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市场调查报告书
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云端基础的低温运输管理市场预测至 2030 年：按组件、运输、部署、温度范围、技术、最终用户和地区进行的全球分析

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个工作天内

价格

根据 Stratistics MRC 的数据，全球云端基础的低温运输管理市场预计在 2024 年将达到 149.2 亿美元，到 2030 年将达到 1,286.4 亿美元，预测期内的复合年增长率为 28.4%。

云端基础的低温运输管理是一种利用云端运算来监控、控制和优化温度敏感型供应链的数位系统。它可以即时追踪食品、药品和生技药品等易腐烂货物，确保符合监管标准。该技术可以远端存取关键资料，确保产品完整性并改善物流和供应链相关人员的决策，从而提高效率、减少损失并降低风险。

《富比士》报道称，美国云端基础销售额激增，2021 年年增 14.2%。

生鲜产品需求不断增加

随着消费者对高品质、新鲜产品的需求，对高效能温控物流的需求正急剧增加。云端基础的系统对这些货物进行即时追踪、监控和管理，确保在储存和运输过程中始终满足温度要求。这可以最大限度地减少损失，确保产品品质并遵守监管标准。随着食品服务和製药等行业的扩张，对低温运输管理中自动化、资料主导解决方案的需求持续上升，推动了市场的成长。

连结性和基础设施限制

云端基础的低温运输管理中的连接和基础设施限制源于低温运输业务至关重要的偏远和农村地区不可靠的网路存取。不稳定的连接会扰乱即时监控并导致温度控制和资料传输延迟。此外，某些地区基础设施不足限制了物联网感测器和云端基础的平台等先进技术的采用，从而减缓了它们的市场普及速度。这些限制最终会降低业务效率、阻碍可扩展性并限制整体市场的成长潜力。

电子商务和网上杂货店的兴起

为了满足对更快、更新鲜、更方便的配送方式日益增长的需求，电子商务平台和杂货服务需要确保食品和药品等温度敏感产品在运输过程中保持安全。云端基础的低温运输解决方案提供即时追踪、远端监控和资料分析，以确保符合温度要求。该技术可以减少损失、延误和库存损失，提高业务效率。人们对送货宅配的偏好日益增长以及线上购物的兴起推动了对可靠、可扩展的低温运输物流解决方案的需求。

初期投资高

云端基础的低温运输管理系统需要大量的初始投资，因为物联网感测器、人工智慧主导的分析、即时追踪基础设施和云端整合等先进技术的成本很高。此外，公司必须对员工培训和发展进行投资，以有效地管理这些系统。对于中小型企业来说，这些高昂的初始成本可能会成为采用的障碍。结果，许多企业推迟或避免采用这些解决方案，从而阻碍了整体市场的成长。

COVID-19 的影响

由于迫切需要高效的疫苗分发和药品物流，新冠疫情显着加速了云端基础的低温运输管理的采用。对温度敏感医疗用品、远端监控和即时追踪的需求不断增长推动了市场成长。封锁和供应链中断凸显了自动化、物联网和人工智慧主导的预测分析的重要性。然而，挑战依然存在，包括供应链瓶颈、网路安全风险和初始投资成本。

区块链领域预计将成为预测期内最大的领域

预计预测期内区块链部分将占据最大的市场占有率。云端基础的低温运输管理中的区块链技术将提高温度敏感货物运输的透明度、安全性和可追溯性。温度资料和合规报告可以在相关人员之间无缝共用。透过云端运算，该系统提供可扩展性和即时访问，提高决策和业务效率，同时降低与低温运输业务相关的成本和风险。

预计预测期内食品和饮料产业将实现最高的复合年增长率。

预计预测期内食品和饮料产业将实现最高成长率。食品和饮料行业云端基础的低温运输管理使用云端运算来监控和控制温度敏感的供应链。物联网设备的即时资料收集可确保生鲜产品的最佳储存和运输条件。云端技术实现了相关人员之间的远端监控、预测分析和资料共用，从而提高效率、减少浪费并维持产品品质。

比最大的地区

由于对生鲜食品、药品和疫苗的需求不断增加，预计亚太地区将在预测期内占据最大的市场占有率。都市化加快、电子商务成长以及政府关于食品药品安全的倡议正在推动市场扩张。中国、印度和日本等国家正在投资基于物联网的低温运输解决方案，以实现即时追踪和合规。该地区製药和生物技术行业的成长进一步推动了采用，使亚太地区成为全球低温运输市场的主要参与企业。

复合年增长率最高的地区

预计北美地区在预测期内将呈现最高的复合年增长率。这是由于先进的物流基础设施、对生鲜食品的高需求和强大的製药行业。美国和加拿大是物联网温度监控、主导分析和区块链即时追踪和合规领域的领先采用者。电子商务、线上杂货配送和生技药品分销的兴起将推动市场扩张。持续的技术创新和对供应链优化不断增加的投资使北美成为主要的市场领导者。

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目录

第一章执行摘要

第 2 章 前言

  • 概述
  • 相关利益者
  • 研究范围
  • 调查方法
    • 资料探勘
    • 资料分析
    • 资料检验
    • 研究途径
  • 研究资讯来源
    • 主要研究资讯来源
    • 二手研究资料资讯来源
    • 先决条件

第三章 市场走势分析

  • 介绍
  • 驱动程式
  • 限制因素
  • 机会
  • 威胁
  • 技术分析
  • 最终用户分析
  • 新兴市场
  • COVID-19 的影响

第 4 章 波特五力分析

  • 供应商的议价能力
  • 买家的议价能力
  • 替代品的威胁
  • 新进入者的威胁
  • 竞争对手之间的竞争

第 5低温运输。

  • 介绍
  • 硬体
    • 温度资料记录器
    • 无线射频识别 (RFID) 标籤
    • 感应器
  • 软体
    • 温度监控软体
    • 云端基础的分析软体
    • 即时追踪软体
  • 服务
    • 咨询
    • 整合与实施
    • 维护和支援

6. 全球云端基础的低温运输管理市场（以运输方式）

  • 介绍
  • 陆基
  • 空军基地
  • 海基
  • 铁路类

7. 全球云端基础的低温运输管理市场（按部署）

  • 介绍
  • 公共云端
  • 私有云端

8. 全球云端基础的低温运输管理市场（按温度范围）

  • 介绍
  • 冷藏（2-8℃）
  • 冷冻（-18℃以下）
  • 环境温度（10至25°C）

9. 全球云端基础的低温运输管理市场（按技术）

  • 介绍
  • 物联网 (IoT)
  • 区块链
  • 人工智慧（AI）和机器学习
  • 巨量资料分析
  • GPS 和即时追踪
  • 其他的

第 10低温运输。

  • 介绍
  • 饮食
  • 医疗
  • 化学品
  • 农业
  • 物流与运输
  • 其他的

第云端基础低温运输。

  • 介绍
  • 北美洲
    • 美国
    • 加拿大
    • 墨西哥
  • 欧洲
    • 德国
    • 英国
    • 义大利
    • 法国
    • 西班牙
    • 欧洲其他地区
  • 亚太地区
    • 日本
    • 中国
    • 印度
    • 澳洲
    • 纽西兰
    • 韩国
    • 其他亚太地区
  • 南美洲
    • 阿根廷
    • 巴西
    • 智利
    • 南美洲其他地区
  • 中东和非洲
    • 沙乌地阿拉伯
    • 阿拉伯聯合大公国
    • 卡达
    • 南非
    • 其他中东和非洲地区

第十二章 重大进展

  • 协议、伙伴关係、合作和合资企业
  • 收购与合併
  • 新产品发布
  • 业务扩展
  • 其他关键策略

第十三章 公司概况

  • 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.