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鉱業用ドローンのグローバル市場インサイト・予測(~2028年)

• 英文タイトル:Global Mining Drones Market Insights, Forecast to 2028

QYResearchが調査・発行した産業分析レポートです。鉱業用ドローンのグローバル市場インサイト・予測(~2028年) / Global Mining Drones Market Insights, Forecast to 2028 / QY2207E07243資料のイメージです。• レポートコード:QY2207E07243
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レポート概要
新型コロナウイルス感染症のパンデミックにより、世界の鉱業用ドローンの市場規模は2022年にUS$xxxと推定され、調査期間中のCAGRはxxx%で、2028年までに再調整された規模はUS$xxxになると予測されています。この医療危機による経済変化を十分に考慮すると、2021年に鉱業用ドローンの世界市場のxxx%を占める「自動ドローン」タイプは、2028年までにUS$xxxの規模になり、パンデミック後の修正xxx%CAGRで成長すると予測されています。一方、「検査&監視」セグメントは、この予測期間を通じてxxx%のCAGRに変更されます。
中国の鉱業用ドローンの市場規模は2021年にUS$xxxと分析されており、米国とヨーロッパの鉱業用ドローン市場規模はそれぞれUS$xxxとUS$xxxです。米国の割合は2021年にxxx%であり、中国とヨーロッパはそれぞれxxx%とxxx%です。中国の割合は2028年にxxx%に達し、対象期間を通じてxxx%のCAGRを記録すると予測されています。日本、韓国、東南アジアはアジアで注目市場であり、今後6年間のCAGRはそれぞれxxx%、xxx%、xxx%になる見通しです。ヨーロッパの鉱業用ドローン市場については、ドイツは2028年までにUS$xxxに達すると予測されており、予測期間中のCAGRはxxx%になる見通しです。

鉱業用ドローンのグローバル主要メーカーには、Airobotics、Delair、Propeller Aerobotics、MICRODRONES、Kespry、Autel Robotics、Skydio、Insitu、EHANG、SenseFly、DJI、Parrot Drone SAS、Yuneec Holding、Freefly Systems、AZUR DRONES、Draganfly Innovations、Survey Copterなどがあります。2021年、世界のトップ5プレイヤーは売上ベースで約xxx%の市場シェアを占めています。

鉱業用ドローン市場は、種類と用途によって区分されます。世界の鉱業用ドローン市場のプレーヤー、利害関係者、およびその他の参加者は、当レポートを有益なリソースとして使用することで優位に立つことができます。セグメント分析は、2017年~2028年期間のタイプ別および用途別の販売量、売上、予測に焦点を当てています。

【種類別セグメント】
自動ドローン、手動リモートコントロールドローン

【用途別セグメント】
検査&監視、掘削&発破、運搬最適化、一般プロジェクト監視、その他

【掲載地域】
北米:アメリカ、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
アジア太平洋:日本、中国、韓国、インド、オーストラリア、台湾、インドネシア、タイ、マレーシア
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

【目次(一部)】

・調査の範囲
- 鉱業用ドローン製品概要
- 種類別市場(自動ドローン、手動リモートコントロールドローン)
- 用途別市場(検査&監視、掘削&発破、運搬最適化、一般プロジェクト監視、その他)
- 調査の目的
・エグゼクティブサマリー
- 世界の鉱業用ドローン販売量予測2017-2028
- 世界の鉱業用ドローン売上予測2017-2028
- 鉱業用ドローンの地域別販売量
- 鉱業用ドローンの地域別売上
- 北米市場
- ヨーロッパ市場
- アジア太平洋市場
- 中南米市場
- 中東・アフリカ市場
・メーカーの競争状況
- 主要メーカー別鉱業用ドローン販売量
- 主要メーカー別鉱業用ドローン売上
- 主要メーカー別鉱業用ドローン価格
- 競争状況の分析
- 企業M&A動向
・種類別市場規模(自動ドローン、手動リモートコントロールドローン)
- 鉱業用ドローンの種類別販売量
- 鉱業用ドローンの種類別売上
- 鉱業用ドローンの種類別価格
・用途別市場規模(検査&監視、掘削&発破、運搬最適化、一般プロジェクト監視、その他)
- 鉱業用ドローンの用途別販売量
- 鉱業用ドローンの用途別売上
- 鉱業用ドローンの用途別価格
・北米市場
- 北米の鉱業用ドローン市場規模(種類別、用途別)
- 主要国別の鉱業用ドローン市場規模(アメリカ、カナダ)
・ヨーロッパ市場
- ヨーロッパの鉱業用ドローン市場規模(種類別、用途別)
- 主要国別の鉱業用ドローン市場規模(ドイツ、フランス、イギリス、イタリア、ロシア)
・アジア太平洋市場
- アジア太平洋の鉱業用ドローン市場規模(種類別、用途別)
- 主要国別の鉱業用ドローン市場規模(日本、中国、韓国、インド、オーストラリア、台湾、インドネシア、タイ、マレーシア)
・中南米市場
- 中南米の鉱業用ドローン市場規模(種類別、用途別)
- 主要国別の鉱業用ドローン市場規模(メキシコ、ブラジル、アルゼンチン)
・中東・アフリカ市場
- 中東・アフリカの鉱業用ドローン市場規模(種類別、用途別)
- 主要国別の鉱業用ドローン市場規模(トルコ、サウジアラビア)
・企業情報
Airobotics、Delair、Propeller Aerobotics、MICRODRONES、Kespry、Autel Robotics、Skydio、Insitu、EHANG、SenseFly、DJI、Parrot Drone SAS、Yuneec Holding、Freefly Systems、AZUR DRONES、Draganfly Innovations、Survey Copter
・産業チェーン及び販売チャネル分析
- 鉱業用ドローンの産業チェーン分析
- 鉱業用ドローンの原材料
- 鉱業用ドローンの生産プロセス
- 鉱業用ドローンの販売及びマーケティング
- 鉱業用ドローンの主要顧客
・マーケットドライバー、機会、課題、リスク要因分析
- 鉱業用ドローンの産業動向
- 鉱業用ドローンのマーケットドライバー
- 鉱業用ドローンの課題
- 鉱業用ドローンの阻害要因
・主な調査結果

As mining industry is considered among the most hazardous sites for workers, especially those working deep underground subjected to various hazards such as rock fall, humid conditions, gas leak, floods and dust explosions which has shaped the need of using mining drones for monitoring and inspection application.In mining sector, the demand for collecting critical information, while drastically reducing the time and manpower is the primary driving force which is increasing the demand of mining drone in recent years.
Market Analysis and Insights: Global Mining Drones Market
Due to the COVID-19 pandemic, the global Mining Drones market size is estimated to be worth US$ million in 2022 and is forecast to a readjusted size of US$ million by 2028 with a CAGR of % during the forecast period 2022-2028. Fully considering the economic change by this health crisis, Automated Drones accounting for % of the Mining Drones global market in 2021, is projected to value US$ million by 2028, growing at a revised % CAGR from 2022 to 2028. While Inspection & Monitoring segment is altered to an % CAGR throughout this forecast period.
China Mining Drones market size is valued at US$ million in 2021, while the US and Europe Mining Drones are US$ million and US$ million, severally. The proportion of the US is % in 2021, while China and Europe are % and % respectively, and it is predicted that China proportion will reach % in 2028, trailing a CAGR of % through the analysis period 2022-2028. Japan, South Korea, and Southeast Asia are noteworthy markets in Asia, with CAGR %, %, and % respectively for the next 6-year period. As for the Europe Mining Drones landscape, Germany is projected to reach US$ million by 2028 trailing a CAGR of % over the forecast period 2022-2028.
The global key manufacturers of Mining Drones include Airobotics, Delair, Propeller Aerobotics, MICRODRONES, Kespry, Autel Robotics, Skydio, Insitu and EHANG, etc. In 2021, the global top five players have a share approximately % in terms of revenue.
In terms of production side, this report researches the Mining Drones capacity, production, growth rate, market share by manufacturers and by region (region level and country level), from 2017 to 2022, and forecast to 2028.
In terms of sales side, this report focuses on the sales of Mining Drones by region (region level and country level), by company, by Type and by Application. from 2017 to 2022 and forecast to 2028.
Global Mining Drones Scope and Segment
Mining Drones market is segmented by Type and by Application. Players, stakeholders, and other participants in the global Mining Drones market will be able to gain the upper hand as they use the report as a powerful resource. The segmental analysis focuses on production capacity, revenue and forecast by Type and by Application for the period 2017-2028.
Segment by Type
Automated Drones
Manual Remote Control Drones
Segment by Application
Inspection & Monitoring
Drilling & Blasting
Hauling Optimization
General Project Oversight
Others
By Company
Airobotics
Delair
Propeller Aerobotics
MICRODRONES
Kespry
Autel Robotics
Skydio
Insitu
EHANG
SenseFly
DJI
Parrot Drone SAS
Yuneec Holding
Freefly Systems
AZUR DRONES
Draganfly Innovations
Survey Copter
Production by Region
North America
Europe
China
Japan
Consumption by Region
North America
United States
Canada
Europe
Germany
France
U.K.
Italy
Russia
Asia-Pacific
China
Japan
South Korea
India
Australia
China Taiwan
Indonesia
Thailand
Malaysia
Latin America
Mexico
Brazil
Argentina
Middle East & Africa
Turkey
Saudi Arabia
UAE

レポート目次

1 Study Coverage
1.1 Mining Drones Product Introduction
1.2 Market by Type
1.2.1 Global Mining Drones Market Size by Type, 2017 VS 2021 VS 2028
1.2.2 Automated Drones
1.2.3 Manual Remote Control Drones
1.3 Market by Application
1.3.1 Global Mining Drones Market Size by Application, 2017 VS 2021 VS 2028
1.3.2 Inspection & Monitoring
1.3.3 Drilling & Blasting
1.3.4 Hauling Optimization
1.3.5 General Project Oversight
1.3.6 Others
1.4 Study Objectives
1.5 Years Considered
2 Global Mining Drones Production
2.1 Global Mining Drones Production Capacity (2017-2028)
2.2 Global Mining Drones Production by Region: 2017 VS 2021 VS 2028
2.3 Global Mining Drones Production by Region
2.3.1 Global Mining Drones Historic Production by Region (2017-2022)
2.3.2 Global Mining Drones Forecasted Production by Region (2023-2028)
2.4 North America
2.5 Europe
2.6 China
2.7 Japan
3 Global Mining Drones Sales in Volume & Value Estimates and Forecasts
3.1 Global Mining Drones Sales Estimates and Forecasts 2017-2028
3.2 Global Mining Drones Revenue Estimates and Forecasts 2017-2028
3.3 Global Mining Drones Revenue by Region: 2017 VS 2021 VS 2028
3.4 Global Mining Drones Sales by Region
3.4.1 Global Mining Drones Sales by Region (2017-2022)
3.4.2 Global Sales Mining Drones by Region (2023-2028)
3.5 Global Mining Drones Revenue by Region
3.5.1 Global Mining Drones Revenue by Region (2017-2022)
3.5.2 Global Mining Drones Revenue by Region (2023-2028)
3.6 North America
3.7 Europe
3.8 Asia-Pacific
3.9 Latin America
3.10 Middle East & Africa
4 Competition by Manufactures
4.1 Global Mining Drones Production Capacity by Manufacturers
4.2 Global Mining Drones Sales by Manufacturers
4.2.1 Global Mining Drones Sales by Manufacturers (2017-2022)
4.2.2 Global Mining Drones Sales Market Share by Manufacturers (2017-2022)
4.2.3 Global Top 10 and Top 5 Largest Manufacturers of Mining Drones in 2021
4.3 Global Mining Drones Revenue by Manufacturers
4.3.1 Global Mining Drones Revenue by Manufacturers (2017-2022)
4.3.2 Global Mining Drones Revenue Market Share by Manufacturers (2017-2022)
4.3.3 Global Top 10 and Top 5 Companies by Mining Drones Revenue in 2021
4.4 Global Mining Drones Sales Price by Manufacturers
4.5 Analysis of Competitive Landscape
4.5.1 Manufacturers Market Concentration Ratio (CR5 and HHI)
4.5.2 Global Mining Drones Market Share by Company Type (Tier 1, Tier 2, and Tier 3)
4.5.3 Global Mining Drones Manufacturers Geographical Distribution
4.6 Mergers & Acquisitions, Expansion Plans
5 Market Size by Type
5.1 Global Mining Drones Sales by Type
5.1.1 Global Mining Drones Historical Sales by Type (2017-2022)
5.1.2 Global Mining Drones Forecasted Sales by Type (2023-2028)
5.1.3 Global Mining Drones Sales Market Share by Type (2017-2028)
5.2 Global Mining Drones Revenue by Type
5.2.1 Global Mining Drones Historical Revenue by Type (2017-2022)
5.2.2 Global Mining Drones Forecasted Revenue by Type (2023-2028)
5.2.3 Global Mining Drones Revenue Market Share by Type (2017-2028)
5.3 Global Mining Drones Price by Type
5.3.1 Global Mining Drones Price by Type (2017-2022)
5.3.2 Global Mining Drones Price Forecast by Type (2023-2028)
6 Market Size by Application
6.1 Global Mining Drones Sales by Application
6.1.1 Global Mining Drones Historical Sales by Application (2017-2022)
6.1.2 Global Mining Drones Forecasted Sales by Application (2023-2028)
6.1.3 Global Mining Drones Sales Market Share by Application (2017-2028)
6.2 Global Mining Drones Revenue by Application
6.2.1 Global Mining Drones Historical Revenue by Application (2017-2022)
6.2.2 Global Mining Drones Forecasted Revenue by Application (2023-2028)
6.2.3 Global Mining Drones Revenue Market Share by Application (2017-2028)
6.3 Global Mining Drones Price by Application
6.3.1 Global Mining Drones Price by Application (2017-2022)
6.3.2 Global Mining Drones Price Forecast by Application (2023-2028)
7 North America
7.1 North America Mining Drones Market Size by Type
7.1.1 North America Mining Drones Sales by Type (2017-2028)
7.1.2 North America Mining Drones Revenue by Type (2017-2028)
7.2 North America Mining Drones Market Size by Application
7.2.1 North America Mining Drones Sales by Application (2017-2028)
7.2.2 North America Mining Drones Revenue by Application (2017-2028)
7.3 North America Mining Drones Sales by Country
7.3.1 North America Mining Drones Sales by Country (2017-2028)
7.3.2 North America Mining Drones Revenue by Country (2017-2028)
7.3.3 United States
7.3.4 Canada
8 Europe
8.1 Europe Mining Drones Market Size by Type
8.1.1 Europe Mining Drones Sales by Type (2017-2028)
8.1.2 Europe Mining Drones Revenue by Type (2017-2028)
8.2 Europe Mining Drones Market Size by Application
8.2.1 Europe Mining Drones Sales by Application (2017-2028)
8.2.2 Europe Mining Drones Revenue by Application (2017-2028)
8.3 Europe Mining Drones Sales by Country
8.3.1 Europe Mining Drones Sales by Country (2017-2028)
8.3.2 Europe Mining Drones Revenue by Country (2017-2028)
8.3.3 Germany
8.3.4 France
8.3.5 U.K.
8.3.6 Italy
8.3.7 Russia
9 Asia Pacific
9.1 Asia Pacific Mining Drones Market Size by Type
9.1.1 Asia Pacific Mining Drones Sales by Type (2017-2028)
9.1.2 Asia Pacific Mining Drones Revenue by Type (2017-2028)
9.2 Asia Pacific Mining Drones Market Size by Application
9.2.1 Asia Pacific Mining Drones Sales by Application (2017-2028)
9.2.2 Asia Pacific Mining Drones Revenue by Application (2017-2028)
9.3 Asia Pacific Mining Drones Sales by Region
9.3.1 Asia Pacific Mining Drones Sales by Region (2017-2028)
9.3.2 Asia Pacific Mining Drones Revenue by Region (2017-2028)
9.3.3 China
9.3.4 Japan
9.3.5 South Korea
9.3.6 India
9.3.7 Australia
9.3.8 China Taiwan
9.3.9 Indonesia
9.3.10 Thailand
9.3.11 Malaysia
10 Latin America
10.1 Latin America Mining Drones Market Size by Type
10.1.1 Latin America Mining Drones Sales by Type (2017-2028)
10.1.2 Latin America Mining Drones Revenue by Type (2017-2028)
10.2 Latin America Mining Drones Market Size by Application
10.2.1 Latin America Mining Drones Sales by Application (2017-2028)
10.2.2 Latin America Mining Drones Revenue by Application (2017-2028)
10.3 Latin America Mining Drones Sales by Country
10.3.1 Latin America Mining Drones Sales by Country (2017-2028)
10.3.2 Latin America Mining Drones Revenue by Country (2017-2028)
10.3.3 Mexico
10.3.4 Brazil
10.3.5 Argentina
11 Middle East and Africa
11.1 Middle East and Africa Mining Drones Market Size by Type
11.1.1 Middle East and Africa Mining Drones Sales by Type (2017-2028)
11.1.2 Middle East and Africa Mining Drones Revenue by Type (2017-2028)
11.2 Middle East and Africa Mining Drones Market Size by Application
11.2.1 Middle East and Africa Mining Drones Sales by Application (2017-2028)
11.2.2 Middle East and Africa Mining Drones Revenue by Application (2017-2028)
11.3 Middle East and Africa Mining Drones Sales by Country
11.3.1 Middle East and Africa Mining Drones Sales by Country (2017-2028)
11.3.2 Middle East and Africa Mining Drones Revenue by Country (2017-2028)
11.3.3 Turkey
11.3.4 Saudi Arabia
11.3.5 UAE
12 Corporate Profiles
12.1 Airobotics
12.1.1 Airobotics Corporation Information
12.1.2 Airobotics Overview
12.1.3 Airobotics Mining Drones Sales, Price, Revenue and Gross Margin (2017-2022)
12.1.4 Airobotics Mining Drones Product Model Numbers, Pictures, Descriptions and Specifications
12.1.5 Airobotics Recent Developments
12.2 Delair
12.2.1 Delair Corporation Information
12.2.2 Delair Overview
12.2.3 Delair Mining Drones Sales, Price, Revenue and Gross Margin (2017-2022)
12.2.4 Delair Mining Drones Product Model Numbers, Pictures, Descriptions and Specifications
12.2.5 Delair Recent Developments
12.3 Propeller Aerobotics
12.3.1 Propeller Aerobotics Corporation Information
12.3.2 Propeller Aerobotics Overview
12.3.3 Propeller Aerobotics Mining Drones Sales, Price, Revenue and Gross Margin (2017-2022)
12.3.4 Propeller Aerobotics Mining Drones Product Model Numbers, Pictures, Descriptions and Specifications
12.3.5 Propeller Aerobotics Recent Developments
12.4 MICRODRONES
12.4.1 MICRODRONES Corporation Information
12.4.2 MICRODRONES Overview
12.4.3 MICRODRONES Mining Drones Sales, Price, Revenue and Gross Margin (2017-2022)
12.4.4 MICRODRONES Mining Drones Product Model Numbers, Pictures, Descriptions and Specifications
12.4.5 MICRODRONES Recent Developments
12.5 Kespry
12.5.1 Kespry Corporation Information
12.5.2 Kespry Overview
12.5.3 Kespry Mining Drones Sales, Price, Revenue and Gross Margin (2017-2022)
12.5.4 Kespry Mining Drones Product Model Numbers, Pictures, Descriptions and Specifications
12.5.5 Kespry Recent Developments
12.6 Autel Robotics
12.6.1 Autel Robotics Corporation Information
12.6.2 Autel Robotics Overview
12.6.3 Autel Robotics Mining Drones Sales, Price, Revenue and Gross Margin (2017-2022)
12.6.4 Autel Robotics Mining Drones Product Model Numbers, Pictures, Descriptions and Specifications
12.6.5 Autel Robotics Recent Developments
12.7 Skydio
12.7.1 Skydio Corporation Information
12.7.2 Skydio Overview
12.7.3 Skydio Mining Drones Sales, Price, Revenue and Gross Margin (2017-2022)
12.7.4 Skydio Mining Drones Product Model Numbers, Pictures, Descriptions and Specifications
12.7.5 Skydio Recent Developments
12.8 Insitu
12.8.1 Insitu Corporation Information
12.8.2 Insitu Overview
12.8.3 Insitu Mining Drones Sales, Price, Revenue and Gross Margin (2017-2022)
12.8.4 Insitu Mining Drones Product Model Numbers, Pictures, Descriptions and Specifications
12.8.5 Insitu Recent Developments
12.9 EHANG
12.9.1 EHANG Corporation Information
12.9.2 EHANG Overview
12.9.3 EHANG Mining Drones Sales, Price, Revenue and Gross Margin (2017-2022)
12.9.4 EHANG Mining Drones Product Model Numbers, Pictures, Descriptions and Specifications
12.9.5 EHANG Recent Developments
12.10 SenseFly
12.10.1 SenseFly Corporation Information
12.10.2 SenseFly Overview
12.10.3 SenseFly Mining Drones Sales, Price, Revenue and Gross Margin (2017-2022)
12.10.4 SenseFly Mining Drones Product Model Numbers, Pictures, Descriptions and Specifications
12.10.5 SenseFly Recent Developments
12.11 DJI
12.11.1 DJI Corporation Information
12.11.2 DJI Overview
12.11.3 DJI Mining Drones Sales, Price, Revenue and Gross Margin (2017-2022)
12.11.4 DJI Mining Drones Product Model Numbers, Pictures, Descriptions and Specifications
12.11.5 DJI Recent Developments
12.12 Parrot Drone SAS
12.12.1 Parrot Drone SAS Corporation Information
12.12.2 Parrot Drone SAS Overview
12.12.3 Parrot Drone SAS Mining Drones Sales, Price, Revenue and Gross Margin (2017-2022)
12.12.4 Parrot Drone SAS Mining Drones Product Model Numbers, Pictures, Descriptions and Specifications
12.12.5 Parrot Drone SAS Recent Developments
12.13 Yuneec Holding
12.13.1 Yuneec Holding Corporation Information
12.13.2 Yuneec Holding Overview
12.13.3 Yuneec Holding Mining Drones Sales, Price, Revenue and Gross Margin (2017-2022)
12.13.4 Yuneec Holding Mining Drones Product Model Numbers, Pictures, Descriptions and Specifications
12.13.5 Yuneec Holding Recent Developments
12.14 Freefly Systems
12.14.1 Freefly Systems Corporation Information
12.14.2 Freefly Systems Overview
12.14.3 Freefly Systems Mining Drones Sales, Price, Revenue and Gross Margin (2017-2022)
12.14.4 Freefly Systems Mining Drones Product Model Numbers, Pictures, Descriptions and Specifications
12.14.5 Freefly Systems Recent Developments
12.15 AZUR DRONES
12.15.1 AZUR DRONES Corporation Information
12.15.2 AZUR DRONES Overview
12.15.3 AZUR DRONES Mining Drones Sales, Price, Revenue and Gross Margin (2017-2022)
12.15.4 AZUR DRONES Mining Drones Product Model Numbers, Pictures, Descriptions and Specifications
12.15.5 AZUR DRONES Recent Developments
12.16 Draganfly Innovations
12.16.1 Draganfly Innovations Corporation Information
12.16.2 Draganfly Innovations Overview
12.16.3 Draganfly Innovations Mining Drones Sales, Price, Revenue and Gross Margin (2017-2022)
12.16.4 Draganfly Innovations Mining Drones Product Model Numbers, Pictures, Descriptions and Specifications
12.16.5 Draganfly Innovations Recent Developments
12.17 Survey Copter
12.17.1 Survey Copter Corporation Information
12.17.2 Survey Copter Overview
12.17.3 Survey Copter Mining Drones Sales, Price, Revenue and Gross Margin (2017-2022)
12.17.4 Survey Copter Mining Drones Product Model Numbers, Pictures, Descriptions and Specifications
12.17.5 Survey Copter Recent Developments
13 Industry Chain and Sales Channels Analysis
13.1 Mining Drones Industry Chain Analysis
13.2 Mining Drones Key Raw Materials
13.2.1 Key Raw Materials
13.2.2 Raw Materials Key Suppliers
13.3 Mining Drones Production Mode & Process
13.4 Mining Drones Sales and Marketing
13.4.1 Mining Drones Sales Channels
13.4.2 Mining Drones Distributors
13.5 Mining Drones Customers
14 Market Drivers, Opportunities, Challenges and Risks Factors Analysis
14.1 Mining Drones Industry Trends
14.2 Mining Drones Market Drivers
14.3 Mining Drones Market Challenges
14.4 Mining Drones Market Restraints
15 Key Finding in The Global Mining Drones Study
16 Appendix
16.1 Research Methodology
16.1.1 Methodology/Research Approach
16.1.2 Data Source
16.2 Author Details
16.3 Disclaimer

List of Tables
Table 1. Global Mining Drones Market Size Growth Rate by Type, 2017 VS 2021 VS 2028 (US$ Million)
Table 2. Major Manufacturers of Automated Drones
Table 3. Major Manufacturers of Manual Remote Control Drones
Table 4. Global Mining Drones Market Size Growth Rate by Application, 2017 VS 2021 2028 (US$ Million)
Table 5. Global Mining Drones Production by Region: 2017 VS 2021 VS 2028 (K Units)
Table 6. Global Mining Drones Production by Region (2017-2022) & (K Units)
Table 7. Global Mining Drones Production Market Share by Region (2017-2022)
Table 8. Global Mining Drones Production by Region (2023-2028) & (K Units)
Table 9. Global Mining Drones Production Market Share by Region (2023-2028)
Table 10. Global Mining Drones Revenue by Region: 2017 VS 2021 VS 2028 (US$ Million)
Table 11. Global Mining Drones Sales by Region (2017-2022) & (K Units)
Table 12. Global Mining Drones Sales Market Share by Region (2017-2022)
Table 13. Global Mining Drones Sales by Region (2023-2028) & (K Units)
Table 14. Global Mining Drones Sales Market Share by Region (2023-2028)
Table 15. Global Mining Drones Revenue by Region (2017-2022) & (US$ Million)
Table 16. Global Mining Drones Revenue Market Share by Region (2017-2022)
Table 17. Global Mining Drones Revenue by Region (2023-2028) & (US$ Million)
Table 18. Global Mining Drones Revenue Market Share by Region (2023-2028)
Table 19. Global Mining Drones Production Capacity by Manufacturers (2017-2022) & (K Units)
Table 20. Global Mining Drones Capacity Market Share by Manufacturers (2017-2022)
Table 21. Global Mining Drones Sales by Manufacturers (2017-2022) & (K Units)
Table 22. Global Mining Drones Sales Market Share by Manufacturers (2017-2022)
Table 23. Global Mining Drones Revenue by Manufacturers (2017-2022) & (US$ Million)
Table 24. Global Mining Drones Revenue Share by Manufacturers (2017-2022)
Table 25. Mining Drones Price by Manufacturers 2017-2022 (US$/Unit)
Table 26. Global Mining Drones Manufacturers Market Concentration Ratio (CR5 and HHI)
Table 27. Global Mining Drones by Company Type (Tier 1, Tier 2, and Tier 3) & (based on the Revenue in Mining Drones as of 2021)
Table 28. Mining Drones Manufacturing Base Distribution and Headquarters
Table 29. Manufacturers Mining Drones Product Offered
Table 30. Date of Manufacturers Enter into Mining Drones Market
Table 31. Mergers & Acquisitions, Expansion Plans
Table 32. Global Mining Drones Sales by Type (2017-2022) & (K Units)
Table 33. Global Mining Drones Sales by Type (2023-2028) & (K Units)
Table 34. Global Mining Drones Sales Share by Type (2017-2022)
Table 35. Global Mining Drones Sales Share by Type (2023-2028)
Table 36. Global Mining Drones Revenue by Type (2017-2022) & (US$ Million)
Table 37. Global Mining Drones Revenue by Type (2023-2028) & (US$ Million)
Table 38. Global Mining Drones Revenue Share by Type (2017-2022)
Table 39. Global Mining Drones Revenue Share by Type (2023-2028)
Table 40. Mining Drones Price by Type (2017-2022) & (US$/Unit)
Table 41. Global Mining Drones Price Forecast by Type (2023-2028) & (US$/Unit)
Table 42. Global Mining Drones Sales by Application (2017-2022) & (K Units)
Table 43. Global Mining Drones Sales by Application (2023-2028) & (K Units)
Table 44. Global Mining Drones Sales Share by Application (2017-2022)
Table 45. Global Mining Drones Sales Share by Application (2023-2028)
Table 46. Global Mining Drones Revenue by Application (2017-2022) & (US$ Million)
Table 47. Global Mining Drones Revenue by Application (2023-2028) & (US$ Million)
Table 48. Global Mining Drones Revenue Share by Application (2017-2022)
Table 49. Global Mining Drones Revenue Share by Application (2023-2028)
Table 50. Mining Drones Price by Application (2017-2022) & (US$/Unit)
Table 51. Global Mining Drones Price Forecast by Application (2023-2028) & (US$/Unit)
Table 52. North America Mining Drones Sales by Type (2017-2022) & (K Units)
Table 53. North America Mining Drones Sales by Type (2023-2028) & (K Units)
Table 54. North America Mining Drones Revenue by Type (2017-2022) & (US$ Million)
Table 55. North America Mining Drones Revenue by Type (2023-2028) & (US$ Million)
Table 56. North America Mining Drones Sales by Application (2017-2022) & (K Units)
Table 57. North America Mining Drones Sales by Application (2023-2028) & (K Units)
Table 58. North America Mining Drones Revenue by Application (2017-2022) & (US$ Million)
Table 59. North America Mining Drones Revenue by Application (2023-2028) & (US$ Million)
Table 60. North America Mining Drones Sales by Country (2017-2022) & (K Units)
Table 61. North America Mining Drones Sales by Country (2023-2028) & (K Units)
Table 62. North America Mining Drones Revenue by Country (2017-2022) & (US$ Million)
Table 63. North America Mining Drones Revenue by Country (2023-2028) & (US$ Million)
Table 64. Europe Mining Drones Sales by Type (2017-2022) & (K Units)
Table 65. Europe Mining Drones Sales by Type (2023-2028) & (K Units)
Table 66. Europe Mining Drones Revenue by Type (2017-2022) & (US$ Million)
Table 67. Europe Mining Drones Revenue by Type (2023-2028) & (US$ Million)
Table 68. Europe Mining Drones Sales by Application (2017-2022) & (K Units)
Table 69. Europe Mining Drones Sales by Application (2023-2028) & (K Units)
Table 70. Europe Mining Drones Revenue by Application (2017-2022) & (US$ Million)
Table 71. Europe Mining Drones Revenue by Application (2023-2028) & (US$ Million)
Table 72. Europe Mining Drones Sales by Country (2017-2022) & (K Units)
Table 73. Europe Mining Drones Sales by Country (2023-2028) & (K Units)
Table 74. Europe Mining Drones Revenue by Country (2017-2022) & (US$ Million)
Table 75. Europe Mining Drones Revenue by Country (2023-2028) & (US$ Million)
Table 76. Asia Pacific Mining Drones Sales by Type (2017-2022) & (K Units)
Table 77. Asia Pacific Mining Drones Sales by Type (2023-2028) & (K Units)
Table 78. Asia Pacific Mining Drones Revenue by Type (2017-2022) & (US$ Million)
Table 79. Asia Pacific Mining Drones Revenue by Type (2023-2028) & (US$ Million)
Table 80. Asia Pacific Mining Drones Sales by Application (2017-2022) & (K Units)
Table 81. Asia Pacific Mining Drones Sales by Application (2023-2028) & (K Units)
Table 82. Asia Pacific Mining Drones Revenue by Application (2017-2022) & (US$ Million)
Table 83. Asia Pacific Mining Drones Revenue by Application (2023-2028) & (US$ Million)
Table 84. Asia Pacific Mining Drones Sales by Region (2017-2022) & (K Units)
Table 85. Asia Pacific Mining Drones Sales by Region (2023-2028) & (K Units)
Table 86. Asia Pacific Mining Drones Revenue by Region (2017-2022) & (US$ Million)
Table 87. Asia Pacific Mining Drones Revenue by Region (2023-2028) & (US$ Million)
Table 88. Latin America Mining Drones Sales by Type (2017-2022) & (K Units)
Table 89. Latin America Mining Drones Sales by Type (2023-2028) & (K Units)
Table 90. Latin America Mining Drones Revenue by Type (2017-2022) & (US$ Million)
Table 91. Latin America Mining Drones Revenue by Type (2023-2028) & (US$ Million)
Table 92. Latin America Mining Drones Sales by Application (2017-2022) & (K Units)
Table 93. Latin America Mining Drones Sales by Application (2023-2028) & (K Units)
Table 94. Latin America Mining Drones Revenue by Application (2017-2022) & (US$ Million)
Table 95. Latin America Mining Drones Revenue by Application (2023-2028) & (US$ Million)
Table 96. Latin America Mining Drones Sales by Country (2017-2022) & (K Units)
Table 97. Latin America Mining Drones Sales by Country (2023-2028) & (K Units)
Table 98. Latin America Mining Drones Revenue by Country (2017-2022) & (US$ Million)
Table 99. Latin America Mining Drones Revenue by Country (2023-2028) & (US$ Million)
Table 100. Middle East and Africa Mining Drones Sales by Type (2017-2022) & (K Units)
Table 101. Middle East and Africa Mining Drones Sales by Type (2023-2028) & (K Units)
Table 102. Middle East and Africa Mining Drones Revenue by Type (2017-2022) & (US$ Million)
Table 103. Middle East and Africa Mining Drones Revenue by Type (2023-2028) & (US$ Million)
Table 104. Middle East and Africa Mining Drones Sales by Application (2017-2022) & (K Units)
Table 105. Middle East and Africa Mining Drones Sales by Application (2023-2028) & (K Units)
Table 106. Middle East and Africa Mining Drones Revenue by Application (2017-2022) & (US$ Million)
Table 107. Middle East and Africa Mining Drones Revenue by Application (2023-2028) & (US$ Million)
Table 108. Middle East and Africa Mining Drones Sales by Country (2017-2022) & (K Units)
Table 109. Middle East and Africa Mining Drones Sales by Country (2023-2028) & (K Units)
Table 110. Middle East and Africa Mining Drones Revenue by Country (2017-2022) & (US$ Million)
Table 111. Middle East and Africa Mining Drones Revenue by Country (2023-2028) & (US$ Million)
Table 112. Airobotics Corporation Information
Table 113. Airobotics Description and Major Businesses
Table 114. Airobotics Mining Drones Sales (K Units), Revenue (US$ Million), Price (US$/Unit) and Gross Margin (2017-2022)
Table 115. Airobotics Mining Drones Product Model Numbers, Pictures, Descriptions and Specifications
Table 116. Airobotics Recent Development
Table 117. Delair Corporation Information
Table 118. Delair Description and Major Businesses
Table 119. Delair Mining Drones Sales (K Units), Revenue (US$ Million), Price (US$/Unit) and Gross Margin (2017-2022)
Table 120. Delair Mining Drones Product Model Numbers, Pictures, Descriptions and Specifications
Table 121. Delair Recent Development
Table 122. Propeller Aerobotics Corporation Information
Table 123. Propeller Aerobotics Description and Major Businesses
Table 124. Propeller Aerobotics Mining Drones Sales (K Units), Revenue (US$ Million), Price (US$/Unit) and Gross Margin (2017-2022)
Table 125. Propeller Aerobotics Mining Drones Product Model Numbers, Pictures, Descriptions and Specifications
Table 126. Propeller Aerobotics Recent Development
Table 127. MICRODRONES Corporation Information
Table 128. MICRODRONES Description and Major Businesses
Table 129. MICRODRONES Mining Drones Sales (K Units), Revenue (US$ Million), Price (US$/Unit) and Gross Margin (2017-2022)
Table 130. MICRODRONES Mining Drones Product Model Numbers, Pictures, Descriptions and Specifications
Table 131. MICRODRONES Recent Development
Table 132. Kespry Corporation Information
Table 133. Kespry Description and Major Businesses
Table 134. Kespry Mining Drones Sales (K Units), Revenue (US$ Million), Price (US$/Unit) and Gross Margin (2017-2022)
Table 135. Kespry Mining Drones Product Model Numbers, Pictures, Descriptions and Specifications
Table 136. Kespry Recent Development
Table 137. Autel Robotics Corporation Information
Table 138. Autel Robotics Description and Major Businesses
Table 139. Autel Robotics Mining Drones Sales (K Units), Revenue (US$ Million), Price (US$/Unit) and Gross Margin (2017-2022)
Table 140. Autel Robotics Mining Drones Product Model Numbers, Pictures, Descriptions and Specifications
Table 141. Autel Robotics Recent Development
Table 142. Skydio Corporation Information
Table 143. Skydio Description and Major Businesses
Table 144. Skydio Mining Drones Sales (K Units), Revenue (US$ Million), Price (US$/Unit) and Gross Margin (2017-2022)
Table 145. Skydio Mining Drones Product Model Numbers, Pictures, Descriptions and Specifications
Table 146. Skydio Recent Development
Table 147. Insitu Corporation Information
Table 148. Insitu Description and Major Businesses
Table 149. Insitu Mining Drones Sales (K Units), Revenue (US$ Million), Price (US$/Unit) and Gross Margin (2017-2022)
Table 150. Insitu Mining Drones Product Model Numbers, Pictures, Descriptions and Specifications
Table 151. Insitu Recent Development
Table 152. EHANG Corporation Information
Table 153. EHANG Description and Major Businesses
Table 154. EHANG Mining Drones Sales (K Units), Revenue (US$ Million), Price (US$/Unit) and Gross Margin (2017-2022)
Table 155. EHANG Mining Drones Product Model Numbers, Pictures, Descriptions and Specifications
Table 156. EHANG Recent Development
Table 157. SenseFly Corporation Information
Table 158. SenseFly Description and Major Businesses
Table 159. SenseFly Mining Drones Sales (K Units), Revenue (US$ Million), Price (US$/Unit) and Gross Margin (2017-2022)
Table 160. SenseFly Mining Drones Product Model Numbers, Pictures, Descriptions and Specifications
Table 161. SenseFly Recent Development
Table 162. DJI Corporation Information
Table 163. DJI Description and Major Businesses
Table 164. DJI Mining Drones Sales (K Units), Revenue (US$ Million), Price (US$/Unit) and Gross Margin (2017-2022)
Table 165. DJI Mining Drones Product Model Numbers, Pictures, Descriptions and Specifications
Table 166. DJI Recent Development
Table 167. Parrot Drone SAS Corporation Information
Table 168. Parrot Drone SAS Description and Major Businesses
Table 169. Parrot Drone SAS Mining Drones Sales (K Units), Revenue (US$ Million), Price (US$/Unit) and Gross Margin (2017-2022)
Table 170. Parrot Drone SAS Mining Drones Product Model Numbers, Pictures, Descriptions and Specifications
Table 171. Parrot Drone SAS Recent Development
Table 172. Yuneec Holding Corporation Information
Table 173. Yuneec Holding Description and Major Businesses
Table 174. Yuneec Holding Mining Drones Sales (K Units), Revenue (US$ Million), Price (US$/Unit) and Gross Margin (2017-2022)
Table 175. Yuneec Holding Mining Drones Product Model Numbers, Pictures, Descriptions and Specifications
Table 176. Yuneec Holding Recent Development
Table 177. Freefly Systems Corporation Information
Table 178. Freefly Systems Description and Major Businesses
Table 179. Freefly Systems Mining Drones Sales (K Units), Revenue (US$ Million), Price (US$/Unit) and Gross Margin (2017-2022)
Table 180. Freefly Systems Mining Drones Product Model Numbers, Pictures, Descriptions and Specifications
Table 181. Freefly Systems Recent Development
Table 182. AZUR DRONES Corporation Information
Table 183. AZUR DRONES Description and Major Businesses
Table 184. AZUR DRONES Mining Drones Sales (K Units), Revenue (US$ Million), Price (US$/Unit) and Gross Margin (2017-2022)
Table 185. AZUR DRONES Mining Drones Product Model Numbers, Pictures, Descriptions and Specifications
Table 186. AZUR DRONES Recent Development
Table 187. Draganfly Innovations Corporation Information
Table 188. Draganfly Innovations Description and Major Businesses
Table 189. Draganfly Innovations Mining Drones Sales (K Units), Revenue (US$ Million), Price (US$/Unit) and Gross Margin (2017-2022)
Table 190. Draganfly Innovations Mining Drones Product Model Numbers, Pictures, Descriptions and Specifications
Table 191. Draganfly Innovations Recent Development
Table 192. Survey Copter Corporation Information
Table 193. Survey Copter Description and Major Businesses
Table 194. Survey Copter Mining Drones Sales (K Units), Revenue (US$ Million), Price (US$/Unit) and Gross Margin (2017-2022)
Table 195. Survey Copter Mining Drones Product Model Numbers, Pictures, Descriptions and Specifications
Table 196. Survey Copter Recent Development
Table 197. Key Raw Materials Lists
Table 198. Raw Materials Key Suppliers Lists
Table 199. Mining Drones Distributors List
Table 200. Mining Drones Customers List
Table 201. Mining Drones Market Trends
Table 202. Mining Drones Market Drivers
Table 203. Mining Drones Market Challenges
Table 204. Mining Drones Market Restraints
Table 205. Research Programs/Design for This Report
Table 206. Key Data Information from Secondary Sources
Table 207. Key Data Information from Primary Sources
List of Figures
Figure 1. Mining Drones Product Picture
Figure 2. Global Mining Drones Market Share by Type in 2021 & 2028
Figure 3. Automated Drones Product Picture
Figure 4. Manual Remote Control Drones Product Picture
Figure 5. Global Mining Drones Market Share by Application in 2021 & 2028
Figure 6. Inspection & Monitoring
Figure 7. Drilling & Blasting
Figure 8. Hauling Optimization
Figure 9. General Project Oversight
Figure 10. Others
Figure 11. Mining Drones Report Years Considered
Figure 12. Global Mining Drones Capacity, Production and Utilization (2017-2028) & (K Units)
Figure 13. Global Mining Drones Production Market Share by Region in Percentage: 2021 Versus 2028
Figure 14. Global Mining Drones Production Market Share by Region (2017-2022)
Figure 15. Global Mining Drones Production Market Share by Region (2023-2028)
Figure 16. Mining Drones Production Growth Rate in North America (2017-2028) & (K Units)
Figure 17. Mining Drones Production Growth Rate in Europe (2017-2028) & (K Units)
Figure 18. Mining Drones Production Growth Rate in China (2017-2028) & (K Units)
Figure 19. Mining Drones Production Growth Rate in Japan (2017-2028) & (K Units)
Figure 20. Global Mining Drones Sales 2017-2028 (K Units)
Figure 21. Global Mining Drones Revenue, (US$ Million), 2017 VS 2021 VS 2028
Figure 22. Global Mining Drones Revenue 2017-2028 (US$ Million)
Figure 23. Global Mining Drones Revenue Market Share by Region in Percentage: 2021 Versus 2028
Figure 24. Global Mining Drones Sales Market Share by Region (2017-2022)
Figure 25. Global Mining Drones Sales Market Share by Region (2023-2028)
Figure 26. North America Mining Drones Sales YoY (2017-2028) & (K Units)
Figure 27. North America Mining Drones Revenue YoY (2017-2028) & (US$ Million)
Figure 28. Europe Mining Drones Sales YoY (2017-2028) & (K Units)
Figure 29. Europe Mining Drones Revenue YoY (2017-2028) & (US$ Million)
Figure 30. Asia-Pacific Mining Drones Sales YoY (2017-2028) & (K Units)
Figure 31. Asia-Pacific Mining Drones Revenue YoY (2017-2028) & (US$ Million)
Figure 32. Latin America Mining Drones Sales YoY (2017-2028) & (K Units)
Figure 33. Latin America Mining Drones Revenue YoY (2017-2028) & (US$ Million)
Figure 34. Middle East & Africa Mining Drones Sales YoY (2017-2028) & (K Units)
Figure 35. Middle East & Africa Mining Drones Revenue YoY (2017-2028) & (US$ Million)
Figure 36. The Mining Drones Market Share of Top 10 and Top 5 Largest Manufacturers Around the World in 2021
Figure 37. The Top 5 and 10 Largest Manufacturers of Mining Drones in the World: Market Share by Mining Drones Revenue in 2021
Figure 38. Mining Drones Market Share by Company Type (Tier 1, Tier 2, and Tier 3): 2017 VS 2021
Figure 39. Global Mining Drones Sales Market Share by Type (2017-2028)
Figure 40. Global Mining Drones Revenue Market Share by Type (2017-2028)
Figure 41. Global Mining Drones Sales Market Share by Application (2017-2028)
Figure 42. Global Mining Drones Revenue Market Share by Application (2017-2028)
Figure 43. North America Mining Drones Sales Market Share by Type (2017-2028)
Figure 44. North America Mining Drones Revenue Market Share by Type (2017-2028)
Figure 45. North America Mining Drones Sales Market Share by Application (2017-2028)
Figure 46. North America Mining Drones Revenue Market Share by Application (2017-2028)
Figure 47. North America Mining Drones Sales Share by Country (2017-2028)
Figure 48. North America Mining Drones Revenue Share by Country (2017-2028)
Figure 49. United States Mining Drones Revenue (2017-2028) & (US$ Million)
Figure 50. Canada Mining Drones Revenue (2017-2028) & (US$ Million)
Figure 51. Europe Mining Drones Sales Market Share by Type (2017-2028)
Figure 52. Europe Mining Drones Revenue Market Share by Type (2017-2028)
Figure 53. Europe Mining Drones Sales Market Share by Application (2017-2028)
Figure 54. Europe Mining Drones Revenue Market Share by Application (2017-2028)
Figure 55. Europe Mining Drones Sales Share by Country (2017-2028)
Figure 56. Europe Mining Drones Revenue Share by Country (2017-2028)
Figure 57. Germany Mining Drones Revenue (2017-2028) & (US$ Million)
Figure 58. France Mining Drones Revenue (2017-2028) & (US$ Million)
Figure 59. U.K. Mining Drones Revenue (2017-2028) & (US$ Million)
Figure 60. Italy Mining Drones Revenue (2017-2028) & (US$ Million)
Figure 61. Russia Mining Drones Revenue (2017-2028) & (US$ Million)
Figure 62. Asia Pacific Mining Drones Sales Market Share by Type (2017-2028)
Figure 63. Asia Pacific Mining Drones Revenue Market Share by Type (2017-2028)
Figure 64. Asia Pacific Mining Drones Sales Market Share by Application (2017-2028)
Figure 65. Asia Pacific Mining Drones Revenue Market Share by Application (2017-2028)
Figure 66. Asia Pacific Mining Drones Sales Share by Region (2017-2028)
Figure 67. Asia Pacific Mining Drones Revenue Share by Region (2017-2028)
Figure 68. China Mining Drones Revenue (2017-2028) & (US$ Million)
Figure 69. Japan Mining Drones Revenue (2017-2028) & (US$ Million)
Figure 70. South Korea Mining Drones Revenue (2017-2028) & (US$ Million)
Figure 71. India Mining Drones Revenue (2017-2028) & (US$ Million)
Figure 72. Australia Mining Drones Revenue (2017-2028) & (US$ Million)
Figure 73. China Taiwan Mining Drones Revenue (2017-2028) & (US$ Million)
Figure 74. Indonesia Mining Drones Revenue (2017-2028) & (US$ Million)
Figure 75. Thailand Mining Drones Revenue (2017-2028) & (US$ Million)
Figure 76. Malaysia Mining Drones Revenue (2017-2028) & (US$ Million)
Figure 77. Latin America Mining Drones Sales Market Share by Type (2017-2028)
Figure 78. Latin America Mining Drones Revenue Market Share by Type (2017-2028)
Figure 79. Latin America Mining Drones Sales Market Share by Application (2017-2028)
Figure 80. Latin America Mining Drones Revenue Market Share by Application (2017-2028)
Figure 81. Latin America Mining Drones Sales Share by Country (2017-2028)
Figure 82. Latin America Mining Drones Revenue Share by Country (2017-2028)
Figure 83. Mexico Mining Drones Revenue (2017-2028) & (US$ Million)
Figure 84. Brazil Mining Drones Revenue (2017-2028) & (US$ Million)
Figure 85. Argentina Mining Drones Revenue (2017-2028) & (US$ Million)
Figure 86. Middle East and Africa Mining Drones Sales Market Share by Type (2017-2028)
Figure 87. Middle East and Africa Mining Drones Revenue Market Share by Type (2017-2028)
Figure 88. Middle East and Africa Mining Drones Sales Market Share by Application (2017-2028)
Figure 89. Middle East and Africa Mining Drones Revenue Market Share by Application (2017-2028)
Figure 90. Middle East and Africa Mining Drones Sales Share by Country (2017-2028)
Figure 91. Middle East and Africa Mining Drones Revenue Share by Country (2017-2028)
Figure 92. Turkey Mining Drones Revenue (2017-2028) & (US$ Million)
Figure 93. Saudi Arabia Mining Drones Revenue (2017-2028) & (US$ Million)
Figure 94. UAE Mining Drones Revenue (2017-2028) & (US$ Million)
Figure 95. Mining Drones Value Chain
Figure 96. Mining Drones Production Process
Figure 97. Channels of Distribution
Figure 98. Distributors Profiles
Figure 99. Bottom-up and Top-down Approaches for This Report
Figure 100. Data Triangulation
Figure 101. Key Executives Interviewed