2030 年農業機器人市場預測 - 按類型、產品、農業環境、用途和地區進行的全球分析
市場調查報告書
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1339998

2030 年農業機器人市場預測 - 按類型、產品、農業環境、用途和地區進行的全球分析

Agriculture Robots Market Forecasts to 2030 - Global Analysis By Type (Automated Harvesting Robots, Driverless Tractors, Milking Robots, Unmanned Aerial Vehicles and Other Types), Offering, Farming Environment, Application and By Geography

出版日期: | 出版商: Stratistics Market Research Consulting | 英文 175+ Pages | 商品交期: 2-3個工作天內

價格

據Stratistics MRC預測,2023年全球農業機器人市場規模將達到100.8億美元,預計到2030年將達到342.2億美元,預測期內年複合成長率為19.2%。

專門為農業設計的自動化設備被稱為農業機器人。農業工作是由這些機器人完成的,幾乎不需要人工干涉。這些設備被農民用來執行割草、割草和散佈家務。當今世界,使用這些農業機器人對於有效提高生產力至關重要。

根據國際機器人聯合會(IFR)的數據,加拿大、美國、中國、西歐和日本大約有 20,000 個酪農安裝了機器人。擠奶頻率的增加和勞動力的高度彈性正在推動擠奶機器人市場的發展。

市場動態:

促進因素:

  • 農業部門勞動力短缺。
  • 全行業農業訓練有素的勞動力短缺是導致引入農業機器人的要素。在許多地方,農業工人越來越難接觸到,這使得他們難以完成集中任務。使用此類機器人減少了對人類勞動力的需求,是一種解決方案。這些機器人可以自主工作,無需持續監督,並且可以準確高效地執行日常任務。農業機器人可以通過自動化種植、除草和收割等家務,幫助農民克服勞動力短缺、提高產量並降低營運成本。

抑制因素

  • 對於小農來說,數位化成本很高。
  • 儘管這些機器人具有提高生產率、提高準確性、減少勞動力等諸多優點,但其高昂的成本阻礙了它們在農民尤其是中小農戶中的廣泛採用。農業機器人的初始投資和維護成本使許多農民無法獲得新技術。結果,農業的數位鴻溝正在擴大,規模較大、較富裕的農民受益於技術進步,而規模較小、資源有限的農民則發現更難跟上。此外,高成本阻礙了農業技術公司創造具有成本效益的解決方案,限制了農民在預算範圍內的選擇。

機會:

  • 開拓的市場潛力和自動化範圍。
  • 機器人技術在食品加工領域應用廣泛,但在農業領域應用並不廣泛。此外,機器人在牛管理中的應用為實施物聯網標籤等自主平台創造了機會。通過使用遙感技術來追蹤牲畜和工業生產原料,使用各種識別標籤來最大限度地提高農作物和工業的數量和品質,將進一步提高農業自動化。多種無人機和機器人技術的誕生和擴散使農民能夠更輕鬆地應對艱鉅的工作。

威脅

  • 使用基於人工智慧的農業機器人的潛在風險。
  • 雖然這些尖端機器人具有通過提高生產力、準確性和產量來改變農業技術的巨大潛力,但它們也存在一定的風險。人們的擔憂包括自動化可能導致失業、小農的訪問受限、對資料安全和隱私的擔憂以及對可靠技術基礎設施的需求。平衡技術進步與解決這些問題對於確保人工智慧驅動的農業機器人的道德和長期採用至關重要。

COVID-19 的影響:

  • COVID-19的爆發對農業機器人市場產生了重大影響。封鎖、勞動力短缺和供應鏈中斷凸顯了對彈性自動化農業的需求。因此,人們對機器人技術來緩解這些挑戰越來越感興趣。然而,疫情也帶來了生產延遲、資金減少、現場測試有限等障礙。儘管存在這些障礙,這場危機還是加速了農業機器人的採用,特別是在種植、收割和監控等任務方面。
  • 擠奶機器人行業預計將在預測期內成為最大的行業
  • 預計擠奶機器人行業在預測期內將達到最高水平。擠奶機器人已經完全實現了擠奶過程的自動化,並徹底改變了酪農行業。這些最先進的機器旨在無需人工干涉即可為奶牛擠奶,並為酪農帶來多種好處。通過機械地將擠奶杯從牛的乳房上固定和釋放,擠奶機器人消除了手工擠奶的需要。此外,擠奶機器人的感測器還收集有關牛健康狀況、產奶量和牛奶品質的資訊。
  • 預計戶外細分市場在預測期內年複合成長率最高
  • 由於戶外機器人目前在大多數農業用途中使用,預計在預測期內,用於戶外農業環境的農業機器人將主導市場。最流行的戶外農業機器人是促進因素限制器、無人機和無人機以及自動收割系統。大多數農產品,包括水果和蔬菜,都是在戶外種植的。此外,戶外農業可能會擁有更大的市場佔有率,因為大多數機器人都是為戶外使用而開發的。

佔比最大的地區:

預計亞太地區市場在預測期內將出現顯著成長。在勞動力短缺加劇、該地區勞動力成本急劇上升以及人均可支配收入高的背景下,尖端技術的日益要素了該地區的市場。政府加大對農業機器人引進的激勵措施,例如無人機、無人駕駛曳引機和其他提供智慧農業的農業系統,也要素該地區的成長。

複合年複合成長率最高的地區:

該地區市場的推動因素包括日益惡化的勞動力短缺、該地區勞動力成本急劇上升以及由於人均可支配收入高而更多地採用先進技術。政府加大對農業機器人引進的激勵措施,例如無人機、駕駛人曳引機和其他提供智慧農業的農業系統,也是促進該地區成長的要素之一。

免費客製化服務:

訂閱此報告的客戶將收到以下免費客製化選項之一:

  • 公司簡介
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  • 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(注:基於可行性檢查)
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    • 根據產品系列、地域分佈和戰略聯盟對主要企業進行基準測試

目錄

第1章 執行摘要

第2章 前言

  • 概述
  • 利益相關者
  • 調查範圍
  • 調查方法
    • 資料挖掘
    • 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
    • 假設

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
  • 替代品的威脅
  • 新進入者的威脅
  • 競爭公司之間的敵對關係

第5章 全球農業機器人市場:按類型

  • 自動收割機器人
  • 無人曳引機
  • 擠奶機器人
  • 無人機(無人機)
  • 其他類型

第6章 全球農業機器人市場:按報價

  • 硬體
  • 服務
  • 軟體

第7章 全球農業機器人市場:按農業環境分類

  • 室內的
  • 戶外的

第8章 全球農業機器人市場:按用途

  • 廣闊的土地
    • 施肥和灌溉
    • 現場測繪
    • 跨文化營運
    • 採摘和收穫
    • 播種和種植
  • 酪農管理
    • 擠奶
    • 牧羊人和牲畜
  • 航空資料採集
  • 庫存控制
  • 修剪管理
  • 天氣追蹤和預報
  • 其他用途

第9章 全球農業機器人市場:按地區

  • 北美
    • 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
    • 澳大利亞
    • 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

  • 契約、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

  • AG Eagle LLC
  • AG Leader Technology.
  • Agco Corporation.
  • Agribotix LLC
  • Agrobot
  • Auroras SRL
  • Autocopter Corp.
  • Autonomous Solutions Inc.
  • Blue River Technology
  • Boumatic Robotics, BV
  • Clearpath Robotics
  • Deepfield Robotics
  • Deere & Company
  • DeLaval
  • GEA Group
  • Grownetics Inc.
  • Harvest Automation
  • The International Business Machines Corporation(IBM)
  • John Deere
  • Lely Industries
  • Naio Technologies
  • Precision Hawk
  • Topcon Positioning Systems, Inc.
  • Trimble Inc.
Product Code: SMRC23705

According to Stratistics MRC, the Global Agriculture Robots Market is accounted for $10.08 billion in 2023 and is expected to reach $34.22 billion by 2030 growing at a CAGR of 19.2% during the forecast period. The automated devices designed specifically for agricultural uses are known as agriculture robots. Farming is done by these robots with the least amount of human intervention. These devices are used by farmers to do chores like trimming, mowing, and spraying, among others. In the present world, the use of these agricultural robots is essential for effectively increasing productivity.

According to the International Federation of Robotics (IFR) Approximately 20,000 dairy farms have installed robots in Canada, the US, China, Western Europe and Japan. The increased milking frequency and high labor flexibility are driving the milking robots market.

Market Dynamics:

Driver:

  • Shortage of workers in the agricultural sector.
  • The industry-wide scarcity of trained manpower in agriculture is the factor that has led to the introduction of agricultural robots. Farm laborers are becoming less accessible in many places, which make it difficult to complete labor-intensive jobs. The use of these robots lessens the need for human labor, which is a solution. These robots are capable of working autonomously without requiring continual monitoring and are accurate and efficient at doing routine jobs. Agricultural robots assist farmers overcome manpower shortages, enhance production, and lower operating costs by automating chores like planting, weeding, and harvesting.

Restraint:

  • High digitization costs for small farms.
  • Although these robots have several advantages, such as greater productivity, accuracy, and decreased labor needs, their expensive costs prevent their broad adoption by farmers, particularly small and medium-sized farms. Many farmers are unable to access new technologies due to the initial investment and maintenance expenses of agricultural robots. The upshot is a growing digital gap in agriculture, as larger, wealthier farms profit from technological improvements but smaller, resource-constrained farmers find it difficult to stay up. Additionally, agricultural technology firms are discouraged from creating cost-effective solutions as a result of the high expenses, thus restricting the alternatives available to farmers on a budget.

Opportunity:

  • Untapped market potential and room for automation.
  • Robotics are widely utilized in the food processing sector, but less so in agriculture. Furthermore, the application of robots for cattle management presents a chance for the implementation of autonomous platforms, such as Internet of Things tags. Automation in the agriculture sector may be further improved by the use of remote sensing to track livestock or raw materials for industrial production using various identifying tags to maximize the number and quality of crops or livestock produced. The creation and widespread use of several drone and robotic technologies have made it easier for farmers to handle the demanding nature of their line of work.

Threat:

  • Potential risk of using AI-based agricultural robots.
  • These cutting-edge robots have the enormous potential to change farming techniques by increasing productivity, accuracy, and output, but they also carry certain inherent hazards. Concerns include the possibility that automation would eliminate jobs, access restrictions for small-scale farmers, data security and privacy concerns, and the requirement for a reliable technological infrastructure. To secure the ethical and long-term adoption of AI-driven agricultural robots, it is crucial to strike a balance between technical advancement and resolving these issues.

COVID-19 Impact:

  • The COVID-19 pandemic has significantly impacted the agriculture robot market. Lockdowns, labor shortages, and disrupted supply chains highlighted the need for resilient and automated agricultural practices. This led to increased interest in robotics to mitigate such challenges. However, the pandemic also posed obstacles in terms of production delays, reduced funding, and limited field testing. Despite these hurdles, the crisis accelerated the adoption of agricultural robots, particularly in tasks like planting, harvesting, and monitoring.
  • The milking robots segment is expected to be the largest during the forecast period
  • The milking robots segment is anticipated to be the largest during the forecast period. Milking robots, have completely automated the milking process, revolutionizing the dairy business. These cutting-edge devices are made to milk cows without the assistance of a person, which has several advantages for dairy producers. By mechanically securing and removing milking cups from a cow's udders, milking robots do away with the necessity for hand milking. Additionally, sensors on milking robots collect information on cow health, milk yield, and milk quality.
  • The outdoor segment is expected to have the highest CAGR during the forecast period
  • Agricultural robots for outdoor farming conditions are expected to rule the market over the forecast period because outside robots are currently used in the majority of agricultural applications. Among the most popular types of outdoor agricultural robots are driverless tractors, UAVs and drones, and automated harvesting systems. A large portion of agricultural crops, including fruits and vegetables, are grown outdoors. Moreover, outdoor farming is likely to have a larger market share as the majority of robots are being developed for outdoor applications.

Region with largest share:

Asia Pacific is expected to register substantial growth over the forecast period in the market. The market in the region is driven by the higher adoption of advanced technology due to an increasing labor shortage, high labor costs in the region, and high per-capita disposable income. Increasing government encouragement for the deployment of robots in agriculture, such as unmanned aerial vehicles, driverless tractors, and other agriculture systems to provide smart farming, are some of the factors contributing to the region's growth.

Region with highest CAGR:

The market in the region is driven by the higher adoption of advanced technology due to an increasing labor shortage, high labor costs in the region, and high per-capita disposable income. Increasing government encouragement for the deployment of robots in agriculture, such as unmanned aerial vehicles, driverless tractors, and other agriculture systems to provide smart farming, are some of the factors contributing to the region's growth.

Key players in the market:

Some of the key players profiled in the Agriculture Robots Market include: AG Eagle LLC, AG Leader Technology, Agco Corporation, Agribotix LLC, Agrobot, Auroras S.R.L., Autocopter Corp., Autonomous Solutions Inc., Blue River Technology, Boumatic Robotics, B.V., Clearpath Robotics, Deepfield Robotics, Deere & Company, DeLaval, GEA Group, Grownetics Inc., Harvest Automation, The International Business Machines Corporation (IBM), John Deere, Lely Industries, Naio Technologies, Precision Hawk, Topcon Positioning Systems, Inc and Trimble Inc.

Key Developments:

  • In June 2023, CNH Industrial unveils latest Ag tech & smart farming by leveraging great iron to develop and deploy technology that simplifies and enhances operations, provides insightful data, and utilizing alternative power solutions for sustainably advance farming.
  • In December 2022, Deere & Company formed joint venture with GUSS Automation, LLC, in Kingsburg, California. Multiple GUSS sprayers can be remotely supervised by a single operator, allowing growers to spray orchards and vineyards more quickly and consistently, using fewer resources and reducing costs by eliminating operator error and downtime.
  • In September 2022, Naio Technologies introduced the Orio, a new light electric and autonomous agriculture robot. This cutting-edge technology combines advanced robotics and artificial intelligence, providing farmers with a sustainable, serviceable, and intelligent solution to their agricultural needs.

Types Covered:

  • Automated Harvesting Robots
  • Driverless Tractors
  • Milking Robots
  • Unmanned Aerial Vehicles (Drones)
  • Other Types

Offerings Covered:

  • Hardware
  • Services
  • Software

Farming Environments Covered:

  • Indoor
  • Outdoor

Applications Covered:

  • Broad Acre
  • Dairy Farm Management
  • Aerial Data Collection
  • Inventory Management
  • Pruning Management
  • Weather Tracking and Forecasting
  • 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 Robots Market, By Type

  • 5.1 Introduction
  • 5.2 Automated Harvesting Robots
  • 5.3 Driverless Tractors
  • 5.4 Milking Robots
  • 5.5 Unmanned Aerial Vehicles (Drones)
  • 5.6 Other Types

6 Global Agriculture Robots Market, By Offering

  • 6.1 Introduction
  • 6.2 Hardware
  • 6.3 Services
  • 6.4 Software

7 Global Agriculture Robots Market, By Farming Environment

  • 7.1 Introduction
  • 7.2 Indoor
  • 7.3 Outdoor

8 Global Agriculture Robots Market, By Application

  • 8.1 Introduction
  • 8.2 Broad Acre
    • 8.2.1 Fertilizing and Irrigation
    • 8.2.2 Field Mapping
    • 8.2.3 Intercultural Operations
    • 8.2.4 Picking and Harvesting
    • 8.2.5 Seeding and Planting
  • 8.3 Dairy Farm Management
    • 8.3.1 Milking
    • 8.3.2 Shepherding and Herding
  • 8.4 Aerial Data Collection
  • 8.5 Inventory Management
  • 8.6 Pruning Management
  • 8.7 Weather Tracking and Forecasting
  • 8.8 Other Applications

9 Global Agriculture Robots 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 AG Eagle LLC
  • 11.2 AG Leader Technology.
  • 11.3 Agco Corporation.
  • 11.4 Agribotix LLC
  • 11.5 Agrobot
  • 11.6 Auroras S.R.L.
  • 11.7 Autocopter Corp.
  • 11.8 Autonomous Solutions Inc.
  • 11.9 Blue River Technology
  • 11.10 Boumatic Robotics, B.V.
  • 11.11 Clearpath Robotics
  • 11.12 Deepfield Robotics
  • 11.13 Deere & Company
  • 11.14 DeLaval
  • 11.15 GEA Group
  • 11.16 Grownetics Inc.
  • 11.17 Harvest Automation
  • 11.18 The International Business Machines Corporation (IBM)
  • 11.19 John Deere
  • 11.20 Lely Industries
  • 11.21 Naio Technologies
  • 11.22 Precision Hawk
  • 11.23 Topcon Positioning Systems, Inc.
  • 11.24 Trimble Inc.

List of Tables

  • Table 1 Global Agriculture Robots Market Outlook, By Region (2021-2030) ($MN)
  • Table 2 Global Agriculture Robots Market Outlook, By Type (2021-2030) ($MN)
  • Table 3 Global Agriculture Robots Market Outlook, By Automated Harvesting Robots (2021-2030) ($MN)
  • Table 4 Global Agriculture Robots Market Outlook, By Driverless Tractors (2021-2030) ($MN)
  • Table 5 Global Agriculture Robots Market Outlook, By Milking Robots (2021-2030) ($MN)
  • Table 6 Global Agriculture Robots Market Outlook, By Unmanned Aerial Vehicles (Drones) (2021-2030) ($MN)
  • Table 7 Global Agriculture Robots Market Outlook, By Other Types (2021-2030) ($MN)
  • Table 8 Global Agriculture Robots Market Outlook, By Offering (2021-2030) ($MN)
  • Table 9 Global Agriculture Robots Market Outlook, By Hardware (2021-2030) ($MN)
  • Table 10 Global Agriculture Robots Market Outlook, By Services (2021-2030) ($MN)
  • Table 11 Global Agriculture Robots Market Outlook, By Software (2021-2030) ($MN)
  • Table 12 Global Agriculture Robots Market Outlook, By Farming Environment (2021-2030) ($MN)
  • Table 13 Global Agriculture Robots Market Outlook, By Indoor (2021-2030) ($MN)
  • Table 14 Global Agriculture Robots Market Outlook, By Outdoor (2021-2030) ($MN)
  • Table 15 Global Agriculture Robots Market Outlook, By Application (2021-2030) ($MN)
  • Table 16 Global Agriculture Robots Market Outlook, By Broad Acre (2021-2030) ($MN)
  • Table 17 Global Agriculture Robots Market Outlook, By Fertilizing and Irrigation (2021-2030) ($MN)
  • Table 18 Global Agriculture Robots Market Outlook, By Field Mapping (2021-2030) ($MN)
  • Table 19 Global Agriculture Robots Market Outlook, By Intercultural Operations (2021-2030) ($MN)
  • Table 20 Global Agriculture Robots Market Outlook, By Picking and Harvesting (2021-2030) ($MN)
  • Table 21 Global Agriculture Robots Market Outlook, By Seeding and Planting (2021-2030) ($MN)
  • Table 22 Global Agriculture Robots Market Outlook, By Dairy Farm Management (2021-2030) ($MN)
  • Table 23 Global Agriculture Robots Market Outlook, By Milking (2021-2030) ($MN)
  • Table 24 Global Agriculture Robots Market Outlook, By Shepherding and Herding (2021-2030) ($MN)
  • Table 25 Global Agriculture Robots Market Outlook, By Aerial Data Collection (2021-2030) ($MN)
  • Table 26 Global Agriculture Robots Market Outlook, By Inventory Management (2021-2030) ($MN)
  • Table 27 Global Agriculture Robots Market Outlook, By Pruning Management (2021-2030) ($MN)
  • Table 28 Global Agriculture Robots Market Outlook, By Weather Tracking and Forecasting (2021-2030) ($MN)
  • Table 29 Global Agriculture Robots Market Outlook, By Other Applications (2021-2030) ($MN)

Note: Tables for North America, Europe, Asia Pacific, South America and Middle East & Africa Regions are also represented in the same manner as above.