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1603851

到 2030 年作物生產軟體市場預測：按作物類型、部署模式、農場規模、解決方案、應用程式、最終用戶和地區進行的全球分析

Crop Production Software Market Forecasts to 2030 - Global Analysis By Crop Type (Cereals & Grains, Fruits & Vegetables, Oilseeds & Pulses, and Other Crops), Deployment Mode, Farm Size, Solution, Application, End User 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，2024年全球作物生產軟體市場規模將達20億美元，預計2030年將達到54.7億美元，預測期內複合年成長率為18.2%。

作物生產軟體是指旨在提高農業營運效率、生產力和永續性的數位工具。這些軟體程式可用於作物生長監測、資源管理、灌溉最佳化和產量預測資料分析。全球糧食需求的增加、精準農業方法的使用、農業技術的改進以及對永續農業方法的需求是推動該產業的主要因素。農業中擴大使用物聯網設備和雲端基礎的解決方案也推動了市場擴張。

根據糧農組織2021年統計報告，農林漁業對就業的貢獻將從2017年的896,341,000下降至2020年的873,757,000。

世界人口成長

作物生產軟體市場受到世界人口持續成長的顯著影響。農民面臨的挑戰是在糧食需求增加的同時，用更少的資源生產更多的糧食。作物生產軟體提供了最佳化耕作方法、提高產量和降低成本的方法。這些軟體程式透過提供資料驅動的見解，幫助農民在害蟲防治、肥料、灌溉和種植方面做出明智的決策。隨著世界人口的持續成長，對永續和有效農業的需求可能會推動作物生產軟體的市場擴張。

缺乏技術專長

農民缺乏技術技能很大程度上阻礙了作物生產軟體的使用。許多農民，特別是開發中國家，可能缺乏操作和維護先進軟體系統所需的知識。結果，決策、分析和資料輸入可能變得困難。數位落差進一步加劇了這個問題，農村地區往往無法連接高速網路。製造商和服務提供者透過提供技術支援、培訓計劃和易於使用的介面來克服這些障礙，從而增強農民的能力並加速這些技術的採用。

對有機和永續農業的需求不斷成長

消費者對食品品質和環境影響的認知不斷提高，促使農民採取環保做法。透過最大限度地利用水、最大限度地減少化學品投入並透過資料主導的見解促進土壤健康，作物生產軟體可實現永續農業。此外，這些軟體程式還可以幫助農場滿足有機產品的認證要求和監管規範。隨著永續農業對於滿足消費者和監管要求變得越來越重要，作物生產軟體對於實現有效且環保的農業實踐至關重要。

資料安全問題

資料安全問題對作物生產軟體市場構成嚴重障礙，因為農民和農業相關企業依賴這些系統來處理敏感的業務資料。作物產量、土壤狀況、農藥使用等資料類型，如果被未經授權的第三方訪問，可能會被濫用或造成競爭劣勢。對資料所有權和隱私的擔憂也浮現。這是因為許多農民擔心第三方能夠存取和控制他們的資料，特別是當這些資料儲存在基於雲端基礎的系統中時。此外，在農村地區，網路安全措施薄弱，因此軟體漏洞被指出，這可能會讓謹慎的用戶望而卻步。

COVID-19 的影響

COVID-19 的爆發對作物生產軟體市場產生了重大影響。隨著農民擴大使用數位工具遠端管理和監控農業生產，由於面對面的連接受到限制，軟體的使用顯著增加。然而，隨著全球供應鏈遭受前所未有的破壞，疫情也引起了人們對資料安全缺陷以及對可靠且易於使用的軟體解決方案的需求的關注。障礙包括勞動力短缺和財務限制，這導致軟體實施的延遲，特別是對於小型農場而言。 COVID-19 加速了農業數位革命，同時凸顯了需要加強網路安全和復原力的領域。

預計穀物和穀物產業在預測期內將是最大的

據估計，穀物和穀物產業是最大的，因為需要增加產量以滿足不斷成長的糧食需求。糧食安全取決於最大限度地提高這些作物的生產力，這些作物是世界各地必不可少的主食。透過資料驅動的洞察，作物生產軟體可以幫助農民進行灌溉管理、昆蟲管理和土壤品管，這對於大規模糧食和糧食種植至關重要。此外，向永續農業的過渡正在促使農民採用追蹤環境影響並提高資源效率的軟體，從而推動永續性和生產力目標。

預計實地測繪產業在預測期間內複合年成長率最高

預計實地測繪領域在預測期內的複合年成長率最高。田間測繪利用 GPS、無人機和衛星影像提供精確的地理資料，幫助農民做出有關害蟲防治、施肥和灌溉的有針對性的決策。這減少了資源浪費並提高了收穫效率。此外，對永續實踐的認知不斷提高，鼓勵農民使用田間測繪軟體來追蹤和減少對環境的影響，使其成為現代精密農業的重要工具。

比最大的地區

預計亞太地區在預測期內將佔據最大的市場佔有率。這是因為需要增加農業產量來養活不斷增加的人口。隨著中國和印度等國家注重農業現代化，精密農業和數位解決方案被大量採用，以實現有效的資源管理。軟體的採用進一步受到政府計劃和補貼的推動，而需求則受到永續農業實踐知識不斷成長的推動。智慧型手機的快速普及和農村地區網際網路的便利存取促進了數位解決方案的採用，從而加速了市場擴張。

複合年成長率最高的地區：

由於精密農業的使用、對環境友善耕作方法的強烈渴望以及最尖端科技基礎設施，預計北美在預測期內的複合年成長率最高。農民擴大使用資料驅動的軟體來做出有關種植、施肥和灌溉的更好決策，特別關注提高農業產量和盡量減少對環境的影響。政府對數位農業的激勵和支持正在進一步加速採用。此外，該地區高度發展的物聯網網路和農民的高數位素養增加了作物生產軟體擴展的潛力。

提供免費客製化：

訂閱此報告的客戶將收到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）
  • 區域分割
    • 根據客戶興趣對主要國家的市場估計、預測和複合年成長率（註：基於可行性檢查）
  • 競爭標基準化分析
    • 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
  • 相關利益者
  • 調查範圍
  • 調查方法
    • 資料探勘
    • 資料分析
    • 資料檢驗
    • 研究途徑
  • 研究資訊來源
    • 主要研究資訊來源
    • 二次研究資訊來源
    • 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
  • 最終用戶分析
  • 新興市場
  • 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章全球作物生產軟體市場：依作物類型

  • 穀物/穀物
  • 水果和蔬菜
  • 油籽和豆類
  • 其他作物

第6章全球作物生產軟體市場：依部署模式

  • 雲端基礎
  • 本地

第7章全球作物生產軟體市場：依農場規模

  • 中小型農場
  • 大型農場

第8章全球作物生產軟體市場：依解決方案

  • 軟體
  • 服務

第9章全球作物生產軟體市場：依應用分類

  • 現場測繪
  • 庫存管理
  • 氣象追蹤與預報
  • 農業經濟
  • 產量監控
  • 精密農業
  • 牲畜監測
  • 水產養殖
  • 智慧溫室
  • 其他用途

第10章全球作物生產軟體市場：依最終用戶分類

  • 農業相關企業
  • 農民
  • 政府機構
  • 農業研究組織
  • 其他最終用戶

第11章全球作物生產軟體市場：按地區

  • 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/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12章 主要進展

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

第13章 公司概況

  • Trimble Inc.
  • AGRIVI Ltd
  • Oracle Corporation
  • Conservis
  • Farmbrite
  • Deere & Company
  • Ag Leader Technology
  • AgJunction Inc.
  • AGCO Corporation
  • Raven Industries Inc.
  • Topcon Corporation
  • CropZilla
  • AgriWebb
  • Granular Inc.
  • Taranis
  • FarmLogs
  • Agrinavia
  • EFC Systems, Inc.
Product Code: SMRC27873

According to Stratistics MRC, the Global Crop Production Software Market is accounted for $2.00 billion in 2024 and is expected to reach $5.47 billion by 2030 growing at a CAGR of 18.2 % during the forecast period. Crop Production Software refers to digital tools designed to enhance the efficiency, productivity, and sustainability of farming operations. These software programs help with crop growth monitoring, resource management, irrigation optimization, and yield prediction data analysis. The growing demand for food worldwide, the use of precision farming methods, improvements in agricultural technology, and the requirement for sustainable farming methods are the main factors propelling this industry. The growing use of IoT-enabled equipment and cloud-based solutions in agriculture additionally fuels market expansion.

According to the FAO statistics 2021 report, the agriculture, forestry, and fishing sector's contribution to employment declined from 896,341 thousand people in 2017 to 873,757 thousand people in 2020.

Market Dynamics:

Driver:

Rising global population

The crop production software market is significantly influenced by the world's continuously expanding population. The problem for farmers is to produce more food with fewer resources while the demand for food rises. Software for crop production provides ways to optimize farming methods, raise yields, and cut expenses. These software programs help farmers make well-informed decisions about pest control, fertilizer, irrigation, and planting by offering data-driven insights. The demand for sustainable and effective agriculture will drive the market expansion for crop production software as the world's population continues to grow.

Restraint:

Lack of technical expertise

The use of crop production software is significantly hampered by farmers' lack of technical skills. Many farmers can lack the knowledge needed to run and maintain sophisticated software systems, especially in developing nations. Decision-making, analysis, and data entry may become difficult as a result. The problem is further made worse by the digital divide, which occurs when rural communities frequently lack access to high-speed internet. Manufacturers and service providers are empowering farmers and facilitating the adoption of these technologies by providing technical support, training programs, and user-friendly interfaces in order to overcome these obstacles.

Opportunity:

Increasing demand for organic and sustainable farming

Farmers are adopting eco-friendly practices as a result of consumers' growing awareness of food quality and environmental impact. By maximizing water use, minimizing chemical inputs, and promoting soil health through data-driven insights, crop production software makes sustainable farming possible. Additionally, these software programs assist farms in meeting organic produce certification requirements and regulatory norms. Crop production software is vital to enabling effective, eco-friendly agricultural methods as sustainable agriculture becomes more and more necessary to satisfy consumer and regulatory demands.

Threat:

Data security concerns

Since farmers and agribusinesses depend on these systems to handle sensitive operational data, data security issues pose a serious obstacle to the crop production software market. Crop yields, soil conditions, and pesticide usage are among the data that could be misused or cause competitive disadvantages if accessible by unauthorized parties. Concerns over data ownership and privacy also surface because many farmers are concerned about third parties having access to and control over their data, particularly when such data is kept in cloud-based systems. Furthermore, software vulnerability in rural areas due to weak cyber security measures may discourage cautious users from using it.

Covid-19 Impact

The COVID-19 epidemic had a major effect on the market for crop production software. The usage of software increased significantly as a result of farmers using digital tools to manage and monitor agricultural production remotely due to limitations on in-person connection. However, as global supply chains experienced previously unheard-of disruptions, the pandemic also brought attention to data security flaws and the necessity for reliable, easily available software solutions. Obstacles included labor shortages and financial constraints, which caused software implementation delays, especially for smaller farms. All things considered, COVID-19 hastened agriculture's digital revolution while also highlighting areas that need stronger cyber security and resilience.

The cereals & grains segment is expected to be the largest during the forecast period

The cereals & grains segment is estimated to be the largest, due to the necessity of raising output to satisfy the growing demand for food. Food security depends on maximizing the productivity of these crops, which are staple essentials throughout the world. Through data-driven insights, crop production software assists farmers in managing irrigation, insect management, and soil quality-all of which are crucial in large-scale cereal and grain cultivation. Furthermore, the transition to sustainable agriculture pushes farmers to employ software to track environmental effects and boost resource efficiency, thereby advancing sustainability and productivity objectives.

The field mapping segment is expected to have the highest CAGR during the forecast period

The field mapping segment is anticipated to witness the highest CAGR during the forecast period. Field mapping uses GPS, drones, and satellite photography to offer precise geographical data that helps farmers make focused decisions about pest control, fertilization, and irrigation. By doing this, resource waste is decreased and yield efficiency is increased. Furthermore, farmers are encouraged to use field mapping software to track and reduce their environmental impact due to growing awareness of sustainable practices, making it a crucial tool for contemporary precision agriculture.

Region with largest share:

Asia Pacific is expected to have the largest market share during the forecast period due to the need of raising agricultural output in order to feed a growing population. Precision farming and digital solutions are being adopted in large numbers for effective resource management as nations like China and India concentrate on modernizing agriculture. Software adoption is further encouraged by government programs and subsidies, and demand is driven by growing knowledge of sustainable farming methods. Rural areas' quick smartphone uptake and easy access to the internet also makes it easier to implement digital solutions, which accelerate market expansion.

Region with highest CAGR:

North America is projected to witness the highest CAGR over the forecast period, owing to the use of precision farming, the strong desire for environmentally friendly agricultural methods, and the infrastructure of cutting-edge technology. Farmers are using data-driven software more and more to make better decisions about planting, fertilizing, and irrigation, with a particular emphasis on increasing agricultural yields and minimizing environmental impact. Adoption is further accelerated by government incentives and support for digital agriculture. Additionally, the region's highly developed IoT network and farmers' high levels of digital literacy increase the potential for crop production software expansion.

Key players in the market

Some of the key players profiled in the Crop Production Software Market include Trimble Inc., AGRIVI Ltd, Oracle Corporation, Conservis, Farmbrite, Deere & Company, Ag Leader Technology, AgJunction Inc., AGCO Corporation, Raven Industries Inc., Topcon Corporation, CropZilla, AgriWebb, Granular Inc., Taranis, FarmLogs, Agrinavia, and EFC Systems, Inc.

Key Developments:

In October 2024, John Deere and Trimble Partner to Expand Integrated Grade Control Versatility within Construction Portfolio. Expanding jobsite capabilities for its customers, John Deere announced a new strategic partnership with Trimble.

In October 2024, Oracle announced new AI-powered capabilities within Oracle Fusion Cloud Service and Oracle Fusion Cloud Field Service that help service teams increase productivity, better understand customer issues, and serve their customers more effectively.

In October 2024, EVERSANA, a leading provider of global commercial services to the life sciences industry, has selected Oracle Argus Cloud Service as its end-to-end pharmacovigilance services platform. Through the centralized Oracle safety system, EVERSANA will have new tools to streamline safety management, enhance regulatory compliance, and optimize operational efficiency for all global customers.

Crop Types Covered:

  • Cereals & Grains
  • Fruits & Vegetables
  • Oilseeds & Pulses
  • Other Crops

Deployment Modes Covered:

  • Cloud-Based
  • On-Premises

Farm Sizes Covered:

  • Small and Medium Farms
  • Large Farms

Solutions Covered:

  • Software
  • Services

Applications Covered:

  • Field Mapping
  • Inventory Management
  • Weather Tracking & Forecasting
  • Farm Economics
  • Yield Monitoring
  • Precision Farming
  • Livestock Monitoring
  • Aquaculture
  • Smart Greenhouse
  • Other Applications

End Users Covered:

  • Agribusiness Enterprises
  • Farmers
  • Government Bodies
  • Agronomic Research Institutions
  • Other End Users

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 2022, 2023, 2024, 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 End User Analysis
  • 3.8 Emerging Markets
  • 3.9 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 Crop Production Software Market, By Crop Type

  • 5.1 Introduction
  • 5.2 Cereals & Grains
  • 5.3 Fruits & Vegetables
  • 5.4 Oilseeds & Pulses
  • 5.5 Other Crops

6 Global Crop Production Software Market, By Deployment Mode

  • 6.1 Introduction
  • 6.2 Cloud-Based
  • 6.3 On-Premises

7 Global Crop Production Software Market, By Farm Size

  • 7.1 Introduction
  • 7.2 Small and Medium Farms
  • 7.3 Large Farms

8 Global Crop Production Software Market, By Solution

  • 8.1 Introduction
  • 8.2 Software
  • 8.3 Services

9 Global Crop Production Software Market, By Application

  • 9.1 Introduction
  • 9.2 Field Mapping
  • 9.3 Inventory Management
  • 9.4 Weather Tracking & Forecasting
  • 9.5 Farm Economics
  • 9.6 Yield Monitoring
  • 9.7 Precision Farming
  • 9.8 Livestock Monitoring
  • 9.9 Aquaculture
  • 9.10 Smart Greenhouse
  • 9.11 Other Applications

10 Global Crop Production Software Market, By End User

  • 10.1 Introduction
  • 10.2 Agribusiness Enterprises
  • 10.3 Farmers
  • 10.4 Government Bodies
  • 10.5 Agronomic Research Institutions
  • 10.6 Other End Users

11 Global Crop Production Software Market, By Geography

  • 11.1 Introduction
  • 11.2 North America
    • 11.2.1 US
    • 11.2.2 Canada
    • 11.2.3 Mexico
  • 11.3 Europe
    • 11.3.1 Germany
    • 11.3.2 UK
    • 11.3.3 Italy
    • 11.3.4 France
    • 11.3.5 Spain
    • 11.3.6 Rest of Europe
  • 11.4 Asia Pacific
    • 11.4.1 Japan
    • 11.4.2 China
    • 11.4.3 India
    • 11.4.4 Australia
    • 11.4.5 New Zealand
    • 11.4.6 South Korea
    • 11.4.7 Rest of Asia Pacific
  • 11.5 South America
    • 11.5.1 Argentina
    • 11.5.2 Brazil
    • 11.5.3 Chile
    • 11.5.4 Rest of South America
  • 11.6 Middle East & Africa
    • 11.6.1 Saudi Arabia
    • 11.6.2 UAE
    • 11.6.3 Qatar
    • 11.6.4 South Africa
    • 11.6.5 Rest of Middle East & Africa

12 Key Developments

  • 12.1 Agreements, Partnerships, Collaborations and Joint Ventures
  • 12.2 Acquisitions & Mergers
  • 12.3 New Product Launch
  • 12.4 Expansions
  • 12.5 Other Key Strategies

13 Company Profiling

  • 13.1 Trimble Inc.
  • 13.2 AGRIVI Ltd
  • 13.3 Oracle Corporation
  • 13.4 Conservis
  • 13.5 Farmbrite
  • 13.6 Deere & Company
  • 13.7 Ag Leader Technology
  • 13.8 AgJunction Inc.
  • 13.9 AGCO Corporation
  • 13.10 Raven Industries Inc.
  • 13.11 Topcon Corporation
  • 13.12 CropZilla
  • 13.13 AgriWebb
  • 13.14 Granular Inc.
  • 13.15 Taranis
  • 13.16 FarmLogs
  • 13.17 Agrinavia
  • 13.18 EFC Systems, Inc.

List of Tables

  • Table 1 Global Crop Production Software Market Outlook, By Region (2022-2030) ($MN)
  • Table 2 Global Crop Production Software Market Outlook, By Crop Type (2022-2030) ($MN)
  • Table 3 Global Crop Production Software Market Outlook, By Cereals & Grains (2022-2030) ($MN)
  • Table 4 Global Crop Production Software Market Outlook, By Fruits & Vegetables (2022-2030) ($MN)
  • Table 5 Global Crop Production Software Market Outlook, By Oilseeds & Pulses (2022-2030) ($MN)
  • Table 6 Global Crop Production Software Market Outlook, By Other Crops (2022-2030) ($MN)
  • Table 7 Global Crop Production Software Market Outlook, By Deployment Mode (2022-2030) ($MN)
  • Table 8 Global Crop Production Software Market Outlook, By Cloud-Based (2022-2030) ($MN)
  • Table 9 Global Crop Production Software Market Outlook, By On-Premises (2022-2030) ($MN)
  • Table 10 Global Crop Production Software Market Outlook, By Farm Size (2022-2030) ($MN)
  • Table 11 Global Crop Production Software Market Outlook, By Small and Medium Farms (2022-2030) ($MN)
  • Table 12 Global Crop Production Software Market Outlook, By Large Farms (2022-2030) ($MN)
  • Table 13 Global Crop Production Software Market Outlook, By Solution (2022-2030) ($MN)
  • Table 14 Global Crop Production Software Market Outlook, By Software (2022-2030) ($MN)
  • Table 15 Global Crop Production Software Market Outlook, By Services (2022-2030) ($MN)
  • Table 16 Global Crop Production Software Market Outlook, By Application (2022-2030) ($MN)
  • Table 17 Global Crop Production Software Market Outlook, By Field Mapping (2022-2030) ($MN)
  • Table 18 Global Crop Production Software Market Outlook, By Inventory Management (2022-2030) ($MN)
  • Table 19 Global Crop Production Software Market Outlook, By Weather Tracking & Forecasting (2022-2030) ($MN)
  • Table 20 Global Crop Production Software Market Outlook, By Farm Economics (2022-2030) ($MN)
  • Table 21 Global Crop Production Software Market Outlook, By Yield Monitoring (2022-2030) ($MN)
  • Table 22 Global Crop Production Software Market Outlook, By Precision Farming (2022-2030) ($MN)
  • Table 23 Global Crop Production Software Market Outlook, By Livestock Monitoring (2022-2030) ($MN)
  • Table 24 Global Crop Production Software Market Outlook, By Aquaculture (2022-2030) ($MN)
  • Table 25 Global Crop Production Software Market Outlook, By Smart Greenhouse (2022-2030) ($MN)
  • Table 26 Global Crop Production Software Market Outlook, By Other Applications (2022-2030) ($MN)
  • Table 27 Global Crop Production Software Market Outlook, By End User (2022-2030) ($MN)
  • Table 28 Global Crop Production Software Market Outlook, By Agribusiness Enterprises (2022-2030) ($MN)
  • Table 29 Global Crop Production Software Market Outlook, By Farmers (2022-2030) ($MN)
  • Table 30 Global Crop Production Software Market Outlook, By Government Bodies (2022-2030) ($MN)
  • Table 31 Global Crop Production Software Market Outlook, By Agronomic Research Institutions (2022-2030) ($MN)
  • Table 32 Global Crop Production Software Market Outlook, By Other End Users (2022-2030) ($MN)

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