Table of Content
1 INTRODUCTION
1.1 OBJECTIVES OF THE STUDY
1.2 MARKET DEFINITION
1.3 OVERVIEW OF MIDDLE EAST AND AFRICA DIGITAL FARMING SOFTWARE 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 COMPONENT TIMELINE CURVE
2.1 MARKET APPLICATION COVERAGE GRID
2.11 SECONDARY SOURCES
2.12 ASSUMPTIONS
3 EXECUTIVE SUMMARY
4 PREMIUM INSIGHTS
5 MARKET OVERVIEW
5.1 DRIVERS
5.1.1 INCREASING ADOPTION OF DIGITAL FARMING SOFTWARE
5.1.2 INCREASING AWARENESS FOR WEATHER TRACKING & FORECASTING
5.1.3 GOVERNMENT’S INITIATIVES TO ADOPT MODERN AGRICULTURAL TECHNIQUES
5.1.4 INCREASING UTILIZATION OF SMART FARMING
5.1.5 GROWING ADOPTION OF ADVANCED TECHNOLOGY
5.2 RESTRAINTS
5.2.1 LACK OF ADOPTION RATE
5.2.2 HIGH INITIAL CAPITAL INVESTMENT
5.2.3 LACK OF AWARENESS REGARDING DIGITAL FARMING
5.3 OPPORTUNITIES
5.3.1 EMERGENCE OF IOT IN AGRICULTURAL OPERATIONS
5.3.2 GROWING USAGE OF SMARTPHONES
5.3.3 EMERGENCE OF AGRICULTURE 4.0
5.3.4 RAPID DIGITALIZATION IN THE AGRICULTURAL SECTOR
5.4 CHALLENGES
5.4.1 DEARTH OF TECHNICAL EXPERTISE
5.4.2 LACK OF STANDARDIZATION
5.4.3 UNCERTAINTY TO SHARE INTERNAL FARM DATA WITH COMPANIES
6 COVID-19 IMPACT ON MIDDLE EAST AND AFRICA DIGITAL FARMING SOFTWARE 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 FARMING SOFTWARE MARKET, BY COMPONENT
7.1 OVERVIEW
7.2 SOFTWARE
7.2.1 CLOUD
7.2.2 LOCAL/WEB BASED
7.3 SERVICES
7.3.1 MANAGED SERVICES
7.3.1.1 FARM OPERATION SERVICES
7.3.1.2 DATA SERVICES
7.3.1.3 ANALYTICS SERVICES
7.3.2 PROFESSIONAL SERVICES
7.3.2.1 CONSULTING
7.3.2.2 DEPLOYMENT AND INTEGRATION
7.3.2.3 SUPPORT AND MAINTENANCE
8 MIDDLE EAST AND AFRICA DIGITAL FARMING SOFTWARE MARKET, BY TECHNOLOGY
8.1 OVERVIEW
8.2 REMOTE SENSING
8.2.1 HANDHELD OR GROUND-BASED SENSING
8.2.2 SATELLITE OR AERIAL SENSING
8.3 GUIDANCE TECHNOLOGY
8.3.1 MIDDLE EAST AND AFRICA POSITIONING SYSTEM (GPS)/ MIDDLE EAST AND AFRICA SATELLITE NAVIGATION SYSTEM (GNSS)
8.3.2 MIDDLE EAST AND AFRICA INFORMATION SYSTEM (GIS)
8.4 WIRELESS CONNECTIVITY
8.4.1 CELLULAR
8.4.2 BLUETOOTH
8.4.3 WI-FI
8.4.4 ZIGBEE
8.4.5 LORA
8.4.6 OTHERS
8.5 VARIABLE RATE TECHNOLOGY
8.5.1 MAP-BASED VRT
8.5.2 SENSOR-BASED VRT
8.6 MACHINE LEARNING
8.7 OTHERS
9 MIDDLE EAST AND AFRICA DIGITAL FARMING SOFTWARE MARKET, BY APPLICATION
9.1 OVERVIEW
9.2 PRECISION FARMING
9.2.1 BY TYPE
9.2.1.1 Yield Monitoring
9.2.1.1.1 ON FARM
9.2.1.1.2 OFF FARM
9.2.1.2 field mapping
9.2.1.3 Crop and Soil Monitoring
9.2.1.4 Crop Scouting
9.2.1.5 Weather Tracking and Forecasting
9.2.1.6 irrigation management
9.2.1.7 OTHERS
9.2.2 BY TECHNOLOGY
9.2.2.1 remote sensing
9.2.2.2 guidance technology
9.2.2.3 variable rate technology
9.2.2.4 machine learning
9.2.2.5 wireless connectivity
9.2.2.6 others
9.3 LIVESTOCK MONITORING
9.3.1 BY TECHNOLOGY
9.3.1.1 remote sensing
9.3.1.2 guidance technology
9.3.1.3 variable rate technology
9.3.1.4 machine learning
9.3.1.5 wireless connectivity
9.3.1.6 OTHERS
9.4 GREENHOUSE MANAGEMENT
9.4.1 BY TECHNOLOGY
9.4.1.1 remote sensing
9.4.1.2 guidance technology
9.4.1.3 variable rate technology
9.4.1.4 machine learning
9.4.1.5 wireless connectivity
9.4.1.6 OTHERS
9.5 SUPPLY CHAIN MANAGEMENT
9.5.1 BY TECHNOLOGY
9.5.1.1 remote sensing
9.5.1.2 guidance technology
9.5.1.3 variable rate technology
9.5.1.4 machine learning
9.5.1.5 wireless connectivity
9.5.1.6 OTHERS
9.6 DRONE ANALYTICS
9.6.1 BY TECHNOLOGY
9.6.1.1 remote sensing
9.6.1.2 guidance technology
9.6.1.3 variable rate technology
9.6.1.4 machine learning
9.6.1.5 wireless connectivity
9.6.1.6 OTHERS
9.7 FINANCIAL MANAGEMENT
9.7.1 BY TECHNOLOGY
9.7.1.1 remote sensing
9.7.1.2 guidance technology
9.7.1.3 variable rate technology
9.7.1.4 machine learning
9.7.1.5 wireless connectivity
9.7.1.6 OTHERS
9.8 AGRICULTURE ROBOTS
9.8.1 BY TECHNOLOGY
9.8.1.1 remote sensing
9.8.1.2 guidance technology
9.8.1.3 variable rate technology
9.8.1.4 machine learning
9.8.1.5 wireless connectivity
9.8.1.6 OTHERS
9.9 OTHERS
10 MIDDLE EAST AND AFRICA DIGITAL FARMING SOFTWARE MARKET, BY GEOGRAPHY
10.1 MIDDLE EAST AND AFRICA
10.1.1 U.A.E.
10.1.2 SAUDI ARABIA
10.1.3 EGYPT
10.1.4 ISRAEL
10.1.5 SOUTH AFRICA
10.1.6 REST OF MIDDLE EAST AND AMERICA
11 MIDDLE EAST AND AFRICA DIGITAL FARMING SOFTWARE MARKET: COMPANY LANDSCAPE
11.1 COMPANY SHARE ANALYSIS: MIDDLE EAST AND AFRICA
12 SWOT ANALYSIS
13 COMPANY SHARE ANALYSIS
13.1 BAYER AG
13.1.1 COMPANY SNAPSHOT
13.1.2 REVENUE ANALYSIS
13.1.3 COMPANY SHARE ANALYSIS
13.1.4 PRODUCT PORTFOLIO
13.1.5 RECENT DEVELOPMENTS
13.2 DEERE & COMPANY
13.2.1 COMPANY SNAPSHOT
13.2.2 REVENUE ANALYSIS
13.2.3 COMPANY SHARE ANALYSIS
13.2.4 PRODUCT PORTFOLIO
13.2.5 RECENT DEVELOPMENTS
13.3 SYNGENTA
13.3.1 COMPANY SNAPSHOT
13.3.2 COMPANY SHARE ANALYSIS
13.3.3 PRODUCT PORTFOLIO
13.3.4 RECENT DEVELOPMENTS
13.4 BASF SE
13.4.1 COMPANY SNAPSHOT
13.4.2 REVENUE ANALYSIS
13.4.3 COMPANY SHARE ANALYSIS
13.4.4 PRODUCT PORTFOLIO
13.4.5 RECENT DEVELOPMENTS
13.5 YARA
13.5.1 COMPANY SNAPSHOT
13.5.2 REVENUE ANALYSIS
13.5.3 COMPANY SHARE ANALYSIS
13.5.4 PRODUCT PORTFOLIO
13.5.5 RECENT DEVELOPMENTS
13.6 ACCENTURE
13.6.1 COMPANY SNAPSHOT
13.6.2 REVENUE ANALYSIS
13.6.3 COMPANY SHARE ANALYSIS
13.6.4 PRODUCT PORTFOLIO
13.6.5 RECENT DEVELOPMENTS
13.7 AEROVIRONMENT, INC.
13.7.1 COMPANY SNAPSHOT
13.7.2 REVENUE ANALYSIS
13.7.3 COMPANY SHARE ANALYSIS
13.7.4 PRODUCT PORTFOLIO
13.7.5 RECENT DEVELOPMENTS
13.8 AG LEADER TECHNOLOGY
13.8.1 COMPANY SNAPSHOT
13.8.2 PRODUCT PORTFOLIO
13.8.3 RECENT DEVELOPMENT
13.9 AGCO CORPORATION
13.9.1 COMPANY SNAPSHOT
13.9.2 REVENUE ANALYSIS
13.9.3 PRODUCT PORTFOLIO
13.9.4 RECENT DEVELOPMENTS
13.1 AGREMO
13.10.1 COMPANY SNAPSHOT
13.10.2 PRODUCT PORTFOLIO
13.10.3 RECENT DEVELOPMENT
13.11 BAYWA AG
13.11.1 COMPANY SNAPSHOT
13.11.2 REVENUE ANALYSIS
13.11.3 PRODUCT PORTFOLIO
13.11.4 RECENT DEVELOPMENTS
13.12 CROPX INC.
13.12.1 COMPANY SNAPSHOT
13.12.2 PRODUCT PORTFOLIO
13.12.3 RECENT DEVELOPMENTS
13.13 DJI
13.13.1 COMPANY SNAPSHOT
13.13.2 PRODUCT PORTFOLIO
13.13.3 RECENT DEVELOPMENT
13.14 DRAGONFLY IT
13.14.1 COMPANY SNAPSHOT
13.14.2 PRODUCT PORTFOLIO
13.14.3 RECENT DEVELOPMENT
13.15 EAGROOP, LDA
13.15.1 COMPANY SNAPSHOT
13.15.2 PRODUCT PORTFOLIO
13.15.3 RECENT DEVELOPMENT
13.16 EZ LAB SRL
13.16.1 COMPANY SNAPSHOT
13.16.2 PRODUCT PORTFOLIO
13.16.3 RECENT DEVELOPMENT
13.17 FARMER'S BUSINESS NETWORK, INC.
13.17.1 COMPANY SNAPSHOT
13.17.2 PRODUCT PORTFOLIO
13.17.3 RECENT DEVELOPMENT
13.18 FARMERS EDGE INC.
13.18.1 COMPANY SNAPSHOT
13.18.2 PRODUCT PORTFOLIO
13.18.3 RECENT DEVELOPMENTS
13.19 FARMFACTS GMBH
13.19.1 COMPANY SNAPSHOT
13.19.2 PRODUCT PORTFOLIO
13.19.3 RECENT DEVELOPMENT
13.2 FIELD MARGIN LTD.
13.20.1 COMPANY SNAPSHOT
13.20.2 PRODUCT PORTFOLIO
13.20.3 RECENT DEVELOPMENTS
13.21 GAMAYA
13.21.1 COMPANY SNAPSHOT
13.21.2 PRODUCT PORTFOLIO
13.21.3 RECENT DEVELOPMENTS
13.22 GRANULAR, INC. (A SUBSIDIARY OF CORTEVA)
13.22.1 COMPANY SNAPSHOT
13.22.2 REVENUE ANALYSIS
13.22.3 PRODUCT PORTFOLIO
13.22.4 RECENT DEVELOPMENTS
13.23 HEXAGON AGRICULTURE (A SUBSIDIARY OF HEXAGON)
13.23.1 COMPANY SNAPSHOT
13.23.2 REVENUE ANALYSIS
13.23.3 PRODUCT PORTFOLIO
13.23.4 RECENT DEVELOPMENTS
13.24 INFOSYS LIMITED
13.24.1 COMPANY SNAPSHOT
13.24.2 REVENUE ANALYSIS
13.24.3 PRODUCT PORTFOLIO
13.24.4 RECENT DEVELOPMENT
13.25 LUDA.FARM AB
13.25.1 COMPANY SNAPSHOT
13.25.2 PRODUCT PORTFOLIO
13.25.3 RECENT DEVELOPMENT
13.26 NETAFIM (A SUBSIDIARY OF ORBIA)
13.26.1 COMPANY SNAPSHOT
13.26.2 REVENUE ANALYSIS
13.26.3 PRODUCT PORTFOLIO
13.26.4 RECENT DEVELOPMENT
13.27 PIX4D SA
13.27.1 COMPANY SNAPSHOT
13.27.2 PRODUCT PORTFOLIO
13.27.3 RECENT DEVELOPMENT
13.28 PRECISIONHAWK, INC.
13.28.1 COMPANY SNAPSHOT
13.28.2 SOFTWARE PORTFOLIO
13.28.3 RECENT DEVELOPMENTS
13.29 RAVEN INDUSTRIES, INC.
13.29.1 COMPANY SNAPSHOT
13.29.2 REVENUE ANALYSIS
13.29.3 PRODUCT PORTFOLIO
13.29.4 RECENT DEVELOPMENTS
13.3 TOPCON
13.30.1 COMPANY SNAPSHOT
13.30.2 REVENUE ANALYSIS
13.30.3 PRODUCT PORTFOLIO
13.30.4 RECENT DEVELOPMENTS
13.31 TRIMBLE INC.
13.31.1 COMPANY SNAPSHOT
13.31.2 REVENUE ANALYSIS
13.31.3 SOLUTION PORTFOLIO
13.31.4 RECENT DEVELOPMENTS
14 QUESTIONNAIRE
15 RELATED REPORTS
List of Table
TABLE 1 MIDDLE EAST AND AFRICA DIGITAL FARMING SOFTWARE MARKET, BY COMPONENT, MARKET FORECAST 2021-2028 (USD MILLION)
TABLE 2 MIDDLE EAST AND AFRICA SOFTWARE IN DIGITAL FARMING SOFTWARE MARKET, BY REGION,2021-2028, (USD MILLION)
TABLE 3 MIDDLE EAST AND AFRICA SOFTWARE IN DIGITAL FARMING SOFTWARE MARKET, BY TYPE, 2021-2028, (USD MILLION)
TABLE 4 MIDDLE EAST AND AFRICA SERVICES IN DIGITAL FARMING SOFTWARE MARKET, BY REGION,2021-2028, (USD MILLION)
TABLE 5 MIDDLE EAST AND AFRICA SERVICES IN DIGITAL FARMING SOFTWARE MARKET, BY TYPE,2021-2028, (USD MILLION)
TABLE 6 MIDDLE EAST AND AFRICA MANAGED SERVICES IN DIGITAL FARMING SOFTWARE MARKET, BY TYPE,2021-2028, (USD MILLION)
TABLE 7 MIDDLE EAST AND AFRICA PROFESSIONAL SERVICES IN DIGITAL FARMING SOFTWARE MARKET, BY TYPE,2021-2028, (USD MILLION)
TABLE 8 MIDDLE EAST AND AFRICA DIGITAL FARMING SOFTWARE MARKET, BY TECHNOLOGY, MARKET FORECAST 2021-2028 (USD MILLION)
TABLE 9 MIDDLE EAST AND AFRICA REMOTE SENSING IN DIGITAL FARMING SOFTWARE MARKET, BY REGION,2021-2028, (USD MILLION)
TABLE 10 MIDDLE EAST AND AFRICA REMOTE SENSING IN DIGITAL FARMING SOFTWARE MARKET, BY TYPE,2021-2028, (USD MILLION)
TABLE 11 MIDDLE EAST AND AFRICA GUIDANCE TECHNOLOGY IN DIGITAL FARMING SOFTWARE MARKET, BY REGION,2021-2028, (USD MILLION)
TABLE 12 MIDDLE EAST AND AFRICA GUIDANCE TECHNOLOGY IN DIGITAL FARMING SOFTWARE MARKET, BY TYPE,2021-2028, (USD MILLION)
TABLE 13 MIDDLE EAST AND AFRICA WIRELESS CONNECTIVITY IN DIGITAL FARMING SOFTWARE MARKET, BY REGION,2021-2028, (USD MILLION)
TABLE 14 MIDDLE EAST AND AFRICA WIRELESS CONNECTIVITY IN DIGITAL FARMING SOFTWARE MARKET, BY TYPE,2021-2028, (USD MILLION)
TABLE 15 MIDDLE EAST AND AFRICA VARIABLE RATE TECHNOLOGY IN DIGITAL FARMING SOFTWARE MARKET, BY REGION,2021-2028, (USD MILLION)
TABLE 16 MIDDLE EAST AND AFRICA VARIABLE RATE TECHNOLOGY IN DIGITAL FARMING SOFTWARE MARKET, BY TYPE,2021-2028, (USD MILLION)
TABLE 17 MIDDLE EAST AND AFRICA MACHINE LEARNING IN DIGITAL FARMING SOFTWARE MARKET, BY REGION,2021-2028, (USD MILLION)
TABLE 18 MIDDLE EAST AND AFRICA OTHERS IN DIGITAL FARMING SOFTWARE MARKET, BY REGION,2021-2028, (USD MILLION)
TABLE 19 MIDDLE EAST AND AFRICA DIGITAL FARMING SOFTWARE MARKET, BY APPLICATION, MARKET FORECAST 2021-2028 (USD MILLION)
TABLE 20 MIDDLE EAST AND AFRICA PRECISION FARMING IN DIGITAL FARMING SOFTWARE MARKET, BY REGION,2021-2028, (USD MILLION)
TABLE 21 MIDDLE EAST AND AFRICA PRECISION FARMING IN DIGITAL FARMING SOFTWARE MARKET, BY TYPE,2021-2028, (USD MILLION)
TABLE 22 MIDDLE EAST AND AFRICA YIELD MONITORING IN DIGITAL FARMING SOFTWARE MARKET, BY TYPE,2021-2028, (USD MILLION)
TABLE 23 MIDDLE EAST AND AFRICA PRECISION FARMING IN DIGITAL FARMING SOFTWARE MARKET, BY TECHNOLOGY,2021-2028, (USD MILLION)
TABLE 24 MIDDLE EAST AND AFRICA LIVESTOCK MONITORING IN DIGITAL FARMING SOFTWARE MARKET, BY REGION,2021-2028, (USD MILLION)
TABLE 25 MIDDLE EAST AND AFRICA LIVESTOCK MONITORING IN DIGITAL FARMING SOFTWARE MARKET, BY TECHNOLOGY,2021-2028, (USD MILLION)
TABLE 26 MIDDLE EAST AND AFRICA GREENHOUSE MANAGEMENT IN DIGITAL FARMING SOFTWARE MARKET, BY REGION,2021-2028, (USD MILLION)
TABLE 27 MIDDLE EAST AND AFRICA GREENHOUSE MANAGEMENT IN DIGITAL FARMING SOFTWARE MARKET, BY TECHNOLOGY,2021-2028, (USD MILLION)
TABLE 28 MIDDLE EAST AND AFRICA SUPPLY CHAIN MANAGEMENT IN DIGITAL FARMING SOFTWARE MARKET, BY REGION,2021-2028, (USD MILLION)
TABLE 29 MIDDLE EAST AND AFRICA SUPPLY CHAIN MANAGEMENT IN DIGITAL FARMING SOFTWARE MARKET, BY TECHNOLOGY,2021-2028, (USD MILLION)
TABLE 30 MIDDLE EAST AND AFRICA DRONE ANALYTICS IN DIGITAL FARMING SOFTWARE MARKET, BY REGION,2021-2028, (USD MILLION)
TABLE 31 MIDDLE EAST AND AFRICA DRONE ANALYTICS IN DIGITAL FARMING SOFTWARE MARKET, BY TECHNOLOGY,2021-2028, (USD MILLION)
TABLE 32 MIDDLE EAST AND AFRICA FINANCIAL MANAGEMENT IN DIGITAL FARMING SOFTWARE MARKET, BY REGION,2021-2028, (USD MILLION)
TABLE 33 MIDDLE EAST AND AFRICA FINANCIAL MANAGEMENT IN DIGITAL FARMING SOFTWARE MARKET, BY TECHNOLOGY,2021-2028, (USD MILLION)
TABLE 34 MIDDLE EAST AND AFRICA AGRICULTURE ROBOTS IN DIGITAL FARMING SOFTWARE MARKET, BY REGION,2021-2028, (USD MILLION)
TABLE 35 MIDDLE EAST AND AFRICA AGRICULTURE ROBOTS IN DIGITAL FARMING SOFTWARE MARKET, BY TECHNOLOGY,2021-2028, (USD MILLION)
TABLE 36 MIDDLE EAST AND AFRICA OTHERS IN DIGITAL FARMING SOFTWARE MARKET, BY REGION,2021-2028, (USD MILLION)
TABLE 37 MIDDLE EAST AND AFRICA DIGITAL FARMING SOFTWARE MARKET, BY COUNTRY, 2019-2028 (USD MILLION)
TABLE 38 MIDDLE EAST AND AFRICA DIGITAL FARMING SOFTWARE MARKET, BY COMPONENT, 2019-2028 (USD MILLION)
TABLE 39 MIDDLE EAST AND AFRICA SOFTWARE IN DIGITAL FARMING SOFTWARE MARKET, BY TYPE, 2019-2028 (USD MILLION)
TABLE 40 MIDDLE EAST AND AFRICA SERVICES IN DIGITAL FARMING SOFTWARE MARKET, BY TYPE, 2019-2028 (USD MILLION)
TABLE 41 MIDDLE EAST AND AFRICA MANAGED SERVICES IN DIGITAL FARMING SOFTWARE MARKET, BY TYPE, 2019-2028 (USD MILLION)
TABLE 42 MIDDLE EAST AND AFRICA PROFESSIONAL SERVICES IN DIGITAL FARMING SOFTWARE MARKET, BY TYPE, 2019-2028 (USD MILLION)
TABLE 43 MIDDLE EAST AND AFRICA DIGITAL FARMING SOFTWARE MARKET, BY TECHNOLOGY, 2019-2028 (USD MILLION)
TABLE 44 MIDDLE EAST AND AFRICA REMOTE SENSING IN DIGITAL FARMING SOFTWARE MARKET, BY TYPE, 2019-2028 (USD MILLION)
TABLE 45 MIDDLE EAST AND AFRICA GUIDANCE TECHNOLOGY IN DIGITAL FARMING SOFTWARE MARKET, BY TYPE, 2019-2028 (USD MILLION)
TABLE 46 MIDDLE EAST AND AFRICA VARIABLE RATE TECHNOLOGY IN DIGITAL FARMING SOFTWARE MARKET, BY TYPE, 2019-2028 (USD MILLION)
TABLE 47 MIDDLE EAST AND AFRICA WIRELESS CONNECTIVITY IN DIGITAL FARMING SOFTWARE MARKET, BY TYPE, 2019-2028 (USD MILLION)
TABLE 48 MIDDLE EAST AND AFRICA DIGITAL FARMING SOFTWARE MARKET, BY APPLICATION, 2019-2028 (USD MILLION)
TABLE 49 MIDDLE EAST AND AFRICA PRECISION FARMING IN DIGITAL FARMING SOFTWARE MARKET, BY TYPE, 2019-2028 (USD MILLION)
TABLE 50 MIDDLE EAST AND AFRICA YIELD MONITORING IN DIGITAL FARMING SOFTWARE MARKET, BY TYPE, 2019-2028 (USD MILLION)
TABLE 51 MIDDLE EAST AND AFRICA PRECISION FARMING IN DIGITAL FARMING SOFTWARE MARKET, BY TECHNOLOGY, 2019-2028 (USD MILLION)
TABLE 52 MIDDLE EAST AND AFRICA LIVESTOCK MONITORING IN DIGITAL FARMING SOFTWARE MARKET, BY TECHNOLOGY, 2019-2028 (USD MILLION)
TABLE 53 MIDDLE EAST AND AFRICA GREENHOUSE MANAGEMENT IN DIGITAL FARMING SOFTWARE MARKET, BY TECHNOLOGY, 2019-2028 (USD MILLION)
TABLE 54 MIDDLE EAST AND AFRICA SUPPLY CHAIN MANAGEMENT IN DIGITAL FARMING SOFTWARE MARKET, BY TECHNOLOGY, 2019-2028 (USD MILLION)
TABLE 55 MIDDLE EAST AND AFRICA FINANCIAL MANAGEMENT IN DIGITAL FARMING SOFTWARE MARKET, BY TECHNOLOGY, 2019-2028 (USD MILLION)
TABLE 56 MIDDLE EAST AND AFRICA DRONE ANALYTICS IN DIGITAL FARMING SOFTWARE MARKET, BY TECHNOLOGY, 2019-2028 (USD MILLION)
TABLE 57 MIDDLE EAST AND AFRICA AGRICULTURE ROBOTS IN DIGITAL FARMING SOFTWARE MARKET, BY TECHNOLOGY, 2019-2028 (USD MILLION)
TABLE 58 U.A.E. DIGITAL FARMING SOFTWARE MARKET, BY COMPONENT, 2019-2028 (USD MILLION)
TABLE 59 U.A.E. SOFTWARE IN DIGITAL FARMING SOFTWARE MARKET, BY TYPE, 2019-2028 (USD MILLION)
TABLE 60 U.A.E. SERVICES IN DIGITAL FARMING SOFTWARE MARKET, BY TYPE, 2019-2028 (USD MILLION)
TABLE 61 U.A.E. MANAGED SERVICES IN DIGITAL FARMING SOFTWARE MARKET, BY TYPE, 2019-2028 (USD MILLION)
TABLE 62 U.A.E. PROFESSIONAL SERVICES IN DIGITAL FARMING SOFTWARE MARKET, BY TYPE, 2019-2028 (USD MILLION)
TABLE 63 U.A.E. DIGITAL FARMING SOFTWARE MARKET, BY TECHNOLOGY, 2019-2028 (USD MILLION)
TABLE 64 U.A.E. REMOTE SENSING IN DIGITAL FARMING SOFTWARE MARKET, BY TYPE, 2019-2028 (USD MILLION)
TABLE 65 U.A.E. GUIDANCE TECHNOLOGY IN DIGITAL FARMING SOFTWARE MARKET, BY TYPE, 2019-2028 (USD MILLION)
TABLE 66 U.A.E. VARIABLE RATE TECHNOLOGY IN DIGITAL FARMING SOFTWARE MARKET, BY TYPE, 2019-2028 (USD MILLION)
TABLE 67 U.A.E. WIRELESS CONNECTIVITY IN DIGITAL FARMING SOFTWARE MARKET, BY TYPE, 2019-2028 (USD MILLION)
TABLE 68 U.A.E. DIGITAL FARMING SOFTWARE MARKET, BY APPLICATION, 2019-2028 (USD MILLION)
TABLE 69 U.A.E. PRECISION FARMING IN DIGITAL FARMING SOFTWARE MARKET, BY TYPE, 2019-2028 (USD MILLION)
TABLE 70 U.A.E. YIELD MONITORING IN DIGITAL FARMING SOFTWARE MARKET, BY TYPE, 2019-2028 (USD MILLION)
TABLE 71 U.A.E. PRECISION FARMING IN DIGITAL FARMING SOFTWARE MARKET, BY TECHNOLOGY, 2019-2028 (USD MILLION)
TABLE 72 U.A.E. LIVESTOCK MONITORING IN DIGITAL FARMING SOFTWARE MARKET, BY TECHNOLOGY, 2019-2028 (USD MILLION)
TABLE 73 U.A.E. GREENHOUSE MANAGEMENT IN DIGITAL FARMING SOFTWARE MARKET, BY TECHNOLOGY, 2019-2028 (USD MILLION)
TABLE 74 U.A.E. SUPPLY CHAIN MANAGEMENT IN DIGITAL FARMING SOFTWARE MARKET, BY TECHNOLOGY, 2019-2028 (USD MILLION)
TABLE 75 U.A.E. FINANCIAL MANAGEMENT IN DIGITAL FARMING SOFTWARE MARKET, BY TECHNOLOGY, 2019-2028 (USD MILLION)
TABLE 76 U.A.E. DRONE ANALYTICS IN DIGITAL FARMING SOFTWARE MARKET, BY TECHNOLOGY, 2019-2028 (USD MILLION)
TABLE 77 U.A.E. AGRICULTURE ROBOTS IN DIGITAL FARMING SOFTWARE MARKET, BY TECHNOLOGY, 2019-2028 (USD MILLION)
TABLE 78 SAUDI ARABIA DIGITAL FARMING SOFTWARE MARKET, BY COMPONENT, 2019-2028 (USD MILLION)
TABLE 79 SAUDI ARABIA SOFTWARE IN DIGITAL FARMING SOFTWARE MARKET, BY TYPE, 2019-2028 (USD MILLION)
TABLE 80 SAUDI ARABIA SERVICES IN DIGITAL FARMING SOFTWARE MARKET, BY TYPE, 2019-2028 (USD MILLION)
TABLE 81 SAUDI ARABIA MANAGED SERVICES IN DIGITAL FARMING SOFTWARE MARKET, BY TYPE, 2019-2028 (USD MILLION)
TABLE 82 SAUDI ARABIA PROFESSIONAL SERVICES IN DIGITAL FARMING SOFTWARE MARKET, BY TYPE, 2019-2028 (USD MILLION)
TABLE 83 SAUDI ARABIA DIGITAL FARMING SOFTWARE MARKET, BY TECHNOLOGY, 2019-2028 (USD MILLION)
TABLE 84 SAUDI ARABIA REMOTE SENSING IN DIGITAL FARMING SOFTWARE MARKET, BY TYPE, 2019-2028 (USD MILLION)
TABLE 85 SAUDI ARABIA GUIDANCE TECHNOLOGY IN DIGITAL FARMING SOFTWARE MARKET, BY TYPE, 2019-2028 (USD MILLION)
TABLE 86 SAUDI ARABIA VARIABLE RATE TECHNOLOGY IN DIGITAL FARMING SOFTWARE MARKET, BY TYPE, 2019-2028 (USD MILLION)
TABLE 87 SAUDI ARABIA WIRELESS CONNECTIVITY IN DIGITAL FARMING SOFTWARE MARKET, BY TYPE, 2019-2028 (USD MILLION)
TABLE 88 SAUDI ARABIA DIGITAL FARMING SOFTWARE MARKET, BY APPLICATION, 2019-2028 (USD MILLION)
TABLE 89 SAUDI ARABIA PRECISION FARMING IN DIGITAL FARMING SOFTWARE MARKET, BY TYPE, 2019-2028 (USD MILLION)
TABLE 90 SAUDI ARABIA YIELD MONITORING IN DIGITAL FARMING SOFTWARE MARKET, BY TYPE, 2019-2028 (USD MILLION)
TABLE 91 SAUDI ARABIA PRECISION FARMING IN DIGITAL FARMING SOFTWARE MARKET, BY TECHNOLOGY, 2019-2028 (USD MILLION)
TABLE 92 SAUDI ARABIA LIVESTOCK MONITORING IN DIGITAL FARMING SOFTWARE MARKET, BY TECHNOLOGY, 2019-2028 (USD MILLION)
TABLE 93 SAUDI ARABIA GREENHOUSE MANAGEMENT IN DIGITAL FARMING SOFTWARE MARKET, BY TECHNOLOGY, 2019-2028 (USD MILLION)
TABLE 94 SAUDI ARABIA SUPPLY CHAIN MANAGEMENT IN DIGITAL FARMING SOFTWARE MARKET, BY TECHNOLOGY, 2019-2028 (USD MILLION)
TABLE 95 SAUDI ARABIA FINANCIAL MANAGEMENT IN DIGITAL FARMING SOFTWARE MARKET, BY TECHNOLOGY, 2019-2028 (USD MILLION)
TABLE 96 SAUDI ARABIA DRONE ANALYTICS IN DIGITAL FARMING SOFTWARE MARKET, BY TECHNOLOGY, 2019-2028 (USD MILLION)
TABLE 97 SAUDI ARABIA AGRICULTURE ROBOTS IN DIGITAL FARMING SOFTWARE MARKET, BY TECHNOLOGY, 2019-2028 (USD MILLION)
TABLE 98 EGYPT DIGITAL FARMING SOFTWARE MARKET, BY COMPONENT, 2019-2028 (USD MILLION)
TABLE 99 EGYPT SOFTWARE IN DIGITAL FARMING SOFTWARE MARKET, BY TYPE, 2019-2028 (USD MILLION)
TABLE 100 EGYPT SERVICES IN DIGITAL FARMING SOFTWARE MARKET, BY TYPE, 2019-2028 (USD MILLION)
TABLE 101 EGYPT MANAGED SERVICES IN DIGITAL FARMING SOFTWARE MARKET, BY TYPE, 2019-2028 (USD MILLION)
TABLE 102 EGYPT PROFESSIONAL SERVICES IN DIGITAL FARMING SOFTWARE MARKET, BY TYPE, 2019-2028 (USD MILLION)
TABLE 103 EGYPT DIGITAL FARMING SOFTWARE MARKET, BY TECHNOLOGY, 2019-2028 (USD MILLION)
TABLE 104 EGYPT REMOTE SENSING IN DIGITAL FARMING SOFTWARE MARKET, BY TYPE, 2019-2028 (USD MILLION)
TABLE 105 EGYPT GUIDANCE TECHNOLOGY IN DIGITAL FARMING SOFTWARE MARKET, BY TYPE, 2019-2028 (USD MILLION)
TABLE 106 EGYPT VARIABLE RATE TECHNOLOGY IN DIGITAL FARMING SOFTWARE MARKET, BY TYPE, 2019-2028 (USD MILLION)
TABLE 107 EGYPT WIRELESS CONNECTIVITY IN DIGITAL FARMING SOFTWARE MARKET, BY TYPE, 2019-2028 (USD MILLION)
TABLE 108 EGYPT DIGITAL FARMING SOFTWARE MARKET, BY APPLICATION, 2019-2028 (USD MILLION)
TABLE 109 EGYPT PRECISION FARMING IN DIGITAL FARMING SOFTWARE MARKET, BY TYPE, 2019-2028 (USD MILLION)
TABLE 110 EGYPT YIELD MONITORING IN DIGITAL FARMING SOFTWARE MARKET, BY TYPE, 2019-2028 (USD MILLION)
TABLE 111 EGYPT PRECISION FARMING IN DIGITAL FARMING SOFTWARE MARKET, BY TECHNOLOGY, 2019-2028 (USD MILLION)
TABLE 112 EGYPT LIVESTOCK MONITORING IN DIGITAL FARMING SOFTWARE MARKET, BY TECHNOLOGY, 2019-2028 (USD MILLION)
TABLE 113 EGYPT GREENHOUSE MANAGEMENT IN DIGITAL FARMING SOFTWARE MARKET, BY TECHNOLOGY, 2019-2028 (USD MILLION)
TABLE 114 EGYPT SUPPLY CHAIN MANAGEMENT IN DIGITAL FARMING SOFTWARE MARKET, BY TECHNOLOGY, 2019-2028 (USD MILLION)
TABLE 115 EGYPT FINANCIAL MANAGEMENT IN DIGITAL FARMING SOFTWARE MARKET, BY TECHNOLOGY, 2019-2028 (USD MILLION)
TABLE 116 EGYPT DRONE ANALYTICS IN DIGITAL FARMING SOFTWARE MARKET, BY TECHNOLOGY, 2019-2028 (USD MILLION)
TABLE 117 EGYPT AGRICULTURE ROBOTS IN DIGITAL FARMING SOFTWARE MARKET, BY TECHNOLOGY, 2019-2028 (USD MILLION)
TABLE 118 ISRAEL DIGITAL FARMING SOFTWARE MARKET, BY COMPONENT, 2019-2028 (USD MILLION)
TABLE 119 ISRAEL SOFTWARE IN DIGITAL FARMING SOFTWARE MARKET, BY TYPE, 2019-2028 (USD MILLION)
TABLE 120 ISRAEL SERVICES IN DIGITAL FARMING SOFTWARE MARKET, BY TYPE, 2019-2028 (USD MILLION)
TABLE 121 ISRAEL MANAGED SERVICES IN DIGITAL FARMING SOFTWARE MARKET, BY TYPE, 2019-2028 (USD MILLION)
TABLE 122 ISRAEL PROFESSIONAL SERVICES IN DIGITAL FARMING SOFTWARE MARKET, BY TYPE, 2019-2028 (USD MILLION)
TABLE 123 ISRAEL DIGITAL FARMING SOFTWARE MARKET, BY TECHNOLOGY, 2019-2028 (USD MILLION)
TABLE 124 ISRAEL REMOTE SENSING IN DIGITAL FARMING SOFTWARE MARKET, BY TYPE, 2019-2028 (USD MILLION)
TABLE 125 ISRAEL GUIDANCE TECHNOLOGY IN DIGITAL FARMING SOFTWARE MARKET, BY TYPE, 2019-2028 (USD MILLION)
TABLE 126 ISRAEL VARIABLE RATE TECHNOLOGY IN DIGITAL FARMING SOFTWARE MARKET, BY TYPE, 2019-2028 (USD MILLION)
TABLE 127 ISRAEL WIRELESS CONNECTIVITY IN DIGITAL FARMING SOFTWARE MARKET, BY TYPE, 2019-2028 (USD MILLION)
TABLE 128 ISRAEL DIGITAL FARMING SOFTWARE MARKET, BY APPLICATION, 2019-2028 (USD MILLION)
TABLE 129 ISRAEL PRECISION FARMING IN DIGITAL FARMING SOFTWARE MARKET, BY TYPE, 2019-2028 (USD MILLION)
TABLE 130 ISRAEL YIELD MONITORING IN DIGITAL FARMING SOFTWARE MARKET, BY TYPE, 2019-2028 (USD MILLION)
TABLE 131 ISRAEL PRECISION FARMING IN DIGITAL FARMING SOFTWARE MARKET, BY TECHNOLOGY, 2019-2028 (USD MILLION)
TABLE 132 ISRAEL LIVESTOCK MONITORING IN DIGITAL FARMING SOFTWARE MARKET, BY TECHNOLOGY, 2019-2028 (USD MILLION)
TABLE 133 ISRAEL GREENHOUSE MANAGEMENT IN DIGITAL FARMING SOFTWARE MARKET, BY TECHNOLOGY, 2019-2028 (USD MILLION)
TABLE 134 ISRAEL SUPPLY CHAIN MANAGEMENT IN DIGITAL FARMING SOFTWARE MARKET, BY TECHNOLOGY, 2019-2028 (USD MILLION)
TABLE 135 ISRAEL FINANCIAL MANAGEMENT IN DIGITAL FARMING SOFTWARE MARKET, BY TECHNOLOGY, 2019-2028 (USD MILLION)
TABLE 136 ISRAEL DRONE ANALYTICS IN DIGITAL FARMING SOFTWARE MARKET, BY TECHNOLOGY, 2019-2028 (USD MILLION)
TABLE 137 ISRAEL AGRICULTURE ROBOTS IN DIGITAL FARMING SOFTWARE MARKET, BY TECHNOLOGY, 2019-2028 (USD MILLION)
TABLE 138 SOUTH AFRICA DIGITAL FARMING SOFTWARE MARKET, BY COMPONENT, 2019-2028 (USD MILLION)
TABLE 139 SOUTH AFRICA SOFTWARE IN DIGITAL FARMING SOFTWARE MARKET, BY TYPE, 2019-2028 (USD MILLION)
TABLE 140 SOUTH AFRICA SERVICES IN DIGITAL FARMING SOFTWARE MARKET, BY TYPE, 2019-2028 (USD MILLION)
TABLE 141 SOUTH AFRICA MANAGED SERVICES IN DIGITAL FARMING SOFTWARE MARKET, BY TYPE, 2019-2028 (USD MILLION)
TABLE 142 SOUTH AFRICA PROFESSIONAL SERVICES IN DIGITAL FARMING SOFTWARE MARKET, BY TYPE, 2019-2028 (USD MILLION)
TABLE 143 SOUTH AFRICA DIGITAL FARMING SOFTWARE MARKET, BY TECHNOLOGY, 2019-2028 (USD MILLION)
TABLE 144 SOUTH AFRICA REMOTE SENSING IN DIGITAL FARMING SOFTWARE MARKET, BY TYPE, 2019-2028 (USD MILLION)
TABLE 145 SOUTH AFRICA GUIDANCE TECHNOLOGY IN DIGITAL FARMING SOFTWARE MARKET, BY TYPE, 2019-2028 (USD MILLION)
TABLE 146 SOUTH AFRICA VARIABLE RATE TECHNOLOGY IN DIGITAL FARMING SOFTWARE MARKET, BY TYPE, 2019-2028 (USD MILLION)
TABLE 147 SOUTH AFRICA WIRELESS CONNECTIVITY IN DIGITAL FARMING SOFTWARE MARKET, BY TYPE, 2019-2028 (USD MILLION)
TABLE 148 SOUTH AFRICA DIGITAL FARMING SOFTWARE MARKET, BY APPLICATION, 2019-2028 (USD MILLION)
TABLE 149 SOUTH AFRICA PRECISION FARMING IN DIGITAL FARMING SOFTWARE MARKET, BY TYPE, 2019-2028 (USD MILLION)
TABLE 150 SOUTH AFRICA YIELD MONITORING IN DIGITAL FARMING SOFTWARE MARKET, BY TYPE, 2019-2028 (USD MILLION)
TABLE 151 SOUTH AFRICA PRECISION FARMING IN DIGITAL FARMING SOFTWARE MARKET, BY TECHNOLOGY, 2019-2028 (USD MILLION)
TABLE 152 SOUTH AFRICA LIVESTOCK MONITORING IN DIGITAL FARMING SOFTWARE MARKET, BY TECHNOLOGY, 2019-2028 (USD MILLION)
TABLE 153 SOUTH AFRICA GREENHOUSE MANAGEMENT IN DIGITAL FARMING SOFTWARE MARKET, BY TECHNOLOGY, 2019-2028 (USD MILLION)
TABLE 154 SOUTH AFRICA SUPPLY CHAIN MANAGEMENT IN DIGITAL FARMING SOFTWARE MARKET, BY TECHNOLOGY, 2019-2028 (USD MILLION)
TABLE 155 SOUTH AFRICA FINANCIAL MANAGEMENT IN DIGITAL FARMING SOFTWARE MARKET, BY TECHNOLOGY, 2019-2028 (USD MILLION)
TABLE 156 SOUTH AFRICA DRONE ANALYTICS IN DIGITAL FARMING SOFTWARE MARKET, BY TECHNOLOGY, 2019-2028 (USD MILLION)
TABLE 157 SOUTH AFRICA AGRICULTURE ROBOTS IN DIGITAL FARMING SOFTWARE MARKET, BY TECHNOLOGY, 2019-2028 (USD MILLION)
TABLE 158 REST OF MIDDLE EAST AND AMERICA DIGITAL FARMING SOFTWARE MARKET, BY COMPONENT, 2019-2028 (USD MILLION)
List of Figure
FIGURE 1 MIDDLE EAST AND AFRICA DIGITAL FARMING SOFTWARE MARKET: SEGMENTATION
FIGURE 2 MIDDLE EAST AND AFRICA DIGITAL FARMING SOFTWARE MARKET: DATA TRIANGULATION
FIGURE 3 MIDDLE EAST AND AFRICA DIGITAL FARMING SOFTWARE MARKET: DROC ANALYSIS
FIGURE 4 MIDDLE EAST AND AFRICA DIGITAL FARMING SOFTWARE MARKET: MIDDLE EAST AND AFRICA VS REGIONAL MARKET ANALYSIS
FIGURE 5 MIDDLE EAST AND AFRICA DIGITAL FARMING SOFTWARE MARKET: COMPANY RESEARCH ANALYSIS
FIGURE 6 MIDDLE EAST AND AFRICA DIGITAL FARMING SOFTWARE MARKET: INTERVIEW DEMOGRAPHICS
FIGURE 7 MIDDLE EAST AND AFRICA DIGITAL FARMING SOFTWARE MARKET: DBMR MARKET POSITION GRID
FIGURE 8 MIDDLE EAST AND AFRICA DIGITAL FARMING SOFTWARE MARKET: VENDOR SHARE ANALYSIS
FIGURE 9 MIDDLE EAST AND AFRICA DIGITAL FARMING SOFTWARE MARKET: MARKET APPLICATION COVERAGE GRID
FIGURE 10 MIDDLE EAST AND AFRICA DIGITAL FARMING SOFTWARE MARKET: SEGMENTATION
FIGURE 11 INCREASING ADOPTION OF DIGITAL FARMING SOFTWARE IS EXPECTED TO DRIVE MIDDLE EAST AND AFRICA DIGITAL FARMING SOFTWARE MARKET IN THE FORECAST PERIOD OF 2021 TO 2028
FIGURE 12 SOFTWARE SEGMENT IS EXPECTED TO ACCOUNT FOR THE LARGEST SHARE OF MIDDLE EAST AND AFRICA DIGITAL FARMING SOFTWARE MARKET IN 2021 & 2028
FIGURE 13 DRIVERS, RESTRAINTS, OPPORTUNITIES AND CHALLENGES OF MIDDLE EAST AND AFRICA DIGITAL FARMING SOFTWARE MARKET
FIGURE 14 SIZE OF THE IOT MARKET WORLDWIDE FROM 2017 TO 2019, FORECAST FOR 2020-2025
FIGURE 15 NUMBER OF SMARTPHONE USERS WORLDWIDE, FROM 2016 TO 2020
FIGURE 16 MIDDLE EAST AND AFRICA DIGITAL FARMING SOFTWARE MARKET: BY COMPONENT, 2020
FIGURE 17 MIDDLE EAST AND AFRICA DIGITAL FARMING SOFTWARE MARKET: BY TECHNOLOGY, 2020
FIGURE 18 MIDDLE EAST AND AFRICA DIGITAL FARMING SOFTWARE MARKET: BY APPLICATION, 2020
FIGURE 19 MIDDLE EAST AND AFRICA DIGITAL FARMING SOFTWARE MARKET: SNAPSHOT (2020)
FIGURE 20 MIDDLE EAST AND AFRICA DIGITAL FARMING SOFTWARE MARKET: BY COUNTRY (2020)
FIGURE 21 MIDDLE EAST AND AFRICA DIGITAL FARMING SOFTWARE MARKET: BY COUNTRY (2019-2028)
FIGURE 22 MIDDLE EAST AND AFRICA DIGITAL FARMING SOFTWARE MARKET: BY COUNTRY (2019-2028)
FIGURE 23 MIDDLE EAST AND AFRICA DIGITAL FARMING SOFTWARE MARKET: BY TYPE (2021-2028)
FIGURE 24 MIDDLE EAST AND AFRICA DIGITAL FARMING SOFTWARE MARKET: COMPANY SHARE 2020 (%)
