農場管理ソフトウェア市場:アプリケーション(精密農業、家畜、水産養殖、林業、スマート温室)、オファリング(オンクラウド、オンプレミス、データ分析サービス)、農場規模、生産計画、地域別 - 2028年までの世界予測Farm Management Software Market by Application (Precision Farming, Livestock, Aquaculture, Forestry, Smart Greenhouses), Offering (On-cloud, On-premise, Data Analytics Services), Farm Size, Production Planning and Geography - Global Forecast to 2028 世界の農場管理ソフトウェア市場は、2023年の30億米ドルから2028年には51億米ドルへと、2023年から2028年の間に11.1%のCAGRで成長すると推定されています。市場成長の主な要因としては、農業活動の増加と意思決定... もっと見る
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サマリー世界の農場管理ソフトウェア市場は、2023年の30億米ドルから2028年には51億米ドルへと、2023年から2028年の間に11.1%のCAGRで成長すると推定されています。市場成長の主な要因としては、農業活動の増加と意思決定のためのリアルタイムデータへのニーズの高まり、急速な都市化と人口の拡大、水資源の縮小、温室効果ガス排出量の増加による気候変動の継続、農業のデジタル化に関わる各国政府の取り組みの活発化などが挙げられます。"精密養殖アプリケーションは、予測期間中に最も高いCAGRで成長すると予測される" アプリケーション別では、精密養殖用の農場管理ソフトウェア市場が予測期間中に最も高いCAGRを記録すると予測されています。タンパク質が豊富なアクアフードへの需要の高まりが、精密養殖用ファームマネジメントソフトウェアの成長を促しています。魚の生産数を十分なレベルに引き上げるには、魚の要求に応じて適切な量の栄養素を与える必要があります。そのため、養殖業者は、魚の生産量を増やすために、適切な割合で必要な餌を追跡・特定するために、養殖場管理ソフトウェアを使用します。これらの要因によって、養殖場管理ソフトウェア市場における精密養殖アプリケーションの市場拡大が期待されます。 予測期間中、生産計画部門が最大の市場シェアを占める" リアルタイムの農場データ管理を行うためのオンクラウドプラットフォームの導入と利用の増加、および人口の継続的な増加、それに伴う世界中の食糧需要の増加が、農場管理ソフトウェア市場における生産計画段階の市場シェアを高めている主要因の一つです。 「2028年までに中国がアジア太平洋地域の農場管理ソフトウェア市場を支配する可能性が高い" 中国は農業分野での積極的な発展をめざしています。そのため、農場管理ソフトウェア市場の成長には非常に適した国です。農業分野の成長には、政府からの支援が重要な役割を果たします。中国政府は、持続可能な農業機械化(SAM)を農業に取り入れ、農業を自給自足からより市場志向のものに変えていこうと考えています。これは、農業にテクノロジーを取り入れることで実現できる。中国農業科学院によると、中国は高品質の作物、汚染防止、廃棄物リサイクル、食品加工、自動運転車などに技術を利用している。 主な参加者のプロフィールの内訳: - 会社別:Tier1=20%、Tier2=45%、Tier3=35%。 - 役職別Cレベルエグゼクティブ=35%、ディレクター=25%、その他(セールス、マーケティング、プロダクトマネージャー、各組織のメンバー)=40%。 - 地域別では米州=45%、アジア太平洋=20%、欧州=25%、RoW=10%。 本レポートで紹介されている主なプレイヤー 農場管理ソフトウェア市場は、Trimble Inc.(米国)、Raven Industries(米国)、Topcon(米国)、Granular Inc.(米国)、AGRIVI(英国)、AgJunction Inc.(米国)といった少数の既存プレーヤーによって支配されています。 調査対象 本レポートでは、農場管理ソフトウェア市場について、提供形態(オンクラウド、オンプレミス、データ分析サービス)、用途(精密農業、精密家畜、精密養殖、精密林業、スマート温室)、農場規模(大、中、小)、農場生産計画(生産計画、事前生産計画、事後生産計画)、地域(北米、南米、欧州、アジア太平洋(APAC)、中東・アフリカ(MEA)を含むRoW(世界残り))やアフリカに基づく詳細な洞察を提供します。 また、農場管理ソフトウェア市場における市場促進要因、阻害要因、機会、課題についても包括的にレビューしています。また、これらの市場の量的側面に加え、質的側面もカバーしています。 本レポートを購入する主なメリット 本レポートは、市場全体とサブセグメントの収益数字の最も近い近似値に関する情報を提供し、この市場のリーダー/新規参入者に役立ちます。本レポートは、関係者が競争環境を理解し、より多くの洞察を得ることで、自社のビジネスをより良く位置づけ、適切な市場参入戦略を計画するのに役立ちます。また、本レポートは、関係者が農場管理ソフトウェア市場の鼓動を理解し、主要な市場促進要因、阻害要因、課題、および機会に関する情報を提供するのに役立ちます。 目次1 INTRODUCTION 371.1 STUDY OBJECTIVES 37 1.2 MARKET DEFINITION 37 1.2.1 INCLUSIONS AND EXCLUSIONS 38 1.3 STUDY SCOPE 39 1.3.1 MARKETS COVERED 39 1.3.2 REGIONAL SCOPE 39 1.3.3 YEARS CONSIDERED 40 1.4 CURRENCY 40 1.5 LIMITATIONS 40 1.6 UNITS CONSIDERED 41 1.7 STAKEHOLDERS 41 1.8 SUMMARY OF CHANGES 41 2 RESEARCH METHODOLOGY 43 2.1 RESEARCH APPROACH 43 FIGURE 1 FARM MANAGEMENT SOFTWARE MARKET: PROCESS FLOW FOR MARKET SIZE ESTIMATION 43 FIGURE 2 FARM MANAGEMENT SOFTWARE MARKET: RESEARCH DESIGN 44 2.1.1 SECONDARY DATA 45 2.1.1.1 List of major secondary sources 45 2.1.1.2 Key data from secondary sources 46 2.1.2 PRIMARY DATA 46 2.1.2.1 Primary interviews with experts 47 2.1.2.2 List of key primary interview participants 47 2.1.2.3 Breakdown of primaries 48 2.1.2.4 Key data from primary sources 48 2.1.2.5 Key industry insights 49 2.1.3 SECONDARY AND PRIMARY RESEARCH 49 2.2 MARKET SIZE ESTIMATION 50 2.2.1 BOTTOM-UP APPROACH 51 FIGURE 3 BOTTOM-UP APPROACH 51 2.2.1.1 Approach for capturing market share by bottom-up analysis (demand side) 51 2.2.2 FARM MANAGEMENT SOFTWARE MARKET ESTIMATION: SUPPLY-SIDE ANALYSIS 52 FIGURE 4 SUPPLY-SIDE MARKET SIZE ESTIMATION 52 2.2.3 TOP-DOWN APPROACH 53 2.2.3.1 Approach for capturing market share by top-down analysis (supply side) 53 FIGURE 5 TOP-DOWN APPROACH 53 2.2.4 FARM MANAGEMENT SOFTWARE MARKET: DEMAND-SIDE ANALYSIS 54 FIGURE 6 DEMAND-SIDE MARKET SIZE ESTIMATION 54 2.3 MARKET BREAKDOWN AND DATA TRIANGULATION 55 FIGURE 7 DATA TRIANGULATION 55 2.3.1 GROWTH FORECAST ASSUMPTIONS 55 TABLE 1 REMOTE SENSING TECHNOLOGY PENETRATION IN MAJOR COUNTRIES 56 2.4 RESEARCH ASSUMPTIONS 57 2.5 LIMITATIONS OF RESEARCH 57 2.6 RISK ASSESSMENT 58 2.7 IMPACT OF RECESSION ON FARM MANAGEMENT SOFTWARE MARKET 58 3 EXECUTIVE SUMMARY 59 FIGURE 8 FARM MANAGEMENT SOFTWARE MARKET: PRE- AND POST-RECESSION SCENARIO ANALYSIS, 2019–2028 (USD MILLION) 60 FIGURE 9 PRECISION FARMING APPLICATION TO BE LARGEST SEGMENT OF FARM MANAGEMENT SOFTWARE MARKET DURING FORECAST PERIOD 61 FIGURE 10 DATA ANALYTICS SERVICES TO REGISTER HIGHEST CAGR IN FARM MANAGEMENT SOFTWARE MARKET FROM 2023 TO 2028 62 FIGURE 11 FARM MANAGEMENT SOFTWARE MARKET FOR MEDIUM-SIZED FARMS TO ACCOUNT FOR LARGEST MARKET SHARE THROUGHOUT FORECAST PERIOD 63 FIGURE 12 PRODUCTION PLANNING TO BE LARGEST SEGMENT OF FARM MANAGEMENT SOFTWARE MARKET FROM 2023 TO 2028 64 FIGURE 13 SOUTH AMERICA TO GROW AT HIGHEST CAGR IN FARM MANAGEMENT SOFTWARE MARKET FROM 2023 TO 2028 65 4 PREMIUM INSIGHTS 66 4.1 ATTRACTIVE GROWTH OPPORTUNITIES FOR PLAYERS IN GLOBAL FARM MANAGEMENT SOFTWARE MARKET 66 FIGURE 14 NEED FOR REAL-TIME DATA MANAGEMENT TO DRIVE FARM MANAGEMENT SOFTWARE MARKET 66 4.2 FARM MANAGEMENT SOFTWARE MARKET IN AMERICAS 67 FIGURE 15 US TO HOLD LARGEST SHARE OF FARM MANAGEMENT SOFTWARE MARKET IN AMERICAS IN 2023 67 4.3 FARM MANAGEMENT SOFTWARE MARKET, BY OFFERING 67 FIGURE 16 ON-CLOUD SEGMENT TO DOMINATE OVERALL FARM MANAGEMENT SOFTWARE MARKET BY 2028 67 4.4 FARM MANAGEMENT SOFTWARE MARKET, BY FARM SIZE 68 FIGURE 17 MEDIUM-SIZED FARMS TO HOLD LARGEST MARKET SHARE DURING FORECAST PERIOD 68 4.5 FARM MANAGEMENT SOFTWARE MARKET, BY PRODUCTION PLANNING 68 FIGURE 18 PRODUCTION PLANNING SEGMENT TO HOLD LARGEST MARKET SHARE DURING FORECAST PERIOD 68 4.6 REGIONAL ANALYSIS OF FARM MANAGEMENT SOFTWARE MARKET 69 FIGURE 19 AMERICAS TO HOLD LARGEST SHARE OF FARM MANAGEMENT SOFTWARE MARKET BETWEEN 2023 AND 2028 69 5 MARKET OVERVIEW 70 5.1 INTRODUCTION 70 5.2 MARKET DYNAMICS 70 FIGURE 20 DRIVERS, RESTRAINTS, OPPORTUNITIES, AND CHALLENGES IN FARM MANAGEMENT SOFTWARE MARKET 71 5.2.1 DRIVERS 71 5.2.1.1 Rising implementation of artificial intelligence and machine learning for real-time farm management 71 5.2.1.2 Increasing climate change and food security concerns 72 5.2.1.3 Increasing initiatives by governments pertaining to digitalization of agricultural industry 72 TABLE 2 MAJOR RECENT INITIATIVES UNDERTAKEN BY GOVERNMENT OF INDIA IN AGRICULTURAL INDUSTRY 73 5.2.1.4 Focus on livestock monitoring and tracking health-related data in real-time to increase farm efficiency 74 5.2.1.5 Surging adoption of advanced technologies such as IoT, RoVs, and AI in aquaculture farms 74 5.2.1.6 Increasing implementation of big data analytics in agriculture 74 FIGURE 21 IMPACT ANALYSIS OF DRIVERS ON FARM MANAGEMENT SOFTWARE MARKET 75 5.2.2 RESTRAINTS 76 5.2.2.1 Limited technical expertise and advanced infrastructure in developing regions 76 5.2.2.2 Requirement of high initial capital investment 76 FIGURE 22 IMPACT ANALYSIS OF RESTRAINTS ON FARM MANAGEMENT SOFTWARE MARKET 76 5.2.3 OPPORTUNITIES 77 5.2.3.1 Rapid adoption of smart farming technologies 77 5.2.3.2 Convergence of digital technologies with farming practices 77 5.2.3.3 Increasing use of drones and remote sensing for farm management 78 FIGURE 23 IMPACT ANALYSIS OF OPPORTUNITIES FOR FARM MANAGEMENT SOFTWARE MARKET 78 5.2.4 CHALLENGES 79 5.2.4.1 Large presence of fragmented farms in developing countries 79 5.2.4.2 Management of data for productive decision-making through single digital platform 79 FIGURE 24 IMPACT ANALYSIS OF CHALLENGES ON FARM MANAGEMENT SOFTWARE MARKET 80 5.3 VALUE CHAIN ANALYSIS 80 FIGURE 25 FARM MANAGEMENT SOFTWARE MARKET: VALUE CHAIN ANALYSIS 81 5.4 ECOSYSTEM 82 FIGURE 26 FARM MANAGEMENT SOFTWARE MARKET: ECOSYSTEM 82 TABLE 3 COMPANIES AND THEIR ROLE IN ECOSYSTEM 83 5.5 AVERAGE SELLING PRICE ANALYSIS 84 FIGURE 27 PRECISION FARMING DATA ANALYTICS SERVICE COST PER HECTARE FOR DIFFERENT FARM SIZES IN 2021 84 5.6 TRENDS/DISRUPTIONS IMPACTING CUSTOMERS’ BUSINESSES 84 5.7 TECHNOLOGY ANALYSIS 85 5.7.1 BLOCKCHAIN 85 5.7.2 GIS-BASED AGRICULTURE 86 5.7.3 REMOTE SENSING IN AGRICULTURE 86 5.7.4 SATELLITE-DERIVED DATA 86 5.7.5 SKY-DRONES 87 5.7.6 SMARTPHONE TECHNOLOGY 87 5.7.7 RFID AND IDENTIFICATION TECHNOLOGIES 87 5.7.8 ARTIFICIAL INTELLIGENCE IN AGRICULTURE 87 5.7.9 BIG DATA AND ANALYTICS 88 5.8 PORTER’S FIVE FORCES ANALYSIS 88 TABLE 4 IMPACT OF PORTER’S FIVE FORCES 88 FIGURE 29 FARM MANAGEMENT SOFTWARE MARKET: PORTER’S FIVE FORCES ANALYSIS 89 FIGURE 30 FARM MANAGEMENT SOFTWARE MARKET: PORTER’S FIVE FORCES 89 5.8.1 THREAT OF NEW ENTRANTS 90 5.8.2 THREAT OF SUBSTITUTES 90 5.8.3 BARGAINING POWER OF SUPPLIERS 90 5.8.4 BARGAINING POWER OF BUYERS 90 5.8.5 INTENSITY OF COMPETITIVE RIVALRY 91 5.9 KEY STAKEHOLDERS AND BUYING CRITERIA 91 5.9.1 KEY STAKEHOLDERS IN BUYING PROCESS 91 FIGURE 31 INFLUENCE OF STAKEHOLDERS ON BUYING PROCESS, BY APPLICATION 91 TABLE 5 INFLUENCE OF STAKEHOLDERS ON BUYING PROCESS, BY APPLICATION (%) 91 5.9.2 BUYING CRITERIA 92 FIGURE 32 KEY BUYING CRITERIA, BY APPLICATION 92 TABLE 6 KEY BUYING CRITERIA, BY APPLICATION 92 5.10 CASE STUDIES 93 5.10.1 MAXIMIZED YIELD FOR CASSAVA PLANTATION BUSINESS 93 5.10.2 WHITESIDES USED AGWORLD SOFTWARE PLATFORM FOR RECORD KEEPING AND CUSTOM FERTILIZER APPLICATION 93 5.10.3 ANNA BINNA FARMS USED AGWORLD SOFTWARE PLATFORM FOR FARM RECORD-KEEPING SYSTEM AND PRE-EMERGENT HERBICIDES 94 5.10.4 LILLIPUT AG AIMS TO IMPROVE PLANNING BY CAPTURING DATA WITH AGWORLD PLATFORM 94 5.10.5 SPROULE FARMS ACHIEVED TRACEABILITY AND REAL-TIME INFORMATION ABOUT THEIR FIELD WITH CONSERVIS PLATFORM 95 5.10.6 FARMERP BOLSTERS OPERATIONAL EFFICIENCY OF SINGAPORE’S BIGGEST HYDROPONIC ENTERPRISE 95 5.10.7 OTHER USE CASES 96 5.11 TRADE DATA ANALYSIS 97 TABLE 7 IMPORT DATA OF AGRICULTURAL, HORTICULTURAL OR FORESTRY MACHINERY OF SOIL PREPARATION OR CULTIVATION, BY COUNTRY, 2017–2021 (USD MILLION) 97 TABLE 8 EXPORT DATA OF AGRICULTURAL, HORTICULTURAL OR FORESTRY MACHINERY OF SOIL PREPARATION OR CULTIVATION, BY COUNTRY, 2017–2021 (USD MILLION) 98 5.12 PATENT ANALYSIS 98 TABLE 9 NOTABLE PATENTS RELATED TO FARM MANAGEMENT SOFTWARE MARKET, 2019–2022 99 TABLE 10 NUMBER OF PATENTS REGISTERED RELATED TO FARM MANAGEMENT SOFTWARE MARKET IN LAST 10 YEARS 102 FIGURE 33 TOP 10 COMPANIES WITH HIGHEST NO. OF PATENT APPLICATIONS IN LAST 10 YEARS 103 FIGURE 34 NO. OF PATENTS GRANTED PER YEAR, 2013–2022 103 5.13 KEY CONFERENCES AND EVENTS, 2023–2024 104 TABLE 11 FARM MANAGEMENT SOFTWARE MARKET: DETAILED LIST OF CONFERENCES AND EVENTS 104 5.14 REGULATIONS AND STANDARDS IN FARM MANAGEMENT SOFTWARE MARKET 106 5.14.1 CARBON POLICY TRENDS IN AGRICULTURE 106 5.14.2 GROWING CLIMATE SOLUTIONS ACT 106 5.14.3 TARIFFS AND REGULATIONS IN PRECISION FARMING AND SMART GREENHOUSES 106 TABLE 12 TARIFF REGULATIONS: PRECISION FARMING AND SMART GREENHOUSES 106 6 FARM MANAGEMENT SOFTWARE MARKET, BY OFFERING 108 6.1 INTRODUCTION 109 TABLE 13 FARM MANAGEMENT SOFTWARE MARKET, BY OFFERING, 2019–2022 (USD MILLION) 109 FIGURE 35 DATA ANALYTICS SERVICES SEGMENT TO WITNESS HIGHEST CAGR DURING FORECAST PERIOD 109 TABLE 14 FARM MANAGEMENT SOFTWARE MARKET, BY OFFERING, 2023–2028 (USD MILLION) 110 6.2 ON-CLOUD 110 TABLE 15 ON-CLOUD: FARM MANAGEMENT SOFTWARE MARKET, BY APPLICATION, 2019–2022 (USD MILLION) 111 TABLE 16 ON-CLOUD: FARM MANAGEMENT SOFTWARE MARKET, BY APPLICATION, 2023–2028 (USD MILLION) 111 TABLE 17 ON-CLOUD: FARM MANAGEMENT SOFTWARE MARKET, BY DEPLOYMENT, 2019–2022 (USD MILLION) 111 FIGURE 36 SAAS TO HOLD LARGER SIZE OF FARM MANAGEMENT SOFTWARE FOR ON-CLOUD SOFTWARE DURING FORECAST PERIOD 112 TABLE 18 ON-CLOUD: FARM MANAGEMENT SOFTWARE MARKET, BY DEPLOYMENT, 2023–2028 (USD MILLION) 112 TABLE 19 ON-CLOUD: FARM MANAGEMENT SOFTWARE MARKET, BY REGION, 2019–2022 (USD MILLION) 112 FIGURE 37 AMERICAS TO HOLD MAXIMUM SHARE OF FARM MANAGEMENT SOFTWARE MARKET FOR ON-CLOUD OFFERING DURING FORECAST PERIOD 113 TABLE 20 ON-CLOUD: FARM MANAGEMENT SOFTWARE MARKET, BY REGION, 2023–2028 (USD MILLION) 113 TABLE 21 ON-CLOUD: FARM MANAGEMENT SOFTWARE MARKET, BY FARM SIZE, 2019–2022 (USD MILLION) 114 TABLE 22 ON-CLOUD: FARM MANAGEMENT SOFTWARE MARKET, BY FARM SIZE, 2023–2028 (USD MILLION) 114 6.2.1 SOFTWARE AS A SERVICE (SAAS) 114 6.2.1.1 Farmers to use SaaS applications for ease of use and scalability 114 6.2.2 PLATFORM AS A SERVICE (PAAS) 115 6.2.2.1 Farmers to adopt PaaS applications for customized insights 115 6.3 ON-PREMISE 115 6.3.1 HIGHER DATA SECURITY AND LOWER INTERNET COSTS TO DRIVE ON-PREMISE FARM MANAGEMENT SOFTWARE MARKET 115 TABLE 23 ON-PREMISE: FARM MANAGEMENT SOFTWARE MARKET, BY APPLICATION, 2019–2022 (USD MILLION) 116 FIGURE 38 PRECISION FARMING SEGMENT TO HOLD LARGEST SHARE OF ON-PREMISE FARM MANAGEMENT SOFTWARE MARKET 116 TABLE 24 ON-PREMISE: FARM MANAGEMENT SOFTWARE MARKET, BY APPLICATION, 2023–2028 (USD MILLION) 117 TABLE 25 ON-PREMISE: FARM MANAGEMENT SOFTWARE MARKET, BY REGION, 2019–2022 (USD MILLION) 117 TABLE 26 ON-PREMISE: FARM MANAGEMENT SOFTWARE MARKET, BY REGION, 2023–2028 (USD MILLION) 118 TABLE 27 ON-PREMISE: FARM MANAGEMENT SOFTWARE MARKET, BY FARM SIZE, 2019–2022 (USD MILLION) 118 TABLE 28 ON-PREMISE: FARM MANAGEMENT SOFTWARE MARKET, BY FARM SIZE, 2023–2028 (USD MILLION) 118 6.4 DATA ANALYTICS SERVICES 119 6.4.1 FARM OWNERS CAN LEVERAGE TRENDS SHOWN BY PREDICTIVE ANALYTICS SERVICES TO MAXIMIZE PROFITS AND REDUCE COSTS 119 TABLE 29 DATA ANALYTICS SERVICES: FARM MANAGEMENT SOFTWARE MARKET, BY APPLICATION, 2019–2022 (USD MILLION) 120 TABLE 30 DATA ANALYTICS SERVICES: FARM MANAGEMENT SOFTWARE MARKET, BY APPLICATION, 2023–2028 (USD MILLION) 120 TABLE 31 DATA ANALYTICS SERVICES: FARM MANAGEMENT SOFTWARE MARKET, BY REGION, 2019–2022 (USD MILLION) 121 TABLE 32 DATA ANALYTICS SERVICES: FARM MANAGEMENT SOFTWARE MARKET, BY REGION, 2023–2028 (USD MILLION) 121 TABLE 33 DATA ANALYTICS SERVICES: FARM MANAGEMENT SOFTWARE MARKET, BY FARM SIZE, 2019–2022 (USD MILLION) 121 FIGURE 39 MEDIUM-SIZED FARMS TO DOMINATE FARM MANAGEMENT SOFTWARE MARKET FOR DATA ANALYTICS SERVICES DURING FORECAST PERIOD 122 TABLE 34 DATA ANALYTICS SERVICES: FARM MANAGEMENT SOFTWARE MARKET, BY FARM SIZE, 2023–2028 (USD MILLION) 122 7 FARM MANAGEMENT SOFTWARE MARKET, BY FARM SIZE 123 7.1 INTRODUCTION 124 TABLE 35 FARM MANAGEMENT SOFTWARE MARKET, BY FARM SIZE, 2019–2022 (USD MILLION) 124 FIGURE 40 MEDIUM-SIZED FARMS TO ACCOUNT FOR LARGEST SHARE OF FARM MANAGEMENT SOFTWARE MARKET DURING FORECAST PERIOD 124 TABLE 36 FARM MANAGEMENT SOFTWARE MARKET, BY FARM SIZE, 2023–2028 (USD MILLION) 124 7.2 LARGE FARMS 125 7.2.1 OWNERS OF LARGE FARMS ADOPTING TECHNOLOGY TO INCREASE PRODUCTIVITY 125 TABLE 37 LARGE: FARM MANAGEMENT SOFTWARE MARKET, BY REGION, 2019–2022 (USD MILLION) 125 TABLE 38 LARGE: FARM MANAGEMENT SOFTWARE MARKET, BY REGION, 2023–2028 (USD MILLION) 126 TABLE 39 LARGE: FARM MANAGEMENT SOFTWARE MARKET, BY OFFERING, 2019–2022 (USD MILLION) 126 FIGURE 41 DATA ANALYTICS SERVICES TO WITNESS HIGHEST CAGR FOR LARGE FARMS DURING FORECAST PERIOD 126 TABLE 40 LARGE: FARM MANAGEMENT SOFTWARE MARKET, BY OFFERING, 2023–2028 (USD MILLION) 127 7.3 MEDIUM FARMS 127 7.3.1 MEDIUM-SIZED FARMS TO DOMINATE FARM MANAGEMENT SOFTWARE MARKET THROUGH 2028 127 TABLE 41 MEDIUM-SIZED: FARM MANAGEMENT SOFTWARE MARKET, BY REGION, 2019–2022 (USD MILLION) 128 FIGURE 42 AMERICAS TO HOLD LARGEST SHARE OF FARM MANAGEMENT SOFTWARE MARKET FOR MEDIUM-SIZED FARMS 128 TABLE 42 MEDIUM-SIZED: FARM MANAGEMENT SOFTWARE MARKET, BY REGION, 2023–2028 (USD MILLION) 128 TABLE 43 MEDIUM-SIZED: FARM MANAGEMENT SOFTWARE MARKET, BY OFFERING, 2019–2022 (USD MILLION) 129 TABLE 44 MEDIUM-SIZED: FARM MANAGEMENT SOFTWARE MARKET, BY OFFERING, 2023–2028 (USD MILLION) 129 7.4 SMALL FARMS 129 7.4.1 SMALL FARM OWNERS USING FARM MANAGEMENT SOFTWARE TO MEET GROWING DEMAND FOR FOOD AND REDUCE OPERATIONAL COSTS 129 TABLE 45 SMALL: FARM MANAGEMENT SOFTWARE MARKET, BY REGION, 2019–2022 (USD MILLION) 130 FIGURE 43 FARM MANAGEMENT SOFTWARE MARKET FOR SMALL FARMS TO REGISTER HIGHEST CAGR IN ROW DURING FORECAST PERIOD 130 TABLE 46 SMALL: FARM MANAGEMENT SOFTWARE MARKET, BY REGION, 2023–2028 (USD MILLION) 131 TABLE 47 SMALL: FARM MANAGEMENT SOFTWARE MARKET, BY OFFERING, 2019–2022 (USD MILLION) 131 TABLE 48 SMALL: FARM MANAGEMENT SOFTWARE MARKET, BY OFFERING, 2023–2028 (USD MILLION) 131 8 FARM MANAGEMENT SOFTWARE MARKET, BY APPLICATION 132 8.1 INTRODUCTION 133 FIGURE 44 FARM MANAGEMENT SOFTWARE MARKET, BY APPLICATION 133 TABLE 49 FARM MANAGEMENT SOFTWARE MARKET, BY APPLICATION, 2019–2022 (USD MILLION) 134 FIGURE 45 PRECISION FARMING APPLICATIONS TO ACCOUNT FOR LARGEST SHARE OF FARM MANAGEMENT SOFTWARE MARKET 134 TABLE 50 FARM MANAGEMENT SOFTWARE MARKET, BY APPLICATION, 2023–2028 (USD MILLION) 135 8.2 PRECISION FARMING 135 TABLE 51 PRECISION FARMING: FARM MANAGEMENT SOFTWARE MARKET, BY APPLICATION, 2019–2022 (USD MILLION) 136 TABLE 52 PRECISION FARMING: FARM MANAGEMENT SOFTWARE MARKET, BY APPLICATION, 2023–2028 (USD MILLION) 136 TABLE 53 PRECISION FARMING: FARM MANAGEMENT SOFTWARE MARKET, BY REGION, 2019–2022 (USD MILLION) 137 FIGURE 46 ASIA PACIFIC TO REGISTER HIGHEST CAGR IN FARM MANAGEMENT SOFTWARE MARKET FOR PRECISION FARMING DURING FORECAST PERIOD 137 TABLE 54 PRECISION FARMING: FARM MANAGEMENT SOFTWARE MARKET, BY REGION, 2023–2028 (USD MILLION) 138 8.2.1 SOIL AND CROP MONITORING 138 8.2.1.1 Soil and crop monitoring enable farmers to collect data pertaining to soil properties and predict crop yield 138 TABLE 55 SOIL & CROP MONITORING: FARM MANAGEMENT SOFTWARE MARKET, BY REGION, 2019–2022 (USD MILLION) 139 FIGURE 47 AMERICAS TO HOLD MAXIMUM SHARE OF FARM MANAGEMENT SOFTWARE MARKET FOR SOIL & CROP MONITORING 139 TABLE 56 SOIL & CROP MONITORING: FARM MANAGEMENT SOFTWARE MARKET, BY REGION, 2023–2028 (USD MILLION) 139 8.2.2 YIELD AND HARVESTING MONITORING 140 8.2.2.1 Yield and harvesting monitoring systems facilitating resource allocation to meet needs of plants 140 TABLE 57 YIELD AND HARVESTING MONITORING: FARM MANAGEMENT SOFTWARE MARKET, BY REGION, 2019–2022 (USD MILLION) 140 TABLE 58 YIELD AND HARVESTING MONITORING: FARM MANAGEMENT SOFTWARE MARKET, BY REGION, 2023–2028 (USD MILLION) 141 8.2.3 IRRIGATION AND WEATHER FORECASTING 141 8.2.3.1 Weather tracking and real-time irrigation scheduling help farmers in protecting farms from natural calamities 141 TABLE 59 IRRIGATION AND WEATHER FORECASTING: FARM MANAGEMENT SOFTWARE MARKET, BY REGION, 2019–2022 (USD MILLION) 142 TABLE 60 IRRIGATION AND WEATHER FORECASTING: FARM MANAGEMENT SOFTWARE MARKET, BY REGION, 2023–2028 (USD MILLION) 142 8.2.4 INVENTORY MANAGEMENT 142 8.2.4.1 Farm management software to track substances needed for farming and reduce costs 142 TABLE 61 INVENTORY MANAGEMENT: FARM MANAGEMENT SOFTWARE MARKET, BY REGION, 2019–2022 (USD MILLION) 143 TABLE 62 INVENTORY MANAGEMENT: FARM MANAGEMENT SOFTWARE MARKET, BY REGION, 2023–2028 (USD MILLION) 143 8.2.5 CROP INSURANCE AND FINANCIAL MANAGEMENT 143 8.2.5.1 Farm management software to aid farmers in financial management by keeping track of all financial transactions 143 TABLE 63 CROP INSURANCE AND FINANCIAL MANAGEMENT: FARM MANAGEMENT SOFTWARE MARKET, BY REGION, 2019–2022 (USD MILLION) 144 TABLE 64 CROP INSURANCE AND FINANCIAL MANAGEMENT: FARM MANAGEMENT SOFTWARE MARKET, BY REGION, 2023–2028 (USD MILLION) 144 8.2.6 EQUIPMENT MONITORING AND MAINTENANCE 144 8.2.6.1 Farm management software to monitor output and efficiency of equipment used for farming 144 TABLE 65 EQUIPMENT MONITORING AND MAINTENANCE: FARM MANAGEMENT SOFTWARE MARKET, BY REGION, 2019–2022 (USD MILLION) 145 TABLE 66 EQUIPMENT MONITORING AND MAINTENANCE: FARM MANAGEMENT SOFTWARE MARKET, BY REGION, 2023–2028 (USD MILLION) 145 8.2.7 FARM LABOR MANAGEMENT 145 8.2.7.1 Farm management software to improve labor productivity by using labor effectively based on requirement 145 TABLE 67 LABOR MANAGEMENT: FARM MANAGEMENT SOFTWARE MARKET, BY REGION, 2019–2022 (USD MILLION) 146 TABLE 68 LABOR MANAGEMENT: FARM MANAGEMENT SOFTWARE MARKET, BY REGION, 2023–2028 (USD MILLION) 146 8.2.8 OTHERS 146 TABLE 69 OTHER PRECISION FARMING APPLICATIONS: FARM MANAGEMENT SOFTWARE MARKET, BY REGION, 2019–2022 (USD MILLION) 147 TABLE 70 OTHER PRECISION FARMING APPLICATIONS: FARM MANAGEMENT SOFTWARE MARKET, BY REGION, 2023–2028 (USD MILLION) 147 8.3 PRECISION LIVESTOCK 148 TABLE 71 PRECISION LIVESTOCK: FARM MANAGEMENT SOFTWARE MARKET, BY APPLICATION, 2019–2022 (USD MILLION) 148 FIGURE 48 IDENTIFICATION & TRACKING TO HOLD LARGEST SHARE IN OVERALL PRECISION LIVESTOCK FARM MANAGEMENT SOFTWARE MARKET 148 TABLE 72 PRECISION LIVESTOCK: FARM MANAGEMENT SOFTWARE MARKET, BY APPLICATION, 2023–2028 (USD MILLION) 149 TABLE 73 PRECISION LIVESTOCK: FARM MANAGEMENT SOFTWARE MARKET, BY REGION, 2019–2022 (USD MILLION) 149 TABLE 74 PRECISION LIVESTOCK: FARM MANAGEMENT SOFTWARE MARKET, BY REGION, 2023–2028 (USD MILLION) 149 8.3.1 IDENTIFICATION AND TRACKING 150 8.3.1.1 Identification and tracking systems to help provide immediate attention to animals deviating from normal behavioral patterns 150 TABLE 75 IDENTIFICATION AND TRACKING: FARM MANAGEMENT SOFTWARE MARKET, BY REGION, 2019–2022 (USD MILLION) 150 TABLE 76 IDENTIFICATION AND TRACKING: FARM MANAGEMENT SOFTWARE MARKET, BY REGION, 2023–2028 (USD MILLION) 150 8.3.2 FEEDING MANAGEMENT 151 8.3.2.1 Farm management software to ensure optimum feed intake for improved productivity 151 TABLE 77 FEEDING MANAGEMENT: FARM MANAGEMENT SOFTWARE MARKET, BY REGION, 2019–2022 (USD MILLION) 151 TABLE 78 FEEDING MANAGEMENT: FARM MANAGEMENT SOFTWARE MARKET, BY REGION, 2023–2028 (USD MILLION) 152 8.3.3 MILK HARVESTING 152 8.3.3.1 Need for automated milk harvesting to drive market 152 TABLE 79 MILK HARVESTING: FARM MANAGEMENT SOFTWARE MARKET, BY REGION, 2019–2022 (USD MILLION) 153 FIGURE 49 ASIA PACIFIC TO REGISTER HIGHEST CAGR IN FARM MANAGEMENT SOFTWARE FOR MILK HARVESTING DURING FORECAST PERIOD 153 TABLE 80 MILK HARVESTING: FARM MANAGEMENT SOFTWARE MARKET, BY REGION, 2023–2028 (USD MILLION) 153 8.3.4 OTHERS 154 TABLE 81 OTHER PRECISION LIVESTOCK APPLICATIONS: FARM MANAGEMENT SOFTWARE MARKET, BY REGION, 2019–2022 (USD MILLION) 154 TABLE 82 OTHER PRECISION LIVESTOCK APPLICATIONS: FARM MANAGEMENT SOFTWARE MARKET, BY REGION, 2023–2028 (USD MILLION) 155 8.4 PRECISION AQUACULTURE 155 TABLE 83 PRECISION AQUACULTURE: FARM MANAGEMENT SOFTWARE MARKET, BY APPLICATION, 2019–2022 (USD MILLION) 155 TABLE 84 PRECISION AQUACULTURE: FARM MANAGEMENT SOFTWARE MARKET, BY APPLICATION, 2023–2028 (USD MILLION) 156 TABLE 85 PRECISION AQUACULTURE: FARM MANAGEMENT SOFTWARE MARKET, BY REGION, 2019–2022 (USD MILLION) 156 FIGURE 50 EUROPE TO ACCOUNT FOR LARGEST SHARE OF FARM MANAGEMENT SOFTWARE MARKET FOR PRECISION AQUACULTURE 157 TABLE 86 PRECISION AQUACULTURE: FARM MANAGEMENT SOFTWARE MARKET, BY REGION, 2023–2028 (USD MILLION) 157 8.4.1 FARM MONITORING AND SURVEILLANCE 157 8.4.1.1 Farm management software effectively monitors health and activities of fish to ensure improved productivity 157 TABLE 87 FARM MONITORING & SURVEILLANCE: FARM MANAGEMENT SOFTWARE MARKET, BY REGION, 2019–2022 (USD MILLION) 158 FIGURE 51 ASIA PACIFIC TO REGISTER HIGHEST CAGR IN FARM MANAGEMENT SOFTWARE MARKET FOR FARM MONITORING & SURVEILLANCE 158 TABLE 88 FARM MONITORING & SURVEILLANCE: FARM MANAGEMENT SOFTWARE MARKET, BY REGION, 2023–2028 (USD MILLION) 159 8.4.2 FEEDING MANAGEMENT 159 8.4.2.1 Optimum feed intake for higher productivity of aquaculture farms to drive market 159 TABLE 89 AQUACULTURE FEEDING MANAGEMENT: FARM MANAGEMENT SOFTWARE MARKET, BY REGION, 2019–2022 (USD MILLION) 160 TABLE 90 AQUACULTURE FEEDING MANAGEMENT: FARM MANAGEMENT SOFTWARE MARKET, BY REGION, 2023–2028 (USD MILLION) 160 8.4.3 OTHERS 160 TABLE 91 OTHER PRECISION AQUACULTURE APPLICATIONS: FARM MANAGEMENT SOFTWARE MARKET, BY REGION, 2019–2022 (USD MILLION) 161 TABLE 92 OTHER PRECISION AQUACULTURE APPLICATIONS: FARM MANAGEMENT SOFTWARE MARKET, BY REGION, 2023–2028 (USD MILLION) 161 8.5 PRECISION FORESTRY 161 TABLE 93 PRECISION FORESTRY: FARM MANAGEMENT SOFTWARE MARKET, BY APPLICATION, 2019–2022 (USD MILLION) 162 FIGURE 52 HARVESTING MANAGEMENT TO HOLD MAXIMUM SHARE OF FARM MANAGEMENT SOFTWARE MARKET FOR PRECISION FORESTRY 162 TABLE 94 PRECISION FORESTRY: FARM MANAGEMENT SOFTWARE MARKET, BY APPLICATION, 2023–2028 (USD MILLION) 163 TABLE 95 PRECISION FORESTRY: FARM MANAGEMENT SOFTWARE MARKET, BY REGION, 2019–2022 (USD MILLION) 163 TABLE 96 PRECISION FORESTRY: FARM MANAGEMENT SOFTWARE MARKET, BY REGION, 2023–2028 (USD MILLION) 163 8.5.1 HARVESTING MANAGEMENT 164 8.5.1.1 Improved operational control over forestry to increase demand 164 8.5.2 SILVICULTURE AND FIRE MANAGEMENT 164 8.5.2.1 Identification of fire hotspots in forests and minimization of damages to boost demand 164 8.5.3 INVENTORY AND LOGISTICS MANAGEMENT 164 8.5.3.1 Reduced inventory costs associated with precision forestry to drive market 164 8.5.4 GENETICS AND NURSERIES 165 8.5.4.1 Assessing soil quality in nurseries through GPS- or satellite-based imaging to drive demand 165 8.6 SMART GREENHOUSES 165 TABLE 97 SMART GREENHOUSES: FARM MANAGEMENT SOFTWARE MARKET, BY APPLICATION, 2019–2022 (USD MILLION) 165 FIGURE 53 AUTOMATED IRRIGATION SCHEDULING TO WITNESS HIGHEST CAGR IN FARM MANAGEMENT SOFTWARE MARKET FOR SMART GREENHOUSES 166 TABLE 98 SMART GREENHOUSES: FARM MANAGEMENT SOFTWARE MARKET, BY APPLICATION, 2023–2028 (USD MILLION) 166 TABLE 99 SMART GREENHOUSES: FARM MANAGEMENT SOFTWARE MARKET, BY REGION, 2019–2022 (USD MILLION) 167 TABLE 100 SMART GREENHOUSES: FARM MANAGEMENT SOFTWARE MARKET, BY REGION, 2023–2028 (USD MILLION) 167 8.6.1 HVAC AND CLIMATE CONTROL 168 8.6.1.1 Control of HVAC in greenhouses to maintain suitable conditions for healthy plant growth 168 8.6.2 CROP HEALTH AND YIELD MONITORING 168 8.6.2.1 High demand for crop health and yield monitoring to undertake strategic decisions 168 8.6.3 AUTOMATED IRRIGATION SCHEDULING 169 8.6.3.1 Need to conserve water for automated irrigation scheduling applications to drive market 169 8.6.4 OTHERS 169 8.7 OTHERS 169 TABLE 101 OTHER APPLICATIONS: FARM MANAGEMENT SOFTWARE MARKET, BY APPLICATION TYPE, 2019–2022 (USD MILLION) 170 FIGURE 54 CANNABIS FARMING TO REGISTER HIGHEST CAGR IN FARM MANAGEMENT SOFTWARE MARKET FOR OTHER APPLICATIONS 170 TABLE 102 OTHER APPLICATIONS: FARM MANAGEMENT SOFTWARE MARKET, BY APPLICATION TYPE, 2023–2028 (USD MILLION) 170 TABLE 103 OTHER APPLICATIONS: FARM MANAGEMENT SOFTWARE MARKET, BY REGION, 2019–2022 (USD MILLION) 171 TABLE 104 OTHER APPLICATIONS: FARM MANAGEMENT SOFTWARE MARKET, BY REGION, 2023–2028 (USD MILLION) 171 8.8 IMPACT OF RECESSION ON FARM MANAGEMENT SOFTWARE MARKET 171 TABLE 105 FARM MANAGEMENT SOFTWARE MARKET: IMPACT OF RECESSION ON APPLICATION 171 9 FARM MANAGEMENT SOFTWARE MARKET, BY FARM PRODUCTION PLANNING 173 9.1 INTRODUCTION 174 TABLE 106 FARM MANAGEMENT SOFTWARE MARKET, BY FARM PRODUCTION PLANNING, 2019–2022 (USD MILLION) 174 FIGURE 55 PRODUCTION PLANNING STAGE TO HOLD LARGEST SHARE OF FARM MANAGEMENT SOFTWARE MARKET DURING FORECAST PERIOD 174 TABLE 107 FARM MANAGEMENT SOFTWARE MARKET, BY FARM PRODUCTION PLANNING, 2023–2028 (USD MILLION) 175 9.2 PRE-PRODUCTION PLANNING 175 9.2.1 IDENTIFYING SUITABLE AREAS FOR CULTIVATION IN PRE-PRODUCTION PLANNING TO INCREASE DEMAND 175 TABLE 108 PRE-PRODUCTION PLANNING: FARM MANAGEMENT SOFTWARE MARKET, BY REGION, 2019–2022 (USD MILLION) 176 FIGURE 56 AMERICAS TO HOLD LARGEST SHARE OF FARM MANAGEMENT SOFTWARE MARKET FOR PRE-PRODUCTION PLANNING 176 TABLE 109 PRE-PRODUCTION PLANNING: FARM MANAGEMENT SOFTWARE MARKET, BY REGION, 2023–2028 (USD MILLION) 176 9.3 PRODUCTION PLANNING 177 9.3.1 MONITORING CROPS AND PRODUCTION PROCESSES TO IMPROVE PRODUCTIVITY 177 TABLE 110 PRODUCTION PLANNING: FARM MANAGEMENT SOFTWARE MARKET, BY REGION, 2019–2022 (USD MILLION) 178 FIGURE 57 FARM MANAGEMENT SOFTWARE MARKET FOR PRODUCTION PLANNING TO REGISTER HIGHEST CAGR IN ASIA PACIFIC DURING FORECAST PERIOD 178 TABLE 111 PRODUCTION PLANNING: FARM MANAGEMENT SOFTWARE MARKET, BY REGION, 2023–2028 (USD MILLION) 178 9.4 POST-PRODUCTION PLANNING 179 9.4.1 FARM MANAGEMENT SOFTWARE TO REDUCE MANUAL ERROR AND ASSIST IN STRATEGIC POST-PRODUCTION PLANNING 179 TABLE 112 POST-PRODUCTION PLANNING: FARM MANAGEMENT SOFTWARE MARKET, BY REGION, 2019–2022 (USD MILLION) 179 FIGURE 58 FARM MANAGEMENT SOFTWARE MARKET FOR POST-PRODUCTION PLANNING TO REGISTER HIGHEST CAGR IN ASIA PACIFIC 180 TABLE 113 POST-PRODUCTION PLANNING: FARM MANAGEMENT SOFTWARE MARKET, BY REGION, 2023–2028 (USD MILLION) 180 10 FARM MANAGEMENT SOFTWARE MARKET, BY REGION 181 10.1 INTRODUCTION 182 FIGURE 59 FARM MANAGEMENT SOFTWARE MARKET SEGMENTATION, BY REGION 182 FIGURE 60 AMERICAS AC COUNTED FOR LARGEST MARKET SHARE IN 2022 182 FIGURE 61 INDIA TO RECORD HIGHEST CAGR IN FARM MANAGEMENT SOFTWARE MARKET FROM 2023 TO 2028 183 TABLE 114 FARM MANAGEMENT SOFTWARE MARKET, BY REGION, 2019–2022 (USD MILLION) 183 TABLE 115 FARM MANAGEMENT SOFTWARE MARKET, BY REGION, 2023–2028 (USD MILLION) 183 10.2 AMERICAS 184 FIGURE 62 SEGMENTATION: AMERICAS, BY REGION 184 10.2.1 IMPACT OF RECESSION IN AMERICAS 184 FIGURE 63 AMERICAS: IMPACT OF RECESSION 185 TABLE 116 AMERICAS: FARM MANAGEMENT SOFTWARE MARKET, BY REGION, 2019–2022 (USD MILLION) 185 TABLE 117 AMERICAS: FARM MANAGEMENT SOFTWARE MARKET, BY REGION, 2023–2028 (USD MILLION) 185 TABLE 118 AMERICAS: FARM MANAGEMENT SOFTWARE MARKET, BY OFFERING, 2019–2022 (USD MILLION) 186 TABLE 119 AMERICAS: FARM MANAGEMENT SOFTWARE MARKET, BY OFFERING, 2023–2028 (USD MILLION) 186 TABLE 120 AMERICAS: FARM MANAGEMENT SOFTWARE MARKET, BY APPLICATION, 2019–2022 (USD MILLION) 186 TABLE 121 AMERICAS: FARM MANAGEMENT SOFTWARE MARKET, BY APPLICATION, 2023–2028 (USD MILLION) 187 TABLE 122 AMERICAS: PRECISION FARMING SOFTWARE MARKET, BY FARM SIZE, 2019–2022 (USD MILLION) 187 TABLE 123 AMERICAS: PRECISION FARMING SOFTWARE MARKET, BY FARM SIZE, 2023–2028 (USD MILLION) 187 TABLE 124 AMERICAS: PRECISION LIVESTOCK SOFTWARE MARKET, BY FARM SIZE, 2019–2022 (USD MILLION) 188 TABLE 125 AMERICAS: PRECISION LIVESTOCK SOFTWARE MARKET, BY FARM SIZE, 2023–2028 (USD MILLION) 188 10.2.2 NORTH AMERICA 188 FIGURE 64 SEGMENTATION: NORTH AMERICA, BY COUNTRY 189 FIGURE 65 SNAPSHOT: FARM MANAGEMENT SOFTWARE MARKET IN NORTH AMERICA, 2022 189 TABLE 126 NORTH AMERICA: FARM MANAGEMENT SOFTWARE MARKET, BY COUNTRY, 2019–2022 (USD MILLION) 190 TABLE 127 NORTH AMERICA: FARM MANAGEMENT SOFTWARE MARKET, BY COUNTRY, 2023–2028 (USD MILLION) 190 TABLE 128 NORTH AMERICA: FARM MANAGEMENT SOFTWARE MARKET, BY OFFERING, 2019–2022 (USD MILLION) 191 TABLE 129 NORTH AMERICA: FARM MANAGEMENT SOFTWARE MARKET, BY OFFERING, 2023–2028 (USD MILLION) 191 TABLE 130 NORTH AMERICA: FARM MANAGEMENT SOFTWARE MARKET, BY APPLICATION, 2019–2022 (USD MILLION) 191 TABLE 131 NORTH AMERICA: FARM MANAGEMENT SOFTWARE MARKET, BY APPLICATION, 2023–2028 (USD MILLION) 192 10.2.2.1 US 192 10.2.2.1.1 Higher adoption of advanced technologies and presence of prominent market players to foster market growth 192 10.2.2.2 Canada 193 10.2.2.2.1 Government support to remain instrumental in increased demand 193 10.2.2.3 Mexico 193 10.2.2.3.1 Investment by key players and research organizations to drive market 193 10.2.3 SOUTH AMERICA 194 FIGURE 66 SEGMENTATION: SOUTH AMERICA, BY COUNTRY 194 FIGURE 67 SNAPSHOT: FARM MANAGEMENT SOFTWARE MARKET IN SOUTH AMERICA, 2022 195 TABLE 132 SOUTH AMERICA: FARM MANAGEMENT SOFTWARE MARKET, BY COUNTRY, 2019–2022 (USD MILLION) 196 TABLE 133 SOUTH AMERICA: FARM MANAGEMENT SOFTWARE MARKET, BY COUNTRY, 2023–2028 (USD MILLION) 196 TABLE 134 SOUTH AMERICA: FARM MANAGEMENT SOFTWARE MARKET, BY OFFERING, 2019–2022 (USD MILLION) 197 TABLE 135 SOUTH AMERICA: FARM MANAGEMENT SOFTWARE MARKET, BY OFFERING, 2023–2028 (USD MILLION) 197 TABLE 136 SOUTH AMERICA: FARM MANAGEMENT SOFTWARE MARKET, BY APPLICATION, 2019–2022 (USD MILLION) 197 TABLE 137 SOUTH AMERICA: FARM MANAGEMENT SOFTWARE MARKET, BY APPLICATION, 2023–2028 (USD MILLION) 198 10.2.3.1 Brazil 198 10.2.3.1.1 Large number of average farms and investments from multiple stakeholders to drive market 198 10.2.3.2 Argentina 199 10.2.3.2.1 Established agricultural machinery industry to support market growth 199 10.2.3.3 Rest of South America 199 10.3 EUROPE 199 FIGURE 68 SEGMENTATION: EUROPE, BY COUNTRY 200 10.3.1 IMPACT OF RECESSION IN EUROPE 200 FIGURE 69 EUROPE: IMPACT OF RECESSION 200 FIGURE 70 SNAPSHOT: FARM MANAGEMENT SOFTWARE MARKET IN EUROPE, 2022 201 TABLE 138 EUROPE: FARM MANAGEMENT SOFTWARE MARKET, BY COUNTRY, 2019–2022 (USD MILLION) 202 TABLE 139 EUROPE: FARM MANAGEMENT SOFTWARE MARKET, BY COUNTRY, 2023–2028 (USD MILLION) 202 TABLE 140 EUROPE: FARM MANAGEMENT SOFTWARE MARKET, BY OFFERING, 2019–2022 (USD MILLION) 203 TABLE 141 EUROPE: FARM MANAGEMENT SOFTWARE MARKET, BY OFFERING, 2023–2028 (USD MILLION) 203 TABLE 142 EUROPE: FARM MANAGEMENT SOFTWARE MARKET, BY APPLICATION, 2019–2022 (USD MILLION) 203 TABLE 143 EUROPE: FARM MANAGEMENT SOFTWARE MARKET, BY APPLICATION, 2023–2028 (USD MILLION) 204 TABLE 144 EUROPE: PRECISION FARMING SOFTWARE MARKET, BY FARM SIZE, 2019–2022 (USD MILLION) 204 TABLE 145 EUROPE: PRECISION FARMING SOFTWARE MARKET, BY FARM SIZE, 2023–2028 (USD MILLION) 204 TABLE 146 EUROPE: PRECISION LIVESTOCK SOFTWARE MARKET, BY FARM SIZE, 2019–2022 (USD MILLION) 205 TABLE 147 EUROPE: PRECISION LIVESTOCK SOFTWARE MARKET, BY FARM SIZE, 2023–2028 (USD MILLION) 205 10.3.2 GERMANY 205 10.3.2.1 Increasing precision livestock-related activities to lead to market growth 205 10.3.3 FRANCE 206 10.3.3.1 Extensive progress in satellite imaging techniques to foster market growth 206 10.3.4 UK 207 10.3.4.1 Reduced technology costs, along with grants and incentives, to boost market growth 207 10.3.5 ITALY 207 10.3.5.1 Government support and incentive schemes to drive growth 207 10.3.6 NETHERLANDS 208 10.3.6.1 Large amount of agriculture product exports to drive demand 208 10.3.7 SPAIN 208 10.3.7.1 Increasing adoption of farm management software tools to improve crop yield 208 10.3.8 REST OF EUROPE 209
SummaryThe global farm management software market is estimated to grow from USD 3.0 billion in 2023 to USD 5.1 billion by 2028 at a CAGR of 11.1% during 2023–2028. Some of the key factor contributing towards market growth includes increasing agricultural activities and the growing need for real-time data for decision-making, rapid urbanization and expanding population, shrinking of water resources, and continued climate change due to the increase in the emission of greenhouse gases, and increasing initiatives by governments pertaining to digitalization of agricultural industry. Table of Contents1 INTRODUCTION 371.1 STUDY OBJECTIVES 37 1.2 MARKET DEFINITION 37 1.2.1 INCLUSIONS AND EXCLUSIONS 38 1.3 STUDY SCOPE 39 1.3.1 MARKETS COVERED 39 1.3.2 REGIONAL SCOPE 39 1.3.3 YEARS CONSIDERED 40 1.4 CURRENCY 40 1.5 LIMITATIONS 40 1.6 UNITS CONSIDERED 41 1.7 STAKEHOLDERS 41 1.8 SUMMARY OF CHANGES 41 2 RESEARCH METHODOLOGY 43 2.1 RESEARCH APPROACH 43 FIGURE 1 FARM MANAGEMENT SOFTWARE MARKET: PROCESS FLOW FOR MARKET SIZE ESTIMATION 43 FIGURE 2 FARM MANAGEMENT SOFTWARE MARKET: RESEARCH DESIGN 44 2.1.1 SECONDARY DATA 45 2.1.1.1 List of major secondary sources 45 2.1.1.2 Key data from secondary sources 46 2.1.2 PRIMARY DATA 46 2.1.2.1 Primary interviews with experts 47 2.1.2.2 List of key primary interview participants 47 2.1.2.3 Breakdown of primaries 48 2.1.2.4 Key data from primary sources 48 2.1.2.5 Key industry insights 49 2.1.3 SECONDARY AND PRIMARY RESEARCH 49 2.2 MARKET SIZE ESTIMATION 50 2.2.1 BOTTOM-UP APPROACH 51 FIGURE 3 BOTTOM-UP APPROACH 51 2.2.1.1 Approach for capturing market share by bottom-up analysis (demand side) 51 2.2.2 FARM MANAGEMENT SOFTWARE MARKET ESTIMATION: SUPPLY-SIDE ANALYSIS 52 FIGURE 4 SUPPLY-SIDE MARKET SIZE ESTIMATION 52 2.2.3 TOP-DOWN APPROACH 53 2.2.3.1 Approach for capturing market share by top-down analysis (supply side) 53 FIGURE 5 TOP-DOWN APPROACH 53 2.2.4 FARM MANAGEMENT SOFTWARE MARKET: DEMAND-SIDE ANALYSIS 54 FIGURE 6 DEMAND-SIDE MARKET SIZE ESTIMATION 54 2.3 MARKET BREAKDOWN AND DATA TRIANGULATION 55 FIGURE 7 DATA TRIANGULATION 55 2.3.1 GROWTH FORECAST ASSUMPTIONS 55 TABLE 1 REMOTE SENSING TECHNOLOGY PENETRATION IN MAJOR COUNTRIES 56 2.4 RESEARCH ASSUMPTIONS 57 2.5 LIMITATIONS OF RESEARCH 57 2.6 RISK ASSESSMENT 58 2.7 IMPACT OF RECESSION ON FARM MANAGEMENT SOFTWARE MARKET 58 3 EXECUTIVE SUMMARY 59 FIGURE 8 FARM MANAGEMENT SOFTWARE MARKET: PRE- AND POST-RECESSION SCENARIO ANALYSIS, 2019–2028 (USD MILLION) 60 FIGURE 9 PRECISION FARMING APPLICATION TO BE LARGEST SEGMENT OF FARM MANAGEMENT SOFTWARE MARKET DURING FORECAST PERIOD 61 FIGURE 10 DATA ANALYTICS SERVICES TO REGISTER HIGHEST CAGR IN FARM MANAGEMENT SOFTWARE MARKET FROM 2023 TO 2028 62 FIGURE 11 FARM MANAGEMENT SOFTWARE MARKET FOR MEDIUM-SIZED FARMS TO ACCOUNT FOR LARGEST MARKET SHARE THROUGHOUT FORECAST PERIOD 63 FIGURE 12 PRODUCTION PLANNING TO BE LARGEST SEGMENT OF FARM MANAGEMENT SOFTWARE MARKET FROM 2023 TO 2028 64 FIGURE 13 SOUTH AMERICA TO GROW AT HIGHEST CAGR IN FARM MANAGEMENT SOFTWARE MARKET FROM 2023 TO 2028 65 4 PREMIUM INSIGHTS 66 4.1 ATTRACTIVE GROWTH OPPORTUNITIES FOR PLAYERS IN GLOBAL FARM MANAGEMENT SOFTWARE MARKET 66 FIGURE 14 NEED FOR REAL-TIME DATA MANAGEMENT TO DRIVE FARM MANAGEMENT SOFTWARE MARKET 66 4.2 FARM MANAGEMENT SOFTWARE MARKET IN AMERICAS 67 FIGURE 15 US TO HOLD LARGEST SHARE OF FARM MANAGEMENT SOFTWARE MARKET IN AMERICAS IN 2023 67 4.3 FARM MANAGEMENT SOFTWARE MARKET, BY OFFERING 67 FIGURE 16 ON-CLOUD SEGMENT TO DOMINATE OVERALL FARM MANAGEMENT SOFTWARE MARKET BY 2028 67 4.4 FARM MANAGEMENT SOFTWARE MARKET, BY FARM SIZE 68 FIGURE 17 MEDIUM-SIZED FARMS TO HOLD LARGEST MARKET SHARE DURING FORECAST PERIOD 68 4.5 FARM MANAGEMENT SOFTWARE MARKET, BY PRODUCTION PLANNING 68 FIGURE 18 PRODUCTION PLANNING SEGMENT TO HOLD LARGEST MARKET SHARE DURING FORECAST PERIOD 68 4.6 REGIONAL ANALYSIS OF FARM MANAGEMENT SOFTWARE MARKET 69 FIGURE 19 AMERICAS TO HOLD LARGEST SHARE OF FARM MANAGEMENT SOFTWARE MARKET BETWEEN 2023 AND 2028 69 5 MARKET OVERVIEW 70 5.1 INTRODUCTION 70 5.2 MARKET DYNAMICS 70 FIGURE 20 DRIVERS, RESTRAINTS, OPPORTUNITIES, AND CHALLENGES IN FARM MANAGEMENT SOFTWARE MARKET 71 5.2.1 DRIVERS 71 5.2.1.1 Rising implementation of artificial intelligence and machine learning for real-time farm management 71 5.2.1.2 Increasing climate change and food security concerns 72 5.2.1.3 Increasing initiatives by governments pertaining to digitalization of agricultural industry 72 TABLE 2 MAJOR RECENT INITIATIVES UNDERTAKEN BY GOVERNMENT OF INDIA IN AGRICULTURAL INDUSTRY 73 5.2.1.4 Focus on livestock monitoring and tracking health-related data in real-time to increase farm efficiency 74 5.2.1.5 Surging adoption of advanced technologies such as IoT, RoVs, and AI in aquaculture farms 74 5.2.1.6 Increasing implementation of big data analytics in agriculture 74 FIGURE 21 IMPACT ANALYSIS OF DRIVERS ON FARM MANAGEMENT SOFTWARE MARKET 75 5.2.2 RESTRAINTS 76 5.2.2.1 Limited technical expertise and advanced infrastructure in developing regions 76 5.2.2.2 Requirement of high initial capital investment 76 FIGURE 22 IMPACT ANALYSIS OF RESTRAINTS ON FARM MANAGEMENT SOFTWARE MARKET 76 5.2.3 OPPORTUNITIES 77 5.2.3.1 Rapid adoption of smart farming technologies 77 5.2.3.2 Convergence of digital technologies with farming practices 77 5.2.3.3 Increasing use of drones and remote sensing for farm management 78 FIGURE 23 IMPACT ANALYSIS OF OPPORTUNITIES FOR FARM MANAGEMENT SOFTWARE MARKET 78 5.2.4 CHALLENGES 79 5.2.4.1 Large presence of fragmented farms in developing countries 79 5.2.4.2 Management of data for productive decision-making through single digital platform 79 FIGURE 24 IMPACT ANALYSIS OF CHALLENGES ON FARM MANAGEMENT SOFTWARE MARKET 80 5.3 VALUE CHAIN ANALYSIS 80 FIGURE 25 FARM MANAGEMENT SOFTWARE MARKET: VALUE CHAIN ANALYSIS 81 5.4 ECOSYSTEM 82 FIGURE 26 FARM MANAGEMENT SOFTWARE MARKET: ECOSYSTEM 82 TABLE 3 COMPANIES AND THEIR ROLE IN ECOSYSTEM 83 5.5 AVERAGE SELLING PRICE ANALYSIS 84 FIGURE 27 PRECISION FARMING DATA ANALYTICS SERVICE COST PER HECTARE FOR DIFFERENT FARM SIZES IN 2021 84 5.6 TRENDS/DISRUPTIONS IMPACTING CUSTOMERS’ BUSINESSES 84 5.7 TECHNOLOGY ANALYSIS 85 5.7.1 BLOCKCHAIN 85 5.7.2 GIS-BASED AGRICULTURE 86 5.7.3 REMOTE SENSING IN AGRICULTURE 86 5.7.4 SATELLITE-DERIVED DATA 86 5.7.5 SKY-DRONES 87 5.7.6 SMARTPHONE TECHNOLOGY 87 5.7.7 RFID AND IDENTIFICATION TECHNOLOGIES 87 5.7.8 ARTIFICIAL INTELLIGENCE IN AGRICULTURE 87 5.7.9 BIG DATA AND ANALYTICS 88 5.8 PORTER’S FIVE FORCES ANALYSIS 88 TABLE 4 IMPACT OF PORTER’S FIVE FORCES 88 FIGURE 29 FARM MANAGEMENT SOFTWARE MARKET: PORTER’S FIVE FORCES ANALYSIS 89 FIGURE 30 FARM MANAGEMENT SOFTWARE MARKET: PORTER’S FIVE FORCES 89 5.8.1 THREAT OF NEW ENTRANTS 90 5.8.2 THREAT OF SUBSTITUTES 90 5.8.3 BARGAINING POWER OF SUPPLIERS 90 5.8.4 BARGAINING POWER OF BUYERS 90 5.8.5 INTENSITY OF COMPETITIVE RIVALRY 91 5.9 KEY STAKEHOLDERS AND BUYING CRITERIA 91 5.9.1 KEY STAKEHOLDERS IN BUYING PROCESS 91 FIGURE 31 INFLUENCE OF STAKEHOLDERS ON BUYING PROCESS, BY APPLICATION 91 TABLE 5 INFLUENCE OF STAKEHOLDERS ON BUYING PROCESS, BY APPLICATION (%) 91 5.9.2 BUYING CRITERIA 92 FIGURE 32 KEY BUYING CRITERIA, BY APPLICATION 92 TABLE 6 KEY BUYING CRITERIA, BY APPLICATION 92 5.10 CASE STUDIES 93 5.10.1 MAXIMIZED YIELD FOR CASSAVA PLANTATION BUSINESS 93 5.10.2 WHITESIDES USED AGWORLD SOFTWARE PLATFORM FOR RECORD KEEPING AND CUSTOM FERTILIZER APPLICATION 93 5.10.3 ANNA BINNA FARMS USED AGWORLD SOFTWARE PLATFORM FOR FARM RECORD-KEEPING SYSTEM AND PRE-EMERGENT HERBICIDES 94 5.10.4 LILLIPUT AG AIMS TO IMPROVE PLANNING BY CAPTURING DATA WITH AGWORLD PLATFORM 94 5.10.5 SPROULE FARMS ACHIEVED TRACEABILITY AND REAL-TIME INFORMATION ABOUT THEIR FIELD WITH CONSERVIS PLATFORM 95 5.10.6 FARMERP BOLSTERS OPERATIONAL EFFICIENCY OF SINGAPORE’S BIGGEST HYDROPONIC ENTERPRISE 95 5.10.7 OTHER USE CASES 96 5.11 TRADE DATA ANALYSIS 97 TABLE 7 IMPORT DATA OF AGRICULTURAL, HORTICULTURAL OR FORESTRY MACHINERY OF SOIL PREPARATION OR CULTIVATION, BY COUNTRY, 2017–2021 (USD MILLION) 97 TABLE 8 EXPORT DATA OF AGRICULTURAL, HORTICULTURAL OR FORESTRY MACHINERY OF SOIL PREPARATION OR CULTIVATION, BY COUNTRY, 2017–2021 (USD MILLION) 98 5.12 PATENT ANALYSIS 98 TABLE 9 NOTABLE PATENTS RELATED TO FARM MANAGEMENT SOFTWARE MARKET, 2019–2022 99 TABLE 10 NUMBER OF PATENTS REGISTERED RELATED TO FARM MANAGEMENT SOFTWARE MARKET IN LAST 10 YEARS 102 FIGURE 33 TOP 10 COMPANIES WITH HIGHEST NO. OF PATENT APPLICATIONS IN LAST 10 YEARS 103 FIGURE 34 NO. OF PATENTS GRANTED PER YEAR, 2013–2022 103 5.13 KEY CONFERENCES AND EVENTS, 2023–2024 104 TABLE 11 FARM MANAGEMENT SOFTWARE MARKET: DETAILED LIST OF CONFERENCES AND EVENTS 104 5.14 REGULATIONS AND STANDARDS IN FARM MANAGEMENT SOFTWARE MARKET 106 5.14.1 CARBON POLICY TRENDS IN AGRICULTURE 106 5.14.2 GROWING CLIMATE SOLUTIONS ACT 106 5.14.3 TARIFFS AND REGULATIONS IN PRECISION FARMING AND SMART GREENHOUSES 106 TABLE 12 TARIFF REGULATIONS: PRECISION FARMING AND SMART GREENHOUSES 106 6 FARM MANAGEMENT SOFTWARE MARKET, BY OFFERING 108 6.1 INTRODUCTION 109 TABLE 13 FARM MANAGEMENT SOFTWARE MARKET, BY OFFERING, 2019–2022 (USD MILLION) 109 FIGURE 35 DATA ANALYTICS SERVICES SEGMENT TO WITNESS HIGHEST CAGR DURING FORECAST PERIOD 109 TABLE 14 FARM MANAGEMENT SOFTWARE MARKET, BY OFFERING, 2023–2028 (USD MILLION) 110 6.2 ON-CLOUD 110 TABLE 15 ON-CLOUD: FARM MANAGEMENT SOFTWARE MARKET, BY APPLICATION, 2019–2022 (USD MILLION) 111 TABLE 16 ON-CLOUD: FARM MANAGEMENT SOFTWARE MARKET, BY APPLICATION, 2023–2028 (USD MILLION) 111 TABLE 17 ON-CLOUD: FARM MANAGEMENT SOFTWARE MARKET, BY DEPLOYMENT, 2019–2022 (USD MILLION) 111 FIGURE 36 SAAS TO HOLD LARGER SIZE OF FARM MANAGEMENT SOFTWARE FOR ON-CLOUD SOFTWARE DURING FORECAST PERIOD 112 TABLE 18 ON-CLOUD: FARM MANAGEMENT SOFTWARE MARKET, BY DEPLOYMENT, 2023–2028 (USD MILLION) 112 TABLE 19 ON-CLOUD: FARM MANAGEMENT SOFTWARE MARKET, BY REGION, 2019–2022 (USD MILLION) 112 FIGURE 37 AMERICAS TO HOLD MAXIMUM SHARE OF FARM MANAGEMENT SOFTWARE MARKET FOR ON-CLOUD OFFERING DURING FORECAST PERIOD 113 TABLE 20 ON-CLOUD: FARM MANAGEMENT SOFTWARE MARKET, BY REGION, 2023–2028 (USD MILLION) 113 TABLE 21 ON-CLOUD: FARM MANAGEMENT SOFTWARE MARKET, BY FARM SIZE, 2019–2022 (USD MILLION) 114 TABLE 22 ON-CLOUD: FARM MANAGEMENT SOFTWARE MARKET, BY FARM SIZE, 2023–2028 (USD MILLION) 114 6.2.1 SOFTWARE AS A SERVICE (SAAS) 114 6.2.1.1 Farmers to use SaaS applications for ease of use and scalability 114 6.2.2 PLATFORM AS A SERVICE (PAAS) 115 6.2.2.1 Farmers to adopt PaaS applications for customized insights 115 6.3 ON-PREMISE 115 6.3.1 HIGHER DATA SECURITY AND LOWER INTERNET COSTS TO DRIVE ON-PREMISE FARM MANAGEMENT SOFTWARE MARKET 115 TABLE 23 ON-PREMISE: FARM MANAGEMENT SOFTWARE MARKET, BY APPLICATION, 2019–2022 (USD MILLION) 116 FIGURE 38 PRECISION FARMING SEGMENT TO HOLD LARGEST SHARE OF ON-PREMISE FARM MANAGEMENT SOFTWARE MARKET 116 TABLE 24 ON-PREMISE: FARM MANAGEMENT SOFTWARE MARKET, BY APPLICATION, 2023–2028 (USD MILLION) 117 TABLE 25 ON-PREMISE: FARM MANAGEMENT SOFTWARE MARKET, BY REGION, 2019–2022 (USD MILLION) 117 TABLE 26 ON-PREMISE: FARM MANAGEMENT SOFTWARE MARKET, BY REGION, 2023–2028 (USD MILLION) 118 TABLE 27 ON-PREMISE: FARM MANAGEMENT SOFTWARE MARKET, BY FARM SIZE, 2019–2022 (USD MILLION) 118 TABLE 28 ON-PREMISE: FARM MANAGEMENT SOFTWARE MARKET, BY FARM SIZE, 2023–2028 (USD MILLION) 118 6.4 DATA ANALYTICS SERVICES 119 6.4.1 FARM OWNERS CAN LEVERAGE TRENDS SHOWN BY PREDICTIVE ANALYTICS SERVICES TO MAXIMIZE PROFITS AND REDUCE COSTS 119 TABLE 29 DATA ANALYTICS SERVICES: FARM MANAGEMENT SOFTWARE MARKET, BY APPLICATION, 2019–2022 (USD MILLION) 120 TABLE 30 DATA ANALYTICS SERVICES: FARM MANAGEMENT SOFTWARE MARKET, BY APPLICATION, 2023–2028 (USD MILLION) 120 TABLE 31 DATA ANALYTICS SERVICES: FARM MANAGEMENT SOFTWARE MARKET, BY REGION, 2019–2022 (USD MILLION) 121 TABLE 32 DATA ANALYTICS SERVICES: FARM MANAGEMENT SOFTWARE MARKET, BY REGION, 2023–2028 (USD MILLION) 121 TABLE 33 DATA ANALYTICS SERVICES: FARM MANAGEMENT SOFTWARE MARKET, BY FARM SIZE, 2019–2022 (USD MILLION) 121 FIGURE 39 MEDIUM-SIZED FARMS TO DOMINATE FARM MANAGEMENT SOFTWARE MARKET FOR DATA ANALYTICS SERVICES DURING FORECAST PERIOD 122 TABLE 34 DATA ANALYTICS SERVICES: FARM MANAGEMENT SOFTWARE MARKET, BY FARM SIZE, 2023–2028 (USD MILLION) 122 7 FARM MANAGEMENT SOFTWARE MARKET, BY FARM SIZE 123 7.1 INTRODUCTION 124 TABLE 35 FARM MANAGEMENT SOFTWARE MARKET, BY FARM SIZE, 2019–2022 (USD MILLION) 124 FIGURE 40 MEDIUM-SIZED FARMS TO ACCOUNT FOR LARGEST SHARE OF FARM MANAGEMENT SOFTWARE MARKET DURING FORECAST PERIOD 124 TABLE 36 FARM MANAGEMENT SOFTWARE MARKET, BY FARM SIZE, 2023–2028 (USD MILLION) 124 7.2 LARGE FARMS 125 7.2.1 OWNERS OF LARGE FARMS ADOPTING TECHNOLOGY TO INCREASE PRODUCTIVITY 125 TABLE 37 LARGE: FARM MANAGEMENT SOFTWARE MARKET, BY REGION, 2019–2022 (USD MILLION) 125 TABLE 38 LARGE: FARM MANAGEMENT SOFTWARE MARKET, BY REGION, 2023–2028 (USD MILLION) 126 TABLE 39 LARGE: FARM MANAGEMENT SOFTWARE MARKET, BY OFFERING, 2019–2022 (USD MILLION) 126 FIGURE 41 DATA ANALYTICS SERVICES TO WITNESS HIGHEST CAGR FOR LARGE FARMS DURING FORECAST PERIOD 126 TABLE 40 LARGE: FARM MANAGEMENT SOFTWARE MARKET, BY OFFERING, 2023–2028 (USD MILLION) 127 7.3 MEDIUM FARMS 127 7.3.1 MEDIUM-SIZED FARMS TO DOMINATE FARM MANAGEMENT SOFTWARE MARKET THROUGH 2028 127 TABLE 41 MEDIUM-SIZED: FARM MANAGEMENT SOFTWARE MARKET, BY REGION, 2019–2022 (USD MILLION) 128 FIGURE 42 AMERICAS TO HOLD LARGEST SHARE OF FARM MANAGEMENT SOFTWARE MARKET FOR MEDIUM-SIZED FARMS 128 TABLE 42 MEDIUM-SIZED: FARM MANAGEMENT SOFTWARE MARKET, BY REGION, 2023–2028 (USD MILLION) 128 TABLE 43 MEDIUM-SIZED: FARM MANAGEMENT SOFTWARE MARKET, BY OFFERING, 2019–2022 (USD MILLION) 129 TABLE 44 MEDIUM-SIZED: FARM MANAGEMENT SOFTWARE MARKET, BY OFFERING, 2023–2028 (USD MILLION) 129 7.4 SMALL FARMS 129 7.4.1 SMALL FARM OWNERS USING FARM MANAGEMENT SOFTWARE TO MEET GROWING DEMAND FOR FOOD AND REDUCE OPERATIONAL COSTS 129 TABLE 45 SMALL: FARM MANAGEMENT SOFTWARE MARKET, BY REGION, 2019–2022 (USD MILLION) 130 FIGURE 43 FARM MANAGEMENT SOFTWARE MARKET FOR SMALL FARMS TO REGISTER HIGHEST CAGR IN ROW DURING FORECAST PERIOD 130 TABLE 46 SMALL: FARM MANAGEMENT SOFTWARE MARKET, BY REGION, 2023–2028 (USD MILLION) 131 TABLE 47 SMALL: FARM MANAGEMENT SOFTWARE MARKET, BY OFFERING, 2019–2022 (USD MILLION) 131 TABLE 48 SMALL: FARM MANAGEMENT SOFTWARE MARKET, BY OFFERING, 2023–2028 (USD MILLION) 131 8 FARM MANAGEMENT SOFTWARE MARKET, BY APPLICATION 132 8.1 INTRODUCTION 133 FIGURE 44 FARM MANAGEMENT SOFTWARE MARKET, BY APPLICATION 133 TABLE 49 FARM MANAGEMENT SOFTWARE MARKET, BY APPLICATION, 2019–2022 (USD MILLION) 134 FIGURE 45 PRECISION FARMING APPLICATIONS TO ACCOUNT FOR LARGEST SHARE OF FARM MANAGEMENT SOFTWARE MARKET 134 TABLE 50 FARM MANAGEMENT SOFTWARE MARKET, BY APPLICATION, 2023–2028 (USD MILLION) 135 8.2 PRECISION FARMING 135 TABLE 51 PRECISION FARMING: FARM MANAGEMENT SOFTWARE MARKET, BY APPLICATION, 2019–2022 (USD MILLION) 136 TABLE 52 PRECISION FARMING: FARM MANAGEMENT SOFTWARE MARKET, BY APPLICATION, 2023–2028 (USD MILLION) 136 TABLE 53 PRECISION FARMING: FARM MANAGEMENT SOFTWARE MARKET, BY REGION, 2019–2022 (USD MILLION) 137 FIGURE 46 ASIA PACIFIC TO REGISTER HIGHEST CAGR IN FARM MANAGEMENT SOFTWARE MARKET FOR PRECISION FARMING DURING FORECAST PERIOD 137 TABLE 54 PRECISION FARMING: FARM MANAGEMENT SOFTWARE MARKET, BY REGION, 2023–2028 (USD MILLION) 138 8.2.1 SOIL AND CROP MONITORING 138 8.2.1.1 Soil and crop monitoring enable farmers to collect data pertaining to soil properties and predict crop yield 138 TABLE 55 SOIL & CROP MONITORING: FARM MANAGEMENT SOFTWARE MARKET, BY REGION, 2019–2022 (USD MILLION) 139 FIGURE 47 AMERICAS TO HOLD MAXIMUM SHARE OF FARM MANAGEMENT SOFTWARE MARKET FOR SOIL & CROP MONITORING 139 TABLE 56 SOIL & CROP MONITORING: FARM MANAGEMENT SOFTWARE MARKET, BY REGION, 2023–2028 (USD MILLION) 139 8.2.2 YIELD AND HARVESTING MONITORING 140 8.2.2.1 Yield and harvesting monitoring systems facilitating resource allocation to meet needs of plants 140 TABLE 57 YIELD AND HARVESTING MONITORING: FARM MANAGEMENT SOFTWARE MARKET, BY REGION, 2019–2022 (USD MILLION) 140 TABLE 58 YIELD AND HARVESTING MONITORING: FARM MANAGEMENT SOFTWARE MARKET, BY REGION, 2023–2028 (USD MILLION) 141 8.2.3 IRRIGATION AND WEATHER FORECASTING 141 8.2.3.1 Weather tracking and real-time irrigation scheduling help farmers in protecting farms from natural calamities 141 TABLE 59 IRRIGATION AND WEATHER FORECASTING: FARM MANAGEMENT SOFTWARE MARKET, BY REGION, 2019–2022 (USD MILLION) 142 TABLE 60 IRRIGATION AND WEATHER FORECASTING: FARM MANAGEMENT SOFTWARE MARKET, BY REGION, 2023–2028 (USD MILLION) 142 8.2.4 INVENTORY MANAGEMENT 142 8.2.4.1 Farm management software to track substances needed for farming and reduce costs 142 TABLE 61 INVENTORY MANAGEMENT: FARM MANAGEMENT SOFTWARE MARKET, BY REGION, 2019–2022 (USD MILLION) 143 TABLE 62 INVENTORY MANAGEMENT: FARM MANAGEMENT SOFTWARE MARKET, BY REGION, 2023–2028 (USD MILLION) 143 8.2.5 CROP INSURANCE AND FINANCIAL MANAGEMENT 143 8.2.5.1 Farm management software to aid farmers in financial management by keeping track of all financial transactions 143 TABLE 63 CROP INSURANCE AND FINANCIAL MANAGEMENT: FARM MANAGEMENT SOFTWARE MARKET, BY REGION, 2019–2022 (USD MILLION) 144 TABLE 64 CROP INSURANCE AND FINANCIAL MANAGEMENT: FARM MANAGEMENT SOFTWARE MARKET, BY REGION, 2023–2028 (USD MILLION) 144 8.2.6 EQUIPMENT MONITORING AND MAINTENANCE 144 8.2.6.1 Farm management software to monitor output and efficiency of equipment used for farming 144 TABLE 65 EQUIPMENT MONITORING AND MAINTENANCE: FARM MANAGEMENT SOFTWARE MARKET, BY REGION, 2019–2022 (USD MILLION) 145 TABLE 66 EQUIPMENT MONITORING AND MAINTENANCE: FARM MANAGEMENT SOFTWARE MARKET, BY REGION, 2023–2028 (USD MILLION) 145 8.2.7 FARM LABOR MANAGEMENT 145 8.2.7.1 Farm management software to improve labor productivity by using labor effectively based on requirement 145 TABLE 67 LABOR MANAGEMENT: FARM MANAGEMENT SOFTWARE MARKET, BY REGION, 2019–2022 (USD MILLION) 146 TABLE 68 LABOR MANAGEMENT: FARM MANAGEMENT SOFTWARE MARKET, BY REGION, 2023–2028 (USD MILLION) 146 8.2.8 OTHERS 146 TABLE 69 OTHER PRECISION FARMING APPLICATIONS: FARM MANAGEMENT SOFTWARE MARKET, BY REGION, 2019–2022 (USD MILLION) 147 TABLE 70 OTHER PRECISION FARMING APPLICATIONS: FARM MANAGEMENT SOFTWARE MARKET, BY REGION, 2023–2028 (USD MILLION) 147 8.3 PRECISION LIVESTOCK 148 TABLE 71 PRECISION LIVESTOCK: FARM MANAGEMENT SOFTWARE MARKET, BY APPLICATION, 2019–2022 (USD MILLION) 148 FIGURE 48 IDENTIFICATION & TRACKING TO HOLD LARGEST SHARE IN OVERALL PRECISION LIVESTOCK FARM MANAGEMENT SOFTWARE MARKET 148 TABLE 72 PRECISION LIVESTOCK: FARM MANAGEMENT SOFTWARE MARKET, BY APPLICATION, 2023–2028 (USD MILLION) 149 TABLE 73 PRECISION LIVESTOCK: FARM MANAGEMENT SOFTWARE MARKET, BY REGION, 2019–2022 (USD MILLION) 149 TABLE 74 PRECISION LIVESTOCK: FARM MANAGEMENT SOFTWARE MARKET, BY REGION, 2023–2028 (USD MILLION) 149 8.3.1 IDENTIFICATION AND TRACKING 150 8.3.1.1 Identification and tracking systems to help provide immediate attention to animals deviating from normal behavioral patterns 150 TABLE 75 IDENTIFICATION AND TRACKING: FARM MANAGEMENT SOFTWARE MARKET, BY REGION, 2019–2022 (USD MILLION) 150 TABLE 76 IDENTIFICATION AND TRACKING: FARM MANAGEMENT SOFTWARE MARKET, BY REGION, 2023–2028 (USD MILLION) 150 8.3.2 FEEDING MANAGEMENT 151 8.3.2.1 Farm management software to ensure optimum feed intake for improved productivity 151 TABLE 77 FEEDING MANAGEMENT: FARM MANAGEMENT SOFTWARE MARKET, BY REGION, 2019–2022 (USD MILLION) 151 TABLE 78 FEEDING MANAGEMENT: FARM MANAGEMENT SOFTWARE MARKET, BY REGION, 2023–2028 (USD MILLION) 152 8.3.3 MILK HARVESTING 152 8.3.3.1 Need for automated milk harvesting to drive market 152 TABLE 79 MILK HARVESTING: FARM MANAGEMENT SOFTWARE MARKET, BY REGION, 2019–2022 (USD MILLION) 153 FIGURE 49 ASIA PACIFIC TO REGISTER HIGHEST CAGR IN FARM MANAGEMENT SOFTWARE FOR MILK HARVESTING DURING FORECAST PERIOD 153 TABLE 80 MILK HARVESTING: FARM MANAGEMENT SOFTWARE MARKET, BY REGION, 2023–2028 (USD MILLION) 153 8.3.4 OTHERS 154 TABLE 81 OTHER PRECISION LIVESTOCK APPLICATIONS: FARM MANAGEMENT SOFTWARE MARKET, BY REGION, 2019–2022 (USD MILLION) 154 TABLE 82 OTHER PRECISION LIVESTOCK APPLICATIONS: FARM MANAGEMENT SOFTWARE MARKET, BY REGION, 2023–2028 (USD MILLION) 155 8.4 PRECISION AQUACULTURE 155 TABLE 83 PRECISION AQUACULTURE: FARM MANAGEMENT SOFTWARE MARKET, BY APPLICATION, 2019–2022 (USD MILLION) 155 TABLE 84 PRECISION AQUACULTURE: FARM MANAGEMENT SOFTWARE MARKET, BY APPLICATION, 2023–2028 (USD MILLION) 156 TABLE 85 PRECISION AQUACULTURE: FARM MANAGEMENT SOFTWARE MARKET, BY REGION, 2019–2022 (USD MILLION) 156 FIGURE 50 EUROPE TO ACCOUNT FOR LARGEST SHARE OF FARM MANAGEMENT SOFTWARE MARKET FOR PRECISION AQUACULTURE 157 TABLE 86 PRECISION AQUACULTURE: FARM MANAGEMENT SOFTWARE MARKET, BY REGION, 2023–2028 (USD MILLION) 157 8.4.1 FARM MONITORING AND SURVEILLANCE 157 8.4.1.1 Farm management software effectively monitors health and activities of fish to ensure improved productivity 157 TABLE 87 FARM MONITORING & SURVEILLANCE: FARM MANAGEMENT SOFTWARE MARKET, BY REGION, 2019–2022 (USD MILLION) 158 FIGURE 51 ASIA PACIFIC TO REGISTER HIGHEST CAGR IN FARM MANAGEMENT SOFTWARE MARKET FOR FARM MONITORING & SURVEILLANCE 158 TABLE 88 FARM MONITORING & SURVEILLANCE: FARM MANAGEMENT SOFTWARE MARKET, BY REGION, 2023–2028 (USD MILLION) 159 8.4.2 FEEDING MANAGEMENT 159 8.4.2.1 Optimum feed intake for higher productivity of aquaculture farms to drive market 159 TABLE 89 AQUACULTURE FEEDING MANAGEMENT: FARM MANAGEMENT SOFTWARE MARKET, BY REGION, 2019–2022 (USD MILLION) 160 TABLE 90 AQUACULTURE FEEDING MANAGEMENT: FARM MANAGEMENT SOFTWARE MARKET, BY REGION, 2023–2028 (USD MILLION) 160 8.4.3 OTHERS 160 TABLE 91 OTHER PRECISION AQUACULTURE APPLICATIONS: FARM MANAGEMENT SOFTWARE MARKET, BY REGION, 2019–2022 (USD MILLION) 161 TABLE 92 OTHER PRECISION AQUACULTURE APPLICATIONS: FARM MANAGEMENT SOFTWARE MARKET, BY REGION, 2023–2028 (USD MILLION) 161 8.5 PRECISION FORESTRY 161 TABLE 93 PRECISION FORESTRY: FARM MANAGEMENT SOFTWARE MARKET, BY APPLICATION, 2019–2022 (USD MILLION) 162 FIGURE 52 HARVESTING MANAGEMENT TO HOLD MAXIMUM SHARE OF FARM MANAGEMENT SOFTWARE MARKET FOR PRECISION FORESTRY 162 TABLE 94 PRECISION FORESTRY: FARM MANAGEMENT SOFTWARE MARKET, BY APPLICATION, 2023–2028 (USD MILLION) 163 TABLE 95 PRECISION FORESTRY: FARM MANAGEMENT SOFTWARE MARKET, BY REGION, 2019–2022 (USD MILLION) 163 TABLE 96 PRECISION FORESTRY: FARM MANAGEMENT SOFTWARE MARKET, BY REGION, 2023–2028 (USD MILLION) 163 8.5.1 HARVESTING MANAGEMENT 164 8.5.1.1 Improved operational control over forestry to increase demand 164 8.5.2 SILVICULTURE AND FIRE MANAGEMENT 164 8.5.2.1 Identification of fire hotspots in forests and minimization of damages to boost demand 164 8.5.3 INVENTORY AND LOGISTICS MANAGEMENT 164 8.5.3.1 Reduced inventory costs associated with precision forestry to drive market 164 8.5.4 GENETICS AND NURSERIES 165 8.5.4.1 Assessing soil quality in nurseries through GPS- or satellite-based imaging to drive demand 165 8.6 SMART GREENHOUSES 165 TABLE 97 SMART GREENHOUSES: FARM MANAGEMENT SOFTWARE MARKET, BY APPLICATION, 2019–2022 (USD MILLION) 165 FIGURE 53 AUTOMATED IRRIGATION SCHEDULING TO WITNESS HIGHEST CAGR IN FARM MANAGEMENT SOFTWARE MARKET FOR SMART GREENHOUSES 166 TABLE 98 SMART GREENHOUSES: FARM MANAGEMENT SOFTWARE MARKET, BY APPLICATION, 2023–2028 (USD MILLION) 166 TABLE 99 SMART GREENHOUSES: FARM MANAGEMENT SOFTWARE MARKET, BY REGION, 2019–2022 (USD MILLION) 167 TABLE 100 SMART GREENHOUSES: FARM MANAGEMENT SOFTWARE MARKET, BY REGION, 2023–2028 (USD MILLION) 167 8.6.1 HVAC AND CLIMATE CONTROL 168 8.6.1.1 Control of HVAC in greenhouses to maintain suitable conditions for healthy plant growth 168 8.6.2 CROP HEALTH AND YIELD MONITORING 168 8.6.2.1 High demand for crop health and yield monitoring to undertake strategic decisions 168 8.6.3 AUTOMATED IRRIGATION SCHEDULING 169 8.6.3.1 Need to conserve water for automated irrigation scheduling applications to drive market 169 8.6.4 OTHERS 169 8.7 OTHERS 169 TABLE 101 OTHER APPLICATIONS: FARM MANAGEMENT SOFTWARE MARKET, BY APPLICATION TYPE, 2019–2022 (USD MILLION) 170 FIGURE 54 CANNABIS FARMING TO REGISTER HIGHEST CAGR IN FARM MANAGEMENT SOFTWARE MARKET FOR OTHER APPLICATIONS 170 TABLE 102 OTHER APPLICATIONS: FARM MANAGEMENT SOFTWARE MARKET, BY APPLICATION TYPE, 2023–2028 (USD MILLION) 170 TABLE 103 OTHER APPLICATIONS: FARM MANAGEMENT SOFTWARE MARKET, BY REGION, 2019–2022 (USD MILLION) 171 TABLE 104 OTHER APPLICATIONS: FARM MANAGEMENT SOFTWARE MARKET, BY REGION, 2023–2028 (USD MILLION) 171 8.8 IMPACT OF RECESSION ON FARM MANAGEMENT SOFTWARE MARKET 171 TABLE 105 FARM MANAGEMENT SOFTWARE MARKET: IMPACT OF RECESSION ON APPLICATION 171 9 FARM MANAGEMENT SOFTWARE MARKET, BY FARM PRODUCTION PLANNING 173 9.1 INTRODUCTION 174 TABLE 106 FARM MANAGEMENT SOFTWARE MARKET, BY FARM PRODUCTION PLANNING, 2019–2022 (USD MILLION) 174 FIGURE 55 PRODUCTION PLANNING STAGE TO HOLD LARGEST SHARE OF FARM MANAGEMENT SOFTWARE MARKET DURING FORECAST PERIOD 174 TABLE 107 FARM MANAGEMENT SOFTWARE MARKET, BY FARM PRODUCTION PLANNING, 2023–2028 (USD MILLION) 175 9.2 PRE-PRODUCTION PLANNING 175 9.2.1 IDENTIFYING SUITABLE AREAS FOR CULTIVATION IN PRE-PRODUCTION PLANNING TO INCREASE DEMAND 175 TABLE 108 PRE-PRODUCTION PLANNING: FARM MANAGEMENT SOFTWARE MARKET, BY REGION, 2019–2022 (USD MILLION) 176 FIGURE 56 AMERICAS TO HOLD LARGEST SHARE OF FARM MANAGEMENT SOFTWARE MARKET FOR PRE-PRODUCTION PLANNING 176 TABLE 109 PRE-PRODUCTION PLANNING: FARM MANAGEMENT SOFTWARE MARKET, BY REGION, 2023–2028 (USD MILLION) 176 9.3 PRODUCTION PLANNING 177 9.3.1 MONITORING CROPS AND PRODUCTION PROCESSES TO IMPROVE PRODUCTIVITY 177 TABLE 110 PRODUCTION PLANNING: FARM MANAGEMENT SOFTWARE MARKET, BY REGION, 2019–2022 (USD MILLION) 178 FIGURE 57 FARM MANAGEMENT SOFTWARE MARKET FOR PRODUCTION PLANNING TO REGISTER HIGHEST CAGR IN ASIA PACIFIC DURING FORECAST PERIOD 178 TABLE 111 PRODUCTION PLANNING: FARM MANAGEMENT SOFTWARE MARKET, BY REGION, 2023–2028 (USD MILLION) 178 9.4 POST-PRODUCTION PLANNING 179 9.4.1 FARM MANAGEMENT SOFTWARE TO REDUCE MANUAL ERROR AND ASSIST IN STRATEGIC POST-PRODUCTION PLANNING 179 TABLE 112 POST-PRODUCTION PLANNING: FARM MANAGEMENT SOFTWARE MARKET, BY REGION, 2019–2022 (USD MILLION) 179 FIGURE 58 FARM MANAGEMENT SOFTWARE MARKET FOR POST-PRODUCTION PLANNING TO REGISTER HIGHEST CAGR IN ASIA PACIFIC 180 TABLE 113 POST-PRODUCTION PLANNING: FARM MANAGEMENT SOFTWARE MARKET, BY REGION, 2023–2028 (USD MILLION) 180 10 FARM MANAGEMENT SOFTWARE MARKET, BY REGION 181 10.1 INTRODUCTION 182 FIGURE 59 FARM MANAGEMENT SOFTWARE MARKET SEGMENTATION, BY REGION 182 FIGURE 60 AMERICAS AC COUNTED FOR LARGEST MARKET SHARE IN 2022 182 FIGURE 61 INDIA TO RECORD HIGHEST CAGR IN FARM MANAGEMENT SOFTWARE MARKET FROM 2023 TO 2028 183 TABLE 114 FARM MANAGEMENT SOFTWARE MARKET, BY REGION, 2019–2022 (USD MILLION) 183 TABLE 115 FARM MANAGEMENT SOFTWARE MARKET, BY REGION, 2023–2028 (USD MILLION) 183 10.2 AMERICAS 184 FIGURE 62 SEGMENTATION: AMERICAS, BY REGION 184 10.2.1 IMPACT OF RECESSION IN AMERICAS 184 FIGURE 63 AMERICAS: IMPACT OF RECESSION 185 TABLE 116 AMERICAS: FARM MANAGEMENT SOFTWARE MARKET, BY REGION, 2019–2022 (USD MILLION) 185 TABLE 117 AMERICAS: FARM MANAGEMENT SOFTWARE MARKET, BY REGION, 2023–2028 (USD MILLION) 185 TABLE 118 AMERICAS: FARM MANAGEMENT SOFTWARE MARKET, BY OFFERING, 2019–2022 (USD MILLION) 186 TABLE 119 AMERICAS: FARM MANAGEMENT SOFTWARE MARKET, BY OFFERING, 2023–2028 (USD MILLION) 186 TABLE 120 AMERICAS: FARM MANAGEMENT SOFTWARE MARKET, BY APPLICATION, 2019–2022 (USD MILLION) 186 TABLE 121 AMERICAS: FARM MANAGEMENT SOFTWARE MARKET, BY APPLICATION, 2023–2028 (USD MILLION) 187 TABLE 122 AMERICAS: PRECISION FARMING SOFTWARE MARKET, BY FARM SIZE, 2019–2022 (USD MILLION) 187 TABLE 123 AMERICAS: PRECISION FARMING SOFTWARE MARKET, BY FARM SIZE, 2023–2028 (USD MILLION) 187 TABLE 124 AMERICAS: PRECISION LIVESTOCK SOFTWARE MARKET, BY FARM SIZE, 2019–2022 (USD MILLION) 188 TABLE 125 AMERICAS: PRECISION LIVESTOCK SOFTWARE MARKET, BY FARM SIZE, 2023–2028 (USD MILLION) 188 10.2.2 NORTH AMERICA 188 FIGURE 64 SEGMENTATION: NORTH AMERICA, BY COUNTRY 189 FIGURE 65 SNAPSHOT: FARM MANAGEMENT SOFTWARE MARKET IN NORTH AMERICA, 2022 189 TABLE 126 NORTH AMERICA: FARM MANAGEMENT SOFTWARE MARKET, BY COUNTRY, 2019–2022 (USD MILLION) 190 TABLE 127 NORTH AMERICA: FARM MANAGEMENT SOFTWARE MARKET, BY COUNTRY, 2023–2028 (USD MILLION) 190 TABLE 128 NORTH AMERICA: FARM MANAGEMENT SOFTWARE MARKET, BY OFFERING, 2019–2022 (USD MILLION) 191 TABLE 129 NORTH AMERICA: FARM MANAGEMENT SOFTWARE MARKET, BY OFFERING, 2023–2028 (USD MILLION) 191 TABLE 130 NORTH AMERICA: FARM MANAGEMENT SOFTWARE MARKET, BY APPLICATION, 2019–2022 (USD MILLION) 191 TABLE 131 NORTH AMERICA: FARM MANAGEMENT SOFTWARE MARKET, BY APPLICATION, 2023–2028 (USD MILLION) 192 10.2.2.1 US 192 10.2.2.1.1 Higher adoption of advanced technologies and presence of prominent market players to foster market growth 192 10.2.2.2 Canada 193 10.2.2.2.1 Government support to remain instrumental in increased demand 193 10.2.2.3 Mexico 193 10.2.2.3.1 Investment by key players and research organizations to drive market 193 10.2.3 SOUTH AMERICA 194 FIGURE 66 SEGMENTATION: SOUTH AMERICA, BY COUNTRY 194 FIGURE 67 SNAPSHOT: FARM MANAGEMENT SOFTWARE MARKET IN SOUTH AMERICA, 2022 195 TABLE 132 SOUTH AMERICA: FARM MANAGEMENT SOFTWARE MARKET, BY COUNTRY, 2019–2022 (USD MILLION) 196 TABLE 133 SOUTH AMERICA: FARM MANAGEMENT SOFTWARE MARKET, BY COUNTRY, 2023–2028 (USD MILLION) 196 TABLE 134 SOUTH AMERICA: FARM MANAGEMENT SOFTWARE MARKET, BY OFFERING, 2019–2022 (USD MILLION) 197 TABLE 135 SOUTH AMERICA: FARM MANAGEMENT SOFTWARE MARKET, BY OFFERING, 2023–2028 (USD MILLION) 197 TABLE 136 SOUTH AMERICA: FARM MANAGEMENT SOFTWARE MARKET, BY APPLICATION, 2019–2022 (USD MILLION) 197 TABLE 137 SOUTH AMERICA: FARM MANAGEMENT SOFTWARE MARKET, BY APPLICATION, 2023–2028 (USD MILLION) 198 10.2.3.1 Brazil 198 10.2.3.1.1 Large number of average farms and investments from multiple stakeholders to drive market 198 10.2.3.2 Argentina 199 10.2.3.2.1 Established agricultural machinery industry to support market growth 199 10.2.3.3 Rest of South America 199 10.3 EUROPE 199 FIGURE 68 SEGMENTATION: EUROPE, BY COUNTRY 200 10.3.1 IMPACT OF RECESSION IN EUROPE 200 FIGURE 69 EUROPE: IMPACT OF RECESSION 200 FIGURE 70 SNAPSHOT: FARM MANAGEMENT SOFTWARE MARKET IN EUROPE, 2022 201 TABLE 138 EUROPE: FARM MANAGEMENT SOFTWARE MARKET, BY COUNTRY, 2019–2022 (USD MILLION) 202 TABLE 139 EUROPE: FARM MANAGEMENT SOFTWARE MARKET, BY COUNTRY, 2023–2028 (USD MILLION) 202 TABLE 140 EUROPE: FARM MANAGEMENT SOFTWARE MARKET, BY OFFERING, 2019–2022 (USD MILLION) 203 TABLE 141 EUROPE: FARM MANAGEMENT SOFTWARE MARKET, BY OFFERING, 2023–2028 (USD MILLION) 203 TABLE 142 EUROPE: FARM MANAGEMENT SOFTWARE MARKET, BY APPLICATION, 2019–2022 (USD MILLION) 203 TABLE 143 EUROPE: FARM MANAGEMENT SOFTWARE MARKET, BY APPLICATION, 2023–2028 (USD MILLION) 204 TABLE 144 EUROPE: PRECISION FARMING SOFTWARE MARKET, BY FARM SIZE, 2019–2022 (USD MILLION) 204 TABLE 145 EUROPE: PRECISION FARMING SOFTWARE MARKET, BY FARM SIZE, 2023–2028 (USD MILLION) 204 TABLE 146 EUROPE: PRECISION LIVESTOCK SOFTWARE MARKET, BY FARM SIZE, 2019–2022 (USD MILLION) 205 TABLE 147 EUROPE: PRECISION LIVESTOCK SOFTWARE MARKET, BY FARM SIZE, 2023–2028 (USD MILLION) 205 10.3.2 GERMANY 205 10.3.2.1 Increasing precision livestock-related activities to lead to market growth 205 10.3.3 FRANCE 206 10.3.3.1 Extensive progress in satellite imaging techniques to foster market growth 206 10.3.4 UK 207 10.3.4.1 Reduced technology costs, along with grants and incentives, to boost market growth 207 10.3.5 ITALY 207 10.3.5.1 Government support and incentive schemes to drive growth 207 10.3.6 NETHERLANDS 208 10.3.6.1 Large amount of agriculture product exports to drive demand 208 10.3.7 SPAIN 208 10.3.7.1 Increasing adoption of farm management software tools to improve crop yield 208 10.3.8 REST OF EUROPE 209
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