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Middle East and Africa Digital Mining Market – Industry Trends and Forecast to 2028

ICT | Published Report | Apr 2021 | MEA | 350 Pages | No of Tables: 221 | No of Figures: 27

Report Description

Middle East and Africa Digital Mining Market, By Type (Solutions and Services), Components (Smart Sensors, Autonomous Operations, 3D Printing, Connected Worker, Remote Operations Center, Asset Cyber Security, Integrated Platforms and Advanced Analytics), Metal Type (Iron and Ferro Alloys, Non-Ferrous Metals and Precious Metals), Mining Type (Surface Mining and Underground Mining), Technology (Automation and Robotics, Internet of Things (IoT), Big Data, Retail Time Analytics, AI, Spatial, Geographic, Information Systems, Automated Drones, Cybersecurity, Blockchain and Others), Application (Maintenance Planning, Frontline Mobility Solutions, Geo-Fencing Safety and Others), Country (U.A.E., Saudi Arabia, Egypt, Israel, South Africa, and Rest of Middle East and Africa) Industry Trends and Forecast to 2028

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Market Analysis and Insights: Middle East and Africa Digital Mining Market

The digital mining market is expected to gain market growth in the forecast period of 2021 to 2028. Data Bridge Market Research analyses that the market is growing with a CAGR of 12.6% in the forecast period of 2021 to 2028 and expected to reach USD 11.52 million by 2028. Growing need for real-time analysis in the mining industry is acting as major factor for the growth of the digital mining market.

Digital mining refers to carrying out mine activities with a digital touch. It includes various solutions and services which are developed to optimize and manage mine operations and production activities. Digital mining helps to automate various mine activities such as record management, data storage, monitoring, and streamline production activities, supply chain management, asset management, risk management and others.

Due to increasing accidents and fatalities, the manufacturers are focusing on the safety concerns and therefore, implementing and installing various safety measures through digital mining to ensure safety of workers, mine plants and environment which is driving the growth of the digital mining market. Digital mining requires high implementation cost due to which small and medium enterprises hardly afford for their business lines which is restraining the digital mining market growth. Emergence of internet of things creates need to adopt digital mining which is an opportunity for the growth of the digital mining market. Adoption of digital mining with lack of technical expertise is a challenge for the digital mining market growth as countries were facing problems of technical skilled labourers due to growing technology and innovation.

This digital mining market report provides details of market share, new developments, and product pipeline analysis, impact of domestic and localised market players, analyses opportunities in terms of emerging revenue pockets, changes in market regulations, product approvals, strategic decisions, product launches, geographic expansions, and technological innovations in the market. To understand the analysis and the digital mining market scenario contact Data Bridge Market Research for an Analyst Brief, our team will help you create a revenue impact solution to achieve your desired goal.

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Digital Mining Market Scope and Market Size

The digital mining market is segmented on the basis of type, components, metal type, mining type, technology and application. The growth among segments helps you analyse niche pockets of growth and strategies to approach the market and determine your core application areas and the difference in your target markets.

  • On the basis of type, the digital mining market is segmented into solutions and services. In 2021, solutions segment held larger share in the market owing to surging demand to gather real-time data for effective decision making, ability to manage entire mining operations in a better way, high need to improve security of workers in the hazardous area, ongoing digital transformation across the mining industry and to enhance company’s performance and productivity.
  • On the basis of components, the digital mining market has been segmented into connected worker, remote operations center, autonomous operations, integrated platforms, smart sensors, asset cyber security, advanced analytics and 3D printing. In 2021, connected worker segment held the largest share in the market attributed to communicate real-time data on tasks, workplans and progress reports.
  • On the basis of metal type, the digital mining market has been segmented into iron and ferro alloys, non-ferrous metals and precious metals. In 2021, iron and ferro alloys segment held the largest share in the market as iron and ferro alloys compose a large part of the overall metals nowadays as the base metal is iron and also include carbon steel, alloy steel and others.
  • On the basis of mining type, the digital mining market has been segmented into surface mining and underground mining. In 2021, surface mining segment is dominating the market owing to its several advantages as compared to underground mining such as cost-effectiveness, recover more of the resource, usually up to 100% within the mining excavation, is safer and can use larger-scale mining equipment offering higher production rates.
  • On the basis of technology, the digital mining market has been segmented into automation and robotics, internet of things (IoT), big data, retail time analytics, AI, spatial, geographic information systems, automated drones, cybersecurity, blockchain and others. In 2021, automation and robotics segment held the largest share in the market as automation and robotics plays a significant role in the mining process in speeding production, improving safety and reducing costs.
  • On the basis of application, the digital mining market has been segmented into maintenance planning, frontline mobility solutions, geo-fencing safety and others. In 2021, frontline mobility solutions segment held major share in the market owing to high adoption to enable frontline workers and supervisors to safely perform in tough mining conditions and deploy technologies in order to improve employee safety, performance management and visibility—particularly underground.

Digital Mining Market Country Level Analysis

Digital mining market is analysed and market size information is provided by the country, type, mining type, metal type, components, technology and application.

The countries covered in Middle East and Africa digital mining market report are, U.A.E., Saudi Arabia, Egypt, Israel, South Africa, and Rest of Middle East and Africa.

U.A.E. dominates the digital mining market owing to the owing to factors such as intense focus toward digitization of mining industry, surging favourable government support in terms of adopting technology.

The country section of the report also provides individual market impacting factors and changes in regulation in the market domestically that impacts the current and future trends of the market. Data points such as new sales, replacement sales, country demographics, regulatory acts and import-export tariffs are some of the major pointers used to forecast the market scenario for individual countries. Also, presence and availability of Middle East and Africa brands and their challenges faced due to large or scarce competition from local and domestic brands, impact of sales channels are considered while providing forecast analysis of the country data.

Rising Demand of Digital Mining

Digital mining market also provides you with detailed market analysis for every country growth in industry with sales, components sales, impact of technological development in digital mining and changes in regulatory scenarios with their support for the digital mining market. The data is available for historic period 2010 to 2019.

Competitive Landscape and Digital Mining Market Share Analysis

Digital mining market competitive landscape provides details by competitor. Details included are company overview, company financials, revenue generated, market potential, investment in research and development, new market initiatives, global presence, production sites and facilities, company strengths and weaknesses, product launch, product trials pipelines, product approvals, patents, product width and breadth, application dominance, technology lifeline curve. The above data points provided are only related to the companies’ focus related to digital mining market.

The major players covered in the report are ABB, Siemens, Rockwell Automation, Inc., SAP SE, Wipro Limited, Wencomine (a subsidiary of Hitachi Construction Machinery Co., Ltd.), Cisco Systems, Inc., Caterpillar., General Electric, Sandvik AB, HEXAGON (a subsidiary of HEXAGON), IBM Corporation, Hatch Ltd., Wabtec Corporation, Komatsu Mining Corp (a subsidiary of Komatsu Ltd.), Accenture, Trimble Inc., Schneider Electric, BENTLEY SYSTEMS, INCORPORATED and Tech Mahindra Limited among others. DBMR analysts understand competitive strengths and provide competitive analysis for each competitor separately.

Many product developments are also initiated by the companies worldwide which are also accelerating the growth of digital mining market.

For instance,

  • In June 2020, Wencomine entered into a partnership and signed a Memorandum of Understanding (MOU) with Oxbotica to develop an open autonomy solution for mining. This new joint platform will allow customers to choose many open standards-based vehiclevehicles and integrate it into their existing operations. This will help the company to enhance their offerings and to grow in the market.

Partnership, joint ventures and other strategies enhances the company market share with increased coverage and presence. It also provides the benefit for organisation to improve their offering for digital mining through expanded range of size.


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Table of Content

1 INTRODUCTION

1.1 OBJECTIVES OF THE STUDY

1.2 MARKET DEFINITION

1.3 OVERVIEW OF MIDDLE EAST AND AFRICA DIGITAL MINING MARKET

1.4 CURRENCY AND PRICING

1.5 LIMITATIONS

1.6 MARKETS COVERED

2 MARKET SEGMENTATION

2.1 MARKETS COVERED

2.2 GEOGRAPHICAL SCOPE

2.3 YEARS CONSIDERED FOR THE STUDY

2.4 DBMR TRIPOD DATA VALIDATION MODEL

2.5 PRIMARY INTERVIEWS WITH KEY OPINION LEADERS

2.6 DBMR MARKET POSITION GRID

2.7 VENDOR SHARE ANALYSIS

2.8 MULTIVARIATE MODELING

2.9 TYPE TIMELINE CURVE

2.1 MARKET APPLICATION COVERAGE GRID

2.11 SECONDARY SOURCES

2.12 ASSUMPTIONS

3 EXECUTIVE SUMMARY

4 PREMIUM INSIGHTS

4.1 COGNITIVE INTELLIGENCE

4.2 BIG DATA

4.3 ANALYTICS

4.4 INTERNET OF THINGS (IOT)

5 MARKET OVERVIEW

5.1 DRIVERS

5.1.1 RISE IN DEMAND FOR DIGITAL MINING SOLUTIONS

5.1.2 INCREASING SAFETY CONCERNS ASSOCIATED WITH MINE & LABORERS

5.1.3 INCREASING IMPLEMENTATION OF INDUSTRY 4.0 TECHNOLOGIES IN THE MINING INDUSTRY

5.1.4 GROWING IMPLEMENTATION OF AUTONOMOUS EQUIPMENT

5.1.5 SHIFTED FOCUS OF THE MINING INDUSTRY TOWARD IMPROVING PRODUCTIVITY

5.2 RESTRAINTS

5.2.1 HIGH CAPITAL REQUIREMENT

5.2.2 LEGAL AND SECURITY CONCERNS

5.2.3 LACK OF STANDARDIZATION

5.3 OPPORTUNITIES

5.3.1 EMERGENCE OF IOT (INTERNET OF THINGS) IN MINING

5.3.2 RAPID DIGITALIZATION IN THE MINING SECTOR

5.3.3 ENFORCEMENT OF STRINGENT ENVIRONMENTAL REGULATIONS

5.3.4 SURGING FOCUS TOWARDS CONNECTED MINING

5.4 CHALLENGES

5.4.1 LACK OF HIGHLY SKILLED AND QUALIFIED LABOR

5.4.2 COMPLEXITIES INVOLVED IN INSTALLATION

5.4.3 STRINGENT DATA REGULATION IMPOSED BY GOVERNMENT

6 IMPACT OF COVID-19 ON MIDDLE EAST AND AFRICA DIGITAL MINING MARKET

6.1 ANALYSIS ON IMPACT OF COVID-19 ON THE MARKET

6.2 AFTERMATH OF COVID-19 AND GOVERNMENT INITIATIVE TO BOOST THE MARKET

6.3 STRATEGIC DECISIONS FOR MANUFACTURERS AFTER COVID-19 TO GAIN COMPETITIVE MARKET SHARE

6.4 IMPACT ON PRICE

6.5 IMPACT ON DEMAND

6.6 IMPACT ON SUPPLY CHAIN

6.7 CONCLUSION

7 MIDDLE EAST AND AFRICA DIGITAL MINING MARKET, BY TYPE

7.1 OVERVIEW

7.2 SOLUTIONS

7.3 SERVICES

8 MIDDLE EAST AND AFRICA DIGITAL MINING MARKET, BY COMPONENTS

8.1 OVERVIEW

8.2 CONNECTED WORKER

8.3 REMOTE OPERATIONS CENTER

8.4 AUTONOMOUS OPERATIONS

8.5 INTEGRATED PLATFORMS

8.6 SMART SENSORS

8.7 ASSET CYBERSECURITY

8.8 ADVANCE ANALYTICS

8.9 3D PRINTING

9 MIDDLE EAST AND AFRICA DIGITAL MINING MARKET, BY METAL TYPE

9.1 OVERVIEW

9.2 IRON AND FERRO ALLOYS

9.3 NON-FERROUS METALS

9.4 PRECIOUS METALS

10 MIDDLE EAST AND AFRICA DIGITAL MINING MARKET, BY MINING TYPE

10.1 OVERVIEW

10.2 SURFACE MINING

10.2.1 STRIP MINING

10.2.2 TERRACE MINING

10.2.3 OPEN PIT MINING

10.3 UNDERGROUND MINING

10.3.1 LONGWALL EXTRACTION

10.3.2 PILLAR EXTRACTION

11 MIDDLE EAST AND AFRICA DIGITAL MINING MARKET, BY TECHNOLOGY

11.1 OVERVIEW

11.2 AUTOMATION AND ROBOTICS

11.3 INTERNET OF THINGS

11.4 BIG DATA

11.5 GEOGRAPHIC INFORMATION SYSTEMS

11.5.1 MINERAL EXPLORATION

11.5.2 GEOCHEMICAL AND HYDROLOGY

11.5.3 REPORT GENERATION

11.5.4 FACILITY AND TAILINGS MANAGEMENT

11.5.5 SUSTAINABILITY AND REGULATORY COMPLIANCE

11.6 AUTOMATED DRONES

11.6.1 SAFETY AND SURVEILLANCE IN HAZARDOUS AREAS

11.6.2 ASSET MANAGEMENT

11.6.3 TIME-LAPSE PHOTOGRAPHY

11.6.4 MEASURING STOCKPILE INVENTORY

11.6.5 INFRASTRUCTURE UPKEEP AND INSPECTION

11.6.6 SITE MAPPING

11.7 REAL TIME ANALYTICS

11.8 SPATIAL

11.8.1 THREE-DIMENSIONAL (3D) MODELLING

11.8.2 VIRTUAL REALITY (VR)

11.8.3 AUGMENTED REALITY (AR)

11.9 CYBERSECURITY

11.1 AI

11.10.1 MINERAL PROCESSING AND EXPLORATION

11.10.2 AUTONOMOUS VEHICLES AND DRILLERS

11.11 BLOCKCHAIN

11.12 OTHERS

12 MIDDLE EAST AND AFRICA DIGITAL MINING MARKET, BY APPLICATION

12.1 OVERVIEW

12.2 FRONTLINE MOBILITY SOLUTIONS

12.2.1 AUTOMATION AND ROBOTICS

12.2.2 INTERNET OF THINGS

12.2.3 BIG DATA

12.2.4 GEOGRAPHIC INFORMATION SYSTEMS

12.2.4.1 MINERAL EXPLORATION

12.2.4.2 GEOCHEMICAL AND HYDROLOGY

12.2.4.3 REPORT GENERATION

12.2.4.4 FACILITY AND TAILINGS MANAGEMENT

12.2.4.5 SUSTAINABILITY AND REGULATORY COMPLIANCE

12.2.5 AUTOMATED DRONES

12.2.5.1 SAFETY AND SURVEILLANCE IN HAZARDOUS AREAS

12.2.5.2 ASSET MANAGEMENT

12.2.5.3 TIME-LAPSE PHOTOGRAPHY

12.2.5.4 MEASURING STOCKPILE INVENTORY

12.2.5.5 INFRASTRUCTURE UPKEEP AND INSPECTION

12.2.5.6 SITE MAPPING

12.2.6 REAL TIME ANALYTICS

12.2.7 SPATIAL

12.2.7.1 THREE-DIMENSIONAL (3D) MODELLING

12.2.7.2 VIRTUAL REALITY (VR)

12.2.7.3 AUGMENTED REALITY (AR)

12.2.8 CYBERSECURITY

12.2.9 AI

12.2.9.1 MINERAL PROCESSING AND EXPLORATION

12.2.9.2 AUTONOMOUS VEHICLES AND DRILLERS

12.2.10 BLOCKCHAIN

12.3 MAINTENANCE PLANNING

12.3.1 AUTOMATION AND ROBOTICS

12.3.2 INTERNET OF THINGS

12.3.3 BIG DATA

12.3.4 GEOGRAPHIC INFORMATION SYSTEMS

12.3.4.1 MINERAL EXPLORATION

12.3.4.2 GEOCHEMICAL AND HYDROLOGY

12.3.4.3 REPORT GENERATION

12.3.4.4 FACILITY AND TAILINGS MANAGEMENT

12.3.4.5 SUSTAINABILITY AND REGULATORY COMPLIANCE

12.3.5 AUTOMATED DRONES

12.3.5.1 SAFETY AND SURVEILLANCE IN HAZARDOUS AREAS

12.3.5.2 ASSET MANAGEMENT

12.3.5.3 TIME-LAPSE PHOTOGRAPHY

12.3.5.4 MEASURING STOCKPILE INVENTORY

12.3.5.5 INFRASTRUCTURE UPKEEP AND INSPECTION

12.3.5.6 SITE MAPPING

12.3.6 REAL TIME ANALYTICS

12.3.7 SPATIAL

12.3.7.1 THREE-DIMENSIONAL (3D) MODELLING

12.3.7.2 VIRTUAL REALITY (VR)

12.3.7.3 AUGMENTED REALITY (AR)

12.3.8 CYBERSECURITY

12.3.9 AI

12.3.9.1 MINERAL PROCESSING AND EXPLORATION

12.3.9.2 AUTONOMOUS VEHICLES AND DRILLERS

12.3.10 BLOCKCHAIN

12.4 GEO-FENCING SAFETY

12.4.1 AUTOMATION AND ROBOTICS

12.4.2 INTERNET OF THINGS

12.4.3 BIG DATA

12.4.4 GEOGRAPHIC INFORMATION SYSTEMS

12.4.4.1 MINERAL EXPLORATION

12.4.4.2 GEOCHEMICAL AND HYDROLOGY

12.4.4.3 REPORT GENERATION

12.4.4.4 FACILITY AND TAILINGS MANAGEMENT

12.4.4.5 SUSTAINABILITY AND REGULATORY COMPLIANCE

12.4.5 AUTOMATED DRONES

12.4.5.1 SAFETY AND SURVEILLANCE IN HAZARDOUS AREAS

12.4.5.2 ASSET MANAGEMENT

12.4.5.3 TIME-LAPSE PHOTOGRAPHY

12.4.5.4 MEASURING STOCKPILE INVENTORY

12.4.5.5 INFRASTRUCTURE UPKEEP AND INSPECTION

12.4.5.6 SITE MAPPING

12.4.6 REAL TIME ANALYTICS

12.4.7 SPATIAL

12.4.7.1 THREE-DIMENSIONAL (3D) MODELLING

12.4.7.2 VIRTUAL REALITY (VR)

12.4.7.3 AUGMENTED REALITY (AR)

12.4.8 CYBERSECURITY

12.4.9 AI

12.4.9.1 MINERAL PROCESSING AND EXPLORATION

12.4.9.2 AUTONOMOUS VEHICLES AND DRILLERS

12.4.10 BLOCKCHAIN

12.5 OTHERS

13 MIDDLE EAST AND AFRICA DIGITAL MINING MARKET, BY GEOGRAPHY

13.1 MIDDLE EAST AND AFRICA

13.1.1 SAUDI ARABIA

13.1.2 U.A.E.

13.1.3 SOUTH AFRICA

13.1.4 ISRAEL

13.1.5 EGYPT

13.1.6 REST OF MIDDLE EAST AND AFRICA

14 MIDDLE EAST AND AFRICA DIGITAL MINING MARKET: COMPANY LANDSCAPE

14.1 COMPANY SHARE ANALYSIS: MIDDLE EAST AND AFRICA

15 SWOT ANALYSIS

16 COMPANY PROFILES

16.1 SIEMENS

16.1.1 COMPANY SNAPSHOT

16.1.2 REVENUE ANALYSIS

16.1.3 COMPANY SHARE ANALYSIS

16.1.4 SOLUTION PORTFOLIO

16.1.5 RECENT DEVELOPMENTS

16.2 ABB

16.2.1 COMPANY SNAPSHOT

16.2.2 REVENUE ANALYSIS

16.2.3 COMPANY SHARE ANALYSIS

16.2.4 INDUSTRY PORTFOLIO

16.2.5 RECENT DEVELOPMENTS

16.3 CATERPILLAR

16.3.1 COMPANY SNAPSHOT

16.3.2 REVENUE ANALYSIS

16.3.3 COMPANY SHARE ANALYSIS

16.3.4 BRAND PORTFOLIO

16.3.5 RECENT DEVELOPMENTS

16.4 SAP SE

16.4.1 COMPANY SNAPSHOT

16.4.2 REVENUE ANALYSIS

16.4.3 COMPANY SHARE ANALYSIS

16.4.4 PRODUCT PORTFOLIO

16.4.5 RECENT DEVELOPMENTS

16.5 KOMATSU MINING CORP. (A SUBSIDIARY OF KOMATSU LTD.)

16.5.1 COMPANY SNAPSHOT

16.5.2 REVENUE ANALYSIS

16.5.3 COMPANY SHARE ANALYSIS

16.5.4 PRODUCT PORTFOLIO

16.5.5 RECENT DEVELOPMENT

16.6 ACCENTURE

16.6.1 COMPANY SNAPSHOT

16.6.2 REVENUE ANALYSIS

16.6.3 COMPANY SHARE ANALYSIS

16.6.4 INDUSTRY PORTFOLIO

16.6.5 RECENT DEVELOPMENTS

16.7 IBM CORPORATION

16.7.1 COMPANY SNAPSHOT

16.7.2 REVENUE ANALYSIS

16.7.3 COMPANY SHARE ANALYSIS

16.7.4 PRODUCT PORTFOLIO

16.7.5 RECENT DEVELOPMENTS

16.8 BENTLEY SYSTEMS, INCORPORATED

16.8.1 COMPANY SNAPSHOT

16.8.2 INDUSTRY PORTFOLIO

16.8.3 RECENT DEVELOPMENTS

16.9 CISCO

16.9.1 COMPANY SNAPSHOT

16.9.2 REVENUE ANALYSIS

16.9.3 PRODUCT PORTFOLIO

16.9.4 RECENT DEVELOPMENTS

16.1 GENERAL ELECTRIC

16.10.1 COMPANY SNAPSHOT

16.10.2 REVENUE ANALYSIS

16.10.3 PRODUCT PORTFOLIO

16.10.4 RECENT DEVELOPMENTS

16.11 HATCH LTD.

16.11.1 COMPANY SNAPSHOT

16.11.2 SERVICE PORTFOLIO

16.11.3 RECENT DEVELOPMENTS

16.12 HEXAGON AB (A SUBSIDIARY OF HEXAGON)

16.12.1 COMPANY SNAPSHOT

16.12.2 REVENUE ANALYSIS

16.12.3 PRODUCT PORTFOLIO

16.12.4 RECENT DEVELOPMENTS

16.13 ROCKWELL AUTOMATION, INC.

16.13.1 COMPANY SNAPSHOT

16.13.2 REVENUE ANALYSIS

16.13.3 INDUSTRY PORTFOLIO

16.13.4 RECENT DEVELOPMENTS

16.14 SANDVIK AB

16.14.1 COMPANY SNAPSHOT

16.14.2 REVENUE ANALYSIS

16.14.3 PRODUCT PORTFOLIO

16.14.4 RECENT DEVELOPMENTS

16.15 SCHNEIDER ELECTRIC

16.15.1 COMPANY SNAPSHOT

16.15.2 REVENUE ANALYSIS

16.15.3 SOLUTION PORTFOLIO

16.15.4 RECENT DEVELOPMENTS

16.16 TECH MAHINDRA LIMITED

16.16.1 COMPANY SNAPSHOT

16.16.2 REVENUE ANALYSIS

16.16.3 INDUSTRY PORTFOLIO

16.16.4 RECENT DEVELOPMENT

16.17 TRIMBLE INC.

16.17.1 COMPANY SNAPSHOT

16.17.2 REVENUE ANALYSIS

16.17.3 INDUSTRY PORTFOLIO

16.17.4 RECENT DEVELOPMENTS

16.18 WABTEC CORPORATION

16.18.1 COMPANY SNAPSHOT

16.18.2 REVENUE ANALYSIS

16.18.3 PRODUCT PORTFOLIO

16.18.4 RECENT DEVELOPMENTS

16.19 WENCOMINE (A SUBSIDIARY OF HITACHI CONSTRUCTION MACHINERY CO., LTD.)

16.19.1 COMPANY SNAPSHOT

16.19.2 REVENUE ANALYSIS

16.19.3 PRODUCT PORTFOLIO

16.19.4 RECENT DEVELOPMENTS

16.2 WIPRO LIMITED

16.20.1 COMPANY SNAPSHOT

16.20.2 REVENUE ANALYSIS

16.20.3 INDUSTRY PORTFOLIO

16.20.4 RECENT DEVELOPMENT

17 QUESTIONNAIRE

18 RELATED REPORTS

List of Table

TABLE 1 MIDDLE EAST AND AFRICA DIGITAL MINING MARKET, BY TYPE, MARKET FORECAST 2021-2028 (USD MILLION)

TABLE 2 MIDDLE EAST AND AFRICA SOLUTIONS IN DIGITAL MINING MARKET, BY REGION,2021-2028, (USD MILLION)

TABLE 3 MIDDLE EAST AND AFRICA SERVICES IN DIGITAL MINING MARKET, BY REGION,2021-2028, (USD MILLION)

TABLE 4 MIDDLE EAST AND AFRICA DIGITAL MINING MARKET, BY COMPONENTS, MARKET FORECAST 2021-2028 (USD MILLION)

TABLE 5 MIDDLE EAST AND AFRICA CONNECTED WORKER IN DIGITAL MINING MARKET, BY REGION,2021-2028, (USD MILLION)

TABLE 6 MIDDLE EAST AND AFRICA REMOTE OPERATIONS CENTER IN DIGITAL MINING MARKET, BY REGION,2021-2028, (USD MILLION)

TABLE 7 MIDDLE EAST AND AFRICA AUTONOMOUS OPERATIONS IN DIGITAL MINING MARKET, BY REGION,2021-2028, (USD MILLION)

TABLE 8 MIDDLE EAST AND AFRICA INTEGRATED PLATFORMS IN DIGITAL MINING MARKET, BY REGION,2021-2028, (USD MILLION)

TABLE 9 MIDDLE EAST AND AFRICA SMART SENSORS IN DIGITAL MINING MARKET, BY REGION,2021-2028, (USD MILLION)

TABLE 10 MIDDLE EAST AND AFRICA SERVICES IN DIGITAL MINING MARKET, BY REGION,2021-2028, (USD MILLION)

TABLE 11 MIDDLE EAST AND AFRICA SERVICES IN DIGITAL MINING MARKET, BY REGION,2021-2028, (USD MILLION)

TABLE 12 MIDDLE EAST AND AFRICA 3D PRINTING IN DIGITAL MINING MARKET, BY REGION,2021-2028, (USD MILLION)

TABLE 13 MIDDLE EAST AND AFRICA DIGITAL MINING MARKET, BY METAL TYPE, MARKET FORECAST 2021-2028 (USD MILLION)

TABLE 14 MIDDLE EAST AND AFRICA IRON AND FERRO ALLOYS IN DIGITAL MINING MARKET, BY REGION,2021-2028, (USD MILLION)

TABLE 15 MIDDLE EAST AND AFRICA NON-FERROUS METALS IN DIGITAL MINING MARKET, BY REGION,2021-2028, (USD MILLION)

TABLE 16 MIDDLE EAST AND AFRICA PRECIOUS METALS IN DIGITAL MINING MARKET, BY REGION,2021-2028, (USD MILLION)

TABLE 17 MIDDLE EAST AND AFRICA DIGITAL MINING MARKET, BY MINING TYPE, MARKET FORECAST 2021-2028 (USD MILLION)

TABLE 18 MIDDLE EAST AND AFRICA SURFACE MINING IN DIGITAL MINING MARKET, BY REGION,2021-2028, (USD MILLION)

TABLE 19 MIDDLE EAST AND AFRICA SURFACE MINING IN DIGITAL MINING MARKET, BY TYPE,2021-2028, (USD MILLION)

TABLE 20 MIDDLE EAST AND AFRICA UNDERGROUND MINING IN DIGITAL MINING MARKET, BY REGION,2021-2028, (USD MILLION)

TABLE 21 MIDDLE EAST AND AFRICA UNDERGROUND MINING IN DIGITAL MINING MARKET, BY TYPE, 2021-2028, (USD MILLION)

TABLE 22 MIDDLE EAST AND AFRICA DIGITAL MINING MARKET, BY TECHNOLOGY, MARKET FORECAST 2021-2028 (USD MILLION)

TABLE 23 MIDDLE EAST AND AFRICA AUTOMATION AND ROBOTICS IN DIGITAL MINING MARKET, BY REGION,2021-2028, (USD MILLION)

TABLE 24 MIDDLE EAST AND AFRICA INTERNET OF THINGS IN DIGITAL MINING MARKET, BY REGION,2021-2028, (USD MILLION)

TABLE 25 MIDDLE EAST AND AFRICA BIG DATA IN DIGITAL MINING MARKET, BY REGION,2021-2028, (USD MILLION)

TABLE 26 MIDDLE EAST AND AFRICA GEOGRAPHIC INFORMATION SYSTEMS IN DIGITAL MINING MARKET, BY REGION,2021-2028, (USD MILLION)

TABLE 27 MIDDLE EAST AND AFRICA GEOGRAPHIC INFORMATION SYSTEMS IN DIGITAL MINING MARKET, BY TYPE,2021-2028, (USD MILLION)

TABLE 28 MIDDLE EAST AND AFRICA AUTOMATED DRONES IN DIGITAL MINING MARKET, BY REGION,2021-2028, (USD MILLION)

TABLE 29 MIDDLE EAST AND AFRICA AUTOMATED DRONES IN DIGITAL MINING MARKET, BY TYPE, 2021-2028, (USD MILLION)

TABLE 30 MIDDLE EAST AND AFRICA REAL TIME ANALYTICS IN DIGITAL MINING MARKET, BY REGION,2021-2028, (USD MILLION)

TABLE 31 MIDDLE EAST AND AFRICA SPATIAL IN DIGITAL MINING MARKET, BY REGION,2021-2028, (USD MILLION)

TABLE 32 MIDDLE EAST AND AFRICA SPATIAL IN DIGITAL MINING MARKET, BY TYPE, 2021-2028, (USD MILLION)

TABLE 33 MIDDLE EAST AND AFRICA CYBERSECURITY IN DIGITAL MINING MARKET, BY REGION,2021-2028, (USD MILLION)

TABLE 34 MIDDLE EAST AND AFRICA AI IN DIGITAL MINING MARKET, BY REGION,2021-2028, (USD MILLION)

TABLE 35 MIDDLE EAST AND AFRICA AI IN DIGITAL MINING MARKET, BY TYPE, 2021-2028, (USD MILLION)

TABLE 36 MIDDLE EAST AND AFRICA BLOCKCHAIN IN DIGITAL MINING MARKET, BY REGION,2021-2028, (USD MILLION)

TABLE 37 MIDDLE EAST AND AFRICA OTHERS IN DIGITAL MINING MARKET, BY REGION,2021-2028, (USD MILLION)

TABLE 38 MIDDLE EAST AND AFRICA DIGITAL MINING MARKET, BY APPLICATION, MARKET FORECAST 2021-2028 (USD MILLION)

TABLE 39 MIDDLE EAST AND AFRICA FRONTLINE MOBILITY SOLUTIONS IN DIGITAL MINING MARKET, BY REGION,2021-2028, (USD MILLION)

TABLE 40 MIDDLE EAST AND AFRICA FRONTLINE MOBILITY SOLUTIONS IN DIGITAL MINING MARKET, BY TYPE, 2021-2028, (USD MILLION)

TABLE 41 MIDDLE EAST AND AFRICA GEOGRAPHIC INFORMATION SYSTEMS IN FRONTLINE MOBILITY SOLUTIONS IN DIGITAL MINING MARKET, BY TYPE, 2021-2028, (USD MILLION)

TABLE 42 MIDDLE EAST AND AFRICA AUTOMATED DRONES IN FRONTLINE MOBILITY SOLUTIONS IN DIGITAL MINING MARKET, BY TYPE, 2021-2028, (USD MILLION)

TABLE 43 MIDDLE EAST AND AFRICA SPATIAL IN FRONTLINE MOBILITY SOLUTIONS IN DIGITAL MINING MARKET, BY TYPE, 2021-2028, (USD MILLION)

TABLE 44 MIDDLE EAST AND AFRICA AI IN FRONTLINE MOBILITY SOLUTIONS IN DIGITAL MINING MARKET, BY TYPE, 2021-2028, (USD MILLION)

TABLE 45 MIDDLE EAST AND AFRICA MAINTENANCE PLANNING IN DIGITAL MINING MARKET, BY REGION,2021-2028, (USD MILLION)

TABLE 46 MIDDLE EAST AND AFRICA MAINTENANCE PLANNING IN DIGITAL MINING MARKET, BY TYPE, 2021-2028, (USD MILLION)

TABLE 47 MIDDLE EAST AND AFRICA GEOGRAPHIC INFORMATION SYSTEMS IN MAINTENANCE PLANNING IN DIGITAL MINING MARKET, BY TYPE, 2021-2028, (USD MILLION)

TABLE 48 MIDDLE EAST AND AFRICA AUTOMATED DRONES IN MAINTENANCE PLANNING IN DIGITAL MINING MARKET, BY TYPE, 2021-2028, (USD MILLION)

TABLE 49 MIDDLE EAST AND AFRICA SPATIAL IN MAINTENANCE PLANNING IN DIGITAL MINING MARKET, BY TYPE, 2021-2028, (USD MILLION)

TABLE 50 MIDDLE EAST AND AFRICA AI IN MAINTENANCE PLANNING IN DIGITAL MINING MARKET, BY TYPE, 2021-2028, (USD MILLION)

TABLE 51 MIDDLE EAST AND AFRICA GEO-FENCING SAFETY IN DIGITAL MINING MARKET, BY REGION,2021-2028, (USD MILLION)

TABLE 52 MIDDLE EAST AND AFRICA GEO-FENCING SAFETY IN DIGITAL MINING MARKET, BY TYPE, 2021-2028, (USD MILLION)

TABLE 53 MIDDLE EAST AND AFRICA GEOGRAPHIC INFORMATION SYSTEMS IN GEO-FENCING SAFETY IN DIGITAL MINING MARKET, BY TYPE, 2021-2028, (USD MILLION)

TABLE 54 MIDDLE EAST AND AFRICA AUTOMATED DRONES IN GEO-FENCING SAFETY IN DIGITAL MINING MARKET, BY TYPE, 2021-2028, (USD MILLION)

TABLE 55 MIDDLE EAST AND AFRICA SPATIAL IN GEO-FENCING SAFETY IN DIGITAL MINING MARKET, BY TYPE, 2021-2028, (USD MILLION)

TABLE 56 MIDDLE EAST AND AFRICA AI IN GEO-FENCING SAFETY IN DIGITAL MINING MARKET, BY TYPE, 2021-2028, (USD MILLION)

TABLE 57 MIDDLE EAST AND AFRICA OTHERS IN DIGITAL MINING MARKET, BY REGION,2021-2028, (USD MILLION)

TABLE 58 MIDDLE EAST AND AFRICA DIGITAL MINING MARKET, BY COUNTRY, 2019-2028 (USD MILLION)

TABLE 59 MIDDLE EAST AND AFRICA DIGITAL MINING MARKET, BY TYPE, 2019-2028 (USD MILLION)

TABLE 60 MIDDLE EAST AND AFRICA DIGITAL MINING MARKET, BY COMPONENTS, 2019-2028 (USD MILLION)

TABLE 61 MIDDLE EAST AND AFRICA DIGITAL MINING MARKET, BY METAL TYPE, 2019-2028 (USD MILLION)

TABLE 62 MIDDLE EAST AND AFRICA DIGITAL MINING MARKET, BY MINING TYPE, 2019-2028 (USD MILLION)

TABLE 63 MIDDLE EAST AND AFRICA SURFACE MINING IN DIGITAL MINING MARKET, BY TYPE, 2019-2028 (USD MILLION)

TABLE 64 MIDDLE EAST AND AFRICA UNDERGROUND MINING IN DIGITAL MINING MARKET, BY TYPE, 2019-2028 (USD MILLION)

TABLE 65 MIDDLE EAST AND AFRICA DIGITAL MINING MARKET, BY TECHNOLOGY, 2019-2028 (USD MILLION)

TABLE 66 MIDDLE EAST AND AFRICA AI IN DIGITAL MINING MARKET, BY TYPE, 2019-2028 (USD MILLION)

TABLE 67 MIDDLE EAST AND AFRICA SPATIAL IN DIGITAL MINING MARKET, BY TYPE, 2019-2028 (USD MILLION)

TABLE 68 MIDDLE EAST AND AFRICA GEOGRAPHIC INFORMATION SYSTEMS IN DIGITAL MINING MARKET, BY TYPE, 2019-2028 (USD MILLION)

TABLE 69 MIDDLE EAST AND AFRICA AUTOMATED DRONES IN DIGITAL MINING MARKET, BY TYPE, 2019-2028 (USD MILLION)

TABLE 70 MIDDLE EAST AND AFRICA DIGITAL MINING MARKET, BY APPLICATION, 2019-2028 (USD MILLION)

TABLE 71 MIDDLE EAST AND AFRICA FRONTLINE MOBILITY SOLUTIONS IN DIGITAL MINING MARKET, BY TECHNOLOGY, 2019-2028 (USD MILLION)

TABLE 72 MIDDLE EAST AND AFRICA AI IN FRONTLINE MOBILITY SOLUTIONS IN DIGITAL MINING MARKET, BY TYPE, 2019-2028 (USD MILLION)

TABLE 73 MIDDLE EAST AND AFRICA SPATIAL IN FRONTLINE MOBILITY SOLUTIONS IN DIGITAL MINING MARKET, BY TYPE, 2019-2028 (USD MILLION)

TABLE 74 MIDDLE EAST AND AFRICA GEOGRAPHIC INFORMATION SYSTEMS IN FRONTLINE MOBILITY SOLUTIONS IN DIGITAL MINING MARKET, BY TYPE, 2019-2028 (USD MILLION)

TABLE 75 MIDDLE EAST AND AFRICA AUTOMATED DRONES IN FRONTLINE MOBILITY SOLUTIONS IN DIGITAL MINING MARKET, BY TYPE, 2019-2028 (USD MILLION)

TABLE 76 MIDDLE EAST AND AFRICA MAINTENANCE PLANNING IN DIGITAL MINING MARKET, BY TECHNOLOGY, 2019-2028 (USD MILLION)

TABLE 77 MIDDLE EAST AND AFRICA AI IN MAINTENANCE PLANNING IN DIGITAL MINING MARKET, BY TYPE, 2019-2028 (USD MILLION)

TABLE 78 MIDDLE EAST AND AFRICA SPATIAL IN MAINTENANCE PLANNING IN DIGITAL MINING MARKET, BY TYPE, 2019-2028 (USD MILLION)

TABLE 79 MIDDLE EAST AND AFRICA GEOGRAPHIC INFORMATION SYSTEMS IN MAINTENANCE PLANNING IN DIGITAL MINING MARKET, BY TYPE, 2019-2028 (USD MILLION)

TABLE 80 MIDDLE EAST AND AFRICA AUTOMATED DRONES IN MAINTENANCE PLANNING IN DIGITAL MINING MARKET, BY TYPE, 2019-2028 (USD MILLION)

TABLE 81 MIDDLE EAST AND AFRICA GEO-FENCING SAFETY IN DIGITAL MINING MARKET, BY TECHNOLOGY, 2019-2028 (USD MILLION)

TABLE 82 MIDDLE EAST AND AFRICA AI IN GEO-FENCING SAFETY IN DIGITAL MINING MARKET, BY TYPE, 2019-2028 (USD MILLION)

TABLE 83 MIDDLE EAST AND AFRICA SPATIAL IN GEO-FENCING SAFETY IN DIGITAL MINING MARKET, BY TYPE, 2019-2028 (USD MILLION)

TABLE 84 MIDDLE EAST AND AFRICA GEOGRAPHIC INFORMATION SYSTEMS IN GEO-FENCING SAFETY IN DIGITAL MINING MARKET, BY TYPE, 2019-2028 (USD MILLION)

TABLE 85 MIDDLE EAST AND AFRICA AUTOMATED DRONES IN GEO-FENCING SAFETY IN DIGITAL MINING MARKET, BY TYPE, 2019-2028 (USD MILLION)

TABLE 86 SAUDI ARABIA DIGITAL MINING MARKET, BY TYPE, 2019-2028 (USD MILLION)

TABLE 87 SAUDI ARABIA DIGITAL MINING MARKET, BY COMPONENTS, 2019-2028 (USD MILLION)

TABLE 88 SAUDI ARABIA DIGITAL MINING MARKET, BY METAL TYPE, 2019-2028 (USD MILLION)

TABLE 89 SAUDI ARABIA DIGITAL MINING MARKET, BY MINING TYPE, 2019-2028 (USD MILLION)

TABLE 90 SAUDI ARABIA SURFACE MINING IN DIGITAL MINING MARKET, BY TYPE, 2019-2028 (USD MILLION)

TABLE 91 SAUDI ARABIA UNDERGROUND MINING IN DIGITAL MINING MARKET, BY TYPE, 2019-2028 (USD MILLION)

TABLE 92 SAUDI ARABIA DIGITAL MINING MARKET, BY TECHNOLOGY, 2019-2028 (USD MILLION)

TABLE 93 SAUDI ARABIA AI IN DIGITAL MINING MARKET, BY TYPE, 2019-2028 (USD MILLION)

TABLE 94 SAUDI ARABIA SPATIAL IN DIGITAL MINING MARKET, BY TYPE, 2019-2028 (USD MILLION)

TABLE 95 SAUDI ARABIA GEOGRAPHIC INFORMATION SYSTEMS IN DIGITAL MINING MARKET, BY TYPE, 2019-2028 (USD MILLION)

TABLE 96 SAUDI ARABIA AUTOMATED DRONES IN DIGITAL MINING MARKET, BY TYPE, 2019-2028 (USD MILLION)

TABLE 97 SAUDI ARABIA DIGITAL MINING MARKET, BY APPLICATION, 2019-2028 (USD MILLION)

TABLE 98 SAUDI ARABIA FRONTLINE MOBILITY SOLUTIONS IN DIGITAL MINING MARKET, BY TECHNOLOGY, 2019-2028 (USD MILLION)

TABLE 99 SAUDI ARABIA AI IN FRONTLINE MOBILITY SOLUTIONS IN DIGITAL MINING MARKET, BY TYPE, 2019-2028 (USD MILLION)

TABLE 100 SAUDI ARABIA SPATIAL IN FRONTLINE MOBILITY SOLUTIONS IN DIGITAL MINING MARKET, BY TYPE, 2019-2028 (USD MILLION)

TABLE 101 SAUDI ARABIA GEOGRAPHIC INFORMATION SYSTEMS IN FRONTLINE MOBILITY SOLUTIONS IN DIGITAL MINING MARKET, BY TYPE, 2019-2028 (USD MILLION)

TABLE 102 SAUDI ARABIA AUTOMATED DRONES IN FRONTLINE MOBILITY SOLUTIONS IN DIGITAL MINING MARKET, BY TYPE, 2019-2028 (USD MILLION)

TABLE 103 SAUDI ARABIA MAINTENANCE PLANNING IN DIGITAL MINING MARKET, BY TECHNOLOGY, 2019-2028 (USD MILLION)

TABLE 104 SAUDI ARABIA AI IN MAINTENANCE PLANNING IN DIGITAL MINING MARKET, BY TYPE, 2019-2028 (USD MILLION)

TABLE 105 SAUDI ARABIA SPATIAL IN MAINTENANCE PLANNING IN DIGITAL MINING MARKET, BY TYPE, 2019-2028 (USD MILLION)

TABLE 106 SAUDI ARABIA GEOGRAPHIC INFORMATION SYSTEMS IN MAINTENANCE PLANNING IN DIGITAL MINING MARKET, BY TYPE, 2019-2028 (USD MILLION)

TABLE 107 SAUDI ARABIA AUTOMATED DRONES IN MAINTENANCE PLANNING IN DIGITAL MINING MARKET, BY TYPE, 2019-2028 (USD MILLION)

TABLE 108 SAUDI ARABIA GEO-FENCING SAFETY IN DIGITAL MINING MARKET, BY TECHNOLOGY, 2019-2028 (USD MILLION)

TABLE 109 SAUDI ARABIA AI IN GEO-FENCING SAFETY IN DIGITAL MINING MARKET, BY TYPE, 2019-2028 (USD MILLION)

TABLE 110 SAUDI ARABIA SPATIAL IN GEO-FENCING SAFETY IN DIGITAL MINING MARKET, BY TYPE, 2019-2028 (USD MILLION)

TABLE 111 SAUDI ARABIA GEOGRAPHIC INFORMATION SYSTEMS IN GEO-FENCING SAFETY IN DIGITAL MINING MARKET, BY TYPE, 2019-2028 (USD MILLION)

TABLE 112 SAUDI ARABIA AUTOMATED DRONES IN GEO-FENCING SAFETY IN DIGITAL MINING MARKET, BY TYPE, 2019-2028 (USD MILLION)

TABLE 113 U.A.E. DIGITAL MINING MARKET, BY TYPE, 2019-2028 (USD MILLION)

TABLE 114 U.A.E. DIGITAL MINING MARKET, BY COMPONENTS, 2019-2028 (USD MILLION)

TABLE 115 U.A.E. DIGITAL MINING MARKET, BY METAL TYPE, 2019-2028 (USD MILLION)

TABLE 116 U.A.E. DIGITAL MINING MARKET, BY MINING TYPE, 2019-2028 (USD MILLION)

TABLE 117 U.A.E. SURFACE MINING IN DIGITAL MINING MARKET, BY TYPE, 2019-2028 (USD MILLION)

TABLE 118 U.A.E. UNDERGROUND MINING IN DIGITAL MINING MARKET, BY TYPE, 2019-2028 (USD MILLION)

TABLE 119 U.A.E. DIGITAL MINING MARKET, BY TECHNOLOGY, 2019-2028 (USD MILLION)

TABLE 120 U.A.E. AI IN DIGITAL MINING MARKET, BY TYPE, 2019-2028 (USD MILLION)

TABLE 121 U.A.E. SPATIAL IN DIGITAL MINING MARKET, BY TYPE, 2019-2028 (USD MILLION)

TABLE 122 U.A.E. GEOGRAPHIC INFORMATION SYSTEMS IN DIGITAL MINING MARKET, BY TYPE, 2019-2028 (USD MILLION)

TABLE 123 U.A.E. AUTOMATED DRONES IN DIGITAL MINING MARKET, BY TYPE, 2019-2028 (USD MILLION)

TABLE 124 U.A.E. DIGITAL MINING MARKET, BY APPLICATION, 2019-2028 (USD MILLION)

TABLE 125 U.A.E. FRONTLINE MOBILITY SOLUTIONS IN DIGITAL MINING MARKET, BY TECHNOLOGY, 2019-2028 (USD MILLION)

TABLE 126 U.A.E. AI IN FRONTLINE MOBILITY SOLUTIONS IN DIGITAL MINING MARKET, BY TYPE, 2019-2028 (USD MILLION)

TABLE 127 U.A.E. SPATIAL IN FRONTLINE MOBILITY SOLUTIONS IN DIGITAL MINING MARKET, BY TYPE, 2019-2028 (USD MILLION)

TABLE 128 U.A.E. GEOGRAPHIC INFORMATION SYSTEMS IN FRONTLINE MOBILITY SOLUTIONS IN DIGITAL MINING MARKET, BY TYPE, 2019-2028 (USD MILLION)

TABLE 129 U.A.E. AUTOMATED DRONES IN FRONTLINE MOBILITY SOLUTIONS IN DIGITAL MINING MARKET, BY TYPE, 2019-2028 (USD MILLION)

TABLE 130 U.A.E. MAINTENANCE PLANNING IN DIGITAL MINING MARKET, BY TECHNOLOGY, 2019-2028 (USD MILLION)

TABLE 131 U.A.E. AI IN MAINTENANCE PLANNING IN DIGITAL MINING MARKET, BY TYPE, 2019-2028 (USD MILLION)

TABLE 132 U.A.E. SPATIAL IN MAINTENANCE PLANNING IN DIGITAL MINING MARKET, BY TYPE, 2019-2028 (USD MILLION)

TABLE 133 U.A.E. GEOGRAPHIC INFORMATION SYSTEMS IN MAINTENANCE PLANNING IN DIGITAL MINING MARKET, BY TYPE, 2019-2028 (USD MILLION)

TABLE 134 U.A.E. AUTOMATED DRONES IN MAINTENANCE PLANNING IN DIGITAL MINING MARKET, BY TYPE, 2019-2028 (USD MILLION)

TABLE 135 U.A.E. GEO-FENCING SAFETY IN DIGITAL MINING MARKET, BY TECHNOLOGY, 2019-2028 (USD MILLION)

TABLE 136 U.A.E. AI IN GEO-FENCING SAFETY IN DIGITAL MINING MARKET, BY TYPE, 2019-2028 (USD MILLION)

TABLE 137 U.A.E. SPATIAL IN GEO-FENCING SAFETY IN DIGITAL MINING MARKET, BY TYPE, 2019-2028 (USD MILLION)

TABLE 138 U.A.E. GEOGRAPHIC INFORMATION SYSTEMS IN GEO-FENCING SAFETY IN DIGITAL MINING MARKET, BY TYPE, 2019-2028 (USD MILLION)

TABLE 139 U.A.E. AUTOMATED DRONES IN GEO-FENCING SAFETY IN DIGITAL MINING MARKET, BY TYPE, 2019-2028 (USD MILLION)

TABLE 140 SOUTH AFRICA DIGITAL MINING MARKET, BY TYPE, 2019-2028 (USD MILLION)

TABLE 141 SOUTH AFRICA DIGITAL MINING MARKET, BY COMPONENTS, 2019-2028 (USD MILLION)

TABLE 142 SOUTH AFRICA DIGITAL MINING MARKET, BY METAL TYPE, 2019-2028 (USD MILLION)

TABLE 143 SOUTH AFRICA DIGITAL MINING MARKET, BY MINING TYPE, 2019-2028 (USD MILLION)

TABLE 144 SOUTH AFRICA SURFACE MINING IN DIGITAL MINING MARKET, BY TYPE, 2019-2028 (USD MILLION)

TABLE 145 SOUTH AFRICA UNDERGROUND MINING IN DIGITAL MINING MARKET, BY TYPE, 2019-2028 (USD MILLION)

TABLE 146 SOUTH AFRICA DIGITAL MINING MARKET, BY TECHNOLOGY, 2019-2028 (USD MILLION)

TABLE 147 SOUTH AFRICA AI IN DIGITAL MINING MARKET, BY TYPE, 2019-2028 (USD MILLION)

TABLE 148 SOUTH AFRICA SPATIAL IN DIGITAL MINING MARKET, BY TYPE, 2019-2028 (USD MILLION)

TABLE 149 SOUTH AFRICA GEOGRAPHIC INFORMATION SYSTEMS IN DIGITAL MINING MARKET, BY TYPE, 2019-2028 (USD MILLION)

TABLE 150 SOUTH AFRICA AUTOMATED DRONES IN DIGITAL MINING MARKET, BY TYPE, 2019-2028 (USD MILLION)

TABLE 151 SOUTH AFRICA DIGITAL MINING MARKET, BY APPLICATION, 2019-2028 (USD MILLION)

TABLE 152 SOUTH AFRICA FRONTLINE MOBILITY SOLUTIONS IN DIGITAL MINING MARKET, BY TECHNOLOGY, 2019-2028 (USD MILLION)

TABLE 153 SOUTH AFRICA AI IN FRONTLINE MOBILITY SOLUTIONS IN DIGITAL MINING MARKET, BY TYPE, 2019-2028 (USD MILLION)

TABLE 154 SOUTH AFRICA SPATIAL IN FRONTLINE MOBILITY SOLUTIONS IN DIGITAL MINING MARKET, BY TYPE, 2019-2028 (USD MILLION)

TABLE 155 SOUTH AFRICA GEOGRAPHIC INFORMATION SYSTEMS IN FRONTLINE MOBILITY SOLUTIONS IN DIGITAL MINING MARKET, BY TYPE, 2019-2028 (USD MILLION)

TABLE 156 SOUTH AFRICA AUTOMATED DRONES IN FRONTLINE MOBILITY SOLUTIONS IN DIGITAL MINING MARKET, BY TYPE, 2019-2028 (USD MILLION)

TABLE 157 SOUTH AFRICA MAINTENANCE PLANNING IN DIGITAL MINING MARKET, BY TECHNOLOGY, 2019-2028 (USD MILLION)

TABLE 158 SOUTH AFRICA AI IN MAINTENANCE PLANNING IN DIGITAL MINING MARKET, BY TYPE, 2019-2028 (USD MILLION)

TABLE 159 SOUTH AFRICA SPATIAL IN MAINTENANCE PLANNING IN DIGITAL MINING MARKET, BY TYPE, 2019-2028 (USD MILLION)

TABLE 160 SOUTH AFRICA GEOGRAPHIC INFORMATION SYSTEMS IN MAINTENANCE PLANNING IN DIGITAL MINING MARKET, BY TYPE, 2019-2028 (USD MILLION)

TABLE 161 SOUTH AFRICA AUTOMATED DRONES IN MAINTENANCE PLANNING IN DIGITAL MINING MARKET, BY TYPE, 2019-2028 (USD MILLION)

TABLE 162 SOUTH AFRICA GEO-FENCING SAFETY IN DIGITAL MINING MARKET, BY TECHNOLOGY, 2019-2028 (USD MILLION)

TABLE 163 SOUTH AFRICA AI IN GEO-FENCING SAFETY IN DIGITAL MINING MARKET, BY TYPE, 2019-2028 (USD MILLION)

TABLE 164 SOUTH AFRICA SPATIAL IN GEO-FENCING SAFETY IN DIGITAL MINING MARKET, BY TYPE, 2019-2028 (USD MILLION)

TABLE 165 SOUTH AFRICA GEOGRAPHIC INFORMATION SYSTEMS IN GEO-FENCING SAFETY IN DIGITAL MINING MARKET, BY TYPE, 2019-2028 (USD MILLION)

TABLE 166 SOUTH AFRICA AUTOMATED DRONES IN GEO-FENCING SAFETY IN DIGITAL MINING MARKET, BY TYPE, 2019-2028 (USD MILLION)

TABLE 167 ISRAEL DIGITAL MINING MARKET, BY TYPE, 2019-2028 (USD MILLION)

TABLE 168 ISRAEL DIGITAL MINING MARKET, BY COMPONENTS, 2019-2028 (USD MILLION)

TABLE 169 ISRAEL DIGITAL MINING MARKET, BY METAL TYPE, 2019-2028 (USD MILLION)

TABLE 170 ISRAEL DIGITAL MINING MARKET, BY MINING TYPE, 2019-2028 (USD MILLION)

TABLE 171 ISRAEL SURFACE MINING IN DIGITAL MINING MARKET, BY TYPE, 2019-2028 (USD MILLION)

TABLE 172 ISRAEL UNDERGROUND MINING IN DIGITAL MINING MARKET, BY TYPE, 2019-2028 (USD MILLION)

TABLE 173 ISRAEL DIGITAL MINING MARKET, BY TECHNOLOGY, 2019-2028 (USD MILLION)

TABLE 174 ISRAEL AI IN DIGITAL MINING MARKET, BY TYPE, 2019-2028 (USD MILLION)

TABLE 175 ISRAEL SPATIAL IN DIGITAL MINING MARKET, BY TYPE, 2019-2028 (USD MILLION)

TABLE 176 ISRAEL GEOGRAPHIC INFORMATION SYSTEMS IN DIGITAL MINING MARKET, BY TYPE, 2019-2028 (USD MILLION)

TABLE 177 ISRAEL AUTOMATED DRONES IN DIGITAL MINING MARKET, BY TYPE, 2019-2028 (USD MILLION)

TABLE 178 ISRAEL DIGITAL MINING MARKET, BY APPLICATION, 2019-2028 (USD MILLION)

TABLE 179 ISRAEL FRONTLINE MOBILITY SOLUTIONS IN DIGITAL MINING MARKET, BY TECHNOLOGY, 2019-2028 (USD MILLION)

TABLE 180 ISRAEL AI IN FRONTLINE MOBILITY SOLUTIONS IN DIGITAL MINING MARKET, BY TYPE, 2019-2028 (USD MILLION)

TABLE 181 ISRAEL SPATIAL IN FRONTLINE MOBILITY SOLUTIONS IN DIGITAL MINING MARKET, BY TYPE, 2019-2028 (USD MILLION)

TABLE 182 ISRAEL GEOGRAPHIC INFORMATION SYSTEMS IN FRONTLINE MOBILITY SOLUTIONS IN DIGITAL MINING MARKET, BY TYPE, 2019-2028 (USD MILLION)

TABLE 183 ISRAEL AUTOMATED DRONES IN FRONTLINE MOBILITY SOLUTIONS IN DIGITAL MINING MARKET, BY TYPE, 2019-2028 (USD MILLION)

TABLE 184 ISRAEL MAINTENANCE PLANNING IN DIGITAL MINING MARKET, BY TECHNOLOGY, 2019-2028 (USD MILLION)

TABLE 185 ISRAEL AI IN MAINTENANCE PLANNING IN DIGITAL MINING MARKET, BY TYPE, 2019-2028 (USD MILLION)

TABLE 186 ISRAEL SPATIAL IN MAINTENANCE PLANNING IN DIGITAL MINING MARKET, BY TYPE, 2019-2028 (USD MILLION)

TABLE 187 ISRAEL GEOGRAPHIC INFORMATION SYSTEMS IN MAINTENANCE PLANNING IN DIGITAL MINING MARKET, BY TYPE, 2019-2028 (USD MILLION)

TABLE 188 ISRAEL AUTOMATED DRONES IN MAINTENANCE PLANNING IN DIGITAL MINING MARKET, BY TYPE, 2019-2028 (USD MILLION)

TABLE 189 ISRAEL GEO-FENCING SAFETY IN DIGITAL MINING MARKET, BY TECHNOLOGY, 2019-2028 (USD MILLION)

TABLE 190 ISRAEL AI IN GEO-FENCING SAFETY IN DIGITAL MINING MARKET, BY TYPE, 2019-2028 (USD MILLION)

TABLE 191 ISRAEL SPATIAL IN GEO-FENCING SAFETY IN DIGITAL MINING MARKET, BY TYPE, 2019-2028 (USD MILLION)

TABLE 192 ISRAEL GEOGRAPHIC INFORMATION SYSTEMS IN GEO-FENCING SAFETY IN DIGITAL MINING MARKET, BY TYPE, 2019-2028 (USD MILLION)

TABLE 193 ISRAEL AUTOMATED DRONES IN GEO-FENCING SAFETY IN DIGITAL MINING MARKET, BY TYPE, 2019-2028 (USD MILLION)

TABLE 194 EGYPT DIGITAL MINING MARKET, BY TYPE, 2019-2028 (USD MILLION)

TABLE 195 EGYPT DIGITAL MINING MARKET, BY COMPONENTS, 2019-2028 (USD MILLION)

TABLE 196 EGYPT DIGITAL MINING MARKET, BY METAL TYPE, 2019-2028 (USD MILLION)

TABLE 197 EGYPT DIGITAL MINING MARKET, BY MINING TYPE, 2019-2028 (USD MILLION)

TABLE 198 EGYPT SURFACE MINING IN DIGITAL MINING MARKET, BY TYPE, 2019-2028 (USD MILLION)

TABLE 199 EGYPT UNDERGROUND MINING IN DIGITAL MINING MARKET, BY TYPE, 2019-2028 (USD MILLION)

TABLE 200 EGYPT DIGITAL MINING MARKET, BY TECHNOLOGY, 2019-2028 (USD MILLION)

TABLE 201 EGYPT AI IN DIGITAL MINING MARKET, BY TYPE, 2019-2028 (USD MILLION)

TABLE 202 EGYPT SPATIAL IN DIGITAL MINING MARKET, BY TYPE, 2019-2028 (USD MILLION)

TABLE 203 EGYPT GEOGRAPHIC INFORMATION SYSTEMS IN DIGITAL MINING MARKET, BY TYPE, 2019-2028 (USD MILLION)

TABLE 204 EGYPT AUTOMATED DRONES IN DIGITAL MINING MARKET, BY TYPE, 2019-2028 (USD MILLION)

TABLE 205 EGYPT DIGITAL MINING MARKET, BY APPLICATION, 2019-2028 (USD MILLION)

TABLE 206 EGYPT FRONTLINE MOBILITY SOLUTIONS IN DIGITAL MINING MARKET, BY TECHNOLOGY, 2019-2028 (USD MILLION)

TABLE 207 EGYPT AI IN FRONTLINE MOBILITY SOLUTIONS IN DIGITAL MINING MARKET, BY TYPE, 2019-2028 (USD MILLION)

TABLE 208 EGYPT SPATIAL IN FRONTLINE MOBILITY SOLUTIONS IN DIGITAL MINING MARKET, BY TYPE, 2019-2028 (USD MILLION)

TABLE 209 EGYPT GEOGRAPHIC INFORMATION SYSTEMS IN FRONTLINE MOBILITY SOLUTIONS IN DIGITAL MINING MARKET, BY TYPE, 2019-2028 (USD MILLION)

TABLE 210 EGYPT AUTOMATED DRONES IN FRONTLINE MOBILITY SOLUTIONS IN DIGITAL MINING MARKET, BY TYPE, 2019-2028 (USD MILLION)

TABLE 211 EGYPT MAINTENANCE PLANNING IN DIGITAL MINING MARKET, BY TECHNOLOGY, 2019-2028 (USD MILLION)

TABLE 212 EGYPT AI IN MAINTENANCE PLANNING IN DIGITAL MINING MARKET, BY TYPE, 2019-2028 (USD MILLION)

TABLE 213 EGYPT SPATIAL IN MAINTENANCE PLANNING IN DIGITAL MINING MARKET, BY TYPE, 2019-2028 (USD MILLION)

TABLE 214 EGYPT GEOGRAPHIC INFORMATION SYSTEMS IN MAINTENANCE PLANNING IN DIGITAL MINING MARKET, BY TYPE, 2019-2028 (USD MILLION)

TABLE 215 EGYPT AUTOMATED DRONES IN MAINTENANCE PLANNING IN DIGITAL MINING MARKET, BY TYPE, 2019-2028 (USD MILLION)

TABLE 216 EGYPT GEO-FENCING SAFETY IN DIGITAL MINING MARKET, BY TECHNOLOGY, 2019-2028 (USD MILLION)

TABLE 217 EGYPT AI IN GEO-FENCING SAFETY IN DIGITAL MINING MARKET, BY TYPE, 2019-2028 (USD MILLION)

TABLE 218 EGYPT SPATIAL IN GEO-FENCING SAFETY IN DIGITAL MINING MARKET, BY TYPE, 2019-2028 (USD MILLION)

TABLE 219 EGYPT GEOGRAPHIC INFORMATION SYSTEMS IN GEO-FENCING SAFETY IN DIGITAL MINING MARKET, BY TYPE, 2019-2028 (USD MILLION)

TABLE 220 EGYPT AUTOMATED DRONES IN GEO-FENCING SAFETY IN DIGITAL MINING MARKET, BY TYPE, 2019-2028 (USD MILLION)

TABLE 221 REST OF MIDDLE EAST AND AFRICA DIGITAL MINING MARKET, BY TYPE, 2019-2028 (USD MILLION)

List of Figure

FIGURE 1 MIDDLE EAST AND AFRICA DIGITAL MINING MARKET: SEGMENTATION

FIGURE 2 MIDDLE EAST AND AFRICA DIGITAL MINING MARKET: DATA TRIANGULATION

FIGURE 3 MIDDLE EAST AND AFRICA DIGITAL MINING MARKET: DROC ANALYSIS

FIGURE 4 MIDDLE EAST AND AFRICA DIGITAL MINING MARKET: MIDDLE EAST AND AFRICA VS REGIONAL MARKET ANALYSIS

FIGURE 5 MIDDLE EAST AND AFRICA DIGITAL MINING MARKET: COMPANY RESEARCH ANALYSIS

FIGURE 6 MIDDLE EAST AND AFRICA DIGITAL MINING MARKET: INTERVIEW DEMOGRAPHICS

FIGURE 7 MIDDLE EAST AND AFRICA DIGITAL MINING MARKET: DBMR MARKET POSITION GRID

FIGURE 8 MIDDLE EAST AND AFRICA DIGITAL MINING MARKET: VENDOR SHARE ANALYSIS

FIGURE 9 MIDDLE EAST AND AFRICA DIGITAL MINING MARKET: MARKET APPLICATION COVERAGE GRID

FIGURE 10 MIDDLE EAST AND AFRICA DIGITAL MINING MARKET: SEGMENTATION

FIGURE 11 INCREASING SAFETY CONCERNS ASSOCIATED WITH MINE & LABORERS IS EXPECTED TO DRIVE MIDDLE EAST AND AFRICA DIGITAL MINING MARKET IN THE FORECAST PERIOD OF 2021 TO 2028

FIGURE 12 SOLUTIONS SEGMENT IS EXPECTED TO ACCOUNT FOR THE LARGEST SHARE OF MIDDLE EAST AND AFRICA DIGITAL MINING MARKET IN 2021 & 2028

FIGURE 13 DRIVERS, RESTRAINTS, OPPORTUNITIES AND CHALLENGES OF MIDDLE EAST AND AFRICA DIGITAL MINING MARKET

FIGURE 14 NUMBER OF COAL MINING FATALITIES IN THE U.S., FROM 2015 TO 2020

FIGURE 15 SIZE OF THE IOT MARKET WORLDWIDE FROM 2017 TO 2019, FORECAST FOR 2020-2025

FIGURE 16 MIDDLE EAST AND AFRICA DIGITAL MINING MARKET: BY TYPE, 2020

FIGURE 17 MIDDLE EAST AND AFRICA DIGITAL MINING MARKET: BY COMPONENTS, 2020

FIGURE 18 MIDDLE EAST AND AFRICA DIGITAL MINING MARKET: BY METAL TYPE, 2020

FIGURE 19 MIDDLE EAST AND AFRICA DIGITAL MINING MARKET: BY MINING TYPE, 2020

FIGURE 20 MIDDLE EAST AND AFRICA DIGITAL MINING MARKET: BY TECHNOLOGY, 2020

FIGURE 21 MIDDLE EAST AND AFRICA DIGITAL MINING MARKET: BY APPLICATION, 2020

FIGURE 22 MIDDLE EAST AND AFRICA DIGITAL MINING MARKET: SNAPSHOT (2020)

FIGURE 23 MIDDLE EAST AND AFRICA DIGITAL MINING MARKET: BY COUNTRY (2020)

FIGURE 24 MIDDLE EAST AND AFRICA DIGITAL MINING MARKET: BY COUNTRY (2021-2028)

FIGURE 25 MIDDLE EAST AND AFRICA DIGITAL MINING MARKET: BY COUNTRY (2019-2028)

FIGURE 26 MIDDLE EAST AND AFRICA DIGITAL MINING MARKET: BY TYPE (2021-2028)

FIGURE 27 MIDDLE EAST AND AFRICA DIGITAL MINING MARKET: COMPANY SHARE 2020 (%)

View Infographics

FIGURE 1 MIDDLE EAST AND AFRICA DIGITAL MINING MARKET: SEGMENTATION

FIGURE 2 MIDDLE EAST AND AFRICA DIGITAL MINING MARKET: DATA TRIANGULATION

FIGURE 3 MIDDLE EAST AND AFRICA DIGITAL MINING MARKET: DROC ANALYSIS

FIGURE 4 MIDDLE EAST AND AFRICA DIGITAL MINING MARKET: MIDDLE EAST AND AFRICA VS REGIONAL MARKET ANALYSIS

FIGURE 5 MIDDLE EAST AND AFRICA DIGITAL MINING MARKET: COMPANY RESEARCH ANALYSIS

FIGURE 6 MIDDLE EAST AND AFRICA DIGITAL MINING MARKET: INTERVIEW DEMOGRAPHICS

FIGURE 7 MIDDLE EAST AND AFRICA DIGITAL MINING MARKET: DBMR MARKET POSITION GRID

FIGURE 8 MIDDLE EAST AND AFRICA DIGITAL MINING MARKET: VENDOR SHARE ANALYSIS

FIGURE 9 MIDDLE EAST AND AFRICA DIGITAL MINING MARKET: MARKET APPLICATION COVERAGE GRID

FIGURE 10 MIDDLE EAST AND AFRICA DIGITAL MINING MARKET: SEGMENTATION

FIGURE 11 INCREASING SAFETY CONCERNS ASSOCIATED WITH MINE & LABORERS IS EXPECTED TO DRIVE MIDDLE EAST AND AFRICA DIGITAL MINING MARKET IN THE FORECAST PERIOD OF 2021 TO 2028

FIGURE 12 SOLUTIONS SEGMENT IS EXPECTED TO ACCOUNT FOR THE LARGEST SHARE OF MIDDLE EAST AND AFRICA DIGITAL MINING MARKET IN 2021 & 2028

FIGURE 13 DRIVERS, RESTRAINTS, OPPORTUNITIES AND CHALLENGES OF MIDDLE EAST AND AFRICA DIGITAL MINING MARKET

FIGURE 14 NUMBER OF COAL MINING FATALITIES IN THE U.S., FROM 2015 TO 2020

FIGURE 15 SIZE OF THE IOT MARKET WORLDWIDE FROM 2017 TO 2019, FORECAST FOR 2020-2025

FIGURE 16 MIDDLE EAST AND AFRICA DIGITAL MINING MARKET: BY TYPE, 2020

FIGURE 17 MIDDLE EAST AND AFRICA DIGITAL MINING MARKET: BY COMPONENTS, 2020

FIGURE 18 MIDDLE EAST AND AFRICA DIGITAL MINING MARKET: BY METAL TYPE, 2020

FIGURE 19 MIDDLE EAST AND AFRICA DIGITAL MINING MARKET: BY MINING TYPE, 2020

FIGURE 20 MIDDLE EAST AND AFRICA DIGITAL MINING MARKET: BY TECHNOLOGY, 2020

FIGURE 21 MIDDLE EAST AND AFRICA DIGITAL MINING MARKET: BY APPLICATION, 2020

FIGURE 22 MIDDLE EAST AND AFRICA DIGITAL MINING MARKET: SNAPSHOT (2020)

FIGURE 23 MIDDLE EAST AND AFRICA DIGITAL MINING MARKET: BY COUNTRY (2020)

FIGURE 24 MIDDLE EAST AND AFRICA DIGITAL MINING MARKET: BY COUNTRY (2021-2028)

FIGURE 25 MIDDLE EAST AND AFRICA DIGITAL MINING MARKET: BY COUNTRY (2019-2028)

FIGURE 26 MIDDLE EAST AND AFRICA DIGITAL MINING MARKET: BY TYPE (2021-2028)

FIGURE 27 MIDDLE EAST AND AFRICA DIGITAL MINING MARKET: COMPANY SHARE 2020 (%)

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