查看購物車
  • Simplified Chinese
  • English
  • Japanese
  • Korean
封面
市場調查報告書
商品編碼
1662780

雲端基礎的低溫運輸管理市場預測至 2030 年：按組件、運輸、部署、溫度範圍、技術、最終用戶和地區進行的全球分析

Cloud-based Cold Chain Management Market Forecasts to 2030 - Global Analysis By Component (Hardware, Software and Services), Transportation, Deployment, Temperature Range, Technology, 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 的數據，全球雲端基礎的低溫運輸管理市場預計在 2024 年將達到 149.2 億美元，到 2030 年將達到 1,286.4 億美元，預測期內的複合年成長率為 28.4%。

雲端基礎的低溫運輸管理是一種利用雲端運算來監控、控制和最佳化溫度敏感型供應鏈的數位系統。它可以即時追蹤食品、藥品和生技藥品等易腐爛貨物，確保符合監管標準。該技術可以遠端存取關鍵資料，確保產品完整性並改善物流和供應鏈相關人員的決策，從而提高效率、減少損失並降低風險。

《富比士》報道稱，美國雲端基礎銷售額激增，2021 年年增 14.2%。

生鮮產品需求不斷增加

隨著消費者對高品質、新鮮產品的需求，對高效能溫控物流的需求正急劇增加。雲端基礎的系統對這些貨物進行即時追蹤、監控和管理，確保在儲存和運輸過程中始終滿足溫度要求。這可以最大限度地減少損失，確保產品品質並遵守監管標準。隨著食品服務和製藥等行業的擴張，對低溫運輸管理中自動化、資料主導解決方案的需求持續上升，推動了市場的成長。

連結性和基礎設施限制

雲端基礎的低溫運輸管理中的連接和基礎設施限制源於低溫運輸業務至關重要的偏遠和農村地區不可靠的網路存取。不穩定的連接會擾亂即時監控並導致溫度控制和資料傳輸延遲。此外，某些地區基礎設施不足限制了物聯網感測器和雲端基礎的平台等先進技術的採用，從而減緩了它們的市場普及速度。這些限制最終會降低業務效率、阻礙可擴展性並限制整體市場的成長潛力。

電子商務和網上雜貨店的興起

為了滿足對更快、更新鮮、更方便的配送方式日益成長的需求，電子商務平台和雜貨服務需要確保食品和藥品等溫度敏感產品在運輸過程中保持安全。雲端基礎的低溫運輸解決方案提供即時追蹤、遠端監控和資料分析，以確保符合溫度要求。該技術可以減少損失、延誤和庫存損失，提高業務效率。人們對送貨宅配的偏好日益成長以及線上購物的興起推動了對可靠、可擴展的低溫運輸物流解決方案的需求。

初期投資高

雲端基礎的低溫運輸管理系統需要大量的初始投資，因為物聯網感測器、人工智慧主導的分析、即時追蹤基礎設施和雲端整合等先進技術的成本很高。此外，公司必須對員工培訓和發展進行投資，以有效地管理這些系統。對於中小型企業來說，這些高昂的初始成本可能會成為採用的障礙。結果，許多企業推遲或避免採用這些解決方案，從而阻礙了整體市場的成長。

COVID-19 的影響

由於迫切需要高效的疫苗分發和藥品物流，新冠疫情顯著加速了雲端基礎的低溫運輸管理的採用。對溫度敏感醫療用品、遠端監控和即時追蹤的需求不斷成長推動了市場成長。封鎖和供應鏈中斷凸顯了自動化、物聯網和人工智慧主導的預測分析的重要性。然而，挑戰依然存在，包括供應鏈瓶頸、網路安全風險和初始投資成本。

區塊鏈領域預計將成為預測期內最大的領域

預計預測期內區塊鏈部分將佔據最大的市場佔有率。雲端基礎的低溫運輸管理中的區塊鏈技術將提高溫度敏感貨物運輸的透明度、安全性和可追溯性。溫度資料和合規報告可以在相關人員之間無縫共用。透過雲端運算，該系統提供可擴展性和即時訪問，提高決策和業務效率，同時降低與低溫運輸業務相關的成本和風險。

預計預測期內食品和飲料產業將實現最高的複合年成長率。

預計預測期內食品和飲料產業將實現最高成長率。食品和飲料行業雲端基礎的低溫運輸管理使用雲端運算來監控和控制溫度敏感的供應鏈。物聯網設備的即時資料收集可確保生鮮產品的最佳儲存和運輸條件。雲端技術實現了相關人員之間的遠端監控、預測分析和資料共用，從而提高效率、減少浪費並維持產品品質。

比最大的地區

由於對生鮮食品、藥品和疫苗的需求不斷增加，預計亞太地區將在預測期內佔據最大的市場佔有率。都市化加快、電子商務成長以及政府關於食品藥品安全的舉措正在推動市場擴張。中國、印度和日本等國家正在投資基於物聯網的低溫運輸解決方案，以實現即時追蹤和合規。該地區製藥和生物技術行業的成長進一步推動了採用，使亞太地區成為全球低溫運輸市場的主要參與企業。

複合年成長率最高的地區

預計北美地區在預測期內將呈現最高的複合年成長率。這是由於先進的物流基礎設施、對生鮮食品的高需求和強大的製藥行業。美國和加拿大是物聯網溫度監控、主導分析和區塊鏈即時追蹤和合規領域的領先採用者。電子商務、線上雜貨配送和生技藥品分銷的興起將推動市場擴張。持續的技術創新和對供應鏈最佳化不斷增加的投資使北美成為主要的市場領導者。

免費客製化服務

訂閱此報告的客戶可享有以下免費自訂選項之一：

  • 公司簡介
    • 對其他市場參與企業（最多 3 家公司）進行全面分析
    • 主要企業的 SWOT 分析（最多 3 家公司）
  • 地理細分
    • 根據客戶興趣對主要國家進行市場估計、預測和複合年成長率（註：基於可行性檢查）
  • 競爭性基準化分析
    • 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
  • 研究範圍
  • 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
    • 二手研究資料資訊來源
    • 先決條件

第3章 市場走勢分析

  • 介紹
  • 驅動程式
  • 限制因素
  • 機會
  • 威脅
  • 技術分析
  • 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
  • 買家的議價能力
  • 替代品的威脅
  • 新進入者的威脅
  • 競爭對手之間的競爭

第 5低溫運輸。

  • 介紹
  • 硬體
    • 溫度資料記錄器
    • 無線射頻識別 (RFID) 標籤
    • 感應器
  • 軟體
    • 溫度監控軟體
    • 雲端基礎的分析軟體
    • 即時追蹤軟體
  • 服務
    • 諮詢
    • 整合與實施
    • 維護和支援

6. 全球雲端基礎的低溫運輸管理市場（以運輸方式）

  • 介紹
  • 陸基
  • 空軍基地
  • 海基
  • 鐵路類

7. 全球雲端基礎的低溫運輸管理市場（按部署）

  • 介紹
  • 公共雲端
  • 私有雲端

8. 全球雲端基礎的低溫運輸管理市場（按溫度範圍）

  • 介紹
  • 冷藏（2-8度C）
  • 冷凍（-18度C以下）
  • 環境溫度（10至25°C）

9. 全球雲端基礎的低溫運輸管理市場（按技術）

  • 介紹
  • 物聯網 (IoT)
  • 區塊鏈
  • 人工智慧（AI）和機器學習
  • 巨量資料分析
  • GPS 和即時追蹤
  • 其他

第 10低溫運輸。

  • 介紹
  • 飲食
  • 醫療
  • 化學品
  • 農業
  • 物流與運輸
  • 其他

第雲端基礎低溫運輸。

  • 介紹
  • 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
    • 歐洲其他地區
  • 亞太地區
    • 日本
    • 中國
    • 印度
    • 澳洲
    • 紐西蘭
    • 韓國
    • 其他亞太地區
  • 南美洲
    • 阿根廷
    • 巴西
    • 智利
    • 南美洲其他地區
  • 中東和非洲
    • 沙烏地阿拉伯
    • 阿拉伯聯合大公國
    • 卡達
    • 南非
    • 其他中東和非洲地區

第12章 重大進展

  • 協議、夥伴關係、合作和合資企業
  • 收購與合併
  • 新產品發布
  • 業務擴展
  • 其他關鍵策略

第13章 公司概況

  • Oracle
  • SAP
  • IBM Corporation
  • Microsoft Corporation
  • Amazon Web Services, Inc.（AWS）
  • Cisco Systems Inc.
  • AT&T Inc.
  • Tata Consultancy Services Limited
  • Infosys Limited
  • Capgemini SE
  • HCL Technologies Limited
  • Wipro Limited
  • Zebra Technologies Corporation
  • Korber AG
  • Fujitsu Corporation
  • Infratab, Inc
  • Emerson Electric Corporation
  • ELPRO-BUCHS AG
  • Tower Cold Chain
  • Savi Technology
Product Code: SMRC28641

According to Stratistics MRC, the Global Cloud-based Cold Chain Management Market is accounted for $14.92 billion in 2024 and is expected to reach $128.64 billion by 2030 growing at a CAGR of 28.4% during the forecast period. Cloud-based cold chain management is a digital system that utilizes cloud computing to monitor, control, and optimize temperature-sensitive supply chains. It enables real-time tracking of perishable goods such as food, pharmaceuticals, and biologics, ensuring compliance with regulatory standards. This technology enhances efficiency, reduces spoilage, and minimizes risks by enabling remote access to critical data, ensuring product integrity, and improving decision-making for logistics and supply chain stakeholders.

According to Forbes, cloud-based sales in the US soared, marking a 14.2% increase compared to 2021.

Market Dynamics:

Driver:

Rising demand for perishable goods

As consumers increasingly seek high-quality, fresh products, the need for efficient temperature-controlled logistics has surged. Cloud-based systems offer real-time tracking, monitoring, and management of these goods, ensuring that temperature requirements are consistently met during storage and transportation. This minimizes spoilage, ensures product quality, and complies with regulatory standards. As industries like foodservice and pharmaceuticals expand, the demand for automated, data-driven solutions in cold chain management continues to rise, propelling market growth.

Restraint:

Connectivity & infrastructure limitations

Connectivity and infrastructure limitations in cloud-based cold chain management arise from unreliable internet access in remote or rural areas, where cold chain operations are critical. Inconsistent connectivity can disrupt real-time monitoring, causing delays in temperature control and data transmission. Moreover, inadequate infrastructure in certain regions limits the deployment of advanced technologies like IoT sensors and cloud-based platforms, slowing down market adoption. These limitations ultimately reduce operational efficiency, hinder scalability, and limit the overall growth potential of the market.

Opportunity:

E-commerce & online grocery expansion

E-commerce platforms and grocery services must ensure temperature-sensitive products like food and pharmaceuticals stay safe during transit to meet growing demand for faster, fresher, and more convenient delivery options. Cloud-based cold chain solutions offer real-time tracking, remote monitoring, and data analytics to ensure compliance with temperature requirements. This technology reduces spoilage, delays, and inventory losses while improving operational efficiency. The growing preference for home deliveries and the rise in online grocery shopping further drive the need for reliable, scalable cold chain logistics solutions.

Threat:

High initial investment

Cloud-based cold chain management systems require significant initial investment due to the costs of advanced technologies like IoT sensors, AI-driven analytics, real-time tracking infrastructure, and cloud integration. Additionally, companies must invest in training and workforce development to manage these systems effectively. For small and medium-sized businesses, these high upfront costs can be a barrier to adoption. As a result, many organizations delay or avoid implementing such solutions, which hampers overall market growth.

Covid-19 Impact:

The covid-19 pandemic significantly accelerated the adoption of cloud-based cold chain management due to the urgent need for efficient vaccine distribution and pharmaceutical logistics. Increased demand for temperature-sensitive medical supplies, remote monitoring, and real-time tracking boosted market growth. Lockdowns and supply chain disruptions highlighted the importance of automation, IoT, and AI-driven predictive analytics. However, challenges like supply chain bottlenecks, cybersecurity risks, and initial investment costs remained.

The blockchain segment is expected to be the largest during the forecast period

The blockchain segment is expected to account for the largest market share during the forecast period. Blockchain technology in cloud-based cold chain management enhances transparency, security, and traceability in the transportation of temperature-sensitive goods. It enables seamless sharing of temperature data and compliance reports among stakeholders. With cloud computing, this system offers scalability and real-time access, improving decision-making and operational efficiency while reducing costs and risks associated with cold chain operations.

The food & beverages segment is expected to have the highest CAGR during the forecast period

Over the forecast period, the food & beverages segment is predicted to witness the highest growth rate. Cloud-based cold chain management in the food and beverage industry uses cloud computing to monitor and control the temperature-sensitive supply chain. It ensures optimal storage and transportation conditions for perishable goods by collecting real-time data from IoT devices. Cloud technology enables remote monitoring, predictive analytics, and data sharing across stakeholders, improving efficiency, reducing waste, and maintaining product quality.

Region with largest share:

During the forecast period, the Asia-Pacific region is expected to hold the largest market share, due to increasing demand for perishable food, pharmaceuticals, and vaccines. Rising urbanization, expanding e-commerce, and government initiatives for food and drug safety drive market expansion. Countries like China, India, and Japan are investing in IoT-enabled cold chain solutions for real-time tracking and compliance. The region's growing pharmaceutical and biotechnology industries further boost adoption, making Asia-Pacific a key player in the global cold chain market.

Region with highest CAGR:

Over the forecast period, the North America region is anticipated to exhibit the highest CAGR, by the advanced logistics infrastructure, high demand for perishable food, and a strong pharmaceutical sector. The U.S. and Canada are leading adopters of IoT-enabled temperature monitoring, AI-driven analytics, and blockchain for real-time tracking and compliance. The rise of e-commerce, online grocery delivery, and biologic drug distribution enhances market expansion. Continuous technological innovation and increasing investments in supply chain optimization position North America as a key market leader.

Key players in the market

Some of the key players in Cloud-based Cold Chain Management market include Oracle, SAP, IBM Corporation, Microsoft Corporation, Amazon Web Services, Inc. (AWS), Cisco Systems Inc., AT&T Inc., Tata Consultancy Services Limited, Infosys Limited, Capgemini SE, HCL Technologies Limited, Wipro Limited, Zebra Technologies Corporation, Korber AG, Fujitsu Corporation, Infratab, Inc, Emerson Electric Corporation, ELPRO-BUCHS AG, Tower Cold Chain and Savi Technology.

Key Developments:

In October 2024, Tower Cold Chain launched a one-stop-shop solution that offers access to four key areas: a sustainability toolkit, a knowledge hub, performance data, and ethical guidelines. This initiative aims to provide companies in the cold chain sector with comprehensive resources to improve their operations and sustainability practices.

In December 2023, Fujitsu launched a new cloud-based logistics data standardization and visualization service designed for shippers, logistics companies, and vendors. This solution is particularly beneficial for improving supply chain transparency and optimizing workflows, making it a valuable tool for companies looking to enhance their logistics processes.

Components Covered:

  • Hardware
  • Software
  • Services

Transportations Covered:

  • Land-Based
  • Air-Based
  • Sea-Based
  • Rail-Based

Deployments Covered:

  • Public Cloud
  • Private Cloud

Temperature Ranges Covered:

  • Cold (2-8°C)
  • Frozen (-18°C or Lower)
  • Ambient (10-25°C)

Technologies Covered:

  • Internet of Things (IoT)
  • Blockchain
  • Artificial Intelligence (AI) & Machine Learning
  • Big Data Analytics
  • GPS & Real-Time Tracking
  • Other Technologies

End Users Covered:

  • Food & Beverages
  • Healthcare
  • Chemicals
  • Agriculture
  • Logistics & Transportation
  • 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 Technology 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 Cloud-based Cold Chain Management Market, By Component

  • 5.1 Introduction
  • 5.2 Hardware
    • 5.2.1 Temperature Data Loggers
    • 5.2.2 Radio Frequency Identification (RFID) Tags
    • 5.2.3 Sensors
  • 5.3 Software
    • 5.3.1 Temperature Monitoring Software
    • 5.3.2 Cloud-based Analytics Software
    • 5.3.3 Real-Time Tracking Software
  • 5.4 Services
    • 5.4.1 Consulting
    • 5.4.2 Integration & Implementation
    • 5.4.3 Maintenance & Support

6 Global Cloud-based Cold Chain Management Market, By Transportation

  • 6.1 Introduction
  • 6.2 Land-Based
  • 6.3 Air-Based
  • 6.4 Sea-Based
  • 6.5 Rail-Based

7 Global Cloud-based Cold Chain Management Market, By Deployment

  • 7.1 Introduction
  • 7.2 Public Cloud
  • 7.3 Private Cloud

8 Global Cloud-based Cold Chain Management Market, By Temperature Range

  • 8.1 Introduction
  • 8.2 Cold (2-8°C)
  • 8.3 Frozen (-18°C or Lower)
  • 8.4 Ambient (10-25°C)

9 Global Cloud-based Cold Chain Management Market, By Technology

  • 9.1 Introduction
  • 9.2 Internet of Things (IoT)
  • 9.3 Blockchain
  • 9.4 Artificial Intelligence (AI) & Machine Learning
  • 9.5 Big Data Analytics
  • 9.6 GPS & Real-Time Tracking
  • 9.7 Other Technologies

10 Global Cloud-based Cold Chain Management Market, By End User

  • 10.1 Introduction
  • 10.2 Food & Beverages
  • 10.3 Healthcare
  • 10.4 Chemicals
  • 10.5 Agriculture
  • 10.6 Logistics & Transportation
  • 10.7 Other End Users

11 Global Cloud-based Cold Chain Management 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
    • 11.3.11 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
    • 11.4.11 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
  • 11.11 Middle East & Africa
    • 11.11.1 Saudi Arabia
    • 11.11.2 UAE
    • 11.11.3 Qatar
    • 11.11.4 South Africa
    • 11.11.5 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 Oracle
  • 13.2 SAP
  • 13.3 IBM Corporation
  • 13.4 Microsoft Corporation
  • 13.5 Amazon Web Services, Inc. (AWS)
  • 13.6 Cisco Systems Inc.
  • 13.7 AT&T Inc.
  • 13.8 Tata Consultancy Services Limited
  • 13.9 Infosys Limited
  • 13.10 Capgemini SE
  • 13.11 HCL Technologies Limited
  • 13.12 Wipro Limited
  • 13.13 Zebra Technologies Corporation
  • 13.14 Korber AG
  • 13.15 Fujitsu Corporation
  • 13.16 Infratab, Inc
  • 13.17 Emerson Electric Corporation
  • 13.18 ELPRO-BUCHS AG
  • 13.19 Tower Cold Chain
  • 13.20 Savi Technology

List of Tables

  • Table 1 Global Cloud-based Cold Chain Management Market Outlook, By Region (2022-2030) ($MN)
  • Table 2 Global Cloud-based Cold Chain Management Market Outlook, By Component (2022-2030) ($MN)
  • Table 3 Global Cloud-based Cold Chain Management Market Outlook, By Hardware (2022-2030) ($MN)
  • Table 4 Global Cloud-based Cold Chain Management Market Outlook, By Temperature Data Loggers (2022-2030) ($MN)
  • Table 5 Global Cloud-based Cold Chain Management Market Outlook, By Radio Frequency Identification (RFID) Tags (2022-2030) ($MN)
  • Table 6 Global Cloud-based Cold Chain Management Market Outlook, By Sensors (2022-2030) ($MN)
  • Table 7 Global Cloud-based Cold Chain Management Market Outlook, By Software (2022-2030) ($MN)
  • Table 8 Global Cloud-based Cold Chain Management Market Outlook, By Temperature Monitoring Software (2022-2030) ($MN)
  • Table 9 Global Cloud-based Cold Chain Management Market Outlook, By Cloud-based Analytics Software (2022-2030) ($MN)
  • Table 10 Global Cloud-based Cold Chain Management Market Outlook, By Real-Time Tracking Software (2022-2030) ($MN)
  • Table 11 Global Cloud-based Cold Chain Management Market Outlook, By Services (2022-2030) ($MN)
  • Table 12 Global Cloud-based Cold Chain Management Market Outlook, By Consulting (2022-2030) ($MN)
  • Table 13 Global Cloud-based Cold Chain Management Market Outlook, By Integration & Implementation (2022-2030) ($MN)
  • Table 14 Global Cloud-based Cold Chain Management Market Outlook, By Maintenance & Support (2022-2030) ($MN)
  • Table 15 Global Cloud-based Cold Chain Management Market Outlook, By Transportation (2022-2030) ($MN)
  • Table 16 Global Cloud-based Cold Chain Management Market Outlook, By Land-Based (2022-2030) ($MN)
  • Table 17 Global Cloud-based Cold Chain Management Market Outlook, By Air-Based (2022-2030) ($MN)
  • Table 18 Global Cloud-based Cold Chain Management Market Outlook, By Sea-Based (2022-2030) ($MN)
  • Table 19 Global Cloud-based Cold Chain Management Market Outlook, By Rail-Based (2022-2030) ($MN)
  • Table 20 Global Cloud-based Cold Chain Management Market Outlook, By Deployment (2022-2030) ($MN)
  • Table 21 Global Cloud-based Cold Chain Management Market Outlook, By Public Cloud (2022-2030) ($MN)
  • Table 22 Global Cloud-based Cold Chain Management Market Outlook, By Private Cloud (2022-2030) ($MN)
  • Table 23 Global Cloud-based Cold Chain Management Market Outlook, By Temperature Range (2022-2030) ($MN)
  • Table 24 Global Cloud-based Cold Chain Management Market Outlook, By Cold (2-8°C) (2022-2030) ($MN)
  • Table 25 Global Cloud-based Cold Chain Management Market Outlook, By Frozen (-18°C or Lower) (2022-2030) ($MN)
  • Table 26 Global Cloud-based Cold Chain Management Market Outlook, By Ambient (10-25°C) (2022-2030) ($MN)
  • Table 27 Global Cloud-based Cold Chain Management Market Outlook, By Technology (2022-2030) ($MN)
  • Table 28 Global Cloud-based Cold Chain Management Market Outlook, By Internet of Things (IoT) (2022-2030) ($MN)
  • Table 29 Global Cloud-based Cold Chain Management Market Outlook, By Blockchain (2022-2030) ($MN)
  • Table 30 Global Cloud-based Cold Chain Management Market Outlook, By Artificial Intelligence (AI) & Machine Learning (2022-2030) ($MN)
  • Table 31 Global Cloud-based Cold Chain Management Market Outlook, By Big Data Analytics (2022-2030) ($MN)
  • Table 32 Global Cloud-based Cold Chain Management Market Outlook, By GPS & Real-Time Tracking (2022-2030) ($MN)
  • Table 33 Global Cloud-based Cold Chain Management Market Outlook, By Other Technologies (2022-2030) ($MN)
  • Table 34 Global Cloud-based Cold Chain Management Market Outlook, By End User (2022-2030) ($MN)
  • Table 35 Global Cloud-based Cold Chain Management Market Outlook, By Food & Beverages (2022-2030) ($MN)
  • Table 36 Global Cloud-based Cold Chain Management Market Outlook, By Healthcare (2022-2030) ($MN)
  • Table 37 Global Cloud-based Cold Chain Management Market Outlook, By Chemicals (2022-2030) ($MN)
  • Table 38 Global Cloud-based Cold Chain Management Market Outlook, By Agriculture (2022-2030) ($MN)
  • Table 39 Global Cloud-based Cold Chain Management Market Outlook, By Logistics & Transportation (2022-2030) ($MN)
  • Table 40 Global Cloud-based Cold Chain Management Market Outlook, By Other End Users (2022-2030) ($MN)

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