• レポートコード:MRC2307A0122 • 出版社/出版日:Transparency Market Research / 2023年5月 • レポート形態:英文、PDF、145ページ • 納品方法:Eメール • 産業分類:工場自動化 |
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レポート概要
Transparency Market Research社の本報告書は、世界の放射冷房システム市場規模が、2023年の21億ドルから予測期間中、年平均5.3%で成長し、2031年には34億ドルに達すると予測しています。本書は、序論、仮定、調査方法、エグゼクティブサマリー、市場概要、種類別(熱活性化ビルシステム、輻射冷却パネル)分析、設置面別(床、壁、天井)分析、用途別(新築、既存建物&リノベーション)分析、建物種類別(住宅、産業、商業)分析、地域別(北米、ヨーロッパ、アジア太平洋、中東・アフリカ、南米)分析、競争状況、主要ポイントなどの構成でまとめています。なお、当市場の主要企業には、BEKA Heiz- und Kühlmatten GmbH EKA Heiz、Danfoss Group、Emerson Electric Co.、Giacomini SpA、Jardine Engineering Corporation、MrPEX Systems、Rehau、Uponor Oyj、Watts Water Technologies Inc.、Zehnder Group AGなどがあります。 ・序論 ・仮定 ・調査方法 ・エグゼクティブサマリー ・市場概要 ・世界の放射冷房システム市場規模:種類別 - 熱活性化ビルシステムの市場規模 - 輻射冷却パネルの市場規模 ・世界の放射冷房システム市場規模:設置面別 - 床設置放射冷房システムの市場規模 - 壁設置放射冷房システムの市場規模 - 天井設置放射冷房システムの市場規模 ・世界の放射冷房システム市場規模:用途別 - 新築における市場規模 - 建物&リノベーションにおける市場規模 ・世界の放射冷房システム市場規模:建物種類別 - 住宅おける市場規模 - 産業おける市場規模 - 商業おける市場規模 ・世界の放射冷房システム市場規模:地域別 - 北米の放射冷房システム市場規模 - ヨーロッパの放射冷房システム市場規模 - アジア太平洋の放射冷房システム市場規模 - 中東・アフリカの放射冷房システム市場規模 - 南米の放射冷房システム市場規模 ・競争状況 ・主要ポイント |
Radiant Cooling Systems Market – Scope of Report
TMR’s report on the global Radiant Cooling Systems market studies the past as well as the current growth trends and opportunities to gain valuable insights of the indicators of the market during the forecast period from 2023 to 2031. The report provides revenue of the global Radiant Cooling Systems market for the period 2017–2031, considering 2023 as the base year and 2031 as the forecast year. The report also provides the compound annual growth rate (CAGR %) of the global Radiant Cooling Systems market from 2023 to 2031.
The report has been prepared after an extensive research. Primary research involved bulk of the research efforts, wherein analysts carried out interviews with key opinion leaders, industry leaders, and opinion makers. Secondary research involved referring to key players’ product literature, annual reports, press releases, and relevant documents to understand the Radiant Cooling Systems market.
Secondary research also included Internet sources, statistical data from government agencies, websites, and trade associations. Analysts employed a combination of top-down and bottom-up approaches to study various attributes of the global Radiant Cooling Systems market.
The report includes an elaborate executive summary, along with a snapshot of the growth behavior of various segments included in the scope of the study. Moreover, the report throws light on the changing competitive dynamics in the global Radiant Cooling Systems market. These serve as valuable tools for existing market players as well as for entities interested in participating in the global Radiant Cooling Systems market.
The report delves into the competitive landscape of the global Radiant Cooling Systems market. Key players operating in the global Radiant Cooling Systems market have been identified and each one of these has been profiled in terms of various attributes. Company overview, financial standings, recent developments, and SWOT are the attributes of players in the global Radiant Cooling Systems market profiled in this report.
Key Questions Answered in Global Radiant Cooling Systems Market Report
• What is the sales/revenue generated by Radiant Cooling Systems across all regions during the forecast period?
• What are the opportunities in the global Radiant Cooling Systems market?
• What are the major drivers, restraints, opportunities, and threats in the market?
• Which regional market is set to expand at the fastest CAGR during the forecast period?
• Which segment is expected to generate the highest revenue globally in 2031?
• Which segment is projected to expand at the highest CAGR during the forecast period?
• What are the market positions of different companies operating in the global market?
Radiant Cooling Systems Market – Research Objectives and Research Approach
The comprehensive report on the global Radiant Cooling Systems market begins with an overview, followed by the scope and objectives of the study. The report provides detailed explanation of the objectives behind this study and key vendors and distributors operating in the market and regulatory scenario for approval of products.
For reading comprehensibility, the report has been compiled in a chapter-wise layout, with each section divided into smaller ones. The report comprises an exhaustive collection of graphs and tables that are appropriately interspersed. Pictorial representation of actual and projected values of key segments is visually appealing to readers. This also allows comparison of the market shares of key segments in the past and at the end of the forecast period.
The report analyzes the global Radiant Cooling Systems market in terms of product, end-user, and region. Key segments under each criterion have been studied at length, and the market share for each of these at the end of 2031 has been provided. Such valuable insights enable market stakeholders in making informed business decisions for investment in the global Radiant Cooling Systems market.
レポート目次1. Preface
1.1. Market Definition and Scope
1.2. Market Segmentation
1.3. Key Research Objectives
1.4. Research Highlights
2. Assumptions
3. Research Methodology
4. Executive Summary
5. Market Overview
5.1. Introduction
5.2. Market Dynamics
5.2.1. Drivers
5.2.2. Restraints
5.2.3. Opportunities
5.3. Key Trends Analysis
5.3.1. Demand Side Analysis
5.3.2. Supply Side Analysis
5.4. Key Market Indicators
5.5. Technological Overview Analysis
5.6. Raw Material Analysis
5.7. Porter’s Five Forces Analysis
5.8. Industry SWOT Analysis
5.9. Value Chain Analysis
5.10. Regulatory Framework
5.11. Global Radiant Cooling Systems Market Analysis and Forecast, 2017 – 2031
5.11.1. Market Value Projections (US$ Bn)
5.11.2. Market Volume Projections (Thousand Units)
6. Global Radiant Cooling Systems Market Analysis and Forecast, by Type
6.1. Radiant Cooling Systems Market Size (US$ Bn and Thousand Units) Forecast, by Type, 2017 – 2031
6.1.1. Thermally Activated Building Systems
6.1.2. Radiant Cooling Panels
6.2. Incremental Opportunity, by Type
7. Global Radiant Cooling Systems Market Analysis and Forecast, by Installation Surface
7.1. Radiant Cooling Systems Market Size (US$ Bn and Thousand Units) Forecast, Installation Surface, 2017 – 2031
7.1.1. Floors
7.1.2. Walls
7.1.3. Ceilings
7.2. Incremental Opportunity, by Installation Surface
8. Global Radiant Cooling Systems Market Analysis and Forecast, by Area of Application
8.1. Radiant Cooling Systems Market Size (US$ Bn and Thousand Units) Forecast, by Area of Application, 2017 – 2031
8.1.1. New Buildings
8.1.2. Existing Buildings/Renovations
8.2. Incremental Opportunity, by Area of Application
9. Global Radiant Cooling Systems Market Analysis and Forecast, by Building Type
9.1. Radiant Cooling Systems Market Size (US$ Bn and Thousand Units) Forecast, by Building Type, 2017 – 2031
9.1.1. Residential
9.1.2. Industrial
9.1.3. Commercial
9.1.3.1. Administrative Buildings
9.1.3.2. Hospitals & Nursing Homes
9.1.3.3. Showrooms & Offices
9.1.3.4. Others
9.2. Incremental Opportunity, by Building Type
10. Global Radiant Cooling Systems Market Analysis and Forecast, by Region
10.1. Radiant Cooling Systems Market Size (US$ Bn and Thousand Units) Forecast, by Region, 2017 – 2031
10.1.1. North America
10.1.2. Europe
10.1.3. Asia Pacific
10.1.4. Middle East & Africa
10.1.5. South America
10.2. Incremental Opportunity, by Region
11. North America Radiant Cooling Systems Market Analysis and Forecast
11.1. Regional Snapshot
11.2. Brand Analysis
11.3. Price Trend Analysis
11.3.1. Weighted Average Price
11.4. Key Trends Analysis
11.4.1. Demand Side
11.4.2. Supplier Side
11.5. Radiant Cooling Systems Market Size (US$ Bn and Thousand Units) Forecast, by Type, 2017 – 2031
11.5.1. Thermally Activated Building Systems
11.5.2. Radiant Cooling Panels
11.6. Radiant Cooling Systems Market Size (US$ Bn and Thousand Units) Forecast, Installation Surface, 2017 – 2031
11.6.1. Floors
11.6.2. Walls
11.6.3. Ceilings
11.7. Radiant Cooling Systems Market Size (US$ Bn and Thousand Units) Forecast, by Area of Application, 2017 – 2031
11.7.1. New Buildings
11.7.2. Existing Buildings/Renovations
11.8. Radiant Cooling Systems Market Size (US$ Bn and Thousand Units) Forecast, by Building Type, 2017 – 2031
11.8.1. Residential
11.8.2. Industrial
11.8.3. Commercial
11.8.3.1. Administrative Buildings
11.8.3.2. Hospitals & Nursing Homes
11.8.3.3. Showrooms & Offices
11.8.3.4. Others
11.9. Radiant Cooling Systems Market Size (US$ Bn and Thousand Units) Forecast, by Country, 2017 – 2031
11.9.1. U.S
11.9.2. Canada
11.9.3. Rest of North America
11.10. Incremental Opportunity Analysis
12. Europe Radiant Cooling Systems Market Analysis and Forecast
12.1. Regional Snapshot
12.2. Brand Analysis
12.3. Price Trend Analysis
12.3.1. Weighted Average Price
12.4. Key Trends Analysis
12.4.1. Demand Side
12.4.2. Supplier Side
12.5. Radiant Cooling Systems Market Size (US$ Bn and Thousand Units) Forecast, by Type, 2017 – 2031
12.5.1. Thermally Activated Building Systems
12.5.2. Radiant Cooling Panels
12.6. Radiant Cooling Systems Market Size (US$ Bn and Thousand Units) Forecast, Installation Surface, 2017 – 2031
12.6.1. Floors
12.6.2. Walls
12.6.3. Ceilings
12.7. Radiant Cooling Systems Market Size (US$ Bn and Thousand Units) Forecast, by Area of Application, 2017 – 2031
12.7.1. New Buildings
12.7.2. Existing Buildings/Renovations
12.8. Radiant Cooling Systems Market Size (US$ Bn and Thousand Units) Forecast, by Building Type, 2017 – 2031
12.8.1. Residential
12.8.2. Industrial
12.8.3. Commercial
12.8.3.1. Administrative Buildings
12.8.3.2. Hospitals & Nursing Homes
12.8.3.3. Showrooms & Offices
12.8.3.4. Others
12.9. Radiant Cooling Systems Market Size (US$ Bn and Thousand Units) Forecast, by Country, 2017 – 2031
12.9.1. U.K
12.9.2. Germany
12.9.3. France
12.9.4. Rest of Europe
12.10. Incremental Opportunity Analysis
13. Asia Pacific Radiant Cooling Systems Market Analysis and Forecast
13.1. Regional Snapshot
13.2. Brand Analysis
13.3. Key Trends Analysis
13.3.1. Demand Side
13.3.2. Supplier Side
13.4. Radiant Cooling Systems Market Size (US$ Bn and Thousand Units) Forecast, by Type, 2017 – 2031
13.4.1. Thermally Activated Building Systems
13.4.2. Radiant Cooling Panels
13.5. Radiant Cooling Systems Market Size (US$ Bn and Thousand Units) Forecast, Installation Surface, 2017 – 2031
13.5.1. Floors
13.5.2. Walls
13.5.3. Ceilings
13.6. Radiant Cooling Systems Market Size (US$ Bn and Thousand Units) Forecast, by Area of Application, 2017 – 2031
13.6.1. New Buildings
13.6.2. Existing Buildings/Renovations
13.7. Radiant Cooling Systems Market Size (US$ Bn and Thousand Units) Forecast, by Building Type, 2017 – 2031
13.7.1. Residential
13.7.2. Industrial
13.7.3. Commercial
13.7.3.1. Administrative Buildings
13.7.3.2. Hospitals & Nursing Homes
13.7.3.3. Showrooms & Offices
13.7.3.4. Others
13.8. Radiant Cooling Systems Market Size (US$ Bn and Thousand Units) Forecast, by Country, 2017 – 2031
13.8.1. India
13.8.2. China
13.8.3. Japan
13.8.4. Rest of Asia Pacific
13.9. Incremental Opportunity Analysis
14. Middle East & South Africa Radiant Cooling Systems Market Analysis and Forecast
14.1. Regional Snapshot
14.2. Brand Analysis
14.3. Price Trend Analysis
14.3.1. Weighted Average Price
14.4. Key Trends Analysis
14.4.1. Demand Side
14.4.2. Supplier Side
14.5. Radiant Cooling Systems Market Size (US$ Bn and Thousand Units) Forecast, by Type, 2017 – 2031
14.5.1. Thermally Activated Building Systems
14.5.2. Radiant Cooling Panels
14.6. Radiant Cooling Systems Market Size (US$ Bn and Thousand Units) Forecast, Installation Surface, 2017 – 2031
14.6.1. Floors
14.6.2. Walls
14.6.3. Ceilings
14.7. Radiant Cooling Systems Market Size (US$ Bn and Thousand Units) Forecast, by Area of Application, 2017 – 2031
14.7.1. New Buildings
14.7.2. Existing Buildings/Renovations
14.8. Radiant Cooling Systems Market Size (US$ Bn and Thousand Units) Forecast, by Building Type, 2017 – 2031
14.8.1. Residential
14.8.2. Industrial
14.8.3. Commercial
14.8.3.1. Administrative Buildings
14.8.3.2. Hospitals & Nursing Homes
14.8.3.3. Showrooms & Offices
14.8.3.4. Others
14.9. Radiant Cooling Systems Market Size (US$ Bn and Thousand Units) Forecast, by Country, 2017 – 2031
14.9.1. GCC
14.9.2. Rest of MEA
14.10. Incremental Opportunity Analysis
15. South America Radiant Cooling Systems Market Analysis and Forecast
15.1. Regional Snapshot
15.2. Brand Analysis
15.3. Price Trend Analysis
15.3.1. Weighted Average Price
15.4. Key Trends Analysis
15.4.1. Demand Side
15.4.2. Supplier Side
15.5. Radiant Cooling Systems Market Size (US$ Bn and Thousand Units) Forecast, by Type, 2017 – 2031
15.5.1. Thermally Activated Building Systems
15.5.2. Radiant Cooling Panels
15.6. Radiant Cooling Systems Market Size (US$ Bn and Thousand Units) Forecast, Installation Surface, 2017 – 2031
15.6.1. Floors
15.6.2. Walls
15.6.3. Ceilings
15.7. Radiant Cooling Systems Market Size (US$ Bn and Thousand Units) Forecast, by Area of Application, 2017 – 2031
15.7.1. New Buildings
15.7.2. Existing Buildings/Renovations
15.8. Radiant Cooling Systems Market Size (US$ Bn and Thousand Units) Forecast, by Building Type, 2017 – 2031
15.8.1. Residential
15.8.2. Industrial
15.8.3. Commercial
15.8.3.1. Administrative Buildings
15.8.3.2. Hospitals & Nursing Homes
15.8.3.3. Showrooms & Offices
15.8.3.4. Others
15.9. Radiant Cooling Systems Market Size (US$ Bn and Thousand Units) Forecast, by Country, 2017 – 2031
15.9.1. Brazil
15.9.2. Rest of South America
15.10. Incremental Opportunity Analysis
16. Competition Landscape
16.1. Market Player – Competition Dashboard
16.2. Market Share Analysis (%), by Company, (2022)
16.3. Company Profiles (Details – Company Overview, Sales Area/Geographical Presence, Revenue, Strategy & Business Overview)
16.3.1. BEKA Heiz- und Kühlmatten GmbH EKA Heiz
16.3.1.1. Company Overview
16.3.1.2. Sales Area/Geographical Presence
16.3.1.3. Revenue
16.3.1.4. Strategy & Business Overview
16.3.2. Danfoss Group
16.3.2.1. Company Overview
16.3.2.2. Sales Area/Geographical Presence
16.3.2.3. Revenue
16.3.2.4. Strategy & Business Overview
16.3.3. Emerson Electric Co.
16.3.3.1. Company Overview
16.3.3.2. Sales Area/Geographical Presence
16.3.3.3. Revenue
16.3.3.4. Strategy & Business Overview
16.3.4. Giacomini SpA
16.3.4.1. Company Overview
16.3.4.2. Sales Area/Geographical Presence
16.3.4.3. Revenue
16.3.4.4. Strategy & Business Overview
16.3.5. Jardine Engineering Corporation
16.3.5.1. Company Overview
16.3.5.2. Sales Area/Geographical Presence
16.3.5.3. Revenue
16.3.5.4. Strategy & Business Overview
16.3.6. MrPEX Systems
16.3.6.1. Company Overview
16.3.6.2. Sales Area/Geographical Presence
16.3.6.3. Revenue
16.3.6.4. Strategy & Business Overview
16.3.7. Rehau
16.3.7.1. Company Overview
16.3.7.2. Sales Area/Geographical Presence
16.3.7.3. Revenue
16.3.7.4. Strategy & Business Overview
16.3.8. Uponor Oyj
16.3.8.1. Company Overview
16.3.8.2. Sales Area/Geographical Presence
16.3.8.3. Revenue
16.3.8.4. Strategy & Business Overview
16.3.9. Watts Water Technologies Inc.
16.3.9.1. Company Overview
16.3.9.2. Sales Area/Geographical Presence
16.3.9.3. Revenue
16.3.9.4. Strategy & Business Overview
16.3.10. Zehnder Group AG
16.3.10.1. Company Overview
16.3.10.2. Sales Area/Geographical Presence
16.3.10.3. Revenue
16.3.10.4. Strategy & Business Overview
17. Key Takeaways
17.1. Identification of Potential Market Spaces
17.1.1. By Type
17.1.2. By Installation Surface
17.1.3. By Area of Application
17.1.4. By Building Type
17.1.5. By Region
17.2. Prevailing Market Risks
17.3. Understanding the Buying Process of the Customers
17.4. Preferred Sales & Marketing Strategy
Table 1: Global Radiant Cooling Systems Market Value (US$ Bn), by Type, 2017-2031
Table 2: Global Radiant Cooling Systems Market Volume (Thousand Units), by Type 2017-2031
Table 3: Global Radiant Cooling Systems Market Value (US$ Bn), by Installation Surface, 2017-2031
Table 4: Global Radiant Cooling Systems Market Volume (Thousand Units), by Installation Surface 2017-2031
Table 5: Global Radiant Cooling Systems Market Value (US$ Bn), by Area of Application, 2017-2031
Table 6: Global Radiant Cooling Systems Market Volume (Thousand Units), by Area of Application 2017-2031
Table 7: Global Radiant Cooling Systems Market Value (US$ Bn), by Building Type, 2017-2031
Table 8: Global Radiant Cooling Systems Market Volume (Thousand Units), by Building Type 2017-2031
Table 9: Global Radiant Cooling Systems Market Value (US$ Bn), by Region, 2017-2031
Table 10: Global Radiant Cooling Systems Market Volume (Thousand Units), by Region 2017-2031
Table 11: North America Radiant Cooling Systems Market Value (US$ Bn), by Type, 2017-2031
Table 12: North America Radiant Cooling Systems Market Volume (Thousand Units), by Type 2017-2031
Table 13: North America Radiant Cooling Systems Market Value (US$ Bn), by Installation Surface, 2017-2031
Table 14: North America Radiant Cooling Systems Market Volume (Thousand Units), by Installation Surface 2017-2031
Table 15: North America Radiant Cooling Systems Market Value (US$ Bn), by Area of Application, 2017-2031
Table 16: North America Radiant Cooling Systems Market Volume (Thousand Units), by Area of Application 2017-2031
Table 17: North America Radiant Cooling Systems Market Value (US$ Bn), by Building Type, 2017-2031
Table 18: North America Radiant Cooling Systems Market Volume (Thousand Units), by Building Type 2017-2031
Table 19: North America Radiant Cooling Systems Market Value (US$ Bn), by Region, 2017-2031
Table 20: North America Radiant Cooling Systems Market Volume (Thousand Units), by Region 2017-2031
Table 21: Europe Radiant Cooling Systems Market Value (US$ Bn), by Type, 2017-2031
Table 22: Europe Radiant Cooling Systems Market Volume (Thousand Units), by Type 2017-2031
Table 23: Europe Radiant Cooling Systems Market Value (US$ Bn), by Installation Surface, 2017-2031
Table 24: Europe Radiant Cooling Systems Market Volume (Thousand Units), by Installation Surface 2017-2031
Table 25: Europe Radiant Cooling Systems Market Value (US$ Bn), by Area of Application, 2017-2031
Table 26: Europe Radiant Cooling Systems Market Volume (Thousand Units), by Area of Application 2017-2031
Table 27: Europe Radiant Cooling Systems Market Value (US$ Bn), by Building Type, 2017-2031
Table 28: Europe Radiant Cooling Systems Market Volume (Thousand Units), by Building Type 2017-2031
Table 29: Europe Radiant Cooling Systems Market Value (US$ Bn), by Region, 2017-2031
Table 30: Europe Radiant Cooling Systems Market Volume (Thousand Units), by Region 2017-2031
Table 31: Asia Pacific Radiant Cooling Systems Market Value (US$ Bn), by Type, 2017-2031
Table 32: Asia Pacific Radiant Cooling Systems Market Volume (Thousand Units), by Type 2017-2031
Table 33: Asia Pacific Radiant Cooling Systems Market Value (US$ Bn), by Installation Surface, 2017-2031
Table 34: Asia Pacific Radiant Cooling Systems Market Volume (Thousand Units), by Installation Surface 2017-2031
Table 35: Asia Pacific Radiant Cooling Systems Market Value (US$ Bn), by Area of Application, 2017-2031
Table 36: Asia Pacific Radiant Cooling Systems Market Volume (Thousand Units), by Area of Application 2017-2031
Table 37: Asia Pacific Radiant Cooling Systems Market Value (US$ Bn), by Building Type, 2017-2031
Table 38: Asia Pacific Radiant Cooling Systems Market Volume (Thousand Units), by Building Type 2017-2031
Table 39: Asia Pacific Radiant Cooling Systems Market Value (US$ Bn), by Region, 2017-2031
Table 40: Asia Pacific Radiant Cooling Systems Market Volume (Thousand Units), by Region 2017-2031
Table 41: Middle East & Africa Radiant Cooling Systems Market Value (US$ Bn), by Type, 2017-2031
Table 42: Middle East & Africa Radiant Cooling Systems Market Volume (Thousand Units), by Type 2017-2031
Table 43: Middle East & Africa Radiant Cooling Systems Market Value (US$ Bn), by Installation Surface, 2017-2031
Table 44: Middle East & Africa Radiant Cooling Systems Market Volume (Thousand Units), by Installation Surface 2017-2031
Table 45: Middle East & Africa Radiant Cooling Systems Market Value (US$ Bn), by Area of Application, 2017-2031
Table 46: Middle East & Africa Radiant Cooling Systems Market Volume (Thousand Units), by Area of Application 2017-2031
Table 47: Middle East & Africa Radiant Cooling Systems Market Value (US$ Bn), by Building Type, 2017-2031
Table 48: Middle East & Africa Radiant Cooling Systems Market Volume (Thousand Units), by Building Type 2017-2031
Table 49: Middle East & Africa Radiant Cooling Systems Market Value (US$ Bn), by Region, 2017-2031
Table 50: Middle East & Africa Radiant Cooling Systems Market Volume (Thousand Units), by Region 2017-2031
Table 51: South America Radiant Cooling Systems Market Value (US$ Bn), by Type, 2017-2031
Table 52: South America Radiant Cooling Systems Market Volume (Thousand Units), by Type 2017-2031
Table 53: South America Radiant Cooling Systems Market Value (US$ Bn), by Installation Surface, 2017-2031
Table 54: South America Radiant Cooling Systems Market Volume (Thousand Units), by Installation Surface 2017-2031
Table 55: South America Radiant Cooling Systems Market Value (US$ Bn), by Area of Application, 2017-2031
Table 56: South America Radiant Cooling Systems Market Volume (Thousand Units), by Area of Application 2017-2031
Table 57: South America Radiant Cooling Systems Market Value (US$ Bn), by Building Type, 2017-2031
Table 58: South America Radiant Cooling Systems Market Volume (Thousand Units), by Building Type 2017-2031
Table 59: South America Radiant Cooling Systems Market Value (US$ Bn), by Region, 2017-2031
Table 60: South America Radiant Cooling Systems Market Volume (Thousand Units), by Region 2017-2031