PUBLISHER: Stratistics Market Research Consulting | PRODUCT CODE: 1359034
PUBLISHER: Stratistics Market Research Consulting | PRODUCT CODE: 1359034
Agriculture IoT Market Forecasts to 2030 - Global Analysis By Offering (Hardware, Software and Services), Farm Type (Large, Mid-Sized and Small Farms), Farm Production Planning Stage, Application and By Geography
According to Stratistics MRC, the Global Agriculture IoT Market is accounted for $14.25 billion in 2023 and is expected to reach $31.1 billion by 2030 growing at a CAGR of 11.8% during the forecast period. The Agriculture IoT (Internet of Things) Market is the application of IoT technology in agriculture, encompassing the use of connected devices and sensors to collect real-time data and automate various agricultural processes. IoT in agriculture is used for precision farming, where it monitors soil conditions, weather, crop health, and livestock, allowing farmers to make data-driven decisions.
According to the UN Food and Agriculture Organization (FAO), the global population is expected to surpass 9 billion people by 2050. To produce enough food for the given population, agriculture production volumes have to increase by 50%.
Market Dynamics:
Driver:
Increasing adoption of IoT and AI for various agricultural applications
IoT sensors and devices, coupled with AI analytics, enable farmers to monitor and manage crops, livestock, and machinery with unprecedented precision. This technology assists in real-time data collection, predictive analytics for crop yields, automated decision-making, optimizing resource utilization and reducing manual labor. By harnessing the power of IoT and AI, agriculture becomes more sustainable, productive, and resilient, addressing the challenges of food security, resource scarcity, and climate change, making it a crucial driver in the agriculture IoT market.
Restraint:
High upfront cost for deployment of modern agricultural equipment
While IoT technology offers long-term benefits, including increased productivity and resource optimization, the initial investment can be prohibitively expensive for many small and medium-sized farmers. The cost includes not only the purchase of IoT devices and sensors but also infrastructure upgrades, connectivity fees, and training expenses. This financial barrier may hinder widespread adoption, particularly in regions with limited access to capital or where traditional farming practices are deeply entrenched.
Opportunity:
Growing popularity of poultry robots and BSC smart cameras
The innovative technologies leverage IoT and automation to enhance poultry farming efficiency and animal welfare. Poultry robots can automate tasks like feeding, egg collection, and health monitoring, reducing labor costs and improving production outcomes. BSC smart cameras provide real-time visual data for precise flock management. Their adoption streamlines operations, increases yield, and ensures animal well-being. As these solutions gain traction, they signify the expanding scope of IoT applications in agriculture, offering farmers advanced tools to optimize processes, reduce manual labor, and boost overall profitability.
Threat:
Unavailability of simple and standardized data management and data aggregation tools
IoT generates vast amounts of data from sensors and devices across farms, making effective data management crucial. However, the lack of user-friendly, standardized solutions for collecting, processing, and interpreting this data can overwhelm farmers and hinder decision-making. It results in data silos, inefficiencies, and missed opportunities for optimization. Without standardized tools, data collected from different sources often exists in silos, making it challenging to integrate and analyze comprehensively. This fragmentation hampers the ability to derive meaningful insights and make informed decisions. Farmers, especially those with limited technical expertise, may struggle to harness the full potential of IoT technology due to the intricacies of data handling.
COVID-19 Impact:
The COVID-19 pandemic has had a significant impact on the agriculture IoT market, primarily due to disruptions in the global supply chain and workforce constraints. Lockdowns and restrictions hampered the production and distribution of IoT components, delaying project implementation and increasing costs. Additionally, economic uncertainties led to reduced investment in agricultural technology. Farmers faced financial challenges, limiting their ability to invest in IoT solutions. However, the pandemic also underscored the importance of IoT in agriculture, as it highlighted the need for remote monitoring and automation to ensure food security during crises, potentially driving increased adoption in the long term as the sector adapts to future challenges.
The production planning segment is expected to be the largest during the forecast period
Production planning it involves the strategic integration of smart sensors, data analytics, and automation technologies, in regard to the Agriculture IoT Market and expected to hold a significant share. By continuously monitoring environmental conditions, soil quality, and animal health, IoT solutions enable farmers to make data-driven decisions for planting, irrigation, fertilization, and disease control. This result in increased crop yields, reduced resource waste, and improved sustainability. Additionally, predictive analytics can help forecast demand, ensuring efficient supply chain management.
The smart greenhouses segment is expected to have the highest CAGR during the forecast period
During the anticipated period, the smart greenhouses segment is expected to increase at the most effective rate. These advanced structures employ an array of sensors, actuators, and data analytics to create an optimal growth environment for plants. Real-time monitoring and control of factors like temperature, humidity, light, and irrigation ensure precise conditions for enhanced yields and resource efficiency. Integrated IoT systems enable remote management and data-driven decision-making, enabling farmers to adapt swiftly to changing conditions. In the agriculture IoT landscape, smart greenhouses exemplify sustainable, high-yield agriculture, addressing the growing global demand for food production while conserving resources and reducing environmental impact.
Region with largest share:
During the forecast period, it is expected that the North American agriculture IoT market will hold a majority of the market share driven by its advanced technological infrastructure, large-scale farming operations, and strong focus on agricultural innovation. The region's farmers and agribusinesses are increasingly adopting IoT solutions to enhance crop management, livestock monitoring, and overall farm efficiency. Factors like climate change, labor shortages, and the need for sustainable practices have propelled IoT adoption in agriculture. Furthermore, North America's regulatory framework and government support for precision agriculture initiatives contribute to its leadership in the global agriculture IoT market, making it a hub for IoT innovation in the farming sector.
Region with highest CAGR:
Asia Pacific is projected to have the highest CAGR over the forecast period. Its diverse agricultural landscape, ranging from smallholder farms to large commercial operations, benefits immensely from IoT technologies. Farmers in the region are increasingly deploying smart sensors, precision agriculture solutions, and data analytics to optimize crop production, monitor livestock, and manage resources more efficiently. This adoption fosters sustainable agriculture practices, mitigates risks associated with climate change, and enhances food security. Furthermore, the Asia Pacific's commitment to technological advancement and the need to meet rising food demands position it as a critical player in shaping the future of agriculture IoT.
Key players in the market:
Some of the key players in Agriculture IoT market include: CropX inc., AgJunction Inc., AgriData Incorporated., Aker Solutions, Auroras s.r.l., Ceres Imaging, Inc, Conservis, Ag Leader Technology., Deere & Company., DeLaval Grownetics, Inc., Farmers Edge Inc, Granular, Inc., Iteris, Inc., Mothive., Trimble Inc., Raven Industries, Inc., Reed Business Information Ltd and The Climate Corporation.
Key Developments:
In November 2022, DeLaval introduced RC550 & RC700 to its portfolio of robots. These robots were designed for solid floors to improve cow comfort and hoof condition. With their unique rotary manure intake system, any type of manure can be handled by the collector, and additional water need not be added.
In October 2022, Deere & Company launched an updated version of ExactRate, which is an on-planter system that fertilizes new crops with twice the previous speed and reduces the number of refills needed for fertilizer tanks during planting.
In June 2022, Raven Industries introduced its first driverless agriculture technology for harvesting operations. It helps farmers to monitor driverless vehicles by setting field plans, adjusting speeds and monitoring location activities.
Offerings Covered:
- Hardware
- Software
- Services
Farm Types Covered:
- Large
- Mid-Sized
- Small Farms
Farm Production Planning Stages Covered:
- Pre-Production Planning
- Production Planning
- Post-Production Planning
Applications Covered:
- Precision Farming
- Precision Livestock
- Precision Aquaculture
- Precision Forestry
- Smart Greenhouses
- Other Applications
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 Emerging Markets
- 3.8 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 Agriculture IoT Market, By Offering
- 5.1 Introduction
- 5.2 Hardware
- 5.2.1 Precision Farming Hardware
- 5.2.2 Precision Livestock Hardware
- 5.2.3 Precision Aquaculture Hardware
- 5.2.4 Precision Forestry Hardware
- 5.3 Software
- 5.4 Services
6 Global Agriculture IoT Market, By Farm Type
- 6.1 Introduction
- 6.2 Large
- 6.3 Mid-Sized
- 6.4 Small Farms
7 Global Agriculture IoT Market, By Farm Production Planning Stage
- 7.1 Introduction
- 7.2 Pre-Production Planning
- 7.3 Production Planning
- 7.4 Post-Production Planning
8 Global Agriculture IoT Market, By Application
- 8.1 Introduction
- 8.2 Precision Farming
- 8.3 Precision Livestock
- 8.4 Precision Aquaculture
- 8.5 Precision Forestry
- 8.6 Smart Greenhouses
- 8.7 Other Applications
9 Global Agriculture IoT 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 CropX inc.
- 11.2 AgJunction Inc.
- 11.3 AgriData Incorporated.
- 11.4 Aker Solutions
- 11.5 Auroras s.r.l.
- 11.6 Ceres Imaging, Inc
- 11.7 Conservis
- 11.8 Ag Leader Technology.
- 11.9 Deere & Company.
- 11.10 DeLaval Grownetics, Inc.
- 11.11 Farmers Edge Inc
- 11.12 Granular, Inc.
- 11.13 Iteris, Inc.
- 11.14 Mothive.
- 11.15 Trimble Inc.
- 11.16 Raven Industries, Inc.
- 11.17 Reed Business Information Ltd
- 11.18 The Climate Corporation
List of Tables
- Table 1 Global Agriculture IoT Market Outlook, By Region (2021-2030) ($MN)
- Table 2 Global Agriculture IoT Market Outlook, By Offering (2021-2030) ($MN)
- Table 3 Global Agriculture IoT Market Outlook, By Hardware (2021-2030) ($MN)
- Table 4 Global Agriculture IoT Market Outlook, By Precision Farming Hardware (2021-2030) ($MN)
- Table 5 Global Agriculture IoT Market Outlook, By Precision Livestock Hardware (2021-2030) ($MN)
- Table 6 Global Agriculture IoT Market Outlook, By Precision Aquaculture Hardware (2021-2030) ($MN)
- Table 7 Global Agriculture IoT Market Outlook, By Precision Forestry Hardware (2021-2030) ($MN)
- Table 8 Global Agriculture IoT Market Outlook, By Software (2021-2030) ($MN)
- Table 9 Global Agriculture IoT Market Outlook, By Services (2021-2030) ($MN)
- Table 10 Global Agriculture IoT Market Outlook, By Farm Type (2021-2030) ($MN)
- Table 11 Global Agriculture IoT Market Outlook, By Large (2021-2030) ($MN)
- Table 12 Global Agriculture IoT Market Outlook, By Mid-Sized (2021-2030) ($MN)
- Table 13 Global Agriculture IoT Market Outlook, By Small Farms (2021-2030) ($MN)
- Table 14 Global Agriculture IoT Market Outlook, By Farm Production Planning Stage (2021-2030) ($MN)
- Table 15 Global Agriculture IoT Market Outlook, By Pre-Production Planning (2021-2030) ($MN)
- Table 16 Global Agriculture IoT Market Outlook, By Production Planning (2021-2030) ($MN)
- Table 17 Global Agriculture IoT Market Outlook, By Post-Production Planning (2021-2030) ($MN)
- Table 18 Global Agriculture IoT Market Outlook, By Application (2021-2030) ($MN)
- Table 19 Global Agriculture IoT Market Outlook, By Precision Farming (2021-2030) ($MN)
- Table 20 Global Agriculture IoT Market Outlook, By Precision Livestock (2021-2030) ($MN)
- Table 21 Global Agriculture IoT Market Outlook, By Precision Aquaculture (2021-2030) ($MN)
- Table 22 Global Agriculture IoT Market Outlook, By Precision Forestry (2021-2030) ($MN)
- Table 23 Global Agriculture IoT Market Outlook, By Smart Greenhouses (2021-2030) ($MN)
- Table 24 Global Agriculture IoT Market Outlook, By Other Applications (2021-2030) ($MN)
- Table 25 North America Agriculture IoT Market Outlook, By Country (2021-2030) ($MN)
- Table 26 North America Agriculture IoT Market Outlook, By Offering (2021-2030) ($MN)
- Table 27 North America Agriculture IoT Market Outlook, By Hardware (2021-2030) ($MN)
- Table 28 North America Agriculture IoT Market Outlook, By Precision Farming Hardware (2021-2030) ($MN)
- Table 29 North America Agriculture IoT Market Outlook, By Precision Livestock Hardware (2021-2030) ($MN)
- Table 30 North America Agriculture IoT Market Outlook, By Precision Aquaculture Hardware (2021-2030) ($MN)
- Table 31 North America Agriculture IoT Market Outlook, By Precision Forestry Hardware (2021-2030) ($MN)
- Table 32 North America Agriculture IoT Market Outlook, By Software (2021-2030) ($MN)
- Table 33 North America Agriculture IoT Market Outlook, By Services (2021-2030) ($MN)
- Table 34 North America Agriculture IoT Market Outlook, By Farm Type (2021-2030) ($MN)
- Table 35 North America Agriculture IoT Market Outlook, By Large (2021-2030) ($MN)
- Table 36 North America Agriculture IoT Market Outlook, By Mid-Sized (2021-2030) ($MN)
- Table 37 North America Agriculture IoT Market Outlook, By Small Farms (2021-2030) ($MN)
- Table 38 North America Agriculture IoT Market Outlook, By Farm Production Planning Stage (2021-2030) ($MN)
- Table 39 North America Agriculture IoT Market Outlook, By Pre-Production Planning (2021-2030) ($MN)
- Table 40 North America Agriculture IoT Market Outlook, By Production Planning (2021-2030) ($MN)
- Table 41 North America Agriculture IoT Market Outlook, By Post-Production Planning (2021-2030) ($MN)
- Table 42 North America Agriculture IoT Market Outlook, By Application (2021-2030) ($MN)
- Table 43 North America Agriculture IoT Market Outlook, By Precision Farming (2021-2030) ($MN)
- Table 44 North America Agriculture IoT Market Outlook, By Precision Livestock (2021-2030) ($MN)
- Table 45 North America Agriculture IoT Market Outlook, By Precision Aquaculture (2021-2030) ($MN)
- Table 46 North America Agriculture IoT Market Outlook, By Precision Forestry (2021-2030) ($MN)
- Table 47 North America Agriculture IoT Market Outlook, By Smart Greenhouses (2021-2030) ($MN)
- Table 48 North America Agriculture IoT Market Outlook, By Other Applications (2021-2030) ($MN)
- Table 49 Europe Agriculture IoT Market Outlook, By Country (2021-2030) ($MN)
- Table 50 Europe Agriculture IoT Market Outlook, By Offering (2021-2030) ($MN)
- Table 51 Europe Agriculture IoT Market Outlook, By Hardware (2021-2030) ($MN)
- Table 52 Europe Agriculture IoT Market Outlook, By Precision Farming Hardware (2021-2030) ($MN)
- Table 53 Europe Agriculture IoT Market Outlook, By Precision Livestock Hardware (2021-2030) ($MN)
- Table 54 Europe Agriculture IoT Market Outlook, By Precision Aquaculture Hardware (2021-2030) ($MN)
- Table 55 Europe Agriculture IoT Market Outlook, By Precision Forestry Hardware (2021-2030) ($MN)
- Table 56 Europe Agriculture IoT Market Outlook, By Software (2021-2030) ($MN)
- Table 57 Europe Agriculture IoT Market Outlook, By Services (2021-2030) ($MN)
- Table 58 Europe Agriculture IoT Market Outlook, By Farm Type (2021-2030) ($MN)
- Table 59 Europe Agriculture IoT Market Outlook, By Large (2021-2030) ($MN)
- Table 60 Europe Agriculture IoT Market Outlook, By Mid-Sized (2021-2030) ($MN)
- Table 61 Europe Agriculture IoT Market Outlook, By Small Farms (2021-2030) ($MN)
- Table 62 Europe Agriculture IoT Market Outlook, By Farm Production Planning Stage (2021-2030) ($MN)
- Table 63 Europe Agriculture IoT Market Outlook, By Pre-Production Planning (2021-2030) ($MN)
- Table 64 Europe Agriculture IoT Market Outlook, By Production Planning (2021-2030) ($MN)
- Table 65 Europe Agriculture IoT Market Outlook, By Post-Production Planning (2021-2030) ($MN)
- Table 66 Europe Agriculture IoT Market Outlook, By Application (2021-2030) ($MN)
- Table 67 Europe Agriculture IoT Market Outlook, By Precision Farming (2021-2030) ($MN)
- Table 68 Europe Agriculture IoT Market Outlook, By Precision Livestock (2021-2030) ($MN)
- Table 69 Europe Agriculture IoT Market Outlook, By Precision Aquaculture (2021-2030) ($MN)
- Table 70 Europe Agriculture IoT Market Outlook, By Precision Forestry (2021-2030) ($MN)
- Table 71 Europe Agriculture IoT Market Outlook, By Smart Greenhouses (2021-2030) ($MN)
- Table 72 Europe Agriculture IoT Market Outlook, By Other Applications (2021-2030) ($MN)
- Table 73 Asia Pacific Agriculture IoT Market Outlook, By Country (2021-2030) ($MN)
- Table 74 Asia Pacific Agriculture IoT Market Outlook, By Offering (2021-2030) ($MN)
- Table 75 Asia Pacific Agriculture IoT Market Outlook, By Hardware (2021-2030) ($MN)
- Table 76 Asia Pacific Agriculture IoT Market Outlook, By Precision Farming Hardware (2021-2030) ($MN)
- Table 77 Asia Pacific Agriculture IoT Market Outlook, By Precision Livestock Hardware (2021-2030) ($MN)
- Table 78 Asia Pacific Agriculture IoT Market Outlook, By Precision Aquaculture Hardware (2021-2030) ($MN)
- Table 79 Asia Pacific Agriculture IoT Market Outlook, By Precision Forestry Hardware (2021-2030) ($MN)
- Table 80 Asia Pacific Agriculture IoT Market Outlook, By Software (2021-2030) ($MN)
- Table 81 Asia Pacific Agriculture IoT Market Outlook, By Services (2021-2030) ($MN)
- Table 82 Asia Pacific Agriculture IoT Market Outlook, By Farm Type (2021-2030) ($MN)
- Table 83 Asia Pacific Agriculture IoT Market Outlook, By Large (2021-2030) ($MN)
- Table 84 Asia Pacific Agriculture IoT Market Outlook, By Mid-Sized (2021-2030) ($MN)
- Table 85 Asia Pacific Agriculture IoT Market Outlook, By Small Farms (2021-2030) ($MN)
- Table 86 Asia Pacific Agriculture IoT Market Outlook, By Farm Production Planning Stage (2021-2030) ($MN)
- Table 87 Asia Pacific Agriculture IoT Market Outlook, By Pre-Production Planning (2021-2030) ($MN)
- Table 88 Asia Pacific Agriculture IoT Market Outlook, By Production Planning (2021-2030) ($MN)
- Table 89 Asia Pacific Agriculture IoT Market Outlook, By Post-Production Planning (2021-2030) ($MN)
- Table 90 Asia Pacific Agriculture IoT Market Outlook, By Application (2021-2030) ($MN)
- Table 91 Asia Pacific Agriculture IoT Market Outlook, By Precision Farming (2021-2030) ($MN)
- Table 92 Asia Pacific Agriculture IoT Market Outlook, By Precision Livestock (2021-2030) ($MN)
- Table 93 Asia Pacific Agriculture IoT Market Outlook, By Precision Aquaculture (2021-2030) ($MN)
- Table 94 Asia Pacific Agriculture IoT Market Outlook, By Precision Forestry (2021-2030) ($MN)
- Table 95 Asia Pacific Agriculture IoT Market Outlook, By Smart Greenhouses (2021-2030) ($MN)
- Table 96 Asia Pacific Agriculture IoT Market Outlook, By Other Applications (2021-2030) ($MN)
- Table 97 South America Agriculture IoT Market Outlook, By Country (2021-2030) ($MN)
- Table 98 South America Agriculture IoT Market Outlook, By Offering (2021-2030) ($MN)
- Table 99 South America Agriculture IoT Market Outlook, By Hardware (2021-2030) ($MN)
- Table 100 South America Agriculture IoT Market Outlook, By Precision Farming Hardware (2021-2030) ($MN)
- Table 101 South America Agriculture IoT Market Outlook, By Precision Livestock Hardware (2021-2030) ($MN)
- Table 102 South America Agriculture IoT Market Outlook, By Precision Aquaculture Hardware (2021-2030) ($MN)
- Table 103 South America Agriculture IoT Market Outlook, By Precision Forestry Hardware (2021-2030) ($MN)
- Table 104 South America Agriculture IoT Market Outlook, By Software (2021-2030) ($MN)
- Table 105 South America Agriculture IoT Market Outlook, By Services (2021-2030) ($MN)
- Table 106 South America Agriculture IoT Market Outlook, By Farm Type (2021-2030) ($MN)
- Table 107 South America Agriculture IoT Market Outlook, By Large (2021-2030) ($MN)
- Table 108 South America Agriculture IoT Market Outlook, By Mid-Sized (2021-2030) ($MN)
- Table 109 South America Agriculture IoT Market Outlook, By Small Farms (2021-2030) ($MN)
- Table 110 South America Agriculture IoT Market Outlook, By Farm Production Planning Stage (2021-2030) ($MN)
- Table 111 South America Agriculture IoT Market Outlook, By Pre-Production Planning (2021-2030) ($MN)
- Table 112 South America Agriculture IoT Market Outlook, By Production Planning (2021-2030) ($MN)
- Table 113 South America Agriculture IoT Market Outlook, By Post-Production Planning (2021-2030) ($MN)
- Table 114 South America Agriculture IoT Market Outlook, By Application (2021-2030) ($MN)
- Table 115 South America Agriculture IoT Market Outlook, By Precision Farming (2021-2030) ($MN)
- Table 116 South America Agriculture IoT Market Outlook, By Precision Livestock (2021-2030) ($MN)
- Table 117 South America Agriculture IoT Market Outlook, By Precision Aquaculture (2021-2030) ($MN)
- Table 118 South America Agriculture IoT Market Outlook, By Precision Forestry (2021-2030) ($MN)
- Table 119 South America Agriculture IoT Market Outlook, By Smart Greenhouses (2021-2030) ($MN)
- Table 120 South America Agriculture IoT Market Outlook, By Other Applications (2021-2030) ($MN)
- Table 121 Middle East & Africa Agriculture IoT Market Outlook, By Country (2021-2030) ($MN)
- Table 122 Middle East & Africa Agriculture IoT Market Outlook, By Offering (2021-2030) ($MN)
- Table 123 Middle East & Africa Agriculture IoT Market Outlook, By Hardware (2021-2030) ($MN)
- Table 124 Middle East & Africa Agriculture IoT Market Outlook, By Precision Farming Hardware (2021-2030) ($MN)
- Table 125 Middle East & Africa Agriculture IoT Market Outlook, By Precision Livestock Hardware (2021-2030) ($MN)
- Table 126 Middle East & Africa Agriculture IoT Market Outlook, By Precision Aquaculture Hardware (2021-2030) ($MN)
- Table 127 Middle East & Africa Agriculture IoT Market Outlook, By Precision Forestry Hardware (2021-2030) ($MN)
- Table 128 Middle East & Africa Agriculture IoT Market Outlook, By Software (2021-2030) ($MN)
- Table 129 Middle East & Africa Agriculture IoT Market Outlook, By Services (2021-2030) ($MN)
- Table 130 Middle East & Africa Agriculture IoT Market Outlook, By Farm Type (2021-2030) ($MN)
- Table 131 Middle East & Africa Agriculture IoT Market Outlook, By Large (2021-2030) ($MN)
- Table 132 Middle East & Africa Agriculture IoT Market Outlook, By Mid-Sized (2021-2030) ($MN)
- Table 133 Middle East & Africa Agriculture IoT Market Outlook, By Small Farms (2021-2030) ($MN)
- Table 134 Middle East & Africa Agriculture IoT Market Outlook, By Farm Production Planning Stage (2021-2030) ($MN)
- Table 135 Middle East & Africa Agriculture IoT Market Outlook, By Pre-Production Planning (2021-2030) ($MN)
- Table 136 Middle East & Africa Agriculture IoT Market Outlook, By Production Planning (2021-2030) ($MN)
- Table 137 Middle East & Africa Agriculture IoT Market Outlook, By Post-Production Planning (2021-2030) ($MN)
- Table 138 Middle East & Africa Agriculture IoT Market Outlook, By Application (2021-2030) ($MN)
- Table 139 Middle East & Africa Agriculture IoT Market Outlook, By Precision Farming (2021-2030) ($MN)
- Table 140 Middle East & Africa Agriculture IoT Market Outlook, By Precision Livestock (2021-2030) ($MN)
- Table 141 Middle East & Africa Agriculture IoT Market Outlook, By Precision Aquaculture (2021-2030) ($MN)
- Table 142 Middle East & Africa Agriculture IoT Market Outlook, By Precision Forestry (2021-2030) ($MN)
- Table 143 Middle East & Africa Agriculture IoT Market Outlook, By Smart Greenhouses (2021-2030) ($MN)
- Table 144 Middle East & Africa Agriculture IoT Market Outlook, By Other Applications (2021-2030) ($MN)
