Smart Agriculture Market Size, Share, Statistics and Industry Growth Analysis Report by Offering (Hardware, Software, Services), Agriculture Type, Farm Size (Large, Medium, Small), Application (Precision Farming, Livestock Monitoring) and Region ( America, Europe, Asia Pacific, Row) - Global Forecast to 2028
Updated on : October 22, 2024
Smart Agriculture Market Size & Growth
Global smart agriculture market size is projected to reach USD 25.4 billion by 2028 from an estimated USD 16.2 billion in 2023, growing at a CAGR of 9.4% from 2023 to 2028.
The smart agriculture market is rapidly expanding as demand grows for sustainable, efficient farming solutions to meet global food security challenges. Technologies such as IoT sensors, drones, and AI-powered analytics are revolutionizing traditional agriculture, enabling precision farming practices that improve crop yields, reduce resource consumption, and enhance soil health. Key trends in this market include the integration of big data and machine learning to monitor crop health in real-time, manage irrigation precisely, and predict weather patterns to optimize planting schedules. Additionally, advancements in agricultural technology, including autonomous tractors, robotic harvesters, and smart irrigation systems, are empowering farmers to automate labor-intensive tasks, reduce costs, and minimize environmental impact. Smart farming, or "agritech," is also gaining traction, as smart sensors and connected devices provide farmers with actionable insights to make data-driven decisions, resulting in increased productivity. As awareness of sustainable practices and food security intensifies, the adoption of smart farming technologies continues to grow, positioning the agricultural technology market for significant advancements in the years ahead.
The market growth of the smart agriculture market can be attributed to the increasing global population creating pressure on food supply system and surging use of modern technologies in agriculture.
Smart Agriculture Market Forecast to 2028
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Smart Agriculture Market Ecosystem
Smart Agriculture Market Dynamics
Driver: Rising adoption of IoT, ROVs, and AI in aquaculture farming
The global aquaculture industry has witnessed tremendous advancements in aquaculture tools, techniques, and technologies in recent years. The growing inclination of the worldwide population toward consuming a protein-rich diet is consequently increasing the adoption of cutting-edge technologies, such as the Internet of Things (IoT), machine learning, Remotely Operated Vehicles (ROVs), artificial intelligence (AI), automatic feeders, and acoustic telemetry tracking systems, by aquaculture farm owners. The use of these technologies in aquaculture farming helps increase aquaculture production; enhance production efficiency; minimize wastage of resources; and improve accuracy, precision, and repeatability in farming operations while providing high profitability to farm owners.
Restraint: Fragmented agriculture industry
Agriculture is a decentralized industry, with the presence of many large, medium, and small-sized farms that operate independently. This fragmentation makes implementing a standardized machine-to-machine (M2M) solution difficult, as each farm operates differently and may have different requirements. Land fragmentation leads to an improper allocation of input and resources, which further leads to high costs. Implementing smart agricultural technologies in fragmented lands wastes time, money, and resources as managing, supervising, and collecting data from scattered lands is difficult. This also makes it difficult for farmers to attain economies of scale for M2M solutions.
Opportunity: Rising adoption of livestock monitoring solutions in emerging countries
Currently, the adoption of livestock monitoring technology in emerging countries like Brazil and Mexico is slow, primarily due to the high installation cost and low awareness among farmers. However, the growing demand for milk and dairy products, rise in per capita income of farmers, and increasing herd size and livestock farming in these countries, are expected to fuel the demand for livestock monitoring technologies, such as milking robots and feeding robots, in the coming years. The below figure portrays the number of milking robots installed worldwide and expected to be installed in the future.
Challenge: Livestock farming increasing environmental concerns and global warming
Livestock farming contributes 14–15% of the man-made greenhouse-gas emissions that are warming the planet. Animal manure can disrupt the nitrogen cycle or contaminate waterways. Livestock farming has a vast environmental footprint and a negative impact on climate. It also contributes to land and water degradation, biodiversity loss, acid rain, coral reef degeneration, and deforestation. The livestock sector already uses around 10% of global agricultural land and 8% of the total available freshwater. It is also largely responsible for deforestation and biodiversity loss and contributes 15% of global CO2 emissions.
Smart Agriculture Market Segmentation
Services segment is expected to grow at highest CAGR during forecast period
The services segment is expected to grow at the highest CAGR during the forecast period. The growing deployment and installation of precision feeding systems, field and livestock monitoring systems, and robotic systems in farms have led to a surge in demand for specialized services for smart agriculture. In addition, the growing need to train farm laborers to use advanced hardware solutions, increase the shelf-life of smart agriculture hardware, and deploy these solutions in small, medium-sized, and large farms are driving the growth of maintenance and support as well as connectivity and assisted professional services.
Precision aquaculture segment is projected to witness growth at highest CAGR during forecast period
The precision aquaculture segment is projected to witness growth at the highest CAGR during the forecast period. The growth can be attributed to the rising investments in technological research and product innovation, the surging adoption of advanced technologies such as IoT, ROVs, and AI for the real-time monitoring of aquaculture farms, the rising demand for protein-rich aqua food, and increasing support by worldwide governments for infrastructure development in aquaculture.
Smart Agriculture Industry Regional Analysis
Asia Pacific is expected to register highest growth in smart agriculture market share during forecast period
The smart agriculture industry in Asia Pacific is expected to grow at the highest CAGR during the forecast period. The increasing adoption of variable rate technology and smart irrigation controllers, along with AI-based farm analytics services, are some of the major factors propelling the growth of the market in this region. The rising demand for automation of livestock farms and aquaculture farms in this region is further expected to boost the growth of the smart agriculture market in Asia Pacific. In addition, the increasing livestock population and the growing demand for meat products in Asian countries, including China, Australia, India, and Japan, contribute to regional market growth. For instance, the cattle population in China and India increased by 3% and 0.4%, respectively, to reach 98 and 307 million heads in 2022, compared to 95 and 306 million heads in 2021.
Smart Agriculture Market Statistics by Region
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Top Smart Agriculture Companies - Key Market Players
The smart agriculture companies players have implemented various types of organic as well as inorganic growth strategies, such as new product launches, contracts, agreements, alliances, collaborations, joint ventures, partnerships, expansions, investments, and acquisitions to strengthen their offerings in the market.
Some of the key players in the smart agriculture companies are
- Deere & Company (US),
- Trimble Deere & Company (US),
- Trimble Inc. (US),
- AGCO Corporation (US),
- Topcon Positioning Systems (US),
- DeLaval (Sweden),
- AKVA Group (Norway),
- Allflex Livestock Intelligence (US),
- Innovasea Systems Inc. (US),
- Afimilk Ltd. (Israel),
- Heliospectra AB (Sweden).
The study includes an in-depth competitive analysis of these key players in the smart agriculture market with their company profiles, recent developments, and key market strategies.
Smart Agriculture Market Report Scope
Report Metric |
Details |
Estimated Market Size |
USD 16.2 billion in 2023 |
Expected Market Size |
USD 25.4 billion by 2028 |
Growth Rate |
CAGR of 9.4% |
Market Size Available for Years |
2019–2028 |
Base Year |
2022 |
Forecast Period |
2023–2028 |
Units |
Value (USD Million/USD Billion) |
Segments Covered |
|
Regions Covered |
|
Market Leaders |
DeLaval (Sweden), AKVA Group (Norway), Afimilk Ltd. (Israel), and Heliospectra AB (Sweden) |
Top Companies in North America |
Deere & Company (US), Trimble Inc. (US), AGCO Corporation (US), Topcon Positioning Systems (US), Allflex Livestock Intelligence (US), Innovasea Systems Inc. (US). |
Key Market Driver |
Rising adoption of IoT, ROVs, and AI in aquaculture farming |
Key Market Opportunity |
Rising adoption of livestock monitoring solutions in emerging countries |
Largest Growing Region |
Asia Pacific |
Hightest Market CAGR |
Precision Aquaculture Segment |
Smart Agriculture Market Highlights
This research report categorizes the smart agriculture market based on offering, agriculture type, farm size, application, and region.
Segment |
Subsegment |
Based on by Offering |
|
Based on Agriculture Type |
|
Based on Farm Size |
|
Based on Application |
|
Based on Region |
|
Recent Developments in Smart Agriculture Industry
- In October 2022, Trimble Inc. launched new displays, GFX-1060 and GFX-1260, for precision agriculture applications. Farmers can carry out in-field tasks swiftly and effectively with these next-generation displays, allowing them to map and monitor field data in real time precisely..
- In September 2022, Deere & Company launched three new self-propelled forage harvesters to its existing lineup. They are designed to address the requirements of dairy and livestock producers, contractors, and harvesters to overcome challenges such as shorter harvesting windows, a smaller pool of skilled workers, and increased operating costs.
- In April 2021, Topcon Positioning Systems launched the manual guidance and autosteering receivers—the AGM 1 and AGS 2, and new Topnet Live cellular, satellite, and bridging correction services—Realpoint, Starpoint, and Skybridge. The new AGM 1 and AGS 2 are used for machine operations and all associated tasks where tracking location data is relevant to crop optimization, including soil preparation, seeding, crop care, and harvesting. They deliver reliable connection stability worldwide through a constantly improving network and a variety of cost-effective subscription models.
- In February 2021, AKVA Group signed a five-year agreement with Trollvika Drift AS to install 45 SmartEye Precision HD cameras with AKVAconnect 4 camera system controls at the Enkeltstein, Ystevika, Trollvika, and Svartskjær in Troms, Northern Norway locations.
- In December 2020, Afimilk Ltd. and Livestock Improvement Corporation (LIC), a herd improvement and agri-tech cooperative, signed a distributive partnership. According to the partnership, LIC will market Afimilk's AfiCollar in New Zealand.
Frequently Asked Questions (FAQ):
What is the market size of smart agriculture market?
In 2023, the smart agriculture market was valued USD 16.2 billion and is projected to reach USD 25.4 billion by 2028.
Who are the key players in the smart agriculture market share?
Deere & Company (US), Trimble Inc. (US), AGCO Corporation (US), Topcon Positioning Systems (US), DeLaval (Sweden), are some of the key players in the smart agriculture market.
What are the trends in the smart agriculture market share?
Integration of 5G, IoT, AI, and Machine learning in agriculture equipment and machinery is enabling users to obtained enhanced yield and reduced operational costs. Furthermore, emergence of agriculture 4.0 is to transform the global agriculture sector.
What are the major opportunities for the focused ion beam market?
Rising adoption of livestock monitoring solutions in emerging countries and growing use of unmanned aerial vehicles or drones in agricultural farms are among the key opportunities that are expected to support market growth in future.
What are the growing applications in the smart agriculture market share?
The smart agriculture market is led by precision farming segment. Besides, the demand from precision aquaculture segment is expected to generate huge demand for advanced aquaculture solutions in future.
To speak to our analyst for a discussion on the above findings, click Speak to Analyst
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- 5.1 INTRODUCTION
- 5.2 DEVELOPMENT OF SMART AGRICULTURE PRACTICES
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5.3 MARKET DYNAMICSDRIVERS- Increasing global population creating pressure on food supply system- Shortage of skilled labor in agriculture sector- Surging use of modern technologies in agriculture- Benefits offered by livestock monitoring solutions- Rising adoption of IoT, ROVs, and AI in aquaculture farmingRESTRAINTS- High cost of smart agriculture solutions- Fragmented agriculture sectorOPPORTUNITIES- Growing vegetarian and vegan population- Rising adoption of livestock monitoring solutions in emerging countries- Growing use of UAVs or drones in agricultural activities- Increasing popularity of land-based recirculating aquaculture systemsCHALLENGES- Reduced profitability due to rising cost of cattle feed- Adverse impact of livestock farming on environment
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5.4 SUPPLY CHAIN ANALYSISMAJOR STAKEHOLDERS IN SMART AGRICULTURE MARKET
- 5.5 ECOSYSTEM MAPPING
- 5.6 PRICING ANALYSIS
- 5.7 REVENUE SHIFT AND NEW REVENUE POCKETS FOR PLAYERS IN MARKET
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5.8 TECHNOLOGICAL TRENDSINTERNET OF THINGS (IOT)M2M SOLUTIONSROBOTICSAI AND BLOCKCHAIN IN LIVESTOCK FARMINGADOPTION OF ROBOTIC CAGES AND UNDERWATER DRONES IN AQUACULTURE FARMSINTEGRATION OF TELEMATICS WITH FOREST MECHANIZATION IN PRECISION FORESTRYADVENT OF LIDAR-FITTED UAVS IN PRECISION FORESTRY
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5.9 PORTER’S FIVE FORCES ANALYSISINTENSITY OF COMPETITIVE RIVALRYBARGAINING POWER OF SUPPLIERSBARGAINING POWER OF BUYERSTHREAT OF SUBSTITUTESTHREAT OF NEW ENTRANTS
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5.10 KEY STAKEHOLDERS AND BUYING CRITERIAKEY STAKEHOLDERS IN BUYING PROCESSBUYING CRITERIA
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5.11 CASE STUDY ANALYSISINTRODUCTIONOPEN BLUEEARTH OCEAN FARMSGIFASERKO SEAFOOD AS
- 5.12 TRADE ANALYSIS
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5.13 PATENT ANALYSISJURISDICTION ANALYSISTOP PATENT OWNERS
- 5.14 KEY CONFERENCES AND EVENTS, 2023–2024
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5.15 TARIFF AND REGULATORY LANDSCAPE IN SMART AGRICULTUREUS: AGRICULTURAL DATA ACT 2018NATIONAL MISSION FOR SUSTAINABLE AGRICULTURE (NMSA)ENVIRONMENTAL IMPACT ASSESSMENT (EIA)NATURE CONSERVATION – EUROPEAN UNION (EU)TARIFF AND REGULATIONS RELATED TO PRECISION FARMING AND SMART GREENHOUSESTARIFF AND REGULATIONS RELATED TO PRECISION AQUACULTURE
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5.16 GOVERNMENT POLICIES AND SUBSIDIESINTRODUCTIONCHINA- National plan for agricultural and rural informatization: China 14th five-year plan (2021–2026)- New guidelines for modernization of agriculture sector in China- Current state of development of smart agriculture machinery in China- Pollution and climate smart agriculture in China (PACSAC)- World bank initiatives toward promoting green agriculture and rural development in ChinaINDIA- Greenhouse farming subsidy in India- Government initiatives for promoting organic farming in India- Government partnerships for smart agricultureNETHERLANDS- Climate smart agriculture initiatives in Netherlands- Major government initiatives and subsidy programs in Netherlands- Support for organic farmersAZERBAIJAN- Government investments and support for agriculture sector in Azerbaijan- Recent government reforms and policies in agriculture sector- Digital agriculture transformation in Azerbaijan through setting up agroparksSPAIN- Recent government policies in agricultureTURKEY- Current landscape of smart agriculture technology in Turkey- Policies and implementation of smart agriculture technologies in Turkey
- 6.1 INTRODUCTION
- 6.2 INTERNET OF THINGS (IOT)
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6.3 CELLULAR IOTLTE-MNB-IOT
- 6.4 LORA
- 6.5 GLOBAL NAVIGATION SATELLITE SYSTEM (GNSS)
- 7.1 INTRODUCTION
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7.2 PRECISION FARMINGIMPROVES FARM EFFICIENCY AND INCREASES CROP PRODUCTIVITY
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7.3 LIVESTOCK MONITORINGUSES CUTTING-EDGE TECHNOLOGIES AND TOOLS TO ENHANCE PRODUCTIVITY AND PROFITABILITY IN DAIRY FARMING
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7.4 PRECISION AQUACULTUREIMPLEMENTING SMART TECHNOLOGIES HELPS MONITOR AQUAFARMSSMART FEEDING SYSTEMS- Determine sizes and eating behavior of fishesMONITORING AND CONTROL SYSTEMS- Improve efficiency of aquafarmsUNDERWATER REMOTELY OPERATED VEHICLES- Monitor underwater species to improve aquafarm operations
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7.5 PRECISION FORESTRYUSES MODERN TECHNOLOGIES TO GATHER REAL-TIME INFORMATION FOR DECISION-MAKING
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7.6 SMART GREENHOUSEIMPROVES OPERATIONS USING WIRED AND WIRELESS TECHNOLOGIES
- 7.7 OTHERS
- 8.1 INTRODUCTION
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8.2 HARDWAREPRECISION FARMING HARDWARE- Growing availability of precision farming tools- Automation and control systems- Sensing and monitoring devices- Water sensors- Climate sensors- OthersLIVESTOCK MONITORING HARDWARE- Enable efficient resource management, livestock tracking, and devising and managing feeding and milking plans- RFID tags and readers- Sensors- Transmitters and mounting equipment- GPS- OthersPRECISION FORESTRY HARDWARE- Help optimize efficiency and accuracy of forest management operations- Harvesters and forwarders- UAVs/drones- GPS- Cameras- Sensors and RFID tags- Variable rate controllers- OthersPRECISION AQUACULTURE HARDWARE- Enable effective management of aquaculture farms- Monitoring devices- Camera systems- Control systems- OthersSMART GREENHOUSE HARDWARE- Improve plant growth, increase yields, and reduce waste- HVAC systems- LED grow lights- Irrigation systems- Material handling equipment- Valves and pumps- Control systems- Sensors and camerasOTHERS
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8.3 SOFTWAREON-PREMISES SOFTWARE- Offer lower cost of ownershipON-CLOUD- Provide shared processing of resources and data to users- Software-as-a-Service (SaaS)- Platform-as-a-Service (PaaS)AI & DATA ANALYTICS- Help improve harvest quality and accuracy- Farm management software
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8.4 SERVICESSYSTEM INTEGRATION AND CONSULTING SERVICES- Involved in troubleshooting and diagnosing farm management issuesMANAGED SERVICES- Provide suggestions to farmers to enhance production- Farm operation services- Data services- Analytics servicesCONNECTIVITY SERVICES- Ensure proper communication between devices and end usersASSISTED PROFESSIONAL SERVICES- Help improve and implement standards of projects- Supply chain management services- Climate information services- OthersMAINTENANCE AND SUPPORT SERVICES- Ensure farm operations run smoothly and efficiently- Installation and deployment services
- 9.1 INTRODUCTION
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9.2 LARGE FARMSHEAVILY RELY ON HIRED LABOR TO MANAGE THEIR OPERATIONS
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9.3 MEDIUM-SIZED FARMSPOTENTIAL TO LOWER LABOR COSTS AND IMPROVE PRODUCTIVITY
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9.4 SMALL FARMSSMALL FARMS TO RECORD HIGHEST GROWTH RATE DURING FORECAST PERIOD
- 10.1 INTRODUCTION
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10.2 PRECISION FARMINGHELPS OPTIMIZE AGRICULTURAL PRODUCTIONYIELD MONITORING- Helps farmers maximize their yield- On-farm yield monitoring- Off-farm yield monitoringCROP SCOUTING- Critical crop management tool important for making timely decisions during harvestingFIELD MAPPING- Helps farmers in decision-making related to yield production- Boundary mapping- Drainage mappingVARIABLE RATE APPLICATION- Optimize crop input for efficient farming- Precision irrigation- Precision seeding- Precision fertilization- Pesticide VRAWEATHER TRACKING & FORECASTING- Helps take precautionary measures for farm protection from natural calamitiesINVENTORY MANAGEMENT- Used to track and organize materials, irrigation parts, chemicals, and othersFARM LABOR MANAGEMENT- Helps track various activities of farm workersFINANCIAL MANAGEMENT- Helps farmers or growers make strategic decisionsOTHERS
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10.3 LIVESTOCK MONITORINGENABLES REAL-TIME MONITORING OF HEALTH AND WELL-BEING OF ANIMALSMILK HARVESTING MANAGEMENT- Reduces labor costs and increases milking efficiency through automated milk harvestingBREEDING MANAGEMENT- Helps increase animal productivity in long termFEEDING MANAGEMENT- Helps accurately formulate cow’s dietHEAT STRESS MANAGEMENT- Reduces cattle mortality rate due to improper ventilationANIMAL COMFORT MANAGEMENT- Helps ensure animal health and well-beingBEHAVIOR MONITORING AND CONTROL- Provides early detection of any deviations in animal behaviorOTHERS
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10.4 PRECISION AQUACULTUREHELPS OPTIMIZE AQUACULTURE PRODUCTION AND MANAGEMENTFEEDING MANAGEMENT- Helps avoid overfeedingMONITORING, CONTROL, AND SURVEILLANCE- Minimize waste and environmental impactOTHERS
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10.5 PRECISION FORESTRYHELPS IMPROVE SUSTAINABILITY OF FORESTRY PRACTICESGENETICS AND NURSERIES- Use of UAVs in seed planting is highly efficient and time-savingSILVICULTURE AND FIRE MANAGEMENT- Minimize damage and casualties due to wildfiresHARVESTING MANAGEMENT- Reduces damage to forests and maximizes yield of wood productsINVENTORY AND LOGISTICS MANAGEMENT- Diminishes manual error and enables quick reporting and data processing
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10.6 SMART GREENHOUSEBENEFICIAL FOR INDOOR CROPSHVAC MANAGEMENT- Regulates temperature for favorable plant growthYIELD MONITORING AND HARVESTING- Improves efficiency and productivity of greenhouse operationsWATER AND FERTILIZER MANAGEMENT- Reduces water waste and production costs of greenhousesOTHERS
- 10.7 OTHERS
- 11.1 INTRODUCTION
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11.2 AMERICASNORTH AMERICA- US- Canada- MexicoSOUTH AMERICA- Brazil- Argentina- Rest of South America
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11.3 EUROPEGERMANY- Presence of livestock farms to drive market growthUK- Conducive environment to carry out innovations supports market growthFRANCE- Increased adoption of smart agriculture technologies in country to drive market growthITALY- Gradual shift toward smart farming techniques to spur market growthNETHERLANDS- Rising adoption of advanced technologies for harvesting processes to fuel market growthREST OF EUROPE
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11.4 ASIA PACIFICCHINA- Government to play key role in country’s agriculture sector growthJAPAN- Labor shortage to fuel demand for smart agriculture solutionsAUSTRALIA- Government support and presence of research organizations to play major role in market growthINDIA- Government initiatives and players' contributions to increase adoption of smart agriculture solutionsSOUTH KOREA- Rising need to produce high-value agricultural products to fuel market growthREST OF ASIA PACIFIC
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11.5 ROWRUSSIA- Increasing awareness about benefits of smart agriculture in country to support marketAFRICA- Increasing awareness among farmers to contribute to market growthMIDDLE EAST- Rapid developments in big data analytics and cloud-computing platforms to drive market growth
- 12.1 OVERVIEW
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12.2 MARKET EVALUATION FRAMEWORKPRODUCT PORTFOLIOREGIONAL FOCUSMANUFACTURING FOOTPRINTORGANIC/INORGANIC STRATEGIES
- 12.3 MARKET SHARE ANALYSIS, 2022
- 12.4 REVENUE ANALYSIS: TOP FOUR COMPANIES (2018–2022)
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12.5 COMPANY EVALUATION QUADRANT, 2022STARSEMERGING LEADERSPERVASIVE PLAYERSPARTICIPANTS
- 12.6 COMPANY FOOTPRINT
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12.7 STARTUPS/SMES EVALUATION MATRIX/QUADRANT, 2022COMPETITIVE BENCHMARKINGPROGRESSIVE COMPANIESRESPONSIVE COMPANIESDYNAMIC COMPANIESSTARTING BLOCKS
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12.8 COMPETITIVE SCENARIOPRODUCT LAUNCHESDEALSOTHERS
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13.1 KEY PLAYERSDEERE & COMPANY- Business overview- Deere & Company: Products/Services/Solutions offered- Recent developments- MnM viewTRIMBLE INC.- Business overview- Trimble Inc.: Products/Services/Solutions offered- Recent developments- MnM viewAGCO CORPORATION (PRECISION PLANTING, LLC)- Business overview- AGCO Corporation: Products/Services/Solutions offered- Recent developments- MnM viewTOPCON POSITIONING SYSTEMS- Business overview- Topcon Positioning Systems: Products/Services/Solutions offered- Recent developments- MnM viewDELAVAL- Business overview- DeLaval: Products/Services/Solutions offered- Recent developments- MnM viewAKVA GROUP- Business overview- AKVA Group: Products/Services/Solutions offered- Recent developmentsALLFLEX LIVESTOCK INTELLIGENCE (MSD ANIMAL HEALTH)- Business overview- Allflex Livestock Intelligence: Products/Services/Solutions offered- Recent developmentsINNOVASEA SYSTEMS INC.- Business overview- Innovasea Systems Inc.: Products/Services/Solutions offered- Recent developmentsAFIMILK LTD.- Business overview- Afimilk Ltd.: Products/Services/Solutions offered- Recent developmentsHELIOSPECTRA AB- Business overview- Heliospectra AB: Products/Services/Solutions offered- Recent developments
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13.2 OTHER PLAYERSPONSSE OYJRAVEN INDUSTRIES, INC. (CNH INDUSTRIAL N.V.)KOMATSU FORESTSCALEAQTIGERCAT INTERNATIONAL INC.AG LEADER TECHNOLOGYCERTHONNEDAP N.V.AGJUNCTION LLCARGUS CONTROL SYSTEMS LIMITEDDAIRYMASTERDICKEY-JOHNABACO GROUPTEEJET TECHNOLOGIESFANCOM BV (SUBSIDIARY OF CTB, INC.)LUMIGROW, INC.CERES IMAGING, INC.SENSAPHONEBOUMATICCPI EQUIPMENT INC.
- 14.1 DISCUSSION GUIDE
- 14.2 KNOWLEDGESTORE: MARKETSANDMARKETS’ SUBSCRIPTION PORTAL
- 14.3 CUSTOMIZATION OPTIONS
- 14.4 RELATED REPORTS
- 14.5 AUTHOR DETAILS
- TABLE 1 MARKET GROWTH PROJECTIONS AND FORECAST ASSUMPTIONS
- TABLE 2 RISK FACTOR ANALYSIS
- TABLE 3 SMART AGRICULTURE ECOSYSTEM
- TABLE 4 AVERAGE SELLING PRICES OF SMART AGRICULTURE SOLUTIONS, BY HARDWARE OFFERING
- TABLE 5 SMART AGRICULTURE MARKET: PORTER’S FIVE FORCES ANALYSIS
- TABLE 6 INFLUENCE OF STAKEHOLDERS IN BUYING PROCESS, BY APPLICATION (%)
- TABLE 7 KEY BUYING CRITERIA, BY APPLICATION
- TABLE 8 INNOVASEA SYSTEM INC. HELPS OPEN BLUE BECOME LARGEST OPEN-OCEAN FISH FARM IN WORLD
- TABLE 9 INNOVASEA SYSTEM INC. ENABLES EARTH OCEAN FARMS TO EXPAND PRODUCTION WITH RUGGED EVOLUTION PENS
- TABLE 10 PHILIPS LED SOLUTIONS OFFER NEW POSSIBILITIES FOR SALMON INDUSTRY
- TABLE 11 AKVA GROUP HELPS ERKO SEAFOOD AS WITH PRECISION AQUACULTURE PRODUCTS
- TABLE 12 IMPORT DATA OF AGRICULTURAL, HORTICULTURAL, OR FORESTRY MACHINERY OF SOIL PREPARATION OR CULTIVATION, BY COUNTRY, 2017–2021 (USD MILLION)
- TABLE 13 EXPORT DATA OF AGRICULTURAL, HORTICULTURAL, OR FORESTRY MACHINERY OF SOIL PREPARATION OR CULTIVATION, BY COUNTRY, 2017–2021 (USD MILLION)
- TABLE 14 TOP 20 PATENT OWNERS (US) IN LAST 10 YEARS
- TABLE 15 SOME KEY INNOVATIONS AND PATENT REGISTRATIONS FROM SEL
- TABLE 16 MARKET: DETAILED LIST OF CONFERENCES AND EVENTS
- TABLE 17 TARIFF REGULATIONS: PRECISION FARMING AND SMART GREENHOUSES
- TABLE 18 TARIFF REGULATIONS: PRECISION AQUACULTURE
- TABLE 19 CURRENT AGRICULTURE SUBSIDIES SUPPORT TO INDIAN FARMERS FROM CENTRAL AND STATE GOVERNMENTS (USD BILLION)
- TABLE 20 MARKET, BY AGRICULTURE TYPE, 2019–2022 (USD MILLION)
- TABLE 21 SMART AGRICULTURE MARKET, BY AGRICULTURE TYPE, 2023–2028 (USD MILLION)
- TABLE 22 PRECISION FARMING: MARKET, BY TECHNOLOGY, 2019–2022 (USD MILLION)
- TABLE 23 PRECISION FARMING: MARKET, BY TECHNOLOGY, 2023–2028 (USD MILLION)
- TABLE 24 PRECISION FARMING: MARKET, BY FARM SIZE, 2019–2022 (USD MILLION)
- TABLE 25 PRECISION FARMING: MARKET, BY FARM SIZE, 2023–2028 (USD MILLION)
- TABLE 26 PRECISION FARMING: MARKET, BY REGION, 2019–2022 (USD MILLION)
- TABLE 27 PRECISION FARMING: MARKET, BY REGION, 2023–2028 (USD MILLION)
- TABLE 28 LIVESTOCK MONITORING: MARKET, BY FARM SIZE, 2019–2022 (USD MILLION)
- TABLE 29 LIVESTOCK MONITORING: MARKET, BY FARM SIZE, 2023–2028 (USD MILLION)
- TABLE 30 LIVESTOCK MONITORING: MARKET, BY REGION, 2019–2022 (USD MILLION)
- TABLE 31 LIVESTOCK MONITORING: MARKET, BY REGION, 2023–2028 (USD MILLION)
- TABLE 32 PRECISION AQUACULTURE: MARKET, BY REGION, 2019–2022 (USD MILLION)
- TABLE 33 PRECISION AQUACULTURE: MARKET, BY REGION, 2023–2028 (USD MILLION)
- TABLE 34 PRECISION FORESTRY: MARKET, BY TECHNOLOGY, 2019–2022 (USD MILLION)
- TABLE 35 PRECISION FORESTRY: MARKET, BY TECHNOLOGY, 2023–2028 (USD MILLION)
- TABLE 36 PRECISION FORESTRY: MARKET, BY REGION, 2019–2022 (USD MILLION)
- TABLE 37 PRECISION FORESTRY: MARKET, BY REGION, 2023–2028 (USD MILLION)
- TABLE 38 SMART GREENHOUSE: SMART AGRICULTURE MARKET, BY SUB-TYPE, 2019–2022 (USD MILLION)
- TABLE 39 SMART GREENHOUSE: MARKET, BY SUB-TYPE, 2023–2028 (USD MILLION)
- TABLE 40 SMART GREENHOUSE: MARKET, BY FARM SIZE, 2019–2022 (USD MILLION)
- TABLE 41 SMART GREENHOUSE: MARKET, BY FARM SIZE, 2023–2028 (USD MILLION)
- TABLE 42 SMART GREENHOUSE: MARKET, BY REGION, 2019–2022 (USD MILLION)
- TABLE 43 SMART GREENHOUSE: MARKET, BY REGION, 2023–2028 (USD MILLION)
- TABLE 44 OTHERS: MARKET, BY TYPE, 2019–2022 (USD MILLION)
- TABLE 45 OTHERS: MARKET, BY TYPE, 2023–2028 (USD MILLION)
- TABLE 46 OTHERS: MARKET, BY REGION, 2019–2022 (USD MILLION)
- TABLE 47 OTHERS: MARKET, BY REGION, 2023–2028 (USD MILLION)
- TABLE 48 MARKET, BY OFFERING, 2019–2022 (USD MILLION)
- TABLE 49 SMART AGRICULTURE MARKET, BY OFFERING, 2023–2028 (USD MILLION)
- TABLE 50 PRECISION FARMING: MARKET, BY OFFERING, 2019–2022 (USD MILLION)
- TABLE 51 PRECISION FARMING: MARKET, BY OFFERING, 2023–2028 (USD MILLION)
- TABLE 52 PRECISION FARMING HARDWARE: MARKET, BY HARDWARE TYPE, 2019–2022 (USD MILLION)
- TABLE 53 PRECISION FARMING HARDWARE: MARKET, BY HARDWARE TYPE, 2023–2028 (USD MILLION)
- TABLE 54 AUTOMATION AND CONTROL SYSTEMS: MARKET, BY DEVICE TYPE, 2019–2022 (USD MILLION)
- TABLE 55 AUTOMATION AND CONTROL SYSTEMS: MARKET, BY DEVICE TYPE, 2023–2028 (USD MILLION)
- TABLE 56 SENSING AND MONITORING DEVICES: MARKET, BY DEVICE TYPE, 2019–2022 (USD MILLION)
- TABLE 57 SENSING AND MONITORING DEVICES: MARKET, BY DEVICE TYPE, 2023–2028 (USD MILLION)
- TABLE 58 LIVESTOCK MONITORING: SMART AGRICULTURE MARKET, BY OFFERING, 2019–2022 (USD MILLION)
- TABLE 59 LIVESTOCK MONITORING: MARKET, BY OFFERING, 2023–2028 (USD MILLION)
- TABLE 60 LIVESTOCK MONITORING HARDWARE: MARKET, BY HARDWARE TYPE, 2019–2022 (USD MILLION)
- TABLE 61 LIVESTOCK MONITORING HARDWARE: MARKET, BY HARDWARE TYPE, 2023–2028 (USD MILLION)
- TABLE 62 LIVESTOCK MONITORING HARDWARE: MARKET, BY HARDWARE TYPE, 2019–2022 (MILLION UNITS)
- TABLE 63 LIVESTOCK MONITORING HARDWARE: MARKET, BY HARDWARE TYPE, 2023–2028 (MILLION UNITS)
- TABLE 64 PRECISION FORESTRY: MARKET, BY OFFERING, 2019–2022 (USD MILLION)
- TABLE 65 PRECISION FORESTRY: MARKET, BY OFFERING, 2023–2028 (USD MILLION)
- TABLE 66 PRECISION FORESTRY HARDWARE: SMART AGRICULTURE MARKET, BY HARDWARE TYPE, 2019–2022 (USD MILLION)
- TABLE 67 PRECISION FORESTRY HARDWARE: MARKET, BY HARDWARE TYPE, 2023–2028 (USD MILLION)
- TABLE 68 PRECISION AQUACULTURE: MARKET, BY OFFERING, 2019–2022 (USD MILLION)
- TABLE 69 PRECISION AQUACULTURE: MARKET, BY OFFERING, 2023–2028 (USD MILLION)
- TABLE 70 PRECISION AQUACULTURE HARDWARE: MARKET, BY HARDWARE TYPE, 2019–2022 (USD MILLION)
- TABLE 71 PRECISION AQUACULTURE HARDWARE: MARKET, BY HARDWARE TYPE, 2023–2028 (USD MILLION)
- TABLE 72 SMART GREENHOUSE: MARKET, BY OFFERING, 2019–2022 (USD MILLION)
- TABLE 73 SMART GREENHOUSE: MARKET, BY OFFERING, 2023–2028 (USD MILLION)
- TABLE 74 SMART GREENHOUSE HARDWARE: MARKET, BY HARDWARE TYPE, 2019–2022 (USD MILLION)
- TABLE 75 SMART GREENHOUSE HARDWARE: MARKET, BY HARDWARE TYPE, 2023–2028 (USD MILLION)
- TABLE 76 OTHERS: SMART AGRICULTURE MARKET, BY OFFERING, 2019–2022 (USD MILLION)
- TABLE 77 OTHERS: MARKET, BY OFFERING, 2023–2028 (USD MILLION)
- TABLE 78 PRECISION FARMING SOFTWARE: MARKET, BY DEPLOYMENT TYPE, 2019–2022 (USD MILLION)
- TABLE 79 PRECISION FARMING SOFTWARE: MARKET, BY DEPLOYMENT TYPE, 2023–2028 (USD MILLION)
- TABLE 80 LIVESTOCK MONITORING SOFTWARE: MARKET, BY DEPLOYMENT TYPE, 2019–2022 (USD MILLION)
- TABLE 81 LIVESTOCK MONITORING SOFTWARE: MARKET, BY DEPLOYMENT TYPE, 2023–2028 (USD MILLION)
- TABLE 82 PRECISION AQUACULTURE SOFTWARE: MARKET, BY DEPLOYMENT TYPE, 2019–2022 (USD MILLION)
- TABLE 83 PRECISION AQUACULTURE SOFTWARE: MARKET, BY DEPLOYMENT TYPE, 2023–2028 (USD MILLION)
- TABLE 84 PRECISION FORESTRY SOFTWARE: MARKET, BY DEPLOYMENT TYPE, 2019–2022 (USD MILLION)
- TABLE 85 PRECISION FORESTRY SOFTWARE: MARKET, BY DEPLOYMENT TYPE, 2023–2028 (USD MILLION)
- TABLE 86 SMART GREENHOUSE SOFTWARE: MARKET, BY DEPLOYMENT TYPE, 2019–2022 (USD MILLION)
- TABLE 87 SMART GREENHOUSE SOFTWARE: MARKET, BY DEPLOYMENT TYPE, 2023–2028 (USD MILLION)
- TABLE 88 OTHER SOFTWARE: SMART AGRICULTURE MARKET, BY DEPLOYMENT TYPE, 2019–2022 (USD MILLION)
- TABLE 89 OTHER SOFTWARE: MARKET, BY DEPLOYMENT TYPE, 2023–2028 (USD MILLION)
- TABLE 90 PRECISION FARMING SERVICES: MARKET, BY TYPE, 2019–2022 (USD MILLION)
- TABLE 91 PRECISION FARMING SERVICES: MARKET, BY TYPE, 2023–2028 (USD MILLION)
- TABLE 92 LIVESTOCK MONITORING SERVICES: MARKET, BY TYPE, 2019–2022 (USD MILLION)
- TABLE 93 LIVESTOCK MONITORING SERVICES: MARKET, BY TYPE, 2023–2028 (USD MILLION)
- TABLE 94 PRECISION AQUACULTURE SERVICES: MARKET, BY TYPE, 2019–2022 (USD MILLION)
- TABLE 95 PRECISION AQUACULTURE SERVICES: MARKET, BY TYPE, 2023–2028 (USD MILLION)
- TABLE 96 SMART GREENHOUSE SERVICES: MARKET, BY TYPE, 2019–2022 (USD MILLION)
- TABLE 97 SMART GREENHOUSE SERVICES: MARKET, BY TYPE, 2023–2028 (USD MILLION)
- TABLE 98 OTHER SERVICES: MARKET, BY TYPE, 2019–2022 (USD MILLION)
- TABLE 99 OTHER SERVICES: MARKET, BY TYPE, 2023–2028 (USD MILLION)
- TABLE 100 MARKET, BY FARM SIZE, 2019–2022 (USD MILLION)
- TABLE 101 SMART AGRICULTURE MARKET, BY FARM SIZE, 2023–2028 (USD MILLION)
- TABLE 102 LARGE FARMS: MARKET, BY REGION, 2019–2022 (USD MILLION)
- TABLE 103 LARGE FARMS: MARKET, BY REGION, 2023–2028 (USD MILLION)
- TABLE 104 MEDIUM-SIZED FARMS: MARKET, BY REGION, 2019–2022 (USD MILLION)
- TABLE 105 MEDIUM-SIZED FARMS: MARKET, BY REGION, 2023–2028 (USD MILLION)
- TABLE 106 SMALL FARMS: MARKET, BY REGION, 2019–2022 (USD MILLION)
- TABLE 107 SMALL FARMS: MARKET, BY REGION, 2023–2028 (USD MILLION)
- TABLE 108 MARKET, BY APPLICATION, 2019–2022 (USD MILLION)
- TABLE 109 MARKET, BY APPLICATION, 2023–2028 (USD MILLION)
- TABLE 110 PRECISION FARMING: MARKET, BY SUB-APPLICATION, 2019–2022 (USD MILLION)
- TABLE 111 PRECISION FARMING: MARKET, BY SUB-APPLICATION, 2023–2028 (USD MILLION)
- TABLE 112 BENEFITS OF YIELD MONITORING
- TABLE 113 LIVESTOCK MONITORING: MARKET, BY SUB-APPLICATION, 2019–2022 (USD MILLION)
- TABLE 114 LIVESTOCK MONITORING: MARKET, BY SUB-APPLICATION, 2023–2028 (USD MILLION)
- TABLE 115 PRECISION AQUACULTURE: MARKET, BY SUB-APPLICATION, 2019–2022 (USD MILLION)
- TABLE 116 PRECISION AQUACULTURE: MARKET, BY SUB-APPLICATION, 2023–2028 (USD MILLION)
- TABLE 117 PRECISION FORESTRY MARKET, BY SUB-APPLICATION, 2019–2022 (USD MILLION)
- TABLE 118 PRECISION FORESTRY MARKET, BY SUB-APPLICATION, 2023–2028 (USD MILLION)
- TABLE 119 SMART GREENHOUSE: MARKET, BY SUB-APPLICATION, 2019–2022 (USD MILLION)
- TABLE 120 SMART GREENHOUSE: MARKET, BY SUB-APPLICATION, 2023–2028 (USD MILLION)
- TABLE 121 SMART AGRICULTURE MARKET, BY REGION, 2019–2022 (USD MILLION)
- TABLE 122 MARKET, BY REGION, 2023–2028 (USD MILLION)
- TABLE 123 AMERICAS: MARKET, BY REGION, 2019–2022 (USD MILLION)
- TABLE 124 AMERICAS: MARKET, BY REGION, 2023–2028 (USD MILLION)
- TABLE 125 AMERICAS: MARKET, BY OFFERING, 2019–2022 (USD MILLION)
- TABLE 126 AMERICAS: MARKET, BY OFFERING, 2023–2028 (USD MILLION)
- TABLE 127 AMERICAS: MARKET, BY AGRICULTURE TYPE, 2019–2022 (USD MILLION)
- TABLE 128 AMERICAS: MARKET, BY AGRICULTURE TYPE, 2023–2028 (USD MILLION)
- TABLE 129 NORTH AMERICA: MARKET, BY COUNTRY, 2019–2022 (USD MILLION)
- TABLE 130 NORTH AMERICA: MARKET, BY COUNTRY, 2023–2028 (USD MILLION)
- TABLE 131 NORTH AMERICA: MARKET, BY OFFERING, 2019–2022 (USD MILLION)
- TABLE 132 NORTH AMERICA: MARKET, BY OFFERING, 2023–2028 (USD MILLION)
- TABLE 133 SOUTH AMERICA: MARKET, BY COUNTRY, 2019–2022 (USD MILLION)
- TABLE 134 SOUTH AMERICA: MARKET, BY COUNTRY, 2023–2028 (USD MILLION)
- TABLE 135 SOUTH AMERICA: MARKET, BY OFFERING, 2019–2022 (USD MILLION)
- TABLE 136 SOUTH AMERICA: MARKET, BY OFFERING, 2023–2028 (USD MILLION)
- TABLE 137 EUROPE: MARKET, BY COUNTRY, 2019–2022 (USD MILLION)
- TABLE 138 EUROPE: MARKET, BY COUNTRY, 2023–2028 (USD MILLION)
- TABLE 139 EUROPE: MARKET, BY OFFERING, 2019–2022 (USD MILLION)
- TABLE 140 EUROPE: MARKET, BY OFFERING, 2023–2028 (USD MILLION)
- TABLE 141 EUROPE: MARKET, BY AGRICULTURE TYPE, 2019–2022 (USD MILLION)
- TABLE 142 EUROPE: MARKET, BY AGRICULTURE TYPE, 2023–2028 (USD MILLION)
- TABLE 143 ASIA PACIFIC: SMART AGRICULTURE MARKET, BY COUNTRY, 2019–2022 (USD MILLION)
- TABLE 144 ASIA PACIFIC: MARKET, BY COUNTRY, 2023–2028 (USD MILLION)
- TABLE 145 ASIA PACIFIC: MARKET, BY OFFERING, 2019–2022 (USD MILLION)
- TABLE 146 ASIA PACIFIC: MARKET, BY OFFERING, 2023–2028 (USD MILLION)
- TABLE 147 ASIA PACIFIC: MARKET, BY AGRICULTURE TYPE, 2019–2022 (USD MILLION)
- TABLE 148 ASIA PACIFIC: MARKET, BY AGRICULTURE TYPE, 2023–2028 (USD MILLION)
- TABLE 149 ROW: MARKET, BY REGION/COUNTRY, 2019–2022 (USD MILLION)
- TABLE 150 ROW: MARKET, BY REGION/COUNTRY, 2023–2028 (USD MILLION)
- TABLE 151 ROW: MARKET, BY OFFERING, 2019–2022 (USD MILLION)
- TABLE 152 ROW: MARKET, BY OFFERING, 2023–2028 (USD MILLION)
- TABLE 153 ROW: MARKET, BY AGRICULTURE TYPE, 2019–2022 (USD MILLION)
- TABLE 154 ROW: MARKET, BY AGRICULTURE TYPE, 2023–2028 (USD MILLION)
- TABLE 155 REVIEW OF STRATEGIES ADOPTED BY KEY SMART AGRICULTURE MANUFACTURERS
- TABLE 156 MARKET SHARE ANALYSIS OF TOP FIVE COMPANIES, 2022
- TABLE 157 COMPANY OFFERING FOOTPRINT
- TABLE 158 COMPANY APPLICATION FOOTPRINT
- TABLE 159 COMPANY REGION FOOTPRINT
- TABLE 160 COMPANY OVERALL FOOTPRINT
- TABLE 161 SMART AGRICULTURE MARKET: DETAILED LIST OF KEY STARTUPS/SMES
- TABLE 162 MARKET: COMPETITIVE BENCHMARKING OF KEY PLAYERS (STARTUPS/SMES)
- TABLE 163 PRODUCT LAUNCHES AND DEVELOPMENTS, 2020–2022
- TABLE 164 DEALS, 2020–2022
- TABLE 165 OTHERS, 2020–2022
- TABLE 166 DEERE & COMPANY: BUSINESS OVERVIEW
- TABLE 167 DEERE & COMPANY: PRODUCT LAUNCHES
- TABLE 168 DEERE & COMPANY: DEALS
- TABLE 169 TRIMBLE INC.: BUSINESS OVERVIEW
- TABLE 170 TRIMBLE INC.: PRODUCT LAUNCHES
- TABLE 171 TRIMBLE INC.: DEALS
- TABLE 172 AGCO CORPORATION: BUSINESS OVERVIEW
- TABLE 173 AGCO CORPORATION: PRODUCT LAUNCHES
- TABLE 174 AGCO CORPORATION: DEALS
- TABLE 175 AGCO CORPORATION: OTHERS
- TABLE 176 TOPCON POSITIONING SYSTEMS: BUSINESS OVERVIEW
- TABLE 177 TOPCON POSITIONING SYSTEMS: PRODUCT LAUNCHES
- TABLE 178 TOPCON POSITIONING SYSTEMS: DEALS
- TABLE 179 TOPCON POSITIONING SYSTEMS: OTHERS
- TABLE 180 DELAVAL: BUSINESS OVERVIEW
- TABLE 181 DELAVAL: PRODUCT LAUNCHES
- TABLE 182 DELAVAL: DEALS
- TABLE 183 AKVA GROUP: BUSINESS OVERVIEW
- TABLE 184 AKVA GROUP: DEALS
- TABLE 185 ALLFLEX LIVESTOCK INTELLIGENCE: BUSINESS OVERVIEW
- TABLE 186 ALLFLEX LIVESTOCK INTELLIGENCE: PRODUCT LAUNCHES
- TABLE 187 ALLFLEX LIVESTOCK INTELLIGENCE: DEALS
- TABLE 188 ALLFLEX LIVESTOCK INTELLIGENCE: OTHERS
- TABLE 189 INNOVASEA SYSTEMS INC.: BUSINESS OVERVIEW
- TABLE 190 INNOVASEA SYSTEMS INC.: PRODUCT LAUNCHES
- TABLE 191 INNOVASEA SYSTEMS INC.: DEALS
- TABLE 192 INNOVASEA SYSTEMS INC.: OTHERS
- TABLE 193 AFIMILK LTD.: BUSINESS OVERVIEW
- TABLE 194 AFIMILK LTD.: DEALS
- TABLE 195 HELIOSPECTRA AB: BUSINESS OVERVIEW
- TABLE 196 HELIOSPECTRA AB: PRODUCT LAUNCHES
- TABLE 197 HELIOSPECTRA AB: DEALS
- FIGURE 1 SMART AGRICULTURE MARKET: RESEARCH DESIGN
- FIGURE 2 MARKET SIZE ESTIMATION METHODOLOGY: APPROACH 1 – TOP-DOWN (SUPPLY SIDE): REVENUES GENERATED BY COMPANIES FROM SALES OF SMART AGRICULTURE SOLUTIONS
- FIGURE 3 MARKET SIZE ESTIMATION METHODOLOGY: APPROACH 1 – TOP-DOWN (SUPPLY SIDE): ILLUSTRATION OF REVENUE ESTIMATIONS FOR DEERE & COMPANY IN MARKET
- FIGURE 4 MARKET SIZE ESTIMATION METHODOLOGY: BOTTOM-UP APPROACH
- FIGURE 5 MARKET SIZE ESTIMATION METHODOLOGY: TOP-DOWN APPROACH
- FIGURE 6 DATA TRIANGULATION
- FIGURE 7 GROWTH PROJECTION OF MARKET IN PRE- AND POST-RECESSION SCENARIOS
- FIGURE 8 SERVICES SEGMENT TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD
- FIGURE 9 PRECISION FARMING SEGMENT TO LEAD SMART AGRICULTURE MARKET FROM 2023 TO 2028
- FIGURE 10 SMALL FARMS TO EXHIBIT HIGHEST CAGR DURING FORECAST PERIOD
- FIGURE 11 ASIA PACIFIC TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD
- FIGURE 12 RISING GLOBAL POPULATION AND EMERGENCE OF AGRICULTURE 4.0 TO FUEL MARKET GROWTH
- FIGURE 13 HARDWARE SEGMENT TO DOMINATE MARKET DURING FORECAST PERIOD
- FIGURE 14 PRECISION FARMING PROJECTED TO LEAD MARKET FROM 2023 TO 2028
- FIGURE 15 MEDIUM-SIZED FARMS TO DOMINATE MARKET DURING FORECAST PERIOD
- FIGURE 16 AMERICAS TO CAPTURE LARGEST MARKET SHARE FROM 2023 TO 2028
- FIGURE 17 CHINA TO REGISTER FASTEST GROWTH DURING FORECAST PERIOD
- FIGURE 18 EVOLUTION OF SMART AGRICULTURE
- FIGURE 19 SMART AGRICULTURE MARKET: DRIVERS, RESTRAINTS, OPPORTUNITIES, AND CHALLENGES
- FIGURE 20 GLOBAL CONSUMPTION OF MAJOR FIELD CROPS, 2005–2050
- FIGURE 21 MARKET: DRIVERS AND THEIR IMPACT
- FIGURE 22 MARKET: RESTRAINTS AND THEIR IMPACT
- FIGURE 23 TOTAL NUMBER OF PARTICIPANTS IN VEGANUARY PROGRAM, 2014–2022
- FIGURE 24 GLOBAL MILKING ROBOTS INSTALLED BASE, 2017–2030 (UNITS)
- FIGURE 25 MARKET: OPPORTUNITIES AND THEIR IMPACT
- FIGURE 26 TOTAL PRICE OF FEED (INDEX), 2011–2023
- FIGURE 27 MARKET: CHALLENGES AND THEIR IMPACT
- FIGURE 28 MARKET: SUPPLY CHAIN ANALYSIS
- FIGURE 29 SMART AGRICULTURE ECOSYSTEM
- FIGURE 30 AVERAGE SELLING PRICE TREND FOR SMART AGRICULTURE HARDWARE OFFERINGS, 2019–2028 (USD)
- FIGURE 31 PRECISION FARMING DATA ANALYTICS SERVICE COST PER HECTARE FOR DIFFERENT FARM SIZES IN 2021
- FIGURE 32 REVENUE SHIFT IN SMART AGRICULTURE MARKET
- FIGURE 33 INCREASING USE OF M2M SOLUTIONS IN AGRICULTURE—LEADING TREND AMONG KEY MARKET PLAYERS
- FIGURE 34 BLOCKCHAIN AND AI IN LIVESTOCK MONITORING
- FIGURE 35 MARKET: PORTER’S FIVE FORCES ANALYSIS
- FIGURE 36 INFLUENCE OF STAKEHOLDERS IN BUYING PROCESS, BY APPLICATION
- FIGURE 37 KEY BUYING CRITERIA, BY APPLICATION
- FIGURE 38 MARKET: IMPORT DATA FOR MAJOR COUNTRIES, 2017–2021
- FIGURE 39 SMART AGRICULTURE: EXPORT DATA FOR MAJOR COUNTRIES, 2017–2021
- FIGURE 40 TOP 10 COMPANIES WITH HIGHEST NO. OF PATENTS IN LAST 10 YEARS
- FIGURE 41 JURISDICTION ANALYSIS
- FIGURE 42 AGRICULTURE SUBSIDIES IN CHINA AND OTHER MAJOR COUNTRIES (% OF TOTAL GDP)
- FIGURE 43 TOTAL AGRICULTURE LAND UNDER CULTIVATION, 2012–2022 (MILLION HA)
- FIGURE 44 AGRICULTURE EXPORT VALUE, BY PRODUCT, 2020 VS. 2021 (USD MILLION)
- FIGURE 45 AGRICULTURE IMPORT VALUE, BY PRODUCT, 2020 VS. 2021 (USD MILLION)
- FIGURE 46 TOTAL AGRICULTURAL LAND UNDER CULTIVATION IN SPAIN, 2013–2020 (MILLION HA)
- FIGURE 47 SHARE OF MAJOR AGRICULTURE PRODUCTS IN SPAIN
- FIGURE 48 IMPORT AND EXPORT VALUE OF AGRICULTURE PRODUCTS IN SPAIN, 2021 (USD MILLION)
- FIGURE 49 TOTAL AGRICULTURE LAND UNDER CULTIVATION, 2013–2020 (MILLION HA)
- FIGURE 50 DIFFERENT TECHNOLOGIES IN SMART AGRICULTURE
- FIGURE 51 SMART AGRICULTURE MARKET, BY AGRICULTURE TYPE
- FIGURE 52 PRECISION FARMING EXPECTED TO DOMINATE MARKET FROM 2023 TO 2028
- FIGURE 53 VARIABLE RATE TECHNOLOGY TO REGISTER HIGHEST CAGR FROM 2023 TO 2028
- FIGURE 54 ASIA PACIFIC TO WITNESS HIGHEST CAGR DURING FORECAST PERIOD
- FIGURE 55 CUT-TO-LENGTH (CTL) TECHNOLOGY TO CAPTURE LARGEST SHARE OF PRECISION FORESTRY MARKET FROM 2023 TO 2028
- FIGURE 56 ORCHID FARMING SEGMENT TO REGISTER HIGHEST CAGR FROM 2023 TO 2028
- FIGURE 57 MARKET, BY OFFERING
- FIGURE 58 SERVICES SEGMENT TO WITNESS HIGHEST CAGR FROM 2023 TO 2028
- FIGURE 59 DRONES TO ACCOUNT FOR LARGEST SHARE OF AUTOMATION AND CONTROL SYSTEMS MARKET FROM 2023 TO 2028
- FIGURE 60 RFID TAGS AND READERS TO CAPTURE LARGEST SHARE OF LIVESTOCK MONITORING HARDWARE MARKET DURING FORECAST PERIOD
- FIGURE 61 HARDWARE SEGMENT TO LEAD PRECISION FORESTRY APPLICATIONS IN MARKET IN 2023
- FIGURE 62 MONITORING DEVICES TO LEAD PRECISION AQUACULTURE HARDWARE MARKET FROM 2023 TO 2028
- FIGURE 63 MARKET, BY FARM SIZE
- FIGURE 64 MEDIUM-SIZED FARMS TO CAPTURE LARGEST SHARE OF MARKET DURING FORECASAT PERIOD
- FIGURE 65 AMERICAS EXPECTED TO LEAD MARKET FOR LARGE FARMS FROM 2023 TO 2028
- FIGURE 66 ASIA PACIFIC TO REGISTER FASTEST GROWTH RATE FOR MEDIUM-SIZED FARMS FROM 2023 TO 2028
- FIGURE 67 AMERICAS TO LEAD MARKET FOR SMALL FARMS DURING FORECAST PERIOD
- FIGURE 68 SMART AGRICULTURE MARKET, BY APPLICATION
- FIGURE 69 PRECISION FARMING SEGMENT TO ACCOUNT FOR LARGEST SHARE OF MARKET IN 2023
- FIGURE 70 YIELD MONITORING SEGMENT TO LEAD MARKET FOR PRECISION FARMING APPLICATIONS FROM 2023 TO 2028
- FIGURE 71 BREEDING MANAGEMENT SEGMENT OF LIVESTOCK MONITORING TO CAPTURE LARGEST MARKET SHARE DURING FORECAST PERIOD
- FIGURE 72 FEEDING MANAGEMENT TO LEAD PRECISION AQUACULTURE MARKET FROM 2023 TO 2028
- FIGURE 73 HVAC MANAGEMENT TO CAPTURE LARGEST SHARE OF SMART GREENHOUSE MARKET
- FIGURE 74 REGIONAL CLASSIFICATION OF MARKET
- FIGURE 75 ASIA PACIFIC TO WITNESS HIGHEST CAGR IN MARKET DURING FORECAST PERIOD
- FIGURE 76 AMERICAS: MARKET SNAPSHOT
- FIGURE 77 US TO ACCOUNT FOR LARGEST SHARE OF MARKET IN 2023
- FIGURE 78 BRAZIL TO CAPTURE LARGEST MARKET SHARE IN 2023
- FIGURE 79 EUROPE: MARKET SNAPSHOT
- FIGURE 80 GERMANY TO ACCOUNT FOR LARGEST MARKET SHARE DURING FORECAST PERIOD
- FIGURE 81 ASIA PACIFIC: SMART AGRICULTURE MARKET SNAPSHOT
- FIGURE 82 CHINA TO REGISTER HIGHEST CAGR IN MARKET DURING FORECAST PERIOD
- FIGURE 83 MARKET SHARE ANALYSIS OF TOP FIVE PLAYERS IN MARKET, 2022
- FIGURE 84 FIVE-YEAR REVENUE ANALYSIS OF TOP FOUR PLAYERS IN MARKET, 2018–2022
- FIGURE 85 COMPANY EVALUATION QUADRANT, 2022
- FIGURE 86 STARTUPS/SMES EVALUATION QUADRANT, 2022
- FIGURE 87 DEERE & COMPANY: COMPANY SNAPSHOT
- FIGURE 88 TRIMBLE INC.: COMPANY SNAPSHOT
- FIGURE 89 AGCO CORPORATION: COMPANY SNAPSHOT
- FIGURE 90 DELAVAL: COMPANY SNAPSHOT
- FIGURE 91 AKVA GROUP: COMPANY SNAPSHOT
- FIGURE 92 HELIOSPECTRA AB: COMPANY SNAPSHOT
The study involved four major activities in estimating the size of the smart agriculture market. Exhaustive secondary research was done to collect information on the market. The next step was to validate these findings, assumptions, and sizing with smart agriculture industry experts across the supply chain through primary research. Both top-down and bottom-up approaches were employed to estimate the total market’s size. After that, market breakdown and data triangulation were used to determine the market sizes of segments and sub-segments.
Secondary Research
In the secondary research process, various secondary sources have been referred to identify and collect information relevant to this study. The secondary sources include annual reports, press releases, and investor presentations of companies; white papers, certified publications, and articles from recognized authors; directories; and databases. Secondary research has been mainly conducted to obtain key information about the industry's supply chain, value chain of the market, the total pool of key players, market classification and segmentation according to smart agriculture industry trends, geographic markets, and key developments from both market- and technology-oriented perspectives.
Primary Research
Extensive primary research has been conducted after understanding and analyzing the smart agriculture market scenario through secondary research. Several primary interviews have been conducted with key opinion leaders from both the demand- and supply-side vendors across four major regions—Americas, Europe, Asia Pacific, and Rest of the World (Russia, the Middle East, and Africa). Approximately 25% of the primary interviews have been conducted with the demand side and 75% with the supply side. This primary data has been collected mainly through telephonic interviews, which consists 80% of total primary interviews; however, questionnaires and e-mails have also been used to collect the data.
After interacting with smart agriculture industry experts, brief sessions were conducted with highly experienced independent consultants to reinforce the findings from our primaries. This, along with the in-house subject matter experts’ opinions, has led us to the findings as described in the remainder of this report.
To know about the assumptions considered for the study, download the pdf brochure
Market Size Estimation
The bottom-up approach has been employed to determine the overall size of the smart agriculture market from the cost incurred by key players and their revenue contribution to the market. The global market size has been validated through primary interviews with smart agriculture industry stakeholders and subject matter experts.
- Entities in the smart agriculture value chain that influence the entire smart agriculture industry were identified
- Analyzing all major companies offering smart agriculture solutions and related services
- Estimating the market for smart agriculture by offering, agriculture type, farm size, and application
- Tracking the ongoing and upcoming developments in smart agriculture applications and forecasting the market based on these developments and other critical parameters
- Undertaking multiple discussions with key opinion leaders to understand the implementation of smart agriculture solutions and their services, which helped analyze the impact of developments undertaken by each major company to increase their share in the smart agriculture market
- Verifying and crosschecking estimates at every level with key opinion leaders, including chief executive officers (CEOs), directors, and operation managers, and then finally with the domain experts at MarketsandMarkets
- Studying various paid and unpaid sources of information such as annual reports, press releases, white papers, and databases for the company- and region-specific developments undertaken in the smart agriculture market
In the top-down approach, the overall market size has been used to estimate the size of the individual markets (mentioned in the market segmentation) through percentage splits obtained from the secondary and primary research processes.
- Focusing initially on the investments and expenditures undertaken in the ecosystem of smart agriculture; the further split is provided on the basis of new installations, upgrades of smart agriculture products and solutions, and key developments in key market areas
- Identifying key players in the smart agriculture market based on smart agriculture hardware, services, and software solutions as well as their applications and verifying the findings through secondary research and brief discussions with smart agriculture industry experts.
- Analyzing revenues, product mix, geographic presence, and key end-use applications of smart agriculture to estimate and arrive at the percentage splits
- Discussing these splits with smart agriculture industry experts to validate the information and identify key growth pockets across all major segments
- Breaking down the total market based on verified splits and key growth pockets across all segments
Data Triangulation
After arriving at the overall size of the smart agriculture market through the process explained above, the total market has been split into several segments and sub-segments. Market breakdown and data triangulation procedures have been employed, wherever applicable, to complete the overall market engineering process and arrive at the exact statistics for all segments and sub-segments. The data has been triangulated by studying various factors and trends from the demand and supply sides. The market has also been validated using the top-down and bottom-up approaches.
Report Objectives:
- To define, describe, segment, and forecast the smart agriculture market, by agriculture type, offering, application, farm size, and region, in terms of value
- To describe and forecast the smart agriculture market in four key regions: Americas, Europe, Asia Pacific (APAC), and Rest of the World (RoW), in terms of value
- To forecast the smart agriculture market for RFID tags used for livestock monitoring applications, in terms of volume
- To provide detailed information regarding the drivers, restraints, opportunities, and challenges influencing the growth of the smart agriculture market
- To study the complete supply chain of the smart agriculture market and provide detailed information regarding Porter's five forces, technology trends, product pricing trade, use cases, and import and export trends pertaining to the smart agriculture market
- To provide a detailed impact of the recession on the global smart agriculture market
- To analyze opportunities in the market for stakeholders by identifying high-growth segments of the smart agriculture ecosystem
- To strategically profile the key players and comprehensively analyze their market position in terms of ranking and core competencies2, along with detailing the competitive landscape of the market
- To analyze micromarkets1 with respect to individual growth trends, prospects, and contributions to the overall market
- To analyze strategic approaches, such as product launches, contracts, agreements, alliances, collaborations, joint ventures, partnerships, expansions, investments, and acquisitions, in the market
Available Customizations:
With the given market data, MarketsandMarkets offers customizations according to the company’s specific needs. The following customization options are available for the report:
- Detailed analysis and profiling of additional market players based on various blocks of the supply chain
Growth opportunities and latent adjacency in Smart Agriculture Market
Dairy farm automation and livestock monitoring management have picked up its growth in recent years. Application such as early detection of diseases and feeding management is of focus area for ranchers and farm owners. Have you covered these applications for livestock industry in your reserach survey?
"Adoption of technologies such as GPS, IoT, remote sensing and AI has witnessed substantial adoption in recent years. I am looking for application areas like Yield monitoring, crop scouting, harvesting management, and crop health analytics."
I would like to procure data with breakdown for Asian countries for the smart agricultural report.
I'm working now on the smart farming in the hay and straw market, if you have something in this topic ill might be interested
Have you include aquaculturetechnology in your scope or it is just limited to precision agriculture industry ?