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市場調查報告書
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1961140

智慧特種作物農業市場－全球產業規模、佔有率、趨勢、機會、預測：按應用、產品類型、地區和競爭格局分類，2021-2031年

Smart Specialty Crop Farming Market - Global Industry Size, Share, Trends, Opportunity, and Forecast, Segmented By Application, By Product Type, By Region & Competition, 2021-2031F
出版日期: | 出版商: TechSci Research | 英文 185 Pages | 商品交期: 2-3個工作天內

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簡介目錄

全球智慧特種作物市場預計將從 2025 年的 77.2 億美元成長到 2031 年的 144.8 億美元，複合年成長率為 11.05%。

該產業正利用物聯網 (IoT)、機器人技術和人工智慧 (AI) 來提升堅果、蔬菜和水果等高價值作物的種植效率。推動這一成長的主要因素是迫切需要解決勞動力短缺問題，以及控制因自動化而不斷上漲的生產成本。例如，根據西部種植者協會的報告，到 2024 年，特種作物生產商的監管合規成本將達到每年每英畝約 1600 美元，這將推動對提高效率解決方案的需求。此外，有關節水和氣候變遷調適的法規也不斷推動精準管理工具的應用。

市場概覽
預測期 2027-2031
市場規模：2025年 77.2億美元
市場規模：2031年 144.8億美元
複合年成長率：2026-2031年 11.05%
成長最快的細分市場 水果和堅果
最大的市場 北美洲

然而，儘管存在這些積極因素，但由於作物的生物變異性，市場仍面臨巨大的挑戰。這種特性使得通用機器人系統的設計變得複雜。與標準經濟作物不同，特種作物需要精密的操控機制，這些機制設計難度高，實施成本高。這些高技術障礙往往需要大量的資本投入，減緩了全球農業領域商業性應用的步伐。

市場促進因素

農業勞動力嚴重短缺和人事費用飆升是推動特色作物領域採用智慧農業技術的主要促進因素。漿果、葡萄和堅果等勞動密集作物的生產商越來越依賴自動化來確保在人手不足和工資上漲的情況下持續運作。正如美國農業服務聯合會2024年1月發布的市場情報報告所指出的，H-2A簽證工人的全國平均不利影響工資率已上漲至每小時17.55美元，迫使農民尋求替代人工的方案以保障盈利能力。這種經濟壓力促使農場採用能夠更穩定、更經濟地完成收割和除草等重複性工作的自動化系統，以取代波動較大的人力成本。

同時，人工智慧和自主機器人技術的快速發展正在降低複雜作物環境下精密農業的技術門檻。雖然大片田間作物較為單一，但種植特色作物卻需要精細的操作。然而，電腦視覺技術的最新創新使得機器能夠高精度地識別和處理單株植物。為了支持這項技術變革，各公司正在籌集大量資金籌措。例如，Burro公司於2024年1月宣布完成2,400萬美元的B輪資金籌措，用於擴展其果園自主運輸機器人。此外，聯邦政府的支持也為此生態系統提供了支撐；2024年，美國農業部（USDA）透過其特色作物專項津貼計畫撥款7,290萬美元，用於開發高科技整合和增強產業競爭所需的基礎設施。

市場挑戰

智慧農業市場發展面臨的主要障礙之一是特色作物固有的生物變異性。與工業化生產的標準化產品不同，新鮮農產品在大小、質地和成熟度方面存在天然差異。這種不規則性要求技術供應商開發具備先進感測能力和輕柔操作功能的精密機器人系統，以保護嬌嫩的作物免受損傷。然而，模仿人類靈巧操作的複雜性導致開發成本過高，並顯著增加了實施所需的資本投入。因此，對於許多生產者而言，這些工具仍然難以負擔。

因此，這些財務和技術壁壘顯著限制了解決方案在商業市場的普及速度。利潤率低的生產商無法承擔購買這些專用機械所需的大量投資，導致整個產業的普及停滯不前。據西部生產商協會稱，這些持續存在的技術挑戰將導致2024年，特種作物自動化商業收割技術的應用幾乎為零。大規模應用的放緩凸顯了生物異質性持續限制全球市場的利潤成長潛力。

市場趨勢

隨著可控環境農業（CEA）技術的擴展，市場格局正在重塑。 CEA技術的應用範圍已從綠葉蔬菜擴展到草莓、番茄等高價值特色作物。這一趨勢的特點是，新一輪投資湧入技術先進且具有韌性的室內系統，這些系統能夠確保全年生產，不受室外氣候波動的影響。與以往波動劇烈的周期不同，現階段營運擴充性和成熟的單位經濟效益成為優先考慮因素，資金正流入那些擁有堅實技術基礎的計劃。根據Contain公司於2025年1月發布的《室內農業展望》報告，資金流入成熟的生產模式，使得2024年室內農業總投資額成長17%，達到8.47億美元。

同時，與水果採摘領域的技術停滯不前形成鮮明對比的是，自主機器人技術在採摘以外的其他領域正蓬勃發展。儘管精細的採摘在技術上仍然具有挑戰性，但種植者已成功地將自主平台應用於一些生物互動相對簡單的任務，例如除草、疏果和噴灑農藥。這種勞動分工使得生產者能夠逐步將自動化引入其工作流程，從而在無需等待完全自動化的採摘解決方案的情況下，立即提高田間管理效率。 2025年10月，西部種植者協會（WGA）在其更新版的《自動化下一步》報告中預測，到2024年，約有2-3%的非採摘類農活將實現自動化，這表明農作物管理正朝著機械化方向顯著轉變。

目錄

第1章概述

第2章：調查方法

第3章執行摘要

第4章：客戶心聲

第5章：全球智慧特色作物農業市場展望

  • 市場規模及預測
    • 按金額
  • 市佔率及預測
    • 依用途分類（水果和堅果、蔬菜、香草和香辛料、藥用草藥、其他）
    • 產品類型（露天種植硬體、受控環境農業（CEA）系統硬體和軟體）
    • 按地區
    • 按公司（2025 年）
  • 市場地圖

第6章：北美智慧特種作物農業市場展望

  • 市場規模及預測
  • 市佔率及預測
  • 北美洲：國別分析
    • 美國
    • 加拿大
    • 墨西哥

第7章：歐洲智慧特種作物農業市場展望

  • 市場規模及預測
  • 市佔率及預測
  • 歐洲：國別分析
    • 德國
    • 法國
    • 英國
    • 義大利
    • 西班牙

第8章：亞太地區智慧特色作物農業市場展望

  • 市場規模及預測
  • 市佔率及預測
  • 亞太地區：國別分析
    • 中國
    • 印度
    • 日本
    • 韓國
    • 澳洲

第9章：中東與非洲智慧特種作物農業市場展望

  • 市場規模及預測
  • 市佔率及預測
  • 中東與非洲：國別分析
    • 沙烏地阿拉伯
    • 阿拉伯聯合大公國
    • 南非

第10章：南美洲智慧特種作物農業市場展望

  • 市場規模及預測
  • 市佔率及預測
  • 南美洲：國別分析
    • 巴西
    • 哥倫比亞
    • 阿根廷

第11章 市場動態

  • 促進因素
  • 任務

第12章 市場趨勢與發展

  • 併購
  • 產品發布
  • 近期趨勢

第13章：全球智慧特種作物農業市場：SWOT分析

第14章：波特五力分析

  • 產業競爭
  • 新進入者的潛力
  • 供應商的議價能力
  • 顧客權力
  • 替代品的威脅

第15章 競爭格局

  • Freight Farms, Inc.
  • IUNU
  • CNH Industrial NV
  • Deere & Company.
  • ams-OSRAM AG
  • Everlight electronics co., ltd
  • WUrth Elektronik eiSos GmbH & Co. KG
  • Netafim Ltd.
  • Ag Leader Technology
  • Hexagon AB

第16章 策略建議

第17章：關於研究公司及免責聲明

簡介目錄
Product Code: 25011

The Global Smart Specialty Crop Farming Market is projected to increase from USD 7.72 Billion in 2025 to USD 14.48 Billion by 2031, registering a CAGR of 11.05%. This industry utilizes the Internet of Things, robotics, and artificial intelligence to enhance the cultivation of high-value produce, including nuts, vegetables, and fruits. The primary factors driving this growth are the urgent need to address labor shortages and the necessity to control rising production costs through automation. For instance, the Western Growers Association reported that in 2024, regulatory compliance costs for specialty crop growers hit approximately $1,600 per acre annually, intensifying the demand for efficiency solutions. Additionally, mandates regarding water conservation and climate change adaptation continue to motivate the adoption of precision management tools.

Market Overview
Forecast Period2027-2031
Market Size 2025USD 7.72 Billion
Market Size 2031USD 14.48 Billion
CAGR 2026-203111.05%
Fastest Growing SegmentFruits and Tree Nuts
Largest MarketNorth America

However, despite these positive drivers, the market encounters a significant obstacle due to the biological variability of crops, which complicates the engineering of universal robotic systems. Unlike standard commodity farming, specialty produce demands gentle handling mechanisms that are challenging to design and expensive to implement. This high technical barrier frequently leads to substantial capital expenditure requirements, thereby slowing the rate of widespread commercial adoption throughout the global agricultural sector.

Market Driver

The intensifying shortage of agricultural labor and escalating workforce costs serve as the primary catalyst for the adoption of smart farming technologies in the specialty crop sector. Producers of labor-intensive crops such as berries, grapes, and nuts are increasingly relying on automation to ensure operational continuity as the availability of manual workers diminishes and wages increase. As noted in the American Farm Bureau Federation's 'Market Intel' report from January 2024, the national average Adverse Effect Wage Rate for H-2A workers rose to $17.55 per hour, compelling farmers to find alternatives to human labor to protect profit margins. This financial pressure drives farms to integrate autonomous systems capable of executing repetitive tasks like harvesting and weeding with greater consistency and lower long-term costs than a fluctuating workforce.

Simultaneously, rapid progress in artificial intelligence and autonomous robotics is lowering the technical hurdles for precision agriculture in complex crop environments. While broadacre crops are uniform, specialty farming requires delicate handling, yet recent computer vision innovations now allow machines to identify and treat individual plants with high precision. To support this technological transition, companies are securing major funding; for example, Burro announced a $24 million Series B round in January 2024 to expand its fleet of autonomous orchard hauling robots. Furthermore, federal support helps sustain this ecosystem, with the USDA awarding $72.9 million through the Specialty Crop Block Grant Program in 2024 to bolster the infrastructure necessary for high-tech integration and industry competitiveness.

Market Challenge

A major impediment to the growth of the smart farming market is the inherent biological variability found in specialty crops. Unlike the standardized components of industrial manufacturing, fresh produce displays natural inconsistencies in size, texture, and ripeness. This irregularity necessitates that technology providers engineer highly advanced robotic systems with intricate sensory perception and gentle handling capabilities to prevent damaging delicate crops. The complexity involved in mimicking human dexterity results in excessive development costs and significantly elevates the capital expenditure required for implementation, rendering these tools financially inaccessible for many producers.

As a consequence, these financial and technical barriers have severely restricted the pace at which these solutions enter the commercial market. Growers operating with tight profit margins are often unable to justify the heavy investment required for such specialized machinery, leading to stalled adoption rates across the sector. According to the Western Growers Association, commercial harvest automation penetration for specialty crops remained effectively at 0 percent in 2024 due to these enduring technical challenges. This lack of scalable adoption underscores how biological inconsistency continues to limit the broader revenue potential of the global market.

Market Trends

The market is being reshaped by the expansion of Controlled Environment Agriculture (CEA) technologies, which are moving beyond leafy greens to include high-value specialty crops like strawberries and tomatoes. This trend is defined by a renewed wave of investment in technologically advanced, resilient indoor systems capable of guaranteeing year-round production regardless of outdoor climate variability. Unlike previous volatile cycles, the current phase prioritizes operational scalability and proven unit economics, attracting capital to projects with solid technological foundations. Contain Inc's 'Indoor Ag Outlook' report from January 2025 noted that total investment in indoor agriculture reached $847 million in 2024, a 17 percent increase from the prior year, as funds flowed into these matured production models.

Concurrently, the widespread adoption of autonomous robotics is gaining momentum in non-harvest applications, diverging from the technical stagnation observed in fruit picking. While delicate harvesting remains technically difficult, growers are successfully deploying autonomous platforms for robust tasks such as weeding, thinning, and spraying where biological interaction is less complex. This segmentation enables producers to incrementally incorporate automation into their workflows, securing immediate efficiency gains in field maintenance without waiting for fully autonomous harvest solutions. In October 2025, the Western Growers Association estimated in their 'Our Next Move in Automation' update that roughly 2 to 3 percent of non-harvest farm labor had been automated by 2024, signaling a definitive shift toward mechanized crop management.

Key Market Players

  • Freight Farms, Inc.
  • IUNU
  • CNH Industrial N.V.
  • Deere & Company.
  • ams-OSRAM AG
  • Everlight electronics co., ltd
  • WUrth Elektronik eiSos GmbH & Co. KG
  • Netafim Ltd.
  • Ag Leader Technology
  • Hexagon AB

Report Scope

In this report, the Global Smart Specialty Crop Farming Market has been segmented into the following categories, in addition to the industry trends which have also been detailed below:

Smart Specialty Crop Farming Market, By Application

  • Fruits and Tree Nuts
  • Vegetables
  • Culinary Herbs and Spices
  • Medicinal Herbs
  • Others

Smart Specialty Crop Farming Market, By Product Type

  • Open Field Hardware
  • Controlled Environment Agriculture (CEA) Systems Hardware
  • Software

Smart Specialty Crop Farming Market, By Region

  • North America
    • United States
    • Canada
    • Mexico
  • Europe
    • France
    • United Kingdom
    • Italy
    • Germany
    • Spain
  • Asia Pacific
    • China
    • India
    • Japan
    • Australia
    • South Korea
  • South America
    • Brazil
    • Argentina
    • Colombia
  • Middle East & Africa
    • South Africa
    • Saudi Arabia
    • UAE

Competitive Landscape

Company Profiles: Detailed analysis of the major companies present in the Global Smart Specialty Crop Farming Market.

Available Customizations:

Global Smart Specialty Crop Farming Market report with the given market data, TechSci Research offers customizations according to a company's specific needs. The following customization options are available for the report:

Company Information

  • Detailed analysis and profiling of additional market players (up to five).

Table of Contents

1. Product Overview

  • 1.1. Market Definition
  • 1.2. Scope of the Market
    • 1.2.1. Markets Covered
    • 1.2.2. Years Considered for Study
    • 1.2.3. Key Market Segmentations

2. Research Methodology

  • 2.1. Objective of the Study
  • 2.2. Baseline Methodology
  • 2.3. Key Industry Partners
  • 2.4. Major Association and Secondary Sources
  • 2.5. Forecasting Methodology
  • 2.6. Data Triangulation & Validation
  • 2.7. Assumptions and Limitations

3. Executive Summary

  • 3.1. Overview of the Market
  • 3.2. Overview of Key Market Segmentations
  • 3.3. Overview of Key Market Players
  • 3.4. Overview of Key Regions/Countries
  • 3.5. Overview of Market Drivers, Challenges, Trends

4. Voice of Customer

5. Global Smart Specialty Crop Farming Market Outlook

  • 5.1. Market Size & Forecast
    • 5.1.1. By Value
  • 5.2. Market Share & Forecast
    • 5.2.1. By Application (Fruits and Tree Nuts, Vegetables, Culinary Herbs and Spices, Medicinal Herbs, Others)
    • 5.2.2. By Product Type (Open Field Hardware, Controlled Environment Agriculture (CEA) Systems Hardware, Software)
    • 5.2.3. By Region
    • 5.2.4. By Company (2025)
  • 5.3. Market Map

6. North America Smart Specialty Crop Farming Market Outlook

  • 6.1. Market Size & Forecast
    • 6.1.1. By Value
  • 6.2. Market Share & Forecast
    • 6.2.1. By Application
    • 6.2.2. By Product Type
    • 6.2.3. By Country
  • 6.3. North America: Country Analysis
    • 6.3.1. United States Smart Specialty Crop Farming Market Outlook
      • 6.3.1.1. Market Size & Forecast
        • 6.3.1.1.1. By Value
      • 6.3.1.2. Market Share & Forecast
        • 6.3.1.2.1. By Application
        • 6.3.1.2.2. By Product Type
    • 6.3.2. Canada Smart Specialty Crop Farming Market Outlook
      • 6.3.2.1. Market Size & Forecast
        • 6.3.2.1.1. By Value
      • 6.3.2.2. Market Share & Forecast
        • 6.3.2.2.1. By Application
        • 6.3.2.2.2. By Product Type
    • 6.3.3. Mexico Smart Specialty Crop Farming Market Outlook
      • 6.3.3.1. Market Size & Forecast
        • 6.3.3.1.1. By Value
      • 6.3.3.2. Market Share & Forecast
        • 6.3.3.2.1. By Application
        • 6.3.3.2.2. By Product Type

7. Europe Smart Specialty Crop Farming Market Outlook

  • 7.1. Market Size & Forecast
    • 7.1.1. By Value
  • 7.2. Market Share & Forecast
    • 7.2.1. By Application
    • 7.2.2. By Product Type
    • 7.2.3. By Country
  • 7.3. Europe: Country Analysis
    • 7.3.1. Germany Smart Specialty Crop Farming Market Outlook
      • 7.3.1.1. Market Size & Forecast
        • 7.3.1.1.1. By Value
      • 7.3.1.2. Market Share & Forecast
        • 7.3.1.2.1. By Application
        • 7.3.1.2.2. By Product Type
    • 7.3.2. France Smart Specialty Crop Farming Market Outlook
      • 7.3.2.1. Market Size & Forecast
        • 7.3.2.1.1. By Value
      • 7.3.2.2. Market Share & Forecast
        • 7.3.2.2.1. By Application
        • 7.3.2.2.2. By Product Type
    • 7.3.3. United Kingdom Smart Specialty Crop Farming Market Outlook
      • 7.3.3.1. Market Size & Forecast
        • 7.3.3.1.1. By Value
      • 7.3.3.2. Market Share & Forecast
        • 7.3.3.2.1. By Application
        • 7.3.3.2.2. By Product Type
    • 7.3.4. Italy Smart Specialty Crop Farming Market Outlook
      • 7.3.4.1. Market Size & Forecast
        • 7.3.4.1.1. By Value
      • 7.3.4.2. Market Share & Forecast
        • 7.3.4.2.1. By Application
        • 7.3.4.2.2. By Product Type
    • 7.3.5. Spain Smart Specialty Crop Farming Market Outlook
      • 7.3.5.1. Market Size & Forecast
        • 7.3.5.1.1. By Value
      • 7.3.5.2. Market Share & Forecast
        • 7.3.5.2.1. By Application
        • 7.3.5.2.2. By Product Type

8. Asia Pacific Smart Specialty Crop Farming Market Outlook

  • 8.1. Market Size & Forecast
    • 8.1.1. By Value
  • 8.2. Market Share & Forecast
    • 8.2.1. By Application
    • 8.2.2. By Product Type
    • 8.2.3. By Country
  • 8.3. Asia Pacific: Country Analysis
    • 8.3.1. China Smart Specialty Crop Farming Market Outlook
      • 8.3.1.1. Market Size & Forecast
        • 8.3.1.1.1. By Value
      • 8.3.1.2. Market Share & Forecast
        • 8.3.1.2.1. By Application
        • 8.3.1.2.2. By Product Type
    • 8.3.2. India Smart Specialty Crop Farming Market Outlook
      • 8.3.2.1. Market Size & Forecast
        • 8.3.2.1.1. By Value
      • 8.3.2.2. Market Share & Forecast
        • 8.3.2.2.1. By Application
        • 8.3.2.2.2. By Product Type
    • 8.3.3. Japan Smart Specialty Crop Farming Market Outlook
      • 8.3.3.1. Market Size & Forecast
        • 8.3.3.1.1. By Value
      • 8.3.3.2. Market Share & Forecast
        • 8.3.3.2.1. By Application
        • 8.3.3.2.2. By Product Type
    • 8.3.4. South Korea Smart Specialty Crop Farming Market Outlook
      • 8.3.4.1. Market Size & Forecast
        • 8.3.4.1.1. By Value
      • 8.3.4.2. Market Share & Forecast
        • 8.3.4.2.1. By Application
        • 8.3.4.2.2. By Product Type
    • 8.3.5. Australia Smart Specialty Crop Farming Market Outlook
      • 8.3.5.1. Market Size & Forecast
        • 8.3.5.1.1. By Value
      • 8.3.5.2. Market Share & Forecast
        • 8.3.5.2.1. By Application
        • 8.3.5.2.2. By Product Type

9. Middle East & Africa Smart Specialty Crop Farming Market Outlook

  • 9.1. Market Size & Forecast
    • 9.1.1. By Value
  • 9.2. Market Share & Forecast
    • 9.2.1. By Application
    • 9.2.2. By Product Type
    • 9.2.3. By Country
  • 9.3. Middle East & Africa: Country Analysis
    • 9.3.1. Saudi Arabia Smart Specialty Crop Farming Market Outlook
      • 9.3.1.1. Market Size & Forecast
        • 9.3.1.1.1. By Value
      • 9.3.1.2. Market Share & Forecast
        • 9.3.1.2.1. By Application
        • 9.3.1.2.2. By Product Type
    • 9.3.2. UAE Smart Specialty Crop Farming Market Outlook
      • 9.3.2.1. Market Size & Forecast
        • 9.3.2.1.1. By Value
      • 9.3.2.2. Market Share & Forecast
        • 9.3.2.2.1. By Application
        • 9.3.2.2.2. By Product Type
    • 9.3.3. South Africa Smart Specialty Crop Farming Market Outlook
      • 9.3.3.1. Market Size & Forecast
        • 9.3.3.1.1. By Value
      • 9.3.3.2. Market Share & Forecast
        • 9.3.3.2.1. By Application
        • 9.3.3.2.2. By Product Type

10. South America Smart Specialty Crop Farming Market Outlook

  • 10.1. Market Size & Forecast
    • 10.1.1. By Value
  • 10.2. Market Share & Forecast
    • 10.2.1. By Application
    • 10.2.2. By Product Type
    • 10.2.3. By Country
  • 10.3. South America: Country Analysis
    • 10.3.1. Brazil Smart Specialty Crop Farming Market Outlook
      • 10.3.1.1. Market Size & Forecast
        • 10.3.1.1.1. By Value
      • 10.3.1.2. Market Share & Forecast
        • 10.3.1.2.1. By Application
        • 10.3.1.2.2. By Product Type
    • 10.3.2. Colombia Smart Specialty Crop Farming Market Outlook
      • 10.3.2.1. Market Size & Forecast
        • 10.3.2.1.1. By Value
      • 10.3.2.2. Market Share & Forecast
        • 10.3.2.2.1. By Application
        • 10.3.2.2.2. By Product Type
    • 10.3.3. Argentina Smart Specialty Crop Farming Market Outlook
      • 10.3.3.1. Market Size & Forecast
        • 10.3.3.1.1. By Value
      • 10.3.3.2. Market Share & Forecast
        • 10.3.3.2.1. By Application
        • 10.3.3.2.2. By Product Type

11. Market Dynamics

  • 11.1. Drivers
  • 11.2. Challenges

12. Market Trends & Developments

  • 12.1. Merger & Acquisition (If Any)
  • 12.2. Product Launches (If Any)
  • 12.3. Recent Developments

13. Global Smart Specialty Crop Farming Market: SWOT Analysis

14. Porter's Five Forces Analysis

  • 14.1. Competition in the Industry
  • 14.2. Potential of New Entrants
  • 14.3. Power of Suppliers
  • 14.4. Power of Customers
  • 14.5. Threat of Substitute Products

15. Competitive Landscape

  • 15.1. Freight Farms, Inc.
    • 15.1.1. Business Overview
    • 15.1.2. Products & Services
    • 15.1.3. Recent Developments
    • 15.1.4. Key Personnel
    • 15.1.5. SWOT Analysis
  • 15.2. IUNU
  • 15.3. CNH Industrial N.V.
  • 15.4. Deere & Company.
  • 15.5. ams-OSRAM AG
  • 15.6. Everlight electronics co., ltd
  • 15.7. WUrth Elektronik eiSos GmbH & Co. KG
  • 15.8. Netafim Ltd.
  • 15.9. Ag Leader Technology
  • 15.10. Hexagon AB

16. Strategic Recommendations

17. About Us & Disclaimer