세계의 스마트 농업 시장 예측(-2029년) : 정밀농업, 가축 모니터링, 정밀 수산양식, 온클라우드, 온프레미스, 시스템 통합 및 컨설팅, 수확 관리, HVAC 관리, 물 및 비료 관리
Smart Agriculture Market by Precision Farming, Livestock Monitoring, Precision Aquaculture, On-Cloud, On-Premises, System Integration & Consulting, Harvesting Management, HVAC Management and Water and Fertilizer Management - Global Forecast to 2029
상품코드:1617392
리서치사:MarketsandMarkets
발행일:2024년 12월
페이지 정보:영문 296 Pages
라이선스 & 가격 (부가세 별도)
ㅁ Add-on 가능: 고객의 요청에 따라 일정한 범위 내에서 Customization이 가능합니다. 자세한 사항은 문의해 주시기 바랍니다.
한글목차
세계의 스마트 농업 시장 규모는 2024년 144억 달러에서 2029년까지 233억 8,000만 달러에 달할 것으로 예측되며, 2024-2029년에 CAGR로 10.2%의 성장이 전망됩니다.
조사 범위
조사 대상년
2020-2029년
기준년
2023년
예측 기간
2024-2029년
단위
10억 달러
부문
농업 유형, 제공, 농장 규모, 용도, 지역
대상 지역
북미, 유럽, 아시아태평양, 기타 지역
"지속가능한 실천에 대한 관심이 높아지면서 스마트 농업 시장이 확대되고 있습니다."
스마트 농업 시장 성장은 지속가능한 농업 관행에 대한 요구가 증가함에 의해 촉진되고 있습니다. 이러한 기술은 환경에 미치는 영향을 줄이고 더 높은 생산성을 유지할 수 있는 기본적인 툴을 제공하기 때문입니다. 따라서 스마트 농업은 데이터베이스 의사결정을 통해 낭비와 비효율을 줄이고, IoT 센서, AI 애널리틱스, 자동화된 기계를 실시간으로 모니터링하고 제어할 수 있으며, 다양한 작물 조건에서 농업에 대한 지속가능한 접근 방식을 구현할 수 있도록 돕습니다. 농업에 대한 지속가능한 접근을 가능하게 합니다. 이러한 정확성은 토양의 건전성과 생물 다양성을 유지하면서 최소한의 자원으로 더 높은 수확량을 창출할 수 있습니다. 전 세계에서 지속가능성에 대한 인식이 높아지는 가운데, 이러한 장점으로 인해 스마트 농업은 환경과 생태계를 위한 중요한 투자가 될 수 있습니다.
"가축 모니터링은 예측 기간 중 가장 높은 CAGR을 나타낼 것으로 예상됩니다."
가축 모니터링은 현대 축산업에서 중요한 역할을 하고 있으며, 가축의 건강 상태, 생산성 및 복지 향상에 초점을 맞추었습니다. 가축 모니터링은 다양한 기술과 기법을 사용하여 농가가 동물의 행동, 건강 상태 및 성과와 관련된 데이터를 수집, 분석 및 해석할 수 있도록 합니다. 이러한 데이터베이스 접근 방식은 농가가 가축을 관리하는 방법에 대해 정보에 입각한 결정을 내릴 수 있도록 돕습니다. 가축 모니터링에서 중요한 툴은 목걸이나 귀표와 같은 웨어러블 기기입니다. 이러한 장비는 실시간 모니터링을 제공하므로 농가는 가축의 건강 상태와 웰빙에 대한 정보를 항상 파악할 수 있습니다. 따라서 가축 모니터링 용도는 예측 기간 중 가장 높은 CAGR을 나타낼 것으로 예상됩니다.
"아시아태평양이 예측 기간 중 가장 높은 CAGR로 성장할 것으로 예상됩니다."
가변 속도 시스템, 스마트 관개 컨트롤러, AI 기반 농장 분석 서비스 등의 기술 채택 증가가 이 지역의 주요 성장 동력으로 작용하고 있습니다. 또한 이 지역 전체에서 축산 및 양식업 자동화에 대한 수요가 증가함에 따라 시장은 더욱 확대될 것으로 예상됩니다. 중국, 호주, 인도, 일본 등에서는 가축의 수가 증가하고 있으며, 더 많은 육류 제품에 대한 수요가 증가하고 있습니다. 빠른 반응, 신뢰성, 비용 효율성 등 스마트 농업 기술의 이점에 대한 농장주들의 지식이 증가함에 따라 아시아태평양에서 이러한 솔루션에 대한 수요가 더욱 늘어날 것으로 보입니다.
세계의 스마트 농업 시장에 대해 조사분석했으며, 주요 촉진요인과 억제요인, 경쟁 구도, 향후 동향등의 정보를 제공하고 있습니다.
목차
제1장 서론
제2장 조사 방법
제3장 개요
제4장 중요 인사이트
스마트 농업 시장에서의 매력적인 성장 기회
스마트 농업 시장 : 용도별
스마트 농업 시장 : 농장 규모별
스마트 농업 시장 : 농업 유형별
스마트 농업 시장 : 제공별
아메리카의 스마트 농업 시장 : 농업 유형별, 국가별(2024년)
제5장 시장의 개요
서론
시장 역학
촉진요인
억제요인
기회
과제
밸류체인 분석
에코시스템 분석
투자와 자금조달 시나리오
고객 비즈니스에 영향을 미치는 동향/혼란
기술 분석
주요 기술
보완 기술
인접 기술
가격 분석
주요 기업의 평균 판매 가격
스마트 농업 시스템의 평균 판매 가격 동향 : 제품별
스마트 농업 시스템의 평균 판매 가격 동향 : 지역별
주요 이해관계자와 구입 기준
Porter's Five Forces 분석
스마트 농업 시장에 대한 AI/생성형 AI의 영향
사례 연구
무역 분석
수입 시나리오(HS 코드 8432)
수출 시나리오(HS 코드 8432)
특허 분석
규제 상황
규제기관, 정부기관, 기타 조직
표준
주요 컨퍼런스와 이벤트(2024-2025년)
제6장 스마트 농업에서 사용되는 접속 기술
서론
IoT
셀룰러 IoT
LoRa
GNSS(GLOBAL NAVIGATION SATELLITE SYSTEM)
제7장 스마트 농업 시장 : 농장 규모별
서론
대규모 농장
중규모 농장
소규모 농장
제8장 스마트 농업 시장 : 농업 유형별
서론
정밀농업
가축 모니터링
정밀 수산양식
정밀 임업
스마트 그린하우스
기타 농업 유형
제9장 스마트 농업 시장 : 제공별
서론
하드웨어
소프트웨어
서비스
제10장 스마트 농업 시장 : 용도별
서론
정밀농업
가축 모니터링
정밀 수산양식
정밀 임업
스마트 그린하우스
기타 용도
제11장 스마트 농업 시장 : 지역별
서론
아메리카
미국 거시경제 전망
북미
남미
유럽
유럽의 거시경제 전망
독일
영국
프랑스
이탈리아
네덜란드
기타 유럽
아시아태평양
아시아태평양의 거시경제 전망
중국
일본
호주
인도
한국
기타 아시아태평양
기타 지역
기타 지역의 거시경제 전망
아프리카
러시아
중동
제12장 경쟁 구도
서론
주요 참여 기업의 전략/강점(2020-2024년)
매출 분석
시장 점유율 분석(2023년)
기업의 평가와 재무 지표
브랜드/제품 비교
기업 평가 매트릭스 : 주요 기업(2023년)
경쟁의 평가 매트릭스 : 스타트업/중소기업(2023년)
경쟁 구도와 동향
제13장 기업 개요
서론
주요 기업
DEERE & COMPANY
TRIMBLE INC.
AGCO CORPORATION
TOPCON
DELAVAL
AKVA GROUP
ALLFLEX LIVESTOCK INTELLIGENCE(MSD ANIMAL HEALTH)
INNOVASEA SYSTEMS INC.
AFIMILK LTD.
HELIOSPECTRA
기타 기업
PONSSE OYJ
KOMATSU FOREST
SCALEAQ
TIGERCAT INTERNATIONAL INC.
AG LEADER TECHNOLOGY
CERTHON
NEDAP N.V.
ARGUS CONTROL SYSTEMS LIMITED
DAIRYMASTER
DICKEY-JOHN
ABACO S.P.A.
TEEJET TECHNOLOGIES
FANCOM BV
SENSAPHONE
BOUMATIC
CERESAI
RAVEN INDUSTRIES, INC.
제14장 부록
KSA
영문 목차
영문목차
The smart agriculture market is expected to reach USD 23.38 billion by 2029 from USD 14.40 billion in 2024, at a CAGR of 10.2% during the 2024-2029 period.
Scope of the Report
Years Considered for the Study
2020-2029
Base Year
2023
Forecast Period
2024-2029
Units Considered
Value (USD Billion)
Segments
By Agriculture Type, Offering, Farm Size, Application, and Region
Regions covered
North America, Europe, APAC, RoW
"The growing emphasis on sustainable practices is propelling the expansion of the smart agriculture market."
Market growth in smart agriculture is driven by increased need for sustainable agricultural practices. As these technologies deliver fundamental tools that lessen environmental impact and maintain higher productivity. Smart agriculture thus empowers the farmers to use their resources better through data-driven decisions which reduces any wastage or inefficiency. IOT sensors, AI analytics, and automated machinery deliver a sustainable approach towards farming in various crop conditions as they can be monitored and regulated in real-time. This accuracy produces enhanced yields with minimum resources, while maintaining soil health and biodiversity. Due to the growing awareness of sustainability across the world, these benefits make smart agriculture an important investment for both environmental and ecological issues.
"Livestock monitoring is expected to register the highest CAGR during the forecast period"
Livestock monitoring plays a crucial role in modern animal husbandry, focusing on enhancing the health, productivity, and welfare of farm animals. By employing various technologies and techniques, livestock monitoring enables farmers to collect, analyze, and interpret data related to animal behavior, health, and performance. This data-driven approach helps farmers make informed decisions regarding animal management practices. A key tool in livestock monitoring is wearable devices, such as collars or ear tags, which are equipped with sensors that track vital parameters like movement, temperature, and other physiological data of individual animals. These devices provide real-time monitoring, allowing farmers to stay informed about the health and well-being of their animals. Therefore, livestock monitoring application is expected to register the highest CAGR during the forecast period
"Asia Pacific is projected to grow at the highest CAGR during the forecast period"
The Asia Pacific region is expected to grow at the highest CAGR during the forecast period in the smart agriculture market. The rising adoption of technologies such as variable rate systems, smart irrigation controllers, and AI-powered farm analytics services is a major growth driver in this region. Moreover, the growing demand for automation in livestock and aquaculture farming across the region is anticipated to further enhance the market. Increasing animal numbers and the need for more meat products in places such as China, Australia, India, and Japan further catalyzes regional growth. The growing knowledge among farm owners about the benefits of smart agricultural technologies, such as faster responses, reliability, and cost efficiency, will further boost demand for such solutions in the Asia Pacific.
In-depth interviews have been conducted with chief executive officers (CEOs), Directors, and other executives from various key organizations operating in the smart agriculture market.
The break-up of the profile of primary participants in the smart agriculture market-
By Company Type: Tier 1 - 40%, Tier 2 - 40%, Tier 3 - 20%
By Region Type: Americas - 40%, Europe -20 %, Asia Pacific- 30%, RoW - 10%,
The major players in the smart agriculture market are Deere & Company (US), Trimble Inc. (US), AGCO Corporation (US), Topcon (US), DeLaval (Sweden), AKVA Group (Norway), Allflex Livestock Intelligence (MSD Animal Health), Innovasea Systems Inc. (US), Afimilk Ltd. (Israel), Heliospectra (Sweden), Ponsse Oyj (Finland), Komatsu Forest (Sweden), ScaleAQ (Norway), Tigercat International Inc. (Canada), Ag Leader Technology (US), Certhon, Nedap N.V. (Netherlands), Argus Control Systems Limited (Canada), DAIRYMASTER (Ireland), DICKEY-john (US), ABACO S.P.A. (Italy), TeeJet Technologies (US), Fancom BV (Netherlands), Sensaphone (US), BouMatic (US), and CeresAI (US).
Research Coverage
This report has categorized the smart agriculture market by agriculture type (precision farming, precision forestry, livestock monitoring, precision aquaculture, smart greenhouse, other agriculture types), offering (hardware, software, services), farm size (small, medium, and large), application (precision farming, precision forestry, livestock monitoring, precision aquaculture, smart greenhouse, other applications), and region (Americas, Europe, Asia Pacific, RoW). The scope of the report covers detailed information regarding the major factors, such as drivers, restraints, challenges, and opportunities, influencing the growth of the smart agriculture market. A detailed analysis of the key industry players has been done to provide insights into their business overview, solutions, and services; key strategies; collaborations, partnerships, agreements, contracts, product launches, product developments, joint ventures, sales partnerships, acquisitions, and recent developments associated with the smart agriculture market. Competitive analysis of upcoming startups in the smart agriculture market ecosystem is covered in this report
Reasons to buy the report:
The report will help the market leaders/new entrants in this market with information on the closest approximate revenues for the overall smart agriculture market and related segments. This report will help stakeholders understand the competitive landscape and gain more insights to strengthen their position in the market and plan suitable go-to-market strategies. The report also helps stakeholders understand the objectives of the market and provides information on key market drivers, restraints, opportunities, and challenges.
The report provides insights on the following pointers:
Analysis of key drivers (The growing emphasis on sustainable practices is propelling the expansion of the smart agriculture market), restraints (interoperability issues due to absence of standardization and protocols), opportunities (accelerating investments and initiatives towards smart agriculture), and challenges (presence of security and privacy risks)
Product Development/Innovation: Detailed insights on upcoming technologies, research & development activities, and new product launches, and product developments in the smart agriculture market
Market Development: Comprehensive information about lucrative markets - the report analyses the smart agriculture market across varied regions.
Market Diversification: Detailed information about new products, untapped geographies, recent developments, and investments in the smart agriculture market
Competitive Assessment: In-depth assessment of market shares, growth strategies, and product offerings of leading players like Deere & Company (US), Trimble Inc. (US), AGCO Corporation (US), Topcon (US), DeLaval (Sweden).
TABLE OF CONTENTS
1 INTRODUCTION
1.1 STUDY OBJECTIVES
1.2 MARKET DEFINITION
1.3 STUDY SCOPE
1.3.1 MARKETS COVERED AND REGIONAL SCOPE
1.3.2 INCLUSIONS AND EXCLUSIONS, BY COMPANY
1.3.3 INCLUSIONS AND EXCLUSIONS, BY AGRICULTURE TYPE
1.3.4 INCLUSIONS AND EXCLUSIONS, BY OFFERING
1.3.5 INCLUSIONS AND EXCLUSIONS, BY FARM SIZE
1.3.6 INCLUSIONS AND EXCLUSIONS, BY APPLICATION
1.3.7 INCLUSIONS AND EXCLUSIONS, BY REGION
1.3.8 YEARS CONSIDERED
1.4 CURRENCY
1.5 UNITS CONSIDERED
1.6 LIMITATIONS
1.7 STAKEHOLDERS
1.8 SUMMARY OF CHANGES
2 RESEARCH METHODOLOGY
2.1 RESEARCH APPROACH
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 List of key primary interview participants
2.1.2.3 Breakdown of primaries
2.1.2.4 Key data from primary sources
2.1.2.5 Key industry insights
2.1.3 SECONDARY AND PRIMARY RESEARCH
2.2 MARKET SIZE ESTIMATION
2.2.1 BOTTOM-UP APPROACH
2.2.1.1 Approach to obtain market size using bottom-up analysis (demand side)
2.2.2 TOP-DOWN APPROACH
2.2.2.1 Approach to obtain market size using top-down analysis (supply side)
2.3 FACTOR ANALYSIS
2.3.1 SUPPLY-SIDE ANALYSIS
2.3.2 GROWTH FORECAST ASSUMPTIONS
2.4 MARKET BREAKDOWN AND DATA TRIANGULATION
2.5 RESEARCH ASSUMPTIONS
2.6 RISK ASSESSMENT
3 EXECUTIVE SUMMARY
4 PREMIUM INSIGHTS
4.1 ATTRACTIVE GROWTH OPPORTUNITIES IN SMART AGRICULTURE MARKET
4.2 SMART AGRICULTURE MARKET, BY APPLICATION
4.3 SMART AGRICULTURE MARKET, BY FARM SIZE
4.4 SMART AGRICULTURE MARKET, BY AGRICULTURE TYPE
4.5 SMART AGRICULTURE MARKET, BY OFFERING
4.6 SMART AGRICULTURE MARKET IN AMERICAS, BY AGRICULTURE TYPE AND COUNTRY, 2024
5 MARKET OVERVIEW
5.1 INTRODUCTION
5.2 MARKET DYNAMICS
5.2.1 DRIVERS
5.2.1.1 Growing pressure on food supply chain
5.2.1.2 Accelerating demand for IoT and AI-based systems
5.2.1.3 Surging demand for sustainable practices
5.2.2 RESTRAINTS
5.2.2.1 Interoperability issues due to lack of standardization and protocols
5.2.2.2 High initial cost
5.2.2.3 Connectivity and infrastructure limitations
5.2.3 OPPORTUNITIES
5.2.3.1 Increasing integration of drones and robotic systems
5.2.3.2 Surging investment and initiatives towards smart agriculture
5.2.4 CHALLENGES
5.2.4.1 Lack of digital literacy
5.2.4.2 Security and privacy infringement
5.3 VALUE CHAIN ANALYSIS
5.4 ECOSYSTEM ANALYSIS
5.5 INVESTMENT AND FUNDING SCENARIO
5.6 TRENDS/DISRUPTIONS IMPACTING CUSTOMER BUSINESS
5.7 TECHNOLOGY ANALYSIS
5.7.1 KEY TECHNOLOGIES
5.7.1.1 Internet of Things (IoT)
5.7.1.2 M2M solutions
5.7.1.3 Robotics
5.7.1.4 Artificial Intelligence (AI)
5.7.1.5 Blockchain
5.7.2 COMPLEMENTARY TECHNOLOGIES
5.7.2.1 Robotic cages
5.7.2.2 Underwater drones
5.7.2.3 Telematics integration with forest mechanization
5.7.3 ADJACENT TECHNOLOGIES
5.7.3.1 LiDAR-fitted UAVs
5.8 PRICING ANALYSIS
5.8.1 AVERAGE SELLING PRICE OF KEY PLAYERS
5.8.2 AVERAGE SELLING PRICE TREND OF SMART AGRICULTURE SYSTEMS, BY OFFERING
5.8.3 AVERAGE SELLING PRICE TREND OF SMART AGRICULTURE SYSTEMS, BY REGION
5.9 KEY STAKEHOLDERS & BUYING CRITERIA
5.9.1 KEY STAKEHOLDERS IN BUYING PROCESS
5.9.2 BUYING CRITERIA
5.10 PORTER'S FIVE FORCES ANALYSIS
5.10.1 THREAT OF NEW ENTRANTS
5.10.2 THREAT OF SUBSTITUTES
5.10.3 BARGAINING POWER OF SUPPLIERS
5.10.4 BARGAINING POWER OF BUYERS
5.10.5 INTENSITY OF COMPETITIVE RIVALRY
5.11 IMPACT OF AI/GEN AI ON SMART AGRICULTURE MARKET
5.12 CASE STUDIES
5.12.1 ADOPTION OF INNOVASEA SYSTEM'S TURN-KEY SOLUTION HELPED ESTABLISH OPEN BLUE'S OPEN-OCEAN FISH FARM
5.12.2 INNOVASEA SYSTEM DEVELOPED EVOLUTION PEN FOR EARTH OCEAN FARMS TO RESOLVE SEASONAL CHALLENGES
5.12.3 PHILIPS LIGHTING AND LEROY SEAFOOD DEVELOPED INTELLIGENT LED LIGHTING SOLUTION FOR NORWAY'S SALMON INDUSTRY
5.12.4 AKVA GROUP PROVIDED AQUACULTURE PRODUCTS TO ERKO SEAFOOD TO SUPPORT SALMON AND TROUT PRODUCTION
5.13 TRADE ANALYSIS
5.13.1 IMPORT SCENARIO (HS CODE 8432)
5.13.2 EXPORT SCENARIO (HS CODE 8432)
5.14 PATENT ANALYSIS
5.15 REGULATORY LANDSCAPE
5.15.1 REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
5.15.2 STANDARDS
5.16 KEY CONFERENCES & EVENTS, 2024-2025
6 CONNECTING TECHNOLOGIES USED IN SMART AGRICULTURE
6.1 INTRODUCTION
6.2 INTERNET OF THINGS (IOT)
6.3 CELLULAR IOT
6.3.1 LTE-M
6.3.2 NB-IOT
6.4 LORA
6.5 GLOBAL NAVIGATION SATELLITE SYSTEM (GNSS)
7 SMART AGRICULTURE MARKET, BY FARM SIZE
7.1 INTRODUCTION
7.2 LARGE FARMS
7.2.1 GROWING DEPENDENCE ON HIRED LABOR FOR OPERATIONAL MANAGEMENT
7.3 MEDIUM FARMS
7.3.1 SURGING NEED TO LOWER LABOR COSTS AND IMPROVE PRODUCTIVITY
7.4 SMALL FARMS
7.4.1 SMALL FARMS IN ASIA PACIFIC REGION INCREASINGLY ADOPTING ADVANCED TECHNOLOGIES FOR FARMING
8 SMART AGRICULTURE MARKET, BY AGRICULTURE TYPE
8.1 INTRODUCTION
8.2 PRECISION FARMING
8.2.1 RISING DEMAND FOR HIGHER FARM EFFICIENCY AND INCREASE IN CROP PRODUCTIVITY
8.3 LIVESTOCK MONITORING
8.3.1 DEMAND FOR CUTTING-EDGE TECHNOLOGIES AND TOOLS GROWING TO ENHANCE PRODUCTIVITY AND PROFITABILITY IN DAIRY FARMING
8.4 PRECISION AQUACULTURE
8.4.1 INCREASING INTEGRATION OF SMART TECHNOLOGIES TO MONITOR AQUAFARMS
8.4.2 SMART FEEDING SYSTEMS
8.4.3 MONITORING AND CONTROL SYSTEMS
8.4.4 UNDERWATER REMOTELY OPERATED VEHICLES
8.5 PRECISION FORESTRY
8.5.1 GROWING NEED TO GATHER REAL-TIME INFORMATION FOR DECISION-MAKING TO DRIVE MARKET
8.6 SMART GREENHOUSE
8.6.1 SURGING NEED TO IMPROVE OPERATIONS USING WIRED AND WIRELESS TECHNOLOGIES
8.7 OTHER AGRICULTURE TYPES
9 SMART AGRICULTURE MARKET, BY OFFERING
9.1 INTRODUCTION
9.2 HARDWARE
9.2.1 PRECISION FARMING HARDWARE
9.2.1.1 Growing availability of precision farming tools to fuel demand
9.2.1.2 Automation & control systems
9.2.1.2.1 Drones/UAVs
9.2.1.2.1.1 Growing need for significant cost savings and accurate data for VRT applications to drive demand
9.2.1.2.2 Irrigation controllers
9.2.1.2.2.1 Increasing need to improve efficiency, reduce energy consumption, and maximize crop productivity to support market growth
9.2.1.2.3 GPS/GNSS devices
9.2.1.2.3.1 Accelerating need to resolve poor visibility conditions to increase demand
9.2.1.2.4 Flow and application control devices
9.2.1.2.4.1 Helps eliminate overlap and double coverage, saves inputs, and promotes efficiency
9.2.1.2.5 Guidance and steering systems
9.2.1.2.5.1 Helps reduce overlap and inward drift
9.2.1.2.6 Handheld mobile devices/handheld computers
9.2.1.2.6.1 Rising need for collection of field records, soil nutrient data, and soil moisture information to increase adoption
9.2.1.2.7 Displays
9.2.1.2.7.1 Surging need for farmers to view farm-related information in real time
9.2.1.2.8 Others
9.2.1.3 Sensing & monitoring devices
9.2.1.3.1 Yield monitors
9.2.1.3.1.1 Rising need to collect real-time data on crop yields
9.2.1.3.2 Soil sensors
9.2.1.3.2.1 Rising need to provide real-time data on various soil properties to drive market
9.2.1.3.3 Nutrient sensors
9.2.1.3.3.1 Increasing need to measure levels of essential plant nutrients
9.2.1.3.4 Moisture sensors
9.2.1.3.4.1 Accelerating demand for moisture sensors to manage irrigation systems more efficiently
9.2.1.3.5 Temperature sensors
9.2.1.3.5.1 Temperature sensors used to make sowing decisions and check soil sustainability for planting
9.2.1.4 Water sensors
9.2.1.4.1 Assist farmers in determining most efficient and effective times to water crops
9.2.1.5 Climate sensors
9.2.1.5.1 Rising need to monitor and record climate changes to drive demand
9.2.1.6 Other sensors
9.2.2 LIVESTOCK MONITORING HARDWARE
9.2.2.1 Increasing demand for efficient resource management, livestock tracking, and devising and managing feeding and milking plans
9.2.2.2 RFID tags & readers
9.2.2.2.1 Growing need to track and monitor livestock, crops, and farm assets to drive demand
9.2.2.3 Sensors
9.2.2.3.1 Growing demand for enhanced livestock monitoring applications
9.2.2.4 Transmitters & mounting equipment
9.2.2.4.1 Enables owners to observe animals' behavior through video feed
9.2.2.5 GPS
9.2.2.5.1 Rising need for aid in animal management to drive market
9.2.2.6 Others
9.2.3 PRECISION FORESTRY HARDWARE
9.2.3.1 Rising need to optimize efficiency and accuracy of forest management operations
9.2.3.2 Harvesters & forwarders
9.2.3.2.1 Surging importance for precision forestry operations to fuel market growth
9.2.3.3 UAVs/Drones
9.2.3.3.1 Rising need for planting trees and reducing associated costs
9.2.3.4 GPS
9.2.3.4.1 Rising demand for site-specific tree management with high precision
9.2.3.5 Cameras
9.2.3.5.1 Growing need to monitor trees in forests to drive demand
9.2.3.6 Sensors & RFID tags
9.2.3.6.1 Rising number of illegal cutting and smuggling of trees
9.2.3.7 Variable rate controllers
9.2.3.7.1 Rising adoption in application of herbicides and fertilizers
9.2.3.8 Others
9.2.4 PRECISION AQUACULTURE HARDWARE
9.2.4.1 Surging need for effective management of aquaculture farms
9.2.4.2 Monitoring devices
9.2.4.2.1 Increasing need for aquatic farm efficiency and productivity
9.2.4.2.2 Temperature and environmental monitoring devices
9.2.4.2.3 pH and dissolved oxygen sensors
9.2.4.2.4 Others
9.2.4.3 Camera systems
9.2.4.3.1 Rising demand to monitor feeding response, feeding rate, and fish behavior
9.2.4.4 Control systems
9.2.4.4.1 Need for comprehensive control over aquaculture operations to drive demand
9.2.4.5 Others
9.2.5 SMART GREENHOUSE HARDWARE
9.2.5.1 Increasing need to improve plant growth, increase yields, and reduce waste
9.2.5.2 HVAC systems
9.2.5.2.1 Demand for improved indoor environment in smart greenhouses
9.2.5.3 LED grow lights
9.2.5.3.1 Growing use as supplemental lighting source to drive market
9.2.5.4 Irrigation systems
9.2.5.4.1 Surging adoption for proper and timely watering of each zone in greenhouses
9.2.5.5 Material handling equipment
9.2.5.5.1 Growing adoption for mechanization of greenhouses
9.2.5.6 Valves & pumps
9.2.5.6.1 Growing need to maintain optimal flow of water in greenhouses
9.2.5.7 Control systems
9.2.5.7.1 Rising need for ease in heating and cooling operations
9.2.5.8 Sensors & cameras
9.2.5.8.1 Growing need for quantitative information to guide farm owners
9.2.6 OTHER HARDWARE
9.3 SOFTWARE
9.3.1 ON-PREMISES SOFTWARE
9.3.1.1 Offers lower cost of ownership
9.3.2 ON-CLOUD
9.3.2.1 Enables shared processing of resources and data to users
9.3.2.2 Software-as-a-Service (SaaS)
9.3.2.3 Platform-as-a-Service (PaaS)
9.3.3 AI & DATA ANALYTICS
9.3.3.1 Growing need to improve harvest quality and accuracy
9.3.3.2 Farm management software
9.4 SERVICES
9.4.1 SYSTEM INTEGRATION AND CONSULTING SERVICES
9.4.1.1 Growing demand for troubleshooting and diagnosing farm management issues
9.4.2 MANAGED SERVICES
9.4.2.1 Need for suggestions to farmers to enhance production
9.4.2.2 Farm operation services
9.4.2.3 Data services
9.4.2.4 Analytics services
9.4.3 CONNECTIVITY SERVICES
9.4.3.1 Rising demand for proper communication between devices and end users
9.4.4 ASSISTED PROFESSIONAL SERVICES
9.4.4.1 Helps improve standards of projects to meet industry benchmarks
9.4.4.2 Supply chain management services
9.4.4.3 Climate information services
9.4.4.4 Other services
9.4.5 MAINTENANCE AND SUPPORT SERVICES
9.4.5.1 Growing demand for efficient farm operations to increase adoption
9.4.5.2 Installation and deployment services
10 SMART AGRICULTURE MARKET, BY APPLICATION
10.1 INTRODUCTION
10.2 PRECISION FARMING
10.2.1 GROWING DEMAND FOR ENHANCED AGRICULTURAL PRODUCTION
10.2.2 YIELD MONITORING
10.2.2.1 Helps maximize yields by optimizing irrigation and fertilizer application
10.2.2.2 On-farm yield monitoring
10.2.2.3 Off-farm yield monitoring
10.2.3 CROP SCOUTING
10.2.3.1 Rising demand for crop management tool for making timely decisions during harvesting
10.2.4 FIELD MAPPING
10.2.4.1 Helps farmers in decision-making related to yield production
10.2.4.2 Boundary mapping
10.2.4.3 Drainage mapping
10.2.5 VARIABLE RATE APPLICATION
10.2.5.1 Increasing need to optimize crop input for efficient farming
10.2.5.2 Precision irrigation
10.2.5.3 Precision seeding
10.2.5.4 Precision fertilization
10.2.5.5 Pesticide VRA
10.2.6 WEATHER TRACKING & FORECASTING
10.2.6.1 Rising need to take precautionary measures for farm protection from natural calamities
10.2.7 INVENTORY MANAGEMENT
10.2.7.1 Growing demand to track and organize materials, irrigation parts, and chemicals to drive market
10.2.8 FARM LABOR MANAGEMENT
10.2.8.1 Helps optimize production and manage cost
10.2.9 FINANCIAL MANAGEMENT
10.2.9.1 Financial management critical for optimum fund utilization and determining capital investment
10.2.10 OTHERS
10.3 LIVESTOCK MONITORING
10.3.1 NEED TO ENABLE REAL-TIME MONITORING OF HEALTH AND WELL-BEING OF ANIMALS TO DRIVE MARKET
10.3.2 MILK HARVESTING MANAGEMENT
10.3.2.1 Need to reduce labor costs and increase milking efficiency through automated milk harvesting
10.3.3 BREEDING MANAGEMENT
10.3.3.1 Breeding management necessary for enhancing long-term animal productivity
10.3.4 FEEDING MANAGEMENT
10.3.4.1 Rising need to accurately formulate animal diet to drive market
10.3.5 HEAT STRESS MANAGEMENT
10.3.5.1 Need for maintaining comfortable environment for dairy cows to drive demand
10.3.6 ANIMAL COMFORT MANAGEMENT
10.3.6.1 Increasing awareness about animal health and well-being to support market growth
10.3.7 BEHAVIOR MONITORING AND CONTROL
10.3.7.1 Rising demand for early detection of any deviations in animal behavior
10.3.8 OTHERS
10.4 PRECISION AQUACULTURE
10.4.1 GROWING NEED TO OPTIMIZE AQUACULTURE PRODUCTION AND MANAGEMENT
10.4.2 FEEDING MANAGEMENT
10.4.2.1 Feeding management necessary to avoid overfeeding
10.4.3 MONITORING, CONTROL, AND SURVEILLANCE
10.4.3.1 Rising need to minimize waste and environmental impact
10.4.4 OTHERS
10.5 PRECISION FORESTRY
10.5.1 RISING NEED TO IMPROVE SUSTAINABILITY OF FORESTRY PRACTICES
10.5.2 GENETICS & NURSERIES
10.5.2.1 Use of UAVs in seed planting revolutionizing plantation management
10.5.3 SILVICULTURE & FIRE MANAGEMENT
10.5.3.1 Rising need to minimize damage and casualties due to wildfires
10.5.4 HARVESTING MANAGEMENT
10.5.4.1 Harvesting management essential for preventing forest damage
10.5.5 INVENTORY & LOGISTICS MANAGEMENT
10.5.5.1 Need to diminish manual error and enable quick reporting and data processing
10.6 SMART GREENHOUSE
10.6.1 HVAC MANAGEMENT WIDELY ADOPTED IN SMART GREENHOUSES
10.6.2 HVAC MANAGEMENT
10.6.2.1 Need to regulate temperature for favorable plant growth to drive demand
10.6.3 YIELD MONITORING & HARVESTING
10.6.3.1 Surging need for improved efficiency and productivity of greenhouse operations
10.6.4 WATER & FERTILIZER MANAGEMENT
10.6.4.1 Need to reduce water wastage and production costs of greenhouses to drive market
10.6.5 OTHERS
10.7 OTHER APPLICATIONS
11 SMART AGRICULTURE MARKET, BY REGION
11.1 INTRODUCTION
11.2 AMERICAS
11.2.1 MACROECONOMIC OUTLOOK FOR AMERICAS
11.2.2 NORTH AMERICA
11.2.2.1 US
11.2.2.1.1 Increasing presence of key players to boost market growth
11.2.2.2 Canada
11.2.2.2.1 Surging government initiatives and investments to fuel market growth
11.2.2.3 Mexico
11.2.2.3.1 Government initiatives to promote use of remote sensing technology to accelerate market growth
11.2.3 SOUTH AMERICA
11.2.3.1 Brazil
11.2.3.1.1 Availability of large lands at low cost to propel market
11.2.3.2 Argentina
11.2.3.2.1 Increasing crop production areas to drive market growth
11.2.3.3 Rest of South America
11.3 EUROPE
11.3.1 MACROECONOMIC OUTLOOK FOR EUROPE
11.3.2 GERMANY
11.3.2.1 Increasing number of livestock farms to drive market growth
