查看購物車
  • Simplified Chinese
  • English
  • Japanese
  • Korean
封面
市場調查報告書
商品編碼
1555493

精準農業軟體市場，按技術、按部署模型、按服務、按應用、按國家和地區 - 2024-2032 年行業分析、市場規模、市場佔有率和預測

Precision Farming Software Market, By Technology, By Deployment Model, By Service, By Application, By Country, and By Region - Industry Analysis, Market Size, Market Share & Forecast from 2024-2032
出版日期: | 出版商: AnalystView Market Insights | 英文 280 Pages | 商品交期: 2-3個工作天內

價格
簡介目錄

報告要點

2023年精準農業軟體市場規模為15.6587億美元，2024年至2032年複合年成長率為13.26%。

精準農業軟體市場-市場動態

平均農場規模擴大、農場勞動力短缺和永續農業實踐推動市場需求

全球農業部門一直面臨農業勞動力供應量大幅下降的問題，世界銀行資料顯示，過去十年農業就業人數下降了 18%。在過去的十年中，農民一直在與各種農​​場經營中的勞動力短缺作鬥爭，導致他們越來越依賴精準農業技術來實現更有效的資源管理。

在美國，平均農場規模不斷擴大的趨勢仍在持續，平均農場規模從2021年的445英畝成長到2022年的446英畝，並進一步成長到2023年的447英畝。整合的趨勢，農場數量更少但規模更大。這一趨勢與農場總數的持續下降是一致的，因為較小的農場被納入規模較大的農場，進一步強調需要精準農業技術來有效管理這些規模更大、更複雜的農場運作。

由於氣候變遷影響農業生產力，因此越來越需要減少環境影響的永續農業實踐。精準農業軟體可以更有效地利用水、肥料和農藥，減少溫室氣體排放並節省資源。

精準農業軟體市場 - 關鍵見解

根據我們的研究分析師分享的分析，預計全球市場在預測期內（2024-2032 年）每年將以 13.26% 左右的複合年成長率成長

基於技術細分，預計導引系統技術將在 2023 年呈現最大市場佔有率

根據部署模型細分，預計本地部署將在 2023 年顯示最大的市場佔有率

基於應用細分，良率監控是2023年的主導類型

按地區分類，北美是 2023 年的主要收入來源

精準農業軟體市場-細分分析：

全球精準農業軟體市場根據技術、部署模型、服務、應用程式和區域進行細分。

預計天氣追蹤和預報領域在預測期內的複合年成長率將超過 17%。感測器的進步提高了天氣預報的準確性，機器學習和高級資料分析的整合進一步提高了預報的可靠性，有助於市場的擴張。

根據部署模型，市場分為兩類：本地部署和基於雲端的部署。精準農業軟體的本地部署部分由於其在資料控制、安全性和客製化方面的優勢而擁有最大的市場佔有率。與基於雲端的解決方案相比，透過直接在本地伺服器和系統上安裝軟體，農民和農業企業可以完全控制其資料，從而增強安全性並降低違規風險。此外，本地系統在客製化方面提供了更大的靈活性，以滿足特定的營運需求並與現有基礎設施無縫整合。該模型特別有利於管理敏感的農業資料並確保複雜農業環境中的穩健性能，從而有助於維持其主導市場地位。

精準農業軟體市場-地理洞察

從地理來看，該市場廣泛分佈於北美、拉丁美洲、歐洲、亞太地區、中東和非洲地區。這些區域根據開展業務的國家進一步分類。預計亞太地區在預測期內將大幅成長，2024 年至 2032 年複合年成長率預計將超過 15%。

印度、斯里蘭卡、奈及利亞等發展中國家正透過各種政府措施積極推廣現代精準農業技術，以提高農業生產力。此外，中國和以色列於2017年9月簽署了價值3億美元的貿易協定，旨在促進以色列環保技術向中國出口。此外，有效的管理框架正在幫助農民獲得有關正確使用和維護精準農業設備的基本知識。

精準農業軟體市場-競爭格局：

精準農業市場高度分散，既有許多中小型公司，也有愛科公司、IBM、約翰迪爾、拜耳作物科學公司和 Fairport Farm Software 等主要參與者。激烈的競爭源於不斷的研發、新產品發布、合作夥伴關係和地理擴張。隨著 Wi-Fi、Zigbee 和 RF 等先進技術與感測器和攝影機整合所推動的顯著創新，該市場正在溫和成長。

領先的公司正在專注於合作，以增強其產品和擴大其覆蓋範圍，以應對不斷變化的挑戰和農民的需求。企業用來擴大影響力和擴大市場佔有率的一些主要技術包括新產品發布、分銷網路開發、研發支出以及併購。例如，2023 年 5 月，全球農業技術解決方案供應商 AgEagle Aerial Systems Inc. 宣布與 Wingtra AG 簽訂新的為期兩年的供應協議。該協議將確保 RedEdge-P 感測器套件的安全供應，該套件將與 WingtraOne 垂直起降無人機整合。

最新進展：

2023 年 9 月，Trimble 與 AGCO 成立合資企業 (JV)，旨在透過先進的智慧農業和自主解決方案引領混合車隊精準農業市場。根據協議，Trimble 將把其精準農業業務（不包括某些GNSS 和導引技術）轉移給合資公司，而AGCO 將貢獻其JCA Technologies 部門，該部門以其在自主農業軟體和電子系統方面的專業知識而聞名。

2023 年 7 月，迪爾公司收購了精密噴塗設備公司 Smart Apply, Inc.。 Smart Apply 的智慧噴霧控制系統增強了果園和葡萄園中使用的鼓風噴霧機的性能，可減少高達 93% 的化學徑流和高達 87% 的空氣漂移。該系統整合了雷射雷達技術，可實現精確噴灑，幫助種植者最大限度地減少化學品和水的使用，同時最佳化作物產量和永續性。此次收購加強了迪爾對先進農業解決方案的承諾，以自 2020 年以來與 Smart Apply 的合作夥伴關係為基礎。

目錄

第1章：全球精準農業軟體市場概述

  • 研究範圍
  • 市場預估年份

第 2 章：執行摘要

  • 市場片段
    • 全球精準農業軟體市場技術片段
    • 按部署模式分類的全球精準農業軟體市場片段
    • 全球精準農業軟體市場片段（按服務）
    • 全球精準農業軟體市場片段（按應用）
    • 按國家/地區分類的全球精準農業軟體市場片段
    • 按地區分類的全球精準農業軟體市場片段
  • 競爭洞察

第 3 章：全球精準農業軟體主要市場趨勢

  • 全球精準農業軟體市場促進因素
    • 市場促進因素的影響分析
  • 全球精準農業軟體市場限制
    • 市場限制影響分析
  • 全球精準農業軟體市場機遇
  • 全球精準農業軟體市場未來趨勢

第 4 章：全球精準農業軟體產業研究

  • PEST分析
  • 波特五力分析
  • 成長前景圖
  • 規範架構分析

第 5 章：全球精準農業軟體市場：COVID-19 影響分析

  • COVID-19 之前的影響分析
  • COVID-19 後影響分析
    • 表現最佳的市場區隔
    • 邊際成長市場區隔
    • 最寬鬆的市場區隔
    • 邊際損失市場區隔

第 6 章：全球精準農業軟體市場格局

  • 2023年全球精準農業軟體市場佔有率分析
  • 按主要製造商分類的故障數據
    • 既有參與者分析
    • 新興參與者分析

第 7 章：全球精準農業軟體市場 - 按技術分類

  • 概述
    • 按技術分類的細分市場佔有率分析
    • 導引系統技術
    • 遙感控制系統
    • 可變利率技術

第 8 章：全球精準農業軟體市場 - 按部署模型

  • 概述
    • 按部署模型分類的細分市場佔有率分析
    • 本地（本地或基於 Web）
    • 基於雲端的
      • 軟體即服務 (SaaS)
      • 平台即服務 (PaaS)

第 9 章：全球精準農業軟體市場 - 按服務

  • 概述
    • 按服務分類的細分市場佔有率分析
    • 系統整合
    • 託管服務
      • 農場營運服務
      • 數據服務
      • 分析服務
    • 輔助專業服務
      • 供應鏈管理服務
      • 氣候資訊服務
      • 其他
    • 連線服務
    • 維護、升級和支援服務

第 10 章：全球精準農業軟體市場 - 按應用

  • 概述
    • 按部署模型分類的細分市場佔有率分析
    • 產量監控
    • 現場測繪
    • 作物偵察
    • 氣象追蹤與預報
    • 庫存管理
    • 灌溉管理
    • 農場勞動力管理
    • 財務管理
    • 其他應用

第 11 章：全球精準農業軟體市場 - 按地理位置

  • 介紹
    • 按地理位置分類的細分市場佔有率分析
  • 北美洲
    • 概述
    • 全球精準農業軟體北美主要製造商
    • 北美市場規模和預測（按國家）
    • 北美市場規模和預測（按技術）
    • 北美市場規模和預測（按部署模式）
    • 北美市場規模和預測（按服務）
    • 北美市場規模和預測（按應用）
    • 美國
    • 加拿大
  • 歐洲
    • 概述
    • 全球精準農業軟體歐洲主要製造商
    • 歐洲市場規模和預測（按國家）
    • 歐洲市場規模與預測（按技術）
    • 歐洲市場規模和預測（按部署模式）
    • 歐洲市場規模和預測（按服務）
    • 歐洲市場規模和預測（按應用）
    • 德國
    • 義大利
    • 英國
    • 法國
    • 俄羅斯
    • 荷蘭
    • 瑞典
    • 波蘭
    • 歐洲其他地區
  • 亞太地區 (APAC)
    • 概述
    • 全球精準農業軟體亞太地區主要製造商
    • 亞太地區市場規模與預測（按國家）
    • 亞太地區市場規模與預測（按技術）
    • 亞太地區市場規模與預測（依部署模式）
    • 亞太地區市場規模與預測（按服務）
    • 亞太地區市場規模與預測（按應用）
    • 印度
    • 中國
    • 日本
    • 韓國
    • 澳洲
    • 泰國
    • 印尼
    • 菲律賓
    • 亞太地區其他地區
  • 拉丁美洲
    • 概述
    • 全球精準農業軟體拉丁美洲主要製造商
    • 拉丁美洲市場規模與預測（按國家）
    • 拉丁美洲市場規模與預測（按技術）
    • 拉丁美洲市場規模與預測（按部署模式）
    • 拉丁美洲市場規模與預測（按服務）
    • 拉丁美洲市場規模與預測（按應用）
    • 巴西
    • 墨西哥
    • 阿根廷
    • 哥倫比亞
    • 拉丁美洲其他地區
  • 中東和非洲
    • 概述
    • 全球精準農業軟體中東和非洲主要製造商
    • 中東和非洲市場規模及預測（按國家）
    • 中東和非洲市場規模及預測（按技術）
    • 中東和非洲市場規模和預測（按部署模式）
    • 中東和非洲市場規模及預測（按服務）
    • 中東和非洲市場規模及預測（按應用）
    • 沙烏地阿拉伯
    • 阿拉伯聯合大公國
    • 以色列
    • 土耳其
    • 阿爾及利亞
    • 埃及
    • MEA 的其餘部分

第12章：主要供應商分析-全球精準農業軟體產業

  • 競爭儀表板
  • 公司簡介
    • AG Leader Technology
    • AgJunction, Inc.
    • CropMetrics LLC
    • Trimble, Inc.,
    • AGCO Corporation
    • Raven Industries Inc.
    • Deere and Company
    • Topcon Corporation
    • AgEagle Aerial Systems Inc. (Agribotix LLC)
    • DICKEY-john Corporation
    • Farmers Edge Inc.
    • Grownetics, Inc.
    • Proagrica (SST Development Group, Inc.)
    • The Climate Corporation

第 13 章：360 度分析師視角

第 14 章：附錄

  • 研究方法
  • 參考
  • 縮寫
  • 免責聲明
  • 聯絡我們
簡介目錄
Product Code: ANV3577

REPORT HIGHLIGHT

Precision Farming Software Market size was valued at USD 1,565.87 Million in 2023, expanding at a CAGR of 13.26% from 2024 to 2032.

Precision farming software encompasses digital tools and platforms that significantly improve agricultural efficiency by leveraging data-driven insights. These software solutions enable farmers to optimize crop yields, minimize waste, and make informed decisions by analyzing a wide range of data sources, including satellite imagery, soil sensors, weather conditions, and machinery telemetry. By integrating and processing this data, precision farming software provides actionable intelligence to enhance farming practices and resource management.

Precision Farming Software Market- Market Dynamics

Rise in average farm size, farm labor shortage and sustainable farming practices to propel market demand

The global agricultural sector has been facing a significant decline in farm labor availability, with World Bank data showcasing an 18% drop in agricultural employment over the past decade. Over the last ten years, farmers have consistently struggled with labor shortages across various farm operations, leading to an increasing reliance on precision farming technologies for more efficient resource management.

In the United States, the trend of increasing average farm sizes has continued, with the average farm size growing from 445 acres in 2021 to 446 acres in 2022, and further to 447 acres in 2023. The consistent increase in average farm size over these years indicates a trend of farm consolidation, with fewer but larger farms. This trend is aligned with the ongoing decline in the total number of farms, as smaller farms are absorbed into larger operations, further emphasizing the need for precision farming technologies to manage these larger, more complex farm operations efficiently.

As climate change impacts agricultural productivity, there is a growing need for sustainable farming practices that reduce environmental impact. Precision farming software enables more efficient use of water, fertilizers, and pesticides, reducing greenhouse gas emissions and conserving resources.

Precision Farming Software Market- Key Insights

As per the analysis shared by our research analyst, the global market is estimated to grow annually at a CAGR of around 13.26% over the forecast period (2024-2032)

Based on technology segmentation, guidance system technology was predicted to show maximum market share in the year 2023

Based on deployment model segmentation, on-premise was predicted to show maximum market share in the year 2023

Based on application segmentation, yield monitoring was the leading type in 2023

On the basis of region, North America was the leading revenue generator in 2023

Precision Farming Software Market- Segmentation Analysis:

The Global Precision Farming Software Market is segmented on the basis of Technology, Deployment Model, Service, Application and Region.

The weather tracking and forecasting segment is expected to grow at more than CAGR of 17% during the forecast period. Advances in sensors enhance weather forecasting accuracy, and the integration of machine learning and advanced data analytics has further improved forecast reliability, contributing to the market's expansion.

The market is divided into two categories based on deployment model: on-premise and cloud-based. The on-premise deployment segment of precision agriculture software had the largest market share owing to its benefits in data control, security, and customization. By installing software directly on local servers and systems, farmers and agricultural enterprises gain full control over their data, enhancing security and reducing the risk of breaches compared to cloud-based solutions. Additionally, on-premise systems offer greater flexibility in customization to meet specific operational needs and integrate seamlessly with existing infrastructure. This model is specifically beneficial for managing sensitive agricultural data and ensuring robust performance in complex farming environments, contributing to its dominant market position.

Precision Farming Software Market- Geographical Insights

Geographically, this market is widespread into the regions of North America, Latin America, Europe, Asia Pacific, and the Middle East and Africa. These regions are further divided as per the nations bringing business. The Asia Pacific region is projected to experience substantial growth during the forecast period, with an anticipated CAGR of over 15% from 2024 to 2032.

Developing countries like India, Sri Lanka, and Nigeria are actively promoting modern precision farming technologies through various government initiatives to enhance agricultural productivity. Additionally, a trade agreement between China and Israel, signed in September 2017, valued at USD 300 million, aims to facilitate the export of environmentally-friendly Israeli technology to China. Furthermore, an effective administrative framework is helping farmers acquire essential knowledge on the proper use and maintenance of precision farming equipment.

Precision Farming Software Market- Competitive Landscape:

The precision farming market is highly fragmented, featuring numerous small and medium-sized companies alongside major players like AGCO Corporation, IBM, John Deere, Bayer CropScience AG, and Fairport Farm Software. Intense competition stems from constant R&D, new product launches, partnerships, and geographic expansion. The market is growing moderately, with significant innovation driven by advanced technologies such as Wi-Fi, Zigbee, and RF, integrated with sensors and cameras.

Leading companies are focusing on collaborations to enhance their offerings and expand their reach, addressing evolving challenges and farmer demands. Some of the primary techniques used by corporations to strengthen their reach and expand their market share include new product launches, distribution network development, R&D spending, and mergers and acquisitions. For instance, in May 2023, AgEagle Aerial Systems Inc., a global provider of agriculture technology solutions, announced a new two-year supply agreement with Wingtra AG. This agreement will ensure the secure supply of RedEdge-P sensor kits, which will be integrated with WingtraOne VTOL drones.

Recent Developments:

In September 2023, Trimble establish a joint venture (JV) with AGCO, aiming to lead the mixed fleet precision agriculture market with advanced smart farming and autonomy solutions. Under the agreement, Trimble will transfer its precision agriculture business (excluding certain GNSS and guidance technologies) to the JV, while AGCO will contribute its JCA Technologies division, known for its expertise in autonomous agricultural software and electronic systems.

In July 2023, Deere & Company has acquired Smart Apply, Inc., a precision spraying equipment firm. Smart Apply's Intelligent Spray Control System enhances air-blast sprayers used in orchards and vineyards, reducing chemical runoff by up to 93% and airborne drift by up to 87%. The system, which integrates LiDAR technology for precise spraying, helps growers minimize chemical and water use while optimizing crop yields and sustainability. This acquisition strengthens Deere's commitment to advanced agricultural solutions, building on their partnership with Smart Apply since 2020.

SCOPE OF THE REPORT

The scope of this report covers the market by its major segments, which include as follows:

GLOBAL PRECISION FARMING SOFTWARE MARKET KEY PLAYERS- DETAILED COMPETITIVE INSIGHTS

  • AG Leader Technology
  • AgJunction, Inc.
  • CropMetrics LLC
  • Trimble, Inc.,
  • AGCO Corporation
  • Raven Industries Inc.
  • Deere and Company
  • Topcon Corporation
  • AgEagle Aerial Systems Inc. (Agribotix LLC)
  • DICKEY-john Corporation
  • Farmers Edge Inc.
  • Grownetics, Inc.
  • Proagrica (SST Development Group, Inc.)
  • The Climate Corporation

GLOBAL PRECISION FARMING SOFTWARE MARKET, BY TECHNOLOGY- MARKET ANALYSIS, 2019 - 2032

  • Guidance System Technology
  • Remote Sensing and Control System
  • Variable Rate Technology

GLOBAL PRECISION FARMING SOFTWARE MARKET, BY DEPLOYMENT MODEL- MARKET ANALYSIS, 2019 - 2032

  • On-Premises (Local or Web-Based)
  • Cloud-Based
  • Software-as-a-Service (SaaS)
  • Platform-as-a-Service (PaaS)

GLOBAL PRECISION FARMING SOFTWARE MARKET, BY SERVICE- MARKET ANALYSIS, 2019 - 2032

  • System Integration
  • Managed Services
  • Farm Operation Service
  • Data Service
  • Analytics Services
  • Assisted Professional Services
  • Supply Chain Management Service
  • Climate Information Service
  • Others
  • Connectivity Services
  • Maintenance, Upgradation and Support Service

GLOBAL PRECISION FARMING SOFTWARE MARKET, BY APPLICATION- MARKET ANALYSIS, 2019 - 2032

  • Yield Monitoring
  • Field Mapping
  • Crop Scouting
  • Weather Tracking and Forecasting
  • Inventory Management
  • Irrigation Management
  • Farm Labor Management
  • Financial Management
  • Other Applications

GLOBAL PRECISION FARMING SOFTWARE MARKET, BY REGION- MARKET ANALYSIS, 2019 - 2032

  • North America
  • The U.S.
  • Canada
  • Europe
  • Germany
  • France
  • Italy
  • Spain
  • United Kingdom
  • Rest of Europe
  • Asia Pacific
  • India
  • China
  • South Korea
  • Japan
  • Australia
  • Rest of APAC
  • Latin America
  • Brazil
  • Mexico
  • Argentina
  • Colombia
  • Rest of LATAM
  • The Middle East and Africa
  • Saudi Arabia
  • United Arab Emirates
  • Israel
  • Egypt
  • Rest of MEA

Table of Contents

1. Global Precision Farming Software Market Overview

  • 1.1. Study Scope
  • 1.2. Market Estimation Years

2. Executive Summary

  • 2.1. Market Snippet
    • 2.1.1. Global Precision Farming Software Market Snippet by Technology
    • 2.1.2. Global Precision Farming Software Market Snippet by Deployment Model
    • 2.1.3. Global Precision Farming Software Market Snippet by Service
    • 2.1.4. Global Precision Farming Software Market Snippet by Application
    • 2.1.5. Global Precision Farming Software Market Snippet by Country
    • 2.1.6. Global Precision Farming Software Market Snippet by Region
  • 2.2. Competitive Insights

3. Global Precision Farming Software Key Market Trends

  • 3.1. Global Precision Farming Software Market Drivers
    • 3.1.1. Impact Analysis of Market Drivers
  • 3.2. Global Precision Farming Software Market Restraints
    • 3.2.1. Impact Analysis of Market Restraints
  • 3.3. Global Precision Farming Software Market Opportunities
  • 3.4. Global Precision Farming Software Market Future Trends

4. Global Precision Farming Software Industry Study

  • 4.1. PEST Analysis
  • 4.2. Porter's Five Forces Analysis
  • 4.3. Growth Prospect Mapping
  • 4.4. Regulatory Framework Analysis

5. Global Precision Farming Software Market: COVID-19 Impact Analysis

  • 5.1. Pre-COVID-19 Impact Analysis
  • 5.2. Post-COVID-19 Impact Analysis
    • 5.2.1. Top Performing Segments
    • 5.2.2. Marginal Growth Segments
    • 5.2.3. Top Looser Segments
    • 5.2.4. Marginal Loss Segments

6. Global Precision Farming Software Market Landscape

  • 6.1. Global Precision Farming Software Market Share Analysis, 2023
  • 6.2. Breakdown Data, by Key Manufacturer
    • 6.2.1. Established Players' Analysis
    • 6.2.2. Emerging Players' Analysis

7. Global Precision Farming Software Market - By Technology

  • 7.1. Overview
    • 7.1.1. Segment Share Analysis, By Technology, 2023 & 2032 (%)
    • 7.1.2. Guidance System Technology
    • 7.1.3. Remote Sensing and Control System
    • 7.1.4. Variable Rate Technology

8. Global Precision Farming Software Market - By Deployment Model

  • 8.1. Overview
    • 8.1.1. Segment Share Analysis, By Deployment Model, 2023 & 2032 (%)
    • 8.1.2. On-Premises (Local or Web-Based)
    • 8.1.3. Cloud-Based
      • 8.1.3.1. Software-as-a-Service (SaaS)
      • 8.1.3.2. Platform-as-a-Service (PaaS)

9. Global Precision Farming Software Market - By Service

  • 9.1. Overview
    • 9.1.1. Segment Share Analysis, By Service, 2023 & 2032 (%)
    • 9.1.2. System Integration
    • 9.1.3. Managed Services
      • 9.1.3.1. Farm Operation Service
      • 9.1.3.2. Data Service
      • 9.1.3.3. Analytics Services
    • 9.1.4. Assisted Professional Services
      • 9.1.4.1. Supply Chain Management Service
      • 9.1.4.2. Climate Information Service
      • 9.1.4.3. Others
    • 9.1.5. Connectivity Services
    • 9.1.6. Maintenance, Upgradation and Support Service

10. Global Precision Farming Software Market - By Application

  • 10.1. Overview
    • 10.1.1. Segment Share Analysis, By Application, 2023 & 2032 (%)
    • 10.1.2. Yield Monitoring
    • 10.1.3. Field Mapping
    • 10.1.4. Crop Scouting
    • 10.1.5. Weather Tracking and Forecasting
    • 10.1.6. Inventory Management
    • 10.1.7. Irrigation Management
    • 10.1.8. Farm Labor Management
    • 10.1.9. Financial Management
    • 10.1.10. Other Applications

11. Global Precision Farming Software Market- By Geography

  • 11.1. Introduction
    • 11.1.1. Segment Share Analysis, By Geography, 2023 & 2032 (%)
  • 11.2. North America
    • 11.2.1. Overview
    • 11.2.2. Global Precision Farming Software Key Manufacturers in North America
    • 11.2.3. North America Market Size and Forecast, By Country, 2019 - 2032 (US$ Million)
    • 11.2.4. North America Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
    • 11.2.5. North America Market Size and Forecast, By Deployment Model, 2019 - 2032 (US$ Million)
    • 11.2.6. North America Market Size and Forecast, By Service, 2019 - 2032 (US$ Million)
    • 11.2.7. North America Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
    • 11.2.8. U.S.
      • 11.2.8.1. Overview
      • 11.2.8.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
      • 11.2.8.3. U.S. Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
      • 11.2.8.4. U.S. Market Size and Forecast, By Deployment Model, 2019 - 2032 (US$ Million)
      • 11.2.8.5. U.S. Market Size and Forecast, By Service, 2019 - 2032 (US$ Million)
      • 11.2.8.6. U.S. Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
    • 11.2.9. Canada
      • 11.2.9.1. Overview
      • 11.2.9.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
      • 11.2.9.3. Canada Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
      • 11.2.9.4. Canada Market Size and Forecast, By Deployment Model, 2019 - 2032 (US$ Million)
      • 11.2.9.5. Canada Market Size and Forecast, By Service, 2019 - 2032 (US$ Million)
      • 11.2.9.6. Canada Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
  • 11.3. Europe
    • 11.3.1. Overview
    • 11.3.2. Global Precision Farming Software Key Manufacturers in Europe
    • 11.3.3. Europe Market Size and Forecast, By Country, 2019 - 2032 (US$ Million)
    • 11.3.4. Europe Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
    • 11.3.5. Europe Market Size and Forecast, By Deployment Model, 2019 - 2032 (US$ Million)
    • 11.3.6. Europe Market Size and Forecast, By Service, 2019 - 2032 (US$ Million)
    • 11.3.7. Europe Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
    • 11.3.8. Germany
      • 11.3.8.1. Overview
      • 11.3.8.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
      • 11.3.8.3. Germany Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
      • 11.3.8.4. Germany Market Size and Forecast, By Deployment Model, 2019 - 2032 (US$ Million)
      • 11.3.8.5. Germany Market Size and Forecast, By Service, 2019 - 2032 (US$ Million)
      • 11.3.8.6. Germany Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
    • 11.3.9. Italy
      • 11.3.9.1. Overview
      • 11.3.9.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
      • 11.3.9.3. Italy Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
      • 11.3.9.4. Italy Market Size and Forecast, By Deployment Model, 2019 - 2032 (US$ Million)
      • 11.3.9.5. Italy Market Size and Forecast, By Service, 2019 - 2032 (US$ Million)
      • 11.3.9.6. Italy Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
    • 11.3.10. United Kingdom
      • 11.3.10.1. Overview
      • 11.3.10.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
      • 11.3.10.3. United Kingdom Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
      • 11.3.10.4. United Kingdom Market Size and Forecast, By Deployment Model, 2019 - 2032 (US$ Million)
      • 11.3.10.5. United Kingdom Market Size and Forecast, By Service, 2019 - 2032 (US$ Million)
      • 11.3.10.6. United Kingdom Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
    • 11.3.11. France
      • 11.3.11.1. Overview
      • 11.3.11.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
      • 11.3.11.3. France Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
      • 11.3.11.4. France Market Size and Forecast, By Deployment Model, 2019 - 2032 (US$ Million)
      • 11.3.11.5. France Market Size and Forecast, By Service, 2019 - 2032 (US$ Million)
      • 11.3.11.6. France Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
    • 11.3.12. Russia
      • 11.3.12.1. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
      • 11.3.12.2. Russia Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
      • 11.3.12.3. Russia Market Size and Forecast, By Deployment Model, 2019 - 2032 (US$ Million)
      • 11.3.12.4. Russia Market Size and Forecast, By Service, 2019 - 2032 (US$ Million)
      • 11.3.12.5. Russia Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
    • 11.3.13. Netherlands
      • 11.3.13.1. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
      • 11.3.13.2. Netherlands Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
      • 11.3.13.3. Netherlands Market Size and Forecast, By Deployment Model, 2019 - 2032 (US$ Million)
      • 11.3.13.4. Netherlands Market Size and Forecast, By Service, 2019 - 2032 (US$ Million)
      • 11.3.13.5. Netherlands Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
    • 11.3.14. Sweden
      • 11.3.14.1. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
      • 11.3.14.2. Sweden Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
      • 11.3.14.3. Sweden Market Size and Forecast, By Deployment Model, 2019 - 2032 (US$ Million)
      • 11.3.14.4. Sweden Market Size and Forecast, By Service, 2019 - 2032 (US$ Million)
      • 11.3.14.5. Sweden Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
    • 11.3.15. Poland
      • 11.3.15.1. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
      • 11.3.15.2. Poland Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
      • 11.3.15.3. Poland Market Size and Forecast, By Deployment Model, 2019 - 2032 (US$ Million)
      • 11.3.15.4. Poland Market Size and Forecast, By Service, 2019 - 2032 (US$ Million)
      • 11.3.15.5. Poland Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
    • 11.3.16. Rest of Europe
      • 11.3.16.1. Overview
      • 11.3.16.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
      • 11.3.16.3. Rest of the Europe Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
      • 11.3.16.4. Rest of the Europe Market Size and Forecast, By Deployment Model, 2019 - 2032 (US$ Million)
      • 11.3.16.5. Rest of the Europe Market Size and Forecast, By Service, 2019 - 2032 (US$ Million)
      • 11.3.16.6. Rest of the Europe Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
  • 11.4. Asia Pacific (APAC)
    • 11.4.1. Overview
    • 11.4.2. Global Precision Farming Software Key Manufacturers in Asia Pacific
    • 11.4.3. Asia Pacific Market Size and Forecast, By Country, 2019 - 2032 (US$ Million)
    • 11.4.4. Asia Pacific Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
    • 11.4.5. Asia Pacific Market Size and Forecast, By Deployment Model, 2019 - 2032 (US$ Million)
    • 11.4.6. Asia Pacific Market Size and Forecast, By Service, 2019 - 2032 (US$ Million)
    • 11.4.7. Asia Pacific Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
    • 11.4.8. India
      • 11.4.8.1. Overview
      • 11.4.8.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
      • 11.4.8.3. India Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
      • 11.4.8.4. India Market Size and Forecast, By Deployment Model, 2019 - 2032 (US$ Million)
      • 11.4.8.5. India Market Size and Forecast, By Service, 2019 - 2032 (US$ Million)
      • 11.4.8.6. India Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
    • 11.4.9. China
      • 11.4.9.1. Overview
      • 11.4.9.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
      • 11.4.9.3. China Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
      • 11.4.9.4. China Market Size and Forecast, By Deployment Model, 2019 - 2032 (US$ Million)
      • 11.4.9.5. China Market Size and Forecast, By Service, 2019 - 2032 (US$ Million)
      • 11.4.9.6. China Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
    • 11.4.10. Japan
      • 11.4.10.1. Overview
      • 11.4.10.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
      • 11.4.10.3. Japan Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
      • 11.4.10.4. Japan Market Size and Forecast, By Deployment Model, 2019 - 2032 (US$ Million)
      • 11.4.10.5. Japan Market Size and Forecast, By Service, 2019 - 2032 (US$ Million)
      • 11.4.10.6. Japan Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
    • 11.4.11. South Korea
      • 11.4.11.1. Overview
      • 11.4.11.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
      • 11.4.11.3. South Korea Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
      • 11.4.11.4. South Korea Market Size and Forecast, By Deployment Model, 2019 - 2032 (US$ Million)
      • 11.4.11.5. South Korea Market Size and Forecast, By Service, 2019 - 2032 (US$ Million)
      • 11.4.11.6. South Korea Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
    • 11.4.12. Australia
      • 11.4.12.1. Overview
      • 11.4.12.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
      • 11.4.12.3. Australia Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
      • 11.4.12.4. Australia Market Size and Forecast, By Deployment Model, 2019 - 2032 (US$ Million)
      • 11.4.12.5. Australia Market Size and Forecast, By Service, 2019 - 2032 (US$ Million)
      • 11.4.12.6. Australia Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
    • 11.4.13. Thailand
      • 11.4.13.1. Overview
      • 11.4.13.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
      • 11.4.13.3. Thailand Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
      • 11.4.13.4. Thailand Market Size and Forecast, By Deployment Model, 2019 - 2032 (US$ Million)
      • 11.4.13.5. Thailand Market Size and Forecast, By Service, 2019 - 2032 (US$ Million)
      • 11.4.13.6. Thailand Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
    • 11.4.14. Indonesia
      • 11.4.14.1. Overview
      • 11.4.14.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
      • 11.4.14.3. Indonesia Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
      • 11.4.14.4. Indonesia Market Size and Forecast, By Deployment Model, 2019 - 2032 (US$ Million)
      • 11.4.14.5. Indonesia Market Size and Forecast, By Service, 2019 - 2032 (US$ Million)
      • 11.4.14.6. Indonesia Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
    • 11.4.15. Philippines
      • 11.4.15.1. Overview
      • 11.4.15.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
      • 11.4.15.3. Philippines Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
      • 11.4.15.4. Philippines Market Size and Forecast, By Deployment Model, 2019 - 2032 (US$ Million)
      • 11.4.15.5. Philippines Market Size and Forecast, By Service, 2019 - 2032 (US$ Million)
      • 11.4.15.6. Philippines Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
    • 11.4.16. Rest of APAC
      • 11.4.16.1. Overview
      • 11.4.16.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
      • 11.4.16.3. Rest of APAC Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
      • 11.4.16.4. Rest of APAC Market Size and Forecast, By Deployment Model, 2019 - 2032 (US$ Million)
      • 11.4.16.5. Rest of APAC Market Size and Forecast, By Service, 2019 - 2032 (US$ Million)
      • 11.4.16.6. Rest of APAC Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
  • 11.5. Latin America
    • 11.5.1. Overview
    • 11.5.2. Global Precision Farming Software Key Manufacturers in Latin America
    • 11.5.3. Latin America Market Size and Forecast, By Country, 2019 - 2032 (US$ Million)
    • 11.5.4. Latin America Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
    • 11.5.5. Latin America Market Size and Forecast, By Deployment Model, 2019 - 2032 (US$ Million)
    • 11.5.6. Latin America Market Size and Forecast, By Service, 2019 - 2032 (US$ Million)
    • 11.5.7. Latin America Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
    • 11.5.8. Brazil
      • 11.5.8.1. Overview
      • 11.5.8.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
      • 11.5.8.3. Brazil Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
      • 11.5.8.4. Brazil Market Size and Forecast, By Deployment Model, 2019 - 2032 (US$ Million)
      • 11.5.8.5. Brazil Market Size and Forecast, By Service, 2019 - 2032 (US$ Million)
      • 11.5.8.6. Brazil Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
    • 11.5.9. Mexico
      • 11.5.9.1. Overview
      • 11.5.9.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
      • 11.5.9.3. Mexico Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
      • 11.5.9.4. Mexico Market Size and Forecast, By Deployment Model, 2019 - 2032 (US$ Million)
      • 11.5.9.5. Mexico Market Size and Forecast, By Service, 2019 - 2032 (US$ Million)
      • 11.5.9.6. Mexico Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
    • 11.5.10. Argentina
      • 11.5.10.1. Overview
      • 11.5.10.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
      • 11.5.10.3. Argentina Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
      • 11.5.10.4. Argentina Market Size and Forecast, By Deployment Model, 2019 - 2032 (US$ Million)
      • 11.5.10.5. Argentina Market Size and Forecast, By Service, 2019 - 2032 (US$ Million)
      • 11.5.10.6. Argentina Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
    • 11.5.11. Colombia
      • 11.5.11.1. Overview
      • 11.5.11.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
      • 11.5.11.3. Colombia Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
      • 11.5.11.4. Colombia Market Size and Forecast, By Deployment Model, 2019 - 2032 (US$ Million)
      • 11.5.11.5. Colombia Market Size and Forecast, By Service, 2019 - 2032 (US$ Million)
      • 11.5.11.6. Colombia Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
    • 11.5.12. Rest of LATAM
      • 11.5.12.1. Overview
      • 11.5.12.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
      • 11.5.12.3. Rest of LATAM Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
      • 11.5.12.4. Rest of LATAM Market Size and Forecast, By Deployment Model, 2019 - 2032 (US$ Million)
      • 11.5.12.5. Rest of LATAM Market Size and Forecast, By Service, 2019 - 2032 (US$ Million)
      • 11.5.12.6. Rest of LATAM Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
  • 11.6. Middle East and Africa
    • 11.6.1. Overview
    • 11.6.2. Global Precision Farming Software Key Manufacturers in Middle East and Africa
    • 11.6.3. Middle East and Africa Market Size and Forecast, By Country, 2019 - 2032 (US$ Million)
    • 11.6.4. Middle East and Africa Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
    • 11.6.5. Middle East and Africa Market Size and Forecast, By Deployment Model, 2019 - 2032 (US$ Million)
    • 11.6.6. Middle East and Africa Market Size and Forecast, By Service, 2019 - 2032 (US$ Million)
    • 11.6.7. Middle East and Africa Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
    • 11.6.8. Saudi Arabia
      • 11.6.8.1. Overview
      • 11.6.8.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
      • 11.6.8.3. Saudi Arabia Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
      • 11.6.8.4. Saudi Arabia Market Size and Forecast, By Deployment Model, 2019 - 2032 (US$ Million)
      • 11.6.8.5. Saudi Arabia Market Size and Forecast, By Service, 2019 - 2032 (US$ Million)
      • 11.6.8.6. Saudi Arabia Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
    • 11.6.9. United Arab Emirates
      • 11.6.9.1. Overview
      • 11.6.9.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
      • 11.6.9.3. United Arab Emirates Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
      • 11.6.9.4. United Arab Emirates Market Size and Forecast, By Deployment Model, 2019 - 2032 (US$ Million)
      • 11.6.9.5. United Arab Emirates Market Size and Forecast, By Service, 2019 - 2032 (US$ Million)
      • 11.6.9.6. United Arab Emirates Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
    • 11.6.10. Israel
      • 11.6.10.1. Overview
      • 11.6.10.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
      • 11.6.10.3. Israel Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
      • 11.6.10.4. Israel Market Size and Forecast, By Deployment Model, 2019 - 2032 (US$ Million)
      • 11.6.10.5. Israel Market Size and Forecast, By Service, 2019 - 2032 (US$ Million)
      • 11.6.10.6. Israel Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
    • 11.6.11. Turkey
      • 11.6.11.1. Overview
      • 11.6.11.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
      • 11.6.11.3. Turkey Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
      • 11.6.11.4. Turkey Market Size and Forecast, By Deployment Model, 2019 - 2032 (US$ Million)
      • 11.6.11.5. Turkey Market Size and Forecast, By Service, 2019 - 2032 (US$ Million)
      • 11.6.11.6. Turkey Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
    • 11.6.12. Algeria
      • 11.6.12.1. Overview
      • 11.6.12.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
      • 11.6.12.3. Algeria Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
      • 11.6.12.4. Algeria Market Size and Forecast, By Deployment Model, 2019 - 2032 (US$ Million)
      • 11.6.12.5. Algeria Market Size and Forecast, By Service, 2019 - 2032 (US$ Million)
      • 11.6.12.6. Algeria Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
    • 11.6.13. Egypt
      • 11.6.13.1. Overview
      • 11.6.13.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
      • 11.6.13.3. Egypt Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
      • 11.6.13.4. Egypt Market Size and Forecast, By Deployment Model, 2019 - 2032 (US$ Million)
      • 11.6.13.5. Egypt Market Size and Forecast, By Service, 2019 - 2032 (US$ Million)
      • 11.6.13.6. Egypt Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
    • 11.6.14. Rest of MEA
      • 11.6.14.1. Overview
      • 11.6.14.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
      • 11.6.14.3. Rest of MEA Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
      • 11.6.14.4. Rest of MEA Market Size and Forecast, By Deployment Model, 2019 - 2032 (US$ Million)
      • 11.6.14.5. Rest of MEA Market Size and Forecast, By Service, 2019 - 2032 (US$ Million)
      • 11.6.14.6. Rest of MEA Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)

12. Key Vendor Analysis- Global Precision Farming Software Industry

  • 12.1. Competitive Dashboard
  • 12.2. Company Profiles
    • 12.2.1. AG Leader Technology
    • 12.2.2. AgJunction, Inc.
    • 12.2.3. CropMetrics LLC
    • 12.2.4. Trimble, Inc.,
    • 12.2.5. AGCO Corporation
    • 12.2.6. Raven Industries Inc.
    • 12.2.7. Deere and Company
    • 12.2.8. Topcon Corporation
    • 12.2.9. AgEagle Aerial Systems Inc. (Agribotix LLC)
    • 12.2.10. DICKEY-john Corporation
    • 12.2.11. Farmers Edge Inc.
    • 12.2.12. Grownetics, Inc.
    • 12.2.13. Proagrica (SST Development Group, Inc.)
    • 12.2.14. The Climate Corporation

13. 360 Degree Analyst View

14. Appendix

  • 14.1. Research Methodology
  • 14.2. References
  • 14.3. Abbreviations
  • 14.4. Disclaimer
  • 14.5. Contact Us