PUBLISHER: Stratistics Market Research Consulting | PRODUCT CODE: 1438141
PUBLISHER: Stratistics Market Research Consulting | PRODUCT CODE: 1438141
Connected Agriculture Software Market Forecasts to 2030 - Global Analysis By Type, Deployment Type, Application, End User and By Geography
According to Stratistics MRC, the Global Connected Agriculture Software Market is accounted for $4.63 billion in 2023 and is expected to reach $16.91 billion by 2030 growing at a CAGR of 20.3% during the forecast period. Connected agriculture software integrates technology to enhance efficiency and productivity in farming. It enables farmers to remotely monitor and control various aspects of their operations, such as crop conditions, irrigation, and equipment performance. By leveraging data analytics, sensors, and connectivity, this software provides real-time insights, optimizing resource utilization and decision-making. It facilitates precision farming, reduces waste, and improves overall agricultural sustainability.
According to a survey conducted by Farm Journal Media in February 2022, more than sixty percent of farmers globally are currently utilizing smart phones and tablets and demand for food is increasing at a rate of 2% per year; by 2050, it will be necessary to produce 70% more food than is currently produced.
Market Dynamics:
Driver:
Increasing adoption of IoT and sensor technologies
The integration of connected agriculture software innovations empowers farmers with real-time data, enabling precision farming practices. IoT devices and sensors enhance monitoring capabilities, optimize resource allocation, and facilitate data-driven decision-making, ultimately improving agricultural efficiency and yields. This trend aligns with the industry's evolution towards smart farming, fostering sustainable practices and driving the demand for connected agriculture software solutions.
Restraint:
Lack of technical skills among farmers
The lack of technical skills among farmers in connected agriculture software can be attributed to limited exposure and access to technology education in rural areas. Farmers often face challenges in understanding and leveraging complex software and hardware. This deficiency hampers market growth as farmers struggle to adopt and maximize the benefits of connected agriculture solutions.
Opportunity:
Rising demand for precision farming
Precision farming, driven by advanced technologies and data analytics, allows farmers to optimize resource use, enhance crop yields, and minimize environmental impact. The demand for accurate and real-time information for informed decision-making is increasing, pushing farmers to adopt connected agriculture software solutions. These technologies enable precise monitoring, mapping, and management of agricultural activities, fostering sustainable and efficient farming practices. As a result, the market witnesses a notable growth trajectory driven by the evolving preference for precision-driven approaches in modern agriculture.
Threat:
High initial implementation costs
High initial implementation costs in connected agriculture software arise from the need for specialized hardware, software, and IoT devices. Farmers, particularly small and medium-sized enterprises, may find the upfront expenses prohibitive, hindering widespread adoption. The financial burden includes the acquisition, installation, and maintenance of technology infrastructure. This cost barrier restricts market accessibility, limiting the benefits of connected agriculture solutions to larger or more financially equipped farming entities.
Covid-19 Impact
The covid-19 pandemic has accelerated the adoption of connected agriculture software as farmers seek technology-driven solutions for remote monitoring and management. With disruptions in the supply chain and labor shortages, there is a growing emphasis on digital tools to enhance agricultural efficiency. The market has witnessed increased demand for precision farming, IoT-based solutions, and data analytics to optimize crop yields. Despite initial challenges, the pandemic has underscored the importance of technology in agriculture, driving the growth of the market as the industry embraces digital transformation for sustainable and resilient farming practices.
The cloud-based segment is expected to be the largest during the forecast period
The cloud-based segment is estimated to have a lucrative growth. Cloud-based deployment model allows agricultural data and applications to be stored and accessed remotely, promoting real-time collaboration and information sharing. Cloud-based deployment offers flexibility, cost-effectiveness, and efficient data storage, supporting the adoption of connected agriculture technologies. This approach enables farmers, regardless of location or scale, to leverage advanced software functionalities, contributing to streamlined operations and improved overall productivity in the agricultural sector.
The crop monitoring segment is expected to have the highest CAGR during the forecast period
The crop monitoring segment is anticipated to witness the highest CAGR growth during the forecast period. Connected Agriculture Software plays a pivotal role in crop monitoring applications by providing real-time data on various crop parameters. This technology utilizes IoT devices, sensors, and data analytics to monitor factors such as soil moisture, temperature, and crop health. The technology's ability to offer timely insights into crop conditions positions it as a crucial component in modern agriculture, fostering efficiency and improved decision-making for farmers globally.
Region with largest share:
The connected agriculture software market in the Asia-Pacific region is witnessing robust growth driven by increasing adoption of advanced technologies in agriculture. Countries like India, China, and Australia are embracing precision farming, IoT, and data analytics to enhance productivity and sustainability. The market is poised for significant development, with a focus on tailored solutions to meet the unique agricultural landscape and requirements of the Asia-Pacific region. Rising awareness about the benefits of connected agriculture software, coupled with government initiatives, further fuels the market expansion.
Region with highest CAGR:
Europe is projected to have the highest CAGR over the forecast period, owing to the region's optimized agricultural practices. Government support for smart agriculture initiatives and a strong emphasis on environmental sustainability drive market growth. European farmers are increasingly adopting IoT, sensors, and data analytics to enhance decision-making. The market's trajectory indicates a dynamic landscape with a focus on innovation, sustainability, and efficient agricultural practices across the diverse European farming sector.
Key players in the market
Some of the key players profiled in the Connected Agriculture Software Market include IBM Corporation, Bayer AG, John Deere, AGCO Corporation, AgJunction, Trimble Navigation Limited, CNH Industrial, Farmers Edge, Raven Industries, Iteris, Embratel, Agritecture, Bushel and Linux Foundation.
Key Developments:
In October 2023, Embratel, in collaboration with Farmers Edge, a company specializing in digital agricultural solutions, has announced the launch of its Smart Farm solutions platform. The platform aims to accelerate the adoption of digital tools and connectivity in agribusiness, creating a more sustainable and connected ecosystem for strategic decision-making in the field.
In August 2023, John Deere has undergone a remarkable transformation, evolving into a technology-driven company that harnesses cutting-edge advancements like machine learning, cloud computing, and automation to optimize the performance of its agricultural and construction machinery. The company's goal is to work towards a fully autonomous production system that will be capable of taking care of crops at the individual plant level, by giving each plant proper nutrients, water, soil and more.
Types Covered:
- Farm Management Software
- Precision Farming Software
- Livestock Monitoring Software
- Supply Chain Management Software
- Other Types
Deployment Types Covered:
- Cloud-Based
- On-Premises
- Hybrid
Applications Covered:
- Crop Monitoring
- Weather Forecasting
- Workforce Scheduling
- Financial Management
- Other Applications
End Users Covered:
- Agricultural Cooperatives
- Research Institutions
- Government & Regulatory Bodies
- Other End Users
Regions Covered:
- North America
- US
- Canada
- Mexico
- Europe
- Germany
- UK
- Italy
- France
- Spain
- Rest of Europe
- Asia Pacific
- Japan
- China
- India
- Australia
- New Zealand
- South Korea
- Rest of Asia Pacific
- South America
- Argentina
- Brazil
- Chile
- Rest of South America
- Middle East & Africa
- Saudi Arabia
- UAE
- Qatar
- South Africa
- Rest of Middle East & Africa
What our report offers:
- Market share assessments for the regional and country-level segments
- Strategic recommendations for the new entrants
- Covers Market data for the years 2021, 2022, 2023, 2026, and 2030
- Market Trends (Drivers, Constraints, Opportunities, Threats, Challenges, Investment Opportunities, and recommendations)
- Strategic recommendations in key business segments based on the market estimations
- Competitive landscaping mapping the key common trends
- Company profiling with detailed strategies, financials, and recent developments
- Supply chain trends mapping the latest technological advancements
Free Customization Offerings:
All the customers of this report will be entitled to receive one of the following free customization options:
- Company Profiling
- Comprehensive profiling of additional market players (up to 3)
- SWOT Analysis of key players (up to 3)
- Regional Segmentation
- Market estimations, Forecasts and CAGR of any prominent country as per the client's interest (Note: Depends on feasibility check)
- Competitive Benchmarking
- Benchmarking of key players based on product portfolio, geographical presence, and strategic alliances
Table of Contents
1 Executive Summary
2 Preface
- 2.1 Abstract
- 2.2 Stake Holders
- 2.3 Research Scope
- 2.4 Research Methodology
- 2.4.1 Data Mining
- 2.4.2 Data Analysis
- 2.4.3 Data Validation
- 2.4.4 Research Approach
- 2.5 Research Sources
- 2.5.1 Primary Research Sources
- 2.5.2 Secondary Research Sources
- 2.5.3 Assumptions
3 Market Trend Analysis
- 3.1 Introduction
- 3.2 Drivers
- 3.3 Restraints
- 3.4 Opportunities
- 3.5 Threats
- 3.6 Application Analysis
- 3.7 End User Analysis
- 3.8 Emerging Markets
- 3.9 Impact of Covid-19
4 Porters Five Force Analysis
- 4.1 Bargaining power of suppliers
- 4.2 Bargaining power of buyers
- 4.3 Threat of substitutes
- 4.4 Threat of new entrants
- 4.5 Competitive rivalry
5 Global Connected Agriculture Software Market, By Type
- 5.1 Introduction
- 5.2 Farm Management Software
- 5.3 Precision Farming Software
- 5.4 Livestock Monitoring Software
- 5.5 Supply Chain Management Software
- 5.6 Other Types
6 Global Connected Agriculture Software Market, By Deployment Type
- 6.1 Introduction
- 6.2 Cloud-Based
- 6.3 On-Premises
- 6.4 Hybrid
7 Global Connected Agriculture Software Market, By Application
- 7.1 Introduction
- 7.2 Crop Monitoring
- 7.3 Weather Forecasting
- 7.4 Workforce Scheduling
- 7.5 Financial Management
- 7.6 Other Applications
8 Global Connected Agriculture Software Market, By End User
- 8.1 Introduction
- 8.2 Agricultural Cooperatives
- 8.3 Research Institutions
- 8.4 Government & Regulatory Bodies
- 8.5 Other End Users
9 Global Connected Agriculture Software Market, By Geography
- 9.1 Introduction
- 9.2 North America
- 9.2.1 US
- 9.2.2 Canada
- 9.2.3 Mexico
- 9.3 Europe
- 9.3.1 Germany
- 9.3.2 UK
- 9.3.3 Italy
- 9.3.4 France
- 9.3.5 Spain
- 9.3.6 Rest of Europe
- 9.4 Asia Pacific
- 9.4.1 Japan
- 9.4.2 China
- 9.4.3 India
- 9.4.4 Australia
- 9.4.5 New Zealand
- 9.4.6 South Korea
- 9.4.7 Rest of Asia Pacific
- 9.5 South America
- 9.5.1 Argentina
- 9.5.2 Brazil
- 9.5.3 Chile
- 9.5.4 Rest of South America
- 9.6 Middle East & Africa
- 9.6.1 Saudi Arabia
- 9.6.2 UAE
- 9.6.3 Qatar
- 9.6.4 South Africa
- 9.6.5 Rest of Middle East & Africa
10 Key Developments
- 10.1 Agreements, Partnerships, Collaborations and Joint Ventures
- 10.2 Acquisitions & Mergers
- 10.3 New Product Launch
- 10.4 Expansions
- 10.5 Other Key Strategies
11 Company Profiling
- 11.1 IBM Corporation
- 11.2 Bayer AG
- 11.3 John Deere
- 11.4 AGCO Corporation
- 11.5 AgJunction
- 11.6 Trimble Navigation Limited
- 11.7 CNH Industrial
- 11.8 Farmers Edge
- 11.9 Raven Industries
- 11.10 Iteris
- 11.11 Embratel
- 11.12 Agritecture
- 11.13 Bushel
- 11.14 Linux Foundation
List of Tables
- Table 1 Global Connected Agriculture Software Market Outlook, By Region (2021-2030) ($MN)
- Table 2 Global Connected Agriculture Software Market Outlook, By Type (2021-2030) ($MN)
- Table 3 Global Connected Agriculture Software Market Outlook, By Farm Management Software (2021-2030) ($MN)
- Table 4 Global Connected Agriculture Software Market Outlook, By Precision Farming Software (2021-2030) ($MN)
- Table 5 Global Connected Agriculture Software Market Outlook, By Livestock Monitoring Software (2021-2030) ($MN)
- Table 6 Global Connected Agriculture Software Market Outlook, By Supply Chain Management Software (2021-2030) ($MN)
- Table 7 Global Connected Agriculture Software Market Outlook, By Other Types (2021-2030) ($MN)
- Table 8 Global Connected Agriculture Software Market Outlook, By Deployment Type (2021-2030) ($MN)
- Table 9 Global Connected Agriculture Software Market Outlook, By Cloud-Based (2021-2030) ($MN)
- Table 10 Global Connected Agriculture Software Market Outlook, By On-Premises (2021-2030) ($MN)
- Table 11 Global Connected Agriculture Software Market Outlook, By Hybrid (2021-2030) ($MN)
- Table 12 Global Connected Agriculture Software Market Outlook, By Application (2021-2030) ($MN)
- Table 13 Global Connected Agriculture Software Market Outlook, By Crop Monitoring (2021-2030) ($MN)
- Table 14 Global Connected Agriculture Software Market Outlook, By Weather Forecasting (2021-2030) ($MN)
- Table 15 Global Connected Agriculture Software Market Outlook, By Workforce Scheduling (2021-2030) ($MN)
- Table 16 Global Connected Agriculture Software Market Outlook, By Financial Management (2021-2030) ($MN)
- Table 17 Global Connected Agriculture Software Market Outlook, By Other Applications (2021-2030) ($MN)
- Table 18 Global Connected Agriculture Software Market Outlook, By End User (2021-2030) ($MN)
- Table 19 Global Connected Agriculture Software Market Outlook, By Agricultural Cooperatives (2021-2030) ($MN)
- Table 20 Global Connected Agriculture Software Market Outlook, By Research Institutions (2021-2030) ($MN)
- Table 21 Global Connected Agriculture Software Market Outlook, By Government & Regulatory Bodies (2021-2030) ($MN)
- Table 22 Global Connected Agriculture Software Market Outlook, By Other End Users (2021-2030) ($MN)
- Table 23 North America Connected Agriculture Software Market Outlook, By Country (2021-2030) ($MN)
- Table 24 North America Connected Agriculture Software Market Outlook, By Type (2021-2030) ($MN)
- Table 25 North America Connected Agriculture Software Market Outlook, By Farm Management Software (2021-2030) ($MN)
- Table 26 North America Connected Agriculture Software Market Outlook, By Precision Farming Software (2021-2030) ($MN)
- Table 27 North America Connected Agriculture Software Market Outlook, By Livestock Monitoring Software (2021-2030) ($MN)
- Table 28 North America Connected Agriculture Software Market Outlook, By Supply Chain Management Software (2021-2030) ($MN)
- Table 29 North America Connected Agriculture Software Market Outlook, By Other Types (2021-2030) ($MN)
- Table 30 North America Connected Agriculture Software Market Outlook, By Deployment Type (2021-2030) ($MN)
- Table 31 North America Connected Agriculture Software Market Outlook, By Cloud-Based (2021-2030) ($MN)
- Table 32 North America Connected Agriculture Software Market Outlook, By On-Premises (2021-2030) ($MN)
- Table 33 North America Connected Agriculture Software Market Outlook, By Hybrid (2021-2030) ($MN)
- Table 34 North America Connected Agriculture Software Market Outlook, By Application (2021-2030) ($MN)
- Table 35 North America Connected Agriculture Software Market Outlook, By Crop Monitoring (2021-2030) ($MN)
- Table 36 North America Connected Agriculture Software Market Outlook, By Weather Forecasting (2021-2030) ($MN)
- Table 37 North America Connected Agriculture Software Market Outlook, By Workforce Scheduling (2021-2030) ($MN)
- Table 38 North America Connected Agriculture Software Market Outlook, By Financial Management (2021-2030) ($MN)
- Table 39 North America Connected Agriculture Software Market Outlook, By Other Applications (2021-2030) ($MN)
- Table 40 North America Connected Agriculture Software Market Outlook, By End User (2021-2030) ($MN)
- Table 41 North America Connected Agriculture Software Market Outlook, By Agricultural Cooperatives (2021-2030) ($MN)
- Table 42 North America Connected Agriculture Software Market Outlook, By Research Institutions (2021-2030) ($MN)
- Table 43 North America Connected Agriculture Software Market Outlook, By Government & Regulatory Bodies (2021-2030) ($MN)
- Table 44 North America Connected Agriculture Software Market Outlook, By Other End Users (2021-2030) ($MN)
- Table 45 Europe Connected Agriculture Software Market Outlook, By Country (2021-2030) ($MN)
- Table 46 Europe Connected Agriculture Software Market Outlook, By Type (2021-2030) ($MN)
- Table 47 Europe Connected Agriculture Software Market Outlook, By Farm Management Software (2021-2030) ($MN)
- Table 48 Europe Connected Agriculture Software Market Outlook, By Precision Farming Software (2021-2030) ($MN)
- Table 49 Europe Connected Agriculture Software Market Outlook, By Livestock Monitoring Software (2021-2030) ($MN)
- Table 50 Europe Connected Agriculture Software Market Outlook, By Supply Chain Management Software (2021-2030) ($MN)
- Table 51 Europe Connected Agriculture Software Market Outlook, By Other Types (2021-2030) ($MN)
- Table 52 Europe Connected Agriculture Software Market Outlook, By Deployment Type (2021-2030) ($MN)
- Table 53 Europe Connected Agriculture Software Market Outlook, By Cloud-Based (2021-2030) ($MN)
- Table 54 Europe Connected Agriculture Software Market Outlook, By On-Premises (2021-2030) ($MN)
- Table 55 Europe Connected Agriculture Software Market Outlook, By Hybrid (2021-2030) ($MN)
- Table 56 Europe Connected Agriculture Software Market Outlook, By Application (2021-2030) ($MN)
- Table 57 Europe Connected Agriculture Software Market Outlook, By Crop Monitoring (2021-2030) ($MN)
- Table 58 Europe Connected Agriculture Software Market Outlook, By Weather Forecasting (2021-2030) ($MN)
- Table 59 Europe Connected Agriculture Software Market Outlook, By Workforce Scheduling (2021-2030) ($MN)
- Table 60 Europe Connected Agriculture Software Market Outlook, By Financial Management (2021-2030) ($MN)
- Table 61 Europe Connected Agriculture Software Market Outlook, By Other Applications (2021-2030) ($MN)
- Table 62 Europe Connected Agriculture Software Market Outlook, By End User (2021-2030) ($MN)
- Table 63 Europe Connected Agriculture Software Market Outlook, By Agricultural Cooperatives (2021-2030) ($MN)
- Table 64 Europe Connected Agriculture Software Market Outlook, By Research Institutions (2021-2030) ($MN)
- Table 65 Europe Connected Agriculture Software Market Outlook, By Government & Regulatory Bodies (2021-2030) ($MN)
- Table 66 Europe Connected Agriculture Software Market Outlook, By Other End Users (2021-2030) ($MN)
- Table 67 Asia Pacific Connected Agriculture Software Market Outlook, By Country (2021-2030) ($MN)
- Table 68 Asia Pacific Connected Agriculture Software Market Outlook, By Type (2021-2030) ($MN)
- Table 69 Asia Pacific Connected Agriculture Software Market Outlook, By Farm Management Software (2021-2030) ($MN)
- Table 70 Asia Pacific Connected Agriculture Software Market Outlook, By Precision Farming Software (2021-2030) ($MN)
- Table 71 Asia Pacific Connected Agriculture Software Market Outlook, By Livestock Monitoring Software (2021-2030) ($MN)
- Table 72 Asia Pacific Connected Agriculture Software Market Outlook, By Supply Chain Management Software (2021-2030) ($MN)
- Table 73 Asia Pacific Connected Agriculture Software Market Outlook, By Other Types (2021-2030) ($MN)
- Table 74 Asia Pacific Connected Agriculture Software Market Outlook, By Deployment Type (2021-2030) ($MN)
- Table 75 Asia Pacific Connected Agriculture Software Market Outlook, By Cloud-Based (2021-2030) ($MN)
- Table 76 Asia Pacific Connected Agriculture Software Market Outlook, By On-Premises (2021-2030) ($MN)
- Table 77 Asia Pacific Connected Agriculture Software Market Outlook, By Hybrid (2021-2030) ($MN)
- Table 78 Asia Pacific Connected Agriculture Software Market Outlook, By Application (2021-2030) ($MN)
- Table 79 Asia Pacific Connected Agriculture Software Market Outlook, By Crop Monitoring (2021-2030) ($MN)
- Table 80 Asia Pacific Connected Agriculture Software Market Outlook, By Weather Forecasting (2021-2030) ($MN)
- Table 81 Asia Pacific Connected Agriculture Software Market Outlook, By Workforce Scheduling (2021-2030) ($MN)
- Table 82 Asia Pacific Connected Agriculture Software Market Outlook, By Financial Management (2021-2030) ($MN)
- Table 83 Asia Pacific Connected Agriculture Software Market Outlook, By Other Applications (2021-2030) ($MN)
- Table 84 Asia Pacific Connected Agriculture Software Market Outlook, By End User (2021-2030) ($MN)
- Table 85 Asia Pacific Connected Agriculture Software Market Outlook, By Agricultural Cooperatives (2021-2030) ($MN)
- Table 86 Asia Pacific Connected Agriculture Software Market Outlook, By Research Institutions (2021-2030) ($MN)
- Table 87 Asia Pacific Connected Agriculture Software Market Outlook, By Government & Regulatory Bodies (2021-2030) ($MN)
- Table 88 Asia Pacific Connected Agriculture Software Market Outlook, By Other End Users (2021-2030) ($MN)
- Table 89 South America Connected Agriculture Software Market Outlook, By Country (2021-2030) ($MN)
- Table 90 South America Connected Agriculture Software Market Outlook, By Type (2021-2030) ($MN)
- Table 91 South America Connected Agriculture Software Market Outlook, By Farm Management Software (2021-2030) ($MN)
- Table 92 South America Connected Agriculture Software Market Outlook, By Precision Farming Software (2021-2030) ($MN)
- Table 93 South America Connected Agriculture Software Market Outlook, By Livestock Monitoring Software (2021-2030) ($MN)
- Table 94 South America Connected Agriculture Software Market Outlook, By Supply Chain Management Software (2021-2030) ($MN)
- Table 95 South America Connected Agriculture Software Market Outlook, By Other Types (2021-2030) ($MN)
- Table 96 South America Connected Agriculture Software Market Outlook, By Deployment Type (2021-2030) ($MN)
- Table 97 South America Connected Agriculture Software Market Outlook, By Cloud-Based (2021-2030) ($MN)
- Table 98 South America Connected Agriculture Software Market Outlook, By On-Premises (2021-2030) ($MN)
- Table 99 South America Connected Agriculture Software Market Outlook, By Hybrid (2021-2030) ($MN)
- Table 100 South America Connected Agriculture Software Market Outlook, By Application (2021-2030) ($MN)
- Table 101 South America Connected Agriculture Software Market Outlook, By Crop Monitoring (2021-2030) ($MN)
- Table 102 South America Connected Agriculture Software Market Outlook, By Weather Forecasting (2021-2030) ($MN)
- Table 103 South America Connected Agriculture Software Market Outlook, By Workforce Scheduling (2021-2030) ($MN)
- Table 104 South America Connected Agriculture Software Market Outlook, By Financial Management (2021-2030) ($MN)
- Table 105 South America Connected Agriculture Software Market Outlook, By Other Applications (2021-2030) ($MN)
- Table 106 South America Connected Agriculture Software Market Outlook, By End User (2021-2030) ($MN)
- Table 107 South America Connected Agriculture Software Market Outlook, By Agricultural Cooperatives (2021-2030) ($MN)
- Table 108 South America Connected Agriculture Software Market Outlook, By Research Institutions (2021-2030) ($MN)
- Table 109 South America Connected Agriculture Software Market Outlook, By Government & Regulatory Bodies (2021-2030) ($MN)
- Table 110 South America Connected Agriculture Software Market Outlook, By Other End Users (2021-2030) ($MN)
- Table 111 Middle East & Africa Connected Agriculture Software Market Outlook, By Country (2021-2030) ($MN)
- Table 112 Middle East & Africa Connected Agriculture Software Market Outlook, By Type (2021-2030) ($MN)
- Table 113 Middle East & Africa Connected Agriculture Software Market Outlook, By Farm Management Software (2021-2030) ($MN)
- Table 114 Middle East & Africa Connected Agriculture Software Market Outlook, By Precision Farming Software (2021-2030) ($MN)
- Table 115 Middle East & Africa Connected Agriculture Software Market Outlook, By Livestock Monitoring Software (2021-2030) ($MN)
- Table 116 Middle East & Africa Connected Agriculture Software Market Outlook, By Supply Chain Management Software (2021-2030) ($MN)
- Table 117 Middle East & Africa Connected Agriculture Software Market Outlook, By Other Types (2021-2030) ($MN)
- Table 118 Middle East & Africa Connected Agriculture Software Market Outlook, By Deployment Type (2021-2030) ($MN)
- Table 119 Middle East & Africa Connected Agriculture Software Market Outlook, By Cloud-Based (2021-2030) ($MN)
- Table 120 Middle East & Africa Connected Agriculture Software Market Outlook, By On-Premises (2021-2030) ($MN)
- Table 121 Middle East & Africa Connected Agriculture Software Market Outlook, By Hybrid (2021-2030) ($MN)
- Table 122 Middle East & Africa Connected Agriculture Software Market Outlook, By Application (2021-2030) ($MN)
- Table 123 Middle East & Africa Connected Agriculture Software Market Outlook, By Crop Monitoring (2021-2030) ($MN)
- Table 124 Middle East & Africa Connected Agriculture Software Market Outlook, By Weather Forecasting (2021-2030) ($MN)
- Table 125 Middle East & Africa Connected Agriculture Software Market Outlook, By Workforce Scheduling (2021-2030) ($MN)
- Table 126 Middle East & Africa Connected Agriculture Software Market Outlook, By Financial Management (2021-2030) ($MN)
- Table 127 Middle East & Africa Connected Agriculture Software Market Outlook, By Other Applications (2021-2030) ($MN)
- Table 128 Middle East & Africa Connected Agriculture Software Market Outlook, By End User (2021-2030) ($MN)
- Table 129 Middle East & Africa Connected Agriculture Software Market Outlook, By Agricultural Cooperatives (2021-2030) ($MN)
- Table 130 Middle East & Africa Connected Agriculture Software Market Outlook, By Research Institutions (2021-2030) ($MN)
- Table 131 Middle East & Africa Connected Agriculture Software Market Outlook, By Government & Regulatory Bodies (2021-2030) ($MN)
- Table 132 Middle East & Africa Connected Agriculture Software Market Outlook, By Other End Users (2021-2030) ($MN)
