Mercado mundial de software agrícola digital: tendencias de la industria y pronóstico hasta 2031

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Mercado mundial de software agrícola digital: tendencias de la industria y pronóstico hasta 2031

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  • Feb 2024
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Global Digital Farming Software Market

Tamaño del mercado en miles de millones de dólares

Tasa de crecimiento anual compuesta (CAGR) :  % Diagram

Diagram Período de pronóstico
 2024 –2031
Diagram Tamaño del mercado (año base)
 USD 15.89 Billion
Diagram Tamaño del mercado (año de pronóstico)
 USD 34.54 Billion
Diagram Tasa de crecimiento anual compuesta (CAGR)
 %
Diagram Jugadoras de los principales mercados
  • Bayer AG
  • CropX
  • NETAFIM
  • PrecisionHawk
  • eAgroop Lda

>Mercado global de software de agricultura digital, por componente (software, servicios), tecnología (detección remota, tecnología de orientación, tecnología de tasa variable, aprendizaje automático, conectividad inalámbrica, otros), aplicación (análisis de drones, agricultura de precisión, robots agrícolas, monitoreo de ganado, gestión de invernaderos, gestión de la cadena de suministro, gestión financiera, otros) - Tendencias de la industria y pronóstico hasta 2031.

Mercado de software para agricultura digital

Análisis y tamaño del mercado de software agrícola digital

El software agrícola digital son herramientas programadas que se desarrollan para optimizar y gestionar las operaciones agrícolas y las actividades de producción. El software ayuda a automatizar diversas actividades agrícolas, como la gestión de registros, el almacenamiento de datos, la supervisión y la optimización de las actividades de producción. El software agrícola digital maximiza el rendimiento y los ingresos relacionados con los cultivos y otros mediante el uso de información basada en datos.

Data Bridge Market Research analiza que se espera que el mercado mundial de software agrícola digital, que fue de USD 5.681,66 millones en 2023, alcance los USD 15.510,17 millones en 2031 y se espera que experimente una CAGR del 13,1% durante el período de pronóstico 2024-2031. La "teledetección" dominará el segmento tecnológico del mercado debido a su capacidad para proporcionar datos de alta resolución en tiempo real para la agricultura de precisión, lo que permite a los agricultores tomar decisiones basadas en datos y optimizar sus prácticas de gestión de cultivos. Además de los conocimientos sobre escenarios de mercado como el valor de mercado, la tasa de crecimiento, la segmentación, la cobertura geográfica y los principales actores, los informes de mercado seleccionados por Data Bridge Market Research también incluyen un análisis experto en profundidad, producción y capacidad por empresa representada geográficamente, diseños de red de distribuidores y socios, análisis detallado y actualizado de tendencias de precios y análisis de déficit de la cadena de suministro y la demanda.

Alcance del informe y segmentación del mercado

Métrica del informe

Detalles

Período de pronóstico

2024 a 2031

Año base

2023

Años históricos

2022 (Personalizable para 2016-2021)

Unidades cuantitativas

Ingresos en millones de USD, precios en USD

Segmentos cubiertos

Por componente (software, servicios), tecnología (detección remota, tecnología de orientación, tecnología de tasa variable , aprendizaje automático, conectividad inalámbrica , otros), aplicación (análisis de drones, agricultura de precisión, robots agrícolas, monitoreo de ganado, gestión de invernaderos, gestión de la cadena de suministro, gestión financiera, otros)

Países cubiertos

EE. UU., Canadá, México, Brasil, Argentina, Resto de Sudamérica, Alemania, Francia, Italia, Reino Unido, Bélgica, España, Rusia, Turquía, Países Bajos, Suiza, Resto de Europa, Japón, China, India, Corea del Sur, Australia, Singapur, Malasia, Tailandia, Indonesia, Filipinas, Resto de Asia-Pacífico, Emiratos Árabes Unidos, Arabia Saudita, Egipto, Sudáfrica, Israel, Resto de Medio Oriente y África

Actores del mercado cubiertos

Bayer AG (Alemania), CropX Inc. (EE. UU.), NETAFIM (una subsidiaria de Orbia) (Israel), PrecisionHawk, Inc. (EE. UU.), eAgroop, Lda (Portugal), EZ Lab srl (Italia), Ag Leader Technology (EE. UU.), Accenture (Irlanda), Infosys Limited (India), FarmFacts GmbH (Alemania), Yara (Noruega), Luda.Farm AB (Suecia), Granular, Inc. (una subsidiaria de Corteva) (EE. UU.), Trimble Inc. (EE. UU.), Farmer's Business Network, Inc. (EE. UU.), DJI (China), Pix4D SA (Suiza), Agremo (Croacia), Farmers Edge Inc. (Canadá), BASF SE (Alemania), Raven Industries, Inc. (EE. UU.), AGCO Corporation (EE. UU.), Gamaya (Suiza), DRAGONFLY IT (Canadá), BayWa AG (Alemania), Syngenta (Suiza), Hexagon Agriculture (una subsidiaria de HEXAGON) (EE. UU.), Field Margin Ltd. (Reino Unido), AeroVironment, Inc. (EE. UU.), Deere & Company (EE. UU.), Topcon (Japón)

Oportunidades de mercado

Definición de mercado

El software de agricultura digital es una herramienta programada que se desarrolla para optimizar y gestionar las operaciones agrícolas y las actividades de producción. El software ayuda a automatizar diversas actividades agrícolas, como la gestión de registros, el almacenamiento de datos, la supervisión y la optimización de las actividades de producción. El software de agricultura digital maximiza el rendimiento y los ingresos relacionados con los cultivos y otros mediante información basada en datos.

 Dinámica del mercado mundial de software agrícola digital

Conductor

  • Creciente necesidad de una agricultura sostenible

El aumento de la población mundial y las preocupaciones ambientales impulsan la adopción de software agrícola digital. Los agricultores buscan prácticas agrícolas más sostenibles y eficientes para minimizar el desperdicio de recursos y reducir el impacto ambiental, y las herramientas digitales ofrecen soluciones para lograr estos objetivos .

  • Avances en tecnologías de sensores e IoT

El desarrollo de sensores avanzados y tecnologías de IoT (Internet de las cosas) ha proporcionado capacidades de recopilación y monitoreo de datos en tiempo real. Esto impulsa la adopción de software agrícola digital, ya que permite tomar decisiones precisas basadas en información precisa y oportuna.

Oportunidad

  • Toma de decisiones basada en datos

El software agrícola digital permite a los agricultores contar con análisis de datos que les permitan tomar decisiones informadas. Esta oportunidad les permite optimizar la asignación de recursos, la gestión de cultivos y mejorar la productividad general .

Restricción

  • Alta inversión inicial

La implementación de software agrícola digital suele requerir una inversión inicial significativa en tecnología, sensores e infraestructura de software. Esto puede ser un obstáculo para los agricultores más pequeños y con recursos limitados, lo que limita su capacidad de adoptar estas soluciones.

Acontecimientos recientes

  • En septiembre de 2020, Raven Industries, Inc. presentó Raven Autonomy para optimizar las operaciones en el ecosistema de agricultura de precisión a través de la tecnología conectada VSN que ayuda al agricultor a aumentar su cartera de productos. La empresa ha mejorado su cartera de negocios a través de este lanzamiento del producto que genera más ingresos.
  • En enero de 2020, CropX Inc. anunció la adquisición de CropMetrics, un proveedor de herramientas de riego de precisión basadas en la nube. Con esta adquisición, la empresa combinó las ofertas de CropX y CropMetrics para brindar a los clientes acceso a una combinación de datos del suelo, análisis de gestión agrícola y herramientas de apoyo a la toma de decisiones. Esto ha ayudado a la empresa a mejorar sus ofertas y su presencia en el mercado.

Alcance del mercado mundial de software agrícola digital

El mercado de software agrícola digital está segmentado en función de los componentes, la tecnología y la aplicación. El crecimiento entre estos segmentos le ayudará a analizar los segmentos de crecimiento reducido de las industrias y brindará a los usuarios una valiosa descripción general del mercado y conocimientos del mercado para ayudarlos a tomar decisiones estratégicas para identificar las principales aplicaciones del mercado.

Componentes

  • Software
  • Servicios

Tecnología

  • Detección remota
  • Tecnología de orientación
  • Tecnología de tasa variable
  • Aprendizaje automático
  • Conectividad inalámbrica
  • Otros

Aplicaciones

  • Análisis de drones
  • Agricultura de precisión
  • Robots agrícolas
  • Monitoreo del ganado
  • Manejo de invernaderos
  • Gestión de la cadena de suministro
  • Gestión financiera
  • Otros

 Análisis y perspectivas de la región del mercado global de software agrícola digital

Se analiza el mercado de software de agricultura digital y se proporciona información sobre el tamaño del mercado por país, componente, tecnología y aplicación como se menciona anteriormente.

Los países cubiertos en el informe de mercado son EE. UU., Canadá, México, Alemania, Reino Unido, Francia, Italia, España, Rusia, Polonia, Suiza, Países Bajos, Hungría, Austria, Noruega, Irlanda, Turquía, Lituania, resto de Europa, China, Japón, India, Australia, Corea del Sur, Singapur, Tailandia, Malasia, Indonesia, Filipinas, Vietnam, resto de Asia-Pacífico, Brasil, Argentina, Perú, resto de Sudamérica, Sudáfrica, Arabia Saudita, Emiratos Árabes Unidos, Israel, Kuwait, Egipto y resto de Medio Oriente y África.

Se espera que América del Norte domine y sea la región de más rápido crecimiento en el mercado debido a la presencia de un gran número de proveedores de software agrícola digital, la rápida adopción de tecnologías agrícolas de próxima generación y el creciente enfoque hacia productos agrícolas de alta calidad.

La sección de países del informe también proporciona factores de impacto de mercado individuales y cambios en la regulación en el mercado a nivel nacional que afectan las tendencias actuales y futuras del mercado. Los puntos de datos como el análisis de la cadena de valor aguas arriba y aguas abajo, las tendencias técnicas y el análisis de las cinco fuerzas de Porter, los estudios de casos son algunos de los indicadores utilizados para pronosticar el escenario del mercado para países individuales. Además, la presencia y disponibilidad de marcas globales y sus desafíos enfrentados debido a la competencia grande o escasa de las marcas locales y nacionales, el impacto de los aranceles nacionales y las rutas comerciales se consideran al proporcionar un análisis de pronóstico de los datos del país.

Análisis del panorama competitivo y de la cuota de mercado global del software agrícola digital

El panorama competitivo del mercado de software agrícola digital proporciona detalles de los competidores. Los detalles incluidos son una descripción general de la empresa, las finanzas de la empresa, los ingresos generados, el potencial de mercado, la inversión en investigación y desarrollo, las nuevas iniciativas de mercado, la presencia global, los sitios e instalaciones de producción, las capacidades de producción, las fortalezas y debilidades de la empresa, el lanzamiento de productos, la amplitud y variedad de productos y el dominio de las aplicaciones. Los puntos de datos proporcionados anteriormente solo están relacionados con el enfoque de las empresas en relación con el mercado de software agrícola digital.

Algunos de los principales actores que operan en el mercado de software de agricultura digital son:

  • Bayer AG (Alemania)
  • CropX Inc. (Estados Unidos)
  • NETAFIM (una subsidiaria de Orbia) (Israel)
  • PrecisionHawk, Inc. (Estados Unidos)
  • eAgroop, Lda (Portugal)
  • EZ Lab srl (Italia)
  • Líder tecnológico agrícola (EE. UU.)
  • Accenture (Irlanda)
  • Infosys Limited (India)
  • FarmFacts GmbH (Alemania)
  • Yara (Noruega)
  • Luda.Farm AB (Suecia)
  • Granular, Inc. (una subsidiaria de Corteva) (EE. UU.)
  • Trimble Inc. (Estados Unidos)
  • Red de negocios de agricultores, Inc. (Estados Unidos)
  • DJI (China)
  • Pix4D SA (Suiza)
  • Agremo (Croacia)
  • Farmers Edge Inc. (Canadá)
  • BASF SE (Alemania)
  • Raven Industries, Inc. (Estados Unidos)
  • Corporación AGCO (Estados Unidos)
  • Gamaya (Suiza)
  • DRAGONFLY IT (Canadá)
  • BayWa AG (Alemania)
  • Syngenta (Suiza)
  • Hexagon Agriculture (una subsidiaria de HEXAGON) (EE. UU.)
  • Field Margin Ltd. (Reino Unido)
  • AeroVironment, Inc. (Estados Unidos)
  • Deere & Company (Estados Unidos)

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Tabla de contenido

  1. INTRODUCTION
    1. OBJECTIVES OF THE STUDY
    2. MARKET DEFINITION
    3. OVERVIEW OF GLOBAL DIGITAL FARMING SOFTWARE MARKET
    4. CURRENCY AND PRICING
    5. LIMITATIONS
    6. MARKETS COVERED
  2. MARKET SEGMENTATION
    1. MARKETS COVERED
    2. GEOGRAPHICAL SCOPE
    3. YEARS CONSIDERED FOR THE STUDY
    4. DBMR TRIPOD DATA VALIDATION MODEL
    5. PRIMARY INTERVIEWS WITH KEY OPINION LEADERS
    6. DBMR MARKET POSITION GRID
    7. VENDOR SHARE ANALYSIS
    8. MULTIVARIATE MODELING
    9. COMPONENT TIMELINE CURVE
    10. MARKET APPLICATION COVERAGE GRID
    11. SECONDARY SOURCES
    12. ASSUMPTIONS
  3. EXECUTIVE SUMMARY
  4. PREMIUM INSIGHTS
  5. MARKET OVERVIEW
    1. DRIVERS
      1. INCREASING ADOPTION OF DIGITAL FARMING SOFTWARE
      2. INCREASING AWARENESS FOR WEATHER TRACKING & FORECASTING
      3. GOVERNMENT’S INITIATIVES TO ADOPT MODERN AGRICULTURAL TECHNIQUES
      4. INCREASING UTILIZATION OF SMART FARMING
      5. GROWING ADOPTION OF ADVANCED TECHNOLOGY
    2. RESTRAINTS
      1. LACK OF ADOPTION RATE
      2. HIGH INITIAL CAPITAL INVESTMENT
      3. LACK OF AWARENESS REGARDING DIGITAL FARMING
    3. OPPORTUNITIES
      1. EMERGENCE OF IOT IN AGRICULTURAL OPERATIONS
      2. GROWING USAGE OF SMARTPHONES
      3. EMERGENCE OF AGRICULTURE 4.0
      4. RAPID DIGITALIZATION IN THE AGRICULTURAL SECTOR
    4. CHALLENGES
      1. DEARTH OF TECHNICAL EXPERTISE
      2. LACK OF STANDARDIZATION
      3. UNCERTAINTY TO SHARE INTERNAL FARM DATA WITH COMPANIES
  6. COVID-19 IMPACT ON GLOBAL DIGITAL FARMING SOFTWARE MARKET
    1. ANALYSIS ON IMPACT OF COVID-19 ON THE MARKET
    2. AFTERMATH OF COVID-19 AND GOVERNMENT INITIATIVE TO BOOST THE MARKET
    3. STRATEGIC DECISIONS FOR MANUFACTURERS AFTER COVID-19 TO GAIN COMPETITIVE MARKET SHARE
    4. IMPACT ON PRICE
    5. IMPACT ON DEMAND
    6. IMPACT ON SUPPLY CHAIN
    7. CONCLUSION
  7. GLOBAL DIGITAL FARMING SOFTWARE MARKET, BY COMPONENT
    1. OVERVIEW
    2. SOFTWARE
      1. CLOUD
      2. LOCAL/WEB BASED
    3. SERVICES
      1. MANAGED SERVICES
        1. FARM OPERATION SERVICES
        2. DATA SERVICES
        3. ANALYTICS SERVICES
      2. PROFESSIONAL SERVICES
        1. CONSULTING
        2. DEPLOYMENT AND INTEGRATION
        3. SUPPORT AND MAINTENANCE
  8. GLOBAL DIGITAL FARMING SOFTWARE MARKET, BY TECHNOLOGY
    1. OVERVIEW
    2. REMOTE SENSING
      1. HANDHELD OR GROUND-BASED SENSING
      2. SATELLITE OR AERIAL SENSING
    3. GUIDANCE TECHNOLOGY
      1. GLOBAL POSITIONING SYSTEM (GPS)/ GLOBAL SATELLITE NAVIGATION SYSTEM (GNSS)
      2. GLOBAL INFORMATION SYSTEM (GIS)
    4. WIRELESS CONNECTIVITY
      1. CELLULAR
      2. BLUETOOTH
      3. WI-FI
      4. ZIGBEE
      5. LORA
      6. OTHERS
    5. VARIABLE RATE TECHNOLOGY
      1. MAP-BASED VRT
      2. SENSOR-BASED VRT
    6. MACHINE LEARNING
    7. OTHERS
  9. GLOBAL DIGITAL FARMING SOFTWARE MARKET, BY APPLICATION
    1. OVERVIEW
    2. PRECISION FARMING
      1. BY TYPE
        1. YIELD MONITORING
          1. ON FARM
          2. OFF FARM
        2. FIELD MAPPING
        3. CROP AND SOIL MONITORING
        4. CROP SCOUTING
        5. WEATHER TRACKING AND FORECASTING
        6. IRRIGATION MANAGEMENT
        7. OTHERS
      2. BY TECHNOLOGY
        1. REMOTE SENSING
        2. GUIDANCE TECHNOLOGY
        3. VARIABLE RATE TECHNOLOGY
        4. MACHINE LEARNING
        5. WIRELESS CONNECTIVITY
        6. OTHERS
    3. LIVESTOCK MONITORING
      1. BY TECHNOLOGY
        1. REMOTE SENSING
        2. GUIDANCE TECHNOLOGY
        3. VARIABLE RATE TECHNOLOGY
        4. MACHINE LEARNING
        5. WIRELESS CONNECTIVITY
        6. OTHERS
    4. GREENHOUSE MANAGEMENT
      1. BY TECHNOLOGY
        1. REMOTE SENSING
        2. GUIDANCE TECHNOLOGY
        3. VARIABLE RATE TECHNOLOGY
        4. MACHINE LEARNING
        5. WIRELESS CONNECTIVITY
        6. OTHERS
    5. SUPPLY CHAIN MANAGEMENT
      1. BY TECHNOLOGY
        1. REMOTE SENSING
        2. GUIDANCE TECHNOLOGY
        3. VARIABLE RATE TECHNOLOGY
        4. MACHINE LEARNING
        5. WIRELESS CONNECTIVITY
        6. OTHERS
    6. DRONE ANALYTICS
      1. BY TECHNOLOGY
        1. REMOTE SENSING
        2. GUIDANCE TECHNOLOGY
        3. VARIABLE RATE TECHNOLOGY
        4. MACHINE LEARNING
        5. WIRELESS CONNECTIVITY
        6. OTHERS
    7. FINANCIAL MANAGEMENT
      1. BY TECHNOLOGY
        1. REMOTE SENSING
        2. GUIDANCE TECHNOLOGY
        3. VARIABLE RATE TECHNOLOGY
        4. MACHINE LEARNING
        5. WIRELESS CONNECTIVITY
        6. OTHERS
    8. AGRICULTURE ROBOTS
      1. BY TECHNOLOGY
        1. REMOTE SENSING
        2. GUIDANCE TECHNOLOGY
        3. VARIABLE RATE TECHNOLOGY
        4. MACHINE LEARNING
        5. WIRELESS CONNECTIVITY
        6. OTHERS
    9. OTHERS
  10. GLOBAL DIGITAL FARMING SOFTWARE MARKET, BY GEOGRAPHY
    1. OVERVIEW
    2. NORTH AMERICA
      1. U.S.
      2. CANADA
      3. MEXICO
    3. EUROPE
      1. GERMANY
      2. U.K.
      3. FRANCE
      4. ITALY
      5. SPAIN
      6. TURKEY
      7. RUSSIA
      8. NETHERLANDS
      9. BELGIUM
      10. SWITZERLAND
      11. REST OF EUROPE
    4. ASIA-PACIFIC
      1. CHINA
      2. JAPAN
      3. SOUTH KOREA
      4. AUSTRALIA
      5. INDIA
      6. SINGAPORE
      7. THAILAND
      8. MALAYSIA
      9. INDONESIA
      10. PHILIPPINES
      11. REST OF ASIA-PACIFIC
    5. MIDDLE EAST AND AFRICA
      1. U.A.E.
      2. SAUDI ARABIA
      3. EGYPT
      4. ISRAEL
      5. SOUTH AFRICA
      6. REST OF MIDDLE EAST AND AMERICA
    6. SOUTH AMERICA
      1. BRAZIL
      2. ARGENTINA
      3. REST OF SOUTH AMERICA
  11. GLOBAL DIGITAL FARMING SOFTWARE MARKET: COMPANY LANDSCAPE
    1. COMPANY SHARE ANALYSIS: GLOBAL
    2. COMPANY SHARE ANALYSIS: NORTH AMERICA
      1. COMPANY SHARE ANALYSIS: THE U.S.
      2. COMPANY SHARE ANALYSIS: CANADA
    3. COMPANY SHARE ANALYSIS: EUROPE
      1. COMPANY SHARE ANALYSIS: GERMANY
      2. COMPANY SHARE ANALYSIS: THE U.K.
      3. COMPANY SHARE ANALYSIS: FRANCE
    4. COMPANY SHARE ANALYSIS: ASIA-PACIFIC
      1. COMPANY SHARE ANALYSIS: CHINA
      2. COMPANY SHARE ANALYSIS: JAPAN
      3. COMPANY SHARE ANALYSIS: SOUTH KOREA
  12. SWOT ANALYSIS
  13. COMPANY SHARE ANALYSIS
    1. BAYER AG
      1. COMPANY SNAPSHOT
      2. REVENUE ANALYSIS
      3. COMPANY SHARE ANALYSIS
      4. PRODUCT PORTFOLIO
      5. RECENT DEVELOPMENTS
    2. DEERE & COMPANY
      1. COMPANY SNAPSHOT
      2. REVENUE ANALYSIS
      3. COMPANY SHARE ANALYSIS
      4. PRODUCT PORTFOLIO
      5. RECENT DEVELOPMENTS
    3. SYNGENTA
      1. COMPANY SNAPSHOT
      2. COMPANY SHARE ANALYSIS
      3. PRODUCT PORTFOLIO
      4. RECENT DEVELOPMENTS
    4. BASF SE
      1. COMPANY SNAPSHOT
      2. REVENUE ANALYSIS
      3. COMPANY SHARE ANALYSIS
      4. PRODUCT PORTFOLIO
      5. RECENT DEVELOPMENTS
    5. YARA
      1. COMPANY SNAPSHOT
      2. REVENUE ANALYSIS
      3. COMPANY SHARE ANALYSIS
      4. PRODUCT PORTFOLIO
      5. RECENT DEVELOPMENTS
    6. ACCENTURE
      1. COMPANY SNAPSHOT
      2. REVENUE ANALYSIS
      3. COMPANY SHARE ANALYSIS
      4. PRODUCT PORTFOLIO
      5. RECENT DEVELOPMENTS
    7. AEROVIRONMENT, INC.
      1. COMPANY SNAPSHOT
      2. REVENUE ANALYSIS
      3. COMPANY SHARE ANALYSIS
      4. PRODUCT PORTFOLIO
      5. RECENT DEVELOPMENTS
    8. AG LEADER TECHNOLOGY
      1. COMPANY SNAPSHOT
      2. PRODUCT PORTFOLIO
      3. RECENT DEVELOPMENT
    9. AGCO CORPORATION
      1. COMPANY SNAPSHOT
      2. REVENUE ANALYSIS
      3. PRODUCT PORTFOLIO
      4. RECENT DEVELOPMENTS
    10. AGREMO
      1. COMPANY SNAPSHOT
      2. PRODUCT PORTFOLIO
      3. RECENT DEVELOPMENT
    11. BAYWA AG
      1. COMPANY SNAPSHOT
      2. REVENUE ANALYSIS
      3. PRODUCT PORTFOLIO
      4. RECENT DEVELOPMENTS
    12. CROPX INC.
      1. COMPANY SNAPSHOT
      2. PRODUCT PORTFOLIO
      3. RECENT DEVELOPMENTS
    13. DJI
      1. COMPANY SNAPSHOT
      2. PRODUCT PORTFOLIO
      3. RECENT DEVELOPMENT
    14. DRAGONFLY IT
      1. COMPANY SNAPSHOT
      2. PRODUCT PORTFOLIO
      3. RECENT DEVELOPMENT
    15. EAGROOP, LDA
      1. COMPANY SNAPSHOT
      2. PRODUCT PORTFOLIO
      3. RECENT DEVELOPMENT
    16. EZ LAB SRL
      1. COMPANY SNAPSHOT
      2. PRODUCT PORTFOLIO
      3. RECENT DEVELOPMENT
    17. FARMER'S BUSINESS NETWORK, INC.
      1. COMPANY SNAPSHOT
      2. PRODUCT PORTFOLIO
      3. RECENT DEVELOPMENT
    18. FARMERS EDGE INC.
      1. COMPANY SNAPSHOT
      2. PRODUCT PORTFOLIO
      3. RECENT DEVELOPMENTS
    19. FARMFACTS GMBH
      1. COMPANY SNAPSHOT
      2. PRODUCT PORTFOLIO
      3. RECENT DEVELOPMENT
    20. FIELD MARGIN LTD.
      1. COMPANY SNAPSHOT
      2. PRODUCT PORTFOLIO
      3. RECENT DEVELOPMENTS
    21. GAMAYA
      1. COMPANY SNAPSHOT
      2. PRODUCT PORTFOLIO
      3. RECENT DEVELOPMENTS
    22. GRANULAR, INC. (A SUBSIDIARY OF CORTEVA)
      1. COMPANY SNAPSHOT
      2. REVENUE ANALYSIS
      3. PRODUCT PORTFOLIO
      4. RECENT DEVELOPMENTS
    23. HEXAGON AGRICULTURE (A SUBSIDIARY OF HEXAGON)
      1. COMPANY SNAPSHOT
      2. REVENUE ANALYSIS
      3. PRODUCT PORTFOLIO
      4. RECENT DEVELOPMENTS
    24. INFOSYS LIMITED
      1. COMPANY SNAPSHOT
      2. REVENUE ANALYSIS
      3. PRODUCT PORTFOLIO
      4. RECENT DEVELOPMENT
    25. LUDA.FARM AB
      1. COMPANY SNAPSHOT
      2. PRODUCT PORTFOLIO
      3. RECENT DEVELOPMENT
    26. NETAFIM (A SUBSIDIARY OF ORBIA)
      1. COMPANY SNAPSHOT
      2. REVENUE ANALYSIS
      3. PRODUCT PORTFOLIO
      4. RECENT DEVELOPMENT
    27. PIX4D SA
      1. COMPANY SNAPSHOT
      2. PRODUCT PORTFOLIO
      3. RECENT DEVELOPMENT
    28. PRECISIONHAWK, INC.
      1. COMPANY SNAPSHOT
      2. SOFTWARE PORTFOLIO
      3. RECENT DEVELOPMENTS
    29. RAVEN INDUSTRIES, INC.
      1. COMPANY SNAPSHOT
      2. REVENUE ANALYSIS
      3. PRODUCT PORTFOLIO
      4. RECENT DEVELOPMENTS
    30. TOPCON
      1. COMPANY SNAPSHOT
      2. REVENUE ANALYSIS
      3. PRODUCT PORTFOLIO
      4. RECENT DEVELOPMENTS
    31. TRIMBLE INC.
      1. COMPANY SNAPSHOT
      2. REVENUE ANALYSIS
      3. SOLUTION PORTFOLIO
      4. RECENT DEVELOPMENTS
  14. QUESTIONNAIRE
  15. RELATED REPORTS

Lista de Tablas

TABLE 1 Global DIGITAL FARMING SOFTWARE Market, By component, Market Forecast 2021-2028 (USD Million)

TABLE 2 Global software in DIGITAL FARMING SOFTWARE Market, By Region,2021-2028, (USD Million)

TABLE 3 Global software in DIGITAL FARMING SOFTWARE Market, By type, 2021-2028, (USD Million)

TABLE 4 Global services in DIGITAL FARMING SOFTWARE Market, By Region,2021-2028, (USD Million)

TABLE 5 Global services in DIGITAL FARMING SOFTWARE Market, By type,2021-2028, (USD Million)

TABLE 6 Global managed services in DIGITAL FARMING SOFTWARE Market, By type,2021-2028, (USD Million)

TABLE 7 Global Professional services in DIGITAL FARMING SOFTWARE Market, By type,2021-2028, (USD Million)

TABLE 8 Global DIGITAL FARMING SOFTWARE Market, By technology, Market Forecast 2021-2028 (USD Million)

TABLE 9 Global Remote Sensing in DIGITAL FARMING SOFTWARE Market, By Region,2021-2028, (USD Million)

TABLE 10 Global Remote Sensing in DIGITAL FARMING SOFTWARE Market, By Type,2021-2028, (USD Million)

TABLE 11 Global Guidance Technology in DIGITAL FARMING SOFTWARE Market, By Region,2021-2028, (USD Million)

TABLE 12 Global Guidance technology in DIGITAL FARMING SOFTWARE Market, By Type,2021-2028, (USD Million)

TABLE 13 Global Wireless Connectivity in DIGITAL FARMING SOFTWARE Market, By Region,2021-2028, (USD Million)

TABLE 14 Global Wireless connectivity in DIGITAL FARMING SOFTWARE Market, By Type,2021-2028, (USD Million)

TABLE 15 Global Variable Rate Technology in DIGITAL FARMING SOFTWARE Market, By Region,2021-2028, (USD Million)

TABLE 16 Global Variable rate technology in DIGITAL FARMING SOFTWARE Market, By Type,2021-2028, (USD Million)

TABLE 17 Global Machine Learning in DIGITAL FARMING SOFTWARE Market, By Region,2021-2028, (USD Million)

TABLE 18 Global Others in DIGITAL FARMING SOFTWARE Market, By Region,2021-2028, (USD Million)

TABLE 19 Global DIGITAL FARMING SOFTWARE Market, By application, Market Forecast 2021-2028 (USD Million)

TABLE 20 Global precision farming in DIGITAL FARMING SOFTWARE Market, By Region,2021-2028, (USD Million)

TABLE 21 Global Precision farming in DIGITAL FARMING SOFTWARE Market, By Type,2021-2028, (USD Million)

TABLE 22 Global Yield monitoring in DIGITAL FARMING SOFTWARE Market, By Type,2021-2028, (USD Million)

TABLE 23 Global Precision farming in DIGITAL FARMING SOFTWARE Market, By technology,2021-2028, (USD Million)

TABLE 24 Global Livestock monitoring in DIGITAL FARMING SOFTWARE Market, By Region,2021-2028, (USD Million)

TABLE 25 Global Livestock monitoring in DIGITAL FARMING SOFTWARE Market, By technology,2021-2028, (USD Million)

TABLE 26 Global Greenhouse Management in DIGITAL FARMING SOFTWARE Market, By Region,2021-2028, (USD Million)

TABLE 27 Global Greenhouse Management in DIGITAL FARMING SOFTWARE Market, By technology,2021-2028, (USD Million)

TABLE 28 Global Supply Chain Management in DIGITAL FARMING SOFTWARE Market, By Region,2021-2028, (USD Million)

TABLE 29 Global Supply Chain Management in DIGITAL FARMING SOFTWARE Market, By technology,2021-2028, (USD Million)

TABLE 30 Global Drone Analytics in DIGITAL FARMING SOFTWARE Market, By Region,2021-2028, (USD Million)

TABLE 31 Global Drone Analytics in DIGITAL FARMING SOFTWARE Market, By technology,2021-2028, (USD Million)

TABLE 32 Global Financial Management in DIGITAL FARMING SOFTWARE Market, By Region,2021-2028, (USD Million)

TABLE 33 Global Financial Management in DIGITAL FARMING SOFTWARE Market, By technology,2021-2028, (USD Million)

TABLE 34 Global Agriculture Robots in DIGITAL FARMING SOFTWARE Market, By Region,2021-2028, (USD Million)

TABLE 35 Global Agriculture Robots in DIGITAL FARMING SOFTWARE Market, By technology,2021-2028, (USD Million)

TABLE 36 Global others in DIGITAL FARMING SOFTWARE Market, By Region,2021-2028, (USD Million)

TABLE 37 GLOBAL digital farming software market, By rEGION, 2019-2028 (USD Million)

TABLE 38 north america digital farming software market, By COUNTRY, 2019-2028 (USD Million)

TABLE 39 north america digital farming software Market, By component, 2019-2028 (USD Million)

TABLE 40 north america software in digital farming software Market, By type, 2019-2028 (USD Million)

TABLE 41 north america services in digital farming software market, By type, 2019-2028 (USD Million)

TABLE 42 north america managed services in digital farming software Market, By Type, 2019-2028 (USD Million)

TABLE 43 north america professional services in digital farming software Market, By Type, 2019-2028 (USD Million)

TABLE 44 north america digital farming software Market, By technology, 2019-2028 (USD Million)

TABLE 45 north america remote sensing in digital farming software Market, By type, 2019-2028 (USD Million)

TABLE 46 north america Guidance technology in digital farming software Market, By type, 2019-2028 (USD Million)

TABLE 47 north america VARIABLE RATE TECHNOLOGY IN digital farming software Market, By TYPE, 2019-2028 (USD Million)

TABLE 48 north america WIRELESS CONNECTIVITY IN Digital farming software market, By type, 2019-2028 (USD Million)

TABLE 49 north america digital farming software market, By application, 2019-2028 (USD Million)

TABLE 50 north america precision farming in digital farming software market, By type, 2019-2028 (USD Million)

TABLE 51 north america yield monitoring in digital farming software market, By type, 2019-2028 (USD Million)

TABLE 52 north america precision farming in digital farming software market, By technology, 2019-2028 (USD Million)

TABLE 53 north america livestock monitoring in digital farming software market, By technology, 2019-2028 (USD Million)

TABLE 54 north america greenhouse management in digital farming software market, By technology, 2019-2028 (USD Million)

TABLE 55 north america supply chain management in digital farming software market, By technology, 2019-2028 (USD Million)

TABLE 56 north america financial management in digital farming software market, By technology, 2019-2028 (USD Million)

TABLE 57 north america drone analytics in digital farming software market, By technology, 2019-2028 (USD Million)

TABLE 58 north america agriculture robots in digital farming software market, By technology, 2019-2028 (USD Million)

TABLE 59 u.s. digital farming software Market, By component, 2019-2028 (USD Million)

TABLE 60 u.s. software in digital farming software Market, By type, 2019-2028 (USD Million)

TABLE 61 u.s. services in digital farming software market, By type, 2019-2028 (USD Million)

TABLE 62 u.s. managed services in digital farming software Market, By Type, 2019-2028 (USD Million)

TABLE 63 u.s. professional services in digital farming software Market, By Type, 2019-2028 (USD Million)

TABLE 64 u.s. digital farming software Market, By technology, 2019-2028 (USD Million)

TABLE 65 u.s. remote sensing in digital farming software Market, By type, 2019-2028 (USD Million)

TABLE 66 u.s. Guidance technology in digital farming software Market, By type, 2019-2028 (USD Million)

TABLE 67 u.s. VARIABLE RATE TECHNOLOGY IN digital farming software Market, By TYPE, 2019-2028 (USD Million)

TABLE 68 u.s. WIRELESS CONNECTIVITY IN Digital farming software market, By type, 2019-2028 (USD Million)

TABLE 69 u.s. digital farming software market, By application, 2019-2028 (USD Million)

TABLE 70 u.s. precision farming in digital farming software market, By type, 2019-2028 (USD Million)

TABLE 71 u.s. yield monitoring in digital farming software market, By type, 2019-2028 (USD Million)

TABLE 72 u.s. precision farming in digital farming software market, By technology, 2019-2028 (USD Million)

TABLE 73 u.s. livestock monitoring in digital farming software market, By technology, 2019-2028 (USD Million)

TABLE 74 u.s. greenhouse management in digital farming software market, By technology, 2019-2028 (USD Million)

TABLE 75 u.s. supply chain management in digital farming software market, By technology, 2019-2028 (USD Million)

TABLE 76 u.s. financial management in digital farming software market, By technology, 2019-2028 (USD Million)

TABLE 77 u.s. drone analytics in digital farming software market, By technology, 2019-2028 (USD Million)

TABLE 78 u.s. agriculture robots in digital farming software market, By technology, 2019-2028 (USD Million)

TABLE 79 canada digital farming software Market, By component, 2019-2028 (USD Million)

TABLE 80 canada software in digital farming software Market, By type, 2019-2028 (USD Million)

TABLE 81 canada services in digital farming software market, By type, 2019-2028 (USD Million)

TABLE 82 canada managed services in digital farming software Market, By Type, 2019-2028 (USD Million)

TABLE 83 canada professional services in digital farming software Market, By Type, 2019-2028 (USD Million)

TABLE 84 canada digital farming software Market, By technology, 2019-2028 (USD Million)

TABLE 85 canada remote sensing in digital farming software Market, By type, 2019-2028 (USD Million)

TABLE 86 canada Guidance technology in digital farming software Market, By type, 2019-2028 (USD Million)

TABLE 87 canada VARIABLE RATE TECHNOLOGY IN digital farming software Market, By TYPE, 2019-2028 (USD Million)

TABLE 88 canada WIRELESS CONNECTIVITY IN Digital farming software market, By type, 2019-2028 (USD Million)

TABLE 89 canada digital farming software market, By application, 2019-2028 (USD Million)

TABLE 90 canada precision farming in digital farming software market, By type, 2019-2028 (USD Million)

TABLE 91 canada yield monitoring in digital farming software market, By type, 2019-2028 (USD Million)

TABLE 92 canada precision farming in digital farming software market, By technology, 2019-2028 (USD Million)

TABLE 93 canada livestock monitoring in digital farming software market, By technology, 2019-2028 (USD Million)

TABLE 94 canada greenhouse management in digital farming software market, By technology, 2019-2028 (USD Million)

TABLE 95 canada supply chain management in digital farming software market, By technology, 2019-2028 (USD Million)

TABLE 96 canada financial management in digital farming software market, By technology, 2019-2028 (USD Million)

TABLE 97 canada drone analytics in digital farming software market, By technology, 2019-2028 (USD Million)

TABLE 98 canada agriculture robots in digital farming software market, By technology, 2019-2028 (USD Million)

TABLE 99 mexico digital farming software Market, By component, 2019-2028 (USD Million)

TABLE 100 mexico software in digital farming software Market, By type, 2019-2028 (USD Million)

TABLE 101 mexico services in digital farming software market, By type, 2019-2028 (USD Million)

TABLE 102 mexico managed services in digital farming software Market, By Type, 2019-2028 (USD Million)

TABLE 103 mexico professional services in digital farming software Market, By Type, 2019-2028 (USD Million)

TABLE 104 mexico digital farming software Market, By technology, 2019-2028 (USD Million)

TABLE 105 mexico remote sensing in digital farming software Market, By type, 2019-2028 (USD Million)

TABLE 106 mexico Guidance technology in digital farming software Market, By type, 2019-2028 (USD Million)

TABLE 107 mexico VARIABLE RATE TECHNOLOGY IN digital farming software Market, By TYPE, 2019-2028 (USD Million)

TABLE 108 mexico WIRELESS CONNECTIVITY IN Digital farming software market, By type, 2019-2028 (USD Million)

TABLE 109 mexico digital farming software market, By application, 2019-2028 (USD Million)

TABLE 110 mexico precision farming in digital farming software market, By type, 2019-2028 (USD Million)

TABLE 111 mexico yield monitoring in digital farming software market, By type, 2019-2028 (USD Million)

TABLE 112 mexico precision farming in digital farming software market, By technology, 2019-2028 (USD Million)

TABLE 113 mexico livestock monitoring in digital farming software market, By technology, 2019-2028 (USD Million)

TABLE 114 mexico greenhouse management in digital farming software market, By technology, 2019-2028 (USD Million)

TABLE 115 mexico supply chain management in digital farming software market, By technology, 2019-2028 (USD Million)

TABLE 116 mexico financial management in digital farming software market, By technology, 2019-2028 (USD Million)

TABLE 117 mexico drone analytics in digital farming software market, By technology, 2019-2028 (USD Million)

TABLE 118 mexico agriculture robots in digital farming software market, By technology, 2019-2028 (USD Million)

TABLE 119 EUROPE digital farming software market, By COUNTRY, 2019-2028 (USD Million)

TABLE 120 EUROPE digital farming software Market, By component, 2019-2028 (USD Million)

TABLE 121 EUROPE software in digital farming software Market, By type, 2019-2028 (USD Million)

TABLE 122 EUROPE services in digital farming software market, By type, 2019-2028 (USD Million)

TABLE 123 EUROPE managed services in digital farming software Market, By Type, 2019-2028 (USD Million)

TABLE 124 EUROPE professional services in digital farming software Market, By Type, 2019-2028 (USD Million)

TABLE 125 EUROPE digital farming software Market, By technology, 2019-2028 (USD Million)

TABLE 126 EUROPE remote sensing in digital farming software Market, By type, 2019-2028 (USD Million)

TABLE 127 EUROPE Guidance technology in digital farming software Market, By type, 2019-2028 (USD Million)

TABLE 128 EUROPE VARIABLE RATE TECHNOLOGY IN digital farming software Market, By TYPE, 2019-2028 (USD Million)

TABLE 129 EUROPE WIRELESS CONNECTIVITY IN Digital farming software market, By type, 2019-2028 (USD Million)

TABLE 130 EUROPE digital farming software market, By application, 2019-2028 (USD Million)

TABLE 131 EUROPE precision farming in digital farming software market, By type, 2019-2028 (USD Million)

TABLE 132 EUROPE yield monitoring in digital farming software market, By type, 2019-2028 (USD Million)

TABLE 133 EUROPE precision farming in digital farming software market, By technology, 2019-2028 (USD Million)

TABLE 134 EUROPE livestock monitoring in digital farming software market, By technology, 2019-2028 (USD Million)

TABLE 135 EUROPE greenhouse management in digital farming software market, By technology, 2019-2028 (USD Million)

TABLE 136 eUROPE supply chain management in digital farming software market, By technology, 2019-2028 (USD Million)

TABLE 137 EUROPE financial management in digital farming software market, By technology, 2019-2028 (USD Million)

TABLE 138 EUROPE drone analytics in digital farming software market, By technology, 2019-2028 (USD Million)

TABLE 139 EUROPE agriculture robots in digital farming software market, By technology, 2019-2028 (USD Million)

TABLE 140 germany digital farming software Market, By component, 2019-2028 (USD Million)

TABLE 141 germany software in digital farming software Market, By type, 2019-2028 (USD Million)

TABLE 142 germany services in digital farming software market, By type, 2019-2028 (USD Million)

TABLE 143 germany managed services in digital farming software Market, By Type, 2019-2028 (USD Million)

TABLE 144 germany professional services in digital farming software Market, By Type, 2019-2028 (USD Million)

TABLE 145 germany digital farming software Market, By technology, 2019-2028 (USD Million)

TABLE 146 germany remote sensing in digital farming software Market, By type, 2019-2028 (USD Million)

TABLE 147 germany Guidance technology in digital farming software Market, By type, 2019-2028 (USD Million)

TABLE 148 germany VARIABLE RATE TECHNOLOGY IN digital farming software Market, By TYPE, 2019-2028 (USD Million)

TABLE 149 germany WIRELESS CONNECTIVITY IN Digital farming software market, By type, 2019-2028 (USD Million)

TABLE 150 germany digital farming software market, By application, 2019-2028 (USD Million)

TABLE 151 germany precision farming in digital farming software market, By type, 2019-2028 (USD Million)

TABLE 152 germany yield monitoring in digital farming software market, By type, 2019-2028 (USD Million)

TABLE 153 germany precision farming in digital farming software market, By technology, 2019-2028 (USD Million)

TABLE 154 germany livestock monitoring in digital farming software market, By technology, 2019-2028 (USD Million)

TABLE 155 germany greenhouse management in digital farming software market, By technology, 2019-2028 (USD Million)

TABLE 156 germany supply chain management in digital farming software market, By technology, 2019-2028 (USD Million)

TABLE 157 germany financial management in digital farming software market, By technology, 2019-2028 (USD Million)

TABLE 158 germany drone analytics in digital farming software market, By technology, 2019-2028 (USD Million)

TABLE 159 germany agriculture robots in digital farming software market, By technology, 2019-2028 (USD Million)

TABLE 160 u.k. digital farming software Market, By component, 2019-2028 (USD Million)

TABLE 161 u.k. software in digital farming software Market, By type, 2019-2028 (USD Million)

TABLE 162 u.k. services in digital farming software market, By type, 2019-2028 (USD Million)

TABLE 163 u.k. managed services in digital farming software Market, By Type, 2019-2028 (USD Million)

TABLE 164 u.k. professional services in digital farming software Market, By Type, 2019-2028 (USD Million)

TABLE 165 u.k. digital farming software Market, By technology, 2019-2028 (USD Million)

TABLE 166 u.k. remote sensing in digital farming software Market, By type, 2019-2028 (USD Million)

TABLE 167 u.k. Guidance technology in digital farming software Market, By type, 2019-2028 (USD Million)

TABLE 168 u.k. VARIABLE RATE TECHNOLOGY IN digital farming software Market, By TYPE, 2019-2028 (USD Million)

TABLE 169 u.k. WIRELESS CONNECTIVITY IN Digital farming software market, By type, 2019-2028 (USD Million)

TABLE 170 u.k. digital farming software market, By application, 2019-2028 (USD Million)

TABLE 171 u.k. precision farming in digital farming software market, By type, 2019-2028 (USD Million)

TABLE 172 u.k. yield monitoring in digital farming software market, By type, 2019-2028 (USD Million)

TABLE 173 u.k. precision farming in digital farming software market, By technology, 2019-2028 (USD Million)

TABLE 174 u.k. livestock monitoring in digital farming software market, By technology, 2019-2028 (USD Million)

TABLE 175 u.k. greenhouse management in digital farming software market, By technology, 2019-2028 (USD Million)

TABLE 176 u.k. supply chain management in digital farming software market, By technology, 2019-2028 (USD Million)

TABLE 177 u.k. financial management in digital farming software market, By technology, 2019-2028 (USD Million)

TABLE 178 u.k. drone analytics in digital farming software market, By technology, 2019-2028 (USD Million)

TABLE 179 u.k. agriculture robots in digital farming software market, By technology, 2019-2028 (USD Million)

TABLE 180 france digital farming software Market, By component, 2019-2028 (USD Million)

TABLE 181 france software in digital farming software Market, By type, 2019-2028 (USD Million)

TABLE 182 france services in digital farming software market, By type, 2019-2028 (USD Million)

TABLE 183 france managed services in digital farming software Market, By Type, 2019-2028 (USD Million)

TABLE 184 france professional services in digital farming software Market, By Type, 2019-2028 (USD Million)

TABLE 185 france digital farming software Market, By technology, 2019-2028 (USD Million)

TABLE 186 france remote sensing in digital farming software Market, By type, 2019-2028 (USD Million)

TABLE 187 france Guidance technology in digital farming software Market, By type, 2019-2028 (USD Million)

TABLE 188 france VARIABLE RATE TECHNOLOGY IN digital farming software Market, By TYPE, 2019-2028 (USD Million)

TABLE 189 france WIRELESS CONNECTIVITY IN Digital farming software market, By type, 2019-2028 (USD Million)

TABLE 190 france digital farming software market, By application, 2019-2028 (USD Million)

TABLE 191 france precision farming in digital farming software market, By type, 2019-2028 (USD Million)

TABLE 192 france yield monitoring in digital farming software market, By type, 2019-2028 (USD Million)

TABLE 193 france precision farming in digital farming software market, By technology, 2019-2028 (USD Million)

TABLE 194 france livestock monitoring in digital farming software market, By technology, 2019-2028 (USD Million)

TABLE 195 france greenhouse management in digital farming software market, By technology, 2019-2028 (USD Million)

TABLE 196 france supply chain management in digital farming software market, By technology, 2019-2028 (USD Million)

TABLE 197 france financial management in digital farming software market, By technology, 2019-2028 (USD Million)

TABLE 198 france drone analytics in digital farming software market, By technology, 2019-2028 (USD Million)

TABLE 199 france agriculture robots in digital farming software market, By technology, 2019-2028 (USD Million)

TABLE 200 italy digital farming software Market, By component, 2019-2028 (USD Million)

TABLE 201 italy software in digital farming software Market, By type, 2019-2028 (USD Million)

TABLE 202 italy services in digital farming software market, By type, 2019-2028 (USD Million)

TABLE 203 italy managed services in digital farming software Market, By Type, 2019-2028 (USD Million)

TABLE 204 italy professional services in digital farming software Market, By Type, 2019-2028 (USD Million)

TABLE 205 italy digital farming software Market, By technology, 2019-2028 (USD Million)

TABLE 206 italy remote sensing in digital farming software Market, By type, 2019-2028 (USD Million)

TABLE 207 italy Guidance technology in digital farming software Market, By type, 2019-2028 (USD Million)

TABLE 208 italy VARIABLE RATE TECHNOLOGY IN digital farming software Market, By TYPE, 2019-2028 (USD Million)

TABLE 209 italy WIRELESS CONNECTIVITY IN Digital farming software market, By type, 2019-2028 (USD Million)

TABLE 210 italy digital farming software market, By application, 2019-2028 (USD Million)

TABLE 211 italy precision farming in digital farming software market, By type, 2019-2028 (USD Million)

TABLE 212 italy yield monitoring in digital farming software market, By type, 2019-2028 (USD Million)

TABLE 213 italy precision farming in digital farming software market, By technology, 2019-2028 (USD Million)

TABLE 214 italy livestock monitoring in digital farming software market, By technology, 2019-2028 (USD Million)

TABLE 215 italy greenhouse management in digital farming software market, By technology, 2019-2028 (USD Million)

TABLE 216 italy supply chain management in digital farming software market, By technology, 2019-2028 (USD Million)

TABLE 217 italy financial management in digital farming software market, By technology, 2019-2028 (USD Million)

TABLE 218 italy drone analytics in digital farming software market, By technology, 2019-2028 (USD Million)

TABLE 219 italy agriculture robots in digital farming software market, By technology, 2019-2028 (USD Million)

TABLE 220 spain digital farming software Market, By component, 2019-2028 (USD Million)

TABLE 221 spain software in digital farming software Market, By type, 2019-2028 (USD Million)

TABLE 222 spain services in digital farming software market, By type, 2019-2028 (USD Million)

TABLE 223 spain managed services in digital farming software Market, By Type, 2019-2028 (USD Million)

TABLE 224 spain professional services in digital farming software Market, By Type, 2019-2028 (USD Million)

TABLE 225 spain digital farming software Market, By technology, 2019-2028 (USD Million)

TABLE 226 spain remote sensing in digital farming software Market, By type, 2019-2028 (USD Million)

TABLE 227 spain Guidance technology in digital farming software Market, By type, 2019-2028 (USD Million)

TABLE 228 spain VARIABLE RATE TECHNOLOGY IN digital farming software Market, By TYPE, 2019-2028 (USD Million)

TABLE 229 spain WIRELESS CONNECTIVITY IN Digital farming software market, By type, 2019-2028 (USD Million)

TABLE 230 spain digital farming software market, By application, 2019-2028 (USD Million)

TABLE 231 spain precision farming in digital farming software market, By type, 2019-2028 (USD Million)

TABLE 232 spain yield monitoring in digital farming software market, By type, 2019-2028 (USD Million)

TABLE 233 spain precision farming in digital farming software market, By technology, 2019-2028 (USD Million)

TABLE 234 spain livestock monitoring in digital farming software market, By technology, 2019-2028 (USD Million)

TABLE 235 spain greenhouse management in digital farming software market, By technology, 2019-2028 (USD Million)

TABLE 236 spain supply chain management in digital farming software market, By technology, 2019-2028 (USD Million)

TABLE 237 spain financial management in digital farming software market, By technology, 2019-2028 (USD Million)

TABLE 238 spain drone analytics in digital farming software market, By technology, 2019-2028 (USD Million)

TABLE 239 spain agriculture robots in digital farming software market, By technology, 2019-2028 (USD Million)

TABLE 240 turkey digital farming software Market, By component, 2019-2028 (USD Million)

TABLE 241 turkey software in digital farming software Market, By type, 2019-2028 (USD Million)

TABLE 242 turkey services in digital farming software market, By type, 2019-2028 (USD Million)

TABLE 243 turkey managed services in digital farming software Market, By Type, 2019-2028 (USD Million)

TABLE 244 turkey professional services in digital farming software Market, By Type, 2019-2028 (USD Million)

TABLE 245 turkey digital farming software Market, By technology, 2019-2028 (USD Million)

TABLE 246 turkey remote sensing in digital farming software Market, By type, 2019-2028 (USD Million)

TABLE 247 turkey Guidance technology in digital farming software Market, By type, 2019-2028 (USD Million)

TABLE 248 turkey VARIABLE RATE TECHNOLOGY IN digital farming software Market, By TYPE, 2019-2028 (USD Million)

TABLE 249 turkey WIRELESS CONNECTIVITY IN Digital farming software market, By type, 2019-2028 (USD Million)

TABLE 250 turkey digital farming software market, By application, 2019-2028 (USD Million)

TABLE 251 turkey precision farming in digital farming software market, By type, 2019-2028 (USD Million)

TABLE 252 turkey yield monitoring in digital farming software market, By type, 2019-2028 (USD Million)

TABLE 253 turkey precision farming in digital farming software market, By technology, 2019-2028 (USD Million)

TABLE 254 turkey livestock monitoring in digital farming software market, By technology, 2019-2028 (USD Million)

TABLE 255 turkey greenhouse management in digital farming software market, By technology, 2019-2028 (USD Million)

TABLE 256 turkey supply chain management in digital farming software market, By technology, 2019-2028 (USD Million)

TABLE 257 turkey financial management in digital farming software market, By technology, 2019-2028 (USD Million)

TABLE 258 turkey drone analytics in digital farming software market, By technology, 2019-2028 (USD Million)

TABLE 259 turkey agriculture robots in digital farming software market, By technology, 2019-2028 (USD Million)

TABLE 260 russia digital farming software Market, By component, 2019-2028 (USD Million)

TABLE 261 russia software in digital farming software Market, By type, 2019-2028 (USD Million)

TABLE 262 russia services in digital farming software market, By type, 2019-2028 (USD Million)

TABLE 263 russia managed services in digital farming software Market, By Type, 2019-2028 (USD Million)

TABLE 264 russia professional services in digital farming software Market, By Type, 2019-2028 (USD Million)

TABLE 265 russia digital farming software Market, By technology, 2019-2028 (USD Million)

TABLE 266 russia remote sensing in digital farming software Market, By type, 2019-2028 (USD Million)

TABLE 267 russia Guidance technology in digital farming software Market, By type, 2019-2028 (USD Million)

TABLE 268 russia VARIABLE RATE TECHNOLOGY IN digital farming software Market, By TYPE, 2019-2028 (USD Million)

TABLE 269 russia WIRELESS CONNECTIVITY IN Digital farming software market, By type, 2019-2028 (USD Million)

TABLE 270 russia digital farming software market, By application, 2019-2028 (USD Million)

TABLE 271 russia precision farming in digital farming software market, By type, 2019-2028 (USD Million)

TABLE 272 russia yield monitoring in digital farming software market, By type, 2019-2028 (USD Million)

TABLE 273 russia precision farming in digital farming software market, By technology, 2019-2028 (USD Million)

TABLE 274 russia livestock monitoring in digital farming software market, By technology, 2019-2028 (USD Million)

TABLE 275 russia greenhouse management in digital farming software market, By technology, 2019-2028 (USD Million)

TABLE 276 russia supply chain management in digital farming software market, By technology, 2019-2028 (USD Million)

TABLE 277 russia financial management in digital farming software market, By technology, 2019-2028 (USD Million)

TABLE 278 russia drone analytics in digital farming software market, By technology, 2019-2028 (USD Million)

TABLE 279 russia agriculture robots in digital farming software market, By technology, 2019-2028 (USD Million)

TABLE 280 netherlands digital farming software Market, By component, 2019-2028 (USD Million)

TABLE 281 netherlands software in digital farming software Market, By type, 2019-2028 (USD Million)

TABLE 282 netherlands services in digital farming software market, By type, 2019-2028 (USD Million)

TABLE 283 netherlands managed services in digital farming software Market, By Type, 2019-2028 (USD Million)

TABLE 284 netherlands professional services in digital farming software Market, By Type, 2019-2028 (USD Million)

TABLE 285 netherlands digital farming software Market, By technology, 2019-2028 (USD Million)

TABLE 286 netherlands remote sensing in digital farming software Market, By type, 2019-2028 (USD Million)

TABLE 287 netherlands Guidance technology in digital farming software Market, By type, 2019-2028 (USD Million)

TABLE 288 netherlands VARIABLE RATE TECHNOLOGY IN digital farming software Market, By TYPE, 2019-2028 (USD Million)

TABLE 289 netherlands WIRELESS CONNECTIVITY IN Digital farming software market, By type, 2019-2028 (USD Million)

TABLE 290 netherlands digital farming software market, By application, 2019-2028 (USD Million)

TABLE 291 netherlands precision farming in digital farming software market, By type, 2019-2028 (USD Million)

TABLE 292 netherlands yield monitoring in digital farming software market, By type, 2019-2028 (USD Million)

TABLE 293 netherlands precision farming in digital farming software market, By technology, 2019-2028 (USD Million)

TABLE 294 netherlands livestock monitoring in digital farming software market, By technology, 2019-2028 (USD Million)

TABLE 295 netherlands greenhouse management in digital farming software market, By technology, 2019-2028 (USD Million)

TABLE 296 netherlands supply chain management in digital farming software market, By technology, 2019-2028 (USD Million)

TABLE 297 netherlands financial management in digital farming software market, By technology, 2019-2028 (USD Million)

TABLE 298 netherlands drone analytics in digital farming software market, By technology, 2019-2028 (USD Million)

TABLE 299 netherlands agriculture robots in digital farming software market, By technology, 2019-2028 (USD Million)

TABLE 300 belgium digital farming software Market, By component, 2019-2028 (USD Million)

TABLE 301 belgium software in digital farming software Market, By type, 2019-2028 (USD Million)

TABLE 302 belgium services in digital farming software market, By type, 2019-2028 (USD Million)

TABLE 303 belgium managed services in digital farming software Market, By Type, 2019-2028 (USD Million)

TABLE 304 belgium professional services in digital farming software Market, By Type, 2019-2028 (USD Million)

TABLE 305 belgium digital farming software Market, By technology, 2019-2028 (USD Million)

TABLE 306 belgium remote sensing in digital farming software Market, By type, 2019-2028 (USD Million)

TABLE 307 belgium Guidance technology in digital farming software Market, By type, 2019-2028 (USD Million)

TABLE 308 belgium VARIABLE RATE TECHNOLOGY IN digital farming software Market, By TYPE, 2019-2028 (USD Million)

TABLE 309 belgium WIRELESS CONNECTIVITY IN Digital farming software market, By type, 2019-2028 (USD Million)

TABLE 310 belgium digital farming software market, By application, 2019-2028 (USD Million)

TABLE 311 belgium precision farming in digital farming software market, By type, 2019-2028 (USD Million)

TABLE 312 belgium yield monitoring in digital farming software market, By type, 2019-2028 (USD Million)

TABLE 313 belgium precision farming in digital farming software market, By technology, 2019-2028 (USD Million)

TABLE 314 belgium livestock monitoring in digital farming software market, By technology, 2019-2028 (USD Million)

TABLE 315 belgium greenhouse management in digital farming software market, By technology, 2019-2028 (USD Million)

TABLE 316 belgium supply chain management in digital farming software market, By technology, 2019-2028 (USD Million)

TABLE 317 belgium financial management in digital farming software market, By technology, 2019-2028 (USD Million)

TABLE 318 belgium drone analytics in digital farming software market, By technology, 2019-2028 (USD Million)

TABLE 319 belgium agriculture robots in digital farming software market, By technology, 2019-2028 (USD Million)

TABLE 320 switzerland digital farming software Market, By component, 2019-2028 (USD Million)

TABLE 321 switzerland software in digital farming software Market, By type, 2019-2028 (USD Million)

TABLE 322 switzerland services in digital farming software market, By type, 2019-2028 (USD Million)

TABLE 323 switzerland managed services in digital farming software Market, By Type, 2019-2028 (USD Million)

TABLE 324 switzerland professional services in digital farming software Market, By Type, 2019-2028 (USD Million)

TABLE 325 switzerland digital farming software Market, By technology, 2019-2028 (USD Million)

TABLE 326 switzerland remote sensing in digital farming software Market, By type, 2019-2028 (USD Million)

TABLE 327 switzerland Guidance technology in digital farming software Market, By type, 2019-2028 (USD Million)

TABLE 328 switzerland VARIABLE RATE TECHNOLOGY IN digital farming software Market, By TYPE, 2019-2028 (USD Million)

TABLE 329 switzerland WIRELESS CONNECTIVITY IN Digital farming software market, By type, 2019-2028 (USD Million)

TABLE 330 switzerland digital farming software market, By application, 2019-2028 (USD Million)

TABLE 331 switzerland precision farming in digital farming software market, By type, 2019-2028 (USD Million)

TABLE 332 switzerland yield monitoring in digital farming software market, By type, 2019-2028 (USD Million)

TABLE 333 switzerland precision farming in digital farming software market, By technology, 2019-2028 (USD Million)

TABLE 334 switzerland livestock monitoring in digital farming software market, By technology, 2019-2028 (USD Million)

TABLE 335 switzerland greenhouse management in digital farming software market, By technology, 2019-2028 (USD Million)

TABLE 336 switzerland supply chain management in digital farming software market, By technology, 2019-2028 (USD Million)

TABLE 337 switzerland financial management in digital farming software market, By technology, 2019-2028 (USD Million)

TABLE 338 switzerland drone analytics in digital farming software market, By technology, 2019-2028 (USD Million)

TABLE 339 switzerland agriculture robots in digital farming software market, By technology, 2019-2028 (USD Million)

TABLE 340 rest of europe digital farming software Market, By component, 2019-2028 (USD Million)

TABLE 341 asia-pacific digital farming software market, By COUNTRY, 2019-2028 (USD Million)

TABLE 342 asia-pacific digital farming software Market, By component, 2019-2028 (USD Million)

TABLE 343 asia-pacific software in digital farming software Market, By type, 2019-2028 (USD Million)

TABLE 344 asia-pacific services in digital farming software market, By type, 2019-2028 (USD Million)

TABLE 345 asia-pacific managed services in digital farming software Market, By Type, 2019-2028 (USD Million)

TABLE 346 asia-pacific professional services in digital farming software Market, By Type, 2019-2028 (USD Million)

TABLE 347 asia-pacific digital farming software Market, By technology, 2019-2028 (USD Million)

TABLE 348 asia-pacific remote sensing in digital farming software Market, By type, 2019-2028 (USD Million)

TABLE 349 asia-pacific Guidance technology in digital farming software Market, By type, 2019-2028 (USD Million)

TABLE 350 asia-pacific VARIABLE RATE TECHNOLOGY IN digital farming software Market, By TYPE, 2019-2028 (USD Million)

TABLE 351 asia-pacific WIRELESS CONNECTIVITY IN Digital farming software market, By type, 2019-2028 (USD Million)

TABLE 352 asia-pacific digital farming software market, By application, 2019-2028 (USD Million)

TABLE 353 asia-pacific precision farming in digital farming software market, By type, 2019-2028 (USD Million)

TABLE 354 asia-pacific yield monitoring in digital farming software market, By type, 2019-2028 (USD Million)

TABLE 355 asia-pacific precision farming in digital farming software market, By technology, 2019-2028 (USD Million)

TABLE 356 asia-pacific livestock monitoring in digital farming software market, By technology, 2019-2028 (USD Million)

TABLE 357 asia-pacific greenhouse management in digital farming software market, By technology, 2019-2028 (USD Million)

TABLE 358 asia-pacific supply chain management in digital farming software market, By technology, 2019-2028 (USD Million)

TABLE 359 asia-pacific financial management in digital farming software market, By technology, 2019-2028 (USD Million)

TABLE 360 asia-pacific drone analytics in digital farming software market, By technology, 2019-2028 (USD Million)

TABLE 361 asia-pacific agriculture robots in digital farming software market, By technology, 2019-2028 (USD Million)

TABLE 362 china digital farming software Market, By component, 2019-2028 (USD Million)

TABLE 363 china software in digital farming software Market, By type, 2019-2028 (USD Million)

TABLE 364 china services in digital farming software market, By type, 2019-2028 (USD Million)

TABLE 365 china managed services in digital farming software Market, By Type, 2019-2028 (USD Million)

TABLE 366 china professional services in digital farming software Market, By Type, 2019-2028 (USD Million)

TABLE 367 china digital farming software Market, By technology, 2019-2028 (USD Million)

TABLE 368 china remote sensing in digital farming software Market, By type, 2019-2028 (USD Million)

TABLE 369 china Guidance technology in digital farming software Market, By type, 2019-2028 (USD Million)

TABLE 370 china VARIABLE RATE TECHNOLOGY IN digital farming software Market, By TYPE, 2019-2028 (USD Million)

TABLE 371 china WIRELESS CONNECTIVITY IN Digital farming software market, By type, 2019-2028 (USD Million)

TABLE 372 china digital farming software market, By application, 2019-2028 (USD Million)

TABLE 373 china precision farming in digital farming software market, By type, 2019-2028 (USD Million)

TABLE 374 china yield monitoring in digital farming software market, By type, 2019-2028 (USD Million)

TABLE 375 china precision farming in digital farming software market, By technology, 2019-2028 (USD Million)

TABLE 376 china livestock monitoring in digital farming software market, By technology, 2019-2028 (USD Million)

TABLE 377 china greenhouse management in digital farming software market, By technology, 2019-2028 (USD Million)

TABLE 378 china supply chain management in digital farming software market, By technology, 2019-2028 (USD Million)

TABLE 379 china financial management in digital farming software market, By technology, 2019-2028 (USD Million)

TABLE 380 china drone analytics in digital farming software market, By technology, 2019-2028 (USD Million)

TABLE 381 china agriculture robots in digital farming software market, By technology, 2019-2028 (USD Million)

TABLE 382 japan digital farming software Market, By component, 2019-2028 (USD Million)

TABLE 383 japan software in digital farming software Market, By type, 2019-2028 (USD Million)

TABLE 384 japan services in digital farming software market, By type, 2019-2028 (USD Million)

TABLE 385 japan managed services in digital farming software Market, By Type, 2019-2028 (USD Million)

TABLE 386 japan professional services in digital farming software Market, By Type, 2019-2028 (USD Million)

TABLE 387 japan digital farming software Market, By technology, 2019-2028 (USD Million)

TABLE 388 japan remote sensing in digital farming software Market, By type, 2019-2028 (USD Million)

TABLE 389 japan Guidance technology in digital farming software Market, By type, 2019-2028 (USD Million)

TABLE 390 japan VARIABLE RATE TECHNOLOGY IN digital farming software Market, By TYPE, 2019-2028 (USD Million)

TABLE 391 japan WIRELESS CONNECTIVITY IN Digital farming software market, By type, 2019-2028 (USD Million)

TABLE 392 japan digital farming software market, By application, 2019-2028 (USD Million)

TABLE 393 japan precision farming in digital farming software market, By type, 2019-2028 (USD Million)

TABLE 394 japan yield monitoring in digital farming software market, By type, 2019-2028 (USD Million)

TABLE 395 japan precision farming in digital farming software market, By technology, 2019-2028 (USD Million)

TABLE 396 japan livestock monitoring in digital farming software market, By technology, 2019-2028 (USD Million)

TABLE 397 japan greenhouse management in digital farming software market, By technology, 2019-2028 (USD Million)

TABLE 398 japan supply chain management in digital farming software market, By technology, 2019-2028 (USD Million)

TABLE 399 japan financial management in digital farming software market, By technology, 2019-2028 (USD Million)

TABLE 400 japan drone analytics in digital farming software market, By technology, 2019-2028 (USD Million)

TABLE 401 japan agriculture robots in digital farming software market, By technology, 2019-2028 (USD Million)

TABLE 402 south korea digital farming software Market, By component, 2019-2028 (USD Million)

TABLE 403 south korea software in digital farming software Market, By type, 2019-2028 (USD Million)

TABLE 404 south korea services in digital farming software market, By type, 2019-2028 (USD Million)

TABLE 405 south korea managed services in digital farming software Market, By Type, 2019-2028 (USD Million)

TABLE 406 south korea professional services in digital farming software Market, By Type, 2019-2028 (USD Million)

TABLE 407 south korea digital farming software Market, By technology, 2019-2028 (USD Million)

TABLE 408 south korea remote sensing in digital farming software Market, By type, 2019-2028 (USD Million)

TABLE 409 south korea Guidance technology in digital farming software Market, By type, 2019-2028 (USD Million)

TABLE 410 south korea VARIABLE RATE TECHNOLOGY IN digital farming software Market, By TYPE, 2019-2028 (USD Million)

TABLE 411 south korea WIRELESS CONNECTIVITY IN Digital farming software market, By type, 2019-2028 (USD Million)

TABLE 412 south korea digital farming software market, By application, 2019-2028 (USD Million)

TABLE 413 south korea precision farming in digital farming software market, By type, 2019-2028 (USD Million)

TABLE 414 south korea yield monitoring in digital farming software market, By type, 2019-2028 (USD Million)

TABLE 415 south korea precision farming in digital farming software market, By technology, 2019-2028 (USD Million)

TABLE 416 south korea livestock monitoring in digital farming software market, By technology, 2019-2028 (USD Million)

TABLE 417 south korea greenhouse management in digital farming software market, By technology, 2019-2028 (USD Million)

TABLE 418 south korea supply chain management in digital farming software market, By technology, 2019-2028 (USD Million)

TABLE 419 south korea financial management in digital farming software market, By technology, 2019-2028 (USD Million)

TABLE 420 south korea drone analytics in digital farming software market, By technology, 2019-2028 (USD Million)

TABLE 421 south korea agriculture robots in digital farming software market, By technology, 2019-2028 (USD Million)

TABLE 422 australia digital farming software Market, By component, 2019-2028 (USD Million)

TABLE 423 australia software in digital farming software Market, By type, 2019-2028 (USD Million)

TABLE 424 australia services in digital farming software market, By type, 2019-2028 (USD Million)

TABLE 425 australia managed services in digital farming software Market, By Type, 2019-2028 (USD Million)

TABLE 426 australia professional services in digital farming software Market, By Type, 2019-2028 (USD Million)

TABLE 427 australia digital farming software Market, By technology, 2019-2028 (USD Million)

TABLE 428 australia remote sensing in digital farming software Market, By type, 2019-2028 (USD Million)

TABLE 429 australia Guidance technology in digital farming software Market, By type, 2019-2028 (USD Million)

TABLE 430 australia VARIABLE RATE TECHNOLOGY IN digital farming software Market, By TYPE, 2019-2028 (USD Million)

TABLE 431 australia WIRELESS CONNECTIVITY IN Digital farming software market, By type, 2019-2028 (USD Million)

TABLE 432 australia digital farming software market, By application, 2019-2028 (USD Million)

TABLE 433 australia precision farming in digital farming software market, By type, 2019-2028 (USD Million)

TABLE 434 australia yield monitoring in digital farming software market, By type, 2019-2028 (USD Million)

TABLE 435 australia precision farming in digital farming software market, By technology, 2019-2028 (USD Million)

TABLE 436 australia livestock monitoring in digital farming software market, By technology, 2019-2028 (USD Million)

TABLE 437 australia greenhouse management in digital farming software market, By technology, 2019-2028 (USD Million)

TABLE 438 australia supply chain management in digital farming software market, By technology, 2019-2028 (USD Million)

TABLE 439 australia financial management in digital farming software market, By technology, 2019-2028 (USD Million)

TABLE 440 australia drone analytics in digital farming software market, By technology, 2019-2028 (USD Million)

TABLE 441 australia agriculture robots in digital farming software market, By technology, 2019-2028 (USD Million)

TABLE 442 india digital farming software Market, By component, 2019-2028 (USD Million)

TABLE 443 india software in digital farming software Market, By type, 2019-2028 (USD Million)

TABLE 444 india services in digital farming software market, By type, 2019-2028 (USD Million)

TABLE 445 india managed services in digital farming software Market, By Type, 2019-2028 (USD Million)

TABLE 446 india professional services in digital farming software Market, By Type, 2019-2028 (USD Million)

TABLE 447 india digital farming software Market, By technology, 2019-2028 (USD Million)

TABLE 448 india remote sensing in digital farming software Market, By type, 2019-2028 (USD Million)

TABLE 449 india Guidance technology in digital farming software Market, By type, 2019-2028 (USD Million)

TABLE 450 india VARIABLE RATE TECHNOLOGY IN digital farming software Market, By TYPE, 2019-2028 (USD Million)

TABLE 451 india WIRELESS CONNECTIVITY IN Digital farming software market, By type, 2019-2028 (USD Million)

TABLE 452 india digital farming software market, By application, 2019-2028 (USD Million)

TABLE 453 india precision farming in digital farming software market, By type, 2019-2028 (USD Million)

TABLE 454 india yield monitoring in digital farming software market, By type, 2019-2028 (USD Million)

TABLE 455 india precision farming in digital farming software market, By technology, 2019-2028 (USD Million)

TABLE 456 india livestock monitoring in digital farming software market, By technology, 2019-2028 (USD Million)

TABLE 457 india greenhouse management in digital farming software market, By technology, 2019-2028 (USD Million)

TABLE 458 india supply chain management in digital farming software market, By technology, 2019-2028 (USD Million)

TABLE 459 india financial management in digital farming software market, By technology, 2019-2028 (USD Million)

TABLE 460 india drone analytics in digital farming software market, By technology, 2019-2028 (USD Million)

TABLE 461 india agriculture robots in digital farming software market, By technology, 2019-2028 (USD Million)

TABLE 462 singapore digital farming software Market, By component, 2019-2028 (USD Million)

TABLE 463 singapore software in digital farming software Market, By type, 2019-2028 (USD Million)

TABLE 464 singapore services in digital farming software market, By type, 2019-2028 (USD Million)

TABLE 465 singapore managed services in digital farming software Market, By Type, 2019-2028 (USD Million)

TABLE 466 singapore professional services in digital farming software Market, By Type, 2019-2028 (USD Million)

TABLE 467 singapore digital farming software Market, By technology, 2019-2028 (USD Million)

TABLE 468 singapore remote sensing in digital farming software Market, By type, 2019-2028 (USD Million)

TABLE 469 singapore Guidance technology in digital farming software Market, By type, 2019-2028 (USD Million)

TABLE 470 singapore VARIABLE RATE TECHNOLOGY IN digital farming software Market, By TYPE, 2019-2028 (USD Million)

TABLE 471 singapore WIRELESS CONNECTIVITY IN Digital farming software market, By type, 2019-2028 (USD Million)

TABLE 472 singapore digital farming software market, By application, 2019-2028 (USD Million)

TABLE 473 singapore precision farming in digital farming software market, By type, 2019-2028 (USD Million)

TABLE 474 singapore yield monitoring in digital farming software market, By type, 2019-2028 (USD Million)

TABLE 475 singapore precision farming in digital farming software market, By technology, 2019-2028 (USD Million)

TABLE 476 singapore livestock monitoring in digital farming software market, By technology, 2019-2028 (USD Million)

TABLE 477 singapore greenhouse management in digital farming software market, By technology, 2019-2028 (USD Million)

TABLE 478 singapore supply chain management in digital farming software market, By technology, 2019-2028 (USD Million)

TABLE 479 singapore financial management in digital farming software market, By technology, 2019-2028 (USD Million)

TABLE 480 singapore drone analytics in digital farming software market, By technology, 2019-2028 (USD Million)

TABLE 481 singapore agriculture robots in digital farming software market, By technology, 2019-2028 (USD Million)

TABLE 482 thailand digital farming software Market, By component, 2019-2028 (USD Million)

TABLE 483 thailand software in digital farming software Market, By type, 2019-2028 (USD Million)

TABLE 484 thailand services in digital farming software market, By type, 2019-2028 (USD Million)

TABLE 485 thailand managed services in digital farming software Market, By Type, 2019-2028 (USD Million)

TABLE 486 thailand professional services in digital farming software Market, By Type, 2019-2028 (USD Million)

TABLE 487 thailand digital farming software Market, By technology, 2019-2028 (USD Million)

TABLE 488 thailand remote sensing in digital farming software Market, By type, 2019-2028 (USD Million)

TABLE 489 thailand Guidance technology in digital farming software Market, By type, 2019-2028 (USD Million)

TABLE 490 thailand VARIABLE RATE TECHNOLOGY IN digital farming software Market, By TYPE, 2019-2028 (USD Million)

TABLE 491 thailand WIRELESS CONNECTIVITY IN Digital farming software market, By type, 2019-2028 (USD Million)

TABLE 492 thailand digital farming software market, By application, 2019-2028 (USD Million)

TABLE 493 thailand precision farming in digital farming software market, By type, 2019-2028 (USD Million)

TABLE 494 thailand yield monitoring in digital farming software market, By type, 2019-2028 (USD Million)

TABLE 495 thailand precision farming in digital farming software market, By technology, 2019-2028 (USD Million)

TABLE 496 thailand livestock monitoring in digital farming software market, By technology, 2019-2028 (USD Million)

TABLE 497 thailand greenhouse management in digital farming software market, By technology, 2019-2028 (USD Million)

TABLE 498 thailand supply chain management in digital farming software market, By technology, 2019-2028 (USD Million)

TABLE 499 thailand financial management in digital farming software market, By technology, 2019-2028 (USD Million)

TABLE 500 thailand drone analytics in digital farming software market, By technology, 2019-2028 (USD Million)

TABLE 501 thailand agriculture robots in digital farming software market, By technology, 2019-2028 (USD Million)

TABLE 502 malaysia digital farming software Market, By component, 2019-2028 (USD Million)

TABLE 503 malaysia software in digital farming software Market, By type, 2019-2028 (USD Million)

TABLE 504 malaysia services in digital farming software market, By type, 2019-2028 (USD Million)

TABLE 505 malaysia managed services in digital farming software Market, By Type, 2019-2028 (USD Million)

TABLE 506 malaysia professional services in digital farming software Market, By Type, 2019-2028 (USD Million)

TABLE 507 malaysia digital farming software Market, By technology, 2019-2028 (USD Million)

TABLE 508 malaysia remote sensing in digital farming software Market, By type, 2019-2028 (USD Million)

TABLE 509 malaysia Guidance technology in digital farming software Market, By type, 2019-2028 (USD Million)

TABLE 510 malaysia VARIABLE RATE TECHNOLOGY IN digital farming software Market, By TYPE, 2019-2028 (USD Million)

TABLE 511 malaysia WIRELESS CONNECTIVITY IN Digital farming software market, By type, 2019-2028 (USD Million)

TABLE 512 malaysia digital farming software market, By application, 2019-2028 (USD Million)

TABLE 513 malaysia precision farming in digital farming software market, By type, 2019-2028 (USD Million)

TABLE 514 malaysia yield monitoring in digital farming software market, By type, 2019-2028 (USD Million)

TABLE 515 malaysia precision farming in digital farming software market, By technology, 2019-2028 (USD Million)

TABLE 516 malaysia livestock monitoring in digital farming software market, By technology, 2019-2028 (USD Million)

TABLE 517 malaysia greenhouse management in digital farming software market, By technology, 2019-2028 (USD Million)

TABLE 518 malaysia supply chain management in digital farming software market, By technology, 2019-2028 (USD Million)

TABLE 519 malaysia financial management in digital farming software market, By technology, 2019-2028 (USD Million)

TABLE 520 malaysia drone analytics in digital farming software market, By technology, 2019-2028 (USD Million)

TABLE 521 malaysia agriculture robots in digital farming software market, By technology, 2019-2028 (USD Million)

TABLE 522 indonesia digital farming software Market, By component, 2019-2028 (USD Million)

TABLE 523 indonesia software in digital farming software Market, By type, 2019-2028 (USD Million)

TABLE 524 indonesia services in digital farming software market, By type, 2019-2028 (USD Million)

TABLE 525 indonesia managed services in digital farming software Market, By Type, 2019-2028 (USD Million)

TABLE 526 indonesia professional services in digital farming software Market, By Type, 2019-2028 (USD Million)

TABLE 527 indonesia digital farming software Market, By technology, 2019-2028 (USD Million)

TABLE 528 indonesia remote sensing in digital farming software Market, By type, 2019-2028 (USD Million)

TABLE 529 indonesia Guidance technology in digital farming software Market, By type, 2019-2028 (USD Million)

TABLE 530 indonesia VARIABLE RATE TECHNOLOGY IN digital farming software Market, By TYPE, 2019-2028 (USD Million)

TABLE 531 indonesia WIRELESS CONNECTIVITY IN Digital farming software market, By type, 2019-2028 (USD Million)

TABLE 532 indonesia digital farming software market, By application, 2019-2028 (USD Million)

TABLE 533 indonesia precision farming in digital farming software market, By type, 2019-2028 (USD Million)

TABLE 534 indonesia yield monitoring in digital farming software market, By type, 2019-2028 (USD Million)

TABLE 535 indonesia precision farming in digital farming software market, By technology, 2019-2028 (USD Million)

TABLE 536 indonesia livestock monitoring in digital farming software market, By technology, 2019-2028 (USD Million)

TABLE 537 indonesia greenhouse management in digital farming software market, By technology, 2019-2028 (USD Million)

TABLE 538 indonesia supply chain management in digital farming software market, By technology, 2019-2028 (USD Million)

TABLE 539 indonesia financial management in digital farming software market, By technology, 2019-2028 (USD Million)

TABLE 540 indonesia drone analytics in digital farming software market, By technology, 2019-2028 (USD Million)

TABLE 541 indonesia agriculture robots in digital farming software market, By technology, 2019-2028 (USD Million)

TABLE 542 philippines digital farming software Market, By component, 2019-2028 (USD Million)

TABLE 543 philippines software in digital farming software Market, By type, 2019-2028 (USD Million)

TABLE 544 philippines services in digital farming software market, By type, 2019-2028 (USD Million)

TABLE 545 philippines managed services in digital farming software Market, By Type, 2019-2028 (USD Million)

TABLE 546 philippines professional services in digital farming software Market, By Type, 2019-2028 (USD Million)

TABLE 547 philippines digital farming software Market, By technology, 2019-2028 (USD Million)

TABLE 548 philippines remote sensing in digital farming software Market, By type, 2019-2028 (USD Million)

TABLE 549 philippines Guidance technology in digital farming software Market, By type, 2019-2028 (USD Million)

TABLE 550 philippines VARIABLE RATE TECHNOLOGY IN digital farming software Market, By TYPE, 2019-2028 (USD Million)

TABLE 551 philippines WIRELESS CONNECTIVITY IN Digital farming software market, By type, 2019-2028 (USD Million)

TABLE 552 philippines digital farming software market, By application, 2019-2028 (USD Million)

TABLE 553 philippines precision farming in digital farming software market, By type, 2019-2028 (USD Million)

TABLE 554 philippines yield monitoring in digital farming software market, By type, 2019-2028 (USD Million)

TABLE 555 philippines precision farming in digital farming software market, By technology, 2019-2028 (USD Million)

TABLE 556 philippines livestock monitoring in digital farming software market, By technology, 2019-2028 (USD Million)

TABLE 557 philippines greenhouse management in digital farming software market, By technology, 2019-2028 (USD Million)

TABLE 558 philippines supply chain management in digital farming software market, By technology, 2019-2028 (USD Million)

TABLE 559 philippines financial management in digital farming software market, By technology, 2019-2028 (USD Million)

TABLE 560 philippines drone analytics in digital farming software market, By technology, 2019-2028 (USD Million)

TABLE 561 philippines agriculture robots in digital farming software market, By technology, 2019-2028 (USD Million)

TABLE 562 rest of asia-pacific digital farming software Market, By component, 2019-2028 (USD Million)

TABLE 563 middle east and africa digital farming software market, By COUNTRY, 2019-2028 (USD Million)

TABLE 564 middle east and africa digital farming software Market, By component, 2019-2028 (USD Million)

TABLE 565 middle east and africa software in digital farming software Market, By type, 2019-2028 (USD Million)

TABLE 566 middle east and africa services in digital farming software market, By type, 2019-2028 (USD Million)

TABLE 567 middle east and africa managed services in digital farming software Market, By Type, 2019-2028 (USD Million)

TABLE 568 middle east and africa professional services in digital farming software Market, By Type, 2019-2028 (USD Million)

TABLE 569 middle east and africa digital farming software Market, By technology, 2019-2028 (USD Million)

TABLE 570 middle east and africa remote sensing in digital farming software Market, By type, 2019-2028 (USD Million)

TABLE 571 middle east and africa Guidance technology in digital farming software Market, By type, 2019-2028 (USD Million)

TABLE 572 middle east and africa VARIABLE RATE TECHNOLOGY IN digital farming software Market, By TYPE, 2019-2028 (USD Million)

TABLE 573 middle east and africa WIRELESS CONNECTIVITY IN Digital farming software market, By type, 2019-2028 (USD Million)

TABLE 574 middle east and africa digital farming software market, By application, 2019-2028 (USD Million)

TABLE 575 middle east and africa precision farming in digital farming software market, By type, 2019-2028 (USD Million)

TABLE 576 middle east and africa yield monitoring in digital farming software market, By type, 2019-2028 (USD Million)

TABLE 577 middle east and africa precision farming in digital farming software market, By technology, 2019-2028 (USD Million)

TABLE 578 middle east and africa livestock monitoring in digital farming software market, By technology, 2019-2028 (USD Million)

TABLE 579 middle east and africa greenhouse management in digital farming software market, By technology, 2019-2028 (USD Million)

TABLE 580 middle east and africa supply chain management in digital farming software market, By technology, 2019-2028 (USD Million)

TABLE 581 middle east and africa financial management in digital farming software market, By technology, 2019-2028 (USD Million)

TABLE 582 middle east and africa drone analytics in digital farming software market, By technology, 2019-2028 (USD Million)

TABLE 583 middle east and africa agriculture robots in digital farming software market, By technology, 2019-2028 (USD Million)

TABLE 584 U.A.E. digital farming software Market, By component, 2019-2028 (USD Million)

TABLE 585 U.A.E. software in digital farming software Market, By type, 2019-2028 (USD Million)

TABLE 586 U.A.E. services in digital farming software market, By type, 2019-2028 (USD Million)

TABLE 587 U.A.E. managed services in digital farming software Market, By Type, 2019-2028 (USD Million)

TABLE 588 U.A.E. professional services in digital farming software Market, By Type, 2019-2028 (USD Million)

TABLE 589 U.A.E. digital farming software Market, By technology, 2019-2028 (USD Million)

TABLE 590 U.A.E. remote sensing in digital farming software Market, By type, 2019-2028 (USD Million)

TABLE 591 U.A.E. Guidance technology in digital farming software Market, By type, 2019-2028 (USD Million)

TABLE 592 U.A.E. VARIABLE RATE TECHNOLOGY IN digital farming software Market, By TYPE, 2019-2028 (USD Million)

TABLE 593 U.A.E. WIRELESS CONNECTIVITY IN Digital farming software market, By type, 2019-2028 (USD Million)

TABLE 594 U.A.E. digital farming software market, By application, 2019-2028 (USD Million)

TABLE 595 U.A.E. precision farming in digital farming software market, By type, 2019-2028 (USD Million)

TABLE 596 U.A.E. yield monitoring in digital farming software market, By type, 2019-2028 (USD Million)

TABLE 597 U.A.E. precision farming in digital farming software market, By technology, 2019-2028 (USD Million)

TABLE 598 U.A.E. livestock monitoring in digital farming software market, By technology, 2019-2028 (USD Million)

TABLE 599 U.A.E. greenhouse management in digital farming software market, By technology, 2019-2028 (USD Million)

TABLE 600 U.A.E. supply chain management in digital farming software market, By technology, 2019-2028 (USD Million)

TABLE 601 U.A.E. financial management in digital farming software market, By technology, 2019-2028 (USD Million)

TABLE 602 U.A.E. drone analytics in digital farming software market, By technology, 2019-2028 (USD Million)

TABLE 603 U.A.E. agriculture robots in digital farming software market, By technology, 2019-2028 (USD Million)

TABLE 604 SAUDI arabia digital farming software Market, By component, 2019-2028 (USD Million)

TABLE 605 SAUDI arabia software in digital farming software Market, By type, 2019-2028 (USD Million)

TABLE 606 SAUDI arabia services in digital farming software market, By type, 2019-2028 (USD Million)

TABLE 607 SAUDI arabia managed services in digital farming software Market, By Type, 2019-2028 (USD Million)

TABLE 608 SAUDI arabia professional services in digital farming software Market, By Type, 2019-2028 (USD Million)

TABLE 609 SAUDI arabia digital farming software Market, By technology, 2019-2028 (USD Million)

TABLE 610 SAUDI arabia remote sensing in digital farming software Market, By type, 2019-2028 (USD Million)

TABLE 611 saudi arabia Guidance technology in digital farming software Market, By type, 2019-2028 (USD Million)

TABLE 612 SAUDI arabia VARIABLE RATE TECHNOLOGY IN digital farming software Market, By TYPE, 2019-2028 (USD Million)

TABLE 613 SAUDI arabia WIRELESS CONNECTIVITY IN Digital farming software market, By type, 2019-2028 (USD Million)

TABLE 614 SAUDI arabia digital farming software market, By application, 2019-2028 (USD Million)

TABLE 615 SAUDI arabia precision farming in digital farming software market, By type, 2019-2028 (USD Million)

TABLE 616 SAUDI arabia yield monitoring in digital farming software market, By type, 2019-2028 (USD Million)

TABLE 617 SAUDI arabia precision farming in digital farming software market, By technology, 2019-2028 (USD Million)

TABLE 618 SAUDI arabia livestock monitoring in digital farming software market, By technology, 2019-2028 (USD Million)

TABLE 619 SAUDI arabia greenhouse management in digital farming software market, By technology, 2019-2028 (USD Million)

TABLE 620 SAUDI arabia supply chain management in digital farming software market, By technology, 2019-2028 (USD Million)

TABLE 621 SAUDI arabia financial management in digital farming software market, By technology, 2019-2028 (USD Million)

TABLE 622 SAUDI arabia drone analytics in digital farming software market, By technology, 2019-2028 (USD Million)

TABLE 623 SAUDI arabia agriculture robots in digital farming software market, By technology, 2019-2028 (USD Million)

TABLE 624 egypt digital farming software Market, By component, 2019-2028 (USD Million)

TABLE 625 egypt software in digital farming software Market, By type, 2019-2028 (USD Million)

TABLE 626 egypt services in digital farming software market, By type, 2019-2028 (USD Million)

TABLE 627 egypt managed services in digital farming software Market, By Type, 2019-2028 (USD Million)

TABLE 628 egypt professional services in digital farming software Market, By Type, 2019-2028 (USD Million)

TABLE 629 egypt digital farming software Market, By technology, 2019-2028 (USD Million)

TABLE 630 egypt remote sensing in digital farming software Market, By type, 2019-2028 (USD Million)

TABLE 631 egypt Guidance technology in digital farming software Market, By type, 2019-2028 (USD Million)

TABLE 632 egypt VARIABLE RATE TECHNOLOGY IN digital farming software Market, By TYPE, 2019-2028 (USD Million)

TABLE 633 egypt WIRELESS CONNECTIVITY IN Digital farming software market, By type, 2019-2028 (USD Million)

TABLE 634 egypt digital farming software market, By application, 2019-2028 (USD Million)

TABLE 635 egypt precision farming in digital farming software market, By type, 2019-2028 (USD Million)

TABLE 636 egypt yield monitoring in digital farming software market, By type, 2019-2028 (USD Million)

TABLE 637 egypt precision farming in digital farming software market, By technology, 2019-2028 (USD Million)

TABLE 638 egypt livestock monitoring in digital farming software market, By technology, 2019-2028 (USD Million)

TABLE 639 egypt greenhouse management in digital farming software market, By technology, 2019-2028 (USD Million)

TABLE 640 egypt supply chain management in digital farming software market, By technology, 2019-2028 (USD Million)

TABLE 641 egypt financial management in digital farming software market, By technology, 2019-2028 (USD Million)

TABLE 642 egypt drone analytics in digital farming software market, By technology, 2019-2028 (USD Million)

TABLE 643 egypt agriculture robots in digital farming software market, By technology, 2019-2028 (USD Million)

TABLE 644 israel digital farming software Market, By component, 2019-2028 (USD Million)

TABLE 645 israel software in digital farming software Market, By type, 2019-2028 (USD Million)

TABLE 646 israel services in digital farming software market, By type, 2019-2028 (USD Million)

TABLE 647 israel managed services in digital farming software Market, By Type, 2019-2028 (USD Million)

TABLE 648 israel professional services in digital farming software Market, By Type, 2019-2028 (USD Million)

TABLE 649 israel digital farming software Market, By technology, 2019-2028 (USD Million)

TABLE 650 israel remote sensing in digital farming software Market, By type, 2019-2028 (USD Million)

TABLE 651 israel Guidance technology in digital farming software Market, By type, 2019-2028 (USD Million)

TABLE 652 israel VARIABLE RATE TECHNOLOGY IN digital farming software Market, By TYPE, 2019-2028 (USD Million)

TABLE 653 israel WIRELESS CONNECTIVITY IN Digital farming software market, By type, 2019-2028 (USD Million)

TABLE 654 israel digital farming software market, By application, 2019-2028 (USD Million)

TABLE 655 israel precision farming in digital farming software market, By type, 2019-2028 (USD Million)

TABLE 656 israel yield monitoring in digital farming software market, By type, 2019-2028 (USD Million)

TABLE 657 israel precision farming in digital farming software market, By technology, 2019-2028 (USD Million)

TABLE 658 israel livestock monitoring in digital farming software market, By technology, 2019-2028 (USD Million)

TABLE 659 israel greenhouse management in digital farming software market, By technology, 2019-2028 (USD Million)

TABLE 660 israel supply chain management in digital farming software market, By technology, 2019-2028 (USD Million)

TABLE 661 israel financial management in digital farming software market, By technology, 2019-2028 (USD Million)

TABLE 662 israel drone analytics in digital farming software market, By technology, 2019-2028 (USD Million)

TABLE 663 israel agriculture robots in digital farming software market, By technology, 2019-2028 (USD Million)

TABLE 664 south africa digital farming software Market, By component, 2019-2028 (USD Million)

TABLE 665 south africa software in digital farming software Market, By type, 2019-2028 (USD Million)

TABLE 666 south africa services in digital farming software market, By type, 2019-2028 (USD Million)

TABLE 667 south africa managed services in digital farming software Market, By Type, 2019-2028 (USD Million)

TABLE 668 south africa professional services in digital farming software Market, By Type, 2019-2028 (USD Million)

TABLE 669 south africa digital farming software Market, By technology, 2019-2028 (USD Million)

TABLE 670 south africa remote sensing in digital farming software Market, By type, 2019-2028 (USD Million)

TABLE 671 south africa Guidance technology in digital farming software Market, By type, 2019-2028 (USD Million)

TABLE 672 south africa VARIABLE RATE TECHNOLOGY IN digital farming software Market, By TYPE, 2019-2028 (USD Million)

TABLE 673 south africa WIRELESS CONNECTIVITY IN Digital farming software market, By type, 2019-2028 (USD Million)

TABLE 674 south africa digital farming software market, By application, 2019-2028 (USD Million)

TABLE 675 south africa precision farming in digital farming software market, By type, 2019-2028 (USD Million)

TABLE 676 south africa yield monitoring in digital farming software market, By type, 2019-2028 (USD Million)

TABLE 677 south africa precision farming in digital farming software market, By technology, 2019-2028 (USD Million)

TABLE 678 south africa livestock monitoring in digital farming software market, By technology, 2019-2028 (USD Million)

TABLE 679 south africa greenhouse management in digital farming software market, By technology, 2019-2028 (USD Million)

TABLE 680 south africa supply chain management in digital farming software market, By technology, 2019-2028 (USD Million)

TABLE 681 south africa financial management in digital farming software market, By technology, 2019-2028 (USD Million)

TABLE 682 south africa drone analytics in digital farming software market, By technology, 2019-2028 (USD Million)

TABLE 683 south africa agriculture robots in digital farming software market, By technology, 2019-2028 (USD Million)

TABLE 684 Rest of MIDDLE EAST AND aMERICA digital farming software Market, By component, 2019-2028 (USD Million)

TABLE 685 south america digital farming software market, By COUNTRY, 2019-2028 (USD Million)

TABLE 686 south america digital farming software Market, By component, 2019-2028 (USD Million)

TABLE 687 south america software in digital farming software Market, By type, 2019-2028 (USD Million)

TABLE 688 south america services in digital farming software market, By type, 2019-2028 (USD Million)

TABLE 689 south america managed services in digital farming software Market, By Type, 2019-2028 (USD Million)

TABLE 690 south america professional services in digital farming software Market, By Type, 2019-2028 (USD Million)

TABLE 691 south america digital farming software Market, By technology, 2019-2028 (USD Million)

TABLE 692 south america remote sensing in digital farming software Market, By type, 2019-2028 (USD Million)

TABLE 693 south america Guidance technology in digital farming software Market, By type, 2019-2028 (USD Million)

TABLE 694 south america VARIABLE RATE TECHNOLOGY IN digital farming software Market, By TYPE, 2019-2028 (USD Million)

TABLE 695 south america WIRELESS CONNECTIVITY IN Digital farming software market, By type, 2019-2028 (USD Million)

TABLE 696 south america digital farming software market, By application, 2019-2028 (USD Million)

TABLE 697 south america precision farming in digital farming software market, By type, 2019-2028 (USD Million)

TABLE 698 south america yield monitoring in digital farming software market, By type, 2019-2028 (USD Million)

TABLE 699 south america precision farming in digital farming software market, By technology, 2019-2028 (USD Million)

TABLE 700 south america livestock monitoring in digital farming software market, By technology, 2019-2028 (USD Million)

TABLE 701 south america greenhouse management in digital farming software market, By technology, 2019-2028 (USD Million)

TABLE 702 south america supply chain management in digital farming software market, By technology, 2019-2028 (USD Million)

TABLE 703 south america financial management in digital farming software market, By technology, 2019-2028 (USD Million)

TABLE 704 south america drone analytics in digital farming software market, By technology, 2019-2028 (USD Million)

TABLE 705 south america agriculture robots in digital farming software market, By technology, 2019-2028 (USD Million)

TABLE 706 brazil digital farming software Market, By component, 2019-2028 (USD Million)

TABLE 707 brazil software in digital farming software Market, By type, 2019-2028 (USD Million)

TABLE 708 brazil services in digital farming software market, By type, 2019-2028 (USD Million)

TABLE 709 brazil managed services in digital farming software Market, By Type, 2019-2028 (USD Million)

TABLE 710 brazil professional services in digital farming software Market, By Type, 2019-2028 (USD Million)

TABLE 711 brazil digital farming software Market, By technology, 2019-2028 (USD Million)

TABLE 712 brazil remote sensing in digital farming software Market, By type, 2019-2028 (USD Million)

TABLE 713 brazil Guidance technology in digital farming software Market, By type, 2019-2028 (USD Million)

TABLE 714 brazil VARIABLE RATE TECHNOLOGY IN digital farming software Market, By TYPE, 2019-2028 (USD Million)

TABLE 715 brazil WIRELESS CONNECTIVITY IN Digital farming software market, By type, 2019-2028 (USD Million)

TABLE 716 brazil digital farming software market, By application, 2019-2028 (USD Million)

TABLE 717 brazil precision farming in digital farming software market, By type, 2019-2028 (USD Million)

TABLE 718 brazil yield monitoring in digital farming software market, By type, 2019-2028 (USD Million)

TABLE 719 brazil precision farming in digital farming software market, By technology, 2019-2028 (USD Million)

TABLE 720 brazil livestock monitoring in digital farming software market, By technology, 2019-2028 (USD Million)

TABLE 721 brazil greenhouse management in digital farming software market, By technology, 2019-2028 (USD Million)

TABLE 722 brazil supply chain management in digital farming software market, By technology, 2019-2028 (USD Million)

TABLE 723 brazil financial management in digital farming software market, By technology, 2019-2028 (USD Million)

TABLE 724 brazil drone analytics in digital farming software market, By technology, 2019-2028 (USD Million)

TABLE 725 brazil agriculture robots in digital farming software market, By technology, 2019-2028 (USD Million)

TABLE 726 argentina digital farming software Market, By component, 2019-2028 (USD Million)

TABLE 727 argentina software in digital farming software Market, By type, 2019-2028 (USD Million)

TABLE 728 argentina services in digital farming software market, By type, 2019-2028 (USD Million)

TABLE 729 argentina managed services in digital farming software Market, By Type, 2019-2028 (USD Million)

TABLE 730 argentina professional services in digital farming software Market, By Type, 2019-2028 (USD Million)

TABLE 731 argentina digital farming software Market, By technology, 2019-2028 (USD Million)

TABLE 732 argentina remote sensing in digital farming software Market, By type, 2019-2028 (USD Million)

TABLE 733 argentina Guidance technology in digital farming software Market, By type, 2019-2028 (USD Million)

TABLE 734 argentina VARIABLE RATE TECHNOLOGY IN digital farming software Market, By TYPE, 2019-2028 (USD Million)

TABLE 735 argentina WIRELESS CONNECTIVITY IN Digital farming software market, By type, 2019-2028 (USD Million)

TABLE 736 argentina digital farming software market, By application, 2019-2028 (USD Million)

TABLE 737 argentina precision farming in digital farming software market, By type, 2019-2028 (USD Million)

TABLE 738 argentina yield monitoring in digital farming software market, By type, 2019-2028 (USD Million)

TABLE 739 argentina precision farming in digital farming software market, By technology, 2019-2028 (USD Million)

TABLE 740 argentina livestock monitoring in digital farming software market, By technology, 2019-2028 (USD Million)

TABLE 741 argentina greenhouse management in digital farming software market, By technology, 2019-2028 (USD Million)

TABLE 742 argentina supply chain management in digital farming software market, By technology, 2019-2028 (USD Million)

TABLE 743 argentina financial management in digital farming software market, By technology, 2019-2028 (USD Million)

TABLE 744 argentina drone analytics in digital farming software market, By technology, 2019-2028 (USD Million)

TABLE 745 argentina agriculture robots in digital farming software market, By technology, 2019-2028 (USD Million)

TABLE 746 REST OF SOUTH AMERICA digital farming software Market, By component, 2019-2028 (USD Million)

Lista de figuras

FIGURE 1 GLOBAL Digital farming SOFTWARE MARKET: segmentation

FIGURE 2 Global Digital farming software market: data triangulation

FIGURE 3 Global Digital farming software market: DROC ANALYSIS

FIGURE 4 Global Digital farming SOFTWARE MARKET: GLOBAL VS REGIONAL MARKET ANALYSIS

FIGURE 5 Global Digital farming SOFTWARE MARKET: COMPANY RESEARCH ANALYSIS

FIGURE 6 Global Digital farming SOFTWARE MARKET: INTERVIEW DEMOGRAPHICS

FIGURE 7 Global Digital farming SOFTWARE MARKET: DBMR MARKET POSITION GRID

FIGURE 8 Global Digital farming SOFTWARE MARKET: vendor share analysis

FIGURE 9 GLOBAL digital farming software Market: MARKET APPLICATION COVERAGE GRID

FIGURE 10 Global Digital farming SOFTWARE MARKET: SEGMENTATION

FIGURE 11 Increasing adoption of digital farming software is EXPECTED TO DRIVE GLOBAL 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 Global Digital farming SOFTWARE MARKET in 2021 & 2028

FIGURE 13 North America is expected to DOMINATE and Asia-pacific is the fastest growing region in THE global DIGITAL FARMING SOFTWARE MARKET IN the forecast period of 2021 to 2028

FIGURE 14 asia-pacific is the fastest growing market for Digital farming SOFTWARE MANUFACTURERS in the forecast period of 2021 to 2028

FIGURE 15 DRIVERS, RESTRAINTS, OPPORTUNITIES AND CHALLENGES OF Global Digital Farming Software Market

FIGURE 16 Size of the IoT market worldwide from 2017 to 2019, Forecast for 2020-2025

FIGURE 17 Number of smartphone users worldwide, from 2016 to 2020

FIGURE 18 Global DIGITAL FARMING SOFTWARE MARKET: BY component, 2020

FIGURE 19 Global DIGITAL FARMING SOFTWARE MARKET: BY technology, 2020

FIGURE 20 Global DIGITAL FARMING SOFTWARE MARKET: BY application, 2020

FIGURE 21 global digital farming software market: SNAPSHOT (2020)

FIGURE 22 global digital farming software market: by geography (2020)

FIGURE 23 global digital farming software market: by geography (2021 & 2028)

FIGURE 24 global digital farming software market: by Geography (2020 & 2028)

FIGURE 25 global digital farming software market: by component (2021-2028)

FIGURE 26 north america digital farming software market: SNAPSHOT (2020)

FIGURE 27 north america digital farming software market: BY COUNTRY (2020)

FIGURE 28 north america digital farming software market: BY country (2019-2028)

FIGURE 29 north america digital farming software market: BY country (2019-2028)

FIGURE 30 north america digital farming software market: BY type (2021-2028)

FIGURE 31 EUROPE digital farming software market: SNAPSHOT (2020)

FIGURE 32 EUROPE digital farming software market: BY COUNTRY (2020)

FIGURE 33 EUROPE digital farming software market: BY country (2019-2028)

FIGURE 34 EUROPE digital farming software market: BY country (2019-2028)

FIGURE 35 EUROPE digital farming software market: BY type (2021-2028)

FIGURE 36 asia-pacific digital farming software market: SNAPSHOT (2020)

FIGURE 37 asia-pacific digital farming software market: BY COUNTRY (2020)

FIGURE 38 asia-pacific digital farming software market: BY country (2019-2028)

FIGURE 39 asia-pacific digital farming software market: BY country (2019-2028)

FIGURE 40 asia-pacific digital farming software market: BY type (2021-2028)

FIGURE 41 middle east and africa digital farming software market: SNAPSHOT (2020)

FIGURE 42 middle east and africa digital farming software market: BY COUNTRY (2020)

FIGURE 43 middle east and africa digital farming software market: BY country (2019-2028)

FIGURE 44 middle east and africa digital farming software market: BY country (2019-2028)

FIGURE 45 middle east and africa digital farming software market: BY type (2021-2028)

FIGURE 46 south america digital farming software market: SNAPSHOT (2020)

FIGURE 47 south america digital farming software market: BY COUNTRY (2020)

FIGURE 48 south america digital farming software market: BY country (2019-2028)

FIGURE 49 south america digital farming software market: BY country (2019-2028)

FIGURE 50 south america digital farming software market: BY type (2021-2028)

FIGURE 51 GLOBAL digital farming software market: COMPANY SHARE 2020 (%)

FIGURE 52 North America digital farming software Market: company share 2020 (%)

FIGURE 53 the u.s. digital farming software Market: company share 2020 (%)

FIGURE 54 canada digital farming software Market: company share 2020 (%)

FIGURE 55 Europe digital farming software Market: company share 2020 (%)

FIGURE 56 germany digital farming software Market: company share 2020 (%)

FIGURE 57 THE u.k. digital farming software Market: company share 2020 (%)

FIGURE 58 france digital farming software Market: company share 2020 (%)

FIGURE 59 ASIA-PACIFIC digital farming software Market: company share 2020 (%)

FIGURE 60 china digital farming software Market: company share 2020 (%)

FIGURE 61 japan digital farming software Market: company share 2020 (%)

FIGURE 62 south korea digital farming software Market: company share 2020 (%)

Ver información detallada Right Arrow

Metodología de investigación

La recopilación de datos y el análisis del año base se realizan utilizando módulos de recopilación de datos con muestras de gran tamaño. La etapa incluye la obtención de información de mercado o datos relacionados a través de varias fuentes y estrategias. Incluye el examen y la planificación de todos los datos adquiridos del pasado con antelación. Asimismo, abarca el examen de las inconsistencias de información observadas en diferentes fuentes de información. Los datos de mercado se analizan y estiman utilizando modelos estadísticos y coherentes de mercado. Además, el análisis de la participación de mercado y el análisis de tendencias clave son los principales factores de éxito en el informe de mercado. Para obtener más información, solicite una llamada de un analista o envíe su consulta.

La metodología de investigación clave utilizada por el equipo de investigación de DBMR es la triangulación de datos, que implica la extracción de datos, el análisis del impacto de las variables de datos en el mercado y la validación primaria (experto en la industria). Los modelos de datos incluyen cuadrícula de posicionamiento de proveedores, análisis de línea de tiempo de mercado, descripción general y guía del mercado, cuadrícula de posicionamiento de la empresa, análisis de patentes, análisis de precios, análisis de participación de mercado de la empresa, estándares de medición, análisis global versus regional y de participación de proveedores. Para obtener más información sobre la metodología de investigación, envíe una consulta para hablar con nuestros expertos de la industria.

Personalización disponible

Data Bridge Market Research es líder en investigación formativa avanzada. Nos enorgullecemos de brindar servicios a nuestros clientes existentes y nuevos con datos y análisis que coinciden y se adaptan a sus objetivos. El informe se puede personalizar para incluir análisis de tendencias de precios de marcas objetivo, comprensión del mercado de países adicionales (solicite la lista de países), datos de resultados de ensayos clínicos, revisión de literatura, análisis de mercado renovado y base de productos. El análisis de mercado de competidores objetivo se puede analizar desde análisis basados ​​en tecnología hasta estrategias de cartera de mercado. Podemos agregar tantos competidores sobre los que necesite datos en el formato y estilo de datos que esté buscando. Nuestro equipo de analistas también puede proporcionarle datos en archivos de Excel sin procesar, tablas dinámicas (libro de datos) o puede ayudarlo a crear presentaciones a partir de los conjuntos de datos disponibles en el informe.

Preguntas frecuentes

The market is segmented based on , By Component (Software, Services), Technology (Remote Sensing, Guidance Technology, Variable Rate Technology, Machine Learning, Wireless Connectivity, Others), Application (Drone Analytics, Precision Farming, Agriculture Robots, Livestock Monitoring, Greenhouse Management, Supply Chain Management, Financial Management, Others) - Industry Trends and Forecast to 2031. .
The Global Digital Farming Software Market size was valued at USD 15.89 USD Billion in 2023.
The Global Digital Farming Software Market is projected to grow at a CAGR of 13.1% during the forecast period of 2024 to 2031.
The major players operating in the market include Bayer AG, CropX , NETAFIM, PrecisionHawk , eAgroop Lda, EZ Lab srl, Ag Leader Technology, Accenture, Infosys Limited, FarmFacts GmbH, Yara, Luda.Farm AB, Granular , Trimble , Farmer's Business Network , DJI, Pix4D SA, Agremo, Farmers Edge , BASF SE, Raven Industries , AGCO Corporation, Gamaya, DRAGONFLY IT, BayWa AG, Syngenta, Hexagon Agriculture, Field Margin , AeroVironment , Deere & Company, Topcon.
The market report covers data from the U.S., Canada, Mexico, Brazil, Argentina, Rest of South America, Germany, France, Italy, U.K., Belgium, Spain, Russia, Turkey, Netherlands, Switzerland, Rest of Europe, Japan, China, India, South Korea, Australia, Singapore, Malaysia, Thailand, Indonesia, Philippines, Rest of Asia-Pacific, U.A.E., Saudi Arabia, Egypt, South Africa, Israel, Rest of Middle East and Africa.

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