Agriculture IoT Market by Offering (Hardware, Software, & Services), Application (Precision Farming, Precision Forestry, Livestock Monitoring, Fish Farm Monitoring and Smart Greenhouse), Application, and Geography - Global Forecast to 2024

Table of Contents

1.... INTRODUCTION

1.1            STUDY OBJECTIVES
1.2            MARKET DEFINITION
1.3            STUDY SCOPE
1.3.1               MARKETS COVERED.. 23
1.3.2               YEARS CONSIDERED.. 23
1.4            CURRENCY
1.5            STAKEHOLDERS

2.... RESEARCH METHODOLOGY

2.1            RESEARCH DATA
2.1.1               SECONDARY DATA
2.1.1.1             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             KEY DATA FROM PRIMARY SOURCES
2.1.2.3             BREAKDOWN OF PRIMARIES
2.1.3               SECONDARY AND PRIMARY RESEARCH
2.2            MARKET SIZE ESTIMATION
2.2.1               BOTTOM-UP APPROACH
2.2.1.1             APPROACH FOR CAPTURING MARKET SIZE BY BOTTOM-UP APPROACH
(DEMAND SIDE):
2.2.2               TOP-DOWN APPROACH.. 32
2.2.2.1             APPROACH FOR CAPTURING MARKET SIZE BY TOP-DOWN APPROACH
(SUPPLY SIDE):
2.3            MARKET BREAKDOWN AND DATA TRIANGULATION
2.4            RESEARCH ASSUMPTIONS

3.... EXECUTIVE SUMMARY

4.... PREMIUM INSIGHTS

4.1            ATTRACTIVE OPPORTUNITIES IN AGRICULTURE IOT MARKET
4.2            AGRICULTURE IOT MARKET IN APAC, BY APPLICATION AND COUNTRY
4.3            AGRICULTURE IOT MARKET, BY OFFERING
4.4            AGRICULTURE IOT MARKET, BY AGRICULTURE TYPE
4.5            AGRICULTURE IOT MARKET, BY REGION
4.6            GEOGRAPHIC ANALYSIS OF AGRICULTURE IOT MARKET

5.... MARKET OVERVIEW

5.1            INTRODUCTION
5.2            MARKET DYNAMICS
5.2.1               DRIVERS
5.2.1.1             INCREASING ADOPTION OF IOT AND AI BY FARMERS AND GROWERS
5.2.1.2             GROWING FOCUS ON LIVESTOCK MONITORING AND DISEASE DETECTION
5.2.1.3             RISING DEMAND FOR AGRICULTURAL PRODUCTION OUTPUT
5.2.1.4             GOVERNMENTS SUPPORT TO ADOPT MODERN AGRICULTURAL TECHNIQUES
5.2.2               RESTRAINTS
5.2.2.1             FRAGMENTED AGRICULTURE INDUSTRY
5.2.2.2             HIGH TECHNOLOGICAL COST AND LIMITED TECHNICAL KNOWLEDGE AND SKILLS
OF FARMERS
5.2.3               OPPORTUNITIES
5.2.3.1             ADVENT OF BIG DATA IN AGRICULTURE FARM
5.2.3.2             INTRODUCTION OF AGRICULTURE-SPECIFIC APPLICATIONS IN SMARTPHONES
5.2.3.3             ADOPTION OF DRONES IN PRECISION FARMING
5.2.4               CHALLENGES
5.2.4.1             UNAVAILABILITY OF SIMPLE AND STANDARDIZED DATA MANAGEMENT AND DATA AGGREGATION TOOLS
5.2.4.2             LACK OF STANDARDIZATION IN SMART AGRICULTURE INDUSTRY
5.2.5               EMERGING TRENDS IN AGRICULTURE INDUSTRY
5.2.6               TECHNOLOGIES INFLUENCING FUTURE PRECISION AGRICULTURE –
A ROAD MAP
5.2.7               SUPPLY CHAIN ANALYSIS
5.3            VALUE CHAIN ANALYSIS
5.3.1               MAJOR STAKEHOLDERS IN PRECISION FARMING ECOSYSTEM

6.... AGRICULTURE IOT MARKET, BY OFFERING

6.1            INTRODUCTION
6.2            HARDWARE
6.2.1               PRECISION FARMING HARDWARE
6.2.1.1             AUTOMATION AND CONTROL SYSTEMS
6.2.1.1.1             DRONES/UAVS
6.2.1.1.1.1         USE OF DRONES OR UNMANNED AERIAL VEHICLES (UAVS) IN PRECISION FARMING ENABLES COST SAVING.. 58
6.2.1.1.2             IRRIGATION CONTROLLERS
6.2.1.1.2.1         IMPROVED EFFICIENCY OF AGRICULTURAL IRRIGATION SYSTEMS SUBSTANTIALLY CONTRIBUTES TO EFFECTIVE MANAGEMENT OF WATER
6.2.1.1.3             GPS/GNSS SYSTEMS
6.2.1.1.3.1         GPS/GNSS-BASED SYSTEMS FIND APPLICATIONS IN FARM PLANNING, FIELD MAPPING, SOIL SAMPLING, GUIDANCE TECHNOLOGY, CROP SCOUTING, AND YIELD MAPPING

6.2.1.1.4             FLOW AND APPLICATION CONTROL DEVICES
6.2.1.1.4.1         USE OF FLOW AND APPLICATION CONTROL DEVICES ENABLES EVEN APPLICATION OF MATERIALS
6.2.1.1.5             GUIDANCE AND STEERING
6.2.1.1.5.1         REDUCED MACHINERY COSTS AND ACCURATE PLACEMENT OF INPUTS ARE KEY BENEFITS OFFERED BY GUIDANCE AND STEERING SYSTEMS
6.2.1.1.6             HANDHELD MOBILE DEVICES/HANDHELD COMPUTERS
6.2.1.1.6.1         HANDHELD DISPLAYS ARE USED TO GUIDE OPERATORS REGARDING VARIABLE RATE APPLICATIONS OF FERTILIZERS, PESTICIDES, SEEDING, ETC.
6.2.1.1.7             DISPLAYS
6.2.1.1.7.1         DISPLAYS ARE USED TO VIEW FIELD MAPS AND GRID ALIGNMENTS, AS WELL AS NAVIGATE TRACTORS AND AGRICULTURAL EQUIPMENT
6.2.1.1.8             OTHERS
6.2.1.2             SENSING AND MONITORING DEVICES
6.2.1.2.1             YIELD MONITORS
6.2.1.2.1.1         YIELD MAPS PROVIDE INFORMATION FOR DETERMINING EFFECTS OF FERTILIZERS, PESTICIDES, AND SEEDING, AS WELL AS PRACTICES SUCH AS TILLAGE AND IRRIGATION
6.2.1.2.2             SOIL SENSORS
6.2.1.2.2.1         SOIL MOISTURE MEASUREMENT IS IMPORTANT AS IT HELPS FARMERS MANAGE THEIR IRRIGATION SYSTEMS MORE EFFICIENTLY
6.2.1.2.3             WATER SENSORS
6.2.1.2.3.1         WATER SENSORS ARE USED IN FISH FARMING TO MEASURE AND DETECT WATER FLOW AND CONTROL IRRIGATION EFFECTIVELY
6.2.1.2.4             CLIMATE SENSORS
6.2.1.2.4.1         CLIMATE SENSORS ARE GAINING SIGNIFICANCE IN AGRICULTURE IOT MARKET AS CLIMATE CHANGE IS BECOMING HUGE CONCERN
6.2.1.2.5             OTHERS
6.2.2               PRECISION FORESTRY HARDWARE
6.2.2.1             HARVESTERS & FORWARDERS
6.2.2.1.1             HARVESTERS AND FORWARDERS ARE MAJOR COMPONENTS OF THE
CTL SYSTEM
6.2.2.2             UAVS/DRONES
6.2.2.2.1             DRONES ARE ALSO USED TO CAPTURE VITAL FOREST DATA SUCH AS DEPTH OF SNOW IN FORESTS AND EXTENT OF CARBON STORAGE WITHIN FOREST
6.2.2.3             GPS
6.2.2.3.1             GPS IS USED IN FORESTS FOR SITE-SPECIFIC TREE MANAGEMENT WITH HIGH PRECISION
6.2.2.4             CAMERAS
6.2.2.4.1             DEMAND FOR HIGH-RESOLUTION CAMERAS HAS INCREASED IN RECENT YEARS IN FORESTS FOR TREE MONITORING
6.2.2.5             RFID AND SENSORS
6.2.2.5.1             RFID AND SENSORS ARE USED EXTENSIVELY TO TRACK, IDENTIFY,
AND MONITOR TREES IN FORESTS

6.2.2.6             VARIABLE RATE CONTROLLERS
6.2.2.6.1             VARIABLE RATE CONTROLLERS ARE INTEGRATED WITH EFFICIENT GROUND-BASED MACHINES, SMART PLANTING SYSTEMS, AND SMART SPRAYING SYSTEMS FOR APPLICATION OF HERBICIDES AND FERTILIZERS
6.2.2.7             OTHERS
6.2.3               LIVESTOCK MONITORING HARDWARE
6.2.3.1             RFID TAGS AND READERS
6.2.3.1.1             GROWERS CAN DETERMINE EACH ANIMAL IN LIVESTOCK AND TRACK THEIR HISTORY AND PERFORMANCE THROUGH RFID TAGS
6.2.3.2             SENSORS
6.2.3.2.1             TEMPERATURE SENSORS, SKIN CONDUCTIVITY SENSORS, MOTION SENSORS, AND ENVIRONMENTAL HUMIDITY SENSORS ARE USED IN LIVESTOCK MONITORING APPLICATIONS
6.2.3.3             CONTROL SYSTEM
6.2.3.3.1             ALL-WEATHER WIRELESS TRANSMITTERS AND RECEIVER SYSTEMS CAN BE USED TO SEND WIRELESS VIDEO AND AUDIO
6.2.3.4             GPS
6.2.3.4.1             FINDING MISSING LIVESTOCK IS POSSIBLE WITH USING GPS SYSTEMS
6.2.3.5             OTHERS
6.2.4               FISH FARM MONITORING HARDWARE
6.2.4.1             GPS/GNSS
6.2.4.1.1             GPS GNSS SYSTEMS ARE BECOMING WIDELY USED TOOLS IN FISH FARMING FOR FISH TRACKING AND FLEET NAVIGATION
6.2.4.2             SENSORS
6.2.4.2.1             SENSORS ARE USED TO MONITOR REAL-TIME PARAMETERS TO CONTROL WATER QUALITY AND PREVENT DISEASES THAT COULD
AFFECT FISH
6.2.4.3             OTHERS
6.2.5               SMART GREENHOUSE HARDWARE
6.2.5.1             HVAC SYSTEMS
6.2.5.1.1             HVAC PLAYS VITAL ROLE IN MAINTAINING IDEAL TEMPERATURE FOR PLANT GROWTH IN GREENHOUSES
6.2.5.2             LED GROW LIGHTS
6.2.5.2.1             GROW LIGHTS ARE USED AS SUPPLEMENTAL LIGHTING SOURCES STIMULATING PLANT GROWTH IN GREENHOUSES
6.2.5.3             SENSORS
6.2.5.3.1             SENSORS PROVIDE QUANTITATIVE INFORMATION TO HELP GUIDE
AND AUTOMATE DECISION-MAKING PROCESS PERTAINING TO SMART GREENHOUSES
6.2.6               OTHERS
6.3            SOFTWARE
6.3.1               LOCAL/WEB BASED.. 79
6.3.2               CLOUD BASED
6.3.2.1             PLATFORM AS A SERVICE (PAAS)

6.4            SERVICES
6.4.1               SYSTEM INTEGRATION AND CONSULTING
6.4.2               MANAGED SERVICES. 83
6.4.2.1             FARM OPERATION SERVICES
6.4.2.1.1             FARM OPERATION SERVICES PROVIDE INFORMATION ON TRADITIONAL FARM OPERATIONS SUCH AS RECORD KEEPING AND FARM MAPPING RESOURCES (LABOR)
6.4.2.2             DATA SERVICES
6.4.2.2.1             DATA PLATFORM SERVICES IN SMART AGRICULTURE MARKET ARE CAPABLE OF INTEGRATING ENTIRE VALUE CHAIN OF AGRIBUSINESS
6.4.2.3             ANALYTICS. 84
6.4.2.3.1             ANALYTICS SERVICES INVOLVE ANALYSIS OF ACQUIRED FARM DATA AND PROVISION OF REAL-TIME INFORMATION
6.4.3               CONNECTIVITY SERVICES
6.4.4               ASSISTED PROFESSIONAL SERVICES
6.4.4.1             SUPPLY CHAIN MANAGEMENT SERVICES
6.4.4.2             CLIMATE INFORMATION SERVICES
6.4.4.3             OTHERS
6.4.5               MAINTENANCE AND SUPPORT

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

7.1            INTRODUCTION
7.2            PRECISION FARMING
7.3            PRECISION FORESTRY
7.4            LIVESTOCK MONITORING
7.5            SMART GREENHOUSE
7.6            FISH FARM MONITORING
7.7            OTHERS

8.... AGRICULTURE IOT MARKET, BY APPLICATION. 100

8.1            INTRODUCTION
8.2            PRECISION FARMING APPLICATIONS
8.2.1               YIELD MONITORING.. 103
8.2.1.1             YIELD MONITORING INCLUDES SOIL MONITORING AND NUTRIENT MONITORING
8.2.2               FIELD MAPPING
8.2.2.1             FIELD MAPPING IS DONE USING HANDHELD DEVICES AND SYSTEMS EQUIPPED WITH GPS/GNSS
8.2.3               CROP SCOUTING
8.2.3.1             CROP SCOUTING INCLUDES USE OF SOPHISTICATED DEVICES SUCH AS GPS RECEIVERS ON VEHICLES
8.2.4               WEATHER TRACKING AND FORECASTING
8.2.4.1             WEATHER TRACKING ANALYSIS MODULES INCLUDE HANDHELD INSTRUMENTS, SOFTWARE, AND SENSORS THAT ALERT FARMERS EVEN WHEN THERE ARE MINOR CHANGES IN WEATHER

8.2.5               IRRIGATION MANAGEMENT
8.2.5.1             IRRIGATION MANAGEMENT HELPS ENHANCING PRODUCTIVITY OF FIELDS AND MINIMIZING WASTAGES OF WATER, SOIL INFERTILITY, SALINIZATION, AND CROP WATER STRESS
8.2.6               INVENTORY MANAGEMENT
8.2.6.1             EFFECTIVE FARM INVENTORY MANAGEMENT PLAYS INTEGRAL ROLE IN MANAGING FARM INVENTORIES
8.2.7               FARM LABOR MANAGEMENT
8.2.7.1             FARM LABOR MANAGEMENT SOFTWARE HELPS IN APPLICATIONS SUCH AS CREW DEPLOYMENT AND PAYROLL MANAGEMENT
8.2.8               FINANCIAL MANAGEMENT
8.2.8.1             FINANCIAL MANAGEMENT HAS BECOME EASIER DUE TO PRECISION AGRICULTURE SOFTWARE
8.2.9               OTHERS
8.3            PRECISION FORESTRY APPLICATIONS
8.3.1               GENETICS AND NURSERIES
8.3.1.1             UNMANNED AERIAL VEHICLES/DRONES ARE INCREASINGLY BEING USED FOR TREE PLANTATION
8.3.2               SILVICULTURE AND FIRE MANAGEMENT
8.3.2.1             WIRELESS SENSOR NETWORK-BASED FOREST FIRE DETECTION SYSTEMS ARE ADOPTED IN SILVICULTURE AND FIRE MANAGEMENT APPLICATIONS
8.3.3               HARVESTING MANAGEMENT
8.3.3.1             HARVESTING MANAGEMENT TO HOLD LARGEST MARKET SHARE DURING FORECAST PERIOD
8.3.4               INVENTORY AND LOGISTICS MANAGEMENT
8.3.4.1             INVENTORY AND LOGISTICS MANAGEMENT TO WITNESS HIGHEST CAGR IN AGRICULTURE IOT MARKET FOR PRECISION FORESTRY APPLICATIONS DURING FORECAST PERIOD.. 107
8.4            LIVESTOCK MONITORING APPLICATIONS
8.4.1               FEEDING MANAGEMENT
8.4.1.1             HARDWARE AND SOFTWARE PRODUCTS HELP FORMULATE AND UPDATE COWS’ DIETS TO AVOID OVERFEEDING AND RESULTANT FLUCTUATIONS IN MILK PRODUCTION
8.4.2               HEAT STRESS MANAGEMENT
8.4.2.1             CATTLE ARE SENSITIVE TO AIR TEMPERATURE, RADIANT TEMPERATURE,
AIR VELOCITY, AND RELATIVE HUMIDITY
8.4.3               MILK HARVESTING MANAGEMENT
8.4.3.1             AUTOMATED MILK HARVESTING REDUCES LABOR COST, INCREASES MILKING EFFICIENCY, AND LEADS TO HIGHER YIELDS
8.4.4               BREEDING MANAGEMENT
8.4.4.1             BREEDING MANAGEMENT IS HIGHLY EFFECTIVE AND SUSTAINABLE APPROACH FOR INCREASING ANIMAL PRODUCTIVITY IN LONG TERM
8.4.5               ANIMAL COMFORT MANAGEMENT
8.4.5.1             HIGH LEVEL OF ANIMAL COMFORT RESULTS IN PROMINENT PRODUCTION LEVEL PER ANIMAL AND HIGHER PRODUCT QUALITY

8.4.6               BEHAVIOR MONITORING AND MANAGEMENT
8.4.6.1             GROWING USE OF COMPUTERIZED DAIRY MANAGEMENT SYSTEMS CREATES NEW OPPORTUNITIES FOR AUTOMATIC ROUTINE MONITORING OF LIVESTOCK BEHAVIOR
8.4.7               OTHERS
8.5            FISH FARM MONITORING APPLICATIONS
8.5.1               FISH TRACKING AND FLEET NAVIGATION
8.5.1.1             FLEET NAVIGATION PROVIDES REAL-TIME VISIBILITY, LOCATION, STATUS,
AND DIAGNOSTICS
8.5.2               FEEDING MANAGEMENT
8.5.2.1             FEEDING MANAGEMENT INCLUDES CHOOSING RIGHT FEED, USING CORRECT FEEDING METHOD, CALCULATING FEEDING COST, AND ENSURING COST-EFFECTIVENESS OF FISH FARMS
8.5.3               WATER QUALITY MANAGEMENT
8.5.3.1             FISH FARMS ARE EQUIPPED WITH SENSORS AND OTHER DEVICES TO SENSE WATER QUALITY AND TAKE APPROPRIATE ACTIONS
8.5.4               OTHERS
8.6            SMART GREENHOUSE APPLICATIONS
8.6.1               HVAC MANAGEMENT. 116
8.6.1.1             WIRELESS SYSTEMS AND SENSORS ARE DEPLOYED TO MEET GREENHOUSE REQUIREMENTS
8.6.2               YIELD MONITORING.. 116
8.6.2.1             YIELD MONITORS CAN TRACK TEMPERATURE, HUMIDITY, LIGHT, AND OTHER FACTORS AROUND PLANTS TO MAXIMIZE SMART GREENHOUSE YIELD
8.6.3               WATER AND FERTILIZER MANAGEMENT
8.6.3.1             ADVANCED TECHNOLOGY-BASED TOOLS SUCH AS OZONE WATER TREATMENT SYSTEMS, FILTRATION MOTORS, AND TEMPERATURE AND HUMIDITY SENSORS ARE USED FOR WATER MANAGEMENT IN SMART GREENHOUSES
8.7            OTHER APPLICATIONS

9.... AGRICULTURE IOT MARKET, BY GEOGRAPHY. 118

9.1            INTRODUCTION
9.2            AMERICAS
9.2.1               NORTH AMERICA
9.2.1.1             US
9.2.1.1.1             GROWERS IN US ARE USING SENSING TECHNOLOGIES, HARDWARE EQUIPMENT, AND ADVANCED SOFTWARE SOLUTIONS TO EFFICIENTLY MANAGE THEIR CROPS, LIVESTOCK, FISH FARMS, AND GREENHOUSES
9.2.1.2             CANADA
9.2.1.2.1             MOST COMPANIES IN CANADA OFFER CUSTOMIZED SERVICES TO LIVESTOCK FARMERS, THEREBY ENABLING THEM TO MONITOR THEIR LIVESTOCK MORE EFFICIENTLY
9.2.1.3             MEXICO
9.2.1.3.1             MEXICAN GOVERNMENT PROVIDES FINANCIAL SUPPORT TO PROMOTE USE OF AGRICULTURE IOT TECHNOLOGIES

9.2.2               SOUTH AMERICA
9.2.2.1             BRAZIL
9.2.2.1.1             BRAZILIAN FARMERS HOLD LARGE FARMLANDS AND ADOPT SMART AGRICULTURE TECHNOLOGIES SUCH AS GPS TRACKERS, DRONES, AND SENSORS TO MAXIMIZE OVERALL FARM YIELD WITH REDUCED COSTS
9.2.2.2             ARGENTINA
9.2.2.2.1             ARGENTINA IS EMPHASIZING ON INCREASING LIVESTOCK EXPORT BY OPENING INTERNATIONAL MARKETS, REPEALING GOVERNMENT EXPORT REGULATIONS, AND ADOPTING NEW METHODS OF PRODUCTION
9.2.2.3             REST OF SOUTH AMERICA
9.3            EUROPE
9.3.1               GERMANY
9.3.1.1             GERMANY IS PIONEER IN ADOPTION OF AGRICULTURE IOT SOLUTIONS
9.3.2               UK
9.3.2.1             UK IS FOCUSING ON CHANGING ITS AGRICULTURE IOT LANDSCAPE BY ENTERING INTO NEW ERA OF TECHNOLOGICAL DEVELOPMENTS TO MEET RISING DEMAND FOR FOOD BY GROWING POPULATION
9.3.3               FRANCE
9.3.3.1             DRIVEN BY HIGH VALUE OF CROP AND IMPORTANCE OF QUALITY, SEVERAL PRECISION FARMING RESEARCH PROJECTS EXIST IN WINE PRODUCTION AREAS
OF FRANCE
9.3.4               ITALY
9.3.4.1             START-UP COMPANIES IN ITALY ARE WORKING ON AGRICULTURE IOT SOLUTIONS
9.3.5               NETHERLANDS
9.3.5.1             NETHERLANDS IS WITNESSING STEADY ADOPTION RATE OF AGRICULTURE IOT TECHNOLOGIES
9.3.6               REST OF EUROPE
9.4            APAC
9.4.1               CHINA
9.4.1.1             CHINA HOLDS HUGE OPPORTUNITIES FOR AGRICULTURE IOT MARKET
9.4.2               JAPAN
9.4.2.1             JAPAN IS TECHNOLOGICALLY ADVANCED COUNTRY, SPECIFICALLY IN AGRICULTURAL ROBOTICS AND PRECISION FARMING TECHNOLOGIES
9.4.3               AUSTRALIA
9.4.3.1             AGRICULTURE IOT IN AUSTRALIA IS DOMINATED BY GRAINS INDUSTRY
9.4.4               INDIA
9.4.4.1             ADOPTION RATE OF AGRICULTURE IOT TECHNOLOGIES IN INDIA IS INCREASING CONSIDERABLY
9.4.5               SOUTH KOREA
9.4.5.1             SOUTH KOREA HAS PRESENCE OF MANY SMART AGRICULTURE DEVICE PROVIDERS AND MANUFACTURERS
9.4.6               REST OF APAC

9.5            REST OF WORLD
9.5.1               RUSSIA
9.5.1.1             FARMERS AND GROWERS IN RUSSIA ARE USING SOME PRECISION FARMING TECHNOLOGIES, SUCH AS NAVIGATION ON CULTIVATORS, GPS, AND GIS
9.5.2               AFRICA
9.5.2.1             FARMING SCENARIO HAS BEEN CHANGING IN AFRICA WITH INTRODUCTION OF TECHNOLOGIES SUCH AS GPS/GIS AND DRONES
9.5.3               MIDDLE EAST
9.5.3.1             RAPID TECHNOLOGICAL DEVELOPMENTS IN BIG DATA ANALYTICS AND CLOUD COMPUTING PLATFORMS CONTRIBUTE SIGNIFICANTLY TOWARD GROWTH OF AGRICULTURE IOT MARKET IN MIDDLE EAST

10.. COMPETITIVE LANDSCAPE

10.1          OVERVIEW
10.1.1             MARKET PLAYER RANKING ANALYSIS
10.2          COMPETITIVE LEADERSHIP MAPPING
10.2.1             VISIONARY LEADERS
10.2.2             DYNAMIC DIFFERENTIATORS
10.2.3             INNOVATORS
10.2.4             EMERGING COMPANIES
10.3          STRENGTH OF PRODUCT PORTFOLIO
10.4          BUSINESS STRATEGY EXCELLENCE
10.5          COMPETITIVE SCENARIO. 157
10.5.1             PRODUCT LAUNCHES, PRODUCT DEVELOPMENTS, AND EXPANSIONS
10.5.2             AGREEMENTS, ACQUISITIONS, COLLABORATIONS, AND PARTNERSHIPS

11.. COMPANY PROFILES

(BUSINESS OVERVIEW, PRODUCTS OFFERED, RECENT DEVELOPMENTS, SWOT ANALYSIS & MNM VIEW)*
11.1          INTRODUCTION
11.2          KEY PLAYERS
11.2.1             DEERE AND COMPANY. 161
11.2.2             TRIMBLE INC.
11.2.3             AGCO CORPORATION.. 171
11.2.4             RAVEN INDUSTRIES. 174
11.2.5             DELAVAL (SUBSIDIARY OF TETRA LAVAL INTERNATIONAL, S.A.)
11.2.6             GEA GROUP
11.2.7             AGJUNCTION
11.2.8             ANTELLIQ (SUBSIDIARY OF MERCK & CO., INC)
11.2.9             PONSSE
11.2.10          KOMATSU FOREST
*DETAILS ON BUSINESS OVERVIEW, PRODUCTS OFFERED, RECENT DEVELOPMENTS, SWOT ANALYSIS & MNM VIEW MIGHT NOT BE CAPTURED IN CASE OF UNLISTED COMPANIES.

11.3          OTHER KEY PLAYERS
11.3.1             TEEJET TECHNOLOGIES
11.3.2             TOPCON POSITIONING SYSTEMS
11.3.3             DICKEY-JOHN
11.3.4             CROPMETRICS
11.3.5             DJI
11.3.6             PRECISIONHAWK
11.3.7             HEXAGON AGRICULTURE
11.3.8             GRANULAR
11.3.9             TIGERCAT
11.3.10          TREE METRICS
11.4          INNOVATORS
11.4.1             DESCARTES LABS
11.4.2             DECISIVE FARMING.. 195
11.4.3             CAINTHUS
11.4.4             AUTONOMOUS TRACTOR CORPORATION
11.4.5             SKYX
11.4.6             NILEWORKS INC.
11.4.7             GAMAYA
12.. APPENDIX

LIST OF TABLES

TABLE 1               AGRICULTURE IOT MARKET, BY OFFERING, 2016–2024 (USD MILLION)
TABLE 2               PRECISION FARMING HARDWARE MARKET, BY HARDWARE TYPE,
2016–2024 (USD MILLION)
TABLE 3               PRECISION FARMING AGRICULTURE IOT MARKET FOR AUTOMATION
AND CONTROL SYSTEMS, BY DEVICE TYPE, 2015–2023 (USD MILLION)
TABLE 4               PRECISION FARMING AGRICULTURE IOT MARKET FOR AUTOMATION
AND CONTROL SYSTEMS, BY REGION, 2016–2024 (USD MILLION) 57
TABLE 5               PRECISION FARMING SENSING AND MONITORING DEVICES MARKET,
BY DEVICE TYPE, 2016–2024 (USD MILLION)
TABLE 6               PRECISION FARMING SENSING AND MONITORING DEVICES MARKET,
BY REGION, 2016–2024 (USD MILLION)
TABLE 7               PRECISION FORESTRY HARDWARE MARKET, BY TYPE, 2016–2024 (USD MILLION)
TABLE 8               PRECISION FORESTRY HARDWARE MARKET, BY REGION,
2016–2024 (USD MILLION)
TABLE 9               LIVESTOCK MONITORING HARDWARE MARKET, BY DEVICE TYPE,
2016–2024 (USD MILLION)
TABLE 10             LIVESTOCK MONITORING HARDWARE MARKET, BY REGION,
2016–2024 (USD MILLION)
TABLE 11             FISH FARMING MONITORING AGRICULTURE IOT HARDWARE MARKET,
BY DEVICE TYPE, 2016–2024 (USD MILLION)
TABLE 12             FISH FARM MONITORING AGRICULTURE IOT HARDWARE MARKET,
BY REGION, 2016–2024 (USD MILLION)
TABLE 13             SMART GREENHOUSE HARDWARE MARKET, BY DEVICE TYPE,
2016–2024 (USD MILLION)
TABLE 14             SMART GREENHOUSE HARDWARE MARKET, BY GEOGRAPHY,
2016–2024 (USD MILLION)
TABLE 15             PRECISION FARMING SOFTWARE MARKET, BY REGION,
2016–2024 (USD MILLION)
TABLE 16             PRECISION FARMING SOFTWARE MARKET, BY DEPLOYMENT TYPE,
2016–2024 (USD MILLION)
TABLE 17             LIVESTOCK MONITORING SOFTWARE MARKET, BY REGION,
2016–2024 (USD MILLION)
TABLE 18             LIVESTOCK MONITORING SOFTWARE & SOLUTION MARKET,
BY DEPLOYMENT TYPE, 2015–2023 (USD MILLION)
TABLE 19             FISH FARMING SOFTWARE MARKET, BY REGION, 2016–2024 (USD MILLION)
TABLE 20             FISH FARMING SOFTWARE MARKET, BY DEPLOYMENT TYPE,
2016–2024 (USD MILLION)
TABLE 21             SMART GREENHOUSE SOFTWARE MARKET, BY REGION,
2016–2024 (USD MILLION)
TABLE 22             SMART GREENHOUSE SOFTWARE MARKET, BY DEPLOYMENT TYPE,
2016–2024 (USD MILLION)
TABLE 23             OTHER AGRICULTURE IOT SOFTWARE MARKET, BY REGION,
2016–2024 (USD MILLION)
TABLE 24             OTHER AGRICULTURE IOT SOFTWARE MARKET, BY DEPLOYMENT TYPE,
2016–2024 (USD MILLION)
TABLE 25             AGRICULTURE IOT PRECISION FARMING SERVICES MARKET,
BY REGION, 2016–2024 (USD MILLION)
TABLE 26             AGRICULTURE IOT PRECISION FARMING SERVICES MARKET,
BY SERVICE TYPE, 2016–2024 (USD MILLION)
TABLE 27             LIVESTOCK MONITORING AGRICULTURE IOT SERVICES MARKET,
BY SERVICE TYPE, 2016–2024 (USD MILLION)
TABLE 28             FISH FARMING AGRICULTURE IOT SERVICES MARKET, BY SERVICE TYPE,
2016–2024 (USD MILLION)
TABLE 29             SMART GREENHOUSE AGRICULTURE IOT SERVICES MARKET, BY SERVICE TYPE, 2016–2024 (USD MILLION)
TABLE 30             OTHER AGRICULTURE IOT MARKET, BY SERVICE TYPE, 2016–2024 (USD MILLION)
TABLE 31             AGRICULTURE IOT MARKET, BY AGRICULTURE TYPE, 2016–2024 (USD MILLION)
TABLE 32             PRECISION FARMING MARKET, BY OFFERING, 2016–2024 (USD MILLION)
TABLE 33             PRECISION FARMING MARKET, BY TECHNOLOGY, 2016–2024 (USD MILLION)
TABLE 34             PRECISION FARMING MARKET, BY APPLICATION, 2016–2024 (USD MILLION)
TABLE 35             PRECISION FARMING MARKET, BY REGION, 2016–2024 (USD MILLION)
TABLE 36             PRECISION FORESTRY MARKET, BY OFFERING, 2016–2024 (USD MILLION)
TABLE 37             PRECISION FORESTRY MARKET, BY TECHNOLOGY, 2016–2024 (USD MILLION)
TABLE 38             PRECISION FORESTRY MARKET, BY REGION, 2016–2024 (USD MILLION)
TABLE 39             LIVESTOCK MONITORING MARKET, BY OFFERING, 2016–2024 (USD MILLION)
TABLE 40             LIVESTOCK MONITORING MARKET, BY REGION, 2016–2024 (USD MILLION)
TABLE 41             SMART GREENHOUSE MARKET, BY OFFERING, 2016–2024 (USD MILLION)
TABLE 42             SMART GREENHOUSE MARKET, BY REGION, 2016–2024 (USD MILLION)
TABLE 43             FISH FARM MONITORING MARKET, BY OFFERING, 2016–2024 (USD MILLION)
TABLE 44             FISH FARMING MARKET, BY REGION, 2016–2024 (USD MILLION)
TABLE 45             OTHER AGRICULTURE IOT MARKET, BY OFFERING, 2016–2024 (USD MILLION)
TABLE 46             OTHER AGRICULTURE IOT MARKET, BY REGION, 2016–2024 (USD MILLION)
TABLE 47             AGRICULTURE IOT MARKET, BY APPLICATION, 2016–2024 (USD MILLION)
TABLE 48             AGRICULTURE IOT MARKET FOR PRECISION FARMING APPLICATIONS,
BY TYPE, 2016–2024 (USD MILLION)
TABLE 49             AGRICULTURE IOT MARKET FOR PRECISION FORESTRY APPLICATIONS,
BY TYPE, 2016–2024 (USD MILLION)
TABLE 50             AGRICULTURE IOT PRECISION FORESTRY MARKET FOR CTL TECHNOLOGY,
BY OFFERING, 2016–2024 (USD MILLION)
TABLE 51             AGRICULTURE IOT PRECISION FORESTRY MARKET FOR CTL TECHNOLOGY,
BY REGION, 2016–2024 (USD MILLION)
TABLE 52             AGRICULTURE IOT PRECISION FORESTRY MARKET FOR GEOSPATIAL TECHNOLOGY, BY OFFERING, 2016–2024 (USD MILLION)
TABLE 53             AGRICULTURE IOT PRECISION FORESTRY MARKET FOR GEOSPATIAL TECHNOLOGY, BY REGION, 2016–2024 (USD MILLION)
TABLE 54             AGRICULTURE IOT PRECISION FORESTRY MARKET FOR FIRE DETECTION TECHNOLOGY, BY OFFERING, 2016–2024 (USD MILLION)
TABLE 55             AGRICULTURE IOT PRECISION FORESTRY MARKET FOR FIRE DETECTION SYSTEM, BY REGION, 2016–2024 (USD MILLION)
TABLE 56             AGRICULTURE IOT MARKET FOR LIVESTOCK MONITORING APPLICATIONS,
BY TYPE, 2016–2024 (USD MILLION)
TABLE 57             AGRICULTURE IOT MARKET FOR FISH FARM MONITORING APPLICATIONS,
BY TYPE, 2016–2024 (USD MILLION)
TABLE 58             AGRICULTURE IOT MARKET FOR SMART GREENHOUSE APPLICATIONS,
BY TYPE, 2016–2024 (USD MILLION)
TABLE 59             AGRICULTURE IOT MARKET, BY REGION, 2016–2024 (USD MILLION)
TABLE 60             AGRICULTURE IOT MARKET IN AMERICAS, BY AGRICULTURE TYPE,
2016–2024 (USD MILLION)
TABLE 61             AGRICULTURE IOT MARKET IN AMERICAS, BY REGION, 2016–2024 (USD MILLION)
TABLE 62             AGRICULTURE IOT MARKET FOR PRECISION FARMING IN AMERICAS,
BY REGION, 2016–2024 (USD MILLION)
TABLE 63             AGRICULTURE IOT PRECISION FORESTRY MARKET IN AMERICAS,
BY TECHNOLOGY, 2016–2024 (USD MILLION)
TABLE 64             AGRICULTURE IOT MARKET FOR PRECISION FORESTRY IN AMERICAS,
BY REGION, 2016–2024 (USD MILLION)
TABLE 65             AGRICULTURE IOT MARKET IN NORTH AMERICA, BY AGRICULTURE TYPE,
2016–2024 (USD MILLION)
TABLE 66             AGRICULTURE IOT MARKET IN NORTH AMERICA, BY COUNTRY,
2016–2024 (USD MILLION)
TABLE 67             AGRICULTURE IOT MARKET FOR PRECISION FARMING IN NORTH AMERICA,
BY COUNTRY, 2016–2024 (USD MILLION)
TABLE 68             AGRICULTURE IOT MARKET FOR PRECISION FORESTRY IN NORTH AMERICA,
BY COUNTRY, 2016–2024 (USD MILLION)
TABLE 69             AGRICULTURE IOT MARKET FOR PRECISION FARMING IN THE US,
BY TECHNOLOGY, 2016–2024 (USD MILLION)
TABLE 70             AGRICULTURE IOT MARKET FOR PRECISION FARMING IN CANADA,
BY TECHNOLOGY, 2016–2024 (USD MILLION)
TABLE 71             AGRICULTURE IOT MARKET FOR PRECISION FARMING IN MEXICO,
BY TECHNOLOGY, 2016–2024 (USD MILLION)
TABLE 72             AGRICULTURE IOT MARKET IN SOUTH AMERICA, BY AGRICULTURE TYPE,
2016–2024 (USD MILLION)
TABLE 73             AGRICULTURE IOT MARKET IN SOUTH AMERICA, BY COUNTRY,
2016–2024 (USD MILLION)
TABLE 74             AGRICULTURE IOT MARKET FOR PRECISION FARMING IN SOUTH AMERICA,
BY GEOGRAPHY, 2016–2024 (USD MILLION)
TABLE 75             AGRICULTURE IOT MARKET FOR PRECISION FARMING IN BRAZIL,
BY TECHNOLOGY, 2016–2024 (USD MILLION)
TABLE 76             AGRICULTURE IOT MARKET FOR PRECISION FARMING IN ARGENTINA,
BY TECHNOLOGY, 2016–2024 (USD MILLION)
TABLE 77             AGRICULTURE IOT MARKET IN EUROPE, BY AGRICULTURE TYPE,
2016–2024 (USD MILLION)
TABLE 78             AGRICULTURE IOT MARKET IN EUROPE, BY COUNTRY, 2016–2024 (USD MILLION)
TABLE 79             AGRICULTURE IOT MARKET FOR PRECISION FARMING IN EUROPE,
BY COUNTRY, 2016–2024 (USD MILLION)
TABLE 80             AGRICULTURE IOT PRECISION FORESTRY MARKET IN EUROPE,
BY TECHNOLOGY, 2016–2024 (USD MILLION)
TABLE 81             AGRICULTURE IOT MARKET FOR PRECISION FARMING IN GERMANY,
BY TECHNOLOGY, 2016–2024 (USD MILLION)
TABLE 82             AGRICULTURE IOT MARKET FOR PRECISION FARMING IN THE UK,
BY TECHNOLOGY, 2016–2024 (USD MILLION)
TABLE 83             AGRICULTURE IOT MARKET FOR PRECISION FARMING IN FRANCE,
BY TECHNOLOGY, 2016–2024 (USD MILLION)
TABLE 84             AGRICULTURE IOT MARKET FOR PRECISION FARMING IN ITALY,
BY TECHNOLOGY, 2016–2024 (USD MILLION)
TABLE 85             AGRICULTURE IOT MARKET FOR PRECISION FARMING IN THE NETHERLANDS,
BY TECHNOLOGY, 2016–2024 (USD MILLION)
TABLE 86             AGRICULTURE IOT MARKET IN APAC, BY AGRICULTURE TYPE,
2016–2024 (USD MILLION)
TABLE 87             AGRICULTURE MARKET IN APAC, BY COUNTRY, 2016–2024 (USD MILLION)
TABLE 88             AGRICULTURE IOT MARKET FOR PRECISION FARMING IN APAC,
BY COUNTRY, 2016–2024 (USD MILLION)
TABLE 89             AGRICULTURE IOT PRECISION FORESTRY MARKET IN APAC,
BY TECHNOLOGY, 2016–2024 (USD MILLION)
TABLE 90             AGRICULTURE IOT MARKET FOR PRECISION FARMING IN CHINA,
BY TECHNOLOGY, 2016–2024 (USD MILLION)
TABLE 91             AGRICULTURE IOT MARKET FOR PRECISION FARMING IN JAPAN,
BY TECHNOLOGY, 2016–2024 (USD MILLION)
TABLE 92             AGRICULTURE IOT MARKET FOR PRECISION FARMING IN AUSTRALIA,
BY TECHNOLOGY, 2016–2024 (USD MILLION)
TABLE 93             AGRICULTURE IOT MARKET FOR PRECISION FARMING IN INDIA,
BY TECHNOLOGY, 2016–2024 (USD MILLION)
TABLE 94             AGRICULTURE IOT MARKET FOR PRECISION FARMING IN SOUTH KOREA,
BY TECHNOLOGY, 2016–2024 (USD MILLION)
TABLE 95             AGRICULTURE IOT MARKET IN ROW, BY AGRICULTURE TYPE,
2016–2024 (USD MILLION)
TABLE 96             AGRICULTURE IOT MARKET IN ROW, BY COUNTRY, 2016–2024 (USD MILLION)
TABLE 97             AGRICULTURE IOT PRECISION FORESTRY MARKET IN ROW, BY TECHNOLOGY, 2016–2024 (USD MILLION)
TABLE 98             AGRICULTURE IOT MARKET FOR PRECISION FARMING IN ROW,
BY COUNTRY, 2016–2024 (USD MILLION)
TABLE 99             AGRICULTURE IOT MARKET FOR PRECISION FARMING IN RUSSIA,
BY TECHNOLOGY, 2016–2024 (USD MILLION)
TABLE 100          AGRICULTURE IOT MARKET FOR PRECISION FARMING IN AFRICA,
BY TECHNOLOGY, 2016–2024 (USD MILLION)
TABLE 101          AGRICULTURE IOT MARKET FOR PRECISION FARMING IN MIDDLE EAST,
BY TECHNOLOGY, 2016–2024 (USD MILLION)
TABLE 102          TOP 3 PLAYERS IN AGRICULTURE IOT PRECISION FARMING MARKET, 2018
TABLE 103          TOP 3 PLAYERS IN AGRICULTURE IOT PRECISION FORESTRY MARKET, 2018
TABLE 104          TOP 3 PLAYERS IN AGRICULTURE IOT PRECISION LIVESTOCK
MONITORING MARKET, 2018
TABLE 105          15 MOST RECENT PRODUCT LAUNCHES, PRODUCT DEVELOPMENTS,
AND EXPANSIONS IN AGRICULTURE IOT MARKET
TABLE 106          10 MOST RECENT AGREEMENTS, ACQUISITIONS, COLLABORATIONS,
AND PARTNERSHIPS IN AGRICULTURE IOT MARKET

LIST OF FIGURES

FIGURE 1             AGRICULTURE IOT MARKET: SEGMENTATION
FIGURE 2             AGRICULTURE IOT MARKET: RESEARCH DESIGN
FIGURE 3             PROCESS FLOW
FIGURE 4             MARKET SIZE ESTIMATION METHODOLOGY: BOTTOM-UP APPROACH
FIGURE 5             MARKET SIZE ESTIMATION METHODOLOGY: TOP-DOWN APPROACH
FIGURE 6             MARKET BREAKDOWN AND DATA TRIANGULATION
FIGURE 7             ASSUMPTIONS FOR RESEARCH STUDY
FIGURE 8             HARDWARE TO HOLD LARGEST SHARE OF AGRICULTURE IOT MARKET
DURING FORECAST PERIOD
FIGURE 9             PRECISION FARMING TO HOLD LARGEST SHARE OF AGRICULTURE IOT MARKET DURING FORECAST PERIOD
FIGURE 10          AGRICULTURE IOT MARKET IN APAC TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD   38
FIGURE 11          INCREASING ADOPTION OF IOT TECHNOLOGY BY FARMERS AND GROWERS IS DRIVING AGRICULTURE IOT MARKET GROWTH
FIGURE 12          PRECISION FARMING TO HOLD LARGEST SHARE OF AGRICULTURE IOT MARKET
IN APAC IN 2019
FIGURE 13          HARDWARE TO HOLD LARGEST SIZE OF AGRICULTURE IOT MARKET DURING FORECAST PERIOD
FIGURE 14          AGRICULTURE IOT MARKET FOR FISH FARM MONITORING TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD
FIGURE 15          AMERICAS TO HOLD LARGEST SIZE OF AGRICULTURE IOT MARKET DURING FORECAST PERIOD
FIGURE 16          US TO BE LARGEST SHAREHOLDER IN AGRICULTURE IOT MARKET IN 2019
FIGURE 17          AGRICULTURE IOT MARKET: DRIVERS, RESTRAINTS, OPPORTUNITIES,
AND CHALLENGES
FIGURE 18          WORLD FOOD CONSUMPTION IN KCAL/PERSON/DAY, 2030
FIGURE 19          BIG DATA OPPORTUNITIES – LEADING TREND AMONG KEY MARKET PLAYERS
FIGURE 20          PRESENT AND UPCOMING TECHNOLOGIES IN AGRICULTURE IOT MARKET
FIGURE 21          SUPPLY CHAIN: AGRICULTURE IOT MARKET
FIGURE 22          VALUE CHAIN ANALYSIS: AGRICULTURE IOT MARKET
FIGURE 23          STAKEHOLDERS IN PRECISION FARMING ECOSYSTEM
FIGURE 24          AGRICULTURE IOT SERVICES MARKET TO GROW AT HIGHEST CAGR
FROM 2019 TO 2024
FIGURE 25          IRRIGATION CONTROLLER MARKET TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD
FIGURE 26          YYIELD MONITORS TO HOLD LARGEST SHARE OF MARKET FOR SENSING
AND MONITORING DEVICES IN 2019
FIGURE 27          PRECISION FARMING TO HOLD LARGEST SIZE OF AGRICULTURE IOT MARKET DURING FORECAST PERIOD
FIGURE 28          FISH FARMING APPLICATIONS TO EXHIBIT HIGHEST CAGR IN AGRICULTURE IOT MARKET DURING FORECAST PERIOD
FIGURE 29          COUNTRIES IN APAC EXPECTED TO WITNESS SIGNIFICANTLY HIGH CAGR
IN AGRICULTURE IOT MARKET DURING FORECAST PERIOD
FIGURE 30          AMERICAS: AGRICULTURE IOT MARKET SNAPSHOT
FIGURE 31          EUROPE: AGRICULTURE IOT MARKET SNAPSHOT
FIGURE 32          ASIA PACIFIC: AGRICULTURE IOT MARKET SNAPSHOT
FIGURE 33          STRATEGIES ADOPTED BY AGRICULTURE IOT MARKET PLAYERS FROM SEPTEMBER 2017 TO SEPTEMBER 2019
FIGURE 34          AGRICULTURE IOT MARKET COMPETITIVE LEADERSHIP MAPPING, 2018
FIGURE 35          DEERE AND COMPANY: COMPANY SNAPSHOT
FIGURE 36          TRIMBLE INC.: COMPANY SNAPSHOT
FIGURE 37          AGCO CORPORATION: COMPANY SNAPSHOT
FIGURE 38          RAVEN INDUSTRIES: COMPANY SNAPSHOT
FIGURE 39          DELAVAL: COMPANY SNAPSHOT
FIGURE 40          GEA GROUP: COMPANY SNAPSHOT
FIGURE 41          AGJUNCTION: COMPANY SNAPSHOT
FIGURE 42          PONSSE: COMPANY SNAPSHOT

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