자동 데이터 로깅 툴 및 시스템 시장 : 세계 및 지역별 분석 : 용도별, 하드웨어별, 소프트웨어별, 지역별 - 분석 및 예측(2025-2035년)

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Introduction of the Automated Data Logging Tools and Systems Market

The automated data logging tools and systems market represents a critical pillar of modern precision agriculture, enabling farmers to collect, store, and analyze real-time information about their fields, crops, and equipment. These systems utilize sensors, IoT devices, and cloud connectivity to capture essential parameters, including soil moisture, nutrient levels, temperature, humidity, and machinery performance, which are then automatically recorded and transmitted to centralized platforms. By replacing manual record-keeping with automated, error-free processes, these solutions empower farmers to make data-driven decisions that optimize crop yields, reduce input costs, and enhance sustainability.

The growing emphasis on smart farming and digital transformation in agriculture has positioned automated data logging systems as indispensable tools for farm management. They serve as the backbone of predictive analytics, enabling timely interventions for irrigation, fertilization, and pest control while ensuring compliance with environmental regulations and sustainability standards. With the integration of advanced technologies such as AI, ML, and cloud computing, data logging systems are evolving from simple monitoring devices to decision-support systems that provide actionable insights at the farm level. Notably, by 2025, 65% of agricultural companies are estimated to have adopted cloud computing for data management, and the deployment of IoT sensors in farming soared 35% between 2018 and 2022. This widespread digitization highlights the increasing reliance on automated data systems as a central component of farm management.

Market Overview

The automated data logging tools and systems market's revenue was $4,784.4 million in 2024, and it is expected to reach $11,995.0 million by 2035, advancing at a CAGR of 8.65% during the forecast period (2025-2035). The automated data logging tools and systems market is growing rapidly due to rising global food demand, increasing pressure on farmers to improve productivity, and the accelerating adoption of digital technologies, including IoT, AI, and cloud platforms, in agriculture. These systems provide real-time, accurate insights into soil, crop, and weather conditions, enabling the optimization of resources, informed decision-making, and compliance with sustainability standards. Strong government incentives for climate-smart farming, combined with growing concerns over water use, fertilizer efficiency, and carbon emissions, are further boosting adoption. Additionally, labor shortages and the rising availability of affordable, solar-powered, and mobile-enabled loggers are making the technology accessible to smallholder farmers, ensuring widespread adoption across both developed and emerging markets.

Industrial Impact

The adoption of automated data logging tools and systems is reshaping the agricultural industry by driving a fundamental shift toward data-driven, precision-based operations. For farm equipment manufacturers, this creates new opportunities to integrate smart sensors, connectivity, and cloud platforms into their product portfolios, thereby strengthening after-sales services and generating recurring revenue streams through data subscriptions. Agrochemical and seed companies are leveraging these systems to provide tailored crop management solutions, linking product usage with real-time field conditions to maximize efficiency and sustainability. For irrigation and water management firms, data loggers support advanced solutions for optimizing water use, aligning with global sustainability goals. Importantly, these systems are reducing farmers' dependence on manual labor, improving compliance with regulatory requirements, and enhancing supply chain transparency by enabling traceable production practices. Collectively, this industrial shift is fostering collaboration between agriculture, technology, and sustainability-focused sectors, accelerating the transformation of farming into a digitally integrated, climate-resilient industry.

Market Segmentation:

Segmentation 1: By Application

• Field Crop Monitoring
• Irrigation and Fertigation Control System
• Environmental Monitoring
• Others (Pest and Disease Risk Monitoring)

Irrigation and Fertigation Control System to Lead the Market (by Application)

Irrigation and fertigation control systems are expected to lead the automated data logging tools and systems market by application, as they directly address two of the most critical challenges in agriculture, efficient water management and optimized nutrient delivery. With growing concerns over water scarcity, rising input costs, and stricter sustainability regulations, farmers are increasingly adopting smart data loggers that monitor soil moisture, weather patterns, and crop nutrient needs in real time to precisely control irrigation and fertigation schedules. These systems not only minimize wastage of water and fertilizers but also enhance crop yields and quality, making them highly cost-effective and environmentally sustainable. As a result, irrigation and fertigation control systems are emerging as the largest and fastest-growing application area, driving significant adoption across both developed and emerging agricultural markets.

Segmentation 2: By Hardware

• Standalone Data Loggers
• Multi-Sensor Logging Units
• Sensor + Telemetry Modules
• Automated Control Systems

Multi-Sensor Logging Units to Dominate the Market (by Hardware)

Multi-sensor logging units are set to dominate the automated data logging tools and systems market by hardware, as they offer comprehensive monitoring capabilities by integrating multiple sensors, such as those for soil moisture, temperature, humidity, nutrient levels, and weather conditions, into a single platform. This multi-parameter approach provides farmers with a holistic view of field conditions, enabling more accurate and timely decision-making compared to single-sensor devices. Their ability to collect diverse data streams simultaneously not only enhances efficiency but also supports advanced applications, such as precision irrigation, fertigation, and crop health monitoring. As farming becomes increasingly data-driven, the demand for versatile, integrated solutions is surging, positioning multi-sensor logging units as the preferred choice for both large-scale agribusinesses and smallholder farmers looking to maximize productivity and sustainability.

Segmentation 3: By Software

• IoT-Based Data Logging Platforms
• Decision Support and Analytics Platforms (AI/ML)

IoT-Based Data Logging Platforms to Dominate the Market (by Software)

IoT-based data logging platforms are projected to dominate the market by software, as they serve as the backbone of connected agriculture by enabling seamless integration of sensors, devices, and farm management systems. These platforms collect and transmit real-time data from the field to cloud-based dashboards, where advanced analytics and AI-driven insights help farmers optimize irrigation, fertigation, pest control, and overall crop management. Their scalability, remote accessibility through smartphones and tablets, and ability to support predictive decision-making make them far more valuable than traditional standalone software. Moreover, the growing adoption of smart farming practices and government-backed digital agriculture initiatives is accelerating the deployment of IoT-enabled platforms, cementing their position as the most critical software segment in the automated data logging tools and systems market.

Segmentation 4: By Region

• North America
• Europe
• Asia-Pacific
• Rest-of-the-World

North America to Lead the Market (by Region)

North America is expected to lead the automated data logging tools and systems market by region, driven by its highly mechanized agricultural sector, strong digital infrastructure, and widespread adoption of precision farming practices. The presence of major agri-tech companies, coupled with significant investments in IoT, AI, and cloud-based farming solutions, has accelerated the integration of advanced data logging systems across large-scale farms. Government support for sustainable agriculture, water conservation, and climate-smart initiatives further boosts adoption, while rising labor costs and the need for higher productivity reinforce the shift toward automation. With its combination of technological maturity, supportive policies, and early adopter farmers, North America continues to set the pace for innovation and deployment in this market, positioning the region at the forefront of global growth.

Recent Developments in the Automated Data Logging Tools and Systems Market

• In 2024, Onset Computer Corporation launched the HOBO MX20L Water Level wireless logger.
• In 2023, Onset Computer Corporation launched the Remote Water Level Monitoring System for wells/groundwater.
• In 2022, Gemini Data Loggers launched Tinytag DI (21 CFR Part 11) software for audit-trail data integrity, useful for regulated agrifood environments.
• In 2023, Delta T Devices partnered with SAF Tehnika's Aranet wireless platform for commercial horticulture (sensor-to-cloud).

How can this report add value to an organization?

Product/Innovation Strategy: This report provides a detailed analysis of the automated data logging tools and systems market, segmented by application, hardware, software, and region. It covers various automated data logging tools and systems (hardware), such as standalone data loggers, multi-sensor logging units, sensor + telemetry modules, and automated control systems, and software such as IoT-based data logging platforms and decision support and analytics platforms (AI/ML) for several applications such as field crop monitoring, irrigation and fertigation control system, environmental monitoring, and others (pest and disease risk monitoring). The report helps innovators identify gaps in the current offering landscape and adapt product roadmaps to deliver differentiated, scalable, and regulatory-compliant solutions.

Growth/Marketing Strategy: The automated data logging tools and systems market has been rapidly evolving, with major players engaging in capacity expansion,strategic alliances, and pilot deployments to strengthen their market position. This report tracks those developments and provides insights into how key companies are entering or expanding into application segments. It supports marketing teams in identifying high-growth sectors, aligning value propositions with end-user expectations, and crafting targeted go-to-market strategies based on regional dynamics and technological readiness.

Competitive Strategy: A thorough competitive landscape is provided, profiling leading players based on their product offerings, innovation pipelines, partnerships, and expansion plans. Competitive benchmarking enables readers to evaluate how companies are positioned across product types and application areas.

Research Methodology

Data Sources

Primary Data Sources

The primary sources comprise industry experts from the automated data logging tools and systems market, as well as various stakeholders within the ecosystem. Respondents, including CEOs, vice presidents, marketing directors, and technology and innovation directors, have been interviewed to gather and verify both qualitative and quantitative aspects of this research study.

The key data points taken from primary sources include:

• validation and triangulation of all the numbers and graphs
• validation of report segmentations and key qualitative findings
• understanding the competitive landscape
• validation of the numbers in several categories
• percentage split of individual markets for geographical analysis

Secondary Data Sources

This research study utilizes extensive secondary research, including directories, company websites, and annual reports. It also utilizes databases, such as Hoover's, Bloomberg, Businessweek, and Factiva, to collect useful and effective information for an extensive, technical, market-oriented, and commercial study of the global market. In addition to core data sources, the study referenced insights from reputable organizations and websites, such as the Food and Agriculture Organization (FAO), United States Department of Agriculture (USDA), National Institute of Food and Agriculture (NIFA), Farm Bureau Federation (FBF), Canadian Agri-Food Automation and Intelligence Network (CAAIN), Smart Agriculture Council Mexico, Ministry of Agriculture, Food and Rural Affairs (MAFRA), Korea National Agricultural Cooperative Federation (NACF), Ministry of Agriculture and Rural Affairs (MARA), International Cooperative Agricultural Organization (ICAO), and others, to understand trends in the adoption of automated data logging tools and systems.

Secondary research has been done to obtain crucial information about the industry's value chain, revenue models, the market's monetary chain, the total pool of key players, and the current and potential use cases and applications.

The key data points taken from secondary research include:

• segmentations and percentage shares
• data for market value
• key industry trends of the top players in the market
• qualitative insights into various aspects of the market, key trends, and emerging areas of innovation
• quantitative data for mathematical and statistical calculations

Data Triangulation

This research study utilizes extensive secondary sources, including certified publications, articles by recognized authors, white papers, company annual reports, directories, and major databases, to collect useful and effective information for a comprehensive, technical, market-oriented, and commercial study of the automated data logging tools and systems market.

The process of market engineering involves the calculation of the market statistics, market size estimation, market forecast, market crackdown, and data triangulation (the methodology for such quantitative data processes has been explained in further sections). A primary research study has been undertaken to gather information and validate market numbers for segmentation types and industry trends among key players in the market.

Key Market Players and Competition Synopsis

Automated data logging tools and systems for agriculture are technology-driven solutions designed to continuously capture and record critical farm parameters, including soil moisture, temperature, humidity, equipment performance, and weather conditions. By eliminating manual data entry and ensuring real-time monitoring, these systems empower farmers to make informed, timely decisions that optimize resource utilization, enhance productivity, and reduce operational risks. The market for automated data logging tools and systems is poised for substantial growth, driven by the integration of IoT, AI, and cloud-based analytics platforms that transform raw field data into actionable insights. These innovations enable predictive modeling for irrigation, fertilization, and crop health management, contributing to higher yields and more sustainable farming practices. Strong policy support for climate-smart agriculture, coupled with the rising global focus on efficient water and fertilizer use, is accelerating adoption across both large-scale and smallholder farms. As a result, automated data logging systems are becoming foundational to the digital transformation of agriculture, enabling compliance with sustainability standards and reducing environmental impact.

In March 2024, Campbell Scientific partnered with the International Crops Research Institute for the Semi-Arid Tropics (ICRISAT) to deploy solar-powered IoT-enabled data loggers across pilot farms in India and Africa. The project aims to provide farmers with real-time insights into soil moisture, rainfall, and nutrient conditions, thereby facilitating efficient irrigation scheduling and resource management. These loggers are also integrated with mobile applications, supporting smallholder farmers in regions with limited infrastructure and enabling them to adopt precision agriculture practices at scale. Such initiatives reflect a broader trend toward data-driven farming, where automation and digital tools bridge the gap between sustainability goals and practical farm management, ultimately enhancing resilience against climate variability and labor shortages.

Some prominent names established in this market are:

• Onset Computer Corporation (HOBO)
• Riot Technology Corporation (Gropoint)
• Gemini Data Loggers (TinyTag)
• Delta-T-Devices
• IRROMETER Company Inc.
• Sentek Technologies
• Lascar Electronics (Easylog)
• Campbell Scientific Inc.
• Munro Instruments Limited
• Spectrum Technologies Inc. (Watchdog)
• MicroEdge Instruments Inc.
• METER GROUP
• PCE INSTRUMENTS (PCE IBERICA)
• STEP Systems GmbH
• Thingslog

Table of Contents

Executive Summary

Scope and Definition

1 Market: Industry Outlook

• 1.1 Trends: Current and Future Impact Assessment
  • 1.1.1 Integration of Artificial Intelligence and Machine Learning for Predictive Data Analytics
  • 1.1.2 Edge and Next-Gen Networks Driving Real-Time Control
• 1.2 Stakeholder Analysis
  • 1.2.1 Use Case
  • 1.2.2 End User and Buying Criteria
• 1.3 Market Dynamics
  • 1.3.1 Market Drivers
    • 1.3.1.1 Regulatory and Buyer Traceability Requirements
    • 1.3.1.2 Climate Volatility and Water Scarcity
  • 1.3.2 Market Challenges
    • 1.3.2.1 Infrastructure and Reliability Barriers to Scalable Data Logging
    • 1.3.2.2 Trust and Value Gaps in Farm Data Logging
  • 1.3.3 Market Opportunities
    • 1.3.3.1 Building Verified Sustainability Claims with Agricultural Data Logging
    • 1.3.3.2 Linking Data Logging with Parametric Insurance for Climate Resilience
• 1.4 Regulatory and Policy Impact Analysis
• 1.5 Patent Filing Trend (by Country and Company)
• 1.6 Startup Landscape

2 Application

• 2.1 Application Summary
• 2.2 Automated Data Logging Tools and Systems Market (by Application)
  • 2.2.1 Field Crop Monitoring
  • 2.2.2 Irrigation and Fertigation Control System
  • 2.2.3 Environmental Monitoring
  • 2.2.4 Others

3 Products

• 3.1 Product Summary
• 3.2 Automated Data Logging Tools and Systems Market (by Product Type)
  • 3.2.1 Product Type - Hardware
    • 3.2.1.1 Standalone Data Loggers
    • 3.2.1.2 Multi-Sensor Logging Units
    • 3.2.1.3 Sensor + Telemetry Modules
    • 3.2.1.4 Automated Control Systems
  • 3.2.2 Product Type - Software
    • 3.2.2.1 IoT-Based Data Logging Platforms
    • 3.2.2.2 Decision Support and Analytics Platforms (AI/ML)

4 Region

• 4.1 Regional Summary
• 4.2 North America
  • 4.2.1 Regional Overview
  • 4.2.2 Driving Factors for Market Growth
  • 4.2.3 Factors Challenging the Market
  • 4.2.4 Analyst View
    • 4.2.4.1 Application
    • 4.2.4.2 Product
  • 4.2.5 U.S.
    • 4.2.5.1 Application
    • 4.2.5.2 Product
  • 4.2.6 Canada
    • 4.2.6.1 Application
    • 4.2.6.2 Product
  • 4.2.7 Mexico
    • 4.2.7.1 Application
    • 4.2.7.2 Product
• 4.3 Europe
  • 4.3.1 Regional Overview
  • 4.3.2 Driving Factors for Market Growth
  • 4.3.3 Factors Challenging the Market
  • 4.3.4 Analyst View
    • 4.3.4.1 Application
    • 4.3.4.2 Product
  • 4.3.5 Germany
    • 4.3.5.1 Application
    • 4.3.5.2 Product
  • 4.3.6 France
    • 4.3.6.1 Application
    • 4.3.6.2 Product
  • 4.3.7 U.K.
    • 4.3.7.1 Application
    • 4.3.7.2 Product
  • 4.3.8 Italy
    • 4.3.8.1 Application
    • 4.3.8.2 Product
  • 4.3.9 Spain
    • 4.3.9.1 Application
    • 4.3.9.2 Product
  • 4.3.10 Rest-of-Europe
    • 4.3.10.1 Application
    • 4.3.10.2 Product
• 4.4 Asia-Pacific
  • 4.4.1 Regional Overview
  • 4.4.2 Driving Factors for Market Growth
  • 4.4.3 Factors Challenging the Market
  • 4.4.4 Analyst View
    • 4.4.4.1 Application
    • 4.4.4.2 Product
  • 4.4.5 China
    • 4.4.5.1 Application
    • 4.4.5.2 Product
  • 4.4.6 Japan
    • 4.4.6.1 Application
    • 4.4.6.2 Product
  • 4.4.7 India
    • 4.4.7.1 Application
    • 4.4.7.2 Product
  • 4.4.8 South Korea
    • 4.4.8.1 Application
    • 4.4.8.2 Product
  • 4.4.9 Australia
    • 4.4.9.1 Application
    • 4.4.9.2 Product
  • 4.4.10 Rest-of-Asia-Pacific
    • 4.4.10.1 Application
    • 4.4.10.2 Product
• 4.5 Rest-of-the-World
  • 4.5.1 Regional Overview
  • 4.5.2 Driving Factors for Market Growth
  • 4.5.3 Factors Challenging the Market
  • 4.5.4 Analyst View
    • 4.5.4.1 Application
    • 4.5.4.2 Product
  • 4.5.5 South America
    • 4.5.5.1 Application
    • 4.5.5.2 Product
  • 4.5.6 Middle East and Africa
    • 4.5.6.1 Application
    • 4.5.6.2 Product

5 Markets - Competitive Benchmarking & Company Profiles

• 5.1 Onset Computer Corporation (HOBO)
  • 5.1.1 Overview
  • 5.1.2 Top Products/Product Portfolio
  • 5.1.3 Top Competitors
  • 5.1.4 Target Customers
  • 5.1.5 Key Personnel
  • 5.1.6 Analyst View
  • 5.1.7 Market Share, 2024
• 5.2 Riot Technology Corporation (Gropoint)
  • 5.2.1 Overview
  • 5.2.2 Top Products/Product Portfolio
  • 5.2.3 Top Competitors
  • 5.2.4 Target Customers
  • 5.2.5 Key Personnel
  • 5.2.6 Analyst View
  • 5.2.7 Market Share, 2024
• 5.3 Gemini Data Loggers (TinyTag)
  • 5.3.1 Overview
  • 5.3.2 Top Products/Product Portfolio
  • 5.3.3 Top Competitors
  • 5.3.4 Target Customers
  • 5.3.5 Key Personnel
  • 5.3.6 Analyst View
  • 5.3.7 Market Share, 2024
• 5.4 Delta-T-Devices
  • 5.4.1 Overview
  • 5.4.2 Top Products/Product Portfolio
  • 5.4.3 Top Competitors
  • 5.4.4 Target Customers
  • 5.4.5 Key Personnel
  • 5.4.6 Analyst View
  • 5.4.7 Market Share, 2024
• 5.5 Irrometer Company Inc.
  • 5.5.1 Overview
  • 5.5.2 Top Products/Product Portfolio
  • 5.5.3 Top Competitors
  • 5.5.4 Target Customers
  • 5.5.5 Key Personnel
  • 5.5.6 Analyst View
  • 5.5.7 Market Share, 2024
• 5.6 Sentek Technologies
  • 5.6.1 Overview
  • 5.6.2 Top Products/Product Portfolio
  • 5.6.3 Top Competitors
  • 5.6.4 Target Customers
  • 5.6.5 Key Personnel
  • 5.6.6 Analyst View
  • 5.6.7 Market Share, 2024
• 5.7 Lascar Electronics (Easylog)
  • 5.7.1 Overview
  • 5.7.2 Top Products/Product Portfolio
  • 5.7.3 Top Competitors
  • 5.7.4 Target Customers
  • 5.7.5 Key Personnel
  • 5.7.6 Analyst View
  • 5.7.7 Market Share, 2024
• 5.8 Campbell Scientific Inc.
  • 5.8.1 Overview
  • 5.8.2 Top Products/Product Portfolio
  • 5.8.3 Top Competitors
  • 5.8.4 Target Customers
  • 5.8.5 Key Personnel
  • 5.8.6 Analyst View
  • 5.8.7 Market Share, 2024
• 5.9 Munro Instruments
  • 5.9.1 Overview
  • 5.9.2 Top Products/Product Portfolio
  • 5.9.3 Top Competitors
  • 5.9.4 Target Customers
  • 5.9.5 Key Personnel
  • 5.9.6 Analyst View
  • 5.9.7 Market Share, 2024
• 5.10 Spectrum Technologies (Watchdog)
  • 5.10.1 Overview
  • 5.10.2 Top Products/Product Portfolio
  • 5.10.3 Top Competitors
  • 5.10.4 Target Customers
  • 5.10.5 Key Personnel
  • 5.10.6 Analyst View
  • 5.10.7 Market Share, 2024
• 5.11 MicroEdge Instruments Inc.
  • 5.11.1 Overview
  • 5.11.2 Top Products/Product Portfolio
  • 5.11.3 Top Competitors
  • 5.11.4 Target Customers
  • 5.11.5 Key Personnel
  • 5.11.6 Analyst View
  • 5.11.7 Market Share, 2024
• 5.12 METER Group
  • 5.12.1 Overview
  • 5.12.2 Top Products/Product Portfolio
  • 5.12.3 Top Competitors
  • 5.12.4 Target Customers
  • 5.12.5 Key Personnel
  • 5.12.6 Analyst View
  • 5.12.7 Market Share, 2024
• 5.13 PCE Instruments
  • 5.13.1 Overview
  • 5.13.2 Top Products/Product Portfolio
  • 5.13.3 Top Competitors
  • 5.13.4 Target Customers
  • 5.13.5 Key Personnel
  • 5.13.6 Analyst View
  • 5.13.7 Market Share, 2024
• 5.14 STEP Systems GmbH
  • 5.14.1 Overview
  • 5.14.2 Top Products/Product Portfolio
  • 5.14.3 Top Competitors
  • 5.14.4 Target Customers
  • 5.14.5 Key Personnel
  • 5.14.6 Analyst View
  • 5.14.7 Market Share, 2024
• 5.15 ThingsLog
  • 5.15.1 Overview
  • 5.15.2 Top Products/Product Portfolio
  • 5.15.3 Top Competitors
  • 5.15.4 Target Customers
  • 5.15.5 Key Personnel
  • 5.15.6 Analyst View
  • 5.15.7 Market Share, 2024

6 Research Methodology

• 6.1 Data Sources
  • 6.1.1 Primary Data Sources
  • 6.1.2 Secondary Data Sources
  • 6.1.3 Data Triangulation
• 6.2 Market Estimation and Forecast