Agriculture IoT Market with COVID-19 Impact Analysis by Hardware, Application (Precision Farming, Precision Forestry, Precision Livestock, Precision Aquaculture, Smart Greenhouse), Farm Size, Production Stage, and Geography - Global Forecast to 2026

Table of Contents

1.... INTRODUCTION

1.1             STUDY OBJECTIVES
1.2             MARKET DEFINITION
1.2.1              INCLUSIONS AND EXCLUSIONS
1.3             STUDY SCOPE
1.3.1              MARKETS COVERED.. 42
1.3.2              GEOGRAPHIC SCOPE. 42
1.3.3              YEARS CONSIDERED.. 43
1.4             CURRENCY
1.5             LIMITATIONS
1.6             SUMMARY OF CHANGES
1.7             STAKEHOLDERS

2.... RESEARCH METHODOLOGY

2.1             RESEARCH DATA
・        FIGURE 1............. AGRICULTURE IOT MARKET: RESEARCH DESIGN
2.1.1              SECONDARY DATA
2.1.1.1            LIST OF MAJOR SECONDARY SOURCES
2.1.1.2            KEY DATA FROM SECONDARY SOURCES
2.1.2              PRIMARY DATA
2.1.2.1            PRIMARY INTERVIEWS WITH EXPERTS
2.1.2.2            LIST OF KEY PRIMARY INTERVIEW PARTICIPANTS
2.1.2.3            BREAKDOWN OF PRIMARIES
2.1.2.4            PRIMARY SOURCES
2.1.3              SECONDARY AND PRIMARY RESEARCH
2.1.3.1            KEY INDUSTRY INSIGHTS
2.2             MARKET SIZE ESTIMATION
2.2.1              BOTTOM-UP APPROACH
2.2.1.1            APPROACH FOR CAPTURING MARKET SIZE BY BOTTOM-UP ANALYSIS
・        FIGURE 2........................................... BOTTOM-UP APPROACH
2.2.2              TOP-DOWN APPROACH.. 53
2.2.2.1            APPROACH FOR CAPTURING MARKET SIZE BY TOP-DOWN ANALYSIS
・        FIGURE 3............................................ TOP-DOWN APPROACH.. 53
2.2.3              AGRICULTURE IOT MARKET: DEMAND-SIDE ANALYSIS
・        FIGURE 4............... DEMAND-SIDE MARKET SIZE ESTIMATION FOR AGRICULTURE IOT MARKET (PRECISION AQUACULTURE VERTICAL). 54
・        FIGURE 5............... DEMAND-SIDE MARKET SIZE ESTIMATION FOR AGRICULTURE IOT MARKET (PRECISION LIVESTOCK VERTICAL)

2.2.4              AGRICULTURE IOT MARKET: SUPPLY-SIDE ANALYSIS
・        FIGURE 6. SUPPLY-SIDE MARKET SIZE ESTIMATION FOR PRECISION AQUACULTURE
・        FIGURE 7 MARKET SIZE ESTIMATION: SUPPLY-SIDE APPROACH FOR PRECISION LIVESTOCK
2.2.5              GROWTH FORECAST ASSUMPTIONS
・        TABLE 1.. REMOTE SENSING TECHNOLOGY PENETRATION IN MAJOR COUNTRIES
2.3             MARKET BREAKDOWN AND DATA TRIANGULATION
・        FIGURE 8............................................. DATA TRIANGULATION
2.4             RESEARCH ASSUMPTIONS

3.... EXECUTIVE SUMMARY

・        FIGURE 9... AGRICULTURE IOT MARKET: POST-COVID-19 SCENARIO ANALYSIS,
2017–2026 (USD MILLION)
3.1             REALISTIC SCENARIO (POST-COVID-19)
3.2             OPTIMISTIC SCENARIO (POST-COVID-19)
3.3             PESSIMISTIC SCENARIO (POST-COVID-19)
・        FIGURE 10.. AUTOMATION & CONTROL SYSTEM SEGMENT TO GROW AT HIGHER CAGR IN AGRICULTURE IOT MARKET FOR PRECISION FARMING HARDWARE DURING FORECAST PERIOD
・        FIGURE 11... PRECISION FARMING APPLICATION TO HOLD LARGEST SHARE OF AGRICULTURE IOT MARKET DURING FORECAST PERIOD
・        FIGURE 12 AGRICULTURE IOT MARKET FOR SMALL FARMS TO GROW AT HIGHEST CAGR FROM 2021 TO 2026
・        FIGURE 13.... PRODUCTION PLANNING SEGMENT TO ACCOUNT FOR LARGEST SIZE OF AGRICULTURE IOT MARKET FROM 2021 TO 2026
・        FIGURE 14 AGRICULTURE IOT MARKET IN SOUTH AMERICA TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD

4.... PREMIUM INSIGHTS

4.1             ATTRACTIVE GROWTH OPPORTUNITIES IN GLOBAL AGRICULTURE IOT MARKET
・        FIGURE 15........... INCREASING ADOPTION OF IOT TECHNOLOGY BY FARMERS AND GROWERS IS DRIVING AGRICULTURE IOT MARKET GROWTH
4.2             AGRICULTURE IOT MARKET IN APAC, BY APPLICATION AND COUNTRY
・        FIGURE 16... PRECISION FARMING AND AUSTRALIA HELD LARGEST SHARE OF AGRICULTURE IOT MARKET IN APAC IN 2020, BY APPLICATION AND COUNTRY, RESPECTIVELY
4.3             AGRICULTURE IOT MARKET, BY HARDWARE TYPE
・        FIGURE 17. SENSORS TO HOLD LARGEST SIZE OF AGRICULTURE IOT MARKET FOR PRECISION AQUACULTURE DURING FORECAST PERIOD.. 68
4.4             AGRICULTURE IOT MARKET, BY APPLICATION
・        FIGURE 18.......... PRECISION FARMING TO HOLD LARGEST SIZE OF AGRICULTURE IOT MARKET DURING FORECAST PERIOD
4.5             AGRICULTURE IOT MARKET, BY FARM SIZE
・        FIGURE 19 AGRICULTURE IOT MARKET FOR SMALL FARMS TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD

4.6             AGRICULTURE IOT MARKET, BY PRODUCTION PLANNING STAGE
・        FIGURE 20........... PRODUCTION STAGE TO HOLD LARGEST SIZE OF AGRICULTURE IOT MARKET DURING FORECAST PERIOD
4.7             REGIONAL ANALYSIS OF AGRICULTURE IOT MARKET
・        FIGURE 21.............. AMERICAS TO BE LARGEST SHAREHOLDER IN AGRICULTURE IOT MARKET FROM 2021 TO 2026

5.... MARKET OVERVIEW

5.1             INTRODUCTION
5.2             MARKET DYNAMICS
・        FIGURE 22...... AGRICULTURE IOT MARKET: DRIVERS, RESTRAINTS, OPPORTUNITIES, AND CHALLENGES
5.2.1              DRIVERS
5.2.1.1            STRONG GOVERNMENT SUPPORT FOR PROMOTING USE OF PRECISION FARMING TECHNIQUES
5.2.1.2            INCREASING ADOPTION OF IOT AND AI FOR VARIOUS AGRICULTURAL APPLICATIONS
・        FIGURE 23.... LIVESTOCK RFID TAGS INSTALLED BASE, 2018–2032 (MILLION UNITS)
5.2.1.3            RISE IN NUMBER OF INDUSTRIAL-SCALE INDOOR FARMS TO MEET INCREASING DEMAND FOR FOOD, AS WELL AS LACK OF ARABLE LAND
・        FIGURE 24 POPULATION VS. ARABLE LAND STATISTICS, 1950–2050
5.2.1.4            SURGING ADOPTION OF AQUACULTURE MONITORING AND FEED OPTIMIZATION DEVICES IN DEVELOPING COUNTRIES
5.2.1.5            INCREASED ADOPTION OF VRT, REMOTE SENSING, AND GUIDANCE TECHNOLOGIES BY FARMERS WORLDWIDE
5.2.1.6            INCREASING FOCUS ON REAL-TIME MONITORING AND EARLY DISEASE DETECTION
・        FIGURE 25.... IMPACT ANALYSIS OF DRIVERS ON AGRICULTURE IOT MARKET
5.2.2              RESTRAINTS
5.2.2.1            HIGH UPFRONT COST FOR DEPLOYMENT OF MODERN AGRICULTURAL EQUIPMENT
・        FIGURE 26.. PRICE TREND OF AUTOMATED MILKING ROBOTS, (USD THOUSAND),
2017–2025
5.2.2.2            LACK OF TECHNICAL KNOWLEDGE AND SKILLS AMONG FARMERS
5.2.2.3            FRAGMENTED AGRICULTURE INDUSTRY
・        FIGURE 27 IMPACT ANALYSIS OF RESTRAINTS ON AGRICULTURE IOT MARKET
5.2.3              OPPORTUNITIES
5.2.3.1            GROWING ADOPTION OF UAVS OR DRONES IN AGRICULTURAL FARMS
5.2.3.2            RISING ADOPTION OF LIVESTOCK MONITORING SOLUTIONS IN DEVELOPING COUNTRIES
・        TABLE 2................................. GLOBAL TECHNOLOGY ADOPTION
・        FIGURE 28...... GLOBAL MILKING ROBOTS INSTALLED BASE, 2017–2030 (UNITS)
5.2.3.3            GROWING POPULARITY OF POULTRY ROBOTS AND BSC SMART CAMERAS
5.2.3.4            INCREASING NUMBER OF CAGE-BASED FARMS IN DEVELOPING REGIONS SUCH AS INDIA, CHINA, AND SOUTH EAST ASIAN COUNTRIES
・        FIGURE 29.......... SHARE OF MAJOR CAGE-BASED AQUACULTURE-PRODUCING COUNTRIES, 2018
・        FIGURE 30.... AQUACULTURE PRODUCTION EXPECTED TO SURPASS WILD-CAUGHT FISH PRODUCTION BY 2024
5.2.3.5            INTRODUCTION OF AGRICULTURE-SPECIFIC SMARTPHONE APPLICATIONS
・        FIGURE 31 IMPACT ANALYSIS OF OPPORTUNITIES ON AGRICULTURE IOT MARKET
5.2.4              CHALLENGES
5.2.4.1            UNAVAILABILITY OF SIMPLE AND STANDARDIZED DATA MANAGEMENT AND DATA AGGREGATION TOOLS
5.2.4.2            EMERGENCE AND RE-EMERGENCE OF DISEASES AND ENVIRONMENTAL CONCERNS. 86
・        FIGURE 32... IMPACT ANALYSIS OF CHALLENGES ON AGRICULTURE IOT MARKET
5.3             TRENDS/DISRUPTIONS IMPACTING CUSTOMER’S BUSINESS
5.3.1              REVENUE SHIFT & NEW REVENUE POCKETS FOR AGRICULTURE IOT HARDWARE MANUFACTURERS
・        FIGURE 33........... REVENUE SHIFT FOR AGRICULTURE IOT MARKET

6.... INDUSTRY TRENDS

6.1             INTRODUCTION
6.2             VALUE CHAIN ANALYSIS
・        FIGURE 34..... VALUE CHAIN ANALYSIS: AGRICULTURE IOT MARKET
6.2.1              MAJOR STAKEHOLDERS IN AGRICULTURE IOT MARKET
6.2.2              SUPPLY CHAIN ANALYSIS
・        FIGURE 35................. SUPPLY CHAIN: AGRICULTURE IOT MARKET
・        TABLE 3..................... AGRICULTURE IOT MARKET: SUPPLY CHAIN
6.3             TECHNOLOGY TRENDS
6.3.1              INTERNET OF THINGS (IOT) SHAPING AGRICULTURE IOT MARKET
6.3.2              DRONES/UAVS
6.3.3              AI, AR/VR, AND BLOCKCHAIN IN AQUACULTURE TO ACCELERATE MARKET GROWTH
6.3.4              USE OF FARM AUTOMATION SOLUTIONS, REMOTELY OPERATED VEHICLES, AND FEEDING ROBOTS TO REDUCE LABOR COSTS
6.3.5              ADOPTION OF ROBOTIC CAGES AND UNDERWATER DRONES IN AQUACULTURE FARMS
6.3.6              AI AND BLOCKCHAIN IN LIVESTOCK FARMING
・        FIGURE 36 BLOCKCHAIN AND AI IN PRECISION LIVESTOCK FARMING
6.3.7              BODY CONDITIONING SCORING (BCS) SYSTEMS
・        TABLE 4.. BODY CONDITIONING SCORING PARAMETERS FOR DAIRY COWS
・        TABLE 5............ BODY CONDITIONING SCORING SYSTEMS: MAJOR ADVANTAGES
6.3.8              TECHNOLOGY ADOPTION IN DAIRY FARMS
・        FIGURE 37............ MAJOR TECHNOLOGY TRENDS IN DAIRY FARMS
6.3.9              TECHNOLOGY ADOPTION IN POULTRY FARMS
・        TABLE 6........... MAJOR TECHNOLOGY TRENDS IN POULTRY FARMS
6.3.10            INTEGRATION OF TELEMATICS WITH FOREST MECHANIZATION IN PRECISION FORESTRY
6.3.11            ADVENT OF LIDAR-FITTED UAVS IN PRECISION FORESTRY

6.4             AVERAGE SELLING PRICE ANALYSIS
・        TABLE 7..... MILKING ROBOTS: AVERAGE SELLING PRICE ANALYSIS, 2019 VS 2025
・        FIGURE 38. MILKING ROBOTS: AVERAGE SELLING PRICE ANALYSIS, 2016–2025
・        TABLE 8............ RFID TAGS & READERS: AVERAGE SELLING PRICE ANALYSIS, 2019 VS 2025
6.4.1              PRICING ANALYSIS: AVERAGE SELLING PRICE (ASP) TREND FOR SENSORS IN PRECISION AQUACULTURE
・        FIGURE 39................... AVERAGE SELLING PRICES OF PRECISION AQUACULTURE SENSORS (IN USD)
・        TABLE 9......... PRICING ANALYSIS FOR ROV SYSTEM COMPONENTS
・        FIGURE 40......... AVERAGE PRECISION FARMING DATA ANALYTICS SERVICE COST PER HECTARE FOR DIFFERENT FARM SIZES IN 2019
6.5             LIST OF KEY PATENTS AND INNOVATIONS IN AGRICULTURE IOT MARKET, 2015–2020
・        FIGURE 41... NUMBER OF PATENTS APPROVED FOR AQUACULTURE TECHNOLOGIES WORLDWIDE, 2015–2020
・        FIGURE 42....... TOP 10 PATENT-HOLDING COMPANIES FOR SMART FARMING, 2015–2020
・        FIGURE 43.... NUMBER OF PATENTS APPROVED FOR AGRICULTURE ANALYTICS WORLDWIDE, 2016–2020
・        FIGURE 44. REGION-WISE ANALYSIS OF PATENTS FILED BY PLAYERS IN PRECISION FARMING, 2015–2020
・        FIGURE 45. REGION-WISE ANALYSIS OF PATENTS FILED BY PLAYERS IN PRECISION LIVESTOCK, 2015–2020
6.6             TRADE DATA
・        TABLE 10...... IMPORT DATA FOR VACUUM PUMPS AND FILTRATION SYSTEMS UNDER HS CODE: 8414, 2015–2019 (USD MILLION)
・        FIGURE 46... IMPORT VALUES OF VACUUM PUMPS AND FILTRATION SYSTEMS IN MAJOR COUNTRIES, 2015–2019
・        TABLE 11........ EXPORT DATA OF VACUUM PUMPS AND FILTRATION SYSTEMS UNDER HS CODE: 8414, 2015–2019 (USD MILLION)
・        FIGURE 47... EXPORT VALUES OF VACUUM PUMPS AND FILTRATION SYSTEMS IN MAJOR COUNTRIES, 2015–2019
6.7             TARIFF AND REGULATORY LANDSCAPE
6.7.1              CARBON POLICY TRENDS IN AGRICULTURE
6.7.2              GROWING CLIMATE SOLUTIONS ACT
6.7.3              TARIFF AND REGULATIONS RELATED TO PRECISION FARMING AND SMART GREENHOUSES
・        TABLE 12. TARIFF REGULATIONS: PRECISION FARMING AND SMART GREENHOUSES
6.7.4              TARIFF AND REGULATIONS RELATED TO PRECISION AQUACULTURE
・        TABLE 13.......... TARIFF REGULATIONS: PRECISION AQUACULTURE
6.8             CASE STUDIES: AGRICULTURE IOT MARKET
6.8.1              INTRODUCTION
6.8.2              OPEN BLUE
・        TABLE 14. INNOVASEA HELPS OPEN BLUE BECOME LARGEST OPEN-OCEAN FISH FARM IN WORLD
6.8.3              EARTH OCEAN FARMS.. 115
・        TABLE 15.. INNOVASEA ENABLES EARTH OCEAN FARMS TO EXPAND PRODUCTION WITH RUGGED EVOLUTION PENS
6.8.4              ERKO SEAFOOD AS.. 116
・        TABLE 16..... WITH AKVA GROUP’S EXPERTISE AND QUICK SERVICE, ERKO SEAFOOD AS FOUND REAL DEAL
6.8.5              ALLFLEX: LIVESTOCK MONITORING SOLUTION IMPROVING BREEDING RATE IN DAIRY COWS
・        TABLE 17................ ALLFLEX SOLUTIONS FOR DAIRY COW HEALTH MONITORING
6.8.6              LATIUM: RANCHERS IN GHANA REMOTELY MONITORING THEIR LIVESTOCK
・        TABLE 18................. LATIUM: LIVESTOCK MONITORING SOLUTION
6.8.7              ONNECTERRA: AI-BASED SOLUTION IMPROVING FARM PRODUCTIVITY
・        TABLE 19..... CONNECTERRA INTELLIGENT DAIRY FARM SOLUTIONS
6.8.8              WHITESIDES
・        TABLE 20 WHITESIDES USED AGWORLD SOFTWARE PLATFORM FOR RECORD-KEEPING AND CUSTOM FERTILIZER APPLICATION
6.8.9              ANNA BINNA FARMS.. 119
・        TABLE 21.......... ANNA BINNA FARMS USED AGWORLD SOFTWARE PLATFORM FOR FARM RECORD KEEPING SYSTEM AND FOR PRE-EMERGENT HERBICIDES
6.8.10            MURDOCH FAMILY
・        TABLE 22........ WITH AGWORLD SOFTWARE PLATFORM, MURDOCH FAMILY DIGITIZED THEIR FARM MANAGEMENT FOR IMPROVED ACCURACY AND PROFITABILITY
6.8.11            LILLIPUT AG
・        TABLE 23 LILLIPUT AG AIMS TO IMPROVE PLANNING BY CAPTURING DATA WITH AGWORLD PLATFORM
6.9             PORTER’S FIVE FORCES ANALYSIS
・        FIGURE 48...... AGRICULTURE IOT MARKET: PORTER’S FIVE FORCES ANALYSIS
・        TABLE 24....... AGRICULTURE IOT MARKET: PORTER’S FIVE FORCES ANALYSIS
6.9.1              THREAT OF NEW ENTRANTS
6.9.2              THREAT OF SUBSTITUTES
6.9.3              BARGAINING POWER OF SUPPLIERS
6.9.4              BARGAINING POWER OF BUYERS
6.9.5              INTENSITY OF COMPETITIVE RIVALRY
6.10          AGRICULTURE IOT MARKET ECOSYSTEM
・        FIGURE 49................................ AGRICULTURE IOT ECOSYSTEM

7.... AGRICULTURE IOT MARKET, BY HARDWARE TYPE

7.1             INTRODUCTION
7.2             PRECISION FARMING HARDWARE
・        TABLE 25.............. PRECISION FARMING HARDWARE MARKET, BY HARDWARE TYPE,
2017–2020 (USD MILLION)
・        TABLE 26.............. PRECISION FARMING HARDWARE MARKET, BY HARDWARE TYPE,
2021–2026 (USD MILLION)
7.2.1              AUTOMATION AND CONTROL SYSTEMS
・        FIGURE 50.. DRONES/UAVS SEGMENT TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD
・        TABLE 27............. PRECISION FARMING HARDWARE MARKET FOR AUTOMATION & CONTROL SYSTEMS, BY DEVICE TYPE, 2017–2020 (USD MILLION)
・        TABLE 28............. PRECISION FARMING HARDWARE MARKET FOR AUTOMATION & CONTROL SYSTEMS, BY DEVICE TYPE, 2021–2026 (USD MILLION)
・        TABLE 29............. PRECISION FARMING HARDWARE MARKET FOR AUTOMATION & CONTROL SYSTEMS, BY REGION, 2017–2020 (USD MILLION)
・        TABLE 30............. PRECISION FARMING HARDWARE MARKET FOR AUTOMATION & CONTROL SYSTEMS, BY REGION, 2021–2026 (USD MILLION)
7.2.1.1            DRONES/UAVS
7.2.1.1.1            DRONES ARE BEING WIDELY IMPLEMENTED FOR IDENTIFICATION OF PESTS AND WEEDS
・        TABLE 31............. PRECISION FARMING HARDWARE MARKET FOR DRONES/UAVS, BY REGION, 2017–2020 (USD MILLION)
・        TABLE 32............. PRECISION FARMING HARDWARE MARKET FOR DRONES/UAVS, BY REGION, 2021–2026 (USD MILLION)
7.2.1.2            IRRIGATION CONTROLLERS
7.2.1.2.1            CONCERNS PERTAINING TO EFFICIENT USE OF WATER TO PROPEL DEMAND FOR IRRIGATION CONTROLLERS
・        TABLE 33............. PRECISION FARMING HARDWARE MARKET FOR IRRIGATION CONTROLLERS, BY REGION, 2017–2020 (USD MILLION)
・        TABLE 34............. PRECISION FARMING HARDWARE MARKET FOR IRRIGATION CONTROLLER, BY REGION, 2021–2026 (USD MILLION)
7.2.1.3            GLOBAL POSITIONING SYSTEM (GPS)/GNSS DEVICES
7.2.1.3.1            GPS/GNSS DEVICES ARE BEING EXTENSIVELY USED FOR VARIABLE RATE APPLICATIONS
・        TABLE 35............. PRECISION FARMING HARDWARE MARKET FOR GPS/GNSS DEVICES,
BY REGION, 2017–2020 (USD MILLION)
・        TABLE 36............. PRECISION FARMING HARDWARE MARKET FOR GPS/GNSS DEVICES,
BY REGION, 2021–2026 (USD MILLION)
7.2.1.4            FLOW AND APPLICATION CONTROL DEVICES
7.2.1.4.1            FLOW AND APPLICATION CONTROL DEVICES FACILITATE EVEN APPLICATION OF AGRICULTURAL CHEMICALS
・        TABLE 37.. PRECISION FARMING HARDWARE MARKET FOR FLOW & APPLICATION CONTROL DEVICES, BY REGION, 2017–2020 (USD MILLION)
・        TABLE 38.. PRECISION FARMING HARDWARE MARKET FOR FLOW & APPLICATION CONTROL DEVICES, BY REGION, 2021–2026 (USD MILLION)
7.2.1.5            GUIDANCE AND STEERING SYSTEMS
7.2.1.5.1            AUTOMATED GUIDANCE AND STEERING SYSTEMS ARE USED IN TRACTORS AND AGRICULTURE ROBOTS
・        TABLE 39............. PRECISION FARMING HARDWARE MARKET FOR GUIDANCE & STEERING SYSTEMS, BY REGION, 2017–2020 (USD MILLION)
・        TABLE 40............. PRECISION FARMING HARDWARE MARKET FOR GUIDANCE AND STEERING SYSTEMS, BY REGION, 2021–2026 (USD MILLION)
7.2.1.6            HANDHELD MOBILE DEVICES/HANDHELD COMPUTERS
7.2.1.6.1            HANDHELD MOBILE DEVICES AND COMPUTERS CAN PERFORM VARIETY OF FUNCTIONS AND OFFER OPERATIONAL FLEXIBILITY
・        TABLE 41............. PRECISION FARMING HARDWARE MARKET FOR HANDHELD MOBILE DEVICES /HANDHELD COMPUTERS, BY REGION, 2017–2020 (USD MILLION)
・        TABLE 42............. PRECISION FARMING HARDWARE MARKET FOR HANDHELD MOBILE DEVICES/HANDHELD COMPUTERS, BY REGION, 2021–2026 (USD MILLION)
7.2.1.7            DISPLAYS
7.2.1.7.1            DISPLAY DEVICES PROVIDE USER INTERFACE TO OPERATORS AND FARMERS.. 136
・        TABLE 43 PRECISION FARMING HARDWARE MARKET FOR DISPLAYS, BY REGION, 2017–2020 (USD MILLION)
・        TABLE 44 PRECISION FARMING HARDWARE MARKET FOR DISPLAYS, BY REGION, 2021–2026 (USD MILLION)
7.2.1.8            OTHERS
・        TABLE 45.... PRECISION FARMING HARDWARE MARKET FOR OTHER AUTOMATION & CONTROL SYSTEMS, BY REGION, 2017–2020 (USD MILLION)
・        TABLE 46.... PRECISION FARMING HARDWARE MARKET FOR OTHER AUTOMATION & CONTROL SYSTEMS, BY REGION, 2021–2026 (USD MILLION)
7.2.2              SENSING AND MONITORING DEVICES
・        FIGURE 51 YIELD MONITORS TO HOLD LARGEST SIZE OF SENSING & MONITORING DEVICES MARKET IN 2026
・        TABLE 47. PRECISION FARMING HARDWARE MARKET FOR SENSING & MONITORING DEVICES, BY DEVICE TYPE, 2017–2020 (USD MILLION)
・        TABLE 48. PRECISION FARMING HARDWARE MARKET FOR SENSING & MONITORING DEVICES, BY DEVICE TYPE, 2021–2026 (USD MILLION)
・        TABLE 49. PRECISION FARMING HARDWARE MARKET FOR SENSING & MONITORING DEVICES , BY REGION, 2017–2020 (USD MILLION). 139
・        TABLE 50. PRECISION FARMING HARDWARE MARKET FOR SENSING & MONITORING DEVICES , BY REGION, 2021–2026 (USD MILLION). 140
7.2.2.1            YIELD MONITORS
7.2.2.1.1            YIELD MONITORS TO CONTINUE TO HOLD LARGEST MARKET SHARE FROM 2021 TO 2026
・        TABLE 51..... PRECISION FARMING AGRICULTURE IOT MARKET FOR YIELD MONITORS,
BY REGION, 2017–2020 (USD MILLION)
・        TABLE 52..... PRECISION FARMING AGRICULTURE IOT MARKET FOR YIELD MONITORS,
BY REGION, 2021–2026 (USD MILLION)
7.2.2.2            SOIL SENSORS
7.2.2.2.1            SOIL SENSORS PROVIDE REAL-TIME DATA ON VARIOUS SOIL PROPERTIES
・        TABLE 53..... PRECISION FARMING AGRICULTURE IOT MARKET FOR SOIL SENSORS,
BY REGION, 2017–2020 (USD MILLION)
・        TABLE 54..... PRECISION FARMING AGRICULTURE IOT MARKET FOR SOIL SENSORS,
BY REGION, 2021–2026 (USD MILLION)
7.2.2.3            WATER SENSORS
7.2.2.3.1            SCARCITY OF WATER TO INCREASE DEMAND FOR WATER SENSORS IN COMING YEARS
・        TABLE 55..... PRECISION FARMING AGRICULTURE IOT MARKET FOR WATER SENSORS,
BY REGION, 2017–2020 (USD MILLION)
・        TABLE 56..... PRECISION FARMING AGRICULTURE IOT MARKET FOR WATER SENSORS,
BY REGION, 2021–2026 (USD MILLION)
7.2.2.4            CLIMATE SENSORS
7.2.2.4.1            UNCERTAINTIES RELATED TO WEATHER AND CLIMATE TO PROPEL DEMAND FOR CLIMATE SENSORS
・        TABLE 57..... PRECISION FARMING AGRICULTURE IOT MARKET FOR CLIMATE SENSORS,
BY REGION, 2017–2020 (USD MILLION)
・        TABLE 58..... PRECISION FARMING AGRICULTURE IOT MARKET FOR CLIMATE SENSORS,
BY REGION, 2021–2026 (USD MILLION)
7.2.2.5            OTHERS
・        TABLE 59..... PRECISION FARMING AGRICULTURE IOT MARKET FOR OTHERS, BY REGION, 2017–2020 (USD MILLION)
・        TABLE 60..... PRECISION FARMING AGRICULTURE IOT MARKET FOR OTHERS, BY REGION, 2021–2026 (USD MILLION)
7.3             PRECISION FORESTRY HARDWARE
・        TABLE 61............. PRECISION FORESTRY HARDWARE MARKET, BY HARDWARE TYPE,
2017–2020 (USD MILLION)
・        FIGURE 52........... UAVS/DRONES TO REGISTER HIGHEST CAGR IN PRECISION FORESTRY HARDWARE MARKET FROM 2021 TO 2026
・        TABLE 62............. PRECISION FORESTRY HARDWARE MARKET, BY HARDWARE TYPE,
2021–2026 (USD MILLION)
7.3.1              HARVESTERS AND FORWARDERS
7.3.1.1            HARVESTERS AND FORWARDERS HELD LARGEST MARKET SHARE IN 2020
7.3.2              UAVS/DRONES
7.3.2.1            UAVS/DRONES TO REGISTER HIGHEST CAGR DURING FORECAST PERIOD
7.3.3              GPS
7.3.3.1            GPS IS PREDOMINANTLY USED FOR FIRE PREVENTION, BOUNDARY DETERMINATION, AND AERIAL SPRAYING IN PRECISION FORESTRY
7.3.4              CAMERAS
7.3.4.1            VIDEO CAMERAS ARE USED IN SURVEILLANCE OF FORESTS FOR PREVENTION OF FIRES AND ILLEGAL LOGGING
7.3.5              RADIO-FREQUENCY IDENTIFICATION (RFID) AND SENSORS
7.3.5.1            RFID TAGS AND SENSORS PLAY A MAJOR ROLE IN PREVENTION OF ILLEGAL CUTTING AND SMUGGLING OF PRECIOUS TREES
7.3.6              VARIABLE RATE CONTROLLERS
7.3.6.1            INCREASING ADOPTION OF SITE-SPECIFIC VEGETATION MANAGEMENT EXPECTED TO FUEL DEMAND FOR VARIABLE RATE CONTROLLERS
7.3.7              OTHERS
7.4             LIVESTOCK MONITORING HARDWARE
・        TABLE 63........... PRECISION LIVESTOCK MONITORING HARDWARE MARKET, BY HARDWARE TYPE, 2017–2020 (USD MILLION)
・        FIGURE 53.... SENSORS TO GROW AT HIGHEST CAGR IN PRECISION LIVESTOCK FARMING AGRICULTURE IOT MARKET DURING FORECAST PERIOD
・        TABLE 64.......... LIVESTOCK MONITORING HARDWARE MARKET, BY HARDWARE TYPE,
2021–2026 (USD MILLION)
・        TABLE 65.......... LIVESTOCK MONITORING HARDWARE MARKET, BY REGION,
2017–2020 (USD MILLION)
・        TABLE 66.......... LIVESTOCK MONITORING HARDWARE MARKET, BY REGION,
2021–2026 (USD MILLION)
7.4.1              ROBOTIC HARDWARE. 151
7.4.1.1            INCREASING HERD SIZE OF DAIRY FARMS AND RISING LABOR COSTS EXPECTED TO PROPEL GROWTH OF ROBOTICS HARDWARE COMPONENT
・        TABLE 67........ LIVESTOCK MONITORING HARDWARE MARKET FOR ROBOTIC HARDWARE,
BY REGION, 2017–2020 (USD MILLION)
・        TABLE 68........ LIVESTOCK MONITORING HARDWARE MARKET FOR ROBOTIC HARDWARE,
BY REGION, 2021–2026 (USD MILLION)
7.4.2              RFID TAGS AND READERS
7.4.2.1            RISING ADOPTION OF LOW-FREQUENCY RFID TAGS FOR IDENTIFICATION AND TRACKING OF LIVESTOCK TO DRIVE MARKET GROWTH
・        TABLE 69.. LIVESTOCK MONITORING HARDWARE MARKET FOR RFID TAGS & READERS, BY REGION, 2017–2020 (USD MILLION)
・        TABLE 70.. LIVESTOCK MONITORING HARDWARE MARKET FOR RFID TAGS & READERS, BY REGION, 2021–2026 (USD MILLION)
7.4.3              SENSORS
7.4.3.1            RISING POPULARITY OF SENSORS AMONG SMALL FARMERS TO DRIVE MARKET GROWTH
・        TABLE 71...... LIVESTOCK MONITORING MARKET FOR SENSORS, BY REGION,
2017–2020 (USD MILLION)
・        TABLE 72...... LIVESTOCK MONITORING MARKET FOR SENSORS, BY REGION,
2021–2026 (USD MILLION)
7.4.4              CAMERAS
7.4.4.1            GROWING AWARENESS AMONG RANCHERS FOR REMOTE MONITORING OF LIVESTOCK EXPECTED TO PROPEL ADOPTION OF CAMERAS
・        TABLE 73...... LIVESTOCK MONITORING MARKET FOR CAMERAS, BY REGION,
2017–2020 (USD MILLION)
・        TABLE 74...... LIVESTOCK MONITORING MARKET FOR CAMERAS, BY REGION,
2021–2026 (USD MILLION)
7.4.5              GPS
7.4.5.1            SURGING DEMAND FOR LIVESTOCK LOCATION TRACKING IS MAJOR FACTOR DRIVING GROWTH OF GPS MARKET
・        TABLE 75.. LIVESTOCK MONITORING MARKET FOR GPS, BY REGION,
2017–2020 (USD MILLION)
・        TABLE 76.. LIVESTOCK MONITORING MARKET FOR GPS, BY REGION,
2021–2026 (USD MILLION)
7.4.6              OTHERS
・        TABLE 77........ LIVESTOCK MONITORING MARKET FOR OTHERS, BY REGION,
2017–2020 (USD MILLION)
・        TABLE 78........ LIVESTOCK MONITORING MARKET FOR OTHERS, BY REGION,
2021–2026 (USD MILLION)
7.5             PRECISION AQUACULTURE HARDWARE
・        TABLE 79........ PRECISION AQUACULTURE HARDWARE MARKET, BY HARDWARE TYPE, 2017–2020 (USD MILLION)
・        FIGURE 54.......... SENSORS TO HOLD LARGEST SIZE OF PRECISION AQUACULTURE HARDWARE MARKET IN 2021
・        TABLE 80........ PRECISION AQUACULTURE HARDWARE MARKET, BY HARDWARE TYPE, 2021–2026 (USD MILLION)
・        TABLE 81........ PRECISION AQUACULTURE HARDWARE MARKET, BY SENSOR TYPE,
2017–2020 (USD MILLION)
・        TABLE 82........ PRECISION AQUACULTURE HARDWARE MARKET, BY SENSOR TYPE,
2021–2026 (USD MILLION)
・        TABLE 83........ PRECISION AQUACULTURE HARDWARE MARKET, BY SENSOR TYPE,
2017–2020 (MILLION UNITS)
・        TABLE 84........ PRECISION AQUACULTURE HARDWARE MARKET, BY SENSOR TYPE,
2021–2026 (MILLION UNITS)
7.5.1              SENSORS
7.5.1.1            TEMPERATURE AND ENVIRONMENTAL SENSORS
7.5.1.1.1            INCREASING DEMAND FOR TEMPERATURE AND ENVIRONMENTAL SENSORS FOR MONITORING FISH PENS AND CAGES IN WIDELY VARYING SEA CONDITIONS LIKELY TO FOSTER MARKET GROWTH
7.5.1.2            PH AND DISSOLVED OXYGEN SENSORS
7.5.1.2.1            GROWING NEED TO MONITOR DISSOLVED OXYGEN CONTENT TO BOOST DEPLOYMENT OF PH AND DISSOLVED OXYGEN SENSORS IN AQUACULTURE FARMS
7.5.1.3            ELECTRICAL CONDUCTIVITY (EC) SENSORS
7.5.1.3.1            EC SENSORS TO WITNESS INCREASED ADOPTION IN RAS AND POND-BASED AQUACULTURE FARMS
7.5.1.4            OTHERS
7.5.2              CAMERA SYSTEMS
7.5.2.1            RISING ADOPTION OF SMART HD AND 4K CAMERA SYSTEMS IN AQUACULTURE FARMS TO AUGMENT MARKET GROWTH
7.5.3              CONTROL SYSTEMS.. 161
7.5.3.1            ADOPTION OF VARIOUS AUTOMATED DEVICES IN AQUACULTURE FARMING TO RAISE DEMAND FOR CONTROL SYSTEMS IN COMING YEARS
7.5.4              OTHERS
7.6             SMART GREENHOUSE HARDWARE
・        TABLE 85.............. SMART GREENHOUSE HARDWARE MARKET, BY HARDWARE TYPE,
2017–2020 (USD MILLION)
・        FIGURE 55.... LED GROW LIGHTS TO GROW AT HIGHEST RATE FROM 2020 TO 2026
・        TABLE 86.............. SMART GREENHOUSE HARDWARE MARKET, BY HARDWARE TYPE,
2021–2026 (USD MILLION)
7.6.1              HVAC SYSTEMS
7.6.1.1            HVAC SYSTEMS PROVIDE IMPROVED INDOOR ENVIRONMENT IN SMART GREENHOUSES.. 163
7.6.2              LED GROW LIGHTS.. 164
7.6.2.1            LED GROW LIGHTS ENHANCE OPERATIONAL EFFICIENCY AND REDUCE ENERGY CONSUMPTION IN SMART GREENHOUSES
7.6.3              IRRIGATION SYSTEMS
7.6.3.1            IRRIGATION SYSTEMS ENSURE OPTIMUM, TIMELY WATERING OF EACH ZONE IN GREENHOUSES
7.6.4              MATERIAL HANDLING EQUIPMENT
7.6.4.1            MATERIAL HANDLING EQUIPMENT HELP IN REDUCING PLANT HANDLING COSTS.. 164
7.6.5              VALVES AND PUMPS.. 164
7.6.5.1            VALVES AND PUMPS HELP IN PROPER DISTRIBUTION OF WATER IN VARIOUS ZONES OF GREENHOUSES
7.6.6              CONTROL SYSTEMS.. 165
7.6.6.1            CONTROL SYSTEMS IN SMART GREENHOUSES MAKE OPERATIONS EASY

7.6.7              SENSORS AND CAMERAS
7.6.7.1            SENSORS PROVIDE QUANTITATIVE INFORMATION TO GUIDE CULTIVATORS AND ENABLE AUTOMATED DECISION-MAKING RELATED TO CROP CULTIVATION
7.7             OTHER AGRICULTURE HARDWARE

8.... AGRICULTURE IOT MARKET, BY FARM PRODUCTION PLANNING STAGE

8.1             INTRODUCTION
・        TABLE 87........ AGRICULTURE IOT MARKET, BY FARM PRODUCTION PLANNING STAGE, 2017–2020 (USD MILLION)
・        FIGURE 56. PRODUCTION PLANNING STAGE TO HOLD LARGEST SIZE OF AGRICULTURE IOT MARKET DURING FORECAST PERIOD
・        TABLE 88........ AGRICULTURE IOT MARKET, BY FARM PRODUCTION PLANNING STAGE, 2021–2026 (USD MILLION)
8.2             PRE-PRODUCTION PLANNING
8.2.1              IN PRE-PRODUCTION PLANNING, AGRICULTURE IOT HARDWARE DEVICES ARE USED TO IDENTIFY AREAS IN FARMS SUI・        TABLE FOR CULTIVATION
・        TABLE 89......... AGRICULTURE IOT MARKET FOR PRE-PRODUCTION PLANNING, BY REGION, 2017–2020 (USD MILLION)
・        FIGURE 57 AMERICAS TO HOLD LARGEST SIZE OF AGRICULTURE IOT MARKET FOR PRE-PRODUCTION PLANNING DURING FORECAST PERIOD
・        TABLE 90......... AGRICULTURE IOT MARKET FOR PRE-PRODUCTION PLANNING, BY REGION, 2021–2026 (USD MILLION)
8.3             PRODUCTION PLANNING
8.3.1              IN PRODUCTION STAGE, AGRICULTURE IOT HARDWARE DEVICES ARE USED TO MONITOR CROPS AND PRODUCTION PROCESSES TO IMPROVE PRODUCTIVITY AND REDUCE COSTS
・        TABLE 91 AGRICULTURE IOT MARKET FOR PRODUCTION PLANNING, BY REGION,
2017–2020 (USD MILLION)
・        FIGURE 58 AGRICULTURE IOT MARKET FOR PRODUCTION PLANNING TO REGISTER HIGHEST CAGR IN APAC DURING FORECAST PERIOD
・        TABLE 92.. AGRICULTURE IOT MARKET PRODUCTION PLANNING, BY REGION,
2021–2026 (USD MILLION)
8.4             POST-PRODUCTION PLANNING
8.4.1              AGRICULTURE IOT HARDWARE DEVICES REDUCE MANUAL ERROR AND ASSIST FARM OWNERS IN STRATEGIC POST-PRODUCTION PLANNING
・        TABLE 93....... AGRICULTURE IOT MARKET FOR POST-PRODUCTION PLANNING, BY REGION, 2017–2020 (USD MILLION)
・        FIGURE 59...... AGRICULTURE IOT MARKET FOR POST-PRODUCTION PLANNING TO CAPTURE HIGHEST CAGR IN APAC DURING FORECAST PERIOD
・        TABLE 94....... AGRICULTURE IOT MARKET FOR POST-PRODUCTION PLANNING, BY REGION, 2021–2026 (USD MILLION)

9.... AGRICULTURE IOT MARKET, BY FARM SIZE

9.1             INTRODUCTION
・        TABLE 95... AGRICULTURE IOT MARKET, BY FARM SIZE, 2017–2020 (USD MILLION)
・        FIGURE 60.............. MID-SIZED FARMS TO HOLD LARGEST SIZE OF AGRICULTURE IOT MARKET FROM 2021 TO 2026
・        TABLE 96... AGRICULTURE IOT MARKET, BY FARM SIZE, 2021–2026 (USD MILLION)
・        TABLE 97. AGRICULTURE IOT MARKET FOR PRECISION FARMING, BY FARM SIZE,
2017–2020 (USD MILLION)
・        FIGURE 61.............. MID-SIZED FARMS TO HOLD LARGEST SIZE OF PRECISION FARMING AGRICULTURE IOT MARKET FROM 2021 TO 2026
・        TABLE 98. AGRICULTURE IOT MARKET FOR PRECISION FARMING, BY FARM SIZE,
2021–2026 (USD MILLION)
・        TABLE 99 AGRICULTURE IOT MARKET FOR LIVESTOCK MONITORING, BY FARM SIZE, 2017–2020 (USD MILLION)
・        FIGURE 62 LIVESTOCK MONITORING AGRICULTURE IOT MARKET FOR SMALL FARMS TO GROW AT HIGHEST CAGR FROM 2021 TO 2026
・        TABLE 100................. AGRICULTURE IOT MARKET FOR LIVESTOCK MONITORING, BY FARM SIZE, 2021–2026 (USD MILLION)
・        TABLE 101....... AGRICULTURE IOT MARKET FOR AQUACULTURE, BY FARM SIZE,
2017–2020 (USD MILLION)
・        FIGURE 63.. PRECISION AQUACULTURE AGRICULTURE IOT MARKET FOR LARGE FARMS TO GROW AT HIGHEST CAGR FROM 2021 TO 2026
・        TABLE 102....... AGRICULTURE IOT MARKET FOR AQUACULTURE, BY FARM SIZE,
2021–2026 (USD MILLION)
・        TABLE 103 AGRICULTURE IOT MARKET FOR SMART GREENHOUSES, BY FARM SIZE, 2017–2020 (USD MILLION)
・        FIGURE 64... SMART GREENHOUSE AGRICULTURE IOT MARKET FOR SMALL FARMS TO GROW AT HIGHEST CAGR FROM 2021 TO 2026
・        TABLE 104 AGRICULTURE IOT MARKET FOR SMART GREENHOUSES, BY FARM SIZE, 2021–2026 (USD MILLION)
・        TABLE 105.... AGRICULTURE IOT MARKET FOR FORESTRY, BY FARM SIZE,
2017–2020 (USD MILLION)
・        FIGURE 65.. PRECISION FORESTRY AGRICULTURE IOT MARKET FOR SMALL FARMS TO GROW AT HIGHEST CAGR FROM 2021 TO 2026
・        TABLE 106.... AGRICULTURE IOT MARKET FOR FORESTRY, BY FARM SIZE,
2021–2026 (USD MILLION)
・        TABLE 107 AGRICULTURE IOT MARKET FOR OTHERS, BY FARM SIZE,
2017–2020 (USD MILLION)
・        TABLE 108 AGRICULTURE IOT MARKET FOR OTHERS, BY FARM SIZE,
2021–2026 (USD MILLION)
9.2             SMALL FARMS
9.2.1              SMALL FARMS TO WITNESS HIGHEST GROWTH RATE IN AGRICULTURE IOT MARKET DURING FORECAST PERIOD
9.3             MID-SIZED FARMS
9.3.1              MID-SIZED FARMS ARE CONSTANTLY ADOPTING MONITORING SOLUTIONS
9.4             LARGE FARMS
9.4.1              LARGE FARMS TO GROW SIGNIFICANTLY FROM 2021 TO 2026

10.. AGRICULTURE IOT MARKET, BY APPLICATION

10.1          INTRODUCTION
・        FIGURE 66.. PRECISION FARMING APPLICATIONS TO ACCOUNT FOR LARGEST SIZE OF AGRICULTURE IOT MARKET DURING FORECAST PERIOD
・        TABLE 109..... AGRICULTURE IOT MARKET, BY APPLICATION, 2017–2020 (USD MILLION)
・        TABLE 110..... AGRICULTURE IOT MARKET, BY APPLICATION, 2021–2026 (USD MILLION)
10.2          PRECISION FARMING
・        TABLE 111... AGRICULTURE IOT MARKET FOR PRECISION FARMING, BY APPLICATION, 2017–2020 (USD MILLION)
・        TABLE 112... AGRICULTURE IOT MARKET FOR PRECISION FARMING, BY APPLICATION, 2021–2026 (USD MILLION)
・        TABLE 113... AGRICULTURE IOT MARKET FOR PRECISION FARMING, BY REGION,
2017–2020 (USD MILLION)
・        TABLE 114... AGRICULTURE IOT MARKET FOR PRECISION FARMING, BY REGION,
2021–2026 (USD MILLION)
10.2.1            YIELD MONITORING AND HARVESTING
10.2.1.1          YIELD MONITORING AND HARVESTING FACILITATE ALLOCATION OF RESOURCES ACCORDING TO SPECIFIC NEEDS OF PLANTS
10.2.2            SOIL AND CROP MONITORING
10.2.2.1          SOIL AND CROP MONITORING ENABLE FARMERS TO COLLECT DATA PERTAINING TO SOIL MOISTURE CONTENT, CROP IMAGE ANALYTICS, AND PLANT STRESS LEVEL AND PREDICT CROP YIELD ON PER HECTARE BASIS
10.2.3            FIELD MAPPING
10.2.3.1          FILED MAPPING HELPS FARMERS ATTAIN OBJECTIVES RELATED TO CROP PRODUCTIVITY
10.2.3.1.1          BOUNDARY MAPPING
10.2.3.1.2          DRAINAGE MAPPING
10.2.4            VARIABLE RATE APPLICATION
10.2.4.1          VARIABLE RATE APPLICATION HELPS IN OPTIMIZING CROP INPUTS
10.2.5            IRRIGATION AND WEATHER FORECASTING
10.2.5.1          WEATHER FORECASTING AND REAL-TIME IRRIGATION SCHEDULING HELP FARMERS IN UNDERTAKING PRECAUTIONARY MEASURES FOR PROTECTING FARMS FROM NATURAL CALAMITIES
10.2.6            INVENTORY MANAGEMENT
10.2.6.1          INVENTORY MANAGEMENT INCLUDES KEEPING DETAILS OF ALL INVENTORY MOVEMENTS TO ENSURE A PROPER MIX OF INVENTORY
10.2.7            FARM LABOR MANAGEMENT
10.2.7.1          FARM LABOR MANAGEMENT FACILITATES EFFECTIVE HANDLING OF LABOR
10.2.8            EQUIPMENT MONITORING AND TELEMATICS
10.2.8.1          AGRICULTURE IOT HARDWARE DEVICES/SOLUTIONS CAN HELP TO SCHEDULE VARIOUS MAINTENANCE ACTIVITIES AND AUTOMATE MULTIPLE PROCESSES THAT INCUR COSTS
10.2.9            OTHERS
10.3          PRECISION FORESTRY
・        TABLE 115.. AGRICULTURE IOT MARKET FOR PRECISION FORESTRY, BY APPLICATION, 2017–2020 (USD MILLION)
・        TABLE 116.. AGRICULTURE IOT MARKET FOR PRECISION FORESTRY, BY APPLICATION, 2021–2026 (USD MILLION)
10.3.1            GENETICS AND NURSERIES
10.3.1.1          UAVS/DRONES ARE INCREASINGLY BEING USED FOR TREE PLANTATION

10.3.2            SILVICULTURE AND FIRE MANAGEMENT
10.3.2.1          HIGH ADOPTION OF WIRELESS SENSOR NETWORK-BASED FOREST FIRE DETECTION SYSTEMS TO PROPEL MARKET GROWTH FOR SILVICULTURE AND FIRE MANAGEMENT APPLICATIONS.. 193
10.3.3            HARVESTING MANAGEMENT
10.3.3.1          HARVESTING MANAGEMENT APPLICATIONS TO HOLD LARGEST MARKET SHARE DURING FORECAST PERIOD
10.3.4            INVENTORY AND LOGISTICS MANAGEMENT
10.3.4.1          INVENTORY AND LOGISTICS MANAGEMENT ENABLE QUICK REPORTING AND DATA PROCESSING
・        TABLE 117.. AGRICULTURE IOT MARKET FOR PRECISION FORESTRY, BY REGION,
2017–2020 (USD MILLION)
・        TABLE 118.. AGRICULTURE IOT MARKET FOR PRECISION FORESTRY, BY REGION,
2021–2026 (USD MILLION)
10.4          LIVESTOCK MONITORING
・        TABLE 119................. AGRICULTURE IOT MARKET FOR LIVESTOCK MONITORING, BY APPLICATION, 2017–2020 (USD MILLION)
・        TABLE 120................. AGRICULTURE IOT MARKET FOR LIVESTOCK MONITORING, BY APPLICATION, 2021–2026 (USD MILLION)
10.4.1            MILK HARVESTING.. 196
10.4.1.1          RISING DEMAND FOR MILKING ROBOTS ON DAIRY FARMS TO PROPEL GROWTH OF MARKET FOR MILK HARVESTING APPLICATION

10.4.2            FEEDING MANAGEMENT
10.4.2.1          INCREASING AWARENESS AMONG DAIRY FARM OWNERS FOR ACCURATE DIET FORMULATION TO FUEL DEMAND FOR IOT-BASED FEEDING MANAGEMENT SOLUTIONS
10.4.3            LIVESTOCK BEHAVIOR AND HEALTH MONITORING
10.4.3.1          INCREASING AWARENESS AMONG RANCHERS AND DAIRY FARM OWNERS ABOUT ANIMAL HEALTH TO BOOST ADOPTION OF BEHAVIOR AND HEALTH MONITORING APPLICATIONS.. 197
10.4.4            OTHERS
10.5          PRECISION AQUACULTURE
・        TABLE 121................ AGRICULTURE IOT MARKET FOR PRECISION AQUACULTURE, BY APPLICATION, 2017–2020 (USD MILLION)
・        TABLE 122................ AGRICULTURE IOT MARKET FOR PRECISION AQUACULTURE, BY APPLICATION, 2021–2026 (USD MILLION)
・        TABLE 123................ AGRICULTURE IOT MARKET FOR PRECISION AQUACULTURE, BY FARM TYPE, 2017–2020 (USD MILLION)
・        TABLE 124................ AGRICULTURE IOT MARKET FOR PRECISION AQUACULTURE, BY FARM TYPE, 2021–2026 (USD MILLION)
10.5.1            FEED MANAGEMENT. 200
10.5.1.1          FEED MANAGEMENT APPLICATION HELD LARGEST SHARE OF AGRICULTURE IOT MARKET FOR PRECISION AQUACULTURE IN 2020
10.5.2            FARM MONITORING, CONTROL, AND SURVEILLANCE
10.5.2.1          GROWING FOCUS ON INCREASING FARM PRODUCTIVITY AND EARLY DETECTION OF DISEASES AMONG AQUATIC SPECIES TO PROPEL ADOPTION OF IOT HARDWARE DEVICES

10.5.3            YIELD ANALYSIS AND MEASUREMENT
10.5.3.1          INCREASING FOCUS ON HIGHER YIELDS AND ROI TO DRIVE DEMAND FOR
IOT-BASED YIELD ANALYSIS AND MEASUREMENT TOOLS
10.5.4            OTHERS
10.6          SMART GREENHOUSE
・        TABLE 125.. AGRICULTURE IOT MARKET FOR SMART GREENHOUSE, BY APPLICATION, 2017–2020 (USD MILLION)
・        TABLE 126.. AGRICULTURE IOT MARKET FOR SMART GREENHOUSE, BY APPLICATION, 2021–2026 (USD MILLION)
10.6.1            HVAC MANAGEMENT. 203
10.6.1.1          HVAC MANAGEMENT HELPS TO IMPROVE INDOOR ENVIRONMENT IN SMART GREENHOUSES
10.6.2            YIELD MONITORING AND HARVESTING
10.6.2.1          AGRICULTURE IOT HARDWARE DEVICES HELP IN CROP HEALTH AND YIELD MONITORING FOR UNDERTAKING STRATEGIC DECISIONS
10.6.3            WATER & FERTILIZER MANAGEMENT
10.6.3.1          IOT-BASED HARDWARE DEVICES FACILITATE CONTROLLED RELEASE OF FERTILIZERS
10.6.4            OTHERS
10.7          OTHER APPLICATIONS
・        TABLE 127.. AGRICULTURE IOT MARKET FOR OTHER APPLICATIONS, BY APPLICATION, 2017–2020 (USD MILLION)
・        TABLE 128.. AGRICULTURE IOT MARKET FOR OTHER APPLICATIONS, BY APPLICATION, 2021–2026 (USD MILLION)
・        TABLE 129.. AGRICULTURE IOT MARKET FOR OTHER APPLICATIONS, BY REGION,
2017–2020 (USD MILLION)
・        TABLE 130.. AGRICULTURE IOT MARKET FOR OTHER APPLICATIONS, BY REGION,
2021–2026 (USD MILLION)

11.. AGRICULTURE IOT MARKET, BY GEOGRAPHY

11.1          INTRODUCTION
・        FIGURE 67 AGRICULTURE IOT MARKET TO REGISTER SIGNIFICANTLY HIGH CAGR IN COUNTRIES IN APAC DURING FORECAST PERIOD
・        TABLE 131..... AGRICULTURE IOT MARKET, BY REGION, 2017–2020 (USD MILLION)
・        TABLE 132..... AGRICULTURE IOT MARKET, BY REGION, 2021–2026 (USD MILLION)
11.2          AMERICAS
・        TABLE 133............... AGRICULTURE IOT MARKET IN AMERICAS, BY APPLICATION,
2017–2020 (USD MILLION)
・        TABLE 134............... AGRICULTURE IOT MARKET IN AMERICAS, BY APPLICATION,
2021–2026 (USD MILLION)
・        TABLE 135............... AGRICULTURE IOT MARKET IN AMERICAS, BY PRODUCTION PLANNING STAGE, 2017–2020 (USD MILLION)
・        TABLE 136............... AGRICULTURE IOT MARKET IN AMERICAS, BY PRODUCTION PLANNING STAGE, 2021–2026 (USD MILLION)
・        TABLE 137... AGRICULTURE IOT MARKET IN AMERICAS, BY REGION,
2017–2020 (USD MILLION)
・        TABLE 138... AGRICULTURE IOT MARKET IN AMERICAS, BY REGION,
2021–2026 (USD MILLION)
11.2.1            NORTH AMERICA
・        FIGURE 68......... SNAPSHOT: AGRICULTURE IOT MARKET IN NORTH AMERICA
・        TABLE 139....... AGRICULTURE IOT MARKET IN NORTH AMERICA, BY APPLICATION,
2017–2020 (USD MILLION)
・        TABLE 140....... AGRICULTURE IOT MARKET IN NORTH AMERICA, BY APPLICATION,
2021–2026 (USD MILLION)
・        TABLE 141....... AGRICULTURE IOT MARKET IN NORTH AMERICA, BY PRODUCTION PLANNING STAGE, 2017–2020 (USD MILLION)
・        TABLE 142....... AGRICULTURE IOT MARKET IN NORTH AMERICA, BY PRODUCTION PLANNING STAGE, 2021–2026 (USD MILLION)
・        TABLE 143....... AGRICULTURE IOT MARKET IN NORTH AMERICA, BY COUNTRY,
2017–2020 (USD MILLION)
・        TABLE 144....... AGRICULTURE IOT MARKET IN NORTH AMERICA, BY COUNTRY,
2021–2026 (USD MILLION)
11.2.1.1          US
11.2.1.1.1          HIGHER ADOPTION OF ADVANCED TECHNOLOGIES AND PRESENCE OF PROMINENT MARKET PLAYERS ARE FOSTERING GROWTH OF AGRICULTURE IOT MARKET IN US
11.2.1.2          CANADA
11.2.1.2.1          CANADA TO REGISTER HIGHEST CAGR IN AGRICULTURE IOT MARKET IN NORTH AMERICA DURING FORECAST PERIOD
11.2.1.3          MEXICO
11.2.1.3.1          SUPPORT FROM GOVERNMENT AND GROWING CATTLE INDUSTRY IN MEXICO TO SUPPORT AGRICULTURE IOT MARKET GROWTH
11.2.2            SOUTH AMERICA
・        FIGURE 69......... SNAPSHOT: AGRICULTURE IOT MARKET IN SOUTH AMERICA
・        TABLE 145....... AGRICULTURE IOT MARKET IN SOUTH AMERICA, BY APPLICATION,
2017–2020 (USD MILLION)
・        TABLE 146....... AGRICULTURE IOT MARKET IN SOUTH AMERICA, BY APPLICATION,
2021–2026 (USD MILLION)
・        TABLE 147....... AGRICULTURE IOT MARKET IN SOUTH AMERICA, BY PRODUCTION PLANNING STAGE, 2017–2020 (USD MILLION)
・        TABLE 148....... AGRICULTURE IOT MARKET IN SOUTH AMERICA, BY PRODUCTION PLANNING STAGE, 2021–2026 (USD MILLION)
・        TABLE 149....... AGRICULTURE IOT MARKET IN SOUTH AMERICA, BY COUNTRY,
2017–2020 (USD MILLION)
・        TABLE 150....... AGRICULTURE IOT MARKET IN SOUTH AMERICA, BY COUNTRY,
2021–2026 (USD MILLION)
11.2.2.1          BRAZIL
11.2.2.1.1          RAPID ADOPTION OF PRECISION FARMING TECHNOLOGY
BY COMMERCIAL FARMERS TO PROVIDE OPPORTUNITIES FOR MARKET GROWTH IN BRAZIL
11.2.2.2          ARGENTINA
11.2.2.2.1          ESTABLISHED AGRICULTURAL MACHINERY MARKET IN ARGENTINA IS CONDUCIVE TO GROWTH OF AGRICULTURE IOT MARKET
11.2.2.3          REST OF SOUTH AMERICA

11.3          EUROPE
・        FIGURE 70....... SNAPSHOT: AGRICULTURE IOT MARKET IN EUROPE
・        TABLE 151 AGRICULTURE IOT MARKET IN EUROPE, BY APPLICATION,
2017–2020 (USD MILLION)
・        TABLE 152 AGRICULTURE IOT MARKET IN EUROPE, BY APPLICATION,
2021–2026 (USD MILLION)
・        TABLE 153 AGRICULTURE IOT MARKET IN EUROPE, BY PRODUCTION PLANNING STAGE, 2017–2020 (USD MILLION)
・        TABLE 154 AGRICULTURE IOT MARKET IN EUROPE, BY PRODUCTION PLANNING STAGE, 2021–2026 (USD MILLION)
・        TABLE 155.... AGRICULTURE IOT MARKET IN EUROPE, BY COUNTRY,
2017–2020 (USD MILLION)
・        TABLE 156.... AGRICULTURE IOT MARKET IN EUROPE, BY COUNTRY,
2021–2026 (USD MILLION)
11.3.1            GERMANY
11.3.1.1          GERMANY TO HOLD LARGEST SIZE OF AGRICULTURE IOT MARKET IN EUROPE DURING FORECAST PERIOD
11.3.2            UK
11.3.2.1          REDUCED TECHNOLOGY COST IN UK IS LEADING TO HIGH ADOPTION OF AGRICULTURE IOT TECHNOLOGIES
11.3.3            FRANCE
11.3.3.1          GROWING NUMBER OF LIVESTOCK FARMS TO DRIVE GROWTH OF
AGRICULTURE IOT MARKET IN FRANCE
11.3.4            ITALY
11.3.4.1          INCREASING POPULARITY OF PRECISION FARMING TECHNIQUES IN ITALY TO PROPEL GROWTH OF AGRICULTURE IOT MARKET
11.3.5            NETHERLANDS
11.3.5.1          AGRICULTURE IOT MARKET IN NETHERLANDS EXPECTED TO GROW AT HIGHEST CAGR IN EUROPE DURING FORECAST PERIOD
11.3.6            REST OF EUROPE
11.4          APAC
・        FIGURE 71........... SNAPSHOT: AGRICULTURE IOT MARKET IN APAC
・        TABLE 157... AGRICULTURE IOT MARKET IN APAC, BY APPLICATION,
2017–2020 (USD MILLION)
・        TABLE 158... AGRICULTURE IOT MARKET IN APAC, BY APPLICATION,
2021–2026 (USD MILLION)
・        TABLE 159... AGRICULTURE IOT MARKET IN APAC, BY PRODUCTION PLANNING STAGE, 2017–2020 (USD MILLION)
・        TABLE 160... AGRICULTURE IOT MARKET IN APAC, BY PRODUCTION PLANNING STAGE, 2021–2026 (USD MILLION)
・        TABLE 161........ AGRICULTURE IOT MARKET IN APAC, BY COUNTRY,
2017–2020 (USD MILLION)
・        TABLE 162........ AGRICULTURE IOT MARKET IN APAC, BY COUNTRY,
2021–2026 (USD MILLION)
11.4.1            CHINA
11.4.1.1          POPULATION GROWTH IN CHINA TO BOOST ADOPTION OF
AGRICULTURE IOT DEVICES
11.4.2            JAPAN
11.4.2.1          RISE IN URBAN FARMING PRACTICES TO FAVOR GROWTH OF
AGRICULTURE IOT MARKET
11.4.3            AUSTRALIA
11.4.3.1          AUSTRALIA HELD LARGEST SIZE OF AGRICULTURE IOT MARKET IN APAC IN 2020.. 233
11.4.4            INDIA
11.4.4.1          INDIA TO BE FASTEST-GROWING AGRICULTURE IOT MARKET IN APAC
FROM 2021 TO 2026
11.4.5            SOUTH KOREA
11.4.5.1          SIGNIFICANT INVESTMENTS IN AQUACULTURE INDUSTRY TO DRIVE AGRICULTURE IOT MARKET GROWTH
11.4.6            REST OF APAC
11.5          REST OF THE WORLD
・        TABLE 163.... AGRICULTURE IOT MARKET IN ROW, BY APPLICATION,
2017–2020 (USD MILLION)
・        TABLE 164.... AGRICULTURE IOT MARKET IN ROW, BY APPLICATION,
2021–2026 (USD MILLION)
・        TABLE 165.... AGRICULTURE IOT MARKET IN ROW, BY PRODUCTION PLANNING STAGE, 2017–2020 (USD MILLION)
・        TABLE 166.... AGRICULTURE IOT MARKET IN ROW, BY PRODUCTION PLANNING STAGE, 2021–2026 (USD MILLION)
・        TABLE 167. AGRICULTURE IOT MARKET IN ROW, BY REGION, 2017–2020 (USD MILLION)
・        TABLE 168. AGRICULTURE IOT MARKET IN ROW, BY REGION, 2021–2026 (USD MILLION)
11.5.1            AFRICA
11.5.1.1          LIVESTOCK MONITORING APPLICATION IN AFRICA EXPECTED TO GROW AT SIGNIFICANT RATE
11.5.2            MIDDLE EAST
11.5.2.1          FOCUS ON WATER CONSERVATION IS SUPPORTING ADOPTION OF
AGRICULTURE IOT TECHNOLOGIES IN MIDDLE EAST

12.. COMPETITIVE LANDSCAPE

12.1          OVERVIEW
・        FIGURE 72..... PRODUCT LAUNCHES: KEY STRATEGIES ADOPTED BY MAJOR PLAYERS FROM 2017 TO 2020
12.2          MARKET SHARE ANALYSIS
・        TABLE 169... AGRICULTURE IOT MARKET: DEGREE OF COMPETITION (2020)
12.3          REVENUE ANALYSIS
・        FIGURE 73. HISTORICAL REVENUE ANALYSIS (PRECISION FARMING SEGMENT) OF MAJOR COMPANIES OFFERING AGRICULTURE IOT DEVICES & EQUIPMENT,
2015–2019 (USD MILLION)
・        FIGURE 74......... HISTORICAL REVENUE ANALYSIS (AQUACULTURE SEGMENT) OF MAJOR COMPANIES OFFERING AGRICULTURE IOT DEVICES & EQUIPMENT,
2015–2019 (USD MILLION)

12.4          COMPANY EVALUATION MATRIX
12.4.1            STAR
12.4.2            PERVASIVE
12.4.3            EMERGING LEADER
12.4.4            PARTICIPANT
・        FIGURE 75....... AGRICULTURE IOT MARKET (GLOBAL) COMPETITIVE LEADERSHIP
MAPPING, 2020
12.5          SME EVALUATION MATRIX FOR AGRICULTURE IOT MARKET, 2020
12.5.1            PROGRESSIVE COMPANY
12.5.2            RESPONSIVE COMPANY
12.5.3            DYNAMIC COMPANY
12.5.4            STARTING BLOCK
・        FIGURE 76....... AGRICULTURE IOT MARKET (GLOBAL) COMPETITIVE LEADERSHIP
MAPPING, SME/START-UP ECOSYSTEM, 2020
・        TABLE 170............................................ COMPANY FOOTPRINT. 249
・        TABLE 171.......................... COMPANY APPLICATION FOOTPRINT
・        TABLE 172.............................. COMPANY PRODUCT FOOTPRINT
・        TABLE 173................................. COMPANY REGION FOOTPRINT
12.6          COMPETITIVE SITUATION AND TRENDS
12.6.1            PRODUCT LAUNCHES AND DEVELOPMENTS
・        TABLE 174... PRODUCT LAUNCHES & DEVELOPMENTS, 2017–2020
12.6.2            DEALS
・        TABLE 175..... AGRICULTURE IOT MARKET: DEALS, JANUARY 2017–DECEMBER 2020

13.. COMPANY PROFILES

(BUSINESS OVERVIEW, PRODUCTS/SOLUTIONS/SERVICES OFFERED, RECENT DEVELOPMENTS, AND MNM VIEW (KEY STRENGTHS/RIGHT TO WIN, STRATEGIC CHOICES MADE, AND WEAKNESSES AND COMPETITIVE THREATS))*
13.1          INTRODUCTION
13.2          KEY PLAYERS
13.2.1            DEERE & COMPANY
・        TABLE 176.................. DEERE & COMPANY: COMPANY OVERVIEW
・        FIGURE 77................. DEERE & COMPANY: COMPANY SNAPSHOT
・        TABLE 177.................. DEERE & COMPANY: PRODUCT LAUNCHES
・        TABLE 178..................................... DEERE & COMPANY: DEALS
13.2.2            TRIMBLE INC.
・        TABLE 179.......................... TRIMBLE INC.: COMPANY OVERVIEW
・        FIGURE 78......................... TRIMBLE INC.: COMPANY SNAPSHOT
・        TABLE 180............................... TRIMBLE: PRODUCT LAUNCHES
・        TABLE 181................................................... TRIMBLE: DEALS
13.2.3            RAVEN INDUSTRIES.. 279
・        TABLE 182.................. RAVEN INDUSTRIES: COMPANY OVERVIEW
・        FIGURE 79................. RAVEN INDUSTRIES: COMPANY SNAPSHOT
・        TABLE 183.................. RAVEN INDUSTRIES: PRODUCT LAUNCHES
・        TABLE 184..................................... RAVEN INDUSTRIES: DEALS
・        TABLE 185................................... RAVEN INDUSTRIES: OTHERS
13.2.4            AKVA GROUP
・        TABLE 186.......................... AKVA GROUP: COMPANY OVERVIEW
・        FIGURE 80......................... AKVA GROUP: COMPANY SNAPSHOT
・        TABLE 187.......................... AKVA GROUP: PRODUCT LAUNCHES
・        TABLE 188............................................. AKVA GROUP: DEALS.. 289
13.2.5            DELAVAL (SUBSIDIARY OF TETRA LAVAL INTERNATIONAL, S.A.)
・        TABLE 189................................ DELAVAL: COMPANY OVERVIEW
・        FIGURE 81............................... DELAVAL: COMPANY SNAPSHOT
・        TABLE 190............................... DELAVAL: PRODUCT LAUNCHES
・        TABLE 191.................................................. DELAVAL : DEALS.. 295
13.2.6            AGJUNCTION
・        TABLE 192.......................... AGJUNCTION: COMPANY OVERVIEW
・        FIGURE 82.......................... AGJUNCTION: COMPANY SNAPSHOT
・        TABLE 193.......................... AGJUNCTION: PRODUCT LAUNCHES
・        TABLE 194............................................. AGJUNCTION: DEALS.. 299
13.2.7            TOPCON POSITIONING SYSTEMS
・        TABLE 195.. TOPCON POSITIONING SYSTEMS: COMPANY OVERVIEW
・        TABLE 196................................ TOPCON: PRODUCT LAUNCHES
・        TABLE 197................................................... TOPCON: DEALS
13.2.8            ALLFLEX (SUBSIDIARY OF MERCK & CO., INC.)
・        TABLE 198............. ALLFLEX (SUBSIDIARY OF MERCK & CO., INC.): COMPANY OVERVIEW
・        TABLE 199................................ ALLFLEX: PRODUCT LAUNCHES
・        TABLE 200.................................................... ALLFLEX: DEALS
・        TABLE 201................................................. ALLFLEX: OTHERS.. 307
13.2.9            PONSSE
・        TABLE 202................................ PONSSE: COMPANY OVERVIEW
・        FIGURE 83............................... PONSSE: COMPANY SNAPSHOT
・        TABLE 203................................ PONSSE: PRODUCT LAUNCHES
・        TABLE 204................................................... PONSSE: DEALS
・        TABLE 205................................................. PONSSE: OTHERS
13.2.10         KOMATSU FOREST
・        TABLE 206................... KOMATSU FOREST: COMPANY OVERVIEW
・        TABLE 207................... KOMATSU FOREST: PRODUCT LAUNCHES
・        TABLE 208...................................... KOMATSU FOREST: DEALS
・        TABLE 209.................................... KOMATSU FOREST: OTHERS
13.2.11         INNOVASEA SYSTEMS
・        TABLE 210............... INNOVASEA SYSTEMS: COMPANY OVERVIEW
・        TABLE 211............... INNOVASEA SYSTEMS: PRODUCT LAUNCHES
・        TABLE 212.................................. INNOVASEA SYSTEMS: DEALS
・        TABLE 213................................ INNOVASEA SYSTEMS: OTHERS
13.2.12         STEINSVIK (PART OF SCALE AQ). 320
・        TABLE 214............... STEINSVIK (SCALEAQ): COMPANY OVERVIEW
・        TABLE 215............................. STEINSVIK: PRODUCT LAUNCHES
・        TABLE 216................................................. STEINSVIK: DEALS.. 322
13.3          OTHER KEY PLAYERS
13.3.1            TEEJET TECHNOLOGIES
・        TABLE 217.............. TEEJET TECHNOLOGIES: COMPANY OVERVIEW
13.3.2            AG LEADER TECHNOLOGY
・        TABLE 218.......... AG LEADER TECHNOLOGY: COMPANY OVERVIEW
13.3.3            AFIMILK
・        TABLE 219................................. AFIMILK: COMPANY OVERVIEW
13.3.4            DICKEY-JOHN
・        TABLE 220.......................... DICKEY-JOHN: COMPANY OVERVIEW
13.3.5            DJI
・        TABLE 221....................................... DJI: COMPANY OVERVIEW
13.3.6            AGEAGLE
・        TABLE 222............................... AGEAGLE: COMPANY OVERVIEW
13.3.7            PRECISIONHAWK
・        TABLE 223..................... PRECISIONHAWK: COMPANY OVERVIEW
13.3.8            HEXAGON AGRICULTURE (SUBSIDIARY OF HEXAGON GROUP)
・        TABLE 224........... HEXAGON AGRICULTURE: COMPANY OVERVIEW
13.3.9            FARMERS EDGE
・        TABLE 225...................... FARMERS EDGE: COMPANY OVERVIEW
13.3.10         TIGERCAT
・        TABLE 226.............................. TIGERCAT: COMPANY OVERVIEW
13.3.11         THE CLIMATE CORPORATION
・        TABLE 227....... THE CLIMATE CORPORATION: COMPANY OVERVIEW
13.3.12         DESCARTES LABS
・        TABLE 228.................... DESCARTES LABS: COMPANY OVERVIEW
13.3.13         CROPX
・        TABLE 229.................................. CROPX: COMPANY OVERVIEW
13.3.14         ERUVAKA TECHNOLOGIES
・        TABLE 230.......... ERUVAKA TECHNOLOGIES: COMPANY OVERVIEW
13.3.15         EC2CE
・        TABLE 231.................................. EC2CE: COMPANY OVERVIEW
13.3.16         GAMAYA
・        TABLE 232................................ GAMAYA: COMPANY OVERVIEW
13.3.17         AKUAKARE
・        TABLE 233............................. AKUAKARE: COMPANY OVERVIEW
13.3.18         IN-SITU, INC.
・        TABLE 234.. IN-SITU: COMPANY OVERVIEW
*DETAILS ON BUSINESS OVERVIEW, PRODUCTS/SOLUTIONS/SERVICES OFFERED, RECENT DEVELOPMENTS, AND MNM VIEW (KEY STRENGTHS/RIGHT TO WIN, STRATEGIC CHOICES MADE, AND WEAKNESSES AND COMPETITIVE THREATS) MIGHT NOT BE CAPTURED IN CASE OF UNLISTED COMPANIES.
14.. APPENDIX

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