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自動資料登錄工具和系統市場 - 全球和區域分析：按應用、硬體、軟體和區域 - 分析和預測（2025-2035年）
市場調查報告書
商品編碼
1814813

自動資料登錄工具和系統市場 - 全球和區域分析：按應用、硬體、軟體和區域 - 分析和預測（2025-2035年）

Automated Data Logging Tools and Systems Market - A Global and Regional Analysis: Focus on Application, Product, and Regional Analysis - Analysis and Forecast, 2025-2035
出版日期: | 出版商: BIS Research | 英文 177 Pages | 商品交期: 1-5個工作天內

價格

自動資料登錄工具和系統市場是現代精密農業的重要支柱，使農民能夠即時收集、儲存和分析有關其田地、作物和設備的資訊。

這些系統利用感測器、物聯網設備和雲連接來捕捉土壤水分、養分水準、溫度、濕度和機械性能等關鍵參數，然後自動記錄並傳輸到集中式平台。透過以自動化、無錯誤的流程取代人工記錄，這些解決方案使農民能夠做出資料主導的決策，最佳化作物產量、降低投入成本並提高永續性。

主要市場統計資料
預測期 2025-2035
2025年評估 52.31億美元
2035年的預測 119.95億美元
年複合成長率 8.65%

隨著農業領域對智慧農業和數位轉型的日益重視，自動化資料登錄系統已成為農場管理的重要工具。它們是預測分析的支柱，能夠及時干預灌溉、施肥和病蟲害防治，同時確保符合環境法規和永續性標準。隨著人工智慧、機器學習和雲端運算等先進技術的融合，資料登錄系統正從簡單的監控設備發展成為能夠在農場層面提供可操作洞察的決策支援系統。值得注意的是，預計到2025年，65%的農業企業將採用雲端運算進行資料管理，而物聯網感測器在農業領域的應用在2018年至2022年間激增了35%。這種廣泛的數位化凸顯了自動化資料系統作為農場管理核心組成部分的日益重要性。

市場概況

2024年自動資料登錄工具和系統收益為 47.844億美元，預計到2035年將達到 119.95億美元，預測期內（2025-2035年）的年複合成長率為 8.65%。由於全球糧食需求不斷成長、農民提高生產力的壓力越來越大以及物聯網、人工智慧和雲端平台等資料登錄技術在農業領域的加速應用，自動資料記錄工具和系統市場快速成長。這些系統提供有關土壤、作物和天氣狀況的即時、準確洞察，實現資源最佳化、明智決策和遵守永續性標準。政府對氣候智慧型農業的強大獎勵，加上人們對用水、肥料效率和碳排放日益成長的關注，進一步推動了該技術的採用。此外，勞動力短缺以及價格實惠、太陽能和行動記錄器的日益普及，使小農戶能夠使用這項技術，確保其在已開發市場和新興市場中廣泛應用。

對產業的影響

自動資料登錄工具和系統的採用重塑農業產業，推動農業從根本上轉向資料主導、精準營運。這為農業設備製造商創造了新的機會，使他們能夠將智慧感測器、連接性和雲端平台整合到產品系列中。作物保護和種苗公司利用這些系統將產品使用情況與即時田間條件聯繫起來，以提供量身定做的作物管理解決方案，實現效率和永續性的最大化。對於灌溉和水資源管理公司而言，資料記錄器支援最佳化用水的先進解決方案，符合全球永續性目標。重要的是，這些系統減少了農民對體力勞動的依賴，提高了對監管要求的遵守程度，並透過實現可追溯的生產實踐提高了供應鏈透明度。這種產業轉變促進農業、技術和永續性為重點的部門之間的合作，加速農業向數位化整合、氣候適應型產業的轉型。

市場區隔

細分 1：依應用

  • 旱田作物監測
  • 灌溉施肥控制系統
  • 環境監測
  • 其他（病蟲害風險監測）

灌溉和施肥控制系統引領市場（依應用）

灌溉和施肥控制系統預計將引領自動資料登錄工具和系統市場的應用，因為它們直接解決了農業面臨的兩大關鍵挑戰：高效的水資源管理和最佳化的養分輸送。人們對水資源短缺的日益擔憂、投入成本的上升以及更嚴格的永續性法規，促使農民採用智慧資料記錄器，即時監測土壤濕度、天氣模式和作物養分需求，精確控制灌溉和澆水計劃。這些系統不僅可以最大限度地減少水和肥料的浪費，還能提高作物的產量和品質，同時具有成本效益和環境永續。因此，灌溉和澆水控制系統已成為規模最大、成長最快的應用領域，在已開發市場和新興市場都得到了廣泛的應用。

細分2：依硬體

  • 獨立資料記錄器
  • 多感測器測井儀
  • 感測器+遠端檢測模組
  • 自動控制系統

市場領先的多感測器記錄器（硬體）

多感測器記錄裝置在自動資料登錄工具和系統的硬體市場中佔據主導地位，它將多種感測器（包括土壤水分、溫度、濕度、養分水準和天氣條件）整合到一個平台中，提供全面的監測功能。這種多參數方法使農民能夠全面了解其田間狀況，與單感測器設備相比，能夠做出更準確、更及時的決策。同時收集不同資料流的能力不僅可以提高效率，還可以支援精準灌溉、灌溉和作物健康監測等高階應用。隨著農業日益由資料主導，對多功能整合解決方案的需求也日益成長，這使得多感測器記錄裝置成為大型農產品和尋求最大限度提高生產力和永續性的小農戶的首選。

細分3：依軟體

  • 基於物聯網的資料登錄平台
  • 決策支援和分析平台（AI/ML）

主導基於物聯網的資料登錄平台（透過軟體）

基於物聯網的資料登錄平台預計將透過軟體主導市場，因為它們透過實現感測器、設備和農場管理系統的無縫整合，成為互聯農業的支柱。這些平台收集田間即時資料並將其傳輸到雲端基礎板，先進的分析和人工智慧主導的洞察可幫助農民最佳化灌溉、施肥、病蟲害防治和整體作物管理。它們的擴充性、可透過智慧型手機和平板電腦進行遠端存取以及支援預測性決策的能力，使其遠超傳統的獨立軟體。此外，智慧農業的日益普及以及政府支持的數位農業計畫加速物聯網平台的部署，鞏固其作為自動化資料登錄工具和系統市場中最重要軟體領域的地位。

細分4：依地區

  • 北美洲
  • 歐洲
  • 亞太地區
  • 其他地區

北美引領市場（依地區）

北美預計將引領自動資料登錄工具和系統的區域市場，這得益於其高度機械化的農業部門、強大的數位基礎設施以及精密農業的廣泛應用。大型農業科技公司的出現，加上對物聯網、人工智慧和雲端基礎的農業解決方案的大量投資，加速先進資料登錄記錄系統在大型農場中的整合。政府對永續農業、水資源保護和氣候意識措施的支持進一步推動了這些系統的採用，而人事費用的上升和對提高生產力的需求強化向自動化的轉變。北美憑藉其技術成熟度、支持性政策和早期採用的農民，繼續引領該市場的技術創新和部署，使該地區處於全球成長的前沿。

自動資料登錄工具和系統市場的最新趨勢

  • 2024年，Onset Computer Corporation推出了HOBO MX20L無線水位記錄器。
  • 2023年，Onset Computer Corporation推出了用於水井和地下水的遠端水位監測系統。
  • 2022年，Gemini Data Loggers 推出 Tinytag DI（21 CFR Part 11）軟體，用於審核追蹤資料完整性
  • 2023年，Delta T Devices 與 SAF Tehnika 的Aranet 無線平台（感測器到雲端）合作，用於商業園藝

產品/創新策略：本報告依應用、硬體、軟體和地區對自動資料登錄工具和系統市場進行調查分析。報告涵蓋各種自動作物記錄工具和系統（硬體），例如獨立資料記錄器、多感測器記錄單元、感測器+遙測模組和自動控制系統；也涵蓋軟體，例如基於物聯網的資料登錄資料登錄和決策支援與分析平台（人工智慧/機器學習），適用於多種應用，例如旱田作物監測、灌溉和施肥控制系統、環境監測以及其他應用（病蟲害風險監測）。本報告將幫助創新者發現其現有產品中的不足，並調整其產品藍圖，以提供差異化、擴充性且符合法規的解決方案。

成長/行銷策略：自動資料登錄工具和系統市場快速發展，主要企業積極拓展產能、建立策略聯盟和進行試點部署，以鞏固其市場地位。本報告追蹤這些發展動態，並深入分析主要參與者如何進入或擴展應用領域。本報告將協助行銷團隊識別高成長領域，根據最終用戶的期望調整價值提案，並根據區域動態和技術準備制定有針對性的打入市場策略。

競爭策略：提供深入的競爭格局，根據產品供應、創新管道、夥伴關係和擴張計劃，對主要參與企業進行分析。競爭基準化分析使讀者能夠評估每家公司在產品類型和應用領域的地位。

該市場的一些知名公司包括：

  • 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

目錄

執行摘要

第1章 市場：產業展望

  • 趨勢：現況與未來影響評估
    • 整合人工智慧和機器學習進行預測資料分析
    • 邊緣和下一代網路推動即時控制
  • 相關利益者分析
    • 使用案例
    • 最終用戶和購買標準
  • 市場動態
    • 市場促進因素
    • 市場挑戰
    • 市場機會
  • 監管和政策影響分析
  • 專利申請趨勢（依國家和公司）
  • Start-Ups概況

第2章 應用

  • 使用摘要
  • 自動資料登錄工具和系統市場（依應用）
    • 田間作物監測
    • 灌溉施肥控制系統
    • 環境監測
    • 其他

第3章 產品

  • 產品摘要
  • 自動資料登錄工具和系統市場（依產品類型）
    • 產品類型 - 硬體
    • 產品類型 - 軟體

第4章 區域

  • 區域摘要
  • 北美洲
    • 區域概況
    • 市場成長動力
    • 成長抑制因素
    • 分析師觀點
    • 美國
    • 加拿大
    • 墨西哥
  • 歐洲
    • 區域概況
    • 市場成長動力
    • 成長抑制因素
    • 分析師觀點
    • 德國
    • 法國
    • 英國
    • 義大利
    • 西班牙
    • 其他
  • 亞太地區
    • 區域概況
    • 市場成長動力
    • 成長抑制因素
    • 分析師觀點
    • 中國
    • 日本
    • 印度
    • 韓國
    • 澳洲
    • 其他
  • 其他地區
    • 區域概況
    • 市場成長動力
    • 成長抑制因素
    • 分析師觀點
    • 南美洲
    • 中東和非洲

第5章 市場 - 競爭基準化分析與公司簡介

  • 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
  • Spectrum Technologies（Watchdog）
  • MicroEdge Instruments Inc.
  • METER Group
  • PCE Instruments
  • STEP Systems GmbH
  • ThingsLog

第6章 調查方法

Product Code: AGA3254SA

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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 Period2025 - 2035
2025 Evaluation$5,231.0 Million
2035 Forecast$11,995.0 Million
CAGR8.65%

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
  • 1.4 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

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