Mercado de software agrícola digital do Médio Oriente e África – Tendências do setor e previsão para 2028

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Mercado de software agrícola digital do Médio Oriente e África – Tendências do setor e previsão para 2028

  • Semiconductors and Electronics
  • Publish Reports
  • Apr 2021
  • MEA
  • 350 Páginas
  • Número de tabelas: 158
  • Número de figuras: 24

>Mercado de software agrícola digital no Médio Oriente e em África, por componente (software e serviços), tecnologia (sensorização remota, tecnologia de orientação, tecnologia de taxa variável, aprendizagem automática, conectividade sem fios e outros), aplicação (análise de drones, agricultura de precisão, robôs agrícolas, pecuária Monitorização, Gestão de Estufas, Gestão da Cadeia de Abastecimento, Gestão Financeira e Outros), País (Emirados Árabes Unidos, Arábia Saudita, Egito, Israel, África do Sul e Resto do Médio Oriente e África) Tendências e Previsões da Indústria para 2028

Mercado de software agrícola digital no Médio Oriente e em África

Análise e insights de mercado: Mercado de software agrícola digital no Médio Oriente e em África

Espera-se que o mercado de software agrícola digital ganhe crescimento de mercado no período de previsão de 2021 a 2028. A Data Bridge Market Research analisa que o mercado está a crescer com um CAGR de 5,2% no período de previsão de 2021 a 2028 e deverá atingir os 11,52 milhões de USD até 2028. O aumento da procura de software agrícola digital está a funcionar como um fator importante para o crescimento do mercado de software agrícola digital.  

O software agrícola digital são as ferramentas programadas desenvolvidas para otimizar e gerir as operações agrícolas e as atividades de produção. O software ajuda a automatizar diversas atividades agrícolas, como a gestão de registos, o armazenamento de dados, a monitorização e a agilização das atividades de produção. O software agrícola digital maximiza o rendimento e a receita relacionados com as culturas e outros, utilizando insights baseados em dados.

A implementação de software agrícola digital torna as operações agrícolas diárias mais eficientes. Além disso, os agricultores podem reduzir os custos e concentrar-se na produção de qualidade, o que está a aumentar a utilização e adopção de software agrícola digital e actua como um factor impulsionador para o crescimento do mercado de software agrícola digital. Existe uma baixa taxa de adoção de software agrícola digital em algumas áreas devido à falta de conhecimento sobre os benefícios e questões de confiança que dificultam o crescimento e atuam como um fator de restrição para o mercado de software agrícola digital. A Internet das coisas tem o potencial de transformar a agricultura num futuro próximo. A agricultura impulsionada pela IoT está a abrir caminho para proporcionar uma forma de produção agrícola mais produtiva e sustentável, o que é uma oportunidade para o crescimento do mercado de software agrícola digital. Observou-se que os agricultores se sentem inseguros em partilhar os seus dados agrícolas internos com as empresas para tirar partido dos benefícios do software agrícola digital, o que atua como um desafio para o crescimento do mercado de software agrícola digital.

Este relatório de mercado de software agrícola digital fornece detalhes de quota de mercado, novos desenvolvimentos e análise de pipeline de produtos, impacto dos participantes do mercado doméstico e localizado, analisa oportunidades em termos de bolsas de receitas emergentes, mudanças nas regulamentações de mercado, aprovações de produtos, decisões estratégicas, lançamentos de produtos , expansões geográficas e inovações tecnológicas no mercado. Para compreender a análise e o cenário do mercado de software de agricultura digital, contacte a Data Bridge Market Research para obter um resumo do analista, a nossa equipa irá ajudá-lo a criar uma solução de impacto na receita para atingir o objetivo desejado.

Mercado de software agrícola digital no Médio Oriente e em África

Âmbito do mercado de software de agricultura digital e dimensão do mercado

O mercado de software agrícola digital está segmentado com base em componentes, tecnologia e aplicação. O crescimento entre segmentos ajuda-o a analisar os nichos de crescimento e as estratégias para abordar o mercado e determinar as suas principais áreas de aplicação e a diferença nos seus mercados-alvo.

  • Com base na componente, o mercado de software agrícola digital está segmentado em software e serviços. Em 2021, o segmento de software detinha uma maior quota de mercado devido a fatores como o aumento da produtividade agrícola, a crescente procura de gestão de dados em tempo real, o aumento da adoção de técnicas agrícolas avançadas, a vasta implementação de software de agricultura de precisão, o foco na produção de rendimento máximo, recolha de informação necessária sobre as condições climáticas e outras.
  • Com base na tecnologia, o mercado de software agrícola digital foi segmentado em deteção remota, aprendizagem automática, tecnologia de taxa variável , aprendizagem automática, conectividade sem fios e outros. Em 2021, o segmento de deteção remota detinha a maior quota de mercado, uma vez que apoia na deteção do stress hídrico das culturas, na classificação das espécies de culturas, na monitorização de infestantes e doenças das culturas e no mapeamento do rendimento das culturas.
  • Com base na aplicação, o mercado de software agrícola digital foi segmentado em análises de drones, agricultura de precisão, robôs agrícolas, monitorização de gado, gestão de estufas, gestão da cadeia de abastecimento, gestão financeira e outros. Em 2021, o segmento da agricultura de precisão detinha a maior quota de mercado, principalmente devido a factores como a inclinação dos agricultores para produzir melhores alimentos e obter bons preços, necessidade de improvisação na produção e utilização óptima dos escassos recursos disponíveis.  

Análise a nível de país do mercado de software agrícola digital no Médio Oriente e África

O mercado de software agrícola digital do Médio Oriente e África é analisado e são fornecidas informações sobre o tamanho do mercado por país, componente, tecnologia e aplicação, conforme mencionado acima.

Os países abrangidos no relatório de mercado de software agrícola digital do Médio Oriente e África são os Emirados Árabes Unidos, Arábia Saudita, Egito, Israel, África do Sul e resto do Médio Oriente e África.

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,

  • Em outubro de 2020, a Bayer AG estabeleceu uma colaboração com a XAG para trazer, promover e comercializar tecnologia agrícola digital no Sudeste Asiático e no Paquistão. Esta colaboração permitiu aos agricultores das regiões do Sudeste Asiático e do Paquistão aceder à gestão e à tecnologia agrícola digital e ajudou-os a ultrapassar desafios agrícolas como a escassez de mão-de-obra, a disponibilidade de água e outros. Isto tem ajudado a empresa a aumentar a sua presença e a crescer no mercado.

As parcerias, joint ventures e outras estratégias aumentam a quota de mercado da empresa com maior cobertura e presença. Também oferece o benefício para as organizações melhorarem a sua oferta de software agrícola digital através de uma gama alargada de tamanhos.


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Pedido de demonstração

Índice

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

Lista de Tabela

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)

Lista de Figura

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 (%)

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Metodologia de Investigação

A recolha de dados e a análise do ano base são feitas através de módulos de recolha de dados com amostras grandes. A etapa inclui a obtenção de informações de mercado ou dados relacionados através de diversas fontes e estratégias. Inclui examinar e planear antecipadamente todos os dados adquiridos no passado. Da mesma forma, envolve o exame de inconsistências de informação observadas em diferentes fontes de informação. Os dados de mercado são analisados ​​e estimados utilizando modelos estatísticos e coerentes de mercado. Além disso, a análise da quota de mercado e a análise das principais tendências são os principais fatores de sucesso no relatório de mercado. Para saber mais, solicite uma chamada de analista ou abra a sua consulta.

A principal metodologia de investigação utilizada pela equipa de investigação do DBMR é a triangulação de dados que envolve a mineração de dados, a análise do impacto das variáveis ​​de dados no mercado e a validação primária (especialista do setor). Os modelos de dados incluem grelha de posicionamento de fornecedores, análise da linha de tempo do mercado, visão geral e guia de mercado, grelha de posicionamento da empresa, análise de patentes, análise de preços, análise da quota de mercado da empresa, normas de medição, análise global versus regional e de participação dos fornecedores. Para saber mais sobre a metodologia de investigação, faça uma consulta para falar com os nossos especialistas do setor.

Personalização disponível

A Data Bridge Market Research é líder em investigação formativa avançada. Orgulhamo-nos de servir os nossos clientes novos e existentes com dados e análises que correspondem e atendem aos seus objetivos. O relatório pode ser personalizado para incluir análise de tendências de preços de marcas-alvo, compreensão do mercado para países adicionais (solicite a lista de países), dados de resultados de ensaios clínicos, revisão de literatura, mercado remodelado e análise de base de produtos . A análise de mercado dos concorrentes-alvo pode ser analisada desde análises baseadas em tecnologia até estratégias de carteira de mercado. Podemos adicionar quantos concorrentes necessitar de dados no formato e estilo de dados que procura. A nossa equipa de analistas também pode fornecer dados em tabelas dinâmicas de ficheiros Excel em bruto (livro de factos) ou pode ajudá-lo a criar apresentações a partir dos conjuntos de dados disponíveis no relatório.

Perguntas frequentes

The Middle East and Africa Digital Farming Software Market size will be worth USD 11.52 million by 2028.
The Middle East and Africa Digital Farming Software Market growth rate will be 5.2% by 2028.
The increasing the utilization and adoption of digital farming software are the growth drivers of the Middle East and Africa Digital Farming Software Market.
The component, technology and application are the factors on which the Middle East and Africa Digital Farming Software Market research is based.
The major companies in the Middle East and Africa Digital Farming Software Market are Bayer AG, CropX inc., NETAFIM (a subsidiary Of Orbia), Accenture, Infosys Limited, Trimble Inc., DJI, BASF SE, AGCO Corporation, Deere & Company and Topcon