Selected research
Market Outlook & Growth Opportunities
Global UV Image Sensor Market Outlook and Growth Opportunities 2026
Market perspective
The global UV Image Sensor market was valued at US$ million in 2026 and is projected to reach US$ million by 2032, implying a compound annual growth rate (CAGR) of % over 2026-2032.
The North America market for UV Image Sensor is projected to increase from US$ million in 2026 to US$ million by 2032, at a CAGR of % over 2026-2032.
The Europe market for UV Image Sensor is projected to increase from US$ million in 2026 to US$ million by 2032, at a CAGR of % over 2026-2032.
Read the full market overview
The Asia Pacific market for UV Image Sensor is projected to increase from US$ million in 2026 to US$ million by 2032, at a CAGR of % over 2026-2032.
In China, the UV Image Sensor market is projected to increase from US$ million in 2026 to US$ million by 2032, at a CAGR of % over 2026-2032.
Major global companies in the UV Image Sensor market include SONY, Teledyne Imaging, Hamamatsu Photonics, Samsung, Hynix, OmniVision, Canon and ON Semiconductor, among others. In 2025, the top three vendors together accounted for approximately % of global revenue.
This report provides an overview of the global UV Image Sensor market in terms of sales, revenue, and price, analyzing global market trends using historical revenue and sales data for 2021-2025, estimates for 2026, and projected CAGRs through 2032.
The study covers key producers of UV Image Sensor and sales in major regions and countries, assesses future market potential, and highlights priority regions and countries for segmenting the market into sub-sectors, with country-specific market value data for the U.S., Canada, Mexico, Brazil, China, Japan, South Korea, Southeast Asia, India, Germany, the U.K., Italy, the Middle East, Africa, and other countries.
The report also presents UV Image Sensor sales, revenue, market share, and industry ranking for the main manufacturers for 2021-2026, identifies the major stakeholders in the global market, and analyzes their competitive landscape and market positioning based on recent developments and segmental revenues.
In addition, the report analyzes segment data by Type and Application—covering sales, revenue, and price—for 2021-2032, and evaluates and forecasts the UV Image Sensor market size, projected growth trends, production technologies, key applications, and end-use industries.
UV Image Sensor Segment by Company
SONY
Teledyne Imaging
Hamamatsu Photonics
Samsung
Hynix
OmniVision
Canon
ON Semiconductor
UV Image Sensor Segment by Type
Back-illuminated UV Image Sensor
Front-illuminated UV Image Sensor
UV Image Sensor Segment by Application
Semiconductor
Environmental Monitoring
Research
Medical
Others
UV Image Sensor Segment by Region
North America
United States
Canada
Mexico
Europe
Germany
France
U.K.
Italy
Russia
Spain
Netherlands
Switzerland
Sweden
Poland
Asia-Pacific
China
Japan
South Korea
India
Australia
Taiwan
Southeast Asia
South America
Brazil
Argentina
Chile
Middle East & Africa
Egypt
South Africa
Israel
Türkiye
GCC Countries
Study Objectives
1. To analyze and research the global UV Image Sensor status and future forecast, involving, sales, revenue, growth rate (CAGR), market share, historical and forecast.
2. To present the key manufacturers, sales, revenue, market share, and Recent Developments.
3. To split the breakdown data by regions, type, manufacturers, and Application.
4. To analyze the global and key regions UV Image Sensor market potential and advantage, opportunity and challenge, restraints, and risks.
5. To identify UV Image Sensor significant trends, drivers, influence factors in global and regions.
6. To analyze UV Image Sensor competitive developments such as expansions, agreements, new product launches, and acquisitions in the market.
Reasons to Buy This Report
1. This report will help the readers to understand the competition within the industries and strategies for the competitive environment to enhance the potential profit. The report also focuses on the competitive landscape of the global UV Image Sensor market, and introduces in detail the market share, industry ranking, competitor ecosystem, market performance, new product development, operation situation, expansion, and acquisition. etc. of the main players, which helps the readers to identify the main competitors and deeply understand the competition pattern of the market.
2. This report will help stakeholders to understand the global industry status and trends of UV Image Sensor and provides them with information on key market drivers, restraints, challenges, and opportunities.
3. This report will help stakeholders to understand competitors better and gain more insights to strengthen their position in their businesses. The competitive landscape section includes the market share and rank (in sales and value), competitor ecosystem, new product development, expansion, and acquisition.
4. This report stays updated with novel technology integration, features, and the latest developments in the market.
5. This report helps stakeholders to gain insights into which regions to target globally.
6. This report helps stakeholders to gain insights into the end-user perception concerning the adoption of UV Image Sensor.
7. This report helps stakeholders to identify some of the key players in the market and understand their valuable contribution.
Chapter Outline
Chapter 1: Provides an overview of the UV Image Sensor market, including product definition, global market growth prospects, sales value, sales volume, and average price forecasts (2021-2032).
Chapter 2: Analysis key trends, drivers, challenges, and opportunities within the global UV Image Sensor industry.
Chapter 3: Detailed analysis of UV Image Sensor manufacturers competitive landscape, price, sales and revenue market share, latest development plan, merger, and acquisition information, etc.
Chapter 4: Provides the analysis of various market segments by type, covering the market size and development potential of each market segment, to help readers find the blue ocean market in different market segments.
Chapter 5: Provides the analysis of various market segments by application, covering the market size and development potential of each market segment, to help readers find the blue ocean market in different downstream markets.
Chapter 6: Sales and value of UV Image Sensor in regional level. It provides a quantitative analysis of the market size and development potential of each region and introduces the market development, future development prospects, market space, and market size of each country in the world.
Chapter 7: Sales and value of UV Image Sensor in country level. It provides sigmate data by type, and by application for each country/region.
Chapter 8: Provides profiles of key players, introducing the basic situation of the main companies in the market in detail, including product sales, revenue, price, gross margin, product introduction, recent development, etc.
Chapter 9: Analysis of industrial chain, including the upstream and downstream of the industry.
Chapter 10: Concluding Insights.
More report detail
Tables and figures
Scope & coverage.
Types
- Back-illuminated UV Image Sensor
- Front-illuminated UV Image Sensor
Applications
- Semiconductor
- Environmental Monitoring
- Research
- Medical
- Others
Companies covered
- SONY
- Teledyne Imaging
- Hamamatsu Photonics
- Samsung
- Hynix
- OmniVision
- Canon
- ON Semiconductor
Inside the report.
1 Market Overview
- 1.1 Product Definition
- 1.2 Global Market Growth Prospects
- 1.2.1 Global UV Image Sensor Sales Value (2021-2032)
- 1.2.2 Global UV Image Sensor Sales Volume (2021-2032)
- 1.2.3 Global UV Image Sensor Sales Average Price (2021-2032)
- 1.3 Assumptions and Limitations
- 1.4 Study Goals and Objectives
2 UV Image Sensor Market Dynamics
- 2.1 UV Image Sensor Industry Trends
- 2.2 UV Image Sensor Industry Drivers
- 2.3 UV Image Sensor Industry Opportunities and Challenges
- 2.4 UV Image Sensor Industry Restraints
3 UV Image Sensor Market by Company
- 3.1 Global UV Image Sensor Company Revenue Ranking in 2025
- 3.2 Global UV Image Sensor Revenue by Company (2021-2026)
- 3.3 Global UV Image Sensor Sales Volume by Company (2021-2026)
- 3.4 Global UV Image Sensor Average Price by Company (2021-2026)
- 3.5 Global UV Image Sensor Company Ranking (2024-2026)
- 3.6 Global UV Image Sensor Company Manufacturing Base and Headquarters
- 3.7 Global UV Image Sensor Company Product Type and Application
- 3.8 Global UV Image Sensor Company Establishment Date
- 3.9 Market Competitive Analysis
- 3.9.1 Global UV Image Sensor Market Concentration Ratio (CR5 and HHI)
- 3.9.2 Global Top 5 and 10 Company Market Share by Revenue in 2025
- 3.9.3 2025 UV Image Sensor Tier 1, Tier 2, and Tier 3 Companies
- 3.10 Mergers and Acquisitions Expansion
4 UV Image Sensor Market by Type
- 4.1 UV Image Sensor Type Introduction
- 4.1.1 Back-illuminated UV Image Sensor
- 4.1.2 Front-illuminated UV Image Sensor
- 4.2 Global UV Image Sensor Sales Volume by Type
- 4.2.1 Global UV Image Sensor Sales Volume by Type (2021 VS 2025 VS 2032)
- 4.2.2 Global UV Image Sensor Sales Volume by Type (2021-2032)
- 4.2.3 Global UV Image Sensor Sales Volume Share by Type (2021-2032)
- 4.3 Global UV Image Sensor Sales Value by Type
- 4.3.1 Global UV Image Sensor Sales Value by Type (2021 VS 2025 VS 2032)
- 4.3.2 Global UV Image Sensor Sales Value by Type (2021-2032)
- 4.3.3 Global UV Image Sensor Sales Value Share by Type (2021-2032)
5 UV Image Sensor Market by Application
- 5.1 UV Image Sensor Application Introduction
- 5.1.1 Semiconductor
- 5.1.2 Environmental Monitoring
- 5.1.3 Research
- 5.1.4 Medical
- 5.1.5 Others
- 5.2 Global UV Image Sensor Sales Volume by Application
- 5.2.1 Global UV Image Sensor Sales Volume by Application (2021 VS 2025 VS 2032)
- 5.2.2 Global UV Image Sensor Sales Volume by Application (2021-2032)
- 5.2.3 Global UV Image Sensor Sales Volume Share by Application (2021-2032)
- 5.3 Global UV Image Sensor Sales Value by Application
- 5.3.1 Global UV Image Sensor Sales Value by Application (2021 VS 2025 VS 2032)
- 5.3.2 Global UV Image Sensor Sales Value by Application (2021-2032)
- 5.3.3 Global UV Image Sensor Sales Value Share by Application (2021-2032)
6 UV Image Sensor Regional Sales and Value Analysis
- 6.1 Global UV Image Sensor Sales by Region: 2021 VS 2025 VS 2032
- 6.2 Global UV Image Sensor Sales by Region (2021-2032)
- 6.2.1 Global UV Image Sensor Sales by Region: 2021-2026
- 6.2.2 Global UV Image Sensor Sales by Region (2027-2032)
- 6.3 Global UV Image Sensor Sales Value by Region: 2021 VS 2025 VS 2032
- 6.4 Global UV Image Sensor Sales Value by Region (2021-2032)
- 6.4.1 Global UV Image Sensor Sales Value by Region: 2021-2026
- 6.4.2 Global UV Image Sensor Sales Value by Region (2027-2032)
- 6.5 Global UV Image Sensor Market Price Analysis by Region (2021-2026)
- 6.6 North America
- 6.6.1 North America UV Image Sensor Sales Value (2021-2032)
- 6.6.2 North America UV Image Sensor Sales Value Share by Country, 2025 VS 2032
- 6.7 Europe
- 6.7.1 Europe UV Image Sensor Sales Value (2021-2032)
- 6.7.2 Europe UV Image Sensor Sales Value Share by Country, 2025 VS 2032
- 6.8 Asia-Pacific
- 6.8.1 Asia-Pacific UV Image Sensor Sales Value (2021-2032)
- 6.8.2 Asia-Pacific UV Image Sensor Sales Value Share by Country, 2025 VS 2032
- 6.9 South America
- 6.9.1 South America UV Image Sensor Sales Value (2021-2032)
- 6.9.2 South America UV Image Sensor Sales Value Share by Country, 2025 VS 2032
- 6.10 Middle East & Africa
- 6.10.1 Middle East & Africa UV Image Sensor Sales Value (2021-2032)
- 6.10.2 Middle East & Africa UV Image Sensor Sales Value Share by Country, 2025 VS 2032
7 UV Image Sensor Country-level Sales and Value Analysis
- 7.1 Global UV Image Sensor Sales by Country: 2021 VS 2025 VS 2032
- 7.2 Global UV Image Sensor Sales Value by Country: 2021 VS 2025 VS 2032
- 7.3 Global UV Image Sensor Sales by Country (2021-2032)
- 7.3.1 Global UV Image Sensor Sales by Country (2021-2026)
- 7.3.2 Global UV Image Sensor Sales by Country (2027-2032)
- 7.4 Global UV Image Sensor Sales Value by Country (2021-2032)
- 7.4.1 Global UV Image Sensor Sales Value by Country (2021-2026)
- 7.4.2 Global UV Image Sensor Sales Value by Country (2027-2032)
- 7.5 USA
- 7.5.1 USA UV Image Sensor Sales Value Growth Rate (2021-2032)
- 7.5.2 USA UV Image Sensor Sales Value Share by Type, 2025 VS 2032
- 7.5.3 USA UV Image Sensor Sales Value Share by Application, 2025 VS 2032
- 7.6 Canada
- 7.6.1 Canada UV Image Sensor Sales Value Growth Rate (2021-2032)
- 7.6.2 Canada UV Image Sensor Sales Value Share by Type, 2025 VS 2032
- 7.6.3 Canada UV Image Sensor Sales Value Share by Application, 2025 VS 2032
- 7.7 Mexico
- 7.6.1 Mexico UV Image Sensor Sales Value Growth Rate (2021-2032)
- 7.6.2 Mexico UV Image Sensor Sales Value Share by Type, 2025 VS 2032
- 7.6.3 Mexico UV Image Sensor Sales Value Share by Application, 2025 VS 2032
- 7.8 Germany
- 7.8.1 Germany UV Image Sensor Sales Value Growth Rate (2021-2032)
- 7.8.2 Germany UV Image Sensor Sales Value Share by Type, 2025 VS 2032
- 7.8.3 Germany UV Image Sensor Sales Value Share by Application, 2025 VS 2032
- 7.9 France
- 7.9.1 France UV Image Sensor Sales Value Growth Rate (2021-2032)
- 7.9.2 France UV Image Sensor Sales Value Share by Type, 2025 VS 2032
- 7.9.3 France UV Image Sensor Sales Value Share by Application, 2025 VS 2032
- 7.10 U.K.
- 7.10.1 U.K. UV Image Sensor Sales Value Growth Rate (2021-2032)
- 7.10.2 U.K. UV Image Sensor Sales Value Share by Type, 2025 VS 2032
- 7.10.3 U.K. UV Image Sensor Sales Value Share by Application, 2025 VS 2032
- 7.11 Italy
- 7.11.1 Italy UV Image Sensor Sales Value Growth Rate (2021-2032)
- 7.11.2 Italy UV Image Sensor Sales Value Share by Type, 2025 VS 2032
- 7.11.3 Italy UV Image Sensor Sales Value Share by Application, 2025 VS 2032
- 7.12 Spain
- 7.12.1 Spain UV Image Sensor Sales Value Growth Rate (2021-2032)
- 7.12.2 Spain UV Image Sensor Sales Value Share by Type, 2025 VS 2032
- 7.12.3 Spain UV Image Sensor Sales Value Share by Application, 2025 VS 2032
- 7.13 Russia
- 7.13.1 Russia UV Image Sensor Sales Value Growth Rate (2021-2032)
- 7.13.2 Russia UV Image Sensor Sales Value Share by Type, 2025 VS 2032
- 7.13.3 Russia UV Image Sensor Sales Value Share by Application, 2025 VS 2032
- 7.14 Netherlands
- 7.14.1 Netherlands UV Image Sensor Sales Value Growth Rate (2021-2032)
- 7.14.2 Netherlands UV Image Sensor Sales Value Share by Type, 2025 VS 2032
- 7.14.3 Netherlands UV Image Sensor Sales Value Share by Application, 2025 VS 2032
- 7.15 Nordic Countries
- 7.15.1 Nordic Countries UV Image Sensor Sales Value Growth Rate (2021-2032)
- 7.15.2 Nordic Countries UV Image Sensor Sales Value Share by Type, 2025 VS 2032
- 7.15.3 Nordic Countries UV Image Sensor Sales Value Share by Application, 2025 VS 2032
- 7.16 China
- 7.16.1 China UV Image Sensor Sales Value Growth Rate (2021-2032)
- 7.16.2 China UV Image Sensor Sales Value Share by Type, 2025 VS 2032
- 7.16.3 China UV Image Sensor Sales Value Share by Application, 2025 VS 2032
- 7.17 Japan
- 7.17.1 Japan UV Image Sensor Sales Value Growth Rate (2021-2032)
- 7.17.2 Japan UV Image Sensor Sales Value Share by Type, 2025 VS 2032
- 7.17.3 Japan UV Image Sensor Sales Value Share by Application, 2025 VS 2032
- 7.18 South Korea
- 7.18.1 South Korea UV Image Sensor Sales Value Growth Rate (2021-2032)
- 7.18.2 South Korea UV Image Sensor Sales Value Share by Type, 2025 VS 2032
- 7.18.3 South Korea UV Image Sensor Sales Value Share by Application, 2025 VS 2032
- 7.19 India
- 7.19.1 India UV Image Sensor Sales Value Growth Rate (2021-2032)
- 7.19.2 India UV Image Sensor Sales Value Share by Type, 2025 VS 2032
- 7.19.3 India UV Image Sensor Sales Value Share by Application, 2025 VS 2032
- 7.20 Australia
- 7.20.1 Australia UV Image Sensor Sales Value Growth Rate (2021-2032)
- 7.20.2 Australia UV Image Sensor Sales Value Share by Type, 2025 VS 2032
- 7.20.3 Australia UV Image Sensor Sales Value Share by Application, 2025 VS 2032
- 7.21 Southeast Asia
- 7.21.1 Southeast Asia UV Image Sensor Sales Value Growth Rate (2021-2032)
- 7.21.2 Southeast Asia UV Image Sensor Sales Value Share by Type, 2025 VS 2032
- 7.21.3 Southeast Asia UV Image Sensor Sales Value Share by Application, 2025 VS 2032
- 7.22 Brazil
- 7.22.1 Brazil UV Image Sensor Sales Value Growth Rate (2021-2032)
- 7.22.2 Brazil UV Image Sensor Sales Value Share by Type, 2025 VS 2032
- 7.22.3 Brazil UV Image Sensor Sales Value Share by Application, 2025 VS 2032
- 7.23 Argentina
- 7.23.1 Argentina UV Image Sensor Sales Value Growth Rate (2021-2032)
- 7.23.2 Argentina UV Image Sensor Sales Value Share by Type, 2025 VS 2032
- 7.23.3 Argentina UV Image Sensor Sales Value Share by Application, 2025 VS 2032
- 7.24 Chile
- 7.24.1 Chile UV Image Sensor Sales Value Growth Rate (2021-2032)
- 7.24.2 Chile UV Image Sensor Sales Value Share by Type, 2025 VS 2032
- 7.24.3 Chile UV Image Sensor Sales Value Share by Application, 2025 VS 2032
- 7.25 Colombia
- 7.25.1 Colombia UV Image Sensor Sales Value Growth Rate (2021-2032)
- 7.25.2 Colombia UV Image Sensor Sales Value Share by Type, 2025 VS 2032
- 7.25.3 Colombia UV Image Sensor Sales Value Share by Application, 2025 VS 2032
- 7.26 Peru
- 7.26.1 Peru UV Image Sensor Sales Value Growth Rate (2021-2032)
- 7.26.2 Peru UV Image Sensor Sales Value Share by Type, 2025 VS 2032
- 7.26.3 Peru UV Image Sensor Sales Value Share by Application, 2025 VS 2032
- 7.27 Saudi Arabia
- 7.27.1 Saudi Arabia UV Image Sensor Sales Value Growth Rate (2021-2032)
- 7.27.2 Saudi Arabia UV Image Sensor Sales Value Share by Type, 2025 VS 2032
- 7.27.3 Saudi Arabia UV Image Sensor Sales Value Share by Application, 2025 VS 2032
- 7.28 Israel
- 7.28.1 Israel UV Image Sensor Sales Value Growth Rate (2021-2032)
- 7.28.2 Israel UV Image Sensor Sales Value Share by Type, 2025 VS 2032
- 7.28.3 Israel UV Image Sensor Sales Value Share by Application, 2025 VS 2032
- 7.29 UAE
- 7.29.1 UAE UV Image Sensor Sales Value Growth Rate (2021-2032)
- 7.29.2 UAE UV Image Sensor Sales Value Share by Type, 2025 VS 2032
- 7.29.3 UAE UV Image Sensor Sales Value Share by Application, 2025 VS 2032
- 7.30 Turkey
- 7.30.1 Turkey UV Image Sensor Sales Value Growth Rate (2021-2032)
- 7.30.2 Turkey UV Image Sensor Sales Value Share by Type, 2025 VS 2032
- 7.30.3 Turkey UV Image Sensor Sales Value Share by Application, 2025 VS 2032
- 7.31 Iran
- 7.31.1 Iran UV Image Sensor Sales Value Growth Rate (2021-2032)
- 7.31.2 Iran UV Image Sensor Sales Value Share by Type, 2025 VS 2032
- 7.31.3 Iran UV Image Sensor Sales Value Share by Application, 2025 VS 2032
- 7.32 Egypt
- 7.32.1 Egypt UV Image Sensor Sales Value Growth Rate (2021-2032)
- 7.32.2 Egypt UV Image Sensor Sales Value Share by Type, 2025 VS 2032
- 7.32.3 Egypt UV Image Sensor Sales Value Share by Application, 2025 VS 2032
8 Company Profiles
- 8.1 SONY
- 8.1.1 SONY Company Information
- 8.1.2 SONY Business Overview
- 8.1.3 SONY UV Image Sensor Sales, Value and Gross Margin (2021-2026)
- 8.1.4 SONY UV Image Sensor Product Portfolio
- 8.1.5 SONY Recent Developments
- 8.2 Teledyne Imaging
- 8.2.1 Teledyne Imaging Company Information
- 8.2.2 Teledyne Imaging Business Overview
- 8.2.3 Teledyne Imaging UV Image Sensor Sales, Value and Gross Margin (2021-2026)
- 8.2.4 Teledyne Imaging UV Image Sensor Product Portfolio
- 8.2.5 Teledyne Imaging Recent Developments
- 8.3 Hamamatsu Photonics
- 8.3.1 Hamamatsu Photonics Company Information
- 8.3.2 Hamamatsu Photonics Business Overview
- 8.3.3 Hamamatsu Photonics UV Image Sensor Sales, Value and Gross Margin (2021-2026)
- 8.3.4 Hamamatsu Photonics UV Image Sensor Product Portfolio
- 8.3.5 Hamamatsu Photonics Recent Developments
- 8.4 Samsung
- 8.4.1 Samsung Company Information
- 8.4.2 Samsung Business Overview
- 8.4.3 Samsung UV Image Sensor Sales, Value and Gross Margin (2021-2026)
- 8.4.4 Samsung UV Image Sensor Product Portfolio
- 8.4.5 Samsung Recent Developments
- 8.5 Hynix
- 8.5.1 Hynix Company Information
- 8.5.2 Hynix Business Overview
- 8.5.3 Hynix UV Image Sensor Sales, Value and Gross Margin (2021-2026)
- 8.5.4 Hynix UV Image Sensor Product Portfolio
- 8.5.5 Hynix Recent Developments
- 8.6 OmniVision
- 8.6.1 OmniVision Company Information
- 8.6.2 OmniVision Business Overview
- 8.6.3 OmniVision UV Image Sensor Sales, Value and Gross Margin (2021-2026)
- 8.6.4 OmniVision UV Image Sensor Product Portfolio
- 8.6.5 OmniVision Recent Developments
- 8.7 Canon
- 8.7.1 Canon Company Information
- 8.7.2 Canon Business Overview
- 8.7.3 Canon UV Image Sensor Sales, Value and Gross Margin (2021-2026)
- 8.7.4 Canon UV Image Sensor Product Portfolio
- 8.7.5 Canon Recent Developments
- 8.8 ON Semiconductor
- 8.8.1 ON Semiconductor Company Information
- 8.8.2 ON Semiconductor Business Overview
- 8.8.3 ON Semiconductor UV Image Sensor Sales, Value and Gross Margin (2021-2026)
- 8.8.4 ON Semiconductor UV Image Sensor Product Portfolio
- 8.8.5 ON Semiconductor Recent Developments
9 Value Chain and Sales Channels Analysis
- 9.1 UV Image Sensor Value Chain Analysis
- 9.1.1 UV Image Sensor Key Raw Materials
- 9.1.2 Raw Materials Key Suppliers
- 9.1.3 Manufacturing Cost Structure
- 9.1.4 UV Image Sensor Sales Mode & Process
- 9.2 UV Image Sensor Sales Channels Analysis
- 9.2.1 Direct Comparison with Distribution Share
- 9.2.2 UV Image Sensor Distributors
- 9.2.3 UV Image Sensor Customers
10 Concluding Insights
11 Appendix
- 11.1 Reasons for Doing This Study
- 11.2 Research Methodology
- 11.3 Research Process
- 11.4 Authors List of This Report
- 11.5 Data Source
- 11.5.1 Secondary Sources
- 11.5.2 Primary Sources
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