查看购物车
  • Traditional Chinese
  • English
  • Japanese
  • Korean
2030 年农业物联网市场预测 - 按产品、农场类型、农场生产计画阶段、用途和区域进行的全球分析
市场调查报告书
商品编码
1359034

2030 年农业物联网市场预测 - 按产品、农场类型、农场生产计画阶段、用途和区域进行的全球分析

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
出版日期: | 出版商: Stratistics Market Research Consulting | 英文 200+ Pages | 商品交期: 2-3个工作天内

价格

根据Stratistics MRC预测，2023年全球农业物联网市场规模将达到142.5亿美元，预计2030年将达到311亿美元，预测期内年复合成长率为11.8%。

农业物联网（物联网）市场是物联网技术在农业中的应用，包括使用连接的设备和感测器来收集即时资料并使各种农业流程自动化。农业中的物联网用于精密农业，以监测土壤条件、天气、作物健康和牲畜，使农民能够做出资料驱动的决策。

根据联合国粮食及农业组织（FAO）预测，到2050年，世界人口预计将超过90亿。为了为这些人口生产足够的食物，农业产量需要增加 50%。

物联网和人工智慧在各种农业应用中的采用率不断提高

透过将物联网感测器和设备与人工智慧分析相结合，农民可以以前所未有的精度监控和管理作物、牲畜和机械。该技术支援即时资料采集、作物产量预测分析、自动化决策、最佳化资源利用、减少体力劳动。利用物联网和人工智慧的力量，将使农业更具永续、生产力和韧性，使其能够应对粮食安全、资源稀缺、气候变迁等挑战，使农业物联网成为一个重要的市场，这是一个重要的促进因素。

引进最新农业设备的初期成本较高

虽然物联网技术可以带来长期效益，例如提高生产力和最佳化资源，但初始投资可能会让许多中小型农民望而却步。此成本不仅包括购买物联网设备和感测器，还包括基础设施升级、连接费用、培训费用等。这种财务障碍可能会阻碍采用，特别是在资金来源有限或传统农业做法普及的地区。

家禽机器人和BSC智慧摄影机越来越普及

创新技术利用物联网和自动化来提高家禽养殖效率和动物福利。家禽机器人可实现饲餵、集蛋、健康监测等任务的自动化，降低人事费用并提高生产效果。 BSC 的智慧摄影机提供即时视觉资料，以实现准确的牛群管理。这些采用简化了操作、提高了产量比率并确保牲畜健康。随着这些解决方案普及更加广泛，这意味着物联网在农业中的应用范围将会扩大，为农民提供先进的工具来优化流程、减少体力劳动并提高整体盈利。

缺乏简单标准化的资料管理和资料聚合工具

物联网将从整个农场的传感器和设备产生大量资料，因此有效的资料管理至关重要。然而，缺乏用于收集、处理和解释这些资料的易于使用的标准化解决方案，让农民不知所措并阻碍了决策。其结果是资料孤岛、效率低、错失最佳化机会。如果没有标准化工具，从不同资讯来源收集的资料通常存在于孤岛中，因此难以进行整体整合和分析。这种碎片化阻碍了获得有意义的见解和做出资讯决策的能力。由于资料处理的复杂性，农民，尤其是技术专业知识较少的农民，可能很难充分利用物联网技术的潜力。

COVID-19 的影响：

COVID-19 的疫情对农业物联网市场产生了重大影响，这主要是由于全球供应链中断和劳动力限制。封锁和限制阻碍了物联网组件的生产和分销，推迟了专案实施并增加了成本。此外，经济不确定性导致农业技术投资减少。农民面临财务困难，限制了他们投资物联网解决方案的能力。然而，疫情凸显了物联网在农业中的重要性。这凸显了在危机期间确保粮食安全的远端监控和自动化的必要性，并且随着农业部门适应未来挑战，远端监控和自动化的采用可能会随着时间的推移而增加。

预计生产计画领域在预测期内将是最大的。

生产计画涉及智慧感测器、资料分析和自动化技术在农业物联网市场的策略整合，预计将占据重要份额。透过持续监测环境条件、土壤品质和动物健康，物联网解决方案使农民能够在种植、灌溉、施肥和疾病控制方面做出资料驱动的决策。结果，作物产量增加，资源浪费减少，永续性提高。此外，预测分析有助于需求预测并确保高效的供应链管理。

智慧温室领域预计在预测期内年复合成长率最高

在预测期内，智慧温室领域预计将以最有效的速度成长。这些先进的结构采用一系列感测器、致动器和资料分析来为植物创造最佳的生长条件。即时监测和控制温度、湿度、光照和灌溉等因素，确保实现更高产量和资源效率的精确条件。整合的物联网系统可实现远端系统管理和资料驱动的决策，使农民能够快速适应不断变化的条件。在农业物联网领域，智慧温室是永续产量农业的典范，可以满足世界对粮食生产日益增长的需求，同时节省资源并减少对环境的影响。

比最大的地区

在预测期内，由于先进的技术基础设施、大规模的农场运营以及对农业创新的高度重视，北美农业物联网市场预计将占据大部分市场占有率。该地区的农民和相关企业越来越多地采用物联网解决方案来改善作物管理、牲畜监测和农场整体效率。气候变迁、劳动力短缺和永续实践的需求等要素正在推动物联网在农业中的应用。此外，北美的法规结构和政府对精密农业措施的支持有助于其在全球农业物联网市场中的领导地位，使其成为农业领域物联网创新的中心。

复合年复合成长率最高的地区：

预计亚太地区在预测期内的年复合成长率最高。其多样化的农业景观，从小规模农场到大规模商业运营，都大大受益于物联网技术。该地区的农民越来越多地部署智慧感测器、精密农业解决方案和资料分析，以最佳化作物生产、监控牲畜并更有效地管理资源。此类实施可促进永续农业实践，减少与气候变迁相关的风险，并增强粮食安全。此外，由于亚太地区致力于技术进步和满足日益增长的粮食需求，因此亚太地区被定位为塑造农业物联网未来的关键参与者。

提供免费客製化：

订阅此报告的客户可以存取以下免费自订选项之一：

  • 公司简介
    • 其他市场参与者的综合分析（最多 3 家公司）
    • 主要企业SWOT分析（最多3家企业）
  • 区域分割
    • 根据客户兴趣对主要国家的市场估计、预测和年复合成长率（註：基于可行性检查）
  • 竞争基准化分析
    • 根据产品系列、地理分布和策略联盟对主要企业基准化分析

」

目录

第1章执行摘要

第2章前言

  • 概述
  • 利害关係人
  • 调查范围
  • 调查方法
    • 资料探勘
    • 资料分析
    • 资料检验
    • 研究途径
  • 调查来源
    • 主要调查来源
    • 二次调查来源
    • 先决条件

第3章市场趋势分析

  • 促进因素
  • 抑制因素
  • 机会
  • 威胁
  • 应用分析
  • 新兴市场
  • 新型冠状病毒感染疾病（COVID-19）的影响

第4章波特五力分析

  • 供应商的议价能力
  • 买方议价能力
  • 替代的威胁
  • 新进入者的威胁
  • 竞争公司之间的敌对关係

第5章全球农业物联网市场：依产品分类

  • 硬体
    • 精密农业硬体
    • 精密畜牧硬体
    • 精密水产养殖硬体
    • 精密林业硬体
  • 软体
  • 服务

第6章全球农业物联网市场：依农场类型

  • 规模大
  • 中等大小
  • 小农场

第7章全球农业物联网市场：依农场生产计画阶段

  • 前期製作企划
  • 生产计画
  • 后製规划

第8章全球农业物联网市场：依用途

  • 精密农业
  • 精准畜牧业
  • 精准水产养殖
  • 精准林业
  • 智慧温室
  • 其他用途

第9章全球农业物联网市场：按地区

  • 北美洲
    • 美国
    • 加拿大
    • 墨西哥
  • 欧洲
    • 德国
    • 英国
    • 义大利
    • 法国
    • 西班牙
    • 其他欧洲国家
  • 亚太地区
    • 日本
    • 中国
    • 印度
    • 澳洲
    • 纽西兰
    • 韩国
    • 其他亚太地区
  • 南美洲
    • 阿根廷
    • 巴西
    • 智利
    • 南美洲其他地区
  • 中东和非洲
    • 沙乌地阿拉伯
    • 阿拉伯聯合大公国
    • 卡达
    • 南非
    • 其他中东和非洲

第10章进展

  • 合约、伙伴关係、协作和合资企业
  • 收购和合併
  • 新产品发布
  • 业务扩展
  • 其他关键策略

第11章公司简介

  • CropX inc.
  • AgJunction Inc.
  • AgriData Incorporated.
  • Aker Solutions
  • Auroras srl
  • 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
  • The Climate Corporation
Product Code: SMRC23906

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)