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2030 年農業物聯網市場預測 - 按產品、農場類型、農場生產計畫階段、用途和區域進行的全球分析
市場調查報告書
商品編碼
1359034

2030 年農業物聯網市場預測 - 按產品、農場類型、農場生產計畫階段、用途和區域進行的全球分析

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個工作天內

價格

根據Stratistics MRC預測，2023年全球農業物聯網市場規模將達到142.5億美元，預計2030年將達到311億美元，預測期內年複合成長率為11.8%。

農業物聯網（物聯網）市場是物聯網技術在農業中的應用，包括使用連接的設備和感測器來收集即時資料並使各種農業流程自動化。農業中的物聯網用於精密農業，以監測土壤條件、天氣、作物健康和牲畜，使農民能夠做出資料驅動的決策。

根據聯合國糧食及農業組織（FAO）預測，到2050年，世界人口預計將超過90億。為了為這些人口生產足夠的食物，農業產量需要增加 50%。

物聯網和人工智慧在各種農業應用中的採用率不斷提高

透過將物聯網感測器和設備與人工智慧分析相結合，農民可以以前所未有的精度監控和管理作物、牲畜和機械。該技術支援即時資料採集、作物產量預測分析、自動化決策、最佳化資源利用、減少體力勞動。利用物聯網和人工智慧的力量，將使農業更具永續、生產力和韌性，使其能夠應對糧食安全、資源稀缺、氣候變遷等課題，使農業物聯網成為一個重要的市場，這是一個重要的促進因素。

引進最新農業設備的初期成本較高

雖然物聯網技術可以帶來長期效益，例如提高生產力和最佳化資源，但初始投資可能會讓許多中小型農民望而卻步。此成本不僅包括購買物聯網設備和感測器，還包括基礎設施升級、連接費用、培訓費用等。這種財務障礙可能會阻礙採用，特別是在資金來源有限或傳統農業做法普及的地區。

家禽機器人和BSC智慧攝影機越來越普及

創新技術利用物聯網和自動化來提高家禽養殖效率和動物福利。家禽機器人可實現飼餵、集蛋、健康監測等任務的自動化，降低人事費用並提高生產效果。 BSC 的智慧攝影機提供即時視覺資料，以實現準確的牛群管理。這些採用簡化了操作、提高了產量比率並確保牲畜健康。隨著這些解決方案普及更加廣泛，這意味著物聯網在農業中的應用範圍將會擴大，為農民提供先進的工具來最佳化流程、減少體力勞動並提高整體盈利。

缺乏簡單標準化的資料管理和資料聚合工具

物聯網將從整個農場的感測器和設備產生大量資料，因此有效的資料管理至關重要。然而，缺乏用於收集、處理和解釋這些資料的易於使用的標準化解決方案，讓農民不知所措並阻礙了決策。其結果是資料孤島、效率低、錯失最佳化機會。如果沒有標準化工具，從不同資訊來源收集的資料通常存在於孤島中，因此難以進行整體整合和分析。這種碎片化阻礙了獲得有意義的見解和做出資訊決策的能力。由於資料處理的複雜性，農民，尤其是技術專業知識較少的農民，可能很難充分利用物聯網技術的潛力。

COVID-19 的影響：

COVID-19 的疫情對農業物聯網市場產生了重大影響，這主要是由於全球供應鏈中斷和勞動力限制。封鎖和限制阻礙了物聯網組件的生產和分銷，推遲了專案實施並增加了成本。此外，經濟不確定性導致農業技術投資減少。農民面臨財務困難，限制了他們投資物聯網解決方案的能力。然而，疫情凸顯了物聯網在農業中的重要性。這凸顯了在危機期間確保糧食安全的遠端監控和自動化的必要性，並且隨著農業部門適應未來課題，遠端監控和自動化的採用可能會隨著時間的推移而增加。

預計生產計畫領域在預測期內將是最大的。

生產計畫涉及智慧感測器、資料分析和自動化技術在農業物聯網市場的策略整合，預計將佔據重要佔有率。透過持續監測環境條件、土壤品質和動物健康，物聯網解決方案使農民能夠在種植、灌溉、施肥和疾病控制方面做出資料驅動的決策。結果，作物產量增加，資源浪費減少，永續性提高。此外，預測分析有助於需求預測並確保高效的供應鏈管理。

智慧溫室領域預計在預測期內年複合成長率最高

在預測期內，智慧溫室領域預計將以最有效的速度成長。這些先進的結構採用一系列感測器、致動器和資料分析來為植物創造最佳的生長條件。即時監測和控制溫度、濕度、光照和灌溉等因素，確保實現更高產量和資源效率的精確條件。整合的物聯網系統可實現遠端系統管理和資料驅動的決策，使農民能夠快速適應不斷變化的條件。在農業物聯網領域，智慧溫室是永續產量農業的典範，可以滿足世界對糧食生產日益成長的需求，同時節省資源並減少對環境的影響。

比最大的地區

在預測期內，由於先進的技術基礎設施、大規模的農場營運以及對農業創新的高度重視，北美農業物聯網市場預計將佔據大部分市場佔有率。該地區的農民和相關企業擴大採用物聯網解決方案來改善作物管理、牲畜監測和農場整體效率。氣候變遷、勞動力短缺和永續實踐的需求等要素正在推動物聯網在農業中的應用。此外，北美的法規結構和政府對精密農業措施的支持有助於其在全球農業物聯網市場中的領導地位，使其成為農業領域物聯網創新的中心。

複合年複合成長率最高的地區：

預計亞太地區在預測期內的年複合成長率最高。其多樣化的農業景觀，從小規模農場到大規模商業營運，都大大受益於物聯網技術。該地區的農民擴大部署智慧感測器、精密農業解決方案和資料分析，以最佳化作物生產、監控牲畜並更有效地管理資源。此類實施可促進永續農業實踐，減少與氣候變遷相關的風險，並增強糧食安全。此外，由於亞太地區致力於技術進步和滿足日益成長的糧食需求，因此亞太地區被定位為塑造農業物聯網未來的關鍵參與者。

提供免費客製化：

訂閱此報告的客戶可以存取以下免費自訂選項之一：

  • 公司簡介
    • 其他市場參與者的綜合分析（最多 3 家公司）
    • 主要企業SWOT分析（最多3家企業）
  • 區域分割
    • 根據客戶興趣對主要國家的市場估計、預測和年複合成長率（註：基於可行性檢查）
  • 競爭基準化分析
    • 根據產品系列、地理分佈和策略聯盟對主要企業基準化分析

」

目錄

第1章 執行摘要

第2章 前言

  • 概述
  • 利害關係人
  • 調查範圍
  • 調查方法
    • 資料探勘
    • 資料分析
    • 資料檢驗
    • 研究途徑
  • 調查來源
    • 主要調查來源
    • 二次調查來源
    • 先決條件

第3章 市場趨勢分析

  • 促進因素
  • 抑制因素
  • 機會
  • 威脅
  • 應用分析
  • 新興市場
  • 新型冠狀病毒感染疾病（COVID-19）的影響

第4章 波特五力分析

  • 供應商的議價能力
  • 買方議價能力
  • 替代的威脅
  • 新進入者的威脅
  • 競爭公司之間的敵對關係

第5章 全球農業物聯網市場：依產品分類

  • 硬體
    • 精密農業硬體
    • 精密畜牧硬體
    • 精密水產養殖硬體
    • 精密林業硬體
  • 軟體
  • 服務

第6章 全球農業物聯網市場：依農場類型

  • 規模大
  • 中等大小
  • 小農場

第7章 全球農業物聯網市場：依農場生產計畫階段

  • 前期製作企劃
  • 生產計畫
  • 後製規劃

第8章 全球農業物聯網市場：依用途

  • 精密農業
  • 精準畜牧業
  • 精準水產養殖
  • 精準林業
  • 智慧溫室
  • 其他用途

第9章 全球農業物聯網市場：依地區

  • 北美洲
    • 美國
    • 加拿大
    • 墨西哥
  • 歐洲
    • 德國
    • 英國
    • 義大利
    • 法國
    • 西班牙
    • 其他歐洲國家
  • 亞太地區
    • 日本
    • 中國
    • 印度
    • 澳洲
    • 紐西蘭
    • 韓國
    • 其他亞太地區
  • 南美洲
    • 阿根廷
    • 巴西
    • 智利
    • 南美洲其他地區
  • 中東和非洲
    • 沙烏地阿拉伯
    • 阿拉伯聯合大公國
    • 卡達
    • 南非
    • 其他中東和非洲

第10章 進展

  • 合約、夥伴關係、協作和合資企業
  • 收購和合併
  • 新產品發布
  • 業務擴展
  • 其他關鍵策略

第11章公司簡介

  • 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)