Soil Moisture Sensor Market Size 2025-2029
The soil moisture sensor market size is forecast to increase by USD 381.6 million, at a CAGR of 14.1% between 2024 and 2029.
The global soil moisture sensor market's expansion is fundamentally linked to the critical need for efficient water management amid growing resource scarcity. The development of advanced agriculture sensing and monitoring devices provides the real-time data required to shift from conventional irrigation toward more precise, conservation-oriented methods. This transition is essential for mitigating the risks associated with drought and ensuring agricultural resilience. An evolving trend is the integration of sensor hardware with IoT and AI, creating intelligent systems that deliver actionable insights beyond raw data. The integration of mems pressure sensors in these systems further enhances their capabilities. However, the substantial upfront capital investment required for comprehensive setups remains a primary barrier to wider adoption.The market is also advancing through the integration of sensor data with advanced analytics, which is transforming resource management from a reactive to a predictive discipline. This shift is critical for optimizing water use, improving crop yields, and reducing operational costs. By leveraging technologies such as smart soil moisture sensor systems, end-users can analyze complex datasets to forecast soil conditions and automate irrigation schedules with high precision. This move toward delivering predictive insights rather than just data points adds significant value. Despite these advancements, the initial investment for such sophisticated industrial sensors presents a considerable economic hurdle, particularly for smaller operations that could greatly benefit from such efficiencies in soil monitoring.
What will be the Size of the Soil Moisture Sensor Market during the forecast period?
Explore in-depth regional segment analysis with market size data - historical 2019 - 2023 and forecasts 2025-2029 - in the full report.
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The global soil moisture sensor market continues to evolve, driven by the integration of capacitive sensing technology and time domain reflectometry into more advanced soil monitoring systems. The focus is on enhancing real-time data acquisition for precision irrigation, moving beyond simple volumetric water content measurement. Developments in wireless sensor networks and LPWAN connectivity are enabling scalable deployments for smart farming integration, crucial for effective water resource management. These systems are becoming integral to geotechnical slope stability analysis and environmental monitoring applications. The ongoing refinement of sensor calibration techniques ensures higher accuracy across diverse soil types.A significant area of development involves the fusion of in-situ measurements with remote sensing data, where ground-truthing with accurate soil water potential readings is essential. This synergy allows for comprehensive field capacity assessment and variable rate irrigation strategies. The industry is also addressing the need for more affordable solutions through the design of low-cost sensors for precision agriculture, making advanced agronomic data platforms accessible to a broader user base. These platforms increasingly incorporate AI for predictive analytics, supporting automated drip irrigation and optimizing crop yield potential. The data gathered also supports broader soil nutrient management programs.
How is this Soil Moisture Sensor Industry segmented?
The soil moisture sensor industry research report provides comprehensive data (region-wise segment analysis), with forecasts and estimates in "USD million" for the period 2025-2029, as well as historical data from 2019 - 2023 for the following segments.
- Connectivity
- Wired sensors
- Wireless sensors
- Type
- Application
- Agriculture
- Residential
- Construction and mining
- Forestry
- Others
- Geography
- North America
- APAC
- China
- India
- Japan
- South Korea
- Australia
- Indonesia
- Europe
- Germany
- France
- UK
- Italy
- The Netherlands
- Spain
- Middle East and Africa
- South America
- Rest of World (ROW)
By Connectivity Insights
The wired sensors segment is estimated to witness significant growth during the forecast period.
The wired sensors sub-segment is a foundational part of the global soil moisture sensor market, commanding a majority market share of over 54% in 2024. Its dominance is attributed to a long-established reputation for reliability, accuracy, and robustness. These systems feature a direct physical connection between the sensor and the data logger, ensuring a stable and consistent data transmission pathway. This inherent stability makes wired sensors a preferred choice for applications where data integrity and uninterrupted monitoring are paramount, such as in permanent agricultural operations and sensitive research facilities.
A key advantage of wired sensors is their longevity and low maintenance requirements. Lacking batteries or complex wireless components, these sensors often have a longer operational lifespan, reducing lifecycle costs. The power supply is typically more straightforward, eliminating the complexities of battery management. While installation can be more labor-intensive, it results in a highly dependable monitoring station that integrates seamlessly with existing infrastructure like automated irrigation control systems. This reliability reinforces their position as a trusted standard in the industry for optimizing water usage and maximizing crop yields.
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The Wired sensors segment was valued at USD 178.40 million in 2019 and showed a gradual increase during the forecast period.
Regional Analysis
North America is estimated to contribute 34.6% to the growth of the global market during the forecast period.Technavio’s analysts have elaborately explained the regional trends and drivers that shape the market during the forecast period.
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North America is a highly developed and technologically advanced market for soil moisture sensors, characterized by a sophisticated agricultural sector that leads in adopting precision farming technologies. This region accounts for 34.64% of the global market opportunity. The primary impetus is the dual objective of maximizing crop yields and optimizing water use, especially given significant water challenges in areas like the western United States. The presence of large-scale commercial farming operations, a strong culture of innovation, and substantial investment in agricultural technology drive high adoption rates.
Regulatory support and incentive programs in North America further reinforce the value of this technology, accelerating its market penetration beyond agriculture into residential and landscaping sectors. Academic and research institutions are major contributors to innovation, developing more accessible data-driven water management solutions. The robust venture capital ecosystem in the region also fuels a continuous stream of innovation from agricultural technology startups, which are creating integrated sensor-to-cloud platforms, cementing North America's position as a key market for advanced soil moisture monitoring solutions.
Market Dynamics
Our researchers analyzed the data with 2024 as the base year, along with the key drivers, trends, and challenges. A holistic analysis of drivers will help companies refine their marketing strategies to gain a competitive advantage.
The global soil moisture sensor market is expanding rapidly, driven by the adoption of IOT-based smart farming solutions that provide real time soil moisture data for irrigation. The availability of low cost sensors for precision agriculture is democratizing this technology, allowing more farms to implement wireless sensor networks for agriculture. These systems facilitate automated irrigation scheduling based on sensor data, which is crucial for managing crop water stress with sensors and ultimately improving drought resilience in farming. The integration of LPWAN technology for remote soil monitoring enables data collection from vast and remote areas. By integrating sensors with farm management platforms, stakeholders can optimize operations, making soil moisture monitoring for water conservation a central component of sustainable agricultural practices and leveraging data analytics for predictive irrigation to enhance efficiency.Technological advancements are further propelling market growth, with methods like time domain reflectometry soil moisture measurement becoming standard for accurately determining soil water content and electrical conductivity. These detailed metrics are essential for monitoring soil health and nutrient leaching and are utilized by advanced variable rate irrigation technology systems. Beyond the farm, high-precision sensors for agricultural research are critical for calibrating satellite data with in situ sensors, enhancing large-scale environmental analysis. The application scope has broadened significantly to include geotechnical monitoring for dam safety and wider environmental monitoring with sensor networks. Even the consumer market is impacted, with the rise of smart irrigation controllers for residential use showcasing the technology's widespread utility and appeal for water-conscious homeowners.
What are the key market drivers leading to the rise in the adoption of Soil Moisture Sensor Industry?
- The increasing pressure on freshwater resources, compounded by the effects of climate change, is a primary driver for the global soil moisture sensor market.
Increasing pressure on freshwater resources, intensified by climate change, is a important driver for the market. Agricultural producers are facing more frequent and severe droughts, compelling a shift from traditional irrigation to precise, conservation-oriented methods. Soil moisture sensors provide the critical, real-time data on volumetric water content necessary for efficient water management strategies. This enables users to apply water only when and where it is needed, preventing waste from runoff and deep percolation. The clear return on investment through water and energy savings, combined with risk mitigation, is a powerful motivator for adoption. The APAC region represents 33.2% of the geographic opportunity, driven by government initiatives to modernize agriculture.The broader technological transformation in agriculture, known as precision agriculture or smart farming, is another major driver. This movement integrates advanced technologies such as IoT, data analytics, and remote sensing to optimize farm operations. Soil moisture sensors are a foundational component of this ecosystem, providing granular, field-level data for precision irrigation. When networked, these sensors create detailed soil moisture maps, giving farmers an unprecedented understanding of water variability. This data can control automated irrigation systems, conserving water and improving crop health. The ongoing advancements in sensor technology, including improved accuracy and low-cost wireless options, are making these systems more accessible and appealing.
What are the market trends shaping the Soil Moisture Sensor Industry?
- A defining trend in the global soil moisture sensor market is the deeper integration of sensor hardware with the Internet of Things, augmented by artificial intelligence and advanced data analytics platforms.
A key trend is the integration of sensor hardware with IoT, AI, and advanced data analytics platforms. This marks a shift from simple data collection to intelligent resource management. Modern systems are designed as end-to-end solutions where wireless sensors transmit real-time data to cloud platforms. This information is aggregated with other datasets like weather forecasts and crop-specific water requirements. AI and machine learning algorithms analyze this complex data to identify patterns, predict future soil moisture levels, and generate precise, automated irrigation recommendations. This trend elevates the value proposition from raw data to actionable, predictive insights, enhancing optimization of water use and operational costs. For instance, some projects show a thirty percent water saving. These integrated systems often include advanced industrial sensors for robust performance.The rapid adoption of Low-Power Wide-Area Network (LPWAN) technologies, such as LoRaWAN and NB-IoT, is another transformative trend. This addresses historical barriers to large-scale deployment, including cost, power consumption, and range. Unlike cellular or Wi-Fi, LPWAN technologies are designed for IoT applications, offering long-range communication and extremely low power consumption. This enables battery-powered sensors to operate for years without maintenance, dramatically reducing the total cost of ownership and simplifying the management of extensive sensor networks. The proliferation of such networks is making this connectivity option increasingly accessible for agricultural applications, including for unattended ground sensors, supporting the expansion of soil testing equipment market.
What challenges does the Soil Moisture Sensor Industry face during its growth?
- A significant barrier to the broader adoption of soil moisture sensor technology is the substantial upfront capital investment required for advanced, networked systems.
The substantial upfront capital investment for advanced, networked systems is a significant barrier to adoption. A comprehensive setup, including sensors, data loggers, telemetry units, and software, represents a considerable financial outlay, especially for small to medium-sized farming operations. These users often operate on thin margins and may lack the capital or financing to invest in what is perceived as non-essential technology. The challenge is compounded by the difficulty in quantifying an immediate return on investment, as benefits like water savings and improved crop quality accrue over several seasons. The agriculture application accounts for nearly 48% of the market, a segment where cost-sensitivity is particularly high, making this a critical hurdle.Beyond financial costs, the technical complexity of installing, calibrating, and maintaining soil moisture sensors, coupled with the challenge of interpreting the data, poses a formidable barrier. Effective deployment requires a solid understanding of soil science, hydrology, and crop-specific water needs. Incorrect sensor placement can lead to unrepresentative readings and suboptimal irrigation decisions. Furthermore, professional-grade sensors require careful calibration to specific soil types, a process that can be technical and time-consuming. These operational demands and the need for analytical skills to translate raw data into actionable insights create an additional layer of complexity, which can deter potential users and lead to abandonment of the technology.
Exclusive Customer Landscape
The soil moisture sensor market forecasting report includes the adoption lifecycle of the market, covering from the innovator’s stage to the laggard’s stage. It focuses on adoption rates in different regions based on penetration. Furthermore, the soil moisture sensor market report also includes key purchase criteria and drivers of price sensitivity to help companies evaluate and develop their market growth analysis strategies.
Customer Landscape
Key Companies & Market Insights
Companies are implementing various strategies, such as strategic alliances, soil moisture sensor market forecast, partnerships, mergers and acquisitions, geographical expansion, and product/service launches, to enhance their presence in the industry.
Acclima Inc. - The key offerings in this market consist of advanced soil moisture sensors that measure the volumetric water content in soil. These devices utilize various electrical and electromagnetic measurement techniques, such as time-domain reflectometry and capacitance, to deliver accurate and reliable real-time data. The product portfolio includes both wired and wireless options designed for a range of applications, from agricultural research and precision irrigation to environmental monitoring and land management. These sensors are increasingly integrated into comprehensive monitoring systems, providing essential data that supports efficient resource utilization, promotes optimal crop growth, and advances sustainable farming practices. Offerings are tailored for diverse end-users, including large-scale agricultural operations, scientific research institutions, and commercial landscaping services.
The industry research and growth report includes detailed analyses of the competitive landscape of the market and information about key companies, including:
- Acclima Inc.
- Campbell Scientific Inc.
- CropX Technologies Ltd.
- Delta-T Devices Ltd.
- EarthScout LLC
- HydroPoint Data Systems Inc.
- IMKO Micromodultechnik GmbH
- Irrometer Co. Inc.
- METER Group Inc.
- OTT Hydromet GmbH
- Rain Bird Corp.
- SDEC France
- Sensoterra BV
- Sentek Pty Ltd
- Spectrum Technologies Inc.
- Stevens Water Monitoring Systems Inc.
- The Toro Co.
- Trellis Inc.
- Vegetronix Inc.
Qualitative and quantitative analysis of companies has been conducted to help clients understand the wider business environment as well as the strengths and weaknesses of key industry players. Data is qualitatively analyzed to categorize companies as pure play, category-focused, industry-focused, and diversified; it is quantitatively analyzed to categorize companies as dominant, leading, strong, tentative, and weak.
Recent Development and News in Soil Moisture Sensor Market
In August 2024, a project at Michigan State University highlighted the development of the Low-Cost Irrigation Monitoring System (LOCOMOS), which uses affordable sensors to provide precise irrigation recommendations via a smartphone application, demonstrating a commitment to making data-driven water management more accessible.In June 2024, a project in Sweden detailed the deployment of residential sensors using LoRaWAN technology for environmental monitoring, showcasing the increasing viability of low-power, long-range sensor networks in residential settings, a trend that directly benefits smart irrigation applications.In April 2024, a project funded by the Horizon Europe program was discussed, which focused on creating an intuitive mobile application that uses artificial intelligence to translate complex sensor data into simple, color-coded irrigation advice for vineyard managers.In March 2024, a prominent sensor manufacturer launched a new line of soil moisture probes with native LoRaWAN connectivity, marketed as a cost-effective solution for monitoring large acreages of crops like corn and soybeans.In February 2024, discussions at farm technology conferences frequently centered on the need for more accessible financing options and government subsidy programs to help smaller farms bridge the investment gap for precision agriculture technologies.
Research Analyst Overview
The evolution of the global soil moisture sensor market is marked by advancements in sensing methodologies and network connectivity. Technologies such as time domain reflectometry and capacitive sensing technology are becoming increasingly refined for accurately determining volumetric water content and the soil dielectric constant. These in-situ soil measurements are fundamental to smart farming integration. The expansion of IOT enabled agriculture relies heavily on robust wireless sensor networks and the adoption of low power wide area network (LPWAN) protocols, which facilitate data transmission for real-time soil diagnostics. This shift supports broader objectives in water resource management by enabling precise subsurface moisture detection and enhancing the efficiency of agricultural and environmental monitoring applications. The focus is shifting toward creating interconnected environmental sensor networks that provide continuous data streams for proactive management.The application of sensor data is transforming agricultural practices, moving towards more automated and responsive systems. Insights directly inform precision irrigation systems, including automated drip irrigation and variable rate irrigation, managed by smart irrigation controllers. These systems utilize irrigation scheduling models and agronomic data platforms to optimize water delivery, contributing to sustainable water use. Beyond agriculture, these sensors are critical for geotechnical monitoring, aiding in geotechnical slope stability assessment and landslide early warning. Integration with cloud-based data analytics enables data-driven agronomy, fostering drought resilience strategies and nutrient leaching reduction by focusing on crop root zone monitoring. The sector anticipates a market expansion of approximately 14% as these technologies become central to both environmental and agricultural management.
Dive into Technavio’s robust research methodology, blending expert interviews, extensive data synthesis, and validated models for unparalleled Soil Moisture Sensor Market insights. See full methodology.
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Market Scope
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Report Coverage
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Details
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Page number
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298
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Base year
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2024
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Historic period
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2019 - 2023 |
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Forecast period
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2025-2029
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Growth momentum & CAGR
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Accelerating at a CAGR of 14.1%
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Market growth 2024-2029
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USD 381.6 million
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Market structure
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Fragmented
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YoY growth 2024-2029(%)
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12.5%
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Key countries
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US, Canada, Mexico, China, India, Japan, South Korea, Australia, Indonesia, Germany, France, UK, Italy, The Netherlands, Spain, South Africa, Saudi Arabia, UAE, Israel, Turkey, Brazil, Argentina, Colombia
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Competitive landscape
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Leading Companies, Market Positioning of Companies, Competitive Strategies, and Industry Risks
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What are the Key Data Covered in this Soil Moisture Sensor Market Research and Growth Report?
- CAGR of the Soil Moisture Sensor industry during the forecast period
- Detailed information on factors that will drive the growth and forecasting between 2024 and 2029
- Precise estimation of the size of the market and its contribution of the industry in focus to the parent market
- Accurate predictions about upcoming growth and trends and changes in consumer behaviour
- Growth of the market across North America, APAC, Europe, Middle East and Africa, South America
- Thorough analysis of the market’s competitive landscape and detailed information about companies
- Comprehensive analysis of factors that will challenge the soil moisture sensor market growth of industry companies
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1 Executive Summary
- 1 Executive Summary
- 1.1 Market overview
- Executive Summary - Chart on Market Overview
- Executive Summary - Data Table on Market Overview
- Executive Summary - Chart on Global Market Characteristics
- Executive Summary - Chart on Market by Geography
- Executive Summary - Chart on Market Segmentation by Connectivity
- Executive Summary - Chart on Market Segmentation by Type
- Executive Summary - Chart on Market Segmentation by Application
- Executive Summary - Chart on Incremental Growth
- Executive Summary - Data Table on Incremental Growth
- Executive Summary - Chart on Company Market Positioning
2 Technavio Analysis
- 2 Technavio Analysis
- 2.1 Analysis of price sensitivity, lifecycle, customer purchase basket, adoption rates, and purchase criteria
- Analysis of price sensitivity, lifecycle, customer purchase basket, adoption rates, and purchase criteria
- 2.2 Criticality of inputs and Factors of differentiation
- Chart on Overview on criticality of inputs and factors of differentiation
- 2.3 Factors of disruption
- Chart on Overview on factors of disruption
- 2.4 Impact of drivers and challenges
- Chart on Impact of drivers and challenges in 2024 and 2029
3 Market Landscape
- 3 Market Landscape
- 3.1 Market ecosystem
- Chart on Parent Market
- Data Table on - Parent Market
- 3.2 Market characteristics
- Chart on Market characteristics analysis
- 3.3 Value chain analysis
- Chart on Value chain analysis
4 Market Sizing
- 4 Market Sizing
- 4.1 Market definition
- Data Table on Offerings of companies included in the market definition
- 4.2 Market segment analysis
- 4.3 Market size 2024
- 4.4 Market outlook: Forecast for 2024-2029
- Chart on Global - Market size and forecast 2024-2029 ($ billion)
- Data Table on Global - Market size and forecast 2024-2029 ($ billion)
- Chart on Global Market: Year-over-year growth 2024-2029 (%)
- Data Table on Global Market: Year-over-year growth 2024-2029 (%)
5 Historic Market Size
- 5 Historic Market Size
- 5.1 Global Soil Moisture Sensor Market 2019 - 2023
- Historic Market Size - Data Table on Global Soil Moisture Sensor Market 2019 - 2023 ($ billion)
- 5.2 Connectivity segment analysis 2019 - 2023
- Historic Market Size - Connectivity Segment 2019 - 2023 ($ billion)
- 5.3 Type segment analysis 2019 - 2023
- Historic Market Size - Type Segment 2019 - 2023 ($ billion)
- 5.4 Application segment analysis 2019 - 2023
- Historic Market Size - Application Segment 2019 - 2023 ($ billion)
- 5.5 Geography segment analysis 2019 - 2023
- Historic Market Size - Geography Segment 2019 - 2023 ($ billion)
- 5.6 Country segment analysis 2019 - 2023
- Historic Market Size - Country Segment 2019 - 2023 ($ billion)
6 Qualitative Analysis
- 6 Qualitative Analysis
- 6.1 Impact of AI in the global soil moisture sensor market
7 Five Forces Analysis
- 7 Five Forces Analysis
- 7.1 Five forces summary
- Five forces analysis - Comparison between 2024 and 2029
- 7.2 Bargaining power of buyers
- Bargaining power of buyers - Impact of key factors 2024 and 2029
- 7.3 Bargaining power of suppliers
- Bargaining power of suppliers - Impact of key factors in 2024 and 2029
- 7.4 Threat of new entrants
- Threat of new entrants - Impact of key factors in 2024 and 2029
- 7.5 Threat of substitutes
- Threat of substitutes - Impact of key factors in 2024 and 2029
- 7.6 Threat of rivalry
- Threat of rivalry - Impact of key factors in 2024 and 2029
- 7.7 Market condition
- Chart on Market condition - Five forces 2024 and 2029
8 Market Segmentation by Connectivity
- 8 Market Segmentation by Connectivity
- 8.1 Market segments
- Chart on Connectivity - Market share 2024-2029 (%)
- Data Table on Connectivity - Market share 2024-2029 (%)
- 8.2 Comparison by Connectivity
- Chart on Comparison by Connectivity
- Data Table on Comparison by Connectivity
- 8.3 Wired sensors - Market size and forecast 2024-2029
- Chart on Wired sensors - Market size and forecast 2024-2029 ($ billion)
- Data Table on Wired sensors - Market size and forecast 2024-2029 ($ billion)
- Chart on Wired sensors - Year-over-year growth 2024-2029 (%)
- Data Table on Wired sensors - Year-over-year growth 2024-2029 (%)
- 8.4 Wireless sensors - Market size and forecast 2024-2029
- Chart on Wireless sensors - Market size and forecast 2024-2029 ($ billion)
- Data Table on Wireless sensors - Market size and forecast 2024-2029 ($ billion)
- Chart on Wireless sensors - Year-over-year growth 2024-2029 (%)
- Data Table on Wireless sensors - Year-over-year growth 2024-2029 (%)
- 8.5 Market opportunity by Connectivity
- Market opportunity by Connectivity ($ billion)
- Data Table on Market opportunity by Connectivity ($ billion)
9 Market Segmentation by Type
- 9 Market Segmentation by Type
- 9.1 Market segments
- Chart on Type - Market share 2024-2029 (%)
- Data Table on Type - Market share 2024-2029 (%)
- 9.2 Comparison by Type
- Chart on Comparison by Type
- Data Table on Comparison by Type
- 9.3 Digital - Market size and forecast 2024-2029
- Chart on Digital - Market size and forecast 2024-2029 ($ billion)
- Data Table on Digital - Market size and forecast 2024-2029 ($ billion)
- Chart on Digital - Year-over-year growth 2024-2029 (%)
- Data Table on Digital - Year-over-year growth 2024-2029 (%)
- 9.4 Analog - Market size and forecast 2024-2029
- Chart on Analog - Market size and forecast 2024-2029 ($ billion)
- Data Table on Analog - Market size and forecast 2024-2029 ($ billion)
- Chart on Analog - Year-over-year growth 2024-2029 (%)
- Data Table on Analog - Year-over-year growth 2024-2029 (%)
- 9.5 Market opportunity by Type
- Market opportunity by Type ($ billion)
- Data Table on Market opportunity by Type ($ billion)
10 Market Segmentation by Application
- 10 Market Segmentation by Application
- 10.1 Market segments
- Chart on Application - Market share 2024-2029 (%)
- Data Table on Application - Market share 2024-2029 (%)
- 10.2 Comparison by Application
- Chart on Comparison by Application
- Data Table on Comparison by Application
- 10.3 Agriculture - Market size and forecast 2024-2029
- Chart on Agriculture - Market size and forecast 2024-2029 ($ billion)
- Data Table on Agriculture - Market size and forecast 2024-2029 ($ billion)
- Chart on Agriculture - Year-over-year growth 2024-2029 (%)
- Data Table on Agriculture - Year-over-year growth 2024-2029 (%)
- 10.4 Residential - Market size and forecast 2024-2029
- Chart on Residential - Market size and forecast 2024-2029 ($ billion)
- Data Table on Residential - Market size and forecast 2024-2029 ($ billion)
- Chart on Residential - Year-over-year growth 2024-2029 (%)
- Data Table on Residential - Year-over-year growth 2024-2029 (%)
- 10.5 Construction and mining - Market size and forecast 2024-2029
- Chart on Construction and mining - Market size and forecast 2024-2029 ($ billion)
- Data Table on Construction and mining - Market size and forecast 2024-2029 ($ billion)
- Chart on Construction and mining - Year-over-year growth 2024-2029 (%)
- Data Table on Construction and mining - Year-over-year growth 2024-2029 (%)
- 10.6 Forestry - Market size and forecast 2024-2029
- Chart on Forestry - Market size and forecast 2024-2029 ($ billion)
- Data Table on Forestry - Market size and forecast 2024-2029 ($ billion)
- Chart on Forestry - Year-over-year growth 2024-2029 (%)
- Data Table on Forestry - Year-over-year growth 2024-2029 (%)
- 10.7 Others - Market size and forecast 2024-2029
- Chart on Others - Market size and forecast 2024-2029 ($ billion)
- Data Table on Others - Market size and forecast 2024-2029 ($ billion)
- Chart on Others - Year-over-year growth 2024-2029 (%)
- Data Table on Others - Year-over-year growth 2024-2029 (%)
- 10.8 Market opportunity by Application
- Market opportunity by Application ($ billion)
- Data Table on Market opportunity by Application ($ billion)
11 Customer Landscape
- 11 Customer Landscape
- 11.1 Customer landscape overview
- Analysis of price sensitivity, lifecycle, customer purchase basket, adoption rates, and purchase criteria
12 Geographic Landscape
- 12 Geographic Landscape
- 12.1 Geographic segmentation
- Chart on Market share by geography 2024-2029 (%)
- Data Table on Market share by geography 2024-2029 (%)
- 12.2 Geographic comparison
- Chart on Geographic comparison
- Data Table on Geographic comparison
- 12.3 North America - Market size and forecast 2024-2029
- Chart on North America - Market size and forecast 2024-2029 ($ billion)
- Data Table on North America - Market size and forecast 2024-2029 ($ billion)
- Chart on North America - Year-over-year growth 2024-2029 (%)
- Data Table on North America - Year-over-year growth 2024-2029 (%)
- Chart on Regional Comparison - North America
- Data Table on Regional Comparison - North America
- 12.3.1 US - Market size and forecast 2024-2029
- Chart on US - Market size and forecast 2024-2029 ($ billion)
- Data Table on US - Market size and forecast 2024-2029 ($ billion)
- Chart on US - Year-over-year growth 2024-2029 (%)
- Data Table on US - Year-over-year growth 2024-2029 (%)
- 12.3.2 Canada - Market size and forecast 2024-2029
- Chart on Canada - Market size and forecast 2024-2029 ($ billion)
- Data Table on Canada - Market size and forecast 2024-2029 ($ billion)
- Chart on Canada - Year-over-year growth 2024-2029 (%)
- Data Table on Canada - Year-over-year growth 2024-2029 (%)
- 12.3.3 Mexico - Market size and forecast 2024-2029
- Chart on Mexico - Market size and forecast 2024-2029 ($ billion)
- Data Table on Mexico - Market size and forecast 2024-2029 ($ billion)
- Chart on Mexico - Year-over-year growth 2024-2029 (%)
- Data Table on Mexico - Year-over-year growth 2024-2029 (%)
- 12.4 APAC - Market size and forecast 2024-2029
- Chart on APAC - Market size and forecast 2024-2029 ($ billion)
- Data Table on APAC - Market size and forecast 2024-2029 ($ billion)
- Chart on APAC - Year-over-year growth 2024-2029 (%)
- Data Table on APAC - Year-over-year growth 2024-2029 (%)
- Chart on Regional Comparison - APAC
- Data Table on Regional Comparison - APAC
- 12.4.1 China - Market size and forecast 2024-2029
- Chart on China - Market size and forecast 2024-2029 ($ billion)
- Data Table on China - Market size and forecast 2024-2029 ($ billion)
- Chart on China - Year-over-year growth 2024-2029 (%)
- Data Table on China - Year-over-year growth 2024-2029 (%)
- 12.4.2 India - Market size and forecast 2024-2029
- Chart on India - Market size and forecast 2024-2029 ($ billion)
- Data Table on India - Market size and forecast 2024-2029 ($ billion)
- Chart on India - Year-over-year growth 2024-2029 (%)
- Data Table on India - Year-over-year growth 2024-2029 (%)
- 12.4.3 Japan - Market size and forecast 2024-2029
- Chart on Japan - Market size and forecast 2024-2029 ($ billion)
- Data Table on Japan - Market size and forecast 2024-2029 ($ billion)
- Chart on Japan - Year-over-year growth 2024-2029 (%)
- Data Table on Japan - Year-over-year growth 2024-2029 (%)
- 12.4.4 South Korea - Market size and forecast 2024-2029
- Chart on South Korea - Market size and forecast 2024-2029 ($ billion)
- Data Table on South Korea - Market size and forecast 2024-2029 ($ billion)
- Chart on South Korea - Year-over-year growth 2024-2029 (%)
- Data Table on South Korea - Year-over-year growth 2024-2029 (%)
- 12.4.5 Australia - Market size and forecast 2024-2029
- Chart on Australia - Market size and forecast 2024-2029 ($ billion)
- Data Table on Australia - Market size and forecast 2024-2029 ($ billion)
- Chart on Australia - Year-over-year growth 2024-2029 (%)
- Data Table on Australia - Year-over-year growth 2024-2029 (%)
- 12.4.6 Indonesia - Market size and forecast 2024-2029
- Chart on Indonesia - Market size and forecast 2024-2029 ($ billion)
- Data Table on Indonesia - Market size and forecast 2024-2029 ($ billion)
- Chart on Indonesia - Year-over-year growth 2024-2029 (%)
- Data Table on Indonesia - Year-over-year growth 2024-2029 (%)
- 12.5 Europe - Market size and forecast 2024-2029
- Chart on Europe - Market size and forecast 2024-2029 ($ billion)
- Data Table on Europe - Market size and forecast 2024-2029 ($ billion)
- Chart on Europe - Year-over-year growth 2024-2029 (%)
- Data Table on Europe - Year-over-year growth 2024-2029 (%)
- Chart on Regional Comparison - Europe
- Data Table on Regional Comparison - Europe
- 12.5.1 Germany - Market size and forecast 2024-2029
- Chart on Germany - Market size and forecast 2024-2029 ($ billion)
- Data Table on Germany - Market size and forecast 2024-2029 ($ billion)
- Chart on Germany - Year-over-year growth 2024-2029 (%)
- Data Table on Germany - Year-over-year growth 2024-2029 (%)
- 12.5.2 France - Market size and forecast 2024-2029
- Chart on France - Market size and forecast 2024-2029 ($ billion)
- Data Table on France - Market size and forecast 2024-2029 ($ billion)
- Chart on France - Year-over-year growth 2024-2029 (%)
- Data Table on France - Year-over-year growth 2024-2029 (%)
- 12.5.3 UK - Market size and forecast 2024-2029
- Chart on UK - Market size and forecast 2024-2029 ($ billion)
- Data Table on UK - Market size and forecast 2024-2029 ($ billion)
- Chart on UK - Year-over-year growth 2024-2029 (%)
- Data Table on UK - Year-over-year growth 2024-2029 (%)
- 12.5.4 Italy - Market size and forecast 2024-2029
- Chart on Italy - Market size and forecast 2024-2029 ($ billion)
- Data Table on Italy - Market size and forecast 2024-2029 ($ billion)
- Chart on Italy - Year-over-year growth 2024-2029 (%)
- Data Table on Italy - Year-over-year growth 2024-2029 (%)
- 12.5.5 The Netherlands - Market size and forecast 2024-2029
- Chart on The Netherlands - Market size and forecast 2024-2029 ($ billion)
- Data Table on The Netherlands - Market size and forecast 2024-2029 ($ billion)
- Chart on The Netherlands - Year-over-year growth 2024-2029 (%)
- Data Table on The Netherlands - Year-over-year growth 2024-2029 (%)
- 12.5.6 Spain - Market size and forecast 2024-2029
- Chart on Spain - Market size and forecast 2024-2029 ($ billion)
- Data Table on Spain - Market size and forecast 2024-2029 ($ billion)
- Chart on Spain - Year-over-year growth 2024-2029 (%)
- Data Table on Spain - Year-over-year growth 2024-2029 (%)
- 12.6 Middle East and Africa - Market size and forecast 2024-2029
- Chart on Middle East and Africa - Market size and forecast 2024-2029 ($ billion)
- Data Table on Middle East and Africa - Market size and forecast 2024-2029 ($ billion)
- Chart on Middle East and Africa - Year-over-year growth 2024-2029 (%)
- Data Table on Middle East and Africa - Year-over-year growth 2024-2029 (%)
- Chart on Regional Comparison - Middle East and Africa
- Data Table on Regional Comparison - Middle East and Africa
- 12.6.1 South Africa - Market size and forecast 2024-2029
- Chart on South Africa - Market size and forecast 2024-2029 ($ billion)
- Data Table on South Africa - Market size and forecast 2024-2029 ($ billion)
- Chart on South Africa - Year-over-year growth 2024-2029 (%)
- Data Table on South Africa - Year-over-year growth 2024-2029 (%)
- 12.6.2 Saudi Arabia - Market size and forecast 2024-2029
- Chart on Saudi Arabia - Market size and forecast 2024-2029 ($ billion)
- Data Table on Saudi Arabia - Market size and forecast 2024-2029 ($ billion)
- Chart on Saudi Arabia - Year-over-year growth 2024-2029 (%)
- Data Table on Saudi Arabia - Year-over-year growth 2024-2029 (%)
- 12.6.3 UAE - Market size and forecast 2024-2029
- Chart on UAE - Market size and forecast 2024-2029 ($ billion)
- Data Table on UAE - Market size and forecast 2024-2029 ($ billion)
- Chart on UAE - Year-over-year growth 2024-2029 (%)
- Data Table on UAE - Year-over-year growth 2024-2029 (%)
- 12.6.4 Israel - Market size and forecast 2024-2029
- Chart on Israel - Market size and forecast 2024-2029 ($ billion)
- Data Table on Israel - Market size and forecast 2024-2029 ($ billion)
- Chart on Israel - Year-over-year growth 2024-2029 (%)
- Data Table on Israel - Year-over-year growth 2024-2029 (%)
- 12.6.5 Turkey - Market size and forecast 2024-2029
- Chart on Turkey - Market size and forecast 2024-2029 ($ billion)
- Data Table on Turkey - Market size and forecast 2024-2029 ($ billion)
- Chart on Turkey - Year-over-year growth 2024-2029 (%)
- Data Table on Turkey - Year-over-year growth 2024-2029 (%)
- 12.7 South America - Market size and forecast 2024-2029
- Chart on South America - Market size and forecast 2024-2029 ($ billion)
- Data Table on South America - Market size and forecast 2024-2029 ($ billion)
- Chart on South America - Year-over-year growth 2024-2029 (%)
- Data Table on South America - Year-over-year growth 2024-2029 (%)
- Chart on Regional Comparison - South America
- Data Table on Regional Comparison - South America
- 12.7.1 Brazil - Market size and forecast 2024-2029
- Chart on Brazil - Market size and forecast 2024-2029 ($ billion)
- Data Table on Brazil - Market size and forecast 2024-2029 ($ billion)
- Chart on Brazil - Year-over-year growth 2024-2029 (%)
- Data Table on Brazil - Year-over-year growth 2024-2029 (%)
- 12.7.2 Argentina - Market size and forecast 2024-2029
- Chart on Argentina - Market size and forecast 2024-2029 ($ billion)
- Data Table on Argentina - Market size and forecast 2024-2029 ($ billion)
- Chart on Argentina - Year-over-year growth 2024-2029 (%)
- Data Table on Argentina - Year-over-year growth 2024-2029 (%)
- 12.7.3 Colombia - Market size and forecast 2024-2029
- Chart on Colombia - Market size and forecast 2024-2029 ($ billion)
- Data Table on Colombia - Market size and forecast 2024-2029 ($ billion)
- Chart on Colombia - Year-over-year growth 2024-2029 (%)
- Data Table on Colombia - Year-over-year growth 2024-2029 (%)
- 12.8 Market opportunity by geography
- Market opportunity by geography ($ billion)
- Data Tables on Market opportunity by geography ($ billion)
13 Drivers, Challenges, and Opportunity
- 13 Drivers, Challenges, and Opportunity
- 13.1 Market drivers
- Water scarcity and imperative for efficient management
- Adoption of precision agriculture and smart farming
- Government policies and sustainability initiatives in market
- 13.2 Market challenges
- High upfront cost and perceived return on investment
- Technical complexity and data interpretation in market
- Lack of awareness and education in market
- 13.3 Impact of drivers and challenges
- Impact of drivers and challenges in 2024 and 2029
- 13.4 Market opportunities
- Integration of internet of things with artificial intelligence and advanced analytics
- Proliferation of low power wide area network technologies
- Fusion of in situ sensor data with remote sensing
14 Competitive Landscape
- 14 Competitive Landscape
- 14.1 Overview
- 14.2 Competitive Landscape
- Overview on criticality of inputs and factors of differentiation
- 14.3 Landscape disruption
- Overview on factors of disruption
- 14.4 Industry risks
- Impact of key risks on business
15 Competitive Analysis
- 15 Competitive Analysis
- 15.1 Companies profiled
- 15.2 Company ranking index
- 15.3 Market positioning of companies
- Matrix on companies position and classification
- 15.4 Acclima Inc.
- Acclima Inc. - Overview
- Acclima Inc. - Product / Service
- Acclima Inc. - Key offerings
- SWOT
- 15.5 Campbell Scientific Inc.
- Campbell Scientific Inc. - Overview
- Campbell Scientific Inc. - Product / Service
- Campbell Scientific Inc. - Key offerings
- SWOT
- 15.6 CropX Technologies Ltd.
- CropX Technologies Ltd. - Overview
- CropX Technologies Ltd. - Product / Service
- CropX Technologies Ltd. - Key offerings
- SWOT
- 15.7 Delta-T Devices Ltd.
- Delta-T Devices Ltd. - Overview
- Delta-T Devices Ltd. - Product / Service
- Delta-T Devices Ltd. - Key offerings
- SWOT
- 15.8 EarthScout LLC
- EarthScout LLC - Overview
- EarthScout LLC - Product / Service
- EarthScout LLC - Key offerings
- SWOT
- 15.9 HydroPoint Data Systems Inc.
- HydroPoint Data Systems Inc. - Overview
- HydroPoint Data Systems Inc. - Product / Service
- HydroPoint Data Systems Inc. - Key offerings
- SWOT
- 15.10 IMKO Micromodultechnik GmbH
- IMKO Micromodultechnik GmbH - Overview
- IMKO Micromodultechnik GmbH - Product / Service
- IMKO Micromodultechnik GmbH - Key offerings
- SWOT
- 15.11 Irrometer Co. Inc.
- Irrometer Co. Inc. - Overview
- Irrometer Co. Inc. - Product / Service
- Irrometer Co. Inc. - Key offerings
- SWOT
- 15.12 METER Group Inc.
- METER Group Inc. - Overview
- METER Group Inc. - Product / Service
- METER Group Inc. - Key offerings
- SWOT
- 15.13 OTT Hydromet GmbH
- OTT Hydromet GmbH - Overview
- OTT Hydromet GmbH - Product / Service
- OTT Hydromet GmbH - Key offerings
- SWOT
- 15.14 Rain Bird Corp.
- Rain Bird Corp. - Overview
- Rain Bird Corp. - Product / Service
- Rain Bird Corp. - Key offerings
- SWOT
- 15.15 Sensoterra BV
- Sensoterra BV - Overview
- Sensoterra BV - Product / Service
- Sensoterra BV - Key offerings
- SWOT
- 15.16 Sentek Pty Ltd
- Sentek Pty Ltd - Overview
- Sentek Pty Ltd - Product / Service
- Sentek Pty Ltd - Key offerings
- SWOT
- 15.17 The Toro Co.
- The Toro Co. - Overview
- The Toro Co. - Business segments
- The Toro Co. - Key news
- The Toro Co. - Key offerings
- The Toro Co. - Segment focus
- SWOT
- 15.18 Trellis Inc.
- Trellis Inc. - Overview
- Trellis Inc. - Product / Service
- Trellis Inc. - Key offerings
- SWOT
16 Appendix
- 16 Appendix
- 16.1 Scope of the report
- Market definition
- Objectives
- Notes and caveats
- 16.2 Inclusions and exclusions checklist
- Inclusions checklist
- Exclusions checklist
- 16.3 Currency conversion rates for US$
- Currency conversion rates for US$
- 16.4 Research methodology
- 16.5 Data procurement
- 16.6 Data validation
- 16.7 Validation techniques employed for market sizing
- Validation techniques employed for market sizing
- 16.8 Data synthesis
- 16.9 360 degree market analysis
- 360 degree market analysis
- 16.10 List of abbreviations
INFORMATION SOURCES
DATA ANALYSIS
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