PUBLISHER: BIS Research | PRODUCT CODE: 1814813
PUBLISHER: BIS Research | PRODUCT CODE: 1814813
Automated Data Logging Tools and Systems Market - A Global and Regional Analysis: Focus on Application, Product, and Regional Analysis - Analysis and Forecast, 2025-2035
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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.
| KEY MARKET STATISTICS | |
|---|---|
| Forecast Period | 2025 - 2035 |
| 2025 Evaluation | $5,231.0 Million |
| 2035 Forecast | $11,995.0 Million |
| CAGR | 8.65% |
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
- 1.3.1 Market Drivers
- 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)
- 3.2.1 Product Type - Hardware
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
List of Figures
- Figure 1: Automated Data Logging Tools and Systems Market (by Scenario), $Million, 2025, 2030, and 2035
- Figure 2: Global Automated Data Logging Tools and Systems Market, 2024 and 2035
- Figure 3: Key Countries, Global Automated Data Logging Tools and Systems Market, $Million, 2024
- Figure 4: Global Market Snapshot, 2024
- Figure 5: Global Automated Data Logging Tools and Systems Market, $Million, 2024 and 2035
- Figure 6: Automated Data Logging Tools and Systems Market (by Application), $Million, 2024, 2030, and 2035
- Figure 7: Automated Data Logging Tools and Systems Market (by Hardware), $Million, 2024, 2030, and 2035
- Figure 8: Automated Data Logging Tools and Systems Market (by Software), $Million, 2024, 2030, and 2035
- Figure 9: Automated Data Logging Tools and Systems Market Segmentation
- Figure 10: Case Study - Pessl Instruments GmbH, Acclym Insights, and Davis Instruments, Inc.
- Figure 11: Key Factors Accelerating Agricultural Data Logging Tools Adoption
- Figure 12: Six Pillars of Technological Advancements in Automated Data Logging Tools and Systems
- Figure 13: Patent Analysis (by Year and by Country), August 2021-August 2025
- Figure 14: Patent Analysis (by Year and by Company), August 2021-August 2025
- Figure 15: Global Automated Data Logging Tools and Systems Market (by Application), $Million, 2024, 2030, and 2035
- Figure 16: Global Automated Data Logging Tools and Systems Market (by Application), Units, 2024, 2030, and 2035
- Figure 17: Global Automated Data Logging Tools and Systems Market, Field Crop Monitoring, $Million, 2024-2035
- Figure 18: Global Automated Data Logging Tools and Systems Market, Field Crop Monitoring, Units, 2024-2035
- Figure 19: Global Automated Data Logging Tools and Systems Market, Irrigation and Fertigation Control System, $Million, 2024-2035
- Figure 20: Global Automated Data Logging Tools and Systems Market, Irrigation and Fertigation Control System, Units, 2024-2035
- Figure 21: Global Automated Data Logging Tools and Systems Market, Environmental Monitoring, $Million, 2024-2035
- Figure 22: Global Automated Data Logging Tools and Systems Market, Environmental Monitoring, Units, 2024-2035
- Figure 23: Global Automated Data Logging Tools and Systems Market, Others (Pest and Disease Risk Monitoring), $Million, 2024-2035
- Figure 24: Global Automated Data Logging Tools and Systems Market, Others (Pest and Disease Risk Monitoring), Units, 2024-2035
- Figure 25: Global Automated Data Logging Tools and Systems Market (by Hardware), $Million, 2024, 2030, and 2035
- Figure 26: Global Automated Data Logging Tools and Systems Market (by Hardware), Units, 2024, 2030, and 2035
- Figure 27: Global Automated Data Logging Tools and Systems Market (by Software), $Million, 2024, 2030, and 2035
- Figure 28: Global Automated Data Logging Tools and Systems Market, Standalone Data Loggers, $Million, 2024-2035
- Figure 29: Global Automated Data Logging Tools and Systems Market, Standalone Data Loggers, Units, 2024-2035
- Figure 30: Global Automated Data Logging Tools and Systems Market, Multi-Sensor Logging Units, $Million, 2024-2035
- Figure 31: Global Automated Data Logging Tools and Systems Market, Multi-Sensor Logging Units, Units, 2024-2035
- Figure 32: Global Automated Data Logging Tools and Systems Market, Sensor + Telemetry Modules, $Million, 2024-2035
- Figure 33: Global Automated Data Logging Tools and Systems Market, Sensor + Telemetry Modules, Units, 2024-2035
- Figure 34: Global Automated Data Logging Tools and Systems Market, Automated Control Systems, $Million, 2024-2035
- Figure 35: Global Automated Data Logging Tools and Systems Market, Automated Control Systems, Units, 2024-2035
- Figure 36: Global Automated Data Logging Tools and Systems Market, IoT-Based Data Logging Platforms, $Million, 2024-2035
- Figure 37: Global Automated Data Logging Tools and Systems Market, Decision Support and Analytics Platforms (AI/ML), $Million, 2024-2035
- Figure 38: U.S. Automated Data Logging Tools and Systems Market, $Million, 2024-2035
- Figure 39: Canada Automated Data Logging Tools and Systems Market, $Million, 2024-2035
- Figure 40: Mexico Automated Data Logging Tools and Systems Market, $Million, 2024-2035
- Figure 41: Germany Automated Data Logging Tools and Systems Market, $Million, 2024-2035
- Figure 42: France Automated Data Logging Tools and Systems Market, $Million, 2024-2035
- Figure 43: U.K. Automated Data Logging Tools and Systems Market, $Million, 2024-2035
- Figure 44: Italy Automated Data Logging Tools and Systems Market, $Million, 2024-2035
- Figure 45: Spain Automated Data Logging Tools and Systems Market, $Million, 2024-2035
- Figure 46: Rest-of-Europe Automated Data Logging Tools and Systems Market, $Million, 2024-2035
- Figure 47: China Automated Data Logging Tools and Systems Market, $Million, 2024-2035
- Figure 48: Japan Automated Data Logging Tools and Systems Market, $Million, 2024-2035
- Figure 49: India Automated Data Logging Tools and Systems Market, $Million, 2024-2035
- Figure 50: South Korea Automated Data Logging Tools and Systems Market, $Million, 2024-2035
- Figure 51: Australia Automated Data Logging Tools and Systems Market, $Million, 2024-2035
- Figure 52: Rest-of-Asia-Pacific Automated Data Logging Tools and Systems Market, $Million, 2024-2035
- Figure 53: South America Automated Data Logging Tools and Systems Market, $Million, 2024-2035
- Figure 54: Middle East and Africa Automated Data Logging Tools and Systems Market, $Million, 2024-2035
- Figure 55: Strategic Initiatives, January 2021-April 2025
- Figure 56: Data Triangulation
- Figure 57: Top-Down and Bottom-Up Approach
- Figure 58: Assumptions and Limitations
List of Tables
- Table 1: Market Snapshot
- Table 2: Competitive Landscape Snapshot
- Table 3: Trends: Current and Future Impact Assessment
- Table 4: Integration of Artificial Intelligence and Machine Learning for Predictive Data Analytics
- Table 5: Key Operational Use Cases for Automated Data Logging Tools and Systems Market
- Table 6: Primary End Users of Automated Data Logging Tools and Systems Market and their Operational Focus
- Table 7: Automated Data Logging Tools and Systems Procurement Drivers - Core Buying Criteria and Industry Examples
- Table 8: Drivers, Challenges, and Opportunities, 2024-2035
- Table 9: Regulatory and Policy Impact Analysis
- Table 10: Startup Landscape
- Table 11: Automated Data Logging Tools and Systems Market (by Region), $Million, 2024-2035
- Table 12: Automated Data Logging Tools and Systems Market (by Region), Units, 2024-2035
- Table 13: North America Automated Data Logging Tools and Systems Market (by Application), $Million, 2024-2035
- Table 14: North America Automated Data Logging Tools and Systems Market (by Application), Units, 2024-2035
- Table 15: North America Automated Data Logging Tools and Systems Market (by Hardware), $Million, 2024-2035
- Table 16: North America Automated Data Logging Tools and Systems Market (by Hardware), Units, 2024-2035
- Table 17: North America Automated Data Logging Tools and Systems Market (by Software), $Million, 2024-2035
- Table 18: U.S. Automated Data Logging Tools and Systems Market (by Application), $Million, 2024-2035
- Table 19: U.S. Automated Data Logging Tools and Systems Market (by Application), Units, 2024-2035
- Table 20: U.S. Automated Data Logging Tools and Systems Market (by Hardware), $Million, 2024-2035
- Table 21: U.S. Automated Data Logging Tools and Systems Market (by Hardware), Units, 2024-2035
- Table 22: U.S. Automated Data Logging Tools and Systems Market (by Software), $Million, 2024-2035
- Table 23: Canada Automated Data Logging Tools and Systems Market (by Application), $Million, 2024-2035
- Table 24: Canada Automated Data Logging Tools and Systems Market (by Application), Units, 2024-2035
- Table 25: Canada Automated Data Logging Tools and Systems Market (by Hardware), $Million, 2024-2035
- Table 26: Canada Automated Data Logging Tools and Systems Market (by Hardware), Units, 2024-2035
- Table 27: Canada Automated Data Logging Tools and Systems Market (by Software), $Million, 2024-2035
- Table 28: Mexico Automated Data Logging Tools and Systems Market (by Application), $Million, 2024-2035
- Table 29: Mexico Automated Data Logging Tools and Systems Market (by Application), Units, 2024-2035
- Table 30: Mexico Automated Data Logging Tools and Systems Market (by Hardware), $Million, 2024-2035
- Table 31: Mexico Automated Data Logging Tools and Systems Market (by Hardware), Units, 2024-2035
- Table 32: Mexico Automated Data Logging Tools and Systems Market (by Software), $Million, 2024-2035
- Table 33: Europe Automated Data Logging Tools and Systems Market (by Application), $Million, 2024-2035
- Table 34: Europe Automated Data Logging Tools and Systems Market (by Application), Units, 2024-2035
- Table 35: Europe Automated Data Logging Tools and Systems Market (by Hardware), $Million, 2024-2035
- Table 36: Europe Automated Data Logging Tools and Systems Market (by Hardware), Units, 2024-2035
- Table 37: Europe Automated Data Logging Tools and Systems Market (by Software), $Million, 2024-2035
- Table 38: Germany Automated Data Logging Tools and Systems Market (by Application), $Million, 2024-2035
- Table 39: Germany Automated Data Logging Tools and Systems Market (by Application), Units, 2024-2035
- Table 40: Germany Automated Data Logging Tools and Systems Market (by Hardware), $Million, 2024-2035
- Table 41: Germany Automated Data Logging Tools and Systems Market (by Hardware), Units, 2024-2035
- Table 42: Germany Automated Data Logging Tools and Systems Market (by Software), $Million, 2024-2035
- Table 43: France Automated Data Logging Tools and Systems Market (by Application), $Million, 2024-2035
- Table 44: France Automated Data Logging Tools and Systems Market (by Application), Units, 2024-2035
- Table 45: France Automated Data Logging Tools and Systems Market (by Hardware), $Million, 2024-2035
- Table 46: France Automated Data Logging Tools and Systems Market (by Hardware), Units, 2024-2035
- Table 47: France Automated Data Logging Tools and Systems Market (by Software), $Million, 2024-2035
- Table 48: U.K. Automated Data Logging Tools and Systems Market (by Application), $Million, 2024-2035
- Table 49: U.K. Automated Data Logging Tools and Systems Market (by Application), Units, 2024-2035
- Table 50: U.K. Automated Data Logging Tools and Systems Market (by Hardware), $Million, 2024-2035
- Table 51: U.K. Automated Data Logging Tools and Systems Market (by Hardware), Units, 2024-2035
- Table 52: U.K. Automated Data Logging Tools and Systems Market (by Software), $Million, 2024-2035
- Table 53: Italy Automated Data Logging Tools and Systems Market (by Application), $Million, 2024-2035
- Table 54: Italy Automated Data Logging Tools and Systems Market (by Application), Units, 2024-2035
- Table 55: Italy Automated Data Logging Tools and Systems Market (by Hardware), $Million, 2024-2035
- Table 56: Italy Automated Data Logging Tools and Systems Market (by Hardware), Units, 2024-2035
- Table 57: Italy Automated Data Logging Tools and Systems Market (by Software), $Million, 2024-2035
- Table 58: Spain Automated Data Logging Tools and Systems Market (by Application), $Million, 2024-2035
- Table 59: Spain Automated Data Logging Tools and Systems Market (by Application), Units, 2024-2035
- Table 60: Spain Automated Data Logging Tools and Systems Market (by Hardware), $Million, 2024-2035
- Table 61: Spain Automated Data Logging Tools and Systems Market (by Hardware), Units, 2024-2035
- Table 62: Spain Automated Data Logging Tools and Systems Market (by Software), $Million, 2024-2035
- Table 63: Rest-of-Europe Automated Data Logging Tools and Systems Market (by Application), $Million, 2024-2035
- Table 64: Rest-of-Europe Automated Data Logging Tools and Systems Market (by Application), Units, 2024-2035
- Table 65: Rest-of-Europe Automated Data Logging Tools and Systems Market (by Hardware), $Million, 2024-2035
- Table 66: Rest-of-Europe Automated Data Logging Tools and Systems Market (by Hardware), Units, 2024-2035
- Table 67: Rest-of-Europe Automated Data Logging Tools and Systems Market (by Software), $Million, 2024-2035
- Table 68: Asia-Pacific Automated Data Logging Tools and Systems Market (by Application), $Million, 2024-2035
- Table 69: Asia-Pacific Automated Data Logging Tools and Systems Market (by Application), Units, 2024-2035
- Table 70: Asia-Pacific Automated Data Logging Tools and Systems Market (by Hardware), $Million, 2024-2035
- Table 71: Asia-Pacific Automated Data Logging Tools and Systems Market (by Hardware), Units, 2024-2035
- Table 72: Asia-Pacific Automated Data Logging Tools and Systems Market (by Software), $Million, 2024-2035
- Table 73: China Automated Data Logging Tools and Systems Market (by Application), $Million, 2024-2035
- Table 74: China Automated Data Logging Tools and Systems Market (by Application), Units, 2024-2035
- Table 75: China Automated Data Logging Tools and Systems Market (by Hardware), $Million, 2024-2035
- Table 76: China Automated Data Logging Tools and Systems Market (by Hardware), Units, 2024-2035
- Table 77: China Automated Data Logging Tools and Systems Market (by Software), $Million, 2024-2035
- Table 78: Japan Automated Data Logging Tools and Systems Market (by Application), $Million, 2024-2035
- Table 79: Japan Automated Data Logging Tools and Systems Market (by Application), Units, 2024-2035
- Table 80: Japan Automated Data Logging Tools and Systems Market (by Hardware), $Million, 2024-2035
- Table 81: Japan Automated Data Logging Tools and Systems Market (by Hardware), Units, 2024-2035
- Table 82: Japan Automated Data Logging Tools and Systems Market (by Software), $Million, 2024-2035
- Table 83: India Automated Data Logging Tools and Systems Market (by Application), $Million, 2024-2035
- Table 84: India Automated Data Logging Tools and Systems Market (by Application), Units, 2024-2035
- Table 85: India Automated Data Logging Tools and Systems Market (by Hardware), $Million, 2024-2035
- Table 86: India Automated Data Logging Tools and Systems Market (by Hardware), Units, 2024-2035
- Table 87: India Automated Data Logging Tools and Systems Market (by Software), $Million, 2024-2035
- Table 88: South Korea Automated Data Logging Tools and Systems Market (by Application), $Million, 2024-2035
- Table 89: South Korea Automated Data Logging Tools and Systems Market (by Application), Units, 2024-2035
- Table 90: South Korea Automated Data Logging Tools and Systems Market (by Hardware), $Million, 2024-2035
- Table 91: South Korea Automated Data Logging Tools and Systems Market (by Hardware), Units, 2024-2035
- Table 92: South Korea Automated Data Logging Tools and Systems Market (by Software), $Million, 2024-2035
- Table 93: Australia Automated Data Logging Tools and Systems Market (by Application), $Million, 2024-2035
- Table 94: Australia Automated Data Logging Tools and Systems Market (by Application), Units, 2024-2035
- Table 95: Australia Automated Data Logging Tools and Systems Market (by Hardware), $Million, 2024-2035
- Table 96: Australia Automated Data Logging Tools and Systems Market (by Hardware), Units, 2024-2035
- Table 97: Australia Automated Data Logging Tools and Systems Market (by Software), $Million, 2024-2035
- Table 98: Rest-of-Asia-Pacific Automated Data Logging Tools and Systems Market (by Application), $Million, 2024-2035
- Table 99: Rest-of-Asia-Pacific Automated Data Logging Tools and Systems Market (by Application), Units, 2024-2035
- Table 100: Rest-of-Asia-Pacific Automated Data Logging Tools and Systems Market (by Hardware), $Million, 2024-2035
- Table 101: Rest-of-Asia-Pacific Automated Data Logging Tools and Systems Market (by Hardware), Units, 2024-2035
- Table 102: Rest-of-Asia-Pacific Automated Data Logging Tools and Systems Market (by Software), $Million, 2024-2035
- Table 103: Rest-of-the-World Automated Data Logging Tools and Systems Market (by Application), $Million, 2024-2035
- Table 104: Rest-of-the-World Automated Data Logging Tools and Systems Market (by Application), Units, 2024-2035
- Table 105: Rest-of-the-World Automated Data Logging Tools and Systems Market (by Hardware), $Million, 2024-2035
- Table 106: Rest-of-the-World Automated Data Logging Tools and Systems Market (by Hardware), Units, 2024-2035
- Table 107: Rest-of-the-World Automated Data Logging Tools and Systems Market (by Software), $Million, 2024-2035
- Table 108: South America Automated Data Logging Tools and Systems Market (by Application), $Million, 2024-2035
- Table 109: South America Automated Data Logging Tools and Systems Market (by Application), Units, 2024-2035
- Table 110: South America Automated Data Logging Tools and Systems Market (by Hardware), $Million, 2024-2035
- Table 111: South America Automated Data Logging Tools and Systems Market (by Hardware), Units, 2024-2035
- Table 112: South America Automated Data Logging Tools and Systems Market (by Software), $Million, 2024-2035
- Table 113: Middle East and Africa Automated Data Logging Tools and Systems Market (by Application), $Million, 2024-2035
- Table 114: Middle East and Africa Automated Data Logging Tools and Systems Market (by Application), Units, 2024-2035
- Table 115: Middle East and Africa Automated Data Logging Tools and Systems Market (by Hardware), $Million, 2024-2035
- Table 116: Middle East and Africa Automated Data Logging Tools and Systems Market (by Hardware), Units, 2024-2035
- Table 117: Middle East and Africa Automated Data Logging Tools and Systems Market (by Software), $Million, 2024-2035
- Table 118: Company Market Share, 2024
