Farm Automated Weather Stations (AWS) Market Analysis North America, Europe, APAC, South America, Middle East and Africa - US, Canada, China, Germany, France - Size and Forecast 2024-2028

Published: Mar 2024 Pages: 160 SKU: IRTNTR40008

Farm Automated Weather Stations (AWS) Market Forecast 2024-2028

The Farm Automated Weather Stations (AWS) Market size is forecast to increase by USD 39.66 million, at a CAGR of  7.29% between 2023 and 2028. The market's growth trajectory is intricately linked to multiple factors, notably the expanding adoption of smart agricultural techniques, bolstered by government-backed initiatives, and the escalating prominence of conservation agriculture practices. These dynamics are reshaping the industry landscape by fostering sustainable farming methods and enhancing productivity across the agricultural sector. The surge in smart agriculture methods, including precision farming and IoT-based solutions, is revolutionizing traditional farming approaches and driving efficiency gains. Moreover, the concerted efforts from governments to promote sustainable agricultural practices are creating a conducive environment for market expansion. As conservation agriculture gains traction, characterized by reduced soil disturbance and increased soil health, it is poised to play a pivotal role in shaping the future of the agricultural industry. Our report examines historical data from 2018 - 2022, besides analyzing the current and forecasted market scenario.

Moreover, the market in North America is fuelled by the high penetration of technology infrastructure in the region and the rising technological awareness among farmers. Aeron Systems Pvt. Ltd. offers sensors in automatic weather stations such as wind speed and wind direction sensors, soil moisture sensors, and solar radiation sensors. Airmar Technology Corp. offers farm automated weather stations such as the 300WX WeatherStation Instrument, which is the best choice for mobile, or stationary, weather monitoring applications.

Market Forecasting and Size

Market  Forecast 2024-2028

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Market Dynamic

The market is driven by the increasing adoption of Precision farming procedures aimed at optimizing Crop yield and mitigating the impacts of Climate change. Technological advancements in Smart farming technologies such as Artificial Intelligence (AI) and Internet of Things (IoT) technology enable Flood detection and wildfire systems for enhanced agricultural management. However, challenges include the high Valuation of smart farming tools and the need for reliable Data Logger and Radio Transmitter systems amidst evolving Environmental Parameters and Microclimate parameters. Our researchers studied the market research and growth data for years, with 2023 as the base year and 2023 as the estimated year, and presented the key drivers, trends, and challenges for the market.

Key Market Driver - Increasing application of smart agriculture methods

Smart farming is strengthening the agriculture sector through the integration of smart agricultural solutions. In addition, with the help of smart farming, monitoring and data collection of different parameters can be analyzed to improve the overall yield. Furthermore, data collection of soil quality, air temperature, air humidity, and intensity of sunlight across many fields can be achieved using tools such as low-cost sensors and GPS.

Moreover, this has driven the adoption of farm automated stations over the last few years. In addition,  farm automated weather stations enable farmers to make informed decisions regarding aspects such as climatic conditions, soil texture, and pest control methods. Furthermore, farm automated stations offer a data-based assessment of the suitability, particularly arable land, to grow a specific crop. Hence, such factors are driving the market during the forecast period.

Significant Market Trends - Increasing prominence of cloud-based automated weather stations

Several companies are increasingly offering cloud-based automated stations for agricultural applications to provide farmers with real-time access to station data and forecasts. In addition, the compatibility of farm automated stations with cloud services allows the online storage, management, and sharing of weather data monitored and captured by the automated stations, thereby ensuring secure storage and distribution of data.

For example, weather stations provided by Delta-T Devices are based on the company's GP1 Data Logger and GP2 Advanced Data Logger systems. In addition, these stations can be connected to the company's DeltaLINK-Cloud service through a GPRS (General Packet Radio Service) modem. DeltaLINK-Cloud allows farmers to monitor device status, data patterns, and graphs and export and share uploaded data to collaborators. Hence, such factors are driving the market during the forecast period.

Major Market Challenge - High ownership costs for farm automated weather stations

Although farm automated weather stations offer high accuracy in weather data collection, the overall ownership costs associated with the setup, installation, and maintenance of automated weather stations for farming and agriculture activities are significantly higher in comparison to those of manual weather monitoring techniques. In addition, the setup of automated stations considerably contributes to the initial cost of equipment.

Moreover, farm-automated weather stations typically include a number of sensors to measure various weather parameters, a data logger device to record the measured data, a console unit that is generally situated in an indoor location to collate the measured data, and a weather-proof enclosure for equipment protection. In addition, farm automated stations are required to operate for long periods without supervision, especially in remote areas. Hence, such factors are hindering the market during the forecast period.

Market Segmentation by Product, Type, and Geography

The market is witnessing significant growth driven by various factors within the agriculture sector. One key segment driving this growth is Precision farming procedures, where farmers leverage advanced technologies such as Artificial Intelligence (AI) and Internet of Things (IoT) technology to enhance crop yield and optimize resource utilization. Climate change concerns have also propelled the adoption of Smart farming technologies, including Flood detection and wildfire systems, to mitigate risks and ensure sustainable farming practices. National Aeronautics and Space Administration (NASA) plays a crucial role in providing essential data related to Greenhouse gas (GHG) emissions, Meteorological parameters, and Environmental Parameters through satellite observations. This data is crucial for the accurate functioning of Automatic Weather Stations equipped with sensors, data loggers, and radio transmitters to collect real-time weather data. The market is segmented based on Product Type, including Battery-based farm AWS and Cable-based farm AWS, catering to different crop types like Tea, Coffee, and others. Moreover, the adoption of Conservation Agriculture Practices and Precision agriculture techniques further drives the demand for advanced Automation technology and Cloud-based data storage solutions in the Farm AWS market.

 Product Segment Analysis:

The battery-based segment is estimated to witness significant growth during the forecast period. The segment comprises farm automated weather stations that are powered using solar-powered rechargeable batteries. In addition, battery-based farm automated weather stations are generally installed in remote locations where solar power is the only reliable energy source and electricity is not available.

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The battery-based segment was the largest segment and was valued at USD 55.39 million in 2018. Moreover, various automated weather station components, such as sensors and data loggers, consume a considerable amount of energy. Thus, these farm automated weather stations are provided with backup power sources to ensure smooth operation and avoid the loss of data during power outages. In addition, the rechargeable batteries store adequate power for weather monitoring during the night or in the absence of sunlight. Hence, such factors are fuelling the growth of this segment which in turn drives the market during the forecast period.

Type Segment Analysis:

Based on the type, the market has been segmented into hardware and software. The hardware segment will account for the largest share of this segment. Global farm automated weather stations utilize a variety of hardware to collect accurate meteorological data needed for agricultural operations. In addition, sensors, data loggers, communication systems, power sources, mounting hardware, enclosures, and accessories are all examples of such devices. Moreover, sensors are the primary components that measure weather parameters such as temperature, humidity, wind speed and direction, precipitation, solar radiation, and soil moisture. Furthermore, these sensors are strategically placed throughout the weather station to collect real-time environmental data. Hence, such factors are fuelling the growth of this segment which in turn drives the market during the forecast period.

Regional Analysis

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North America is estimated to contribute 37% to the growth by 2028.  Technavio's analysts have provided extensive insight into the market forecasting, detailing the regional trends and drivers influencing the market's trajectory throughout the forecast period. In 2023, the US was the main contributor to the market in North America. In addition, technological advances have increased the popularity of data-driven, automated farms and greenhouses in countries such as the US and Canada over the last few years. Moreover, the high popularity of precision agriculture drives market growth in the US and Canada. In addition, advanced technologies such as yield mapping, soil mapping, and variable rate technology (VRT) are finding increased adoption among the farming communities in North America. Hence, such factors are driving the market growth in North America during the forecast period.

Who are the Major Market Companies?

Companies are implementing various strategies, such as strategic alliances, partnerships, mergers and acquisitions, geographical expansion, and product/service launches, to enhance their presence in the market.

Ambient LLC: The company offers farm automated weather stations such as KestrelMet 6000 Wi-Fi Weather Station, Ambient Weather WS 1965 WiFi Weather Station w Remote Monitoring and Ambient Weather Network Access, and others.

We also have detailed analyses of the market’s competitive landscape and offer information on 20 market companies, including:

Caipos GmbH, Campbell Scientific Inc., Cimel Electronique SAS, Davis Instruments Corp., Delta T Devices Ltd., DTN LLC, Environmental Measurements Ltd., Instrumex, iubenda s.r.l, Kaizen Imperial, METER Group Inc. USA, METOS, Onset Computer Corp., Optical Scientific Inc., PULSONIC, Vaisala Oyj, and Yuktix Technologies

Technavio market forecast the an in-depth analysis of the market and its players through combined qualitative and quantitative data. The analysis classifies companies into categories based on their business approaches, including pure-play, category-focused, industry-focused, and diversified. Companies are specially categorized into dominant, leading, strong, tentative, and weak, based on their quantitative data analysis.  

Segment Overview

The market analysis and report forecasts market growth by revenue at global, regional & country levels and provides a market growth analysis of the latest trends and growth opportunities from 2018 to 2028. 

  • Product Outlook
    • Battery-based
    • Cable-based
  • Type Outlook 
    • Hardware
    • Software
  • Region Outlook 
    • North America
      • The U.S.
      • Canada
    • Europe
      • The U.K.
      • Germany
      • France
      • Rest of Europe
    • APAC
      • China
      • India
    • South America
      • Chile
      • Argentina
      • Brazil
    • Middle East & Africa
      • Saudi Arabia
      • South Africa
      • Rest of the Middle East & Africa

Market Analyst Overview

The market is experiencing rapid growth driven by several key factors. One significant driver is the adoption of precision farming procedures, which leverage advanced technologies like Artificial Intelligence (AI), the Internet of Things (IoT), and cloud computing to optimize crop yield and enhance farm management systems. Climate change concerns have also propelled the demand for smart farming technologies, including flood detection and wildfire systems, to mitigate risks and ensure agricultural sustainability.

Moreover, the National Aeronautics and Space Administration (NASA) plays a crucial role in providing meteorological parameters and environmental measurements through satellite data, contributing to the accuracy of farm AWS. The integration of radio transmitters and smartphones enables real-time data collection and analysis, empowering farmers with actionable insights for decision-making. However, challenges such as the high cost of farm AWS implementation and the lack of awareness among end users pose obstacles to market growth. Trade regulations, import-export analysis, and market regulations also influence the market dynamics and competition among players.

Furthermore, despite challenges, the Farm AWS market is witnessing technological innovations, product launches, and value chain optimization. Emerging markets, developing countries, and the increasing adoption of automation technology in agriculture are creating opportunities for market expansion. Harvesting technologies, weather-based crop insurance, and farm mechanization further contribute to the market's growth trajectory. Investors and stakeholders can access valuable information from investor presentations, SEC filings, national government documents, statistical databases, news articles, and regulatory databases to make informed decisions in this evolving market landscape.

Market Scope

Report Coverage

Details

Page number

160

Base year

2023

Historic period

2018-2022

Forecast period

2024-2028

Growth momentum & CAGR

Accelerate at a CAGR of 7.29%

Market Growth 2024-2028

USD 39.66 million

Market structure

Fragmented

YoY growth 2023-2024(%)

6.67

Regional analysis

North America, Europe, APAC, South America, and Middle East and Africa

Performing market contribution

North America at 37%

Key countries

US, Canada, China, Germany, and France

Competitive landscape

Leading Companies, Market Positioning of Companies, Competitive Strategies, and Industry Risks

Key companies profiled

Aeron Systems Pvt. Ltd., Airmar Technology Corp., Ambient LLC, Caipos GmbH, Campbell Scientific Inc., Cimel Electronique SAS, Davis Instruments Corp., Delta T Devices Ltd., DTN LLC, Environmental Measurements Ltd., Instrumex, iubenda s.r.l, Kaizen Imperial, METER Group Inc. USA, METOS, Onset Computer Corp., Optical Scientific Inc., PULSONIC, Vaisala Oyj, and Yuktix Technologies

Market dynamics

Parent market analysis, Market growth inducers and obstacles, Fast-growing and slow-growing segment analysis, COVID-19 impact and recovery analysis and future consumer dynamics, and Market condition analysis for the forecast period.

Customization purview

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What are the Key Data Covered in this Market Research Report?

  • CAGR of the market during the forecast period
  • Detailed information on factors that will drive the growth of the farm automated weather stations market between 2023 and 2028
  • Precise estimation of the market growth and trends and its contribution to the market in focus on the parent market
  • Accurate predictions about upcoming market trends and analysis and changes in consumer behavior
  • Market growth and forecasting across North America, Europe, APAC, South America, and the Middle East and Africa
  • A thorough market analysis and report of the market’s competitive landscape and detailed information about companies
  • Comprehensive market report analysis of factors that will challenge the growth of market  companies

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1 Executive Summary

  • 1.1 Market overview
    • Exhibit 01: Executive Summary – Chart on Market Overview
    • Exhibit 02: Executive Summary – Data Table on Market Overview
    • Exhibit 03: Executive Summary – Chart on Global Market Characteristics
    • Exhibit 04: Executive Summary – Chart on Market by Geography
    • Exhibit 05: Executive Summary – Chart on Market Segmentation by Product
    • Exhibit 06: Executive Summary – Chart on Market Segmentation by Type
    • Exhibit 07: Executive Summary – Chart on Incremental Growth
    • Exhibit 08: Executive Summary – Data Table on Incremental Growth
    • Exhibit 09: Executive Summary – Chart on Vendor Market Positioning

2 Market Landscape

  • 2.1 Market ecosystem
    • Exhibit 10: Parent market
    • Exhibit 11: Market Characteristics

3 Market Sizing

  • 3.1 Market definition
    • Exhibit 12: Offerings of vendors included in the market definition
  • 3.2 Market segment analysis
    • Exhibit 13: Market segments
  • 3.3 Market size 2023
    • 3.4 Market outlook: Forecast for 2023-2028
      • Exhibit 14: Chart on Global - Market size and forecast 2023-2028 ($ million)
      • Exhibit 15: Data Table on Global - Market size and forecast 2023-2028 ($ million)
      • Exhibit 16: Chart on Global Market: Year-over-year growth 2023-2028 (%)
      • Exhibit 17: Data Table on Global Market: Year-over-year growth 2023-2028 (%)

    4 Historic Market Size

    • 4.1 Global farm automated weather stations market 2018 - 2022
      • Exhibit 18: Historic Market Size – Data Table on global farm automated weather stations market 2018 - 2022 ($ million)
    • 4.2 Product Segment Analysis 2018 - 2022
      • Exhibit 19: Historic Market Size – Product Segment 2018 - 2022 ($ million)
    • 4.3 Type Segment Analysis 2018 - 2022
      • Exhibit 20: Historic Market Size – Type Segment 2018 - 2022 ($ million)
    • 4.4 Geography Segment Analysis 2018 - 2022
      • Exhibit 21: Historic Market Size – Geography Segment 2018 - 2022 ($ million)
    • 4.5 Country Segment Analysis 2018 - 2022
      • Exhibit 22: Historic Market Size – Country Segment 2018 - 2022 ($ million)

    5 Five Forces Analysis

    • 5.1 Five forces summary
      • Exhibit 23: Five forces analysis - Comparison between 2023 and 2028
    • 5.2 Bargaining power of buyers
      • Exhibit 24: Chart on Bargaining power of buyers – Impact of key factors 2023 and 2028
    • 5.3 Bargaining power of suppliers
      • Exhibit 25: Bargaining power of suppliers – Impact of key factors in 2023 and 2028
    • 5.4 Threat of new entrants
      • Exhibit 26: Threat of new entrants – Impact of key factors in 2023 and 2028
    • 5.5 Threat of substitutes
      • Exhibit 27: Threat of substitutes – Impact of key factors in 2023 and 2028
    • 5.6 Threat of rivalry
      • Exhibit 28: Threat of rivalry – Impact of key factors in 2023 and 2028
    • 5.7 Market condition
      • Exhibit 29: Chart on Market condition - Five forces 2023 and 2028

    6 Market Segmentation by Product

    • 6.1 Market segments
      • Exhibit 30: Chart on Product - Market share 2023-2028 (%)
      • Exhibit 31: Data Table on Product - Market share 2023-2028 (%)
    • 6.2 Comparison by Product
      • Exhibit 32: Chart on Comparison by Product
      • Exhibit 33: Data Table on Comparison by Product
    • 6.3 Battery-based - Market size and forecast 2023-2028
      • Exhibit 34: Chart on Battery-based - Market size and forecast 2023-2028 ($ million)
      • Exhibit 35: Data Table on Battery-based - Market size and forecast 2023-2028 ($ million)
      • Exhibit 36: Chart on Battery-based - Year-over-year growth 2023-2028 (%)
      • Exhibit 37: Data Table on Battery-based - Year-over-year growth 2023-2028 (%)
    • 6.4 Cable-based - Market size and forecast 2023-2028
      • Exhibit 38: Chart on Cable-based - Market size and forecast 2023-2028 ($ million)
      • Exhibit 39: Data Table on Cable-based - Market size and forecast 2023-2028 ($ million)
      • Exhibit 40: Chart on Cable-based - Year-over-year growth 2023-2028 (%)
      • Exhibit 41: Data Table on Cable-based - Year-over-year growth 2023-2028 (%)
    • 6.5 Market opportunity by Product
      • Exhibit 42: Market opportunity by Product ($ million)
      • Exhibit 43: Data Table on Market opportunity by Product ($ million)

    7 Market Segmentation by Type

    • 7.1 Market segments
      • Exhibit 44: Chart on Type - Market share 2023-2028 (%)
      • Exhibit 45: Data Table on Type - Market share 2023-2028 (%)
    • 7.2 Comparison by Type
      • Exhibit 46: Chart on Comparison by Type
      • Exhibit 47: Data Table on Comparison by Type
    • 7.3 Hardware - Market size and forecast 2023-2028
      • Exhibit 48: Chart on Hardware - Market size and forecast 2023-2028 ($ million)
      • Exhibit 49: Data Table on Hardware - Market size and forecast 2023-2028 ($ million)
      • Exhibit 50: Chart on Hardware - Year-over-year growth 2023-2028 (%)
      • Exhibit 51: Data Table on Hardware - Year-over-year growth 2023-2028 (%)
    • 7.4 Software - Market size and forecast 2023-2028
      • Exhibit 52: Chart on Software - Market size and forecast 2023-2028 ($ million)
      • Exhibit 53: Data Table on Software - Market size and forecast 2023-2028 ($ million)
      • Exhibit 54: Chart on Software - Year-over-year growth 2023-2028 (%)
      • Exhibit 55: Data Table on Software - Year-over-year growth 2023-2028 (%)
    • 7.5 Market opportunity by Type
      • Exhibit 56: Market opportunity by Type ($ million)
      • Exhibit 57: Data Table on Market opportunity by Type ($ million)

    8 Customer Landscape

    • 8.1 Customer landscape overview
      • Exhibit 58: Analysis of price sensitivity, lifecycle, customer purchase basket, adoption rates, and purchase criteria

    9 Geographic Landscape

    • 9.1 Geographic segmentation
      • Exhibit 59: Chart on Market share by geography 2023-2028 (%)
      • Exhibit 60: Data Table on Market share by geography 2023-2028 (%)
    • 9.2 Geographic comparison
      • Exhibit 61: Chart on Geographic comparison
      • Exhibit 62: Data Table on Geographic comparison
    • 9.3 North America - Market size and forecast 2023-2028
      • Exhibit 63: Chart on North America - Market size and forecast 2023-2028 ($ million)
      • Exhibit 64: Data Table on North America - Market size and forecast 2023-2028 ($ million)
      • Exhibit 65: Chart on North America - Year-over-year growth 2023-2028 (%)
      • Exhibit 66: Data Table on North America - Year-over-year growth 2023-2028 (%)
    • 9.4 Europe - Market size and forecast 2023-2028
      • Exhibit 67: Chart on Europe - Market size and forecast 2023-2028 ($ million)
      • Exhibit 68: Data Table on Europe - Market size and forecast 2023-2028 ($ million)
      • Exhibit 69: Chart on Europe - Year-over-year growth 2023-2028 (%)
      • Exhibit 70: Data Table on Europe - Year-over-year growth 2023-2028 (%)
    • 9.5 APAC - Market size and forecast 2023-2028
      • Exhibit 71: Chart on APAC - Market size and forecast 2023-2028 ($ million)
      • Exhibit 72: Data Table on APAC - Market size and forecast 2023-2028 ($ million)
      • Exhibit 73: Chart on APAC - Year-over-year growth 2023-2028 (%)
      • Exhibit 74: Data Table on APAC - Year-over-year growth 2023-2028 (%)
    • 9.6 South America - Market size and forecast 2023-2028
      • Exhibit 75: Chart on South America - Market size and forecast 2023-2028 ($ million)
      • Exhibit 76: Data Table on South America - Market size and forecast 2023-2028 ($ million)
      • Exhibit 77: Chart on South America - Year-over-year growth 2023-2028 (%)
      • Exhibit 78: Data Table on South America - Year-over-year growth 2023-2028 (%)
    • 9.7 Middle East and Africa - Market size and forecast 2023-2028
      • Exhibit 79: Chart on Middle East and Africa - Market size and forecast 2023-2028 ($ million)
      • Exhibit 80: Data Table on Middle East and Africa - Market size and forecast 2023-2028 ($ million)
      • Exhibit 81: Chart on Middle East and Africa - Year-over-year growth 2023-2028 (%)
      • Exhibit 82: Data Table on Middle East and Africa - Year-over-year growth 2023-2028 (%)
    • 9.8 US - Market size and forecast 2023-2028
      • Exhibit 83: Chart on US - Market size and forecast 2023-2028 ($ million)
      • Exhibit 84: Data Table on US - Market size and forecast 2023-2028 ($ million)
      • Exhibit 85: Chart on US - Year-over-year growth 2023-2028 (%)
      • Exhibit 86: Data Table on US - Year-over-year growth 2023-2028 (%)
    • 9.9 China - Market size and forecast 2023-2028
      • Exhibit 87: Chart on China - Market size and forecast 2023-2028 ($ million)
      • Exhibit 88: Data Table on China - Market size and forecast 2023-2028 ($ million)
      • Exhibit 89: Chart on China - Year-over-year growth 2023-2028 (%)
      • Exhibit 90: Data Table on China - Year-over-year growth 2023-2028 (%)
    • 9.10 Germany - Market size and forecast 2023-2028
      • Exhibit 91: Chart on Germany - Market size and forecast 2023-2028 ($ million)
      • Exhibit 92: Data Table on Germany - Market size and forecast 2023-2028 ($ million)
      • Exhibit 93: Chart on Germany - Year-over-year growth 2023-2028 (%)
      • Exhibit 94: Data Table on Germany - Year-over-year growth 2023-2028 (%)
    • 9.11 France - Market size and forecast 2023-2028
      • Exhibit 95: Chart on France - Market size and forecast 2023-2028 ($ million)
      • Exhibit 96: Data Table on France - Market size and forecast 2023-2028 ($ million)
      • Exhibit 97: Chart on France - Year-over-year growth 2023-2028 (%)
      • Exhibit 98: Data Table on France - Year-over-year growth 2023-2028 (%)
    • 9.12 Canada - Market size and forecast 2023-2028
      • Exhibit 99: Chart on Canada - Market size and forecast 2023-2028 ($ million)
      • Exhibit 100: Data Table on Canada - Market size and forecast 2023-2028 ($ million)
      • Exhibit 101: Chart on Canada - Year-over-year growth 2023-2028 (%)
      • Exhibit 102: Data Table on Canada - Year-over-year growth 2023-2028 (%)
    • 9.13 Market opportunity by geography
      • Exhibit 103: Market opportunity by geography ($ million)
      • Exhibit 104: Data Tables on Market opportunity by geography ($ million)

    10 Drivers, Challenges, and Trends

    • 10.1 Market drivers
      • 10.2 Market challenges
        • 10.3 Impact of drivers and challenges
          • Exhibit 105: Impact of drivers and challenges in 2023 and 2028
        • 10.4 Market trends

          11 Vendor Landscape

          • 11.1 Overview
            • 11.2 Vendor landscape
              • Exhibit 106: Overview on Criticality of inputs and Factors of differentiation
            • 11.3 Landscape disruption
              • Exhibit 107: Overview on factors of disruption
            • 11.4 Industry risks
              • Exhibit 108: Impact of key risks on business

            12 Vendor Analysis

            • 12.1 Vendors covered
              • Exhibit 109: Vendors covered
            • 12.2 Market positioning of vendors
              • Exhibit 110: Matrix on vendor position and classification
            • 12.3 Aeron Systems Pvt. Ltd.
              • Exhibit 111: Aeron Systems Pvt. Ltd. - Overview
              • Exhibit 112: Aeron Systems Pvt. Ltd. - Product / Service
              • Exhibit 113: Aeron Systems Pvt. Ltd. - Key offerings
            • 12.4 Airmar Technology Corp.
              • Exhibit 114: Airmar Technology Corp. - Overview
              • Exhibit 115: Airmar Technology Corp. - Key offerings
            • 12.5 Ambient LLC
              • Exhibit 116: Ambient LLC - Overview
              • Exhibit 117: Ambient LLC - Product / Service
              • Exhibit 118: Ambient LLC - Key offerings
            • 12.6 Caipos GmbH
              • Exhibit 119: Caipos GmbH - Overview
              • Exhibit 120: Caipos GmbH - Product / Service
              • Exhibit 121: Caipos GmbH - Key offerings
            • 12.7 Campbell Scientific Inc.
              • Exhibit 122: Campbell Scientific Inc. - Overview
              • Exhibit 123: Campbell Scientific Inc. - Product / Service
              • Exhibit 124: Campbell Scientific Inc. - Key offerings
            • 12.8 Davis Instruments Corp.
              • Exhibit 125: Davis Instruments Corp. - Overview
              • Exhibit 126: Davis Instruments Corp. - Product / Service
              • Exhibit 127: Davis Instruments Corp. - Key offerings
            • 12.9 DTN LLC
              • Exhibit 128: DTN LLC - Overview
              • Exhibit 129: DTN LLC - Product / Service
              • Exhibit 130: DTN LLC - Key news
              • Exhibit 131: DTN LLC - Key offerings
            • 12.10 Environmental Measurements Ltd.
              • Exhibit 132: Environmental Measurements Ltd. - Overview
              • Exhibit 133: Environmental Measurements Ltd. - Product / Service
              • Exhibit 134: Environmental Measurements Ltd. - Key offerings
            • 12.11 iubenda s.r.l
              • Exhibit 135: iubenda s.r.l - Overview
              • Exhibit 136: iubenda s.r.l - Product / Service
              • Exhibit 137: iubenda s.r.l - Key offerings
            • 12.12 METER Group Inc. USA
              • Exhibit 138: METER Group Inc. USA - Overview
              • Exhibit 139: METER Group Inc. USA - Product / Service
              • Exhibit 140: METER Group Inc. USA - Key offerings
            • 12.13 METOS
              • Exhibit 141: METOS - Overview
              • Exhibit 142: METOS - Product / Service
              • Exhibit 143: METOS - Key offerings
            • 12.14 Onset Computer Corp.
              • Exhibit 144: Onset Computer Corp. - Overview
              • Exhibit 145: Onset Computer Corp. - Product / Service
              • Exhibit 146: Onset Computer Corp. - Key offerings
            • 12.15 Optical Scientific Inc.
              • Exhibit 147: Optical Scientific Inc. - Overview
              • Exhibit 148: Optical Scientific Inc. - Key offerings
            • 12.16 PULSONIC
              • Exhibit 149: PULSONIC - Overview
              • Exhibit 150: PULSONIC - Product / Service
              • Exhibit 151: PULSONIC - Key offerings
            • 12.17 Yuktix Technologies
              • Exhibit 152: Yuktix Technologies - Overview
              • Exhibit 153: Yuktix Technologies - Product / Service
              • Exhibit 154: Yuktix Technologies - Key offerings

            13 Appendix

            • 13.1 Scope of the report
              • 13.2 Inclusions and exclusions checklist
                • Exhibit 155: Inclusions checklist
                • Exhibit 156: Exclusions checklist
              • 13.3 Currency conversion rates for US$
                • Exhibit 157: Currency conversion rates for US$
              • 13.4 Research methodology
                • Exhibit 158: Research methodology
                • Exhibit 159: Validation techniques employed for market sizing
                • Exhibit 160: Information sources
              • 13.5 List of abbreviations
                • Exhibit 161: List of abbreviations

              Research Framework

              Technavio presents a detailed picture of the market by way of study, synthesis, and summation of data from multiple sources. The analysts have presented the various facets of the market with a particular focus on identifying the key industry influencers. The data thus presented is comprehensive, reliable, and the result of extensive research, both primary and secondary.

              INFORMATION SOURCES

              Primary sources

              • Manufacturers and suppliers
              • Channel partners
              • Industry experts
              • Strategic decision makers

              Secondary sources

              • Industry journals and periodicals
              • Government data
              • Financial reports of key industry players
              • Historical data
              • Press releases

              DATA ANALYSIS

              Data Synthesis

              • Collation of data
              • Estimation of key figures
              • Analysis of derived insights

              Data Validation

              • Triangulation with data models
              • Reference against proprietary databases
              • Corroboration with industry experts

              REPORT WRITING

              Qualitative

              • Market drivers
              • Market challenges
              • Market trends
              • Five forces analysis

              Quantitative

              • Market size and forecast
              • Market segmentation
              • Geographical insights
              • Competitive landscape

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              farm automated weather stations market market

              Key Questions Answered

              • What are the key global market and the regional market share?
              • What are the revenue-generating key market segments?
              • What are the key factors driving and challenging this market’s growth?
              • Who are the key market vendors and their growth strategies?
              • What are the latest trends influencing the growth of this market?
              • What are the variables influencing the market growth in the primary regions?
              • What are the factors influencing the growth of the parent market?

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