensing segment held the largest share in the market as it supports in detection of crop water stress, classification of crop species, monitoring of weeds and crop diseases and mapping of crop yield.
- On the basis of application, the digital farming software market has been segmented into drone analytics, precision farming, agriculture robots, livestock monitoring, greenhouse management, supply chain management, financial management and others. In 2021, precision farming segment held the largest share in the market mainly due to the factors such as farmers’ inclination toward making better food produce and fetch good price, need for improvisation in yield and optimum utilization of available scarce resources.
Digital Farming Software Market Country Level Analysis
The digital farming software market is analysed and market size information is provided by the country, component, technology and application as referenced above.
The countries covered in digital farming software market report are the U.S., Canada, and Mexico
The U.S. dominates the digital farming software market owing to the presence of large number of digital farming software providers, rapid adoption of next-generation farming technologies, and increasing focus toward high quality agriculture products.
The country section of the report also provides individual market impacting factors and changes in regulation in the market domestically that impacts the current and future trends of the market. Data points such as new sales, replacement sales, country demographics, regulatory acts and import-export tariffs are some of the major pointers used to forecast the market scenario for individual countries. Also, presence and availability of North America brands and their challenges faced due to large or scarce competition from local and domestic brands, impact of sales channels are considered while providing forecast analysis of the country data.
Expanding demand for high bandwidth communication
The digital farming software market also provides you with detailed market analysis for every country growth in industry with sales, components sales, impact of technological development in digital farming software and changes in regulatory scenarios with their support for the digital farming software market. The data is available for historic period 2010 to 2019.
Competitive Landscape and Digital Farming Software Market Share Analysis
Digital farming software market competitive landscape provides details by competitor. Details included are company overview, company financials, revenue generated, market potential, investment in research and development, new market initiatives, North America presence, production sites and facilities, company strengths and weaknesses, product launch, product trials pipelines, product approvals, patents, product width and breadth, application dominance, technology lifeline curve. The above data points provided are only related to the companies’ focus related to North America digital farming software market.
The major players covered in the report are Bayer AG, CropX inc., NETAFIM (A Subsidiary of Orbia), PrecisionHawk, Inc., EZ Lab srl, Ag Leader Technology, Accenture, Infosys Limited, Yara, Granular, Inc. (a subsidiary of Corteva), Trimble Inc., Farmer's Business Network, Inc., DJI, Pix4D SA, Farmers Edge Inc., BASF SE, Raven Industries, Inc., AGCO Corporation., DRAGONFLY IT, BayWa AG, Syngenta, AeroVironment, Inc., Deere & Company and Topcon among others. DBMR analysts understand competitive strengths and provide competitive analysis for each competitor separately.
Many product developments are also initiated by the companies worldwide which are also accelerating the growth of digital farming software market.
For instance,
- In February 2020, Granular, Inc. announced launch of Granular Insights which is an easy to use, free digital tool. Granular Insights delivers a clearer view of field-level profitability with close to zero effort. Granular Insights is the easiest way to start using the full suite of advanced digital tools. This has helped the company to enhance their offerings and to grow in the market
- In January 2021, Deere & Company is collaborating with four new AG start-up companies Nori, NVision Ag, Scanit and Teleo, whose technology could add value for John Deere customers. With this collaboration, the company will expand their product portfolio and their technologies.
Partnership, joint ventures and other strategies enhances the company market share with increased coverage and presence. It also provides the benefit for organisation to improve their offering for digital farming software through expanded range of size.
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Table of Content
1 INTRODUCTION
1.1 OBJECTIVES OF THE STUDY
1.2 MARKET DEFINITION
1.3 OVERVIEW OF NORTH AMERICA DIGITAL FARMING SOFTWARE MARKET
1.4 CURRENCY AND PRICING
1.5 LIMITATIONS
1.6 MARKETS COVERED
2 MARKET SEGMENTATION
2.1 MARKETS COVERED
2.2 GEOGRAPHICAL SCOPE
2.3 YEARS CONSIDERED FOR THE STUDY
2.4 DBMR TRIPOD DATA VALIDATION MODEL
2.5 PRIMARY INTERVIEWS WITH KEY OPINION LEADERS
2.6 DBMR MARKET POSITION GRID
2.7 VENDOR SHARE ANALYSIS
2.8 MULTIVARIATE MODELING
2.9 COMPONENT TIMELINE CURVE
2.1 MARKET APPLICATION COVERAGE GRID
2.11 SECONDARY SOURCES
2.12 ASSUMPTIONS
3 EXECUTIVE SUMMARY
4 PREMIUM INSIGHTS
5 MARKET OVERVIEW
5.1 DRIVERS
5.1.1 INCREASING ADOPTION OF DIGITAL FARMING SOFTWARE
5.1.2 INCREASING AWARENESS FOR WEATHER TRACKING & FORECASTING
5.1.3 GOVERNMENT’S INITIATIVES TO ADOPT MODERN AGRICULTURAL TECHNIQUES
5.1.4 INCREASING UTILIZATION OF SMART FARMING
5.1.5 GROWING ADOPTION OF ADVANCED TECHNOLOGY
5.2 RESTRAINTS
5.2.1 LACK OF ADOPTION RATE
5.2.2 HIGH INITIAL CAPITAL INVESTMENT
5.2.3 LACK OF AWARENESS REGARDING DIGITAL FARMING
5.3 OPPORTUNITIES
5.3.1 EMERGENCE OF IOT IN AGRICULTURAL OPERATIONS
5.3.2 GROWING USAGE OF SMARTPHONES
5.3.3 EMERGENCE OF AGRICULTURE 4.0
5.3.4 RAPID DIGITALIZATION IN THE AGRICULTURAL SECTOR
5.4 CHALLENGES
5.4.1 DEARTH OF TECHNICAL EXPERTISE
5.4.2 LACK OF STANDARDIZATION
5.4.3 UNCERTAINTY TO SHARE INTERNAL FARM DATA WITH COMPANIES
6 COVID-19 IMPACT ON NORTH AMERICA DIGITAL FARMING SOFTWARE MARKET
6.1 ANALYSIS ON IMPACT OF COVID-19 ON THE MARKET
6.2 AFTERMATH OF COVID-19 AND GOVERNMENT INITIATIVE TO BOOST THE MARKET
6.3 STRATEGIC DECISIONS FOR MANUFACTURERS AFTER COVID-19 TO GAIN COMPETITIVE MARKET SHARE
6.4 IMPACT ON PRICE
6.5 IMPACT ON DEMAND
6.6 IMPACT ON SUPPLY CHAIN
6.7 CONCLUSION
7 NORTH AMERICA DIGITAL FARMING SOFTWARE MARKET, BY COMPONENT
7.1 OVERVIEW
7.2 SOFTWARE
7.2.1 CLOUD
7.2.2 LOCAL/WEB BASED
7.3 SERVICES
7.3.1 MANAGED SERVICES
7.3.1.1 FARM OPERATION SERVICES
7.3.1.2 DATA SERVICES
7.3.1.3 ANALYTICS SERVICES
7.3.2 PROFESSIONAL SERVICES
7.3.2.1 CONSULTING
7.3.2.2 DEPLOYMENT AND INTEGRATION
7.3.2.3 SUPPORT AND MAINTENANCE
8 NORTH AMERICA DIGITAL FARMING SOFTWARE MARKET, BY TECHNOLOGY
8.1 OVERVIEW
8.2 REMOTE SENSING
8.2.1 HANDHELD OR GROUND-BASED SENSING
8.2.2 SATELLITE OR AERIAL SENSING
8.3 GUIDANCE TECHNOLOGY
8.3.1 NORTH AMERICA POSITIONING SYSTEM (GPS)/ NORTH AMERICA SATELLITE NAVIGATION SYSTEM (GNSS)
8.3.2 NORTH AMERICA INFORMATION SYSTEM (GIS)
8.4 WIRELESS CONNECTIVITY
8.4.1 CELLULAR
8.4.2 BLUETOOTH
8.4.3 WI-FI
8.4.4 ZIGBEE
8.4.5 LORA
8.4.6 OTHERS
8.5 VARIABLE RATE TECHNOLOGY
8.5.1 MAP-BASED VRT
8.5.2 SENSOR-BASED VRT
8.6 MACHINE LEARNING
8.7 OTHERS
9 NORTH AMERICA DIGITAL FARMING SOFTWARE MARKET, BY APPLICATION
9.1 OVERVIEW
9.2 PRECISION FARMING
9.2.1 BY TYPE
9.2.1.1 Yield Monitoring
9.2.1.1.1 ON FARM
9.2.1.1.2 OFF FARM
9.2.1.2 field mapping
9.2.1.3 Crop and Soil Monitoring
9.2.1.4 Crop Scouting
9.2.1.5 Weather Tracking and Forecasting
9.2.1.6 irrigation management
9.2.1.7 OTHERS
9.2.2 BY TECHNOLOGY
9.2.2.1 remote sensing
9.2.2.2 guidance technology
9.2.2.3 variable rate technology
9.2.2.4 machine learning
9.2.2.5 wireless connectivity
9.2.2.6 others
9.3 LIVESTOCK MONITORING
9.3.1 BY TECHNOLOGY
9.3.1.1 remote sensing
9.3.1.2 guidance technology
9.3.1.3 variable rate technology
9.3.1.4 machine learning
9.3.1.5 wireless connectivity
9.3.1.6 OTHERS
9.4 GREENHOUSE MANAGEMENT
9.4.1 BY TECHNOLOGY
9.4.1.1 remote sensing
9.4.1.2 guidance technology
9.4.1.3 variable rate technology
9.4.1.4 machine learning
9.4.1.5 wireless connectivity
9.4.1.6 OTHERS
9.5 SUPPLY CHAIN MANAGEMENT
9.5.1 BY TECHNOLOGY
9.5.1.1 remote sensing
9.5.1.2 guidance technology
9.5.1.3 variable rate technology
9.5.1.4 machine learning
9.5.1.5 wireless connectivity
9.5.1.6 OTHERS
9.6 DRONE ANALYTICS
9.6.1 BY TECHNOLOGY
9.6.1.1 remote sensing
9.6.1.2 guidance technology
9.6.1.3 variable rate technology
9.6.1.4 machine learning
9.6.1.5 wireless connectivity
9.6.1.6 OTHERS
9.7 FINANCIAL MANAGEMENT
9.7.1 BY TECHNOLOGY
9.7.1.1 remote sensing
9.7.1.2 guidance technology
9.7.1.3 variable rate technology
9.7.1.4 machine learning
9.7.1.5 wireless connectivity
9.7.1.6 OTHERS
9.8 AGRICULTURE ROBOTS
9.8.1 BY TECHNOLOGY
9.8.1.1 remote sensing
9.8.1.2 guidance technology
9.8.1.3 variable rate technology
9.8.1.4 machine learning
9.8.1.5 wireless connectivity
9.8.1.6 OTHERS
9.9 OTHERS
10 NORTH AMERICA DIGITAL FARMING SOFTWARE MARKET, BY GEOGRAPHY
10.1 NORTH AMERICA
10.1.1 U.S.
10.1.2 CANADA
10.1.3 MEXICO
11 NORTH AMERICA DIGITAL FARMING SOFTWARE MARKET: COMPANY LANDSCAPE
11.1 COMPANY SHARE ANALYSIS: NORTH AMERICA
12 SWOT ANALYSIS
13 COMPANY SHARE ANALYSIS
13.1 BAYER AG
13.1.1 COMPANY SNAPSHOT
13.1.2 REVENUE ANALYSIS
13.1.3 COMPANY SHARE ANALYSIS
13.1.4 PRODUCT PORTFOLIO
13.1.5 RECENT DEVELOPMENTS
13.2 DEERE & COMPANY
13.2.1 COMPANY SNAPSHOT
13.2.2 REVENUE ANALYSIS
13.2.3 COMPANY SHARE ANALYSIS
13.2.4 PRODUCT PORTFOLIO
13.2.5 RECENT DEVELOPMENTS
13.3 SYNGENTA
13.3.1 COMPANY SNAPSHOT
13.3.2 COMPANY SHARE ANALYSIS
13.3.3 PRODUCT PORTFOLIO
13.3.4 RECENT DEVELOPMENTS
13.4 BASF SE
13.4.1 COMPANY SNAPSHOT
13.4.2 REVENUE ANALYSIS
13.4.3 COMPANY SHARE ANALYSIS
13.4.4 PRODUCT PORTFOLIO
13.4.5 RECENT DEVELOPMENTS
13.5 YARA
13.5.1 COMPANY SNAPSHOT
13.5.2 REVENUE ANALYSIS
13.5.3 COMPANY SHARE ANALYSIS
13.5.4 PRODUCT PORTFOLIO
13.5.5 RECENT DEVELOPMENTS
13.6 ACCENTURE
13.6.1 COMPANY SNAPSHOT
13.6.2 REVENUE ANALYSIS
13.6.3 COMPANY SHARE ANALYSIS
13.6.4 PRODUCT PORTFOLIO
13.6.5 RECENT DEVELOPMENTS
13.7 AEROVIRONMENT, INC.
13.7.1 COMPANY SNAPSHOT
13.7.2 REVENUE ANALYSIS
13.7.3 COMPANY SHARE ANALYSIS
13.7.4 PRODUCT PORTFOLIO
13.7.5 RECENT DEVELOPMENTS
13.8 AG LEADER TECHNOLOGY
13.8.1 COMPANY SNAPSHOT
13.8.2 PRODUCT PORTFOLIO
13.8.3 RECENT DEVELOPMENT
13.9 AGCO CORPORATION
13.9.1 COMPANY SNAPSHOT
13.9.2 REVENUE ANALYSIS
13.9.3 PRODUCT PORTFOLIO
13.9.4 RECENT DEVELOPMENTS
13.1 AGREMO
13.10.1 COMPANY SNAPSHOT
13.10.2 PRODUCT PORTFOLIO
13.10.3 RECENT DEVELOPMENT
13.11 BAYWA AG
13.11.1 COMPANY SNAPSHOT
13.11.2 REVENUE ANALYSIS
13.11.3 PRODUCT PORTFOLIO
13.11.4 RECENT DEVELOPMENTS
13.12 CROPX INC.
13.12.1 COMPANY SNAPSHOT
13.12.2 PRODUCT PORTFOLIO
13.12.3 RECENT DEVELOPMENTS
13.13 DJI
13.13.1 COMPANY SNAPSHOT
13.13.2 PRODUCT PORTFOLIO
13.13.3 RECENT DEVELOPMENT
13.14 DRAGONFLY IT
13.14.1 COMPANY SNAPSHOT
13.14.2 PRODUCT PORTFOLIO
13.14.3 RECENT DEVELOPMENT
13.15 EAGROOP, LDA
13.15.1 COMPANY SNAPSHOT
13.15.2 PRODUCT PORTFOLIO
13.15.3 RECENT DEVELOPMENT
13.16 EZ LAB SRL
13.16.1 COMPANY SNAPSHOT
13.16.2 PRODUCT PORTFOLIO
13.16.3 RECENT DEVELOPMENT
13.17 FARMER'S BUSINESS NETWORK, INC.
13.17.1 COMPANY SNAPSHOT
13.17.2 PRODUCT PORTFOLIO
13.17.3 RECENT DEVELOPMENT
13.18 FARMERS EDGE INC.
13.18.1 COMPANY SNAPSHOT
13.18.2 PRODUCT PORTFOLIO
13.18.3 RECENT DEVELOPMENTS
13.19 FARMFACTS GMBH
13.19.1 COMPANY SNAPSHOT
13.19.2 PRODUCT PORTFOLIO
13.19.3 RECENT DEVELOPMENT
13.2 FIELD MARGIN LTD.
13.20.1 COMPANY SNAPSHOT
13.20.2 PRODUCT PORTFOLIO
13.20.3 RECENT DEVELOPMENTS
13.21 GAMAYA
13.21.1 COMPANY SNAPSHOT
13.21.2 PRODUCT PORTFOLIO
13.21.3 RECENT DEVELOPMENTS
13.22 GRANULAR, INC. (A SUBSIDIARY OF CORTEVA)
13.22.1 COMPANY SNAPSHOT
13.22.2 REVENUE ANALYSIS
13.22.3 PRODUCT PORTFOLIO
13.22.4 RECENT DEVELOPMENTS
13.23 HEXAGON AGRICULTURE (A SUBSIDIARY OF HEXAGON)
13.23.1 COMPANY SNAPSHOT
13.23.2 REVENUE ANALYSIS
13.23.3 PRODUCT PORTFOLIO
13.23.4 RECENT DEVELOPMENTS
13.24 INFOSYS LIMITED
13.24.1 COMPANY SNAPSHOT
13.24.2 REVENUE ANALYSIS
13.24.3 PRODUCT PORTFOLIO
13.24.4 RECENT DEVELOPMENT
13.25 LUDA.FARM AB
13.25.1 COMPANY SNAPSHOT
13.25.2 PRODUCT PORTFOLIO
13.25.3 RECENT DEVELOPMENT
13.26 NETAFIM (A SUBSIDIARY OF ORBIA)
13.26.1 COMPANY SNAPSHOT
13.26.2 REVENUE ANALYSIS
13.26.3 PRODUCT PORTFOLIO
13.26.4 RECENT DEVELOPMENT
13.27 PIX4D SA
13.27.1 COMPANY SNAPSHOT
13.27.2 PRODUCT PORTFOLIO
13.27.3 RECENT DEVELOPMENT
13.28 PRECISIONHAWK, INC.
13.28.1 COMPANY SNAPSHOT
13.28.2 SOFTWARE PORTFOLIO
13.28.3 RECENT DEVELOPMENTS
13.29 RAVEN INDUSTRIES, INC.
13.29.1 COMPANY SNAPSHOT
13.29.2 REVENUE ANALYSIS
13.29.3 PRODUCT PORTFOLIO
13.29.4 RECENT DEVELOPMENTS
13.3 TOPCON
13.30.1 COMPANY SNAPSHOT
13.30.2 REVENUE ANALYSIS
13.30.3 PRODUCT PORTFOLIO
13.30.4 RECENT DEVELOPMENTS
13.31 TRIMBLE INC.
13.31.1 COMPANY SNAPSHOT
13.31.2 REVENUE ANALYSIS
13.31.3 SOLUTION PORTFOLIO
13.31.4 RECENT DEVELOPMENTS
14 QUESTIONNAIRE
15 RELATED REPORTS
List of Table
TABLE 1 NORTH AMERICA DIGITAL FARMING SOFTWARE MARKET, BY COMPONENT, MARKET FORECAST 2021-2028 (USD MILLION)
TABLE 2 NORTH AMERICA SOFTWARE IN DIGITAL FARMING SOFTWARE MARKET, BY REGION,2021-2028, (USD MILLION)
TABLE 3 NORTH AMERICA SOFTWARE IN DIGITAL FARMING SOFTWARE MARKET, BY TYPE, 2021-2028, (USD MILLION)
TABLE 4 NORTH AMERICA SERVICES IN DIGITAL FARMING SOFTWARE MARKET, BY REGION,2021-2028, (USD MILLION)
TABLE 5 NORTH AMERICA SERVICES IN DIGITAL FARMING SOFTWARE MARKET, BY TYPE,2021-2028, (USD MILLION)
TABLE 6 NORTH AMERICA MANAGED SERVICES IN DIGITAL FARMING SOFTWARE MARKET, BY TYPE,2021-2028, (USD MILLION)
TABLE 7 NORTH AMERICA PROFESSIONAL SERVICES IN DIGITAL FARMING SOFTWARE MARKET, BY TYPE,2021-2028, (USD MILLION)
TABLE 8 NORTH AMERICA DIGITAL FARMING SOFTWARE MARKET, BY TECHNOLOGY, MARKET FORECAST 2021-2028 (USD MILLION)
TABLE 9 NORTH AMERICA REMOTE SENSING IN DIGITAL FARMING SOFTWARE MARKET, BY REGION,2021-2028, (USD MILLION)
TABLE 10 NORTH AMERICA REMOTE SENSING IN DIGITAL FARMING SOFTWARE MARKET, BY TYPE,2021-2028, (USD MILLION)
TABLE 11 NORTH AMERICA GUIDANCE TECHNOLOGY IN DIGITAL FARMING SOFTWARE MARKET, BY REGION,2021-2028, (USD MILLION)
TABLE 12 NORTH AMERICA GUIDANCE TECHNOLOGY IN DIGITAL FARMING SOFTWARE MARKET, BY TYPE,2021-2028, (USD MILLION)
TABLE 13 NORTH AMERICA WIRELESS CONNECTIVITY IN DIGITAL FARMING SOFTWARE MARKET, BY REGION,2021-2028, (USD MILLION)
TABLE 14 NORTH AMERICA WIRELESS CONNECTIVITY IN DIGITAL FARMING SOFTWARE MARKET, BY TYPE,2021-2028, (USD MILLION)
TABLE 15 NORTH AMERICA VARIABLE RATE TECHNOLOGY IN DIGITAL FARMING SOFTWARE MARKET, BY REGION,2021-2028, (USD MILLION)
TABLE 16 NORTH AMERICA VARIABLE RATE TECHNOLOGY IN DIGITAL FARMING SOFTWARE MARKET, BY TYPE,2021-2028, (USD MILLION)
TABLE 17 NORTH AMERICA MACHINE LEARNING IN DIGITAL FARMING SOFTWARE MARKET, BY REGION,2021-2028, (USD MILLION)
TABLE 18 NORTH AMERICA OTHERS IN DIGITAL FARMING SOFTWARE MARKET, BY REGION,2021-2028, (USD MILLION)
TABLE 19 NORTH AMERICA DIGITAL FARMING SOFTWARE MARKET, BY APPLICATION, MARKET FORECAST 2021-2028 (USD MILLION)
TABLE 20 NORTH AMERICA PRECISION FARMING IN DIGITAL FARMING SOFTWARE MARKET, BY REGION,2021-2028, (USD MILLION)
TABLE 21 NORTH AMERICA PRECISION FARMING IN DIGITAL FARMING SOFTWARE MARKET, BY TYPE,2021-2028, (USD MILLION)
TABLE 22 NORTH AMERICA YIELD MONITORING IN DIGITAL FARMING SOFTWARE MARKET, BY TYPE,2021-2028, (USD MILLION)
TABLE 23 NORTH AMERICA PRECISION FARMING IN DIGITAL FARMING SOFTWARE MARKET, BY TECHNOLOGY,2021-2028, (USD MILLION)
TABLE 24 NORTH AMERICA LIVESTOCK MONITORING IN DIGITAL FARMING SOFTWARE MARKET, BY REGION,2021-2028, (USD MILLION)
TABLE 25 NORTH AMERICA LIVESTOCK MONITORING IN DIGITAL FARMING SOFTWARE MARKET, BY TECHNOLOGY,2021-2028, (USD MILLION)
TABLE 26 NORTH AMERICA GREENHOUSE MANAGEMENT IN DIGITAL FARMING SOFTWARE MARKET, BY REGION,2021-2028, (USD MILLION)
TABLE 27 NORTH AMERICA GREENHOUSE MANAGEMENT IN DIGITAL FARMING SOFTWARE MARKET, BY TECHNOLOGY,2021-2028, (USD MILLION)
TABLE 28 NORTH AMERICA SUPPLY CHAIN MANAGEMENT IN DIGITAL FARMING SOFTWARE MARKET, BY REGION,2021-2028, (USD MILLION)
TABLE 29 NORTH AMERICA SUPPLY CHAIN MANAGEMENT IN DIGITAL FARMING SOFTWARE MARKET, BY TECHNOLOGY,2021-2028, (USD MILLION)
TABLE 30 NORTH AMERICA DRONE ANALYTICS IN DIGITAL FARMING SOFTWARE MARKET, BY REGION,2021-2028, (USD MILLION)
TABLE 31 NORTH AMERICA DRONE ANALYTICS IN DIGITAL FARMING SOFTWARE MARKET, BY TECHNOLOGY,2021-2028, (USD MILLION)
TABLE 32 NORTH AMERICA FINANCIAL MANAGEMENT IN DIGITAL FARMING SOFTWARE MARKET, BY REGION,2021-2028, (USD MILLION)
TABLE 33 NORTH AMERICA FINANCIAL MANAGEMENT IN DIGITAL FARMING SOFTWARE MARKET, BY TECHNOLOGY,2021-2028, (USD MILLION)
TABLE 34 NORTH AMERICA AGRICULTURE ROBOTS IN DIGITAL FARMING SOFTWARE MARKET, BY REGION,2021-2028, (USD MILLION)
TABLE 35 NORTH AMERICA AGRICULTURE ROBOTS IN DIGITAL FARMING SOFTWARE MARKET, BY TECHNOLOGY,2021-2028, (USD MILLION)
TABLE 36 NORTH AMERICA OTHERS IN DIGITAL FARMING SOFTWARE MARKET, BY REGION,2021-2028, (USD MILLION)
TABLE 37 NORTH AMERICA DIGITAL FARMING SOFTWARE MARKET, BY COUNTRY, 2019-2028 (USD MILLION)
TABLE 38 NORTH AMERICA DIGITAL FARMING SOFTWARE MARKET, BY COMPONENT, 2019-2028 (USD MILLION)
TABLE 39 NORTH AMERICA SOFTWARE IN DIGITAL FARMING SOFTWARE MARKET, BY TYPE, 2019-2028 (USD MILLION)
TABLE 40 NORTH AMERICA SERVICES IN DIGITAL FARMING SOFTWARE MARKET, BY TYPE, 2019-2028 (USD MILLION)
TABLE 41 NORTH AMERICA MANAGED SERVICES IN DIGITAL FARMING SOFTWARE MARKET, BY TYPE, 2019-2028 (USD MILLION)
TABLE 42 NORTH AMERICA PROFESSIONAL SERVICES IN DIGITAL FARMING SOFTWARE MARKET, BY TYPE, 2019-2028 (USD MILLION)
TABLE 43 NORTH AMERICA DIGITAL FARMING SOFTWARE MARKET, BY TECHNOLOGY, 2019-2028 (USD MILLION)
TABLE 44 NORTH AMERICA REMOTE SENSING IN DIGITAL FARMING SOFTWARE MARKET, BY TYPE, 2019-2028 (USD MILLION)
TABLE 45 NORTH AMERICA GUIDANCE TECHNOLOGY IN DIGITAL FARMING SOFTWARE MARKET, BY TYPE, 2019-2028 (USD MILLION)
TABLE 46 NORTH AMERICA VARIABLE RATE TECHNOLOGY IN DIGITAL FARMING SOFTWARE MARKET, BY TYPE, 2019-2028 (USD MILLION)
TABLE 47 NORTH AMERICA WIRELESS CONNECTIVITY IN DIGITAL FARMING SOFTWARE MARKET, BY TYPE, 2019-2028 (USD MILLION)
TABLE 48 NORTH AMERICA DIGITAL FARMING SOFTWARE MARKET, BY APPLICATION, 2019-2028 (USD MILLION)
TABLE 49 NORTH AMERICA PRECISION FARMING IN DIGITAL FARMING SOFTWARE MARKET, BY TYPE, 2019-2028 (USD MILLION)
TABLE 50 NORTH AMERICA YIELD MONITORING IN DIGITAL FARMING SOFTWARE MARKET, BY TYPE, 2019-2028 (USD MILLION)
TABLE 51 NORTH AMERICA PRECISION FARMING IN DIGITAL FARMING SOFTWARE MARKET, BY TECHNOLOGY, 2019-2028 (USD MILLION)
TABLE 52 NORTH AMERICA LIVESTOCK MONITORING IN DIGITAL FARMING SOFTWARE MARKET, BY TECHNOLOGY, 2019-2028 (USD MILLION)
TABLE 53 NORTH AMERICA GREENHOUSE MANAGEMENT IN DIGITAL FARMING SOFTWARE MARKET, BY TECHNOLOGY, 2019-2028 (USD MILLION)
TABLE 54 NORTH AMERICA SUPPLY CHAIN MANAGEMENT IN DIGITAL FARMING SOFTWARE MARKET, BY TECHNOLOGY, 2019-2028 (USD MILLION)
TABLE 55 NORTH AMERICA FINANCIAL MANAGEMENT IN DIGITAL FARMING SOFTWARE MARKET, BY TECHNOLOGY, 2019-2028 (USD MILLION)
TABLE 56 NORTH AMERICA DRONE ANALYTICS IN DIGITAL FARMING SOFTWARE MARKET, BY TECHNOLOGY, 2019-2028 (USD MILLION)
TABLE 57 NORTH AMERICA AGRICULTURE ROBOTS IN DIGITAL FARMING SOFTWARE MARKET, BY TECHNOLOGY, 2019-2028 (USD MILLION)
TABLE 58 U.S. DIGITAL FARMING SOFTWARE MARKET, BY COMPONENT, 2019-2028 (USD MILLION)
TABLE 59 U.S. SOFTWARE IN DIGITAL FARMING SOFTWARE MARKET, BY TYPE, 2019-2028 (USD MILLION)
TABLE 60 U.S. SERVICES IN DIGITAL FARMING SOFTWARE MARKET, BY TYPE, 2019-2028 (USD MILLION)
TABLE 61 U.S. MANAGED SERVICES IN DIGITAL FARMING SOFTWARE MARKET, BY TYPE, 2019-2028 (USD MILLION)
TABLE 62 U.S. PROFESSIONAL SERVICES IN DIGITAL FARMING SOFTWARE MARKET, BY TYPE, 2019-2028 (USD MILLION)
TABLE 63 U.S. DIGITAL FARMING SOFTWARE MARKET, BY TECHNOLOGY, 2019-2028 (USD MILLION)
TABLE 64 U.S. REMOTE SENSING IN DIGITAL FARMING SOFTWARE MARKET, BY TYPE, 2019-2028 (USD MILLION)
TABLE 65 U.S. GUIDANCE TECHNOLOGY IN DIGITAL FARMING SOFTWARE MARKET, BY TYPE, 2019-2028 (USD MILLION)
TABLE 66 U.S. VARIABLE RATE TECHNOLOGY IN DIGITAL FARMING SOFTWARE MARKET, BY TYPE, 2019-2028 (USD MILLION)
TABLE 67 U.S. WIRELESS CONNECTIVITY IN DIGITAL FARMING SOFTWARE MARKET, BY TYPE, 2019-2028 (USD MILLION)
TABLE 68 U.S. DIGITAL FARMING SOFTWARE MARKET, BY APPLICATION, 2019-2028 (USD MILLION)
TABLE 69 U.S. PRECISION FARMING IN DIGITAL FARMING SOFTWARE MARKET, BY TYPE, 2019-2028 (USD MILLION)
TABLE 70 U.S. YIELD MONITORING IN DIGITAL FARMING SOFTWARE MARKET, BY TYPE, 2019-2028 (USD MILLION)
TABLE 71 U.S. PRECISION FARMING IN DIGITAL FARMING SOFTWARE MARKET, BY TECHNOLOGY, 2019-2028 (USD MILLION)
TABLE 72 U.S. LIVESTOCK MONITORING IN DIGITAL FARMING SOFTWARE MARKET, BY TECHNOLOGY, 2019-2028 (USD MILLION)
TABLE 73 U.S. GREENHOUSE MANAGEMENT IN DIGITAL FARMING SOFTWARE MARKET, BY TECHNOLOGY, 2019-2028 (USD MILLION)
TABLE 74 U.S. SUPPLY CHAIN MANAGEMENT IN DIGITAL FARMING SOFTWARE MARKET, BY TECHNOLOGY, 2019-2028 (USD MILLION)
TABLE 75 U.S. FINANCIAL MANAGEMENT IN DIGITAL FARMING SOFTWARE MARKET, BY TECHNOLOGY, 2019-2028 (USD MILLION)
TABLE 76 U.S. DRONE ANALYTICS IN DIGITAL FARMING SOFTWARE MARKET, BY TECHNOLOGY, 2019-2028 (USD MILLION)
TABLE 77 U.S. AGRICULTURE ROBOTS IN DIGITAL FARMING SOFTWARE MARKET, BY TECHNOLOGY, 2019-2028 (USD MILLION)
TABLE 78 CANADA DIGITAL FARMING SOFTWARE MARKET, BY COMPONENT, 2019-2028 (USD MILLION)
TABLE 79 CANADA SOFTWARE IN DIGITAL FARMING SOFTWARE MARKET, BY TYPE, 2019-2028 (USD MILLION)
TABLE 80 CANADA SERVICES IN DIGITAL FARMING SOFTWARE MARKET, BY TYPE, 2019-2028 (USD MILLION)
TABLE 81 CANADA MANAGED SERVICES IN DIGITAL FARMING SOFTWARE MARKET, BY TYPE, 2019-2028 (USD MILLION)
TABLE 82 CANADA PROFESSIONAL SERVICES IN DIGITAL FARMING SOFTWARE MARKET, BY TYPE, 2019-2028 (USD MILLION)
TABLE 83 CANADA DIGITAL FARMING SOFTWARE MARKET, BY TECHNOLOGY, 2019-2028 (USD MILLION)
TABLE 84 CANADA REMOTE SENSING IN DIGITAL FARMING SOFTWARE MARKET, BY TYPE, 2019-2028 (USD MILLION)
TABLE 85 CANADA GUIDANCE TECHNOLOGY IN DIGITAL FARMING SOFTWARE MARKET, BY TYPE, 2019-2028 (USD MILLION)
TABLE 86 CANADA VARIABLE RATE TECHNOLOGY IN DIGITAL FARMING SOFTWARE MARKET, BY TYPE, 2019-2028 (USD MILLION)
TABLE 87 CANADA WIRELESS CONNECTIVITY IN DIGITAL FARMING SOFTWARE MARKET, BY TYPE, 2019-2028 (USD MILLION)
TABLE 88 CANADA DIGITAL FARMING SOFTWARE MARKET, BY APPLICATION, 2019-2028 (USD MILLION)
TABLE 89 CANADA PRECISION FARMING IN DIGITAL FARMING SOFTWARE MARKET, BY TYPE, 2019-2028 (USD MILLION)
TABLE 90 CANADA YIELD MONITORING IN DIGITAL FARMING SOFTWARE MARKET, BY TYPE, 2019-2028 (USD MILLION)
TABLE 91 CANADA PRECISION FARMING IN DIGITAL FARMING SOFTWARE MARKET, BY TECHNOLOGY, 2019-2028 (USD MILLION)
TABLE 92 CANADA LIVESTOCK MONITORING IN DIGITAL FARMING SOFTWARE MARKET, BY TECHNOLOGY, 2019-2028 (USD MILLION)
TABLE 93 CANADA GREENHOUSE MANAGEMENT IN DIGITAL FARMING SOFTWARE MARKET, BY TECHNOLOGY, 2019-2028 (USD MILLION)
TABLE 94 CANADA SUPPLY CHAIN MANAGEMENT IN DIGITAL FARMING SOFTWARE MARKET, BY TECHNOLOGY, 2019-2028 (USD MILLION)
TABLE 95 CANADA FINANCIAL MANAGEMENT IN DIGITAL FARMING SOFTWARE MARKET, BY TECHNOLOGY, 2019-2028 (USD MILLION)
TABLE 96 CANADA DRONE ANALYTICS IN DIGITAL FARMING SOFTWARE MARKET, BY TECHNOLOGY, 2019-2028 (USD MILLION)
TABLE 97 CANADA AGRICULTURE ROBOTS IN DIGITAL FARMING SOFTWARE MARKET, BY TECHNOLOGY, 2019-2028 (USD MILLION)
TABLE 98 MEXICO DIGITAL FARMING SOFTWARE MARKET, BY COMPONENT, 2019-2028 (USD MILLION)
TABLE 99 MEXICO SOFTWARE IN DIGITAL FARMING SOFTWARE MARKET, BY TYPE, 2019-2028 (USD MILLION)
TABLE 100 MEXICO SERVICES IN DIGITAL FARMING SOFTWARE MARKET, BY TYPE, 2019-2028 (USD MILLION)
TABLE 101 MEXICO MANAGED SERVICES IN DIGITAL FARMING SOFTWARE MARKET, BY TYPE, 2019-2028 (USD MILLION)
TABLE 102 MEXICO PROFESSIONAL SERVICES IN DIGITAL FARMING SOFTWARE MARKET, BY TYPE, 2019-2028 (USD MILLION)
TABLE 103 MEXICO DIGITAL FARMING SOFTWARE MARKET, BY TECHNOLOGY, 2019-2028 (USD MILLION)
TABLE 104 MEXICO REMOTE SENSING IN DIGITAL FARMING SOFTWARE MARKET, BY TYPE, 2019-2028 (USD MILLION)
TABLE 105 MEXICO GUIDANCE TECHNOLOGY IN DIGITAL FARMING SOFTWARE MARKET, BY TYPE, 2019-2028 (USD MILLION)
TABLE 106 MEXICO VARIABLE RATE TECHNOLOGY IN DIGITAL FARMING SOFTWARE MARKET, BY TYPE, 2019-2028 (USD MILLION)
TABLE 107 MEXICO WIRELESS CONNECTIVITY IN DIGITAL FARMING SOFTWARE MARKET, BY TYPE, 2019-2028 (USD MILLION)
TABLE 108 MEXICO DIGITAL FARMING SOFTWARE MARKET, BY APPLICATION, 2019-2028 (USD MILLION)
TABLE 109 MEXICO PRECISION FARMING IN DIGITAL FARMING SOFTWARE MARKET, BY TYPE, 2019-2028 (USD MILLION)
TABLE 110 MEXICO YIELD MONITORING IN DIGITAL FARMING SOFTWARE MARKET, BY TYPE, 2019-2028 (USD MILLION)
TABLE 111 MEXICO PRECISION FARMING IN DIGITAL FARMING SOFTWARE MARKET, BY TECHNOLOGY, 2019-2028 (USD MILLION)
TABLE 112 MEXICO LIVESTOCK MONITORING IN DIGITAL FARMING SOFTWARE MARKET, BY TECHNOLOGY, 2019-2028 (USD MILLION)
TABLE 113 MEXICO GREENHOUSE MANAGEMENT IN DIGITAL FARMING SOFTWARE MARKET, BY TECHNOLOGY, 2019-2028 (USD MILLION)
TABLE 114 MEXICO SUPPLY CHAIN MANAGEMENT IN DIGITAL FARMING SOFTWARE MARKET, BY TECHNOLOGY, 2019-2028 (USD MILLION)
TABLE 115 MEXICO FINANCIAL MANAGEMENT IN DIGITAL FARMING SOFTWARE MARKET, BY TECHNOLOGY, 2019-2028 (USD MILLION)
TABLE 116 MEXICO DRONE ANALYTICS IN DIGITAL FARMING SOFTWARE MARKET, BY TECHNOLOGY, 2019-2028 (USD MILLION)
TABLE 117 MEXICO AGRICULTURE ROBOTS IN DIGITAL FARMING SOFTWARE MARKET, BY TECHNOLOGY, 2019-2028 (USD MILLION)
List of Figure
FIGURE 1 NORTH AMERICA DIGITAL FARMING SOFTWARE MARKET: SEGMENTATION
FIGURE 2 NORTH AMERICA DIGITAL FARMING SOFTWARE MARKET: DATA TRIANGULATION
FIGURE 3 NORTH AMERICA DIGITAL FARMING SOFTWARE MARKET: DROC ANALYSIS
FIGURE 4 NORTH AMERICA DIGITAL FARMING SOFTWARE MARKET: NORTH AMERICA VS REGIONAL MARKET ANALYSIS
FIGURE 5 NORTH AMERICA DIGITAL FARMING SOFTWARE MARKET: COMPANY RESEARCH ANALYSIS
FIGURE 6 NORTH AMERICA DIGITAL FARMING SOFTWARE MARKET: INTERVIEW DEMOGRAPHICS
FIGURE 7 NORTH AMERICA DIGITAL FARMING SOFTWARE MARKET: DBMR MARKET POSITION GRID
FIGURE 8 NORTH AMERICA DIGITAL FARMING SOFTWARE MARKET: VENDOR SHARE ANALYSIS
FIGURE 9 NORTH AMERICA DIGITAL FARMING SOFTWARE MARKET: MARKET APPLICATION COVERAGE GRID
FIGURE 10 NORTH AMERICA DIGITAL FARMING SOFTWARE MARKET: SEGMENTATION
FIGURE 11 INCREASING ADOPTION OF DIGITAL FARMING SOFTWARE IS EXPECTED TO DRIVE NORTH AMERICA DIGITAL FARMING SOFTWARE MARKET IN THE FORECAST PERIOD OF 2021 TO 2028
FIGURE 12 SOFTWARE SEGMENT IS EXPECTED TO ACCOUNT FOR THE LARGEST SHARE OF NORTH AMERICA DIGITAL FARMING SOFTWARE MARKET IN 2021 & 2028
FIGURE 13 DRIVERS, RESTRAINTS, OPPORTUNITIES AND CHALLENGES OF NORTH AMERICA DIGITAL FARMING SOFTWARE MARKET
FIGURE 14 SIZE OF THE IOT MARKET WORLDWIDE FROM 2017 TO 2019, FORECAST FOR 2020-2025
FIGURE 15 NUMBER OF SMARTPHONE USERS WORLDWIDE, FROM 2016 TO 2020
FIGURE 16 NORTH AMERICA DIGITAL FARMING SOFTWARE MARKET: BY COMPONENT, 2020
FIGURE 17 NORTH AMERICA DIGITAL FARMING SOFTWARE MARKET: BY TECHNOLOGY, 2020
FIGURE 18 NORTH AMERICA DIGITAL FARMING SOFTWARE MARKET: BY APPLICATION, 2020
FIGURE 19 NORTH AMERICA DIGITAL FARMING SOFTWARE MARKET: SNAPSHOT (2020)
FIGURE 20 NORTH AMERICA DIGITAL FARMING SOFTWARE MARKET: BY COUNTRY (2020)
FIGURE 21 NORTH AMERICA DIGITAL FARMING SOFTWARE MARKET: BY COUNTRY (2019-2028)
FIGURE 22 NORTH AMERICA DIGITAL FARMING SOFTWARE MARKET: BY COUNTRY (2019-2028)
FIGURE 23 NORTH AMERICA DIGITAL FARMING SOFTWARE MARKET: BY TYPE (2021-2028)
FIGURE 24 NORTH AMERICA DIGITAL FARMING SOFTWARE MARKET: COMPANY SHARE 2020 (%)
Research Methodology
Data collection and base year analysis are done using data collection modules with large sample sizes. The stage includes obtaining market information or related data through various sources and strategies. It includes examining and planning all the data acquired from the past in advance. It likewise envelops the examination of information inconsistencies seen across different information sources. The market data is analysed and estimated using market statistical and coherent models. Also, market share analysis and key trend analysis are the major success factors in the market report. To know more, please request an analyst call or drop down your inquiry.
The key research methodology used by DBMR research team is data triangulation which involves data mining, analysis of the impact of data variables on the market and primary (industry expert) validation. Data models include Vendor Positioning Grid, Market Time Line Analysis, Market Overview and Guide, Company Positioning Grid, Patent Analysis, Pricing Analysis, Company Market Share Analysis, Standards of Measurement, Global versus Regional and Vendor Share Analysis. To know more about the research methodology, drop in an inquiry to speak to our industry experts.
Customization Available
Data Bridge Market Research is a leader in advanced formative research. We take pride in servicing our existing and new customers with data and analysis that match and suits their goal. The report can be customized to include price trend analysis of target brands understanding the market for additional countries (ask for the list of countries), clinical trial results data, literature review, refurbished market and product base analysis. Market analysis of target competitors can be analyzed from technology-based analysis to market portfolio strategies. We can add as many competitors that you require data about in the format and data style you are looking for. Our team of analysts can also provide you data in crude raw excel files pivot tables (Fact book) or can assist you in creating presentations from the data sets available in the report.
