>中东和非洲数字采矿市场，按类型（解决方案和服务）、组件（智能传感器、自主操作、3D 打印、联网工人、远程运营中心、资产网络安全、集成平台和高级分析）、金属类型（铁和铁合金、有色金属和贵金属）、采矿类型（露天采矿和地下采矿）、技术（自动化和机器人、物联网 (IoT)、大数据、零售时间分析、人工智能、空间、地理、信息系统、自动无人机、网络安全、区块链等）、应用（维护计划、前线移动解决方案、地理围栏安全等）、国家（阿联酋、沙特阿拉伯、埃及、以色列、南非和中东和非洲其他地区）行业趋势和预测到 2028 年
市场分析和洞察：中东和非洲数字采矿市场
预计数字采矿市场将在 2021 年至 2028 年的预测期内实现市场增长。Data Bridge Market Research 分析，在 2021 年至 2028 年的预测期内，该市场的复合年增长率为 12.6%，预计到 2028 年将达到 1152 万美元。采矿业对实时分析的需求日益增长，是数字采矿市场增长的主要因素。
数字采矿是指以数字化方式开展采矿活动。它包括各种解决方案和服务，旨在优化和管理采矿作业和生产活动。数字采矿有助于实现各种采矿活动的自动化，例如记录管理、数据存储、监控，并简化生产活动、供应链管理、资产管理、风险管理等。
由于事故和死亡人数不断增加，制造商开始关注安全问题，因此通过数字采矿实施和安装各种安全措施，以确保工人、矿山工厂和环境的安全，从而推动数字采矿市场的增长。数字采矿需要高昂的实施成本，中小企业几乎无法承担其业务线，这限制了数字采矿市场的增长。物联网的出现创造了采用数字采矿的需求，这是数字采矿市场增长的一个机会。由于技术和创新的不断发展，各国面临着技术熟练劳动力的问题，因此在缺乏技术专业知识的情况下采用数字采矿对数字采矿市场的增长是一个挑战。
本数字采矿市场报告提供了市场份额、新发展和产品渠道分析、国内和本地市场参与者的影响的详细信息，分析了新兴收入领域、市场法规变化、产品审批、战略决策、产品发布、地域扩张和市场技术创新方面的机会。要了解分析和数字采矿市场情景，请联系 Data Bridge Market Research 获取分析师简报，我们的团队将帮助您创建收入影响解决方案以实现您的预期目标。
数字采矿市场范围和市场规模
数字采矿市场根据类型、组件、金属类型、采矿类型、技术和应用进行细分。细分市场之间的增长有助于您分析利基增长领域和进入市场的策略，并确定您的核心应用领域和目标市场的差异。
- 根据类型，数字采矿市场分为解决方案和服务。2021 年，解决方案部门在市场上占据了更大的份额，原因是对收集实时数据进行有效决策的需求激增、能够更好地管理整个采矿作业、迫切需要提高危险区域工人的安全性、整个采矿行业正在进行数字化转型以及提高公司的绩效和生产力。
- 根据组成部分，数字采矿市场细分为联网工人、远程运营中心、自主运营、集成平台、智能传感器、资产网络安全、高级分析和 3D 打印。2021 年，联网工人细分市场占据了市场的最大份额，这归功于其实时传达任务、工作计划和进度报告的数据。
- 根据金属类型，数字采矿市场细分为铁和铁合金、有色金属和贵金属。2021 年，铁和铁合金部分在市场上占有最大份额，因为铁和铁合金如今占了整体金属的很大一部分，因为贱金属是铁，还包括碳钢、合金钢等。
- 根据采矿类型，数字采矿市场细分为露天采矿和地下采矿。2021 年，露天采矿领域占据市场主导地位，因为与地下采矿相比，露天采矿具有多项优势，例如成本效益高、可回收更多资源（通常在采矿挖掘中可回收高达 100%）、更安全，并且可以使用更大规模的采矿设备，从而提供更高的生产率。
- 根据技术，数字采矿市场细分为自动化和机器人技术、物联网 (IoT)、大数据、零售时间分析、人工智能、空间、地理信息系统、自动无人机、网络安全、区块链等。2021 年，自动化和机器人技术占据了市场的最大份额，因为自动化和机器人技术在采矿过程中发挥着重要作用，可以加快生产速度、提高安全性并降低成本。
- 根据应用，数字采矿市场细分为维护规划、前线移动解决方案、地理围栏安全等。2021 年，前线移动解决方案部分占据了市场的主要份额，这是因为该解决方案被广泛采用，使前线工人和主管能够在艰苦的采矿条件下安全地工作，并部署技术以提高员工安全、绩效管理和可见性——尤其是在地下。
数字采矿市场国家层面分析
对数字采矿市场进行分析，并按国家、类型、采矿类型、金属类型、组件、技术和应用提供市场规模信息。
中东和非洲数字采矿市场报告涵盖的国家包括阿联酋、沙特阿拉伯、埃及、以色列、南非以及中东和非洲其他地区。
阿联酋凭借其对采矿业数字化的高度关注、政府在技术采用方面的大力支持等因素，在数字采矿市场占据主导地位。
报告的国家部分还提供了影响单个市场因素和国内市场监管变化，这些因素和变化影响了市场的当前和未来趋势。新销售、替代销售、国家人口统计、监管法案和进出口关税等数据点是用于预测单个国家市场情景的一些主要指标。此外，在提供国家数据的预测分析时，还考虑了中东和非洲品牌的存在和可用性以及它们因来自本地和国内品牌的激烈或稀少的竞争而面临的挑战、销售渠道的影响。
数字采矿需求不断增长
数字采矿市场还为您提供每个国家行业增长的详细市场分析，包括销售额、零部件销售额、数字采矿技术发展的影响以及监管环境的变化及其对数字采矿市场的支持。数据涵盖 2010 年至 2019 年的历史时期。
竞争格局和数字采矿市场份额分析
数字采矿市场竞争格局按竞争对手提供详细信息。详细信息包括公司概况、公司财务状况、产生的收入、市场潜力、研发投资、新市场计划、全球影响力、生产基地和设施、公司优势和劣势、产品发布、产品试验渠道、产品批准、专利、产品宽度和广度、应用主导地位、技术生命线曲线。以上提供的数据点仅与公司对数字采矿市场的关注有关。
报告中涉及的主要参与者包括 ABB、西门子、罗克韦尔自动化公司、SAP SE、Wipro Limited、Wencomine（日立建机株式会社的子公司）、思科系统公司、卡特彼勒、通用电气、山特维克 AB、HEXAGON（HEXAGON 的子公司）、IBM 公司、Hatch Ltd.、Wabtec Corporation、小松矿业公司（小松株式会社的子公司）、埃森哲、Trimble Inc.、施耐德电气、BENTLEY SYSTEMS, INCORPORATED 和 Tech Mahindra Limited 等。DBMR 分析师了解竞争优势并为每个竞争对手分别提供竞争分析。
世界各地的公司也发起了许多产品开发，这也加速了数字采矿市场的增长。
例如，
- 2020 年 6 月，Wencomine 与 Oxbotica 达成合作伙伴关系并签署了谅解备忘录 (MOU)，以开发用于采矿的开放式自动驾驶解决方案。这个新的联合平台将允许客户选择许多基于开放标准的车辆并将其集成到现有运营中。这将有助于公司增强其产品并在市场上发展。
合作、合资和其他战略通过扩大覆盖范围和存在感来提高公司的市场份额。它还有利于组织通过扩大规模来改善其数字采矿服务。
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目录
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
表格列表
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)
图片列表
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 (%)
研究方法
Data collection and base year analysis are done using data collection modules with large sample sizes. The stage includes obtaining market information or related data through various sources and strategies. It includes examining and planning all the data acquired from the past in advance. It likewise envelops the examination of information inconsistencies seen across different information sources. The market data is analysed and estimated using market statistical and coherent models. Also, market share analysis and key trend analysis are the major success factors in the market report. To know more, please request an analyst call or drop down your inquiry.
The key research methodology used by DBMR research team is data triangulation which involves data mining, analysis of the impact of data variables on the market and primary (industry expert) validation. Data models include Vendor Positioning Grid, Market Time Line Analysis, Market Overview and Guide, Company Positioning Grid, Patent Analysis, Pricing Analysis, Company Market Share Analysis, Standards of Measurement, Global versus Regional and Vendor Share Analysis. To know more about the research methodology, drop in an inquiry to speak to our industry experts.
可定制
Data Bridge Market Research is a leader in advanced formative research. We take pride in servicing our existing and new customers with data and analysis that match and suits their goal. The report can be customized to include price trend analysis of target brands understanding the market for additional countries (ask for the list of countries), clinical trial results data, literature review, refurbished market and product base analysis. Market analysis of target competitors can be analyzed from technology-based analysis to market portfolio strategies. We can add as many competitors that you require data about in the format and data style you are looking for. Our team of analysts can also provide you data in crude raw excel files pivot tables (Fact book) or can assist you in creating presentations from the data sets available in the report.
