>Marché des logiciels d'agriculture numérique au Moyen-Orient et en Afrique, par composant (logiciels et services), technologie (télédétection, technologie de guidage, technologie à taux variable, apprentissage automatique, connectivité sans fil et autres), application (analyse par drone, agriculture de précision, robots agricoles, surveillance du bétail, gestion des serres, gestion de la chaîne d'approvisionnement, gestion financière et autres), pays (EAU, Arabie saoudite, Égypte, Israël, Afrique du Sud et reste du Moyen-Orient et de l'Afrique) Tendances et prévisions de l'industrie jusqu'en 2028
Analyse et perspectives du marché : marché des logiciels d'agriculture numérique au Moyen-Orient et en Afrique
Le marché des logiciels agricoles numériques devrait connaître une croissance du marché au cours de la période de prévision de 2021 à 2028. Data Bridge Market Research analyse que le marché croît avec un TCAC de 5,2 % au cours de la période de prévision de 2021 à 2028 et devrait atteindre 11,52 millions USD d'ici 2028. La demande croissante de logiciels agricoles numériques constitue un facteur majeur de croissance du marché des logiciels agricoles numériques.
Les logiciels d'agriculture numérique sont des outils programmés développés pour optimiser et gérer les opérations agricoles et les activités de production. Le logiciel permet d'automatiser diverses activités agricoles telles que la gestion des dossiers, le stockage des données, la surveillance et la rationalisation des activités de production. Les logiciels d'agriculture numérique maximisent le rendement et les revenus liés aux cultures et autres en utilisant des informations basées sur les données.
La mise en œuvre de logiciels agricoles numériques rend les opérations agricoles quotidiennes plus efficaces. En outre, les agriculteurs peuvent réduire les coûts et se concentrer sur une production de qualité, ce qui augmente l'utilisation et l'adoption des logiciels agricoles numériques et constitue un facteur moteur de la croissance du marché des logiciels agricoles numériques. Le taux d'adoption des logiciels agricoles numériques est faible dans certaines régions en raison du manque de connaissances sur les avantages et des problèmes de confiance qui entravent la croissance et constituent un facteur restrictif pour le marché des logiciels agricoles numériques. L'Internet des objets a le potentiel de transformer l'agriculture dans un avenir proche. L'agriculture pilotée par l'IoT ouvre la voie à une forme de production agricole plus productive et plus durable, ce qui constitue une opportunité pour la croissance du marché des logiciels agricoles numériques. Il a été observé que les agriculteurs ne se sentent pas en sécurité lorsqu'ils partagent leurs données agricoles internes avec des entreprises pour bénéficier des avantages des logiciels agricoles numériques, ce qui constitue un défi pour la croissance du marché des logiciels agricoles numériques.
Ce rapport sur le marché des logiciels d'agriculture numérique fournit des détails sur la part de marché, les nouveaux développements et l'analyse du pipeline de produits, l'impact des acteurs du marché national et local, analyse les opportunités en termes de poches de revenus émergentes, de changements dans la réglementation du marché, d'approbations de produits, de décisions stratégiques, de lancements de produits, d'expansions géographiques et d'innovations technologiques sur le marché. Pour comprendre l'analyse et le scénario du marché des logiciels d'agriculture numérique, contactez Data Bridge Market Research pour un briefing d'analyste, notre équipe vous aidera à créer une solution d'impact sur les revenus pour atteindre votre objectif souhaité.
Portée et taille du marché des logiciels d'agriculture numérique
Le marché des logiciels d'agriculture numérique est segmenté en fonction des composants, de la technologie et des applications. La croissance entre les segments vous aide à analyser les niches de croissance et les stratégies pour aborder le marché et déterminer vos principaux domaines d'application et la différence entre vos marchés cibles.
- Sur la base des composants, le marché des logiciels agricoles numériques est segmenté en logiciels et services. En 2021, le segment des logiciels détenait une part plus importante du marché en raison de facteurs tels que l'augmentation de la productivité agricole, la demande croissante de gestion des données en temps réel, l'adoption croissante de techniques agricoles avancées, la mise en œuvre massive de logiciels d'agriculture de précision, l'accent mis sur la production à rendement maximal, la collecte des informations nécessaires sur les conditions météorologiques et autres.
- Sur la base de la technologie, le marché des logiciels d'agriculture numérique a été segmenté en télédétection, apprentissage automatique, technologie à taux variable , apprentissage automatique, connectivité sans fil et autres. En 2021, le segment de la télédétection détenait la plus grande part du marché car il permet de détecter le stress hydrique des cultures, de classer les espèces de cultures, de surveiller les mauvaises herbes et les maladies des cultures et de cartographier le rendement des cultures.
- Sur la base des applications, le marché des logiciels d'agriculture numérique a été segmenté en analyses de drones, agriculture de précision, robots agricoles, surveillance du bétail, gestion des serres, gestion de la chaîne d'approvisionnement, gestion financière et autres. En 2021, le segment de l'agriculture de précision détenait la plus grande part du marché, principalement en raison de facteurs tels que la propension des agriculteurs à produire de meilleurs produits alimentaires et à obtenir de bons prix, le besoin d'improvisation en matière de rendement et l'utilisation optimale des ressources rares disponibles.
Analyse du marché des logiciels d'agriculture numérique au Moyen-Orient et en Afrique
Le marché des logiciels agricoles numériques au Moyen-Orient et en Afrique est analysé et des informations sur la taille du marché sont fournies par pays, composant, technologie et application comme référencé ci-dessus.
Les pays couverts dans le rapport sur le marché des logiciels agricoles numériques au Moyen-Orient et en Afrique sont les Émirats arabes unis, l’Arabie saoudite, l’Égypte, Israël, l’Afrique du Sud et le reste du Moyen-Orient et de l’Afrique.
The U.A.E. dominates the Middle East and Africa digital farming software market owing to the factors such as intense focus toward digitization of agricultural industry and 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 Farming Software
The digital farming software market also provides you with detailed market analysis for every country growth in industry with sales, components sales, impact of technological development in digital farming software and changes in regulatory scenarios with their support for the digital farming software market. The data is available for historic period 2011 to 2019.
Competitive Landscape and Digital Farming Software Market Share Analysis
The digital farming software 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, Middle East and Africa 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 Middle East and Africa digital farming software market.
The major players covered in the Middle East and Africa digital farming software market report are Bayer AG, CropX inc., NETAFIM (a subsidiary Of Orbia), Accenture, Infosys Limited, Trimble Inc., DJI, BASF SE, AGCO Corporation, Deere & Company and Topcon among other domestic players. 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 farming software market.
For instance,
- En octobre 2020, Bayer AG a conclu un accord de collaboration avec XAG pour introduire, promouvoir et commercialiser la technologie agricole numérique en Asie du Sud-Est et au Pakistan. Cette collaboration a permis aux agriculteurs des régions d'Asie du Sud-Est et du Pakistan d'accéder à la gestion et à la technologie agricoles numériques et les a aidés à surmonter les défis agricoles tels que la pénurie de main-d'œuvre, la disponibilité de l'eau et autres. Cela a aidé l'entreprise à renforcer sa présence et à se développer sur le marché.
Les partenariats, les coentreprises et d'autres stratégies permettent d'accroître la part de marché de l'entreprise grâce à une couverture et une présence accrues. Cela permet également aux organisations d'améliorer leur offre de logiciels d'agriculture numérique grâce à une gamme élargie de tailles.
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Table des matières
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
Liste des tableaux
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)
Liste des figures
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 (%)
Méthodologie de recherche
La collecte de données et l'analyse de l'année de base sont effectuées à l'aide de modules de collecte de données avec des échantillons de grande taille. L'étape consiste à obtenir des informations sur le marché ou des données connexes via diverses sources et stratégies. Elle comprend l'examen et la planification à l'avance de toutes les données acquises dans le passé. Elle englobe également l'examen des incohérences d'informations observées dans différentes sources d'informations. Les données de marché sont analysées et estimées à l'aide de modèles statistiques et cohérents de marché. De plus, l'analyse des parts de marché et l'analyse des tendances clés sont les principaux facteurs de succès du rapport de marché. Pour en savoir plus, veuillez demander un appel d'analyste ou déposer votre demande.
La méthodologie de recherche clé utilisée par l'équipe de recherche DBMR est la triangulation des données qui implique l'exploration de données, l'analyse de l'impact des variables de données sur le marché et la validation primaire (expert du secteur). Les modèles de données incluent la grille de positionnement des fournisseurs, l'analyse de la chronologie du marché, l'aperçu et le guide du marché, la grille de positionnement des entreprises, l'analyse des brevets, l'analyse des prix, l'analyse des parts de marché des entreprises, les normes de mesure, l'analyse globale par rapport à l'analyse régionale et des parts des fournisseurs. Pour en savoir plus sur la méthodologie de recherche, envoyez une demande pour parler à nos experts du secteur.
Personnalisation disponible
Data Bridge Market Research est un leader de la recherche formative avancée. Nous sommes fiers de fournir à nos clients existants et nouveaux des données et des analyses qui correspondent à leurs objectifs. Le rapport peut être personnalisé pour inclure une analyse des tendances des prix des marques cibles, une compréhension du marché pour d'autres pays (demandez la liste des pays), des données sur les résultats des essais cliniques, une revue de la littérature, une analyse du marché des produits remis à neuf et de la base de produits. L'analyse du marché des concurrents cibles peut être analysée à partir d'une analyse basée sur la technologie jusqu'à des stratégies de portefeuille de marché. Nous pouvons ajouter autant de concurrents que vous le souhaitez, dans le format et le style de données que vous recherchez. Notre équipe d'analystes peut également vous fournir des données sous forme de fichiers Excel bruts, de tableaux croisés dynamiques (Fact book) ou peut vous aider à créer des présentations à partir des ensembles de données disponibles dans le rapport.
