Smart Agriculture Market

Industry Overview

The Global Smart Agriculture Market is expected to reach USD 22.7 billion by 2030, growing at a CAGR of 10.2% during the forecast period 2025-2030. Smart agriculture involves the use of agricultural robots for automating farming processes such as soil maintenance, weeding, fruit picking, harvesting, planting, and irrigation. This approach optimizes yield and conserves resources. The market is driven by the adoption of advanced technologies like AI and IoT, the growing pressure on the food supply system due to a rapidly expanding population, and the need to automate commercial greenhouses. Other factors include the implementation of Controlled Environmental Agriculture (CEA) in greenhouses, increased crop yield, rising demand for fresh and high-quality food, changing consumer preferences, and the emergence of innovative technologies such as AI, robotics, IoT, sensors, RFID tags, and Cloud-based software.

The COVID-19 crisis had had an adverse impact on the supply chain of the smart agriculture market as some of the major players are located in China and the US. These countries were massively impacted by the pandemic during the first quarter of 2020. However, the market is anticipated to have a U-shaped recovery in 2021 owing to the increasing demand for equipment and automation products in diverse applications like precision farming, precision livestock, precision aquaculture, etc.

Market Segmentation

Insight by Agriculture Type

Based on agriculture type, the global smart agriculture market is segmented into precision farming, fish farming, livestock monitoring, precision aquaculture, precision forestry, smart greenhouse, and others. Precision farming dominates the market and the demand is continuously increasing owing to enhancement in software and hardware technologies like sensors, robotic automation in the agriculture sector. Precision aquaculture will be led by feeding management owing to monitoring, control, and surveillance of automated aquaculture farms via IoT-based monitoring devices, underwater ROVs, and smart camera systems, resulting in enhancing farm productivity and efficiency.

Insight by Offering

Based on offering, the global smart agriculture market is categorized into hardware, software, and services. Hardware is sub-divided into sensor-based monitoring systems, smart detection systems, GPS enabled ranging systems. Software is further subdivided into web-based and cloud-based. Services are sub-divided into system integration and consulting, support and maintenance, connectivity services, managed services, and professional services. The service segment is anticipated to have fast growth owing to the robust transformation of agriculture as per the service perspective. Service-based smart agriculture offer farmers to increase the yield. For example, CropX, an agriculture-based analytics company, launched an adaptive irrigation software service, that offers the increment of crop harvest, cost-saving for water & energy, and environmental conversation. All such elements may increase the demand for service-based smart agriculture systems, techniques and further surge the market growth. Cloud-based software is gaining importance as it provides flexibility in monitoring agriculture activities from remote locations with help of an internet connection.

Insight by Application

Based on application, the global smart agriculture market yield monitoring, field mapping, crop scouting, weather tracking and forecasting, irrigation management, farm labor management, financial management, feeding management, milk harvesting, breeding management, fish tracking, and fleet navigation, water quality management, HVAC management, and others. Yield monitoring is anticipated to grow at a high CAGR during the forecast period as it is the practiced application of smart agriculture and generates fertilizer and recommends pH correction. The irrigation segment is anticipated to have remarkable growth as smart irrigation systems will have effective utilization of fertilizers, reduce wastage resulting in increased crop yield. Moreover, the rapid growth in population and overexploitation has led to the increase in demand for water, resulting in the growth of smart irrigation systems in the agriculture sector.

Insight by Farm Size

Based on farm size, the global smart agriculture market is categorized into small, medium, and large. Medium-sized farms lead the smart agriculture market owing to the presence of many medium-sized farms globally, high penetration of technologies, flexibility in the integration of software tools with hardware equipment, and the use of automated tools have reduced labor cost.

Global Smart Agriculture Market Report Coverage

Industry Dynamics

Industry Trends

The transformation in business models, technological advancement, organizational changes, improvement in hardware and software technology i.e., the introduction of smart sensors, robotic automation, modern biologicals, digital data are creating a revolution in the field of smart agriculture and are the trends prevalent in the market.  

Growth Drivers

The global smart agriculture market is expected to grow due to the use of digital screens and mobile phones for farm monitoring. The increasing use of AI, robots, IoT, location systems, and sensors to analyze crop health, as well as the adoption of RFID tags and smart greenhouse applications such as LED grow lights, sensors, HVAC systems, and monitoring systems, will drive market growth. Additionally, the growing global food demand and the need for livestock health will contribute to this growth.

Challenges

The high cost of smart agriculture equipment, lack of awareness among farmers, the massive investment required to deploy different components in agriculture, and smart agriculture adopting different methods to deliver passive medium and nutrient solution in plant root which is costly method may hamper the growth of the smart agriculture market.

Opportunities

The agritech startups are innovative in the smart agriculture market as it integrates AI, IoT, data analytics, and remote sensing technologies to offer immediate solutions for farmers’ problems resulting in creating opportunities in the global smart agriculture market.

Geographic Overview

North America dominates the global smart agriculture market owing to the increase in usage of developed technologies in the agriculture areas in the region. Europe is anticipated to grow at a significant pace owing to the rising support from the government in adopting smart agriculture activities. Many agricultural associations have come together and formed a North America Climate Smart Agriculture Alliance (NACSAA), a platform for educating and equipping the cultivators to sustainably increase agricultural productivity.

APAC is anticipated to have a high CAGR owing to the increasing adoption of smart agriculture technologies, smart irrigation controllers, and AI-based farm analytics services in the region. Moreover, there is a growing demand for automation of livestock farms and aquaculture farms that drives the smart agriculture market in the region.

Competitive Insight

The industry players are adopting strategies such as partnerships and agreements and making investments in mergers and acquisitions to enhance their product portfolio in the global smart agriculture market.

Trimble Inc., a global technology leader having 40-history in agriculture and a focus on precision agriculture to provide simplicity and interoperability, reliability, efficiency, accuracy in getting maximum yield and achieving profitability.

Topcon offers a complete precision agriculture solution by providing precision automatic steering, variable speed control, automatic section control,  data management for crop detection, and GNSS landscaping for water management. Topcon offers innovative, easy-to-use technology to improve decision-making, efficiency,  productivity, and solve farm problems.

DeLaval has launched the RC550 and RC700 robot collectors designed for hard floors to improve cow comfort and hoof condition. It is a unique rotary manure intake system that can process any manure without the use of additional water.

John Deere launched, AutoPath i.e., a new precision AG application that uses data captured from the first path of a field to create accurate row guidance for all subsequent field paths, regardless of the machine type or device width. AutoPath is included in the John Deere Generation 4 Automation Bundle and can be used with 4600 Command Center integrated displays or  4640 universal displays.

The prominent players in the global smart agriculture market include Trimble, Inc., DeLaval, Deere & Company, AKVA group, Afimilk Ltd., Topcon Positioning Systems, Innovasea Systems Inc., Heliospectra AB, LumiGrow, and Semios.

The Smart Agriculture Market report offers a comprehensive market segmentation analysis along with an estimation for the forecast period 2025–2030.

Segments Covered in the Report

• By Agriculture Type
  • Precision Farming
  • Fish Farming
  • Livestock Monitoring
  • Precision Aquaculture
  • Precision Forestry
  • Smart Greenhouse
  • Others
• By Offering 
  • Hardware
    • Sensor-Based Monitoring Systems
    • Smart Detection Systems
    • GPS Enabled Ranging Systems
  • Software
    • Web-Based
    • Cloud-Based
  • Services
    • System Integration and Consulting
    • Support and Maintenance
    • Connectivity Services
    • Managed Services
    • Professional Services
• By Application
  • Yield Monitoring
  • Field Mapping
  • Crop Scouting
  • Weather Tracking and Forecasting
  • Irrigation Management
  • Farm Labor Management
  • Financial Management
  • Feeding Management
  • Milk Harvesting
  • Breeding Management
  • Fish Tracking, And Fleet Navigation
  • Water Quality Management
  • HVAC Management
  • Others)
• By Farm Size 
  • Small Farm Size
  • Medium Farm Size
  • Large Farm Size

Region Covered in the Report

• North America
  • U.S.
  • Canada
  • Mexico
• Europe
  • Germany
  • U.K.
  • France
  • Italy
  • Spain
  • Russia
  • Rest of Europe
• Asia-Pacific (APAC)
  • China
  • Japan
  • India
  • South Korea
  • Rest of Asia-Pacific
• Rest of the World (RoW)
  • Brazil
  • Saudi Arabia
  • South Africa
  • U.A.E.
  • Other Countries

Source: VynZ Research

1.    Research Overview

        1.1.    The Report Offers
        1.2.    Market Coverage
                1.2.1.    By Agriculture Type
                1.2.2.    By Offering 
                1.2.3.    By Application
                1.2.4.    By Farm Size                
                1.2.5.    By Region
        1.3.    Research Phases
        1.4.    Limitations
        1.5.    Market Methodology
                1.5.1.    Data Sources
                        1.5.1.1. Primary Research
                        1.5.1.2. Secondary Research
                1.5.2.    Methodology
                        1.5.2.1. Data Exploration
                        1.5.2.2. Forecast Parameters
                        1.5.2.3. Data Validation
                        1.5.2.4. Assumptions
                1.5.3.    Study Period & Data Reporting Unit

2.    Executive Summary

3.    Industry Overview

        3.1.    Industry Dynamics
                3.1.1.    Market Growth Drivers
                3.1.2.    Market Restraints
                3.1.3.    Key Market Trends
                3.1.4.    Major Opportunities
        3.2.    Industry Ecosystem
                3.2.1.    Porter’s Five Forces Analysis
                3.2.2.    Recent Development Analysis
                3.2.3.    Value Chain Analysis
        3.3.    Competitive Insight
                3.3.1.    Competitive Position of Industry Players
                3.3.2.    Market Attractive Analysis
                3.3.3.    Market Share Analysis

4.    Global Market Estimate and Forecast

        4.1.    Global Market Overview
        4.2.    Global Market Estimate and Forecast to 2030

5.    Market Segmentation Estimate and Forecast

        5.1.    By Agriculture Type
                5.1.1.    Precision Farming
                        5.1.1.1. Market Definition
                        5.1.1.2. Market Estimation and Forecast to 2030  
                5.1.2.    Fish Farming
                        5.1.2.1. Market Definition
                        5.1.2.2. Market Estimation and Forecast to 2030
                5.1.3.    Livestock Monitoring
                        5.1.3.1. Market Definition
                        5.1.3.2. Market Estimation and Forecast to 2030  
                5.1.4.    Precision Aquaculture
                        5.1.4.1. Market Definition
                        5.1.4.2. Market Estimation and Forecast to 2030
                5.1.5.    Precision Forestry
                        5.1.5.1. Market Definition
                        5.1.5.2. Market Estimation and Forecast to 2030  
                5.1.6.    Smart Greenhouse
                        5.1.6.1. Market Definition
                        5.1.6.2. Market Estimation and Forecast to 2030
                5.1.7.    Others
                        5.1.7.1. Market Definition
                        5.1.7.2. Market Estimation and Forecast to 2030        
        5.2.    By Offering
                5.2.1.    Hardware
                            5.2.1.1.  Sensor-Based Monitoring Systems
                                    5.2.1.1.1. Market Definition
                                    5.2.1.2.2. Market Estimation and Forecast to 2030
                            5.2.1.2.  Smart Detection Systems
                                    5.2.1.2.1. Market Definition
                                    5.2.1.2.2. Market Estimation and Forecast to 2030
                            5.2.1.3.  GPS Enabled Ranging Systems
                                    5.2.1.3.1. Market Definition
                                    5.2.1.3.2. Market Estimation and Forecast to 2030        
                5.2.2.    Software
                            5.2.2.1.  Web-Based
                                    5.2.2.1.1. Market Definition
                                    5.2.2.1.2. Market Estimation and Forecast to 2030
                            5.2.2.2.  Cloud-Based
                                    5.2.2.2.1. Market Definition
                                    5.2.2.2.2. Market Estimation and Forecast to 2030
                5.2.3.    Services
                            5.2.3.1.  System Integration and Consulting
                                    5.2.3.1.1. Market Definition
                                    5.2.3.1.2. Market Estimation and Forecast to 2030
                            5.2.3.2.  Support and Maintenance
                                    5.2.3.2.1. Market Definition
                                    5.2.3.2.2. Market Estimation and Forecast to 2030
                            5.2.3.3.  Connectivity Services
                                    5.2.3.3.1. Market Definition
                                    5.2.3.3.2. Market Estimation and Forecast to 2030
                            5.2.3.4.  Managed Services
                                    5.2.3.4.1. Market Definition
                                    5.2.3.4.2. Market Estimation and Forecast to 2030
                            5.2.3.5.  Professional Services
                                    5.2.3.5.1. Market Definition
                                    5.2.3.5.2. Market Estimation and Forecast to 2030        
        5.3.    By Application   
                5.3.1.    Yield Monitoring
                        5.3.1.1. Market Definition
                        5.3.1.2. Market Estimation and Forecast to 2030
                5.3.2.    Field Mapping
                        5.3.2.1. Market Definition
                        5.3.2.2. Market Estimation and Forecast to 2030
                5.3.3.    Crop Scouting
                        5.3.3.1. Market Definition
                        5.3.3.2. Market Estimation and Forecast to 2030
                5.3.4.    Weather Tracking and Forecasting
                        5.3.4.1. Market Definition
                        5.3.4.2. Market Estimation and Forecast to 2030
                5.3.5.    Irrigation Management
                        5.3.5.1. Market Definition
                        5.3.5.2. Market Estimation and Forecast to 2030
                5.3.6.    Farm Labor Management
                        5.3.6.1. Market Definition
                        5.3.6.2. Market Estimation and Forecast to 2030
                5.3.7.    Financial Management
                        5.3.7.1. Market Definition
                        5.3.7.2. Market Estimation and Forecast to 2030
                5.3.8.    Feeding Management
                        5.3.8.1. Market Definition
                        5.3.8.2. Market Estimation and Forecast to 2030
                5.3.9.    Milk Harvesting
                        5.3.9.1. Market Definition
                        5.3.9.2. Market Estimation and Forecast to 2030
                5.3.10.    Breeding Management
                        5.3.10.1. Market Definition
                        5.3.10.2. Market Estimation and Forecast to 2030
                5.3.11.    Fish Tracking, And Fleet Navigation
                        5.3.11.1. Market Definition
                        5.3.11.2. Market Estimation and Forecast to 2030
                5.3.12.    Water Quality Management
                        5.3.12.1. Market Definition
                        5.3.12.2. Market Estimation and Forecast to 2030
                5.3.13.    HVAC Management
                        5.3.13.1. Market Definition
                        5.3.13.2. Market Estimation and Forecast to 2030
                5.3.14.    Others
                        5.3.14.1. Market Definition
                        5.3.14.2. Market Estimation and Forecast to 2030                        
        5.4.    By Farm Size
                5.4.1.    Small
                        5.4.1.1. Market Definition
                        5.4.1.2. Market Estimation and Forecast to 2030
                5.4.2.    Medium
                        5.4.2.1. Market Definition
                        5.4.2.2. Market Estimation and Forecast to 2030
                5.4.3.    Large
                        5.4.3.1. Market Definition
                        5.4.3.2. Market Estimation and Forecast to 2030        
        
6.    North America Market Estimate and Forecast

        6.1.    By Agriculture Type
        6.2.    By Offering 
        6.3.    By Application
        6.4.    By Farm Size        
        6.5.    By Country
                6.5.1.    U.S. Market Estimate and Forecast
                6.5.2.    Canada Market Estimate and Forecast
                6.5.3.    Mexico Market Estimate and Forecast

7.    Europe Market Estimate and Forecast

        7.1.    By Agriculture Type
        7.2.    By Offering 
        7.3.    By Application
        7.4.    By Farm Size        
        7.5.    By Country
                7.5.1.    Germany Market Estimate and Forecast
                7.5.2.    France Market Estimate and Forecast
                7.5.3.    U.K. Market Estimate and Forecast
                7.5.4.    Italy Market Estimate and Forecast
                7.5.5.    Spain Market Estimate and Forecast
                7.5.6.    Rest of Europe Market Estimate and Forecast

8.    Asia-Pacific Market Estimate and Forecast

        8.1.    By Agriculture Type
        8.2.    By Offering 
        8.3.    By Application
        8.4.    By Farm Size        
        8.5.    By Country
                8.5.1.    China Market Estimate and Forecast
                8.5.2.    Japan Market Estimate and Forecast
                8.5.3.    India Market Estimate and Forecast
                8.5.4.    South Korea Market Estimate and Forecast
                8.5.5.    Singapore Market Estimate and Forecast
                8.5.6.    Rest of Asia-Pacific Market Estimate and Forecast

9.    Rest of the World (RoW) Market Estimate and Forecast

        9.1.    By Agriculture Type
        9.2.    By Offering 
        9.3.    By Application
        9.4.    By Farm Size        
        9.5.     By Country
                9.5.1.    Brazil Market Estimate and Forecast
                9.5.2.    Saudi Arabia Market Estimate and Forecast
                9.5.3.    South Africa Market Estimate and Forecast
                9.5.4.    Other Countries Market Estimate and Forecast

10.    Company Profiles

        10.1.    Trimble, Inc.
                10.1.1.    Snapshot
                10.1.2.    Overview
                10.1.3.    Offerings
                10.1.4.    Financial Insight
                10.1.5.    Recent Developments
        10.2.    DeLaval
                10.2.1.    Snapshot
                10.2.2.    Overview
                10.2.3.    Offerings
                10.2.4.    Financial Insight
                10.2.5.    Recent Developments
        10.3.    Deere & Company
                10.3.1.    Snapshot
                10.3.2.    Overview
                10.3.3.    Offerings
                10.3.4.    Financial Insight
                10.3.5.    Recent Developments
        10.4.    AKVA group
                10.4.1.    Snapshot
                10.4.2.    Overview
                10.4.3.    Offerings
                10.4.4.    Financial Insight
                10.4.5.    Recent Developments
        10.5.    Afimilk Ltd.
                10.5.1.    Snapshot
                10.5.2.    Overview
                10.5.3.    Offerings
                10.5.4.    Financial Insight
                10.5.5.    Recent Developments
        10.6.    Topcon Positioning Systems
                10.6.1.    Snapshot
                10.6.2.    Overview
                10.6.3.    Offerings
                10.6.4.    Financial Insight
                10.6.5.    Recent Developments
        10.7.    Innovasea Systems Inc.
                10.7.1.    Snapshot
                10.7.2.    Overview
                10.7.3.    Offerings
                10.7.4.    Financial Insight
                10.7.5.    Recent Developments
        10.8.    Heliospectra AB
                10.8.1.    Snapshot
                10.8.2.    Overview
                10.8.3.    Offerings
                10.8.4.    Financial Insight
                10.8.5.    Recent Developments
        10.9.    LumiGrow
                10.9.1.    Snapshot
                10.9.2.    Overview
                10.9.3.    Offerings
                10.9.4.    Financial Insight
                10.9.5.    Recent Developments
        10.10.   Semios
                10.10.1. Snapshot
                10.10.2. Overview
                10.10.3. Offerings
                10.10.4. Financial Insight
                10.10.5. Recent Developments

11.    Appendix

        11.1.    Exchange Rates
        11.2.    Abbreviations

Note: Financial insight and recent developments of different companies are subject to the availability of information in the secondary domain.

List of Tables

Table 1 Sources
Table 2 Study Periods
Table 3 Data Reporting Unit
Table 4 Global Smart Agriculture Market, By Agriculture Type, 2018 - 2023(USD Billion)
Table 5 Global Smart Agriculture Market, By Agriculture Type, 2025 - 2030 (USD Billion)
Table 6 Global Smart Agriculture Market, By Offering, 2018 - 2023(USD Billion)
Table 7 Global Smart Agriculture Market, By Offering, 2025 - 2030 (USD Billion)
Table 8 Global Smart Agriculture Market, By Application, 2018 - 2023(USD Billion)
Table 9 Global Smart Agriculture Market, By Application, 2025 - 2030 (USD Billion)
Table 10 Global Smart Agriculture Market, By Farm Size, 2018 - 2023(USD Billion)
Table 11 Global Smart Agriculture Market, By Farm Size, 2025 - 2030 (USD Billion)
Table 12 Global Smart Agriculture Market, by Region, 2018 - 2023(USD Billion)
Table 13 Global Smart Agriculture Market, by Region, 2025 - 2030 (USD Billion)
Table 14 North America Smart Agriculture Market, By Agriculture Type, 2018 - 2023(USD Billion)
Table 15 North America Smart Agriculture Market, By Agriculture Type, 2025 - 2030 (USD Billion)
Table 16 North America Smart Agriculture Market, By Offering, 2018 - 2023(USD Billion)
Table 17 North America Smart Agriculture Market, By Offering, 2025 - 2030 (USD Billion)
Table 18 North America Smart Agriculture Market, By Application, 2018 - 2023(USD Billion)
Table 19 North America Smart Agriculture Market, By Application, 2025 - 2030 (USD Billion)
Table 20 North America Smart Agriculture Market, By Farm Size, 2018 - 2023(USD Billion)
Table 21 North America Smart Agriculture Market, By Farm Size, 2025 - 2030 (USD Billion)
Table 22 North America Smart Agriculture Market, by Region, 2018 - 2023(USD Billion)
Table 23 North America Smart Agriculture Market, by Region, 2025 - 2030 (USD Billion)
Table 24 Europe Smart Agriculture Market, By Agriculture Type, 2018 - 2023(USD Billion)
Table 25 Europe Smart Agriculture Market, By Agriculture Type, 2025 - 2030 (USD Billion)
Table 26 Europe Smart Agriculture Market, By Offering, 2018 - 2023(USD Billion)
Table 27 Europe Smart Agriculture Market, By Offering, 2025 - 2030 (USD Billion)
Table 28 Europe Smart Agriculture Market, By Application, 2018 - 2023(USD Billion)
Table 29 Europe Smart Agriculture Market, By Application, 2025 - 2030 (USD Billion)
Table 30 Europe Smart Agriculture Market, By Farm Size, 2018 - 2023(USD Billion)
Table 31 Europe Smart Agriculture Market, By Farm Size, 2025 - 2030 (USD Billion)
Table 32 Europe Smart Agriculture Market, by Region, 2018 - 2023(USD Billion)
Table 33 Europe Smart Agriculture Market, by Region, 2025 - 2030 (USD Billion)
Table 34 Asia-Pacific Smart Agriculture Market, By Agriculture Type, 2018 - 2023(USD Billion)
Table 35 Asia-Pacific Smart Agriculture Market, By Agriculture Type, 2025 - 2030 (USD Billion)
Table 36 Asia-Pacific Smart Agriculture Market, By Offering, 2018 - 2023(USD Billion)
Table 37 Asia-Pacific Smart Agriculture Market, By Offering, 2025 - 2030 (USD Billion)
Table 38 Asia-Pacific Smart Agriculture Market, By Application, 2018 - 2023(USD Billion)
Table 39 Asia-Pacific Smart Agriculture Market, By Application, 2025 - 2030 (USD Billion)
Table 40 Asia-Pacific Smart Agriculture Market, By Farm Size, 2018 - 2023(USD Billion)
Table 41 Asia-Pacific Smart Agriculture Market, By Farm Size, 2025 - 2030 (USD Billion)
Table 42 Asia-Pacific Smart Agriculture Market, by Region, 2018 - 2023(USD Billion)
Table 43 Asia-Pacific Smart Agriculture Market, by Region, 2025 - 2030 (USD Billion)
Table 44 RoW Smart Agriculture Market, By Agriculture Type, 2018 - 2023(USD Billion)
Table 45 RoW Smart Agriculture Market, By Agriculture Type, 2025 - 2030 (USD Billion)
Table 46 RoW Smart Agriculture Market, By Offering, 2018 - 2023(USD Billion)
Table 47 RoW Smart Agriculture Market, By Offering, 2025 - 2030 (USD Billion)
Table 48 RoW Smart Agriculture Market, By Application, 2018 - 2023(USD Billion)
Table 49 RoW Smart Agriculture Market, By Application, 2025 - 2030 (USD Billion)
Table 50 RoW Smart Agriculture Market, By Farm Size, 2018 - 2023(USD Billion)
Table 51 RoW Smart Agriculture Market, By Farm Size, 2025 - 2030 (USD Billion)
Table 52 RoW Smart Agriculture Market, by Region, 2018 - 2023(USD Billion)
Table 53 RoW Smart Agriculture Market, by Region, 2025 - 2030 (USD Billion)
Table 54 Snapshot – Trimble, Inc.
Table 55 Snapshot – DeLaval
Table 56 Snapshot – Deere & Company
Table 57 Snapshot – AKVA group
Table 58 Snapshot – Afimilk Ltd.
Table 59 Snapshot – Topcon Positioning Systems
Table 60 Snapshot – Innovasea Systems Inc.
Table 61 Snapshot – Heliospectra AB
Table 62 Snapshot – LumiGrow
Table 63 Snapshot – Semios

List of Figures

Figure 1 Market Coverage
Figure 2 Research Phases
Figure 3 Secondary Sources for Different Parameters
Figure 4 Methodology
Figure 5 Data Mining & Exploration
Figure 6 Data Triangulation
Figure 7 Assumptions for Market Estimation and Forecast
Figure 8 Market Synopsis
Figure 9 Global Smart Agriculture Market- Growth Drivers and Restraints
Figure 10 Competitive Benchmark
Figure 11 Global Smart Agriculture Market Highlight
Figure 12 Global Smart Agriculture Market, By Agriculture Type, 2018 - 2030(USD Billion)
Figure 13 Global Smart Agriculture Market, By Offering, 2018 - 2030(USD Billion)
Figure 14 Global Smart Agriculture Market, By Application, 2018 - 2030(USD Billion)
Figure 15 Global Smart Agriculture Market, By Farm Size, 2018 - 2030(USD Billion)
Figure 16 Global Smart Agriculture Market, by Region, 2018 - 2030(USD Billion)
Figure 17 North America Smart Agriculture Market Highlight
Figure 18 North America Smart Agriculture Market, By Agriculture Type, 2018 - 2030(USD Billion)
Figure 19 North America Smart Agriculture Market, By Offering, 2018 - 2030(USD Billion)
Figure 20 North America Smart Agriculture Market, By Application, 2018 - 2030(USD Billion)
Figure 21 North America Smart Agriculture Market, By Farm Size, 2018 - 2030(USD Billion)
Figure 22 North America Smart Agriculture Market, by Region, 2018 - 2030(USD Billion)
Figure 23 Europe Smart Agriculture Market Highlight
Figure 24 Europe Smart Agriculture Market, By Agriculture Type, 2018 - 2030(USD Billion)
Figure 25 Europe Smart Agriculture Market, By Offering, 2018 - 2030(USD Billion)
Figure 26 Europe Smart Agriculture Market, By Application, 2018 - 2030(USD Billion)
Figure 27 Europe Smart Agriculture Market, By Farm Size, 2018 - 2030(USD Billion)
Figure 28 Europe Smart Agriculture Market, by Region, 2018 - 2030(USD Billion)
Figure 29 Asia-Pacific Smart Agriculture Market Highlight
Figure 30 Asia-Pacific Smart Agriculture Market, By Agriculture Type, 2018 - 2030(USD Billion)
Figure 31 Asia-Pacific Smart Agriculture Market, By Offering, 2018 - 2030(USD Billion)
Figure 32 Asia-Pacific Smart Agriculture Market, By Application, 2018 - 2030(USD Billion)
Figure 33 Asia-Pacific Smart Agriculture Market, By Farm Size, 2018 - 2030(USD Billion)
Figure 34 Asia-Pacific Smart Agriculture Market, by Region, 2018 - 2030(USD Billion)
Figure 35 RoW Smart Agriculture Market Highlight
Figure 36 RoW Smart Agriculture Market, By Agriculture Type, 2018 - 2030(USD Billion)
Figure 37 RoW Smart Agriculture Market, By Application, 2018 - 2030(USD Billion)
Figure 38 RoW Smart Agriculture Market, By Application, 2018 - 2030(USD Billion)
Figure 39 RoW Smart Agriculture Market, By Farm Size, 2018 - 2030(USD Billion)
Figure 40 RoW Smart Agriculture Market, by Region, 2018 - 2030(USD Billion)