한글목차

세계 디지털 농업 시장의 미래는 자문 서비스, 정밀 농업 및 농장 관리, 품질 관리 및 추적성, 디지털 조달, 농업 전자상거래, 금융 서비스 시장에서 기회가 있으며, 유망한 시장으로 평가되고 있습니다. 세계 디지털 농업 시장은 2025-2031년 10.8%의 연평균 복합 성장률(CAGR)로, 2031년까지 약 419억 달러에 달할 것으로 예상됩니다. 이 시장의 주요 촉진요인은 디지털 농업에 대한 인식이 높아지고, 정부의 전략적 정책, 기술 발전, 낭비 감소 및 자원의 효율적인 활용이 보급을 촉진하고 있습니다.

• Lucintel의 예측에 따르면, 운영별로는 농부 및 기타 이해관계자가 스카우팅 및 모니터링을 통해 농작업 중단을 원격으로 기록할 수 있기 때문에 모니터링 및 스카우팅이 예측 기간 동안 가장 높은 성장세를 보일 것으로 예상됩니다.
• 서비스별로는 자문 서비스가 가장 높은 성장세를 보일 것으로 예상됩니다. 이는 서비스 제공업체가 대부분의 작업을 처리하고 생산량을 늘리는 방법에 대해 농부에게 조언하기 때문입니다.
• 지역별로는 농업의 현대화가 진행되고 있는 아시아태평양이 예측 기간 동안 가장 높은 성장을 보일 것으로 예상됩니다.

디지털 농업 시장의 전략적 성장 기회

디지털 농업 시장에는 다양한 용도에서 수많은 전략적 성장 기회가 존재합니다. 다음은 이해관계자들이 성장을 위해 활용할 수 있는 5가지 주요 기회입니다.

• 스마트 관개 시스템 개발: 효율적인 물 관리에 대한 수요가 스마트 관개 기술의 성장을 가속하고 있습니다. 기업은 센서와 데이터 분석을 사용하여 관개 일정을 최적화하고 물 낭비를 줄이는 통합 솔루션을 개발할 수 있습니다.
• 데이터 분석 서비스 확대: 농가의 데이터 기반 통찰력에 대한 의존도가 높아짐에 따라 기업이 고급 분석 서비스를 제공할 수 있는 기회가 증가하고 있습니다. 이러한 서비스는 농부들이 데이터를 해석하고 정보에 입각한 의사결정을 내릴 수 있도록 돕습니다.
• 지속 가능한 농업 기술에 대한 투자: 지속가능성에 대한 관심이 높아짐에 따라 친환경 농법을 촉진하는 기술은 성장 잠재력을 가지고 있습니다. 여기에는 화학물질 사용을 최소화하고 토양의 건강성을 향상시키는 솔루션이 포함됩니다.
• 로봇공학과 자동화의 통합: 농업의 노동력 부족은 로봇을 통한 솔루션 개발의 기회를 창출합니다. 기업은 작물 심기, 수확, 모니터링 등의 작업을 지원하는 자동화 기술에 투자할 수 있습니다.
• 농업 협동조합과의 협력: 농업 협동조합과의 파트너십은 시장 접근성을 높이고 디지털 솔루션의 채택을 촉진할 수 있습니다. 이러한 협력 관계는 혁신적인 기술을 확장하고 소규모 농가에 대한 접근성을 개선하는 데 도움이 될 수 있습니다.

이러한 전략적 성장 기회는 디지털 농업 시장이 크게 발전할 수 있는 잠재력을 보여줍니다. 스마트 관개, 데이터 분석, 지속 가능한 농업 기술에 집중함으로써 이해관계자들은 혁신을 촉진하고 효율성을 향상시킬 수 있습니다. 로봇 공학의 통합은 노동력 부족을 해결하고, 농업 협동조합과의 협력은 시장 접근성을 강화할 수 있습니다. 이러한 기회를 종합하면 디지털 농업 시장은 지속적인 성장과 진화를 통해 현대 농업과 지속 가능한 목표의 요구를 충족시킬 수 있습니다.

디지털 농업 시장 성장 촉진요인 및 과제

디지털 농업 시장은 성장 동력을 형성하는 다양한 촉진요인과 과제에 영향을 받고 있습니다. 이러한 요인을 이해하는 것은 변화하는 상황을 효과적으로 헤쳐나가고자 하는 이해관계자들에게 필수적입니다. 다음은 시장에 영향을 미치는 5가지 주요 촉진요인과 3가지 주요 과제는 다음과 같습니다.

디지털 농업 시장을 이끄는 요인은 다음과 같다:

• 기술 발전: IoT, AI, 데이터 분석과 같은 기술의 급속한 발전은 농업에서 디지털 솔루션의 채택을 촉진하고 있습니다. 이러한 기술은 더 나은 자원 관리를 가능하게 하고 작물 수확량을 향상시킵니다.
• 세계 인구 증가: 세계 인구 증가는 식량 증산에 대한 수요를 촉진하고 있습니다. 디지털 농업은 생산성을 높이고 이러한 수요 증가에 지속적으로 대응하는 데 필요한 도구를 제공합니다.
• 지속가능성 중시: 환경 문제에 대한 인식이 높아지면서 지속 가능한 농법이 요구되고 있습니다. 디지털 기술을 통해 농부들은 환경 친화적인 농업을 실천하고 자원 활용을 최적화할 수 있습니다.
• 정부 지원 및 자금 지원: 많은 정부가 디지털 농업 기술 도입에 대한 재정적 지원과 인센티브를 제공합니다. 이러한 지원은 이 분야의 혁신과 첨단 솔루션의 채택을 촉진합니다.
• 투명성에 대한 소비자 수요 증가: 소비자들은 식품 생산에 대한 투명성을 점점 더 많이 요구하고 있습니다. 블록체인과 같은 디지털 농업 솔루션은 추적성을 강화하여 제품이 소비자의 기대에 부응할 수 있도록 보장할 수 있습니다.

디지털 농업 시장의 과제는 다음과 같다:

• 높은 초기 투자 비용: 디지털 기술을 도입하기 위한 초기 비용은 많은 농가, 특히 소규모 농가에 장벽이 될 수 있습니다. 이 문제는 첨단 솔루션에 대한 접근을 제한하고 시장 성장을 저해할 수 있습니다.
• 디지털 인프라 부족: 많은 지역, 특히 농촌 지역에서는 디지털 인프라가 부족하여 디지털 농업 기술 도입에 장애가 될 수 있습니다. 인터넷 연결이 제한적이기 때문에 농부들이 데이터와 디지털 도구에 접근하는 능력에 영향을 미칩니다.
• 변화에 대한 저항: 전통적인 농법은 일부 농부들이 새로운 기술 도입에 대한 거부감을 갖게 합니다. 이를 극복하기 위해서는 디지털 농업의 이점을 교육하고 입증해야 합니다.

이러한 시장 성장 촉진요인과 과제가 종합적으로 디지털 농업 시장의 역동성을 형성하고 있습니다. 기술 발전과 정부 지원은 큰 성장 기회를 창출하고 있지만, 높은 초기 비용과 인프라 부족과 같은 과제를 해결해야 합니다. 지속가능성에 대한 관심과 투명성에 대한 소비자의 요구가 높아지면서 디지털 솔루션의 채택을 촉진하고 있습니다. 이해관계자들은 이러한 복잡성을 성공적으로 극복함으로써 경쟁력을 강화하고, 디지털 농업의 지속적인 발전에 기여하며, 현대 식량 생산의 도전에 대응할 수 있습니다.

목차

제1장 주요 요약

제2장 세계의 디지털 농업 시장 : 시장 역학

• 서론, 배경, 분류
• 공급망
• 업계 촉진요인과 과제

제3장 시장 동향과 예측 분석(2019-2031년)

• 거시경제 동향(2019-2024년)과 예측(2025-2031년)
• 세계의 디지털 농업 시장 동향(2019-2024년)과 예측(2025-2031년)
• 유형별
  • 하드웨어
  • 소프트웨어
  • 서비스
• 운영별
  • 농업 및 사료 공급
  • 감시 및 정찰
  • 마케팅 및 수요 창출
• 제공 별
  • 자문 서비스
  • 정밀농업 및 농장 관리
  • 품질관리 및 추적 가능성
  • 디지털 조달
  • 농업 E-Commerce
  • 금융 서비스
• 기술별
  • 주변 기술
  • 핵심 기술

제4장 지역별 시장 동향과 예측 분석(2019-2031년)

• 지역별 : 세계 디지털 농업 시장
• 북미의 디지털 농업 시장
• 유럽의 디지털 농업 시장
• 아시아태평양의 디지털 농업 시장
• 기타 지역의 디지털 농업 시장

제5장 경쟁 분석

• 제품 포트폴리오 분석
• 운영 통합
• Porter의 Five Forces 분석

제6장 성장 기회와 전략 분석

• 성장 기회 분석
  • 유형별
  • 운영별
  • 제공별
  • 기술별
  • 지역별
• 세계 디지털 농업 시장의 새로운 동향
• 전략 분석
  • 신제품 개발
  • 세계의 디지털 농업 시장 능력 확대
  • 세계 디지털 농업 시장에서의 인수합병(M&A) 및 합작투자(JV)
  • 인증 및 라이선싱

제7장 주요 기업 개요

• CISCO Systems
• IBM Corporation
• Accenture
• Deere & Company
• Trimble
• DeLaval
• AKVA Group
• Hexagon
• DJI
• Epicor Software Corporation

영문목차

The future of the global digital agriculture market looks promising with opportunities in the advisory service, precision agriculture & farm management, quality management & traceability, digital procurement, agri e-commerce, and financial service markets. The global digital agriculture market is expected to reach an estimated $41.9 billion by 2031 with a CAGR of 10.8% from 2025 to 2031. The major drivers for this market are increasing awareness of digital agriculture and helping to increase adoption is a strategic government policy, advances in technology, minimizing waste and efficient use of resources, and reducing wastage and efficient use of resources.

• Lucintel forecasts that, within the operation category, monitoring & scouting are expected to witness the highest growth over the forecast period due to farmers and other stakeholders can remotely record any disruption in farm work through scouting and monitoring.
• Within the service category, advisory service is expected to witness the highest growth due to most tasks being handled by service providers, who also advise farmers on how to increase output.
• In terms of regions, APAC is expected to witness the highest growth over the forecast period due to growing modernization in the agriculture industry.

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Emerging Trends in the Digital Agriculture Market

The digital agriculture market is evolving rapidly, driven by several emerging trends that reflect advancements in technology and changing agricultural practices. Below are five key trends shaping the landscape of digital agriculture.

• Precision Farming Technologies: Precision farming utilizes advanced technologies such as GPS, IoT, and data analytics to optimize farming practices. This trend allows farmers to make data-driven decisions, improving crop yields and resource efficiency.
• Increased Use of Drones: Drones are increasingly employed for monitoring crop health, assessing field conditions, and managing irrigation. Their ability to collect real-time data enables farmers to respond promptly to potential issues, enhancing productivity.
• Integration of AI and Machine Learning: AI and machine learning are used to analyze agricultural data and predict outcomes. These technologies help farmers optimize planting schedules, pest management, and resource allocation, leading to better decision-making.
• Blockchain for Supply Chain Transparency: Blockchain technology is gaining traction in agriculture to enhance supply chain transparency. This trend allows for tracking the origin of products, ensuring food safety, and building consumer trust.
• Mobile Applications for Farmers: Mobile apps are becoming essential tools for farmers, providing access to weather forecasts, market prices, and best practices. This trend empowers farmers with information that helps them make informed decisions.

These emerging trends are fundamentally reshaping the digital agriculture market by enhancing efficiency, productivity, and transparency. Precision farming technologies enable data-driven decision-making, while drones provide crucial real-time insights. The integration of AI enhances predictive capabilities, improving resource management. Blockchain technology adds a layer of transparency to the supply chain, ensuring food safety and trust among consumers. Mobile applications empower farmers with critical information, fostering a more connected and informed agricultural community. Collectively, these trends are driving the transformation of agriculture into a more data-centric and efficient industry.

Recent Developments in the Digital Agriculture Market

Recent developments in the digital agriculture market reflect the rapid evolution of technology and its impact on farming practices. Below are five key developments that are shaping the industry.

• Launch of Advanced Precision Agriculture Tools: New precision agriculture tools that leverage IoT and data analytics are being introduced. These tools enable farmers to monitor crop health, optimize irrigation, and make informed decisions based on real-time data.
• Adoption of AI-Driven Solutions: Companies are increasingly integrating AI into agricultural applications to enhance predictive analytics. These solutions help farmers anticipate crop diseases, optimize yields, and manage resources more effectively.
• Growth of E-commerce Platforms for Farmers: The rise of e-commerce platforms specifically designed for agricultural products is facilitating direct sales from farmers to consumers. This development enhances market access for farmers and promotes local produce.
• Increased Collaboration between Tech Firms and Farmers: Partnerships between technology providers and farmers are becoming more common. These collaborations focus on developing tailored solutions that address specific agricultural challenges, fostering innovation and efficiency.
• Regulatory Support for Digital Agriculture Initiatives: Governments are providing regulatory support to promote the adoption of digital technologies in agriculture. This support includes funding for research and development, as well as initiatives to improve digital infrastructure in rural areas.

These recent developments are significantly impacting the digital agriculture market by enhancing the capabilities available to farmers. The introduction of advanced precision agriculture tools and AI-driven solutions is transforming how farming is managed, allowing for greater efficiency and productivity. The growth of e-commerce platforms provides new market opportunities, while collaborations between tech firms and farmers drive innovation. Additionally, regulatory support fosters a conducive environment for adopting digital technologies, ensuring that the agricultural sector is better equipped to meet future challenges.

Strategic Growth Opportunities for the Digital Agriculture Market

The digital agriculture market presents numerous strategic growth opportunities across various applications. Below are five key opportunities that stakeholders can leverage for growth.

• Development of Smart Irrigation Systems: The demand for efficient water management is driving growth in smart irrigation technologies. Companies can develop integrated solutions that use sensors and data analytics to optimize irrigation schedules and reduce water waste.
• Expansion of Data Analytics Services: As farmers increasingly rely on data-driven insights, there is a growing opportunity for companies to provide advanced analytics services. These services can help farmers interpret data and make informed decisions.
• Investment in Sustainable Farming Technologies: With a focus on sustainability, there is potential for growth in technologies that promote eco-friendly farming practices. This includes solutions that minimize chemical use and enhance soil health.
• Integration of Robotics and Automation: The labor shortage in agriculture creates opportunities for the development of robotic solutions. Companies can invest in automation technologies that assist with tasks such as planting, harvesting, and monitoring crops.
• Collaboration with Agricultural Cooperatives: Partnerships with agricultural cooperatives can enhance market reach and facilitate the adoption of digital solutions. These collaborations can help scale innovative technologies and improve access for smallholder farmers.

These strategic growth opportunities highlight the potential for significant advancements in the digital agriculture market. By focusing on smart irrigation, data analytics, and sustainable farming technologies, stakeholders can drive innovation and improve efficiency. The integration of robotics addresses labor shortages, while collaborations with agricultural cooperatives enhance market access. Collectively, these opportunities position the digital agriculture market for continued growth and evolution, meeting the demands of modern farming practices and sustainability goals.

Digital Agriculture Market Driver and Challenges

The digital agriculture market is influenced by various drivers and challenges that shape its growth dynamics. Understanding these factors is essential for stakeholders aiming to navigate the evolving landscape effectively. Below are five main drivers and three key challenges impacting the market.

The factors driving the digital agriculture market include:

• Technological Advancements: Rapid advancements in technology, such as IoT, AI, and data analytics, are driving the adoption of digital solutions in agriculture. These technologies enable better resource management and improve crop yields.
• Increasing Global Population: The growing global population is driving the demand for increased food production. Digital agriculture provides the tools necessary to enhance productivity and meet this rising demand sustainably.
• Focus on Sustainability: There is a heightened awareness of environmental issues and the need for sustainable farming practices. Digital technologies enable farmers to implement eco-friendly practices and optimize resource use.
• Government Support and Funding: Many governments are providing financial support and incentives for adopting digital agriculture technologies. This support encourages innovation and the adoption of advanced solutions in the sector.
• Rising Consumer Demand for Transparency: Consumers are increasingly demanding transparency in food production. Digital agriculture solutions, such as blockchain, can enhance traceability, ensuring that products meet consumer expectations.

Challenges in the digital agriculture market include:

• High Initial Investment Costs: The initial costs of implementing digital technologies can be a barrier for many farmers, especially smallholders. This challenge limits access to advanced solutions and can slow market growth.
• Lack of Digital Infrastructure: In many regions, particularly rural areas, inadequate digital infrastructure can hinder the adoption of digital agriculture technologies. Limited internet connectivity affects farmers' ability to access data and digital tools.
• Resistance to Change: Traditional farming practices can lead to resistance among some farmers to adopt new technologies. Overcoming this mindset requires education and demonstration of the benefits of digital agriculture.

These drivers and challenges collectively shape the dynamics of the digital agriculture market. While technological advancements and government support create significant growth opportunities, challenges such as high initial costs and lack of infrastructure must be addressed. The focus on sustainability and rising consumer demand for transparency drive the adoption of digital solutions. By navigating these complexities, stakeholders can enhance their competitiveness and contribute to the continued evolution of digital agriculture, ensuring it meets the challenges of modern food production.

List of Digital Agriculture Companies

Companies in the market compete based on product quality offered. Major players in this market focus on expanding their manufacturing facilities, R&D investments, infrastructural development, and leverage integration opportunities across the value chain. Through these strategies, digital agriculture companies cater to increasing demand, ensure competitive effectiveness, develop innovative products & technologies, reduce production costs, and expand their customer base. Some of the digital agriculture companies profiled in this report include-

• CISCO Systems
• IBM Corporation
• Accenture
• Deere & Company
• Trimble
• DeLaval
• AKVA Group
• Hexagon
• DJI
• Epicor Software Corporation

Digital Agriculture by Segment

The study includes a forecast for the global digital agriculture market by type, operation, offering, technology, and region.

Digital Agriculture Market by Type [Analysis by Value from 2019 to 2031]:

• Hardware
• Software
• Service

Digital Agriculture Market by Operation [Analysis by Value from 2019 to 2031]:

• Farming & Feeding
• Monitoring & Scouting
• Marketing & Demand Generation

Digital Agriculture Market by Offering [Analysis by Value from 2019 to 2031]:

• Advisory Services
• Precision Agriculture & Farm Management
• Quality Management & Traceability
• Digital Procurement
• Agri E-commerce
• Financial Services

Digital Agriculture Market by Technology [Analysis by Value from 2019 to 2031]:

• Peripheral Technologies
• Core Technologies

Digital Agriculture Market by Region [Analysis by Value from 2019 to 2031]:

• North America
• Europe
• Asia Pacific
• The Rest of the World

Country Wise Outlook for the Digital Agriculture Market

The digital agriculture market is experiencing rapid advancements as technology transforms farming practices globally. Innovations in data analytics, IoT, and AI are helping farmers optimize their operations, enhance productivity, and address sustainability challenges. Countries like the United States, China, Germany, India, and Japan are leading this transformation by integrating digital solutions into traditional agricultural practices. These developments are not only improving crop yields but also providing farmers with valuable insights to make informed decisions, ultimately reshaping the agricultural landscape.

• United States: In the United States, the digital agriculture market is advancing through the integration of precision farming technologies. Farmers are increasingly adopting IoT devices and drones for real-time monitoring of crops and soil health. Major companies are investing in data analytics platforms that provide actionable insights, helping farmers optimize resource usage and increase yields. Additionally, government initiatives promoting sustainable practices are driving the adoption of digital solutions. The focus on automation and AI-driven technologies is setting a new standard for efficiency in American agriculture.
• China: China's digital agriculture market is rapidly expanding, driven by government support for modernization in agriculture. The country is seeing a surge in the adoption of smart farming technologies, including AI and big data analytics. Farmers are using mobile apps to access real-time weather information, market prices, and crop management tools. The integration of e-commerce platforms with agricultural data is also gaining momentum, allowing farmers to reach consumers directly. These advancements aim to improve food security and enhance productivity across the agricultural sector.
• Germany: In Germany, the digital agriculture market is characterized by strong collaboration between technology providers and farmers. The country focuses on sustainable farming practices, with many farmers adopting precision agriculture tools that utilize satellite imagery and data analytics. Innovations in robotics and automation are also enhancing efficiency in crop production. Moreover, Germany is promoting research and development initiatives to create eco-friendly digital solutions, aiming to reduce the environmental impact of agriculture. This commitment to sustainability is reshaping the agricultural landscape in the country.
• India: India's digital agriculture market is gaining traction as farmers increasingly adopt mobile technologies and data-driven solutions. The government is promoting initiatives that provide access to digital platforms for weather forecasts, pest management, and market prices. Startups are emerging with innovative solutions that empower smallholder farmers to optimize their practices. Furthermore, the integration of fintech solutions is helping farmers access credit and insurance more easily, enabling them to invest in technology and improve their productivity. These developments are essential for enhancing food security in a rapidly growing population.
• Japan: Japan's digital agriculture market focuses on advanced technologies such as robotics and automation to address labor shortages in the agricultural sector. Farmers leverage precision farming techniques and data analytics to enhance productivity and sustainability. The government actively promotes smart agriculture initiatives that encourage the adoption of digital solutions. Additionally, Japan is seeing a rise in collaborations between agricultural cooperatives and tech companies, fostering innovation and improving the efficiency of farming practices. This focus on modernization is transforming Japan's agricultural landscape.

Features of the Global Digital Agriculture Market

Market Size Estimates: Digital agriculture market size estimation in terms of value ($B).

Trend and Forecast Analysis: Market trends (2019 to 2024) and forecast (2025 to 2031) by various segments and regions.

Segmentation Analysis: Digital agriculture market size by various segments, such as by type, operation, offering, technology, and region in terms of value ($B).

Regional Analysis: Digital agriculture market breakdown by North America, Europe, Asia Pacific, and Rest of the World.

Growth Opportunities: Analysis of growth opportunities in different types, operations, offerings, technology, and regions for the digital agriculture market.

Strategic Analysis: This includes M&A, new product development, and the competitive landscape of the digital agriculture market.

Analysis of competitive intensity of the industry based on Porter's Five Forces model.

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This report answers the following 11 key questions:

• Q.1. What are some of the most promising, high-growth opportunities for the digital agriculture market by type (hardware, software, and service), operation (farming & feeding, monitoring & scouting, and marketing & demand generation), offering (advisory services, precision agriculture & farm management, quality management & traceability, digital procurement, agri e-commerce, and financial services), technology (peripheral technologies and core technologies), and region (North America, Europe, Asia Pacific, and the Rest of the World)?
• Q.2. Which segments will grow at a faster pace and why?
• Q.3. Which region will grow at a faster pace and why?
• Q.4. What are the key factors affecting market dynamics? What are the key challenges and business risks in this market?
• Q.5. What are the business risks and competitive threats in this market?
• Q.6. What are the emerging trends in this market and the reasons behind them?
• Q.7. What are some of the changing demands of customers in the market?
• Q.8. What are the new developments in the market? Which companies are leading these developments?
• Q.9. Who are the major players in this market? What strategic initiatives are key players pursuing for business growth?
• Q.10. What are some of the competing products in this market and how big of a threat do they pose for loss of market share by material or product substitution?
• Q.11. What M&A activity has occurred in the last 5 years and what has its impact been on the industry?

Table of Contents

1. Executive Summary

2. Global Digital Agriculture Market : Market Dynamics

• 2.1: Introduction, Background, and Classifications
• 2.2: Supply Chain
• 2.3: Industry Drivers and Challenges

3. Market Trends and Forecast Analysis from 2019 to 2031

• 3.1. Macroeconomic Trends (2019-2024) and Forecast (2025-2031)
• 3.2. Global Digital Agriculture Market Trends (2019-2024) and Forecast (2025-2031)
• 3.3: Global Digital Agriculture Market by Type
  • 3.3.1: Hardware
  • 3.3.2: Software
  • 3.3.3: Service
• 3.4: Global Digital Agriculture Market by Operation
  • 3.4.1: Farming & Feeding
  • 3.4.2: Monitoring & Scouting
  • 3.4.3: Marketing & Demand Generation
• 3.5: Global Digital Agriculture Market by Offering
  • 3.5.1: Advisory Services
  • 3.5.2: Precision Agriculture & Farm Management
  • 3.5.3: Quality Management & Traceability
  • 3.5.4: Digital Procurement
  • 3.5.5: Agri E-commerce
  • 3.5.6: Financial Services
• 3.6: Global Digital Agriculture Market by Technology
  • 3.6.1: Peripheral Technologies
  • 3.6.2: Core Technologies

4. Market Trends and Forecast Analysis by Region from 2019 to 2031

• 4.1: Global Digital Agriculture Market by Region
• 4.2: North American Digital Agriculture Market
  • 4.2.1: North American Digital Agriculture Market by Operation: Farming & Feeding, Monitoring & Scouting, and Marketing & Demand Generation
  • 4.2.2: North American Digital Agriculture Market by Offering: Advisory Services, Precision Agriculture & Farm Management, Quality Management & Traceability, Digital Procurement, Agri E-commerce, and Financial Services
• 4.3: European Digital Agriculture Market
  • 4.3.1: European Digital Agriculture Market by Operation: Farming & Feeding, Monitoring & Scouting, and Marketing & Demand Generation
  • 4.3.2: European Digital Agriculture Market by Offering: Advisory Services, Precision Agriculture & Farm Management, Quality Management & Traceability, Digital Procurement, Agri E-commerce, and Financial Services
• 4.4: APAC Digital Agriculture Market
  • 4.4.1: APAC Digital Agriculture Market by Operation: Farming & Feeding, Monitoring & Scouting, and Marketing & Demand Generation
  • 4.4.2: APAC Digital Agriculture Market by Offering: Advisory Services, Precision Agriculture & Farm Management, Quality Management & Traceability, Digital Procurement, Agri E-commerce, and Financial Services
• 4.5: ROW Digital Agriculture Market
  • 4.5.1: ROW Digital Agriculture Market by Operation: Farming & Feeding, Monitoring & Scouting, and Marketing & Demand Generation
  • 4.5.2: ROW Digital Agriculture Market by Offering: Advisory Services, Precision Agriculture & Farm Management, Quality Management & Traceability, Digital Procurement, Agri E-commerce, and Financial Services

5. Competitor Analysis

• 5.1: Product Portfolio Analysis
• 5.2: Operational Integration
• 5.3: Porter's Five Forces Analysis

6. Growth Opportunities and Strategic Analysis

• 6.1: Growth Opportunity Analysis
  • 6.1.1: Growth Opportunities for the Global Digital Agriculture Market by Type
  • 6.1.2: Growth Opportunities for the Global Digital Agriculture Market by Operation
  • 6.1.3: Growth Opportunities for the Global Digital Agriculture Market by Offering
  • 6.1.4: Growth Opportunities for the Global Digital Agriculture Market by Technology
  • 6.1.5: Growth Opportunities for the Global Digital Agriculture Market by Region
• 6.2: Emerging Trends in the Global Digital Agriculture Market
• 6.3: Strategic Analysis
  • 6.3.1: New Product Development
  • 6.3.2: Capacity Expansion of the Global Digital Agriculture Market
  • 6.3.3: Mergers, Acquisitions, and Joint Ventures in the Global Digital Agriculture Market
  • 6.3.4: Certification and Licensing

7. Company Profiles of Leading Players

• 7.1: CISCO Systems
• 7.2: IBM Corporation
• 7.3: Accenture
• 7.4: Deere & Company
• 7.5: Trimble
• 7.6: DeLaval
• 7.7: AKVA Group
• 7.8: Hexagon
• 7.9: DJI
• 7.10: Epicor Software Corporation