Smart Crop Monitoring Market – A Global and Regional Analysis: Focus on Product and Application, Supply Chain Analysis, and Country Analysis – Analysis and Forecast, 2022-2027

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The global smart crop monitoring market was valued at $1,927.83 million in 2021, which is expected to grow with a CAGR of 12.75% and reach $3,955.39 million by 2027.

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Description

Global Smart Crop Monitoring Market Industry Overview

The global smart crop monitoring market was valued at $1,927.83 million in 2021, which is expected to grow with a CAGR of 12.75% and reach $3,955.39 million by 2027. The growth in the global smart crop monitoring market is expected to be driven by increasing demand for food and the growing need for precision, digital, and smart agriculture practices.

Market Lifecycle Stage

The smart crop monitoring market is still in an evolving phase. Increased research and development activities are underway to develop smart crop monitoring technologies and products, which are expected to increase due to the increased demand for food and the need for automation in the agriculture sector.

Increasing investment in smart agriculture is one of the major opportunities in the global smart crop monitoring market. Moreover, smart crop monitoring technologies also help in reducing crop losses due to crop diseases and harsh climatic conditions, which aid the farmers in increasing crop quality and quantity.

Impact

• With an increased worldwide focus on achieving the global food demand, the shift to digital, smart, and data-driven products in the agriculture sectors brings significant sales and financing opportunities. The shift is more prominent in automation and robotics segments in regions such as North America and Europe.
• Furthermore, smart crop monitoring has a moderate to high impact on crop protection systems to reduce crop losses due to crop diseases and pest infestations.

Impact of COVID-19

In the wake of the pandemic, labor shortages have caused disruptions in the agricultural processes, thereby leading every country to re-emphasize food security and increase domestic food production. With an aim to solve labor shortages, the increased application of automated technologies such as sensors, data analytics, variable-rate technology, and others have been introduced in the production system. Each country continued to promote policies on increasing the adoption of smart crop monitoring techniques, which have proved to be the appropriate solution.

Market Segmentation:

Segmentation 1: by Application
• Soil Monitoring
• Weather Forecasting
• Yield Monitoring
• Crop Protection
• Others

The global smart crop monitoring market in the application segment is expected to be dominated by crop protection technologies. This is due to smart crop monitoring being a highly beneficial methodology to decrease crop losses due to crop diseases, pest infestations, and harsh climatic conditions.

Segmentation 2: by Type
• Hardware
• Software
• Services

The global smart crop monitoring market is slightly more dominated by the services segment. This is due to the wide variety of services in the form of advisories and consultations, and rental equipment results in the higher adoption and usage by the end users globally.

Segmentation 3: by Technology
• Sensing and Imagery
• Automation and Robotics
• Variable-Rate Technology (VRT)
• Guidance Technology

The automation and robotics segment dominates the global smart crop monitoring market due to the higher adoption of products such as robots, drones, and unmanned aerial vehicles (UAV).

Segmentation 4: by Region
• North America – U.S., Canada, and Mexico
• Europe – Italy, Germany, Spain, France, and Rest-of-Europe
• China
• U.K.
• Asia-Pacific – Japan, India, Australia, and Rest-of-Asia-Pacific
• Middle East and Africa – Saudi Arabia, South Africa
• South America – Brazil, Argentina, Rest-of-South America

North America generated the highest revenue of $701.88 million in 2021, which is attributed to the R&D advancements and supporting government regulations in the region. Europe is an attractive region for the smart crop monitoring market because of the availability of the different market fragments.

Recent Developments in Global Smart Crop Monitoring Market

• In February 2022, Airbus S.A.S and Intelinair partnered to provide Airbus S.A.S’ accurate and satellite-based imagery data to Intelinair’s platform, AGMRI, which is an AI-based crop analytics platform. This would aid in providing farmers with accurate images and data of their fields throughout the crop production cycle.
• In January 2022, iTree Consulting & Services and AGRIVI partnered to bring digital agriculture solutions to farmers and agri-food value chain stakeholders in Mexico.
• In May 2021, AGCO Corporation collaborated with Robert Bosch GmbH, BASF Digital Farming GmbH, and Raven Industries Inc. to innovate and develop precision spraying and variable-rate technologies in the agricultural fields. The collaboration is aimed to make crop protection products more efficient by reducing input costs.
• In March 2021, MAM and Kubota Corporation partnered, aiming to provide agricultural equipment, services, and solutions to Japan.
• In March 2021, CNH Industrial N.V. partnered with ML6 to help transfer an algorithm to a multi-faceted camera. ML6 helped economize and optimize the algorithm and help get it implanted by working with the camera provider, CNH Industrial N.V.

Demand – Drivers and Limitations

Following are the demand drivers for the smart crop monitoring market:

• Need to Reduce Crop Losses
• Higher Yields as Compared to Conventional farming
• Government Support and Initiatives for Smart Crop Monitoring Equipment

The market is expected to face some limitations too due to the following challenges:

• Cyber and Online Data Security
• Lack of Connectivity and Technical Awareness
• High Set-Up Costs

How Can This Report Add Value to an Organization?

Product/Innovation Strategy: The product segment helps the reader understand the different types of smart crop monitoring technologies available for deployment in the agriculture sector and their potential globally. Moreover, the study provides the reader with a detailed understanding of different smart crop monitoring products by application (soil monitoring, weather forecasting, yield monitoring, crop protection, and others), by types (hardware, software, and services), and by technology (sensing and imagery, automation and robotics, variable-rate technology, and guidance technology). Crops produced by the utilization of smart crop monitoring technologies generate higher revenues when compared to conventional equipment.

Growth/Marketing Strategy: The global smart crop monitoring market has seen major development by key players operating in the market, such as business expansion, partnership, collaboration, and joint venture. The favored strategy for the companies has been product partnerships, joint ventures, and product launches to strengthen their position in the smart crop monitoring market. For instance, in December 2021, Ceres Imaging announced to offer new soil moisture probes as part of its precision irrigation subscription service to farmers in California.

Competitive Strategy: Key players in the global smart crop protection market analyzed and profiled in the study involve smart crop monitoring manufacturers that provide different products. Moreover, a detailed competitive benchmarking of the players operating in the global smart crop monitoring market has been done to help the reader understand how players stack against each other, presenting a clear market landscape. Additionally, comprehensive competitive strategies such as partnerships, agreements, and collaborations will aid the reader in understanding the untapped revenue pockets in the market.

Key Market Players and Competition Synopsis

The companies that are profiled have been selected based on inputs gathered from primary experts and analyzing company coverage, product portfolio, and market penetration.

The top segment players leading the market include variable-rate technology (VRT) and automation and robotics, which capture around 52% of the presence in the market. Players in other technologies, such as sensing and imagery and guidance technology, account for approximately 48% of the presence in the market, as of 2021.

Some of the prominent names established in this market are:

Company Type 1: Sensing and Imagery
• Ceres Imaging
• CNH Industrial N.V.
• CropIn Technology Solutions Private Limited
• Deere & Company
• PrecisionHawk, Inc.
• Prospera Technologies
• Climate LLC

Company Type 2: Automation and Robotics
• Kubota Corporation
• Raven Industries Inc.
• Robert Bosch GmbH
• Small Robot Company
• Trimble Inc.

Company Type 3: Guidance Technology
• AGRIVI
• Airbus
• Alibaba Group Holding Limited
• IBM Corporation
• Microsoft Corporation

Company Type 4: Variable-Rate Technology (VRT)
• AGCO Corporation
• CLAAS KGaA mbH
• Granular, Inc.

Additional information

Publisher

Geography Covered

Date Published

Pages

Format

Base Year

2022

Base Market Size

$2, 170.74 Million in 2022

Currency

USD

Forecast Year

2027

Market Size Forecast

$3, 955.39 Million by 2027

CAGR

12.75%

Table of Contents

1 Market
1.1 Industry Outlook
1.1.1 Market Definition
1.1.2 Ongoing Trends
1.1.2.1 Internet of Things (IoT) and Artificial Intelligence (AI)-Based Transformation in Agricultural Value Chain
1.1.2.2 Demand for Farm Operation Optimization
1.1.3 Ecosystem/Ongoing Programs
1.1.3.1 Consortiums and Associations
1.1.3.2 Regulatory Bodies
1.1.3.3 Government Initiatives
1.2 Business Dynamics
1.2.1 Business Drivers
1.2.1.1 Need to Reduce Crop Losses
1.2.1.2 Higher Yields as Compared to Conventional farming
1.2.1.3 Government Support and Initiatives for Smart Crop Monitoring Equipment
1.2.2 Business Challenges
1.2.2.1 Cyber and Online Data Security
1.2.2.2 Lack of Connectivity and Technical Awareness
1.2.2.3 High Set-Up Costs
1.2.3 Market Strategies and Developments
1.2.3.1 Business Strategies
1.2.3.1.1 Product Development and Innovation
1.2.3.1.2 Business Expansion
1.2.3.2 Corporate Strategies
1.2.3.2.1 Merger and Acquisition
1.2.3.2.2 Partnership, Collaboration, Joint Venture, and Alliance
1.2.3.2.3 Investment
1.2.4 Business Opportunities
1.2.4.1 Increasing Investments in the Smart Agriculture Sector
1.2.4.2 Increased Market Opportunity in Developing Countries
1.2.4.3 Integration with Emerging Technologies
1.2.5 Impact of COVID-19 on the Global Smart Crop Monitoring Market
1.3 Startup Landscape
1.3.1 Key Startups in the Ecosystem
1.3.2 Funding Analysis
1.3.2.1 Major Investors
1.3.2.2 Top Innovations
2 Application
2.1 Global Smart Crop Monitoring Market (by Application)
2.1.1 Weather Forecasting
2.1.2 Yield Monitoring
2.1.3 Soil Monitoring
2.1.4 Crop Protection
2.1.5 Others
2.2 Demand Analysis of Smart Crop Monitoring (by Application)
3 Product
3.1 Global Smart Crop Monitoring Market (by Product)
3.1.1 Global Smart Crop Monitoring Market (by Type)
3.1.1.1 Hardware
3.1.1.1.1 Sensors
3.1.1.1.2 Equipment
3.1.1.1.3 Robots and Drones
3.1.1.2 Software
3.1.1.2.1 On-Cloud Solutions
3.1.1.2.2 On-Premises Solutions
3.1.1.3 Services
3.1.1.3.1 Software-as-a-Service
3.1.1.3.2 Equipment-as-a-Service
3.1.1.3.3 General Advisory and Consultation
3.1.1.3.4 Crop-Specific Services
3.1.2 Global Smart Crop Monitoring Market (by Technology)
3.1.2.1 Sensing and Imagery
3.1.2.2 Variable-Rate Technology (VRT)
3.1.2.3 Automation and Robotics
3.1.2.4 Guidance Technology
3.2 Demand Analysis of Smart Crop Monitoring (by Product)
3.2.1 Global Smart Crop Monitoring Market (by Type)
3.2.2 Global Smart Crop Monitoring Market (by Technology)
3.3 Supply Chain Analysis
3.4 Patent Analysis
3.4.1 Patent Analysis (by Status)
3.4.2 Patent Analysis (by Inventor Type)
3.4.3 Patents Analysis (by Patent Office)
4 Region
4.1 North America
4.1.1 Markets
4.1.1.1 Key Smart Crop Monitoring Operators in North America
4.1.1.2 Business Drivers
4.1.1.3 Business Challenges
4.1.2 Application
4.1.2.1 North America Smart Crop Monitoring Market (by Application)
4.1.3 Product
4.1.3.1 North America Smart Crop Monitoring Market (by Type)
4.1.3.1.1 North America Smart Crop Monitoring Market (by Hardware)
4.1.3.1.2 North America Smart Crop Monitoring Market (by Software)
4.1.3.1.3 North America Smart Crop Monitoring Market (by Service)
4.1.3.2 North America Smart Crop Monitoring Market (by Technology)
4.1.4 North America (by Country)
4.1.4.1 The U.S.
4.1.4.1.1 Markets
4.1.4.1.1.1 Buyer Attributes
4.1.4.1.1.2 Key Smart Crop Monitoring Operators in the U.S.
4.1.4.1.1.3 Business Challenges
4.1.4.1.1.4 Business Drivers
4.1.4.1.2 Product
4.1.4.1.2.1 U.S. Smart Crop Monitoring Market (by Type)
4.1.4.2 Canada
4.1.4.2.1 Markets
4.1.4.2.1.1 Buyer Attributes
4.1.4.2.1.2 Key Smart Crop Monitoring Operators in Canada
4.1.4.2.1.3 Business Challenges
4.1.4.2.1.4 Business Drivers
4.1.4.2.2 Product
4.1.4.2.2.1 Canada Smart Crop Monitoring Market (by Type)
4.1.4.3 Mexico
4.1.4.3.1 Markets
4.1.4.3.1.1 Buyer Attributes
4.1.4.3.1.2 Key Smart Crop Monitoring Operators in Mexico
4.1.4.3.1.3 Business Challenges
4.1.4.3.1.4 Business Drivers
4.1.4.3.2 Product
4.1.4.3.2.1 Mexico Smart Crop Monitoring Market (by Type)
4.2 South America
4.2.1 Markets
4.2.1.1 Key Smart Crop Monitoring Operators in South America
4.2.1.2 Business Drivers
4.2.1.3 Business Challenges
4.2.2 Application
4.2.2.1 South America Smart Crop Monitoring Market (by Application)
4.2.3 Product
4.2.3.1 South America Smart Crop Monitoring Market (by Type)
4.2.3.1.1 South America Smart Crop Monitoring Market (by Hardware)
4.2.3.1.2 South America Smart Crop Monitoring Market (by Software)
4.2.3.1.3 South America Smart Crop Monitoring Market (by Service)
4.2.3.2 South America Smart Crop Monitoring Market (by Technology)
4.2.4 South America (by Country)
4.2.4.1 Brazil
4.2.4.1.1 Market
4.2.4.1.1.1 Buyer Attributes
4.2.4.1.1.2 Key Smart Crop Monitoring Operators in Brazil
4.2.4.1.1.3 Business Challenges
4.2.4.1.1.4 Business Drivers
4.2.4.1.2 Product
4.2.4.1.2.1 Brazil Smart Crop Monitoring Market (by Type)
4.2.4.2 Argentina
4.2.4.2.1 Market
4.2.4.2.1.1 Buyer Attributes
4.2.4.2.1.2 Key Smart Crop Monitoring Operators in Argentina
4.2.4.2.1.3 Business Challenges
4.2.4.2.1.4 Business Drivers
4.2.4.2.2 Product
4.2.4.2.2.1 Argentina Smart Crop Monitoring Market (by Type)
4.2.4.3 Rest-of-South America
4.2.4.3.1 Market
4.2.4.3.1.1 Buyer Attributes
4.2.4.3.1.2 Key Smart Crop Monitoring Operators in Rest-of-South America
4.2.4.3.1.3 Business Challenges
4.2.4.3.1.4 Business Drivers
4.2.4.3.2 Product
4.2.4.3.2.1 Rest-of-South America Smart Crop Monitoring Market (by Type)
4.3 Europe
4.3.1 Markets
4.3.1.1 Key Smart Crop Monitoring Operators in Europe
4.3.1.2 Business Drivers
4.3.1.3 Business Challenges
4.3.2 Application
4.3.2.1 Europe Smart Crop Monitoring Market (by Application)
4.3.3 Product
4.3.3.1 Europe Smart Crop Monitoring Market (by Type)
4.3.3.1.1 Europe Smart Crop Monitoring Market (by Hardware)
4.3.3.1.2 Europe Smart Crop Monitoring Market (by Software)
4.3.3.1.3 Europe Smart Crop Monitoring Market (by Service)
4.3.3.2 Europe Smart Crop Monitoring Market (by Technology)
4.3.4 Europe (by Country)
4.3.4.1 Germany
4.3.4.1.1 Markets
4.3.4.1.1.1 Buyer Attributes
4.3.4.1.1.2 Key Smart Crop Monitoring Operators in Germany
4.3.4.1.1.3 Business Challenges
4.3.4.1.1.4 Business Drivers
4.3.4.1.2 Product
4.3.4.1.2.1 Germany Smart Crop Monitoring Market (by Type)
4.3.4.2 France
4.3.4.2.1 Markets
4.3.4.2.1.1 Buyer Attributes
4.3.4.2.1.2 Key Smart Crop Monitoring Operators in France
4.3.4.2.1.3 Business Challenges
4.3.4.2.1.4 Business Drivers
4.3.4.2.2 Product
4.3.4.2.2.1 France Smart Crop Monitoring Market (by Type)
4.3.4.3 Spain
4.3.4.3.1 Markets
4.3.4.3.1.1 Buyer Attributes
4.3.4.3.1.2 Key Smart Crop Monitoring Operators in Spain
4.3.4.3.1.3 Business Challenges
4.3.4.3.1.4 Business Drivers
4.3.4.3.2 Product
4.3.4.3.2.1 Spain Smart Crop Monitoring Market (by Type)
4.3.4.4 Italy
4.3.4.4.1 Market
4.3.4.4.1.1 Buyer Attributes
4.3.4.4.1.2 Key Smart Crop Monitoring Operators in Italy
4.3.4.4.1.3 Business Challenges
4.3.4.4.1.4 Business Drivers
4.3.4.4.2 Product
4.3.4.4.2.1 Italy Smart Crop Monitoring Market (by Type)
4.3.4.5 Rest-of-Europe
4.3.4.5.1 Market
4.3.4.5.1.1 Buyer Attributes
4.3.4.5.1.2 Key Smart Crop Monitoring Operators in Rest-of-Europe
4.3.4.5.1.3 Business Challenges
4.3.4.5.1.4 Business Drivers
4.3.4.5.2 Product
4.3.4.5.2.1 Rest-of-Europe Smart Crop Monitoring Market (by Type)
4.4 U.K.
4.4.1 Markets
4.4.1.1 Buyer Attributes
4.4.1.2 Key Smart Crop Monitoring Operators in the U.K.
4.4.1.3 Business Challenges
4.4.1.4 Business Drivers
4.4.2 Application
4.4.2.1 U.K. Smart Crop Monitoring Market (by Application)
4.4.3 Product
4.4.3.1 U.K. Smart Crop Monitoring Market (by Type)
4.4.3.2 U.K. Smart Crop Monitoring Market (by Technology)
4.5 Middle East and Africa
4.5.1 Markets
4.5.1.1 Key Smart Crop Monitoring Operators in the Middle East and Africa
4.5.1.2 Business Drivers
4.5.1.3 Business Challenges
4.5.2 Application
4.5.2.1 Middle East and Africa Smart Crop Monitoring Market (by Application)
4.5.3 Product
4.5.3.1 Middle East and Africa Smart Crop Monitoring Market (by Type)
4.5.3.1.1 Middle East and Africa Smart Crop Monitoring Market (by Hardware)
4.5.3.1.2 Middle East and Africa Smart Crop Monitoring Market (by Software)
4.5.3.1.3 Middle East and Africa Smart Crop Monitoring Market (by Service)
4.5.3.2 Middle East and Africa Smart Crop Monitoring Market (by Technology)
4.5.4 Middle East and Africa (by Country)
4.5.4.1 Middle East
4.5.4.1.1 Saudi Arabia
4.5.4.1.1.1 Market
4.5.4.1.1.1.1 Buyer Attributes
4.5.4.1.1.1.2 Key Smart Crop Monitoring Operators in Saudi Arabia
4.5.4.1.1.1.3 Business Drivers
4.5.4.1.1.1.4 Business Challenges
4.5.4.1.1.2 Product
4.5.4.1.1.2.1 Middle East Smart Crop Monitoring Market (by Type)
4.5.4.2 Africa
4.5.4.2.1 South Africa
4.5.4.2.1.1 Market
4.5.4.2.1.1.1 Buyer Attributes
4.5.4.2.1.1.2 Key Smart Crop Monitoring Operators in South Africa
4.5.4.2.1.1.3 Business Challenges
4.5.4.2.1.1.4 Business Drivers
4.5.4.2.1.2 Product
4.5.4.2.1.2.1 Africa Smart Crop Monitoring Market (by Type)
4.6 China
4.6.1 Markets
4.6.1.1 Buyer Attributes
4.6.1.2 Key Smart Crop Monitoring Operators in China
4.6.1.3 Business Challenges
4.6.1.4 Business Drivers
4.6.2 Application
4.6.2.1 China Smart Crop Monitoring Market (by Application)
4.6.3 Product
4.6.3.1 China Smart Crop Monitoring Market (by Type)
4.6.3.2 China Smart Crop Monitoring Market (by Technology)
4.7 Asia-Pacific
4.7.1 Markets
4.7.1.1 Key Smart Crop Monitoring Operators in Asia-Pacific
4.7.1.2 Business Drivers
4.7.1.3 Business Challenges
4.7.2 Application
4.7.2.1 Asia-Pacific Smart Crop Monitoring Market (by Application)
4.7.3 Product
4.7.3.1 Asia-Pacific Smart Crop Monitoring Market (by Type)
4.7.3.1.1 Asia-Pacific Smart Crop Monitoring Market (by Hardware)
4.7.3.1.2 Asia-Pacific Smart Crop Monitoring Market (by Software)
4.7.3.1.3 Asia-Pacific Smart Crop Monitoring Market (by Service)
4.7.3.2 Asia-Pacific Smart Crop Monitoring Market (by Technology)
4.7.4 Asia-Pacific (by Country)
4.7.4.1 Japan
4.7.4.1.1 Markets
4.7.4.1.1.1 Buyer Attributes
4.7.4.1.1.2 Key Smart Crop Monitoring Operators in Japan
4.7.4.1.1.3 Business Challenges
4.7.4.1.1.4 Business Drivers
4.7.4.1.2 Product
4.7.4.1.2.1 Japan Smart Crop Monitoring Market (by Type)
4.7.4.2 India
4.7.4.2.1 Markets
4.7.4.2.1.1 Buyer Attributes
4.7.4.2.1.2 Key Smart Crop Monitoring Operators in India
4.7.4.2.1.3 Business Challenges
4.7.4.2.1.4 Business Drivers
4.7.4.2.2 Product
4.7.4.2.2.1 India Smart Crop Monitoring Market (by Type)
4.7.4.3 Australia
4.7.4.3.1 Markets
4.7.4.3.1.1 Buyer Attributes
4.7.4.3.1.2 Key Smart Crop Monitoring Operators in Australia
4.7.4.3.1.3 Business Challenges
4.7.4.3.1.4 Business Drivers
4.7.4.3.2 Product
4.7.4.3.2.1 Australia Smart Crop Monitoring Market (by Type)
4.7.4.4 Rest-of-Asia-Pacific
4.7.4.4.1 Markets
4.7.4.4.1.1 Buyer Attributes
4.7.4.4.1.2 Key Smart Crop Monitoring Operators in Rest-of-Asia-Pacific
4.7.4.4.1.3 Business Challenges
4.7.4.4.1.4 Business Drivers
4.7.4.4.2 Product
4.7.4.4.2.1 Rest-of-Asia-Pacific Smart Crop Monitoring Market (by Type)
5 Market – Competitive Benchmarking & Company Profiles
5.1 Competitive Benchmarking
5.2 Company Profiles
5.2.1 Sensing and Imagery
5.2.1.1 Ceres Imaging
5.2.1.1.1 Company Overview
5.2.1.1.1.1 Role of Ceres Imaging in the Global Smart Crop Monitoring Market
5.2.1.1.1.2 Service Portfolio
5.2.1.1.2 Business Strategies
5.2.1.1.2.1 Market Development
5.2.1.1.2.2 Product Development
5.2.1.1.3 Corporate Strategies
5.2.1.1.3.1 Partnerships, Collaborations, Joint Ventures, and Alliances
5.2.1.1.4 Analyst View
5.2.1.2 CNH Industrial N.V.
5.2.1.2.1 Company Overview
5.2.1.2.1.1 Role of CNH Industrial N.V. in the Global Smart Crop Monitoring Market
5.2.1.2.1.2 Service Portfolio
5.2.1.2.2 Business Strategies
5.2.1.2.2.1 Market Development
5.2.1.2.2.2 Product Development
5.2.1.2.3 Corporate Strategies
5.2.1.2.3.1 Partnerships, Collaborations, Joint Ventures, and Alliances
5.2.1.2.3.2 Merger and Acquisition
5.2.1.2.4 Analyst View
5.2.1.3 CropIn Technology Solutions Private Limited
5.2.1.3.1 Company Overview
5.2.1.3.1.1 Role of CropIn Technology Solutions Private Limited in the Global Smart Crop Monitoring Market
5.2.1.3.1.2 Service Portfolio
5.2.1.3.2 Business Strategies
5.2.1.3.2.1 Market Development
5.2.1.3.3 Corporate Strategies
5.2.1.3.3.1 Partnerships, Collaborations, Joint Ventures, and Alliances
5.2.1.3.4 Analyst View
5.2.1.4 Deere & Company
5.2.1.4.1 Company Overview
5.2.1.4.1.1 Role of Deere & Company in the Global Smart Crop Monitoring Market
5.2.1.4.1.2 Product Portfolio
5.2.1.4.2 Business Strategies
5.2.1.4.2.1 Market Development
5.2.1.4.2.2 Product Development
5.2.1.4.3 Corporate Strategies
5.2.1.4.3.1 Partnerships, Collaborations, Joint Ventures, and Alliances
5.2.1.4.3.2 Merger and Acquisition
5.2.1.4.4 Analyst View
5.2.1.5 PrecisionHawk, Inc.
5.2.1.5.1 Company Overview
5.2.1.5.1.1 Role of PrecisionHawk, Inc. in the Global Smart Crop Monitoring Market
5.2.1.5.1.2 Service Portfolio
5.2.1.5.2 Corporate Strategies
5.2.1.5.2.1 Partnerships, Collaborations, Joint Ventures, and Alliances
5.2.1.5.3 Analyst View
5.2.1.6 Prospera Technologies
5.2.1.6.1 Company Overview
5.2.1.6.1.1 Role of Prospera Technologies in the Global Smart Crop Monitoring Market
5.2.1.6.1.2 Service Portfolio
5.2.1.6.1.3 Corporate Strategies
5.2.1.6.2 Analyst View
5.2.1.7 Climate LLC
5.2.1.7.1 Company Overview
5.2.1.7.1.1 Role of Climate LLC in the Global Smart Crop Monitoring Market
5.2.1.7.1.2 Service Portfolio
5.2.1.7.2 Corporate Strategies
5.2.1.7.2.1 Partnerships, Collaborations, Joint Ventures, and Alliances
5.2.1.7.3 Analyst View
5.2.2 Guidance
5.2.2.1 AGRIVI
5.2.2.1.1 Company Overview
5.2.2.1.1.1 Role of AGRIVI in the Global Smart Crop Monitoring Market
5.2.2.1.1.2 Service Portfolio
5.2.2.1.2 Business Strategies
5.2.2.1.2.1 Market Development
5.2.2.1.2.2 Product Development
5.2.2.1.3 Corporate Strategies
5.2.2.1.3.1 Partnership, Collaborations, Joint Ventures, and Alliances
5.2.2.1.3.2 Merger and Acquisition
5.2.2.1.4 Analyst View
5.2.2.2 Airbus
5.2.2.2.1 Company Overview
5.2.2.2.1.1 Role of Airbus in Global Smart Crop Monitoring Market
5.2.2.2.2 Service portfolio
5.2.2.2.3 Business Strategies
5.2.2.2.3.1 Product Development
5.2.2.2.4 Corporate Strategies
5.2.2.2.4.1 Partnerships, Collaborations, Joint Ventures, and Alliances
5.2.2.2.5 Analyst View
5.2.2.3 Alibaba Group Holding Limited
5.2.2.3.1 Company Overview
5.2.2.3.1.1 Role of Alibaba Group Holding Limited in the Global Smart Crop Monitoring Market
5.2.2.3.1.2 Service Portfolio
5.2.2.3.2 Corporate Strategies
5.2.2.3.2.1 Partnerships, Collaborations, Joint Ventures, and Alliances
5.2.2.3.3 Analyst View
5.2.2.4 IBM Corporation
5.2.2.4.1 Company Overview
5.2.2.4.1.1 Role of IBM Corporation in the Global Smart Crop Monitoring Market
5.2.2.4.1.2 Service Portfolio
5.2.2.4.2 Business Strategies
5.2.2.4.2.1 Product Development
5.2.2.4.3 Corporate Strategies
5.2.2.4.3.1 Partnerships, Collaborations, Joint Ventures, and Alliances
5.2.2.4.4 Analyst View
5.2.2.5 Microsoft Corporation
5.2.2.5.1 Company Overview
5.2.2.5.1.1 Role of Microsoft Corporation in the Global Smart Crop Monitoring Market
5.2.2.5.1.2 Service Portfolio
5.2.2.5.2 Business Strategies
5.2.2.5.2.1 Market Development
5.2.2.5.2.2 Product Development
5.2.2.5.3 Corporate Strategies
5.2.2.5.3.1 Partnerships, Collaborations, Joint Ventures, and Alliances
5.2.2.5.4 Analyst View
5.2.3 Automation and Robotics
5.2.3.1 Kubota Corporation
5.2.3.1.1 Company Overview
5.2.3.1.1.1 Role of Kubota Corporation in the Global Smart Crop Monitoring Market
5.2.3.1.1.2 Service portfolio
5.2.3.1.2 Business Strategies
5.2.3.1.2.1 Market Development
5.2.3.1.3 Corporate Strategies
5.2.3.1.3.1 Partnerships, Collaborations, Joint Ventures, and Alliances
5.2.3.1.3.2 Merger and Acquisition
5.2.3.1.4 Analyst View
5.2.3.2 Raven Industries Inc.
5.2.3.2.1 Company Overview
5.2.3.2.1.1 Role of Raven Industries Inc. on the Global Smart Crop Monitoring Market
5.2.3.2.1.2 Service Portfolio
5.2.3.2.2 Business Strategies
5.2.3.2.2.1 Market Development
5.2.3.2.2.2 Product Development
5.2.3.2.3 Corporate Strategies
5.2.3.2.3.1 Merger and Acquisition
5.2.3.2.4 Analyst View
5.2.3.3 Robert Bosch GmbH
5.2.3.3.1 Company Overview
5.2.3.3.1.1 Role of Robert Bosch GmbH in the Global Smart Crop Monitoring Market
5.2.3.3.1.2 Service Portfolio
5.2.3.3.2 Business Strategies
5.2.3.3.2.1 Product Development
5.2.3.3.3 Corporate Strategies
5.2.3.3.3.1 Partnerships, Collaborations, Joint Ventures, and Alliances
5.2.3.3.4 Analyst View
5.2.3.4 Small Robot Company
5.2.3.4.1 Company Overview
5.2.3.4.1.1 Role of Small Robot Company in the Global Smart Crop Monitoring Market
5.2.3.4.1.2 Service Portfolio
5.2.3.4.2 Business Strategies
5.2.3.4.2.1 Product Development
5.2.3.4.3 Analyst View
5.2.3.5 Trimble Inc.
5.2.3.5.1 Company Overview
5.2.3.5.1.1 Role of Trimble Inc. on the Global Smart Crop Monitoring Market
5.2.3.5.1.2 Service Portfolio
5.2.3.5.2 Business Strategies
5.2.3.5.2.1 Market Development
5.2.3.5.2.2 Product Development
5.2.3.5.3 Corporate Strategies
5.2.3.5.3.1 Partnerships, Collaborations, Joint Ventures, and Alliances
5.2.3.5.3.2 Merger and Acquisition
5.2.3.5.4 Analyst View
5.2.4 Variable-Rate Technology (VRT)
5.2.4.1 AGCO Corporation
5.2.4.1.1 Company Overview
5.2.4.1.1.1 Role of AGCO Corporation in the Global Smart Crop Monitoring Market
5.2.4.1.1.2 Product Portfolio
5.2.4.1.2 Business Strategies
5.2.4.1.2.1 Market Development
5.2.4.1.2.2 Product Development
5.2.4.1.3 Corporate Strategies
5.2.4.1.3.1 Partnerships, Collaborations, Joint Ventures, and Alliances
5.2.4.1.3.2 Merger and Acquisition
5.2.4.1.4 Analyst View
5.2.4.2 CLAAS KGaA mbH
5.2.4.2.1 Company Overview
5.2.4.2.1.1 Role of CLAAS KGaA mbH in the Global Smart Crop Monitoring Market
5.2.4.2.1.2 Service Portfolio
5.2.4.2.2 Business Strategies
5.2.4.2.2.1 Market Development
5.2.4.2.2.2 Product Development
5.2.4.2.3 Corporate Strategies
5.2.4.2.3.1 Partnerships, Collaborations, Joint Ventures, and Alliances
5.2.4.2.4 Analyst View
5.2.4.3 Granular, Inc.
5.2.4.3.1 Company Overview
5.2.4.3.1.1 Role of Granular, Inc. in the Global Smart Crop Monitoring Market
5.2.4.3.1.2 Service Portfolio
5.2.4.3.2 Corporate Strategies
5.2.4.3.2.1 Partnerships, Collaborations, Joint Ventures, and Alliances
5.2.4.3.3 Analyst View
6 Research Methodology
6.1 Data Sources
6.1.1 Primary Data Sources
6.1.2 Secondary Data Sources
6.1.3 Data Triangulation
6.2 Market Estimation and Forecast
6.2.1 Factors for Data Prediction and Modeling
List of Figures
Figure 1: Global Smart Crop Monitoring Market, $Billion, 2021-2027
Figure 2: Market Dynamics for Smart Crop Monitoring Market
Figure 3: Smart Crop Monitoring Market (by Application)
Figure 4: Smart Crop Monitoring Market (by Product Technology)
Figure 5: Smart Crop Monitoring Market (by Product Type)
Figure 6: Global Smart Crop Monitoring Market (by Region), $Million, 2021
Figure 7: Global Smart Crop Monitoring Market Coverage
Figure 8: Smart Crop Monitoring Trend
Figure 9: Smart Crop Monitoring Market, Business Dynamics
Figure 10: Crop Yield Losses in India, 2019
Figure 11: Economic Losses to Major Crops Produced in India, 2019
Figure 12: Percentage of Population in Various Countries Affected by Cyber Crime and Data Breach (2020-2021)
Figure 13: Share of Key Market Strategies and Developments, 2018-2022
Figure 14: Product Development and Innovation (by Company), 2018-2022
Figure 15: Business Expansion (by Company), 2018-2022
Figure 16: Merger and Acquisition (by Company), 2018-2022
Figure 17: Partnerships, Collaborations, and Joint Ventures (by Company), 2018-2022
Figure 18: Investments Raised by Various Agri-Tech Startups in India (2010-2019)
Figure 19: Global Smart Crop Monitoring Market (by Application)
Figure 20: Global Smart Crop Monitoring Market (by Product)
Figure 21: Supply Chain Analysis of Global Smart Crop Monitoring Market
Figure 22: Smart Crop Monitoring Patent Trend, 2018-2022
Figure 23: Patent Analysis (by Status), January 2018-May 2022
Figure 24: Patent Analysis (by Status), January 2018-May 2022
Figure 25: Patent Analysis (by Inventor Type), January 2018-May 2022
Figure 26: Patents Analysis (by Patent Office), January 2018-May 2022
Figure 27: Competitive Benchmarking Matrix
Figure 28: Data Triangulation
Figure 29: Top-Down and Bottom-Up Approach
Figure 30: Assumptions and Limitations
List of Tables
Table 1: Key Consortiums and Associations in the Global Smart Crop Monitoring Market
Table 2: Key Regulatory Bodies on the Global Smart Crop Monitoring Market
Table 3: Global Access to Basic Infrastructure
Table 4: Top Investors in Smart Crop Monitoring Market
Table 5: Top Innovations by Key Companies in the Global Smart Crop Monitoring Market
Table 6: Key Weather Forecasting Systems and their Applications
Table 7: Key Yield Monitoring Systems and their Applications
Table 8: Types of Soil Monitoring Systems and their Applications
Table 9: Key Crop Protection Products in Global Smart Crop Monitoring Market
Table 10: Global Smart Crop Monitoring Market (by Application), $Million, 2021-2027
Table 11: Products Pertaining to Smart Crop Monitoring Market
Table 12: Global Smart Crop Monitoring Market (by Type), $Million, 2021-2027
Table 13: Global Smart Crop Monitoring Market (by Hardware), $Million, 2021-2027
Table 14: Global Smart Crop Monitoring Market (by Software), $Million, 2021-2027
Table 15: Global Smart Crop Monitoring Market (by Service), $Million, 2021-2027
Table 16: Global Smart Crop Monitoring Market (by Technology), $Million, 2021-2027
Table 17: Global Smart Crop Monitoring Market (by Region), $Million, 2021-2027
Table 18: North America Smart Crop Monitoring Market (by Application), $Million, 2021-2027
Table 19: North America Smart Crop Monitoring Market (by Type), $Million, 2021-2027
Table 20: North America Smart Crop Monitoring Market (by Hardware), $Million, 2021-2027
Table 21: North America Smart Crop Monitoring Market (by Software), $Million, 2021-2027
Table 22: North America Smart Crop Monitoring Market (by Service), $Million, 2021-2027
Table 23: North America Smart Crop Monitoring Market (by Technology), $Million, 2021-2027
Table 24: U.S. Smart Crop Monitoring Market (by Type), $Million, 2021-2027
Table 25: Canada Smart Crop Monitoring Market (by Type), $Million, 2021-2027
Table 26: Mexico Smart Crop Monitoring Market (by Type), $Million, 2021-2027
Table 27: South America Smart Crop Monitoring Market (by Application), $Million, 2021-2027
Table 28: South America Smart Crop Monitoring Market (by Type), $Million, 2021-2027
Table 29: South America Smart Crop Monitoring Market (by Hardware), $Million, 2021-2027
Table 30: South America Smart Crop Monitoring Market (by Software), $Million, 2021-2027
Table 31: South America Smart Crop Monitoring Market (by Service), $Million, 2021-2027
Table 32: South America Smart Crop Monitoring Market (by Technology), $Million, 2021-2027
Table 33: Brazil Smart Crop Monitoring Market (by Type), $Million, 2021-2027
Table 34: Argentina Smart Crop Monitoring Market (by Type), $Million, 2021-2027
Table 35: Rest-of-South America Smart Crop Monitoring Market (by Type), $Million, 2021-2027
Table 36: Europe Smart Crop Monitoring Market (by Application), $Million, 2021-2027
Table 37: Europe Smart Crop Monitoring Market (by Type), $Million, 2021-2027
Table 38: Europe Smart Crop Monitoring Market (by Hardware), $Million, 2021-2027
Table 39: Europe Smart Crop Monitoring Market (by Software), $Million, 2021-2027
Table 40: Europe Smart Crop Monitoring Market (by Service), $Million, 2021-2027
Table 41: Europe Smart Crop Monitoring Market (by Technology), $Million, 2021-2027
Table 42: Germany Smart Crop Monitoring Market (by Type), $Million, 2021-2027
Table 43: France Smart Crop Monitoring Market (by Type), $Million, 2021-2027
Table 44: Spain Smart Crop Monitoring Market (by Type), $Million, 2021-2027
Table 45: Italy Smart Crop Monitoring Market (by Type), $Million, 2021-2027
Table 46: Rest-of-Europe Smart Crop Monitoring Market (by Type), $Million, 2021-2027
Table 47: U.K. Smart Crop Monitoring Market (by Application), $Million, 2021-2027
Table 48: U.K. Smart Crop Monitoring Market (by Type), $Million, 2021-2027
Table 49: U.K. Smart Crop Monitoring Market (by Technology), $Million, 2021-2027
Table 50: Middle East and Africa Smart Crop Monitoring Market (by Application), $Million, 2021-2027
Table 51: Middle East and Africa Smart Crop Monitoring Market (by Type), $Million, 2021-2027
Table 52: Middle East and Africa Smart Crop Monitoring Market (by Hardware), $Million, 2021-2027
Table 53: Middle East and Africa Smart Crop Monitoring Market (by Software), $Million, 2021-2027
Table 54: Middle East and Africa Smart Crop Monitoring Market (by Service), $Million, 2021-2027
Table 55: Middle East and Africa Smart Crop Monitoring Market (by Technology), $Million, 2021-2027
Table 56: Middle East Smart Crop Monitoring Market (by Type), $Million, 2021-2027
Table 57: Africa Smart Crop Monitoring Market (by Type), $Million, 2021-2027
Table 58: China Smart Crop Monitoring Market (by Application), $Million, 2021-2027
Table 59: China Smart Crop Monitoring Market (by Type), $Million, 2021-2027
Table 60: China Smart Crop Monitoring Market (by Technology), $Million, 2021-2027
Table 61: Asia-Pacific Smart Crop Monitoring Market (by Application), $Million, 2021-2027
Table 62: Asia-Pacific Smart Crop Monitoring Market (by Type), $Million, 2021-2027
Table 63: Asia-Pacific Smart Crop Monitoring Market (by Hardware), $Million, 2021-2027
Table 64: Asia-Pacific Smart Crop Monitoring Market (by Software), $Million, 2021-2027
Table 65: Asia-Pacific Smart Crop Monitoring Market (by Service), $Million, 2021-2027
Table 66: Asia-Pacific Smart Crop Monitoring Market (by Technology), $Million, 2021-2027
Table 67: Japan Smart Crop Monitoring Market (by Type), $Million, 2021-2027
Table 68: India Smart Crop Monitoring Market (by Type), $Million, 2021-2027
Table 69: Australia Smart Crop Monitoring Market (by Type), $Million, 2021-2027
Table 70: Rest-of-Asia-Pacific Smart Crop Monitoring Market (by Type), $Million, 2021-2027
Table 71: Ceres Imaging: Service Portfolio
Table 72: Ceres Imaging: Market Development
Table 73: Ceres Imaging: Product Development
Table 74: Ceres Imaging: Partnerships, Collaborations, Joint Ventures, and Alliances
Table 75: CNH Industrial N.V.: Service Portfolio
Table 76: CNH Industrial N.V.: Market Development
Table 77: CNH Industrial N.V.: Product Development
Table 78: CNH Industrial N.V.: Partnerships, Collaborations, Joint Ventures, and Alliances
Table 79: CNH Industrial N.V.: Merger and Acquisition
Table 80: CropIn Technology Solutions Private Limited: Service Portfolio
Table 81: CropIn Technology Solutions Private Limited: Market Development
Table 82: CropIn Technology Solutions Private Limited.: Partnerships, Collaborations, Joint Ventures, and Alliances
Table 83: Deere & Company: Product Portfolio
Table 84: Deere & Company: Market Development
Table 85: Deere & Company: Product Development
Table 86: Deere & Company: Partnerships, Collaborations, Joint Ventures, and Alliances
Table 87: Deere & Company: Merger and Acquisition
Table 88: PrecisionHawk, Inc.: Service Portfolio
Table 89: PrecisionHawk, Inc.: Partnerships, Joint Ventures, Collaborations, and Alliances
Table 90: Prospera Technologies: Service Portfolio
Table 91: Partnerships, Collaborations, Joint Ventures, and Alliances
Table 92: Climate LLC: Service Portfolio
Table 93: Climate LLC: Partnerships, Collaborations, Joint Ventures, and Alliances
Table 94: AGRIVI: Service Portfolio
Table 95: AGRIVI: Market Development
Table 96: AGRIVI: Product Development
Table 97: AGRIVI: Partnership, Collaboration, Joint Ventures, and Alliances
Table 98: AGRIVI: Merger and Acquisition
Table 99: Airbus: Service portfolio
Table 100: Airbus: Product Development
Table 101: Airbus: Partnerships, Collaborations, Joint Ventures, and Alliances
Table 102: Alibaba Group Holding Limited: Service Portfolio
Table 103: Alibaba Group Holding Limited: Partnerships, Collaborations, Joint Ventures, and Alliances
Table 104: IBM Corporation: Service Portfolio
Table 105: IBM Corporation: Product Development
Table 106: IBM Corporation: Partnerships, Joint Ventures, Collaborations, and Alliances
Table 107: Microsoft Corporation: Service Portfolio
Table 108: Microsoft Corporation: Market Development
Table 109: Microsoft Corporation: Product Development
Table 110: Microsoft Corporation: Partnerships, Joint Ventures, Collaborations, and Alliances
Table 111: Kubota Corporation: Service portfolio
Table 112: Kubota Corporation: Market Development
Table 113: Kubota Corporation: Partnerships, Collaborations, Joint Ventures, and Alliances
Table 114: Kubota Corporation: Merger and Acquisition
Table 115: Raven Industries Inc.: Service Portfolio
Table 116: Raven Industries Inc.: Market Development
Table 117: Raven Industries Inc.: Product Development
Table 118: Raven Industries Inc.: Merger and Acquisition
Table 119: Robert Bosch GmbH: Service Portfolio
Table 120: Robert Bosch GmbH: Product Development
Table 121: Robert Bosch GmbH: Partnerships, Joint Ventures, Collaborations, and Alliances
Table 122: Small Robot Company: Service Portfolio
Table 123: Small Robot Company: Product Development
Table 124: Trimble Inc.: Service Portfolio
Table 125: Trimble Inc.: Market Development
Table 126: Trimble Inc.: Product Development
Table 127: Trimble Inc.: Partnerships, Collaborations, Joint Ventures, and Alliances
Table 128: Trimble Inc.: Merger and Acquisition
Table 129: AGCO Corporation: Product Portfolio
Table 130: AGCO Corporation: Market Development
Table 131: AGCO Corporation: Product Development
Table 132: AGCO Corporation: Partnerships, Collaborations, Joint Ventures, and Alliances
Table 133: AGCO Corporation: Merger and Acquisition
Table 134: CLAAS KGaA mbH: Service Portfolio
Table 135: CLAAS KGaA mbH: Market Development
Table 136: CLAAS KGaA mbH: Product Development
Table 137: CLAAS KGaA mbH: Partnerships, Collaborations, Joint Ventures, and Alliances
Table 138: Granular, Inc.: Service Portfolio
Table 139: Granular, Inc.: Partnerships, Collaborations, Joint Ventures, and Alliances

Companies Mentioned

Ceres Imaging
CNH Industrial N.V.
CropIn Technology Solutions Private Limited
Deere & Company
PrecisionHawk, Inc.
Prospera Technologies
Climate LLC
AGRIVI
Airbus
Alibaba Group Holding Limited
IBM Corporation
Microsoft Corporation
Kubota Corporation
Raven Industries Inc.
Robert Bosch GmbH
Small Robot Company
Trimble Inc.
AGCO Corporation
CLAAS KGaA mbH
Granular, Inc.

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