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レポート概要
| 当調査資料は無人地上車両（UGV）のグローバル市場について調査・分析したレポートです。種類別（センサー、レーダー、レーザー、カメラ、関節式ARM＆GPS）市場規模、用途別（農業、化学、石油＆ガス、防衛）市場規模、地域別（北米、米国、カナダ、ヨーロッパ、ドイツ、フランス、イギリス、イタリア、ロシア、アジア、日本、中国、韓国、インド、オーストラリア、台湾、中南米、メキシコ、ブラジル、アルゼンチン、中東・アフリカ、トルコ、サウジアラビア、UAE等）市場規模データ、主な企業情報と企業別市場シェア等が収録されています。 ・調査範囲 ・エグゼクティブサマリー ・企業別無人地上車両（UGV）の競争状況、市場シェア ・世界の無人地上車両（UGV）市場：種類別市場規模 2015年-2020年（センサー、レーダー、レーザー、カメラ、関節式ARM＆GPS） ・世界の無人地上車両（UGV）市場：種類別市場規模予測 2021年-2026年（センサー、レーダー、レーザー、カメラ、関節式ARM＆GPS） ・世界の無人地上車両（UGV）市場：用途別市場規模 2015年-2020年（農業、化学、石油＆ガス、防衛） ・世界の無人地上車両（UGV）市場：用途別市場規模予測 2021年-2026年（農業、化学、石油＆ガス、防衛） ・北米の無人地上車両（UGV）市場分析：米国、カナダ ・ヨーロッパの無人地上車両（UGV）市場分析：ドイツ、フランス、イギリス、イタリア、ロシア等 ・アジアの無人地上車両（UGV）市場分析：日本、中国、韓国、インド、オーストラリア、台湾等 ・中南米の無人地上車両（UGV）市場分析：メキシコ、ブラジル、アルゼンチン等 ・中東・アフリカの無人地上車両（UGV）市場分析：トルコ、サウジアラビア、UAE等 ・企業情報（企業概要、製品概要、販売量、企業動向） - 掲載企業（変更可能性あり）：Lockheed Martin、Northrop Grumman、BAE Systems、General Dynamics、Irobot、Qinetiq、Cobham、Nexter Group、Dok-Ing、Oshkosh、Aselsan、RE2、Horiba Mira、Autonomous Solutions ・地域別市場規模予測（2021年-2026年）：北米市場、ヨーロッパ市場、アジア市場、中南米市場、中東・アフリカ市場 ・市場機会、課題、リスク、環境分析 ・バリューチェーン、販売チャネル分析 ・調査の結論 |
Unmanned ground vehicle (UGV) is a vehicle that operates while in contact with the ground and without an onboard human presence.
Market Analysis and Insights: Global Unmanned Ground Vehicles (UGV) Market
The global Unmanned Ground Vehicles (UGV) market size is projected to reach US$ 2237.2 million by 2026, from US$ 2080.3 million in 2020, at a CAGR of 7.0%% during 2021-2026.
Global Unmanned Ground Vehicles (UGV) Scope and Market Size
Unmanned Ground Vehicles (UGV) market is segmented by Type, and by Application. Players, stakeholders, and other participants in the global Unmanned Ground Vehicles (UGV) market will be able to gain the upper hand as they use the report as a powerful resource. The segmental analysis focuses on sales, revenue and forecast by Type and by Application for the period 2015-2026.
Segment by Type, the Unmanned Ground Vehicles (UGV) market is segmented into
Sensors
Radar
Lasers
Camera
Articulated ARM & GPS
Segment by Application, the Unmanned Ground Vehicles (UGV) market is segmented into
Agriculture
Chemical
Oil & Gas
Defense
Regional and Country-level Analysis
The Unmanned Ground Vehicles (UGV) market is analysed and market size information is provided by regions (countries).
The key regions covered in the Unmanned Ground Vehicles (UGV) market report are North America, Europe, Asia Pacific, Latin America, Middle East and Africa. It also covers key regions (countries), viz, U.S., Canada, Germany, France, U.K., Italy, Russia, China, Japan, South Korea, India, Australia, Taiwan, Indonesia, Thailand, Malaysia, Philippines, Vietnam, Mexico, Brazil, Turkey, Saudi Arabia, U.A.E, etc.
The report includes country-wise and region-wise market size for the period 2015-2026. It also includes market size and forecast by Type, and by Application segment in terms of sales and revenue for the period 2015-2026.
Competitive Landscape and Unmanned Ground Vehicles (UGV) Market Share Analysis
Unmanned Ground Vehicles (UGV) market competitive landscape provides details and data information by players. The report offers comprehensive analysis and accurate statistics on revenue by the player for the period 2015-2020. It also offers detailed analysis supported by reliable statistics on revenue (global and regional level) by players for the period 2015-2020. Details included are company description, major business, company total revenue and the sales, revenue generated in Unmanned Ground Vehicles (UGV) business, the date to enter into the Unmanned Ground Vehicles (UGV) market, Unmanned Ground Vehicles (UGV) product introduction, recent developments, etc.
The major vendors covered:
Lockheed Martin
Northrop Grumman
BAE Systems
General Dynamics
Irobot
Qinetiq
Cobham
Nexter Group
Dok-Ing
Oshkosh
Aselsan
RE2
Horiba Mira
Autonomous Solutions
1 Study Coverage
1.1 Unmanned Ground Vehicles (UGV) Product Introduction
1.2 Market Segments
1.3 Key Unmanned Ground Vehicles (UGV) Manufacturers Covered: Ranking by Revenue
1.4 Market by Type
1.4.1 Global Unmanned Ground Vehicles (UGV) Market Size Growth Rate by Type
1.4.2 Sensors
1.4.3 Radar
1.4.4 Lasers
1.4.5 Camera
1.4.6 Articulated ARM & GPS
1.5 Market by Application
1.5.1 Global Unmanned Ground Vehicles (UGV) Market Size Growth Rate by Application
1.5.2 Agriculture
1.5.3 Chemical
1.5.4 Oil & Gas
1.5.5 Defense
1.6 Study Objectives
1.7 Years Considered
2 Executive Summary
2.1 Global Unmanned Ground Vehicles (UGV) Market Size, Estimates and Forecasts
2.1.1 Global Unmanned Ground Vehicles (UGV) Revenue 2015-2026
2.1.2 Global Unmanned Ground Vehicles (UGV) Sales 2015-2026
2.2 Global Unmanned Ground Vehicles (UGV), Market Size by Producing Regions: 2015 VS 2020 VS 2026
2.2.1 Global Unmanned Ground Vehicles (UGV) Retrospective Market Scenario in Sales by Region: 2015-2020
2.2.2 Global Unmanned Ground Vehicles (UGV) Retrospective Market Scenario in Revenue by Region: 2015-2020
3 Global Unmanned Ground Vehicles (UGV) Competitor Landscape by Players
3.1 Unmanned Ground Vehicles (UGV) Sales by Manufacturers
3.1.1 Unmanned Ground Vehicles (UGV) Sales by Manufacturers (2015-2020)
3.1.2 Unmanned Ground Vehicles (UGV) Sales Market Share by Manufacturers (2015-2020)
3.2 Unmanned Ground Vehicles (UGV) Revenue by Manufacturers
3.2.1 Unmanned Ground Vehicles (UGV) Revenue by Manufacturers (2015-2020)
3.2.2 Unmanned Ground Vehicles (UGV) Revenue Share by Manufacturers (2015-2020)
3.2.3 Global Unmanned Ground Vehicles (UGV) Market Concentration Ratio (CR5 and HHI) (2015-2020)
3.2.4 Global Top 10 and Top 5 Companies by Unmanned Ground Vehicles (UGV) Revenue in 2019
3.2.5 Global Unmanned Ground Vehicles (UGV) Market Share by Company Type (Tier 1, Tier 2 and Tier 3)
3.3 Unmanned Ground Vehicles (UGV) Price by Manufacturers
3.4 Unmanned Ground Vehicles (UGV) Manufacturing Base Distribution, Product Types
3.4.1 Unmanned Ground Vehicles (UGV) Manufacturers Manufacturing Base Distribution, Headquarters
3.4.2 Manufacturers Unmanned Ground Vehicles (UGV) Product Type
3.4.3 Date of International Manufacturers Enter into Unmanned Ground Vehicles (UGV) Market
3.5 Manufacturers Mergers & Acquisitions, Expansion Plans
4 Market Size by Type (2015-2026)
4.1 Global Unmanned Ground Vehicles (UGV) Market Size by Type (2015-2020)
4.1.1 Global Unmanned Ground Vehicles (UGV) Sales by Type (2015-2020)
4.1.2 Global Unmanned Ground Vehicles (UGV) Revenue by Type (2015-2020)
4.1.3 Unmanned Ground Vehicles (UGV) Average Selling Price (ASP) by Type (2015-2026)
4.2 Global Unmanned Ground Vehicles (UGV) Market Size Forecast by Type (2021-2026)
4.2.1 Global Unmanned Ground Vehicles (UGV) Sales Forecast by Type (2021-2026)
4.2.2 Global Unmanned Ground Vehicles (UGV) Revenue Forecast by Type (2021-2026)
4.2.3 Unmanned Ground Vehicles (UGV) Average Selling Price (ASP) Forecast by Type (2021-2026)
4.3 Global Unmanned Ground Vehicles (UGV) Market Share by Price Tier (2015-2020): Low-End, Mid-Range and High-End
5 Market Size by Application (2015-2026)
5.1 Global Unmanned Ground Vehicles (UGV) Market Size by Application (2015-2020)
5.1.1 Global Unmanned Ground Vehicles (UGV) Sales by Application (2015-2020)
5.1.2 Global Unmanned Ground Vehicles (UGV) Revenue by Application (2015-2020)
5.1.3 Unmanned Ground Vehicles (UGV) Price by Application (2015-2020)
5.2 Unmanned Ground Vehicles (UGV) Market Size Forecast by Application (2021-2026)
5.2.1 Global Unmanned Ground Vehicles (UGV) Sales Forecast by Application (2021-2026)
5.2.2 Global Unmanned Ground Vehicles (UGV) Revenue Forecast by Application (2021-2026)
5.2.3 Global Unmanned Ground Vehicles (UGV) Price Forecast by Application (2021-2026)
6 North America
6.1 North America Unmanned Ground Vehicles (UGV) by Country
6.1.1 North America Unmanned Ground Vehicles (UGV) Sales by Country
6.1.2 North America Unmanned Ground Vehicles (UGV) Revenue by Country
6.1.3 U.S.
6.1.4 Canada
6.2 North America Unmanned Ground Vehicles (UGV) Market Facts & Figures by Type
6.3 North America Unmanned Ground Vehicles (UGV) Market Facts & Figures by Application
7 Europe
7.1 Europe Unmanned Ground Vehicles (UGV) by Country
7.1.1 Europe Unmanned Ground Vehicles (UGV) Sales by Country
7.1.2 Europe Unmanned Ground Vehicles (UGV) Revenue by Country
7.1.3 Germany
7.1.4 France
7.1.5 U.K.
7.1.6 Italy
7.1.7 Russia
7.2 Europe Unmanned Ground Vehicles (UGV) Market Facts & Figures by Type
7.3 Europe Unmanned Ground Vehicles (UGV) Market Facts & Figures by Application
8 Asia Pacific
8.1 Asia Pacific Unmanned Ground Vehicles (UGV) by Region
8.1.1 Asia Pacific Unmanned Ground Vehicles (UGV) Sales by Region
8.1.2 Asia Pacific Unmanned Ground Vehicles (UGV) Revenue by Region
8.1.3 China
8.1.4 Japan
8.1.5 South Korea
8.1.6 India
8.1.7 Australia
8.1.8 Taiwan
8.1.9 Indonesia
8.1.10 Thailand
8.1.11 Malaysia
8.1.12 Philippines
8.1.13 Vietnam
8.2 Asia Pacific Unmanned Ground Vehicles (UGV) Market Facts & Figures by Type
8.3 Asia Pacific Unmanned Ground Vehicles (UGV) Market Facts & Figures by Application
9 Latin America
9.1 Latin America Unmanned Ground Vehicles (UGV) by Country
9.1.1 Latin America Unmanned Ground Vehicles (UGV) Sales by Country
9.1.2 Latin America Unmanned Ground Vehicles (UGV) Revenue by Country
9.1.3 Mexico
9.1.4 Brazil
9.1.5 Argentina
9.2 Central & South America Unmanned Ground Vehicles (UGV) Market Facts & Figures by Type
9.3 Central & South America Unmanned Ground Vehicles (UGV) Market Facts & Figures by Application
10 Middle East and Africa
10.1 Middle East and Africa Unmanned Ground Vehicles (UGV) by Country
10.1.1 Middle East and Africa Unmanned Ground Vehicles (UGV) Sales by Country
10.1.2 Middle East and Africa Unmanned Ground Vehicles (UGV) Revenue by Country
10.1.3 Turkey
10.1.4 Saudi Arabia
10.1.5 U.A.E
10.2 Middle East and Africa Unmanned Ground Vehicles (UGV) Market Facts & Figures by Type
10.3 Middle East and Africa Unmanned Ground Vehicles (UGV) Market Facts & Figures by Application
11 Company Profiles
11.1 Lockheed Martin
11.1.1 Lockheed Martin Corporation Information
11.1.2 Lockheed Martin Description and Business Overview
11.1.3 Lockheed Martin Sales, Revenue and Gross Margin (2015-2020)
11.1.4 Lockheed Martin Unmanned Ground Vehicles (UGV) Products Offered
11.1.5 Lockheed Martin Related Developments
11.2 Northrop Grumman
11.2.1 Northrop Grumman Corporation Information
11.2.2 Northrop Grumman Description and Business Overview
11.2.3 Northrop Grumman Sales, Revenue and Gross Margin (2015-2020)
11.2.4 Northrop Grumman Unmanned Ground Vehicles (UGV) Products Offered
11.2.5 Northrop Grumman Related Developments
11.3 BAE Systems
11.3.1 BAE Systems Corporation Information
11.3.2 BAE Systems Description and Business Overview
11.3.3 BAE Systems Sales, Revenue and Gross Margin (2015-2020)
11.3.4 BAE Systems Unmanned Ground Vehicles (UGV) Products Offered
11.3.5 BAE Systems Related Developments
11.4 General Dynamics
11.4.1 General Dynamics Corporation Information
11.4.2 General Dynamics Description and Business Overview
11.4.3 General Dynamics Sales, Revenue and Gross Margin (2015-2020)
11.4.4 General Dynamics Unmanned Ground Vehicles (UGV) Products Offered
11.4.5 General Dynamics Related Developments
11.5 Irobot
11.5.1 Irobot Corporation Information
11.5.2 Irobot Description and Business Overview
11.5.3 Irobot Sales, Revenue and Gross Margin (2015-2020)
11.5.4 Irobot Unmanned Ground Vehicles (UGV) Products Offered
11.5.5 Irobot Related Developments
11.6 Qinetiq
11.6.1 Qinetiq Corporation Information
11.6.2 Qinetiq Description and Business Overview
11.6.3 Qinetiq Sales, Revenue and Gross Margin (2015-2020)
11.6.4 Qinetiq Unmanned Ground Vehicles (UGV) Products Offered
11.6.5 Qinetiq Related Developments
11.7 Cobham
11.7.1 Cobham Corporation Information
11.7.2 Cobham Description and Business Overview
11.7.3 Cobham Sales, Revenue and Gross Margin (2015-2020)
11.7.4 Cobham Unmanned Ground Vehicles (UGV) Products Offered
11.7.5 Cobham Related Developments
11.8 Nexter Group
11.8.1 Nexter Group Corporation Information
11.8.2 Nexter Group Description and Business Overview
11.8.3 Nexter Group Sales, Revenue and Gross Margin (2015-2020)
11.8.4 Nexter Group Unmanned Ground Vehicles (UGV) Products Offered
11.8.5 Nexter Group Related Developments
11.9 Dok-Ing
11.9.1 Dok-Ing Corporation Information
11.9.2 Dok-Ing Description and Business Overview
11.9.3 Dok-Ing Sales, Revenue and Gross Margin (2015-2020)
11.9.4 Dok-Ing Unmanned Ground Vehicles (UGV) Products Offered
11.9.5 Dok-Ing Related Developments
11.10 Oshkosh
11.10.1 Oshkosh Corporation Information
11.10.2 Oshkosh Description and Business Overview
11.10.3 Oshkosh Sales, Revenue and Gross Margin (2015-2020)
11.10.4 Oshkosh Unmanned Ground Vehicles (UGV) Products Offered
11.10.5 Oshkosh Related Developments
11.1 Lockheed Martin
11.1.1 Lockheed Martin Corporation Information
11.1.2 Lockheed Martin Description and Business Overview
11.1.3 Lockheed Martin Sales, Revenue and Gross Margin (2015-2020)
11.1.4 Lockheed Martin Unmanned Ground Vehicles (UGV) Products Offered
11.1.5 Lockheed Martin Related Developments
11.12 RE2
11.12.1 RE2 Corporation Information
11.12.2 RE2 Description and Business Overview
11.12.3 RE2 Sales, Revenue and Gross Margin (2015-2020)
11.12.4 RE2 Products Offered
11.12.5 RE2 Related Developments
11.13 Horiba Mira
11.13.1 Horiba Mira Corporation Information
11.13.2 Horiba Mira Description and Business Overview
11.13.3 Horiba Mira Sales, Revenue and Gross Margin (2015-2020)
11.13.4 Horiba Mira Products Offered
11.13.5 Horiba Mira Related Developments
11.14 Autonomous Solutions
11.14.1 Autonomous Solutions Corporation Information
11.14.2 Autonomous Solutions Description and Business Overview
11.14.3 Autonomous Solutions Sales, Revenue and Gross Margin (2015-2020)
11.14.4 Autonomous Solutions Products Offered
11.14.5 Autonomous Solutions Related Developments
12 Future Forecast by Regions (Countries) (2021-2026)
12.1 Unmanned Ground Vehicles (UGV) Market Estimates and Projections by Region
12.1.1 Global Unmanned Ground Vehicles (UGV) Sales Forecast by Regions 2021-2026
12.1.2 Global Unmanned Ground Vehicles (UGV) Revenue Forecast by Regions 2021-2026
12.2 North America Unmanned Ground Vehicles (UGV) Market Size Forecast (2021-2026)
12.2.1 North America: Unmanned Ground Vehicles (UGV) Sales Forecast (2021-2026)
12.2.2 North America: Unmanned Ground Vehicles (UGV) Revenue Forecast (2021-2026)
12.2.3 North America: Unmanned Ground Vehicles (UGV) Market Size Forecast by Country (2021-2026)
12.3 Europe Unmanned Ground Vehicles (UGV) Market Size Forecast (2021-2026)
12.3.1 Europe: Unmanned Ground Vehicles (UGV) Sales Forecast (2021-2026)
12.3.2 Europe: Unmanned Ground Vehicles (UGV) Revenue Forecast (2021-2026)
12.3.3 Europe: Unmanned Ground Vehicles (UGV) Market Size Forecast by Country (2021-2026)
12.4 Asia Pacific Unmanned Ground Vehicles (UGV) Market Size Forecast (2021-2026)
12.4.1 Asia Pacific: Unmanned Ground Vehicles (UGV) Sales Forecast (2021-2026)
12.4.2 Asia Pacific: Unmanned Ground Vehicles (UGV) Revenue Forecast (2021-2026)
12.4.3 Asia Pacific: Unmanned Ground Vehicles (UGV) Market Size Forecast by Region (2021-2026)
12.5 Latin America Unmanned Ground Vehicles (UGV) Market Size Forecast (2021-2026)
12.5.1 Latin America: Unmanned Ground Vehicles (UGV) Sales Forecast (2021-2026)
12.5.2 Latin America: Unmanned Ground Vehicles (UGV) Revenue Forecast (2021-2026)
12.5.3 Latin America: Unmanned Ground Vehicles (UGV) Market Size Forecast by Country (2021-2026)
12.6 Middle East and Africa Unmanned Ground Vehicles (UGV) Market Size Forecast (2021-2026)
12.6.1 Middle East and Africa: Unmanned Ground Vehicles (UGV) Sales Forecast (2021-2026)
12.6.2 Middle East and Africa: Unmanned Ground Vehicles (UGV) Revenue Forecast (2021-2026)
12.6.3 Middle East and Africa: Unmanned Ground Vehicles (UGV) Market Size Forecast by Country (2021-2026)
13 Market Opportunities, Challenges, Risks and Influences Factors Analysis
13.1 Market Opportunities and Drivers
13.2 Market Challenges
13.3 Market Risks/Restraints
13.4 Porter’s Five Forces Analysis
13.5 Primary Interviews with Key Unmanned Ground Vehicles (UGV) Players (Opinion Leaders)
14 Value Chain and Sales Channels Analysis
14.1 Value Chain Analysis
14.2 Unmanned Ground Vehicles (UGV) Customers
14.3 Sales Channels Analysis
14.3.1 Sales Channels
14.3.2 Distributors
15 Research Findings and Conclusion
16 Appendix
16.1 Research Methodology
16.1.1 Methodology/Research Approach
16.1.2 Data Source
16.2 Author Details
16.3 Disclaimer
Table 1. Unmanned Ground Vehicles (UGV) Market Segments
Table 2. Ranking of Global Top Unmanned Ground Vehicles (UGV) Manufacturers by Revenue (US$ Million) in 2019
Table 3. Global Unmanned Ground Vehicles (UGV) Market Size Growth Rate by Type 2020-2026 (K Units) & (US$ Million)
Table 4. Major Manufacturers of Sensors
Table 5. Major Manufacturers of Radar
Table 6. Major Manufacturers of Lasers
Table 7. Major Manufacturers of Camera
Table 8. Major Manufacturers of Articulated ARM & GPS
Table 9. Global Unmanned Ground Vehicles (UGV) Market Size Growth Rate by Application 2020-2026 (K Units)
Table 10. Global Unmanned Ground Vehicles (UGV) Market Size by Region (K Units) & (US$ Million): 2020 VS 2026
Table 11. Global Unmanned Ground Vehicles (UGV) Sales by Regions 2015-2020 (K Units)
Table 12. Global Unmanned Ground Vehicles (UGV) Sales Market Share by Regions (2015-2020)
Table 13. Global Unmanned Ground Vehicles (UGV) Revenue by Regions 2015-2020 (US$ Million)
Table 14. Global Unmanned Ground Vehicles (UGV) Sales by Manufacturers (2015-2020) (K Units)
Table 15. Global Unmanned Ground Vehicles (UGV) Sales Share by Manufacturers (2015-2020)
Table 16. Global Unmanned Ground Vehicles (UGV) Manufacturers Market Concentration Ratio (CR5 and HHI) (2015-2020)
Table 17. Global Unmanned Ground Vehicles (UGV) by Company Type (Tier 1, Tier 2 and Tier 3) (based on the Revenue in Unmanned Ground Vehicles (UGV) as of 2019)
Table 18. Unmanned Ground Vehicles (UGV) Revenue by Manufacturers (2015-2020) (US$ Million)
Table 19. Unmanned Ground Vehicles (UGV) Revenue Share by Manufacturers (2015-2020)
Table 20. Key Manufacturers Unmanned Ground Vehicles (UGV) Price (2015-2020) (USD/Unit)
Table 21. Unmanned Ground Vehicles (UGV) Manufacturers Manufacturing Base Distribution and Headquarters
Table 22. Manufacturers Unmanned Ground Vehicles (UGV) Product Type
Table 23. Date of International Manufacturers Enter into Unmanned Ground Vehicles (UGV) Market
Table 24. Manufacturers Mergers & Acquisitions, Expansion Plans
Table 25. Global Unmanned Ground Vehicles (UGV) Sales by Type (2015-2020) (K Units)
Table 26. Global Unmanned Ground Vehicles (UGV) Sales Share by Type (2015-2020)
Table 27. Global Unmanned Ground Vehicles (UGV) Revenue by Type (2015-2020) (US$ Million)
Table 28. Global Unmanned Ground Vehicles (UGV) Revenue Share by Type (2015-2020)
Table 29. Unmanned Ground Vehicles (UGV) Average Selling Price (ASP) by Type 2015-2020 (USD/Unit)
Table 30. Global Unmanned Ground Vehicles (UGV) Sales by Application (2015-2020) (K Units)
Table 31. Global Unmanned Ground Vehicles (UGV) Sales Share by Application (2015-2020)
Table 32. North America Unmanned Ground Vehicles (UGV) Sales by Country (2015-2020) (K Units)
Table 33. North America Unmanned Ground Vehicles (UGV) Sales Market Share by Country (2015-2020)
Table 34. North America Unmanned Ground Vehicles (UGV) Revenue by Country (2015-2020) (US$ Million)
Table 35. North America Unmanned Ground Vehicles (UGV) Revenue Market Share by Country (2015-2020)
Table 36. North America Unmanned Ground Vehicles (UGV) Sales by Type (2015-2020) (K Units)
Table 37. North America Unmanned Ground Vehicles (UGV) Sales Market Share by Type (2015-2020)
Table 38. North America Unmanned Ground Vehicles (UGV) Sales by Application (2015-2020) (K Units)
Table 39. North America Unmanned Ground Vehicles (UGV) Sales Market Share by Application (2015-2020)
Table 40. Europe Unmanned Ground Vehicles (UGV) Sales by Country (2015-2020) (K Units)
Table 41. Europe Unmanned Ground Vehicles (UGV) Sales Market Share by Country (2015-2020)
Table 42. Europe Unmanned Ground Vehicles (UGV) Revenue by Country (2015-2020) (US$ Million)
Table 43. Europe Unmanned Ground Vehicles (UGV) Revenue Market Share by Country (2015-2020)
Table 44. Europe Unmanned Ground Vehicles (UGV) Sales by Type (2015-2020) (K Units)
Table 45. Europe Unmanned Ground Vehicles (UGV) Sales Market Share by Type (2015-2020)
Table 46. Europe Unmanned Ground Vehicles (UGV) Sales by Application (2015-2020) (K Units)
Table 47. Europe Unmanned Ground Vehicles (UGV) Sales Market Share by Application (2015-2020)
Table 48. Asia Pacific Unmanned Ground Vehicles (UGV) Sales by Region (2015-2020) (K Units)
Table 49. Asia Pacific Unmanned Ground Vehicles (UGV) Sales Market Share by Region (2015-2020)
Table 50. Asia Pacific Unmanned Ground Vehicles (UGV) Revenue by Region (2015-2020) (US$ Million)
Table 51. Asia Pacific Unmanned Ground Vehicles (UGV) Revenue Market Share by Region (2015-2020)
Table 52. Asia Pacific Unmanned Ground Vehicles (UGV) Sales by Type (2015-2020) (K Units)
Table 53. Asia Pacific Unmanned Ground Vehicles (UGV) Sales Market Share by Type (2015-2020)
Table 54. Asia Pacific Unmanned Ground Vehicles (UGV) Sales by Application (2015-2020) (K Units)
Table 55. Asia Pacific Unmanned Ground Vehicles (UGV) Sales Market Share by Application (2015-2020)
Table 56. Latin America Unmanned Ground Vehicles (UGV) Sales by Country (2015-2020) (K Units)
Table 57. Latin America Unmanned Ground Vehicles (UGV) Sales Market Share by Country (2015-2020)
Table 58. Latin Americaa Unmanned Ground Vehicles (UGV) Revenue by Country (2015-2020) (US$ Million)
Table 59. Latin America Unmanned Ground Vehicles (UGV) Revenue Market Share by Country (2015-2020)
Table 60. Latin America Unmanned Ground Vehicles (UGV) Sales by Type (2015-2020) (K Units)
Table 61. Latin America Unmanned Ground Vehicles (UGV) Sales Market Share by Type (2015-2020)
Table 62. Latin America Unmanned Ground Vehicles (UGV) Sales by Application (2015-2020) (K Units)
Table 63. Latin America Unmanned Ground Vehicles (UGV) Sales Market Share by Application (2015-2020)
Table 64. Middle East and Africa Unmanned Ground Vehicles (UGV) Sales by Country (2015-2020) (K Units)
Table 65. Middle East and Africa Unmanned Ground Vehicles (UGV) Sales Market Share by Country (2015-2020)
Table 66. Middle East and Africa Unmanned Ground Vehicles (UGV) Revenue by Country (2015-2020) (US$ Million)
Table 67. Middle East and Africa Unmanned Ground Vehicles (UGV) Revenue Market Share by Country (2015-2020)
Table 68. Middle East and Africa Unmanned Ground Vehicles (UGV) Sales by Type (2015-2020) (K Units)
Table 69. Middle East and Africa Unmanned Ground Vehicles (UGV) Sales Market Share by Type (2015-2020)
Table 70. Middle East and Africa Unmanned Ground Vehicles (UGV) Sales by Application (2015-2020) (K Units)
Table 71. Middle East and Africa Unmanned Ground Vehicles (UGV) Sales Market Share by Application (2015-2020)
Table 72. Lockheed Martin Corporation Information
Table 73. Lockheed Martin Description and Major Businesses
Table 74. Lockheed Martin Unmanned Ground Vehicles (UGV) Production (K Units), Revenue (US$ Million), Price (USD/Unit) and Gross Margin (2015-2020)
Table 75. Lockheed Martin Product
Table 76. Lockheed Martin Recent Development
Table 77. Northrop Grumman Corporation Information
Table 78. Northrop Grumman Description and Major Businesses
Table 79. Northrop Grumman Unmanned Ground Vehicles (UGV) Production (K Units), Revenue (US$ Million), Price (USD/Unit) and Gross Margin (2015-2020)
Table 80. Northrop Grumman Product
Table 81. Northrop Grumman Recent Development
Table 82. BAE Systems Corporation Information
Table 83. BAE Systems Description and Major Businesses
Table 84. BAE Systems Unmanned Ground Vehicles (UGV) Production (K Units), Revenue (US$ Million), Price (USD/Unit) and Gross Margin (2015-2020)
Table 85. BAE Systems Product
Table 86. BAE Systems Recent Development
Table 87. General Dynamics Corporation Information
Table 88. General Dynamics Description and Major Businesses
Table 89. General Dynamics Unmanned Ground Vehicles (UGV) Production (K Units), Revenue (US$ Million), Price (USD/Unit) and Gross Margin (2015-2020)
Table 90. General Dynamics Product
Table 91. General Dynamics Recent Development
Table 92. Irobot Corporation Information
Table 93. Irobot Description and Major Businesses
Table 94. Irobot Unmanned Ground Vehicles (UGV) Production (K Units), Revenue (US$ Million), Price (USD/Unit) and Gross Margin (2015-2020)
Table 95. Irobot Product
Table 96. Irobot Recent Development
Table 97. Qinetiq Corporation Information
Table 98. Qinetiq Description and Major Businesses
Table 99. Qinetiq Unmanned Ground Vehicles (UGV) Production (K Units), Revenue (US$ Million), Price (USD/Unit) and Gross Margin (2015-2020)
Table 100. Qinetiq Product
Table 101. Qinetiq Recent Development
Table 102. Cobham Corporation Information
Table 103. Cobham Description and Major Businesses
Table 104. Cobham Unmanned Ground Vehicles (UGV) Production (K Units), Revenue (US$ Million), Price (USD/Unit) and Gross Margin (2015-2020)
Table 105. Cobham Product
Table 106. Cobham Recent Development
Table 107. Nexter Group Corporation Information
Table 108. Nexter Group Description and Major Businesses
Table 109. Nexter Group Unmanned Ground Vehicles (UGV) Production (K Units), Revenue (US$ Million), Price (USD/Unit) and Gross Margin (2015-2020)
Table 110. Nexter Group Product
Table 111. Nexter Group Recent Development
Table 112. Dok-Ing Corporation Information
Table 113. Dok-Ing Description and Major Businesses
Table 114. Dok-Ing Unmanned Ground Vehicles (UGV) Production (K Units), Revenue (US$ Million), Price (USD/Unit) and Gross Margin (2015-2020)
Table 115. Dok-Ing Product
Table 116. Dok-Ing Recent Development
Table 117. Oshkosh Corporation Information
Table 118. Oshkosh Description and Major Businesses
Table 119. Oshkosh Unmanned Ground Vehicles (UGV) Production (K Units), Revenue (US$ Million), Price (USD/Unit) and Gross Margin (2015-2020)
Table 120. Oshkosh Product
Table 121. Oshkosh Recent Development
Table 122. Aselsan Corporation Information
Table 123. Aselsan Description and Major Businesses
Table 124. Aselsan Unmanned Ground Vehicles (UGV) Sales (K Units), Revenue (US$ Million), Price (USD/Unit) and Gross Margin (2015-2020)
Table 125. Aselsan Product
Table 126. Aselsan Recent Development
Table 127. RE2 Corporation Information
Table 128. RE2 Description and Major Businesses
Table 129. RE2 Unmanned Ground Vehicles (UGV) Sales (K Units), Revenue (US$ Million), Price (USD/Unit) and Gross Margin (2015-2020)
Table 130. RE2 Product
Table 131. RE2 Recent Development
Table 132. Horiba Mira Corporation Information
Table 133. Horiba Mira Description and Major Businesses
Table 134. Horiba Mira Unmanned Ground Vehicles (UGV) Sales (K Units), Revenue (US$ Million), Price (USD/Unit) and Gross Margin (2015-2020)
Table 135. Horiba Mira Product
Table 136. Horiba Mira Recent Development
Table 137. Autonomous Solutions Corporation Information
Table 138. Autonomous Solutions Description and Major Businesses
Table 139. Autonomous Solutions Unmanned Ground Vehicles (UGV) Sales (K Units), Revenue (US$ Million), Price (USD/Unit) and Gross Margin (2015-2020)
Table 140. Autonomous Solutions Product
Table 141. Autonomous Solutions Recent Development
Table 142. Global Unmanned Ground Vehicles (UGV) Sales Forecast by Regions (2021-2026) (K Units)
Table 143. Global Unmanned Ground Vehicles (UGV) Sales Market Share Forecast by Regions (2021-2026)
Table 144. Global Unmanned Ground Vehicles (UGV) Revenue Forecast by Regions (2021-2026) (US$ Million)
Table 145. Global Unmanned Ground Vehicles (UGV) Revenue Market Share Forecast by Regions (2021-2026)
Table 146. North America: Unmanned Ground Vehicles (UGV) Sales Forecast by Country (2021-2026) (K Units)
Table 147. North America: Unmanned Ground Vehicles (UGV) Revenue Forecast by Country (2021-2026) (US$ Million)
Table 148. Europe: Unmanned Ground Vehicles (UGV) Sales Forecast by Country (2021-2026) (K Units)
Table 149. Europe: Unmanned Ground Vehicles (UGV) Revenue Forecast by Country (2021-2026) (US$ Million)
Table 150. Asia Pacific: Unmanned Ground Vehicles (UGV) Sales Forecast by Region (2021-2026) (K Units)
Table 151. Asia Pacific: Unmanned Ground Vehicles (UGV) Revenue Forecast by Region (2021-2026) (US$ Million)
Table 152. Latin America: Unmanned Ground Vehicles (UGV) Sales Forecast by Country (2021-2026) (K Units)
Table 153. Latin America: Unmanned Ground Vehicles (UGV) Revenue Forecast by Country (2021-2026) (US$ Million)
Table 154. Middle East and Africa: Unmanned Ground Vehicles (UGV) Sales Forecast by Country (2021-2026) (K Units)
Table 155. Middle East and Africa: Unmanned Ground Vehicles (UGV) Revenue Forecast by Country (2021-2026) (US$ Million)
Table 156. Key Opportunities and Drivers: Impact Analysis (2021-2026)
Table 157. Key Challenges
Table 158. Market Risks
Table 159. Main Points Interviewed from Key Unmanned Ground Vehicles (UGV) Players
Table 160. Unmanned Ground Vehicles (UGV) Customers List
Table 161. Unmanned Ground Vehicles (UGV) Distributors List
Table 162. Research Programs/Design for This Report
Table 163. Key Data Information from Secondary Sources
Table 164. Key Data Information from Primary Sources
List of Figures
Figure 1. Unmanned Ground Vehicles (UGV) Product Picture
Figure 2. Global Unmanned Ground Vehicles (UGV) Sales Market Share by Type in 2020 & 2026
Figure 3. Sensors Product Picture
Figure 4. Radar Product Picture
Figure 5. Lasers Product Picture
Figure 6. Camera Product Picture
Figure 7. Articulated ARM & GPS Product Picture
Figure 8. Global Unmanned Ground Vehicles (UGV) Sales Market Share by Application in 2020 & 2026
Figure 9. Agriculture
Figure 10. Chemical
Figure 11. Oil & Gas
Figure 12. Defense
Figure 13. Unmanned Ground Vehicles (UGV) Report Years Considered
Figure 14. Global Unmanned Ground Vehicles (UGV) Market Size 2015-2026 (US$ Million)
Figure 15. Global Unmanned Ground Vehicles (UGV) Sales 2015-2026 (K Units)
Figure 16. Global Unmanned Ground Vehicles (UGV) Market Size Market Share by Region: 2020 Versus 2026
Figure 17. Global Unmanned Ground Vehicles (UGV) Sales Market Share by Region (2015-2020)
Figure 18. Global Unmanned Ground Vehicles (UGV) Sales Market Share by Region in 2019
Figure 19. Global Unmanned Ground Vehicles (UGV) Revenue Market Share by Region (2015-2020)
Figure 20. Global Unmanned Ground Vehicles (UGV) Revenue Market Share by Region in 2019
Figure 21. Global Unmanned Ground Vehicles (UGV) Sales Share by Manufacturer in 2019
Figure 22. The Top 10 and 5 Players Market Share by Unmanned Ground Vehicles (UGV) Revenue in 2019
Figure 23. Unmanned Ground Vehicles (UGV) Market Share by Company Type (Tier 1, Tier 2 and Tier 3): 2015 VS 2019
Figure 24. Global Unmanned Ground Vehicles (UGV) Sales Market Share by Type (2015-2020)
Figure 25. Global Unmanned Ground Vehicles (UGV) Sales Market Share by Type in 2019
Figure 26. Global Unmanned Ground Vehicles (UGV) Revenue Market Share by Type (2015-2020)
Figure 27. Global Unmanned Ground Vehicles (UGV) Revenue Market Share by Type in 2019
Figure 28. Global Unmanned Ground Vehicles (UGV) Market Share by Price Range (2015-2020)
Figure 29. Global Unmanned Ground Vehicles (UGV) Sales Market Share by Application (2015-2020)
Figure 30. Global Unmanned Ground Vehicles (UGV) Sales Market Share by Application in 2019
Figure 31. Global Unmanned Ground Vehicles (UGV) Revenue Market Share by Application (2015-2020)
Figure 32. Global Unmanned Ground Vehicles (UGV) Revenue Market Share by Application in 2019
Figure 33. North America Unmanned Ground Vehicles (UGV) Sales Growth Rate 2015-2020 (K Units)
Figure 34. North America Unmanned Ground Vehicles (UGV) Revenue Growth Rate 2015-2020 (US$ Million)
Figure 35. North America Unmanned Ground Vehicles (UGV) Sales Market Share by Country in 2019
Figure 36. North America Unmanned Ground Vehicles (UGV) Revenue Market Share by Country in 2019
Figure 37. U.S. Unmanned Ground Vehicles (UGV) Sales Growth Rate (2015-2020) (K Units)
Figure 38. U.S. Unmanned Ground Vehicles (UGV) Revenue Growth Rate (2015-2020) (US$ Million)
Figure 39. Canada Unmanned Ground Vehicles (UGV) Sales Growth Rate (2015-2020) (K Units)
Figure 40. Canada Unmanned Ground Vehicles (UGV) Revenue Growth Rate (2015-2020) (US$ Million)
Figure 41. North America Unmanned Ground Vehicles (UGV) Market Share by Type in 2019
Figure 42. North America Unmanned Ground Vehicles (UGV) Market Share by Application in 2019
Figure 43. Europe Unmanned Ground Vehicles (UGV) Sales Growth Rate 2015-2020 (K Units)
Figure 44. Europe Unmanned Ground Vehicles (UGV) Revenue Growth Rate 2015-2020 (US$ Million)
Figure 45. Europe Unmanned Ground Vehicles (UGV) Sales Market Share by Country in 2019
Figure 46. Europe Unmanned Ground Vehicles (UGV) Revenue Market Share by Country in 2019
Figure 47. Germany Unmanned Ground Vehicles (UGV) Sales Growth Rate (2015-2020) (K Units)
Figure 48. Germany Unmanned Ground Vehicles (UGV) Revenue Growth Rate (2015-2020) (US$ Million)
Figure 49. France Unmanned Ground Vehicles (UGV) Sales Growth Rate (2015-2020) (K Units)
Figure 50. France Unmanned Ground Vehicles (UGV) Revenue Growth Rate (2015-2020) (US$ Million)
Figure 51. U.K. Unmanned Ground Vehicles (UGV) Sales Growth Rate (2015-2020) (K Units)
Figure 52. U.K. Unmanned Ground Vehicles (UGV) Revenue Growth Rate (2015-2020) (US$ Million)
Figure 53. Italy Unmanned Ground Vehicles (UGV) Sales Growth Rate (2015-2020) (K Units)
Figure 54. Italy Unmanned Ground Vehicles (UGV) Revenue Growth Rate (2015-2020) (US$ Million)
Figure 55. Russia Unmanned Ground Vehicles (UGV) Sales Growth Rate (2015-2020) (K Units)
Figure 56. Russia Unmanned Ground Vehicles (UGV) Revenue Growth Rate (2015-2020) (US$ Million)
Figure 57. Europe Unmanned Ground Vehicles (UGV) Market Share by Type in 2019
Figure 58. Europe Unmanned Ground Vehicles (UGV) Market Share by Application in 2019
Figure 59. Asia Pacific Unmanned Ground Vehicles (UGV) Sales Growth Rate 2015-2020 (K Units)
Figure 60. Asia Pacific Unmanned Ground Vehicles (UGV) Revenue Growth Rate 2015-2020 (US$ Million)
Figure 61. Asia Pacific Unmanned Ground Vehicles (UGV) Sales Market Share by Region in 2019
Figure 62. Asia Pacific Unmanned Ground Vehicles (UGV) Revenue Market Share by Region in 2019
Figure 63. China Unmanned Ground Vehicles (UGV) Sales Growth Rate (2015-2020) (K Units)
Figure 64. China Unmanned Ground Vehicles (UGV) Revenue Growth Rate (2015-2020) (US$ Million)
Figure 65. Japan Unmanned Ground Vehicles (UGV) Sales Growth Rate (2015-2020) (K Units)
Figure 66. Japan Unmanned Ground Vehicles (UGV) Revenue Growth Rate (2015-2020) (US$ Million)
Figure 67. South Korea Unmanned Ground Vehicles (UGV) Sales Growth Rate (2015-2020) (K Units)
Figure 68. South Korea Unmanned Ground Vehicles (UGV) Revenue Growth Rate (2015-2020) (US$ Million)
Figure 69. India Unmanned Ground Vehicles (UGV) Sales Growth Rate (2015-2020) (K Units)
Figure 70. India Unmanned Ground Vehicles (UGV) Revenue Growth Rate (2015-2020) (US$ Million)
Figure 71. Australia Unmanned Ground Vehicles (UGV) Sales Growth Rate (2015-2020) (K Units)
Figure 72. Australia Unmanned Ground Vehicles (UGV) Revenue Growth Rate (2015-2020) (US$ Million)
Figure 73. Taiwan Unmanned Ground Vehicles (UGV) Sales Growth Rate (2015-2020) (K Units)
Figure 74. Taiwan Unmanned Ground Vehicles (UGV) Revenue Growth Rate (2015-2020) (US$ Million)
Figure 75. Indonesia Unmanned Ground Vehicles (UGV) Sales Growth Rate (2015-2020) (K Units)
Figure 76. Indonesia Unmanned Ground Vehicles (UGV) Revenue Growth Rate (2015-2020) (US$ Million)
Figure 77. Thailand Unmanned Ground Vehicles (UGV) Sales Growth Rate (2015-2020) (K Units)
Figure 78. Thailand Unmanned Ground Vehicles (UGV) Revenue Growth Rate (2015-2020) (US$ Million)
Figure 79. Malaysia Unmanned Ground Vehicles (UGV) Sales Growth Rate (2015-2020) (K Units)
Figure 80. Malaysia Unmanned Ground Vehicles (UGV) Revenue Growth Rate (2015-2020) (US$ Million)
Figure 81. Philippines Unmanned Ground Vehicles (UGV) Sales Growth Rate (2015-2020) (K Units)
Figure 82. Philippines Unmanned Ground Vehicles (UGV) Revenue Growth Rate (2015-2020) (US$ Million)
Figure 83. Vietnam Unmanned Ground Vehicles (UGV) Sales Growth Rate (2015-2020) (K Units)
Figure 84. Vietnam Unmanned Ground Vehicles (UGV) Revenue Growth Rate (2015-2020) (US$ Million)
Figure 85. Asia Pacific Unmanned Ground Vehicles (UGV) Market Share by Type in 2019
Figure 86. Asia Pacific Unmanned Ground Vehicles (UGV) Market Share by Application in 2019
Figure 87. Latin America Unmanned Ground Vehicles (UGV) Sales Growth Rate 2015-2020 (K Units)
Figure 88. Latin America Unmanned Ground Vehicles (UGV) Revenue Growth Rate 2015-2020 (US$ Million)
Figure 89. Latin America Unmanned Ground Vehicles (UGV) Sales Market Share by Country in 2019
Figure 90. Latin America Unmanned Ground Vehicles (UGV) Revenue Market Share by Country in 2019
Figure 91. Mexico Unmanned Ground Vehicles (UGV) Sales Growth Rate (2015-2020) (K Units)
Figure 92. Mexico Unmanned Ground Vehicles (UGV) Revenue Growth Rate (2015-2020) (US$ Million)
Figure 93. Brazil Unmanned Ground Vehicles (UGV) Sales Growth Rate (2015-2020) (K Units)
Figure 94. Brazil Unmanned Ground Vehicles (UGV) Revenue Growth Rate (2015-2020) (US$ Million)
Figure 95. Argentina Unmanned Ground Vehicles (UGV) Sales Growth Rate (2015-2020) (K Units)
Figure 96. Argentina Unmanned Ground Vehicles (UGV) Revenue Growth Rate (2015-2020) (US$ Million)
Figure 97. Latin America Unmanned Ground Vehicles (UGV) Market Share by Type in 2019
Figure 98. Latin America Unmanned Ground Vehicles (UGV) Market Share by Application in 2019
Figure 99. Middle East and Africa Unmanned Ground Vehicles (UGV) Sales Growth Rate 2015-2020 (K Units)
Figure 100. Middle East and Africa Unmanned Ground Vehicles (UGV) Revenue Growth Rate 2015-2020 (US$ Million)
Figure 101. Middle East and Africa Unmanned Ground Vehicles (UGV) Sales Market Share by Country in 2019
Figure 102. Middle East and Africa Unmanned Ground Vehicles (UGV) Revenue Market Share by Country in 2019
Figure 103. Turkey Unmanned Ground Vehicles (UGV) Sales Growth Rate (2015-2020) (K Units)
Figure 104. Turkey Unmanned Ground Vehicles (UGV) Revenue Growth Rate (2015-2020) (US$ Million)
Figure 105. Saudi Arabia Unmanned Ground Vehicles (UGV) Sales Growth Rate (2015-2020) (K Units)
Figure 106. Saudi Arabia Unmanned Ground Vehicles (UGV) Revenue Growth Rate (2015-2020) (US$ Million)
Figure 107. U.A.E Unmanned Ground Vehicles (UGV) Sales Growth Rate (2015-2020) (K Units)
Figure 108. U.A.E Unmanned Ground Vehicles (UGV) Revenue Growth Rate (2015-2020) (US$ Million)
Figure 109. Middle East and Africa Unmanned Ground Vehicles (UGV) Market Share by Type in 2019
Figure 110. Middle East and Africa Unmanned Ground Vehicles (UGV) Market Share by Application in 2019
Figure 111. North America Unmanned Ground Vehicles (UGV) Sales Growth Rate Forecast (2021-2026) (K Units)
Figure 112. North America Unmanned Ground Vehicles (UGV) Revenue Growth Rate Forecast (2021-2026) (US$ Million)
Figure 113. Europe Unmanned Ground Vehicles (UGV) Sales Growth Rate Forecast (2021-2026) (K Units)
Figure 114. Europe Unmanned Ground Vehicles (UGV) Revenue Growth Rate Forecast (2021-2026) (US$ Million)
Figure 115. Asia Pacific Unmanned Ground Vehicles (UGV) Sales Growth Rate Forecast (2021-2026) (K Units)
Figure 116. Asia Pacific Unmanned Ground Vehicles (UGV) Revenue Growth Rate Forecast (2021-2026) (US$ Million)
Figure 117. Latin America Unmanned Ground Vehicles (UGV) Sales Growth Rate Forecast (2021-2026) (K Units)
Figure 118. Latin America Unmanned Ground Vehicles (UGV) Revenue Growth Rate Forecast (2021-2026) (US$ Million)
Figure 119. Middle East and Africa Unmanned Ground Vehicles (UGV) Sales Growth Rate Forecast (2021-2026) (K Units)
Figure 120. Middle East and Africa Unmanned Ground Vehicles (UGV) Revenue Growth Rate Forecast (2021-2026) (US$ Million)
Figure 121. Porter's Five Forces Analysis
Figure 122. Channels of Distribution
Figure 123. Distributors Profiles
Figure 124. Bottom-up and Top-down Approaches for This Report
Figure 125. Data Triangulation
Figure 126. Key Executives Interviewed
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