灌漑自動化市場:システム(自動、半自動)、コンポーネント(コントローラ、バルブ、スプリンクラー、センサー、その他コンポーネント)、灌漑タイプ(スプリンクラー、点滴、表面)、自動化タイプ、エンドユース、地域別 - 2027年までの世界市場予測Irrigation Automation Market by System (Automatic, Semi-automatic), Component (Controllers, Valves, Sprinklers, Sensors, Other components), Irrigation Type (Sprinkler, Drip, Surface), Automation Type, End-Use and Region - Global Forecast to 2027 灌漑自動化の世界市場は、2022年に42億米ドルと推定され、2027年にはCAGR 17.2%で成長し92億米ドルに達すると予測されています。この市場の成長を促進する主な機会には、灌漑自動化の採用を理想的なものにする大... もっと見る
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サマリー灌漑自動化の世界市場は、2022年に42億米ドルと推定され、2027年にはCAGR 17.2%で成長し92億米ドルに達すると予測されています。この市場の成長を促進する主な機会には、灌漑自動化の採用を理想的なものにする大規模な農場の存在が含まれます。灌漑自動化市場の世界では、予測期間中、自動灌漑システムが高いCAGRで成長している 自動灌漑自動化システムは、人間の介入を必要としないため、教育熱心な農家の間で広く採用されています。自動化システムには中央コントローラーがあり、生産者はいつ、どこで、どれだけの水を撒くかを調整することができます。ほとんどのコントローラーは、天候が暖かくなったり涼しくなったり、灌漑の必要性が変化しても簡単に調整できるように、パーセント調整コントロールを備えています。Rain Bird Corporation(米国)、The Toro Company(米国)、Hunter Industries(米国)、Lindsay Corporation(米国)などの企業は、現場に正しく設置されれば人の手を必要としない自動化ソリューションを提供しています。これらのソリューションには、コントローラー、センサー、バルブなどのハードウェア部品と、中央制御装置を含むソフトウェア部品があり、これらを統合して完全な自動灌漑システムを実現する。 予測期間中、灌漑自動化市場で最も成長しているのはセンサーコンポーネント分野である センサーは、土壌水分や土壌のpHなどをマッピングしてシステムの効率を高めるために灌漑自動化で使用されます。凍結センサー、土壌センサー、雨センサー、風センサーなどのセンサーが使用されます。農家は、灌漑自動化システムをセンサーベースのシステムにアップグレードし、労働コストを削減し、時間を節約しながら、作物の効率と生産性を向上させています。Rain Bird(米国)、The Toro Company(米国)、Hunter industries(米国)などの企業は、手動、半自動、全自動の灌漑システムで同等の効率を発揮する幅広いセンサーを提供しています。センサーは、完全自動の灌漑システムを使用する先進国で主に使用されています。しかし、予測期間中は、アジア太平洋地域などの発展途上地域で最も高い成長を遂げると予想されます。 リアルタイムフィードバックシステムセグメントは、自動化によって、予測期間中に灌漑自動化市場で最も成長するセグメントと予測されます。 ほとんどの自動灌漑システムは、雨、テンシオメーター、天候、温度などのセンサーを使用して運用されているため、リアルタイムフィードバックシステムに対する需要は調査期間中に増加しています。このデータはさらに、灌漑の意思決定プロセスにも利用されます。リアルタイムフィードバックシステムを使えば、農家はノートパソコンや携帯電話を通じて、自分の畑の灌漑の様々な段階に関するデータをリアルタイムで得ることができる。リアルタイムフィードバックシステムは、灌漑コスト、作物の損失、生産時間、農薬散布を削減し、収量と品質を向上させることで農家に利益をもたらしています。北米は、自動化技術の早期導入により、リアルタイム・フィードバック・システムの最大の消費国となっています。しかし、アジア太平洋地域は、リアルタイムフィードバックシステムの採用が最も急速に進んでいる地域です。 灌漑自動化市場の世界では、最終用途別の非農業部門が最も高い成長率を示しています。 非農業分野では、芝生と景観、ゴルフコース、住宅地が含まれます。非農業分野では、ドリップ灌漑に比べてより効果的で、より広い面積をカバーできるスプリンクラーが主に使用されています。住宅用では、より少ない労力で効果的に景観を維持し、水の浪費や水道料金を削減するために、技術志向の灌漑システムを採用することが多い。米国地質調査所のデータによると、米国で1日に使用される水量4080億ガロンのうち、ゴルフ場の灌漑は0.5%を占めています。土壌水分センサーとコントローラーは、スポーツターフの灌漑を最適化し、水のやり過ぎや肥料などの化学物質の地中への溶出を防ぐのに役立つ優れたツールです。 プライマリーの内訳 - 企業タイプ別ティア1-55%、ティア2-35%、ティア3-10 - 役職別Cレベル:40%、ディレクターレベル:30%、エグゼクティブ:30 - 地域別アジア太平洋地域35%、欧州30%、北米20%、南米10%、その他の地域(RoW)5 本レポートで紹介する主要企業 - Netafim (イスラエル) - Lindsay Corporation(米国) - ザ・トロ・カンパニー(米国) - Jain Irrigation Systems(インド) - バルモント・インダストリーズ(米国) - レインバード (米国) - ハンターインダストリーズ (アメリカ) - Irritec S.p.A(イタリア) - スペリオール (アメリカ) - ウェザーマティック (アメリカ) - ガルコン (イスラエル) - BACCARA (イスラエル) - ウォータービット社(米国) - ホルマン・インダストリーズ (オーストラリア) - モテック・ウォーター・ソリューションズ社(イスラエル(イスラエル) - ランチシステムズ (アメリカ) - イリゲーションオートメーションシステムズ (アメリカ) - シグネチャーコントロールズシステムズ (アメリカ) - ネルソン・イリゲーション(米国) - Calsense社(米国) - ハイドロポイント・データ・システムズ(米国) - ルビコンウォーター(オーストラリア) - グローリンク(米国) - アバニジャル・アグリ・オートメーション社(インド(インド) - Blurain(インド) 調査対象 この調査レポートは、灌漑自動化市場をシステム、コンポーネント、灌漑タプ、自動化タイプ、最終用途、地域に基づいて分類しています。本調査レポートでは、競合環境、最終用途分析、企業プロファイルなど様々なレベルの分析に焦点を当て、灌漑自動化市場の新興&高成長セグメント、高成長地域、国、政府の取り組み、市場の混乱、推進要因、阻害要因、機会、課題に関する基本見解をまとめて議論しています。 本レポートの購入理由 - 灌漑自動化市場の包括的な概要を把握するため。 - 業界トップ企業、製品ポートフォリオ、採用した主要戦略に関する幅広い情報を得ることができます。 - 灌漑自動化市場の主要国/地域に関する考察を得ることができます。 目次1 INTRODUCTION 411.1 OBJECTIVES OF THE STUDY 41 1.2 MARKET DEFINITION 41 1.3 STUDY SCOPE 42 FIGURE 1 MARKET SEGMENTATION 42 TABLE 1 INCLUSION AND EXCLUSION 42 1.4 REGIONS COVERED 43 1.5 PERIODIZATION CONSIDERED 44 1.6 CURRENCY CONSIDERED 44 TABLE 2 USD EXCHANGE RATES CONSIDERED, 2015–2021 45 1.7 UNITS CONSIDERED 45 1.8 STAKEHOLDERS 45 1.9 SUMMARY OF CHANGES 46 2 RESEARCH METHODOLOGY 47 2.1 RESEARCH DATA 47 FIGURE 2 IRRIGATION AUTOMATION MARKET: RESEARCH DESIGN 47 2.1.1 SECONDARY DATA 48 2.1.1.1 Key data from secondary sources 48 2.1.2 PRIMARY DATA 48 2.1.2.1 Primary interviews with experts 48 2.1.2.2 List of Key Primary Interview Participants 49 2.1.2.3 Breakdown of primary interviews 49 FIGURE 3 BREAKDOWN OF PRIMARY INTERVIEWS BY COMPANY TYPE, DESIGNATION, AND REGION 49 2.1.2.4 Primary sources 50 2.2 MARKET SIZE ESTIMATION 50 FIGURE 4 IRRIGATION AUTOMATION MARKET SIZE ESTIMATION (SUPPLY-SIDE) 51 FIGURE 5 DEMAND-SIDE ASPECTS OF MARKET SIZING 51 2.2.1 MARKET SIZE ESTIMATION: BOTTOM-UP APPROACH 52 FIGURE 6 IRRIGATION AUTOMATION MARKET SIZE ESTIMATION: BOTTOM-UP APPROACH 52 2.2.2 MARKET SIZE ESTIMATION METHODOLOGY: TOP-DOWN APPROACH 53 FIGURE 7 IRRIGATION AUTOMATION MARKET SIZE ESTIMATION: TOP-DOWN APPROACH 53 2.3 DATA TRIANGULATION 54 FIGURE 8 DATA TRIANGULATION 54 2.4 ASSUMPTIONS FOR THE STUDY 55 2.5 RESEARCH LIMITATIONS & ASSOCIATED RISKS 56 3 EXECUTIVE SUMMARY 57 TABLE 3 IRRIGATION AUTOMATION MARKET SNAPSHOT, 2022 VS. 2027 57 FIGURE 9 IRRIGATION AUTOMATION MARKET SIZE, BY SYSTEM, 2022 VS. 2027 (USD MILLION) 58 FIGURE 10 IRRIGATION AUTOMATION MARKET SIZE, BY IRRIGATION TYPE, 2022 VS. 2027 (USD MILLION) 58 FIGURE 11 IRRIGATION AUTOMATION MARKET SIZE, BY COMPONENT, 2022 VS. 2027 (USD MILLION) 59 FIGURE 12 IRRIGATION AUTOMATION MARKET SIZE, BY END USE, 2022 VS. 2027 (USD MILLION) 59 FIGURE 13 IRRIGATION AUTOMATION MARKET SHARE, BY REGION, 2021 60 4 PREMIUM INSIGHTS 61 4.1 ATTRACTIVE OPPORTUNITIES IN THE IRRIGATION AUTOMATION MARKET 61 FIGURE 14 INCREASING NEED FOR WATER CONSERVATION TO PROPEL THE GROWTH OF THE IRRIGATION AUTOMATION MARKET 61 4.2 IRRIGATION AUTOMATION MARKET: GROWTH RATE OF MAJOR REGIONAL SUBMARKETS 62 FIGURE 15 INDIA TO BE THE FASTEST-GROWING MARKET FOR IRRIGATION AUTOMATION DURING THE FORECAST PERIOD 62 4.3 ASIA PACIFIC: IRRIGATION AUTOMATION MARKET, BY KEY TYPE & COUNTRY 62 FIGURE 16 CHINA ACCOUNTED FOR THE LARGEST SHARE IN THE ASIA PACIFIC MARKET IN 2022 62 4.4 IRRIGATION AUTOMATION MARKET, BY IRRIGATION TYPE 63 FIGURE 17 DRIP IRRIGATION SEGMENT TO DOMINATE THE IRRIGATION AUTOMATION MARKET IN 2022 63 4.5 IRRIGATION AUTOMATION MARKET, BY AUTOMATION TYPE 63 FIGURE 18 REAL-TIME FEEDBACK SYSTEM SEGMENT TO DOMINATE THE IRRIGATION AUTOMATION MARKET IN 2022 63 4.6 IRRIGATION AUTOMATION MARKET, BY COMPONENT 64 FIGURE 19 CONTROLLERS SEGMENT TO DOMINATE THE IRRIGATION AUTOMATION MARKET DURING THE FORECAST PERIOD 64 4.7 IRRIGATION AUTOMATION MARKET, BY REGION 64 FIGURE 20 ASIA PACIFIC TO DOMINATE THE OF IRRIGATION AUTOMATION DURING THE FORECAST PERIOD 64 5 MARKET OVERVIEW 65 5.1 INTRODUCTION 65 5.2 MACROECONOMIC INDICATORS 65 5.2.1 INCREASE IN AREA UNDER IRRIGATION 65 5.2.1.1 Growth in the population size to drive the demand for food 65 FIGURE 21 WORLD POPULATION GROWTH SCENARIO, 1700–2050 (MILLION) 66 5.3 MARKET DYNAMICS 66 FIGURE 22 GOVERNMENT SUPPORT TOWARD THE IMPROVEMENT OF IRRIGATION EFFICIENCY TO DRIVE THE GROWTH OF THE MARKET 66 5.3.1 DRIVERS 67 5.3.1.1 Increased mechanization and adoption of smart agricultural technologies 67 FIGURE 23 LEVEL OF MECHANIZATION OF AGRICULTURE IN CERTAIN COUNTRIES 67 5.3.1.2 Government initiatives to promote water conservation 67 5.3.1.3 Awareness among farmers about the benefits of automated irrigation technologies 68 5.3.2 RESTRAINTS 68 5.3.2.1 High costs associated with the installation and lack of technical knowledge 68 5.3.2.2 Data management and data aggregation in irrigation automation systems 69 5.3.3 OPPORTUNITIES 69 5.3.3.1 Government subsidies on automated farming technology 69 5.3.3.2 Presence of large farms across the globe 69 FIGURE 24 IRRIGATED AREA AND TOTAL CULTIVATED LAND, BY COUNTRY, 2021 (MHA) 70 5.3.4 CHALLENGES 70 5.3.4.1 Lack of good infrastructure for the efficient functioning of irrigation automation systems 70 5.3.4.2 Implementation of automated irrigation in fragmented land holdings 70 5.4 IMPACT OF COVID-19 ON MARKET DYNAMICS 71 5.5 TRENDS/DISRUPTIONS IMPACTING THE CUSTOMER’S BUSINESS 71 5.6 PRICING ANALYSIS 72 TABLE 4 IRRIGATION CONTROLLERS SELLING PRICE, BY KEY COMPANY, 2021 (USD) 72 TABLE 5 IRRIGATION WATER FLOW METERS SELLING PRICE, BY KEY COMPANY, 2021 (USD) 72 5.7 VALUE CHAIN ANALYSIS 73 FIGURE 25 VALUE CHAIN ANALYSIS 73 5.8 MARKET ECOSYSTEM 73 5.9 TECHNOLOGY ANALYSIS 74 5.9.1 INTEGRATION OF IOT WITH AUTOMATION IN IRRIGATION 74 5.9.2 INTEGRATION OF ARTIFICIAL INTELLIGENCE WITH IRRIGATION SYSTEMS 74 5.9.3 REMOTE SENSING AND IRRIGATION INTELLIGENCE 75 5.9.3.1 Remote sensing for soil moisture estimation 75 5.9.4 TEMPUS DC SERIES CONTROLLERS 75 5.9.5 CLOUD-BASED PLATFORM FOR IRRIGATION AUTOMATION 76 5.10 PATENT ANALYSIS 76 5.10.1 INTRODUCTION 76 FIGURE 26 NUMBER OF PATENTS APPROVED FOR IRRIGATION AUTOMATION, 2016–2020 76 TABLE 6 MAJOR PATENTS RELATED TO IRRIGATION AUTOMATION, 2018–2022 77 5.11 TRADE ANALYSIS 78 5.11.1 IMPORT SCENARIO 78 5.11.1.1 Import scenario 78 TABLE 7 IMPORT DATA, BY COUNTRY, 2017–2020 (USD MILLION) 79 5.11.2 EXPORT SCENARIO 79 5.11.2.1 Export scenario 79 TABLE 8 EXPORT DATA, BY COUNTRY, 2016–2020 (USD MILLION) 80 5.12 KEY CONFERENCES & EVENTS 80 TABLE 9 IRRIGATION AUTOMATION MARKET: DETAILED LIST OF CONFERENCES & EVENTS, 2022–2023 80 5.13 TARIFF AND REGULATORY LANDSCAPE 81 5.13.1 TARIFF 81 TABLE 10 US: MFN TARIFFS FOR IRRIGATION AUTOMATION PRODUCTS EXPORTED, 2021 81 TABLE 11 CHINA: MFN TARIFFS FOR IRRIGATION AUTOMATION PRODUCTS EXPORTED, 2021 82 5.13.1.1 Positive impact of tariffs on irrigation automation 82 5.13.1.2 Negative impact of tariffs on irrigation automation 82 5.14 REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 82 5.14.1 US 82 5.14.1.1 United States Department of Agriculture (USDA) 83 5.14.2 EUROPE 83 5.14.2.1 Regulation 167/2013 on wheeled agricultural or forestry tractors 83 5.14.3 ASIA PACIFIC 84 5.15 PORTER’S FIVE FORCES ANALYSIS 84 TABLE 12 IMPACT OF PORTER’S FIVE FORCES ON THE IRRIGATION AUTOMATION MARKET 84 FIGURE 27 IRRIGATION AUTOMATION MARKET: PORTER’S FIVE FORCES ANALYSIS 85 5.15.1 THREAT OF COMPETITIVE RIVALRY 85 5.15.2 BARGAINING POWER OF SUPPLIERS 85 5.15.3 BARGAINING POWER OF BUYERS 86 5.15.4 THREAT OF SUBSTITUTES 86 5.15.5 THREAT OF NEW ENTRANTS 86 5.16 CASE STUDIES 86 5.16.1 HYDROPOINT’S WEATHERTRAK HELPS LEED PLATINUM RESEARCH CAMPUS ACHIEVE SUSTAINABILITY GOALS 86 5.16.2 DROUGHT MANAGEMENT IN CALIFORNIA’S OJAI VALLEY WITH IOT BASED SOLUTIONS 87 5.17 KEY STAKEHOLDERS & BUYING CRITERIA 87 5.17.1 KEY STAKEHOLDERS IN BUYING PROCESS 87 FIGURE 28 INFLUENCE OF STAKEHOLDERS IN BUYING IRRIGATION AUTOMATION PRODUCTS 87 TABLE 13 INFLUENCE OF STAKEHOLDERS IN BUYING PROCESS FOR IRRIGATION AUTOMATION PRODUCTS 88 5.17.2 BUYING CRITERIA 88 FIGURE 29 KEY BUYING CRITERIA FOR IRRIGATION AUTOMATION PRODUCTS 88 TABLE 14 KEY BUYING CRITERIA FOR IRRIGATION AUTOMATION PRODUCTS 88 6 IRRIGATION AUTOMATION MARKET, BY SYSTEM 89 6.1 INTRODUCTION 90 FIGURE 30 IRRIGATION AUTOMATION MARKET SIZE, BY SYSTEM, 2022 VS. 2027 (USD MILLION) 90 TABLE 15 IRRIGATION AUTOMATION MARKET SIZE, BY SYSTEM, 2019–2021 (USD MILLION) 90 TABLE 16 IRRIGATION AUTOMATION MARKET SIZE, BY SYSTEM, 2022–2027 (USD MILLION) 91 6.2 AUTOMATIC 91 6.2.1 FULLY AUTOMATIC SYSTEMS PROVIDE GROWERS THE FLEXIBILITY TO ADJUST THE CONTROLS PERIODICALLY 91 TABLE 17 AUTOMATIC: IRRIGATION AUTOMATION MARKET SIZE, BY REGION, 2019–2021 (USD MILLION) 92 TABLE 18 AUTOMATIC: IRRIGATION AUTOMATION MARKET SIZE, BY REGION, 2022–2027 (USD MILLION) 92 6.3 SEMI-AUTOMATIC 93 6.3.1 SEMI-AUTOMATIC IRRIGATION SYSTEMS ARE MORE PREFERRED DUE TO THEIR COST-EFFECTIVENESS AND THE ABILITY TO RESET AFTER EVERY IRRIGATION CYCLE 93 TABLE 19 SEMI-AUTOMATIC: IRRIGATION AUTOMATION MARKET SIZE, BY REGION, 2019–2021 (USD MILLION) 93 TABLE 20 SEMI-AUTOMATIC: IRRIGATION AUTOMATION MARKET SIZE, BY REGION, 2022–2027 (USD MILLION) 94 7 IRRIGATION AUTOMATION MARKET, BY COMPONENT 95 7.1 INTRODUCTION 96 FIGURE 31 IRRIGATION AUTOMATION MARKET SIZE, BY COMPONENT, 2022 VS. 2027 (USD MILLION) 96 FIGURE 32 STRUCTURE OF IRRIGATION AUTOMATION PROCESS WITH BASIC COMPONENTS 96 TABLE 21 IRRIGATION AUTOMATION MARKET SIZE, BY COMPONENT, 2019–2021 (USD MILLION) 97 TABLE 22 IRRIGATION AUTOMATION MARKET SIZE, BY COMPONENT, 2022–2027 (USD MILLION) 97 7.2 CONTROLLERS 97 7.2.1 CONTROLLERS PERFORM THE TRIPLE ACTION OF MONITORING, CONTROLLING, AND ANALYZING WATER LEVELS, AIDING THEIR GROWTH AMONG FARMERS 97 TABLE 23 CONTROLLERS: IRRIGATION AUTOMATION MARKET SIZE, BY REGION, 2019–2021 (USD MILLION) 98 TABLE 24 CONTROLLERS: IRRIGATION AUTOMATION MARKET SIZE, BY REGION, 2022–2027 (USD MILLION) 98 7.3 VALVES 99 7.3.1 VALVES ARE EFFECTIVE IN THE MODULATION OF FLOW RATE AS WELL AS PREVENTION OF BACKFLOW ALONG WITH ON-OFF CONTROL 99 TABLE 25 VALVES: IRRIGATION AUTOMATION MARKET SIZE, BY REGION, 2019–2021 (USD MILLION) 99 TABLE 26 VALVES: IRRIGATION AUTOMATION MARKET SIZE, BY REGION, 2022–2027 (USD MILLION) 99 7.4 SENSORS 100 7.4.1 WASTAGE OF WATER DUE TO UNNECESSARY IRRIGATION DURING WINDY AND RAINY WEATHER CAN BE CONTROLLED USING SENSORS 100 7.4.2 WEATHER-BASED SENSORS 100 7.4.3 SOIL-BASED SENSORS 100 7.4.4 FERTIGATION SENSORS 100 TABLE 27 SENSORS: IRRIGATION AUTOMATION MARKET SIZE, BY REGION, 2019–2021 (USD MILLION) 101 TABLE 28 SENSORS: IRRIGATION AUTOMATION MARKET SIZE, BY REGION, 2022–2027 (USD MILLION) 101 7.5 SPRINKLERS 101 7.5.1 SHIFT TOWARD EFFICIENT WATERING BY LANDSCAPE AND GOLF COURSE OWNERS IS INCREASING THE DEMAND FOR AUTOMATED SPRINKLER SYSTEMS 101 TABLE 29 SPRINKLERS: IRRIGATION AUTOMATION MARKET SIZE, BY REGION, 2019–2021 (USD MILLION) 102 TABLE 30 SPRINKLERS: IRRIGATION AUTOMATION MARKET SIZE, BY REGION, 2022–2027 (USD MILLION) 102 7.6 OTHER COMPONENTS 103 7.6.1 COMPONENTS SUCH AS FLOW METERS AND PRESSURE GAUGES ASSIST THE IRRIGATION AUTOMATION PROCESS BY DETERMINING THE PRESSURE AND WATER FLOW 103 TABLE 31 OTHER COMPONENTS: IRRIGATION AUTOMATION MARKET SIZE, BY REGION, 2019–2021 (USD MILLION) 103 TABLE 32 OTHER COMPONENTS: IRRIGATION AUTOMATION MARKET SIZE, BY REGION, 2022–2027 (USD MILLION) 104 8 IRRIGATION AUTOMATION MARKET, BY AUTOMATION TYPE 105 8.1 INTRODUCTION 106 FIGURE 33 IRRIGATION AUTOMATION MARKET SIZE, BY AUTOMATION TYPE, 2022 VS. 2027 (USD MILLION) 106 TABLE 33 IRRIGATION AUTOMATION MARKET SIZE, BY AUTOMATION TYPE, 2019–2021 (USD MILLION) 106 TABLE 34 IRRIGATION AUTOMATION MARKET SIZE, BY AUTOMATION TYPE, 2022–2027 (USD MILLION) 107 8.2 TIME-BASED SYSTEM 107 8.2.1 TIME-BASED SYSTEMS OPTIMIZE THE IRRIGATION SCHEDULE AIDING IN BETTER YIELD 107 TABLE 35 TIME-BASED SYSTEM: IRRIGATION AUTOMATION MARKET SIZE, BY REGION, 2019–2021 (USD MILLION) 108 TABLE 36 TIME-BASED SYSTEM: IRRIGATION AUTOMATION MARKET SIZE, BY REGION, 2022–2027 (USD MILLION) 108 8.3 VOLUME-BASED SYSTEM 108 8.3.1 VOLUME-BASED SYSTEMS ARE VERSATILE AS THEY CAN FUNCTION WITHOUT A POWER SOURCE 108 TABLE 37 VOLUME-BASED SYSTEM: IRRIGATION AUTOMATION MARKET SIZE, BY REGION, 2019–2021 (USD MILLION) 109 TABLE 38 VOLUME-BASED SYSTEM: IRRIGATION AUTOMATION MARKET SIZE, BY REGION, 2022–2027 (USD MILLION) 109 8.4 REAL-TIME FEEDBACK SYSTEM 110 8.4.1 GROWING AWARENESS AMONG FARMERS ABOUT THE AVAILABILITY OF REAL-TIME DATA ON THE IRRIGATION PROCESS LED TO AN INCREASED DEMAND FOR THIS SYSTEM 110 TABLE 39 REAL-TIME FEEDBACK SYSTEM: IRRIGATION AUTOMATION MARKET SIZE, BY REGION, 2019–2021 (USD MILLION) 110 TABLE 40 REAL-TIME FEEDBACK SYSTEM: IRRIGATION AUTOMATION MARKET SIZE, BY REGION, 2022–2027 (USD MILLION) 110 8.5 COMPUTER-BASED IRRIGATION CONTROL SYSTEM 111 8.5.1 R&D EFFORTS TO LAUNCH AFFORDABLE COMPUTER-BASED IRRIGATION CONTROL SYSTEMS TO IMPROVE FARM PRODUCTIVITY IN DEVELOPING REGIONS 111 TABLE 41 COMPUTER-BASED IRRIGATION CONTROL SYSTEM: IRRIGATION AUTOMATION MARKET SIZE, BY REGION, 2019–2021 (USD MILLION) 111 TABLE 42 COMPUTER-BASED IRRIGATION CONTROL SYSTEM: IRRIGATION AUTOMATION MARKET SIZE, BY REGION, 2022–2027 (USD MILLION) 112 9 IRRIGATION AUTOMATION MARKET, BY IRRIGATION TYPE 113 9.1 INTRODUCTION 114 FIGURE 34 IRRIGATION AUTOMATION MARKET SIZE, BY IRRIGATION TYPE, 2022 VS. 2027 (USD MILLION) 114 TABLE 43 IRRIGATION AUTOMATION MARKET SIZE, BY IRRIGATION TYPE, 2019–2021 (USD MILLION) 114 TABLE 44 IRRIGATION AUTOMATION MARKET SIZE, BY IRRIGATION TYPE, 2022–2027 (USD MILLION) 115 TABLE 45 IRRIGATION AUTOMATION MARKET SIZE, BY IRRIGATION TYPE, 2019–2021 (MILLION HA) 115 TABLE 46 IRRIGATION AUTOMATION MARKET SIZE, BY IRRIGATION TYPE, 2022–2027 (MILLION HA) 115 9.2 DRIP IRRIGATION 116 9.2.1 AUTOMATION SYSTEMS INCREASE THE EFFICIENCY OF THE DRIP IRRIGATION PROCESS BY ALLOWING IRRIGATION BASED ON REAL-TIME DATA 116 TABLE 47 DRIP IRRIGATION: IRRIGATION AUTOMATION MARKET SIZE, BY REGION, 2019–2021 (USD MILLION) 116 TABLE 48 DRIP IRRIGATION: IRRIGATION AUTOMATION MARKET SIZE, BY REGION, 2022–2027 (USD MILLION) 117 TABLE 49 DRIP IRRIGATION AUTOMATION MARKET, BY REGION, 2019–2021 (MILLION HA) 117 TABLE 50 DRIP IRRIGATION AUTOMATION MARKET, BY REGION, 2022–2027 (MILLION HA) 117 9.3 SPRINKLER IRRIGATION 118 9.3.1 HIGH USAGE OF SPRINKLER SYSTEMS IN PROFESSIONAL LAWNS AND GOLF COURSES INCREASES THE DEMAND FOR THE AUTOMATION PROCESS 118 TABLE 51 SPRINKLER IRRIGATION: IRRIGATION AUTOMATION MARKET SIZE, BY REGION, 2019–2021 (USD MILLION) 119 TABLE 52 SPRINKLER IRRIGATION: IRRIGATION AUTOMATION MARKET SIZE, BY REGION, 2022–2027 (USD MILLION) 119 TABLE 53 SPRINKLER IRRIGATION: IRRIGATION AUTOMATION MARKET SIZE, BY REGION, 2019–2021 (MILLION HA) 119 TABLE 54 SPRINKLER IRRIGATION: IRRIGATION AUTOMATION MARKET SIZE, BY REGION, 2022–2027 (MILLION HA) 120 9.4 SURFACE IRRIGATION 120 9.4.1 HIGH LABOR REQUIREMENTS AND LOW WATER USE EFFICIENCY INCREASE THE DEMAND FOR AUTOMATION IN SURFACE IRRIGATION SYSTEMS 120 TABLE 55 SURFACE IRRIGATION: IRRIGATION AUTOMATION MARKET SIZE, BY REGION, 2019–2021 (USD MILLION) 121 TABLE 56 SURFACE IRRIGATION: IRRIGATION AUTOMATION MARKET SIZE, BY REGION, 2022–2027 (USD MILLION) 121 TABLE 57 SURFACE IRRIGATION: IRRIGATION AUTOMATION MARKET SIZE, BY REGION, 2019–2021 (MILLION HA) 122 TABLE 58 SURFACE IRRIGATION: IRRIGATION AUTOMATION MARKET SIZE, BY REGION, 2022–2027 (MILLION HA) 122 10 IRRIGATION AUTOMATION MARKET, BY END USE 123 10.1 INTRODUCTION 124 FIGURE 35 IRRIGATION AUTOMATION MARKET SIZE, BY END USE, 2022 VS. 2027 (USD MILLION) 124 TABLE 59 IRRIGATION AUTOMATION MARKET SIZE, BY END USE, 2019–2021 (USD MILLION) 124 TABLE 60 IRRIGATION AUTOMATION MARKET SIZE, BY END USE, 2022–2027 (USD MILLION) 124 10.2 AGRICULTURAL 125 10.2.1 REAL-TIME MONITORING OF SOIL CONDITIONS AND LESS HUMAN INTERVENTION RESULT IN AN INCREASED DEMAND FOR IRRIGATION AUTOMATION 125 10.2.2 GREENHOUSES 125 10.2.3 OPEN FIELDS 126 TABLE 61 IRRIGATION AUTOMATION MARKET SIZE IN AGRICULTURAL END USES, BY REGION, 2019–2021 (USD MILLION) 126 TABLE 62 IRRIGATION AUTOMATION MARKET SIZE IN AGRICULTURAL END USES, BY REGION, 2022–2027 (USD MILLION) 126 10.3 NON-AGRICULTURAL 127 10.3.1 STRINGENT RULES ABOUT EFFICIENT WATER USAGE IN LANDSCAPES AND LAWS ARE MAKING GROWERS SHIFT TOWARD AUTOMATED IRRIGATION METHODS 127 10.3.2 RESIDENTIAL 127 10.3.3 TURF & LANDSCAPES 128 10.3.4 GOLF COURSES 128 TABLE 63 IRRIGATION AUTOMATION MARKET SIZE IN NON-AGRICULTURAL END USES, BY REGION, 2019–2021 (USD MILLION) 128 TABLE 64 IRRIGATION AUTOMATION MARKET SIZE IN NON-AGRICULTURAL END USES, BY REGION, 2022–2027 (USD MILLION) 129 11 IRRIGATION AUTOMATION MARKET, BY REGION 130 11.1 INTRODUCTION 131 TABLE 65 IRRIGATION AUTOMATION MARKET SIZE, BY REGION, 2019–2021 (MILLION HA) 131 TABLE 66 IRRIGATION AUTOMATION MARKET SIZE, BY REGION, 2022–2027 (MILLION HA) 131 TABLE 67 IRRIGATION AUTOMATION MARKET SIZE, BY REGION, 2019–2021 (USD MILLION) 132 TABLE 68 IRRIGATION AUTOMATION MARKET SIZE, BY REGION, 2022–2027 (USD MILLION) 132 11.2 NORTH AMERICA 132 FIGURE 36 NORTH AMERICA: MARKET SNAPSHOT 133 TABLE 69 NORTH AMERICA: IRRIGATION AUTOMATION MARKET SIZE, BY COUNTRY, 2019–2021 (MILLION HA) 133 TABLE 70 NORTH AMERICA: IRRIGATION AUTOMATION MARKET SIZE, BY COUNTRY, 2022–2027 (MILLION HA) 134 TABLE 71 NORTH AMERICA: IRRIGATION AUTOMATION MARKET SIZE, BY COUNTRY, 2019–2021 (USD MILLION) 134 TABLE 72 NORTH AMERICA: IRRIGATION AUTOMATION MARKET SIZE, BY COUNTRY, 2022–2027 (USD MILLION) 134 TABLE 73 NORTH AMERICA: IRRIGATION AUTOMATION MARKET SIZE, BY IRRIGATION TYPE, 2019–2021 (MILLION HA) 135 TABLE 74 NORTH AMERICA: IRRIGATION AUTOMATION MARKET SIZE, BY IRRIGATION TYPE, 2022–2027 (MILLION HA) 135 TABLE 75 NORTH AMERICA: IRRIGATION AUTOMATION MARKET SIZE, BY IRRIGATION TYPE, 2019–2021 (USD MILLION) 135 TABLE 76 NORTH AMERICA: IRRIGATION AUTOMATION MARKET SIZE, BY IRRIGATION TYPE, 2022–2027 (USD MILLION) 135 TABLE 77 NORTH AMERICA: IRRIGATION AUTOMATION MARKET SIZE, BY SYSTEM, 2019–2021 (USD MILLION) 136 TABLE 78 NORTH AMERICA: IRRIGATION AUTOMATION MARKET SIZE, BY SYSTEM, 2022–2027 (USD MILLION) 136 TABLE 79 NORTH AMERICA: IRRIGATION AUTOMATION MARKET SIZE, BY COMPONENT, 2019–2021 (USD MILLION) 136 TABLE 80 NORTH AMERICA: IRRIGATION AUTOMATION MARKET SIZE, BY COMPONENT, 2022–2027 (USD MILLION) 137 TABLE 81 NORTH AMERICA: IRRIGATION AUTOMATION MARKET SIZE, BY AUTOMATION TYPE, 2019–2021 (USD MILLION) 137 TABLE 82 NORTH AMERICA: IRRIGATION AUTOMATION MARKET SIZE, BY AUTOMATION TYPE, 2022–2027 (USD MILLION) 137 TABLE 83 NORTH AMERICA: IRRIGATION AUTOMATION MARKET SIZE, BY END USE, 2019–2021 (USD MILLION) 138 TABLE 84 NORTH AMERICA: IRRIGATION AUTOMATION MARKET SIZE, BY END USE, 2022–2027 (USD MILLION) 138 11.2.1 UNITED STATES 138 11.2.1.1 Pressure on the agricultural industry by government regulations to decrease the water footprint in irrigation driving the market 138 FIGURE 37 US HARVESTED ACRES IRRIGATED FOR SELECTED MAJOR IRRIGATED CROPS, 2017 139 TABLE 85 UNITED STATES: IRRIGATION AUTOMATION MARKET SIZE, BY IRRIGATION TYPE, 2019–2021 (MILLION HA) 139 TABLE 86 UNITED STATES: IRRIGATION AUTOMATION MARKET SIZE, BY IRRIGATION TYPE, 2022–2027 (MILLION HA) 139 TABLE 87 UNITED STATES: IRRIGATION AUTOMATION MARKET SIZE, BY IRRIGATION TYPE, 2019–2021 (USD MILLION) 140 TABLE 88 UNITED STATES: IRRIGATION AUTOMATION MARKET SIZE, BY IRRIGATION TYPE, 2022–2027 (USD MILLION) 140 11.2.2 CANADA 140 11.2.2.1 Decrease in annual precipitation increased the water scarcity in the region that led growers to adopt more efficient irrigation ways 140 FIGURE 38 CANADA: IRRIGATION WATER USED FOR DIFFERENT CROPS, 2020 141 TABLE 89 CANADA: IRRIGATION AUTOMATION MARKET SIZE, BY IRRIGATION TYPE, 2019–2021 (MILLION HA) 141 TABLE 90 CANADA: IRRIGATION AUTOMATION MARKET SIZE, BY IRRIGATION TYPE, 2022–2027 (MILLION HA) 141 TABLE 91 CANADA: IRRIGATION AUTOMATION MARKET SIZE, BY IRRIGATION TYPE, 2019–2021 (USD MILLION) 142 TABLE 92 CANADA: IRRIGATION AUTOMATION MARKET SIZE, BY IRRIGATION TYPE, 2022–2027 (USD MILLION) 142 11.2.3 MEXICO 142 11.2.3.1 Mexico witnessed an increase in surface irrigation automation systems 142 TABLE 93 MEXICO: IRRIGATION AUTOMATION MARKET SIZE, BY IRRIGATION TYPE, 2019–2021 (MILLION HA) 143 TABLE 94 MEXICO: IRRIGATION AUTOMATION MARKET SIZE, BY IRRIGATION TYPE, 2022–2027 (MILLION HA) 143 TABLE 95 MEXICO: IRRIGATION AUTOMATION MARKET SIZE, BY IRRIGATION TYPE, 2019–2021 (USD MILLION) 143 TABLE 96 MEXICO: IRRIGATION AUTOMATION MARKET SIZE, BY IRRIGATION TYPE, 2022–2027 (USD MILLION) 143 11.3 EUROPE 144 FIGURE 39 EUROPE: IRRIGABLE AND IRRIGATED AREAS FOR DIFFERENT COUNTRIES, 2016 (THOUSAND HA) 144 TABLE 97 EUROPE: IRRIGATION AUTOMATION MARKET SIZE, BY COUNTRY, 2019–2021 (MILLION HA) 145 TABLE 98 EUROPE: IRRIGATION AUTOMATION MARKET SIZE, BY COUNTRY, 2022–2027 (MILLION HA) 145 TABLE 99 EUROPE: IRRIGATION AUTOMATION MARKET SIZE, BY COUNTRY, 2019–2021 (USD MILLION) 146 TABLE 100 EUROPE: IRRIGATION AUTOMATION MARKET SIZE, BY COUNTRY, 2022–2027 (USD MILLION) 146 TABLE 101 EUROPE: IRRIGATION AUTOMATION MARKET SIZE, BY IRRIGATION TYPE, 2019–2021 (MILLION HA) 147 TABLE 102 EUROPE: IRRIGATION AUTOMATION MARKET SIZE, BY IRRIGATION TYPE, 2022–2027 (MILLION HA) 147 TABLE 103 EUROPE: IRRIGATION AUTOMATION MARKET SIZE, BY IRRIGATION TYPE, 2019–2021 (USD MILLION) 147 TABLE 104 EUROPE: IRRIGATION AUTOMATION MARKET SIZE, BY IRRIGATION TYPE, 2022–2027 (USD MILLION) 147 TABLE 105 EUROPE: IRRIGATION AUTOMATION MARKET SIZE, BY SYSTEM, 2019–2021 (USD MILLION) 148 TABLE 106 EUROPE: IRRIGATION AUTOMATION MARKET SIZE, BY SYSTEM, 2022–2027 (USD MILLION) 148 TABLE 107 EUROPE: IRRIGATION AUTOMATION MARKET SIZE, BY COMPONENT, 2019–2021 (USD MILLION) 148 TABLE 108 EUROPE: IRRIGATION AUTOMATION MARKET SIZE, BY COMPONENT, 2022–2027 (USD MILLION) 149 TABLE 109 EUROPE: IRRIGATION AUTOMATION MARKET SIZE, BY AUTOMATION TYPE, 2019–2021 (USD MILLION) 149 TABLE 110 EUROPE: IRRIGATION AUTOMATION MARKET SIZE, BY AUTOMATION TYPE, 2022–2027 (USD MILLION) 149 TABLE 111 EUROPE: IRRIGATION AUTOMATION MARKET SIZE, BY END USE, 2019–2021 (USD MILLION) 150 TABLE 112 EUROPE: IRRIGATION AUTOMATION MARKET SIZE, BY END USE, 2022–2027 (USD MILLION) 150 11.3.1 SPAIN 150 11.3.1.1 Regulations for water used in agriculture imposed by the Spanish government drive the market for irrigation automation 150 TABLE 113 SPAIN: IRRIGATION AUTOMATION MARKET SIZE, BY IRRIGATION TYPE, 2019–2021 (MILLION HA) 151 TABLE 114 SPAIN: IRRIGATION AUTOMATION MARKET SIZE, BY IRRIGATION TYPE, 2022–2027 (MILLION HA) 151 TABLE 115 SPAIN: IRRIGATION AUTOMATION MARKET SIZE, BY IRRIGATION TYPE, 2019–2021 (USD MILLION) 151 TABLE 116 SPAIN: IRRIGATION AUTOMATION MARKET SIZE, BY IRRIGATION TYPE, 2022–2027 (USD MILLION) 151 11.3.2 FRANCE 152 11.3.2.1 Golf courses and lawns demand more automation systems that allow growers to adjust and control irrigation remotely 152 TABLE 117 FRANCE: IRRIGATION AUTOMATION MARKET SIZE, BY IRRIGATION TYPE, 2019–2021 (MILLION HA) 152 TABLE 118 FRANCE: IRRIGATION AUTOMATION MARKET SIZE, BY IRRIGATION TYPE, 2022–2027 (MILLION HA) 152 TABLE 119 FRANCE: IRRIGATION AUTOMATION MARKET SIZE, BY IRRIGATION TYPE, 2019–2021 (USD MILLION) 153 TABLE 120 FRANCE: IRRIGATION AUTOMATION MARKET SIZE, BY IRRIGATION TYPE, 2022–2027 (USD MILLION) 153 11.3.3 GERMANY 153 11.3.3.1 Decreasing annual precipitation rates, as well as groundwater levels, drive the market for the irrigation automation process in Germany 153 FIGURE 40 IRRIGATION WITH GROUNDWATER AND SURFACE WATER IN DIFFERENT FEDERAL STATES OF GERMANY, 2017 (HA) 154 TABLE 121 GERMANY: IRRIGATION AUTOMATION MARKET SIZE, BY IRRIGATION TYPE, 2019–2021 (MILLION HA) 154 TABLE 122 GERMANY: IRRIGATION AUTOMATION MARKET SIZE, BY IRRIGATION TYPE, 2022–2027 (MILLION HA) 154 TABLE 123 GERMANY: IRRIGATION AUTOMATION MARKET SIZE, BY IRRIGATION TYPE, 2019–2021 (USD MILLION) 155 TABLE 124 GERMANY: IRRIGATION AUTOMATION MARKET SIZE, BY IRRIGATION TYPE, 2022–2027 (USD MILLION) 155 11.3.4 UNITED KINGDOM 155 11.3.4.1 Dual benefits of saving water and money by reducing water bills drive the market in the UK 155 TABLE 125 UNITED KINGDOM: IRRIGATION AUTOMATION MARKET SIZE, BY IRRIGATION TYPE, 2019–2021 (MILLION HA) 156 TABLE 126 UNITED KINGDOM: IRRIGATION AUTOMATION MARKET SIZE, BY IRRIGATION TYPE, 2022–2027 (MILLION HA) 156 TABLE 127 UNITED KINGDOM: IRRIGATION AUTOMATION MARKET SIZE, BY IRRIGATION TYPE, 2019–2021 (USD MILLION) 156 TABLE 128 UNITED KINGDOM: IRRIGATION AUTOMATION MARKET SIZE, BY IRRIGATION TYPE, 2022–2027 (USD MILLION) 156 11.3.5 ITALY 157 11.3.5.1 Improved golf course management drives the market for more efficient watering techniques in the region 157 TABLE 129 ITALY: IRRIGATION AUTOMATION MARKET SIZE, BY IRRIGATION TYPE, 2019–2021 (MILLION HA) 157 TABLE 130 ITALY: IRRIGATION AUTOMATION MARKET SIZE, BY IRRIGATION TYPE, 2022–2027 (MILLION HA) 157 TABLE 131 ITALY: IRRIGATION AUTOMATION MARKET SIZE, BY IRRIGATION TYPE, 2019–2021 (USD MILLION) 158 TABLE 132 ITALY: IRRIGATION AUTOMATION MARKET SIZE, BY IRRIGATION TYPE, 2022–2027 (USD MILLION) 158 11.3.6 RUSSIA 158 11.3.6.1 Drastic climate change and declining soil fertility drive the market for fertigation and weather-based sensors in the region 158 TABLE 133 RUSSIA: IRRIGATION AUTOMATION MARKET SIZE, BY IRRIGATION TYPE, 2019–2021 (MILLION HA) 159 TABLE 134 RUSSIA: IRRIGATION AUTOMATION MARKET SIZE, BY IRRIGATION TYPE, 2022–2027 (MILLION HA) 159 TABLE 135 RUSSIA: IRRIGATION AUTOMATION MARKET SIZE, BY IRRIGATION TYPE, 2019–2021 (USD MILLION) 159 TABLE 136 RUSSIA: IRRIGATION AUTOMATION MARKET SIZE, BY IRRIGATION TYPE, 2022–2027 (USD MILLION) 159 11.3.7 REST OF EUROPE 160 11.3.7.1 Cost of a fully automated irrigation system is one of the major hindering factors in its adoption by farmers 160 TABLE 137 REST OF EUROPE: IRRIGATION AUTOMATION MARKET SIZE, BY IRRIGATION TYPE, 2019–2021 (MILLION HA) 160 TABLE 138 REST OF EUROPE: IRRIGATION AUTOMATION MARKET SIZE, BY IRRIGATION TYPE, 2022–2027 (MILLION HA) 160 TABLE 139 REST OF EUROPE: IRRIGATION AUTOMATION MARKET SIZE, BY IRRIGATION TYPE, 2019–2021 (USD MILLION) 161 TABLE 140 REST OF EUROPE: IRRIGATION AUTOMATION MARKET SIZE, BY IRRIGATION TYPE, 2022–2027 (USD MILLION) 161 11.4 ASIA PACIFIC 161 TABLE 141 ASIA PACIFIC: IRRIGATION AUTOMATION MARKET SIZE, BY COUNTRY, 2019–2021 (MILLION HA) 161 TABLE 142 ASIA PACIFIC: IRRIGATION AUTOMATION MARKET SIZE, BY COUNTRY, 2022–2027 (MILLION HA) 162 TABLE 143 ASIA PACIFIC: IRRIGATION AUTOMATION MARKET SIZE, BY COUNTRY, 2019–2021 (USD MILLION) 162 TABLE 144 ASIA PACIFIC: IRRIGATION AUTOMATION MARKET SIZE, BY COUNTRY, 2022–2027 (USD MILLION) 162 TABLE 145 ASIA PACIFIC: IRRIGATION AUTOMATION MARKET SIZE, BY IRRIGATION TYPE, 2019–2021 (MILLION HA) 163 TABLE 146 ASIA PACIFIC: IRRIGATION AUTOMATION MARKET SIZE, BY IRRIGATION TYPE, 2022–2027 (MILLION HA) 163 TABLE 147 ASIA PACIFIC: IRRIGATION AUTOMATION MARKET SIZE, BY IRRIGATION TYPE, 2019–2021 (USD MILLION) 163 TABLE 148 ASIA PACIFIC: IRRIGATION AUTOMATION MARKET SIZE, BY IRRIGATION TYPE, 2022–2027 (USD MILLION) 164 TABLE 149 ASIA PACIFIC: IRRIGATION AUTOMATION MARKET SIZE, BY SYSTEM, 2019–2021 (USD MILLION) 164 TABLE 150 ASIA PACIFIC: IRRIGATION AUTOMATION MARKET SIZE, BY SYSTEM, 2022–2027 (USD MILLION) 164 TABLE 151 ASIA PACIFIC: IRRIGATION AUTOMATION MARKET SIZE, BY COMPONENT, 2019–2021 (USD MILLION) 164 TABLE 152 ASIA PACIFIC: IRRIGATION AUTOMATION MARKET SIZE, BY COMPONENT, 2022–2027 (USD MILLION) 165 TABLE 153 ASIA PACIFIC: IRRIGATION AUTOMATION MARKET SIZE, BY AUTOMATION TYPE, 2019–2021 (USD MILLION) 165 TABLE 154 ASIA PACIFIC: IRRIGATION AUTOMATION MARKET SIZE, BY AUTOMATION TYPE, 2022–2027 (USD MILLION) 165 TABLE 155 ASIA PACIFIC: IRRIGATION AUTOMATION MARKET SIZE, BY END USE, 2019–2021 (USD MILLION) 166 TABLE 156 ASIA PACIFIC: IRRIGATION AUTOMATION MARKET SIZE, BY END USE, 2022–2027 (USD MILLION) 166 11.4.1 CHINA 166 11.4.1.1 Government policies are targeted at strengthening irrigation infrastructure for better water management 166 TABLE 157 CHINA: IRRIGATION AUTOMATION MARKET SIZE, BY IRRIGATION TYPE, 2019–2021 (MILLION HA) 167 TABLE 158 CHINA: IRRIGATION AUTOMATION MARKET SIZE, BY IRRIGATION TYPE, 2022–2027 (MILLION HA) 167 TABLE 159 CHINA: IRRIGATION AUTOMATION MARKET SIZE, BY IRRIGATION TYPE, 2019–2021 (USD MILLION) 167 TABLE 160 CHINA: IRRIGATION AUTOMATION MARKET SIZE, BY IRRIGATION TYPE, 2022–2027 (USD MILLION) 167 11.4.2 INDIA 168 11.4.2.1 Poor management of water resources and changes in rainfall patterns led to less availability of water for agriculture 168 TABLE 161 INDIA: IRRIGATION AUTOMATION MARKET SIZE, BY IRRIGATION TYPE, 2019–2021 (MILLION HA) 168 TABLE 162 INDIA: IRRIGATION AUTOMATION MARKET SIZE, BY IRRIGATION TYPE, 2022–2027 (MILLION HA) 169 TABLE 163 INDIA: IRRIGATION AUTOMATION MARKET SIZE, BY IRRIGATION TYPE, 2019–2021 (USD MILLION) 169 TABLE 164 INDIA: IRRIGATION AUTOMATION MARKET SIZE, BY IRRIGATION TYPE, 2022–2027 (USD MILLION) 169 11.4.3 JAPAN 169 11.4.3.1 Japan is moving toward robotic farm systems, which increase productivity with minimum use of water, energy, and labor 169 TABLE 165 JAPAN: IRRIGATION AUTOMATION MARKET SIZE, BY IRRIGATION TYPE, 2019–2021 (MILLION HA) 170 TABLE 166 JAPAN: IRRIGATION AUTOMATION MARKET SIZE, BY IRRIGATION TYPE, 2022–2027 (MILLION HA) 170 TABLE 167 JAPAN: IRRIGATION AUTOMATION MARKET SIZE, BY IRRIGATION TYPE, 2019–2021 (USD MILLION) 170 TABLE 168 JAPAN: IRRIGATION AUTOMATION MARKET SIZE, BY IRRIGATION TYPE, 2022–2027 (USD MILLION) 171 11.4.4 AUSTRALIA 171 11.4.4.1 Reducing freshwater level in the Murray-Darling basin pressurizes farmers to adopt more efficient water use techniques in agriculture 171 TABLE 169 AUSTRALIA: IRRIGATION AUTOMATION MARKET SIZE, BY IRRIGATION TYPE, 2019–2021 (MILLION HA) 172 TABLE 170 AUSTRALIA: IRRIGATION AUTOMATION MARKET SIZE, BY IRRIGATION TYPE, 2022–2027 (MILLION HA) 172 TABLE 171 AUSTRALIA: IRRIGATION AUTOMATION MARKET SIZE, BY IRRIGATION TYPE, 2019–2021 (USD MILLION) 172 TABLE 172 AUSTRALIA: IRRIGATION AUTOMATION MARKET SIZE, BY IRRIGATION TYPE, 2022–2027 (USD MILLION) 172 11.4.5 REST OF ASIA PACIFIC 173 11.4.5.1 Growing cultivation of water-demanding crops led to the adoption of surface irrigation automation systems 173 TABLE 173 REST OF ASIA PACIFIC: IRRIGATION AUTOMATION MARKET SIZE, BY IRRIGATION TYPE, 2019–2021 (MILLION HA) 173 TABLE 174 REST OF ASIA PACIFIC: IRRIGATION AUTOMATION MARKET SIZE, BY IRRIGATION TYPE, 2022–2027 (MILLION HA) 174 TABLE 175 REST OF ASIA PACIFIC: IRRIGATION AUTOMATION MARKET SIZE, BY IRRIGATION TYPE, 2019–2021 (USD MILLION) 174 TABLE 176 REST OF ASIA PACIFIC: IRRIGATION AUTOMATION MARKET SIZE, BY IRRIGATION TYPE, 2022–2027 (USD MILLION) 174
SummaryThe global market for irrigation automation is estimated at USD 4.2 Billion in 2022; it is projected to grow at a CAGR of 17.2% to reach USD 9.2 Billion by 2027. Key opportunities that promote the growth of this market include the presence of large-sized farms, which makes the adoption of irrigation automation ideal. Table of Contents1 INTRODUCTION 411.1 OBJECTIVES OF THE STUDY 41 1.2 MARKET DEFINITION 41 1.3 STUDY SCOPE 42 FIGURE 1 MARKET SEGMENTATION 42 TABLE 1 INCLUSION AND EXCLUSION 42 1.4 REGIONS COVERED 43 1.5 PERIODIZATION CONSIDERED 44 1.6 CURRENCY CONSIDERED 44 TABLE 2 USD EXCHANGE RATES CONSIDERED, 2015–2021 45 1.7 UNITS CONSIDERED 45 1.8 STAKEHOLDERS 45 1.9 SUMMARY OF CHANGES 46 2 RESEARCH METHODOLOGY 47 2.1 RESEARCH DATA 47 FIGURE 2 IRRIGATION AUTOMATION MARKET: RESEARCH DESIGN 47 2.1.1 SECONDARY DATA 48 2.1.1.1 Key data from secondary sources 48 2.1.2 PRIMARY DATA 48 2.1.2.1 Primary interviews with experts 48 2.1.2.2 List of Key Primary Interview Participants 49 2.1.2.3 Breakdown of primary interviews 49 FIGURE 3 BREAKDOWN OF PRIMARY INTERVIEWS BY COMPANY TYPE, DESIGNATION, AND REGION 49 2.1.2.4 Primary sources 50 2.2 MARKET SIZE ESTIMATION 50 FIGURE 4 IRRIGATION AUTOMATION MARKET SIZE ESTIMATION (SUPPLY-SIDE) 51 FIGURE 5 DEMAND-SIDE ASPECTS OF MARKET SIZING 51 2.2.1 MARKET SIZE ESTIMATION: BOTTOM-UP APPROACH 52 FIGURE 6 IRRIGATION AUTOMATION MARKET SIZE ESTIMATION: BOTTOM-UP APPROACH 52 2.2.2 MARKET SIZE ESTIMATION METHODOLOGY: TOP-DOWN APPROACH 53 FIGURE 7 IRRIGATION AUTOMATION MARKET SIZE ESTIMATION: TOP-DOWN APPROACH 53 2.3 DATA TRIANGULATION 54 FIGURE 8 DATA TRIANGULATION 54 2.4 ASSUMPTIONS FOR THE STUDY 55 2.5 RESEARCH LIMITATIONS & ASSOCIATED RISKS 56 3 EXECUTIVE SUMMARY 57 TABLE 3 IRRIGATION AUTOMATION MARKET SNAPSHOT, 2022 VS. 2027 57 FIGURE 9 IRRIGATION AUTOMATION MARKET SIZE, BY SYSTEM, 2022 VS. 2027 (USD MILLION) 58 FIGURE 10 IRRIGATION AUTOMATION MARKET SIZE, BY IRRIGATION TYPE, 2022 VS. 2027 (USD MILLION) 58 FIGURE 11 IRRIGATION AUTOMATION MARKET SIZE, BY COMPONENT, 2022 VS. 2027 (USD MILLION) 59 FIGURE 12 IRRIGATION AUTOMATION MARKET SIZE, BY END USE, 2022 VS. 2027 (USD MILLION) 59 FIGURE 13 IRRIGATION AUTOMATION MARKET SHARE, BY REGION, 2021 60 4 PREMIUM INSIGHTS 61 4.1 ATTRACTIVE OPPORTUNITIES IN THE IRRIGATION AUTOMATION MARKET 61 FIGURE 14 INCREASING NEED FOR WATER CONSERVATION TO PROPEL THE GROWTH OF THE IRRIGATION AUTOMATION MARKET 61 4.2 IRRIGATION AUTOMATION MARKET: GROWTH RATE OF MAJOR REGIONAL SUBMARKETS 62 FIGURE 15 INDIA TO BE THE FASTEST-GROWING MARKET FOR IRRIGATION AUTOMATION DURING THE FORECAST PERIOD 62 4.3 ASIA PACIFIC: IRRIGATION AUTOMATION MARKET, BY KEY TYPE & COUNTRY 62 FIGURE 16 CHINA ACCOUNTED FOR THE LARGEST SHARE IN THE ASIA PACIFIC MARKET IN 2022 62 4.4 IRRIGATION AUTOMATION MARKET, BY IRRIGATION TYPE 63 FIGURE 17 DRIP IRRIGATION SEGMENT TO DOMINATE THE IRRIGATION AUTOMATION MARKET IN 2022 63 4.5 IRRIGATION AUTOMATION MARKET, BY AUTOMATION TYPE 63 FIGURE 18 REAL-TIME FEEDBACK SYSTEM SEGMENT TO DOMINATE THE IRRIGATION AUTOMATION MARKET IN 2022 63 4.6 IRRIGATION AUTOMATION MARKET, BY COMPONENT 64 FIGURE 19 CONTROLLERS SEGMENT TO DOMINATE THE IRRIGATION AUTOMATION MARKET DURING THE FORECAST PERIOD 64 4.7 IRRIGATION AUTOMATION MARKET, BY REGION 64 FIGURE 20 ASIA PACIFIC TO DOMINATE THE OF IRRIGATION AUTOMATION DURING THE FORECAST PERIOD 64 5 MARKET OVERVIEW 65 5.1 INTRODUCTION 65 5.2 MACROECONOMIC INDICATORS 65 5.2.1 INCREASE IN AREA UNDER IRRIGATION 65 5.2.1.1 Growth in the population size to drive the demand for food 65 FIGURE 21 WORLD POPULATION GROWTH SCENARIO, 1700–2050 (MILLION) 66 5.3 MARKET DYNAMICS 66 FIGURE 22 GOVERNMENT SUPPORT TOWARD THE IMPROVEMENT OF IRRIGATION EFFICIENCY TO DRIVE THE GROWTH OF THE MARKET 66 5.3.1 DRIVERS 67 5.3.1.1 Increased mechanization and adoption of smart agricultural technologies 67 FIGURE 23 LEVEL OF MECHANIZATION OF AGRICULTURE IN CERTAIN COUNTRIES 67 5.3.1.2 Government initiatives to promote water conservation 67 5.3.1.3 Awareness among farmers about the benefits of automated irrigation technologies 68 5.3.2 RESTRAINTS 68 5.3.2.1 High costs associated with the installation and lack of technical knowledge 68 5.3.2.2 Data management and data aggregation in irrigation automation systems 69 5.3.3 OPPORTUNITIES 69 5.3.3.1 Government subsidies on automated farming technology 69 5.3.3.2 Presence of large farms across the globe 69 FIGURE 24 IRRIGATED AREA AND TOTAL CULTIVATED LAND, BY COUNTRY, 2021 (MHA) 70 5.3.4 CHALLENGES 70 5.3.4.1 Lack of good infrastructure for the efficient functioning of irrigation automation systems 70 5.3.4.2 Implementation of automated irrigation in fragmented land holdings 70 5.4 IMPACT OF COVID-19 ON MARKET DYNAMICS 71 5.5 TRENDS/DISRUPTIONS IMPACTING THE CUSTOMER’S BUSINESS 71 5.6 PRICING ANALYSIS 72 TABLE 4 IRRIGATION CONTROLLERS SELLING PRICE, BY KEY COMPANY, 2021 (USD) 72 TABLE 5 IRRIGATION WATER FLOW METERS SELLING PRICE, BY KEY COMPANY, 2021 (USD) 72 5.7 VALUE CHAIN ANALYSIS 73 FIGURE 25 VALUE CHAIN ANALYSIS 73 5.8 MARKET ECOSYSTEM 73 5.9 TECHNOLOGY ANALYSIS 74 5.9.1 INTEGRATION OF IOT WITH AUTOMATION IN IRRIGATION 74 5.9.2 INTEGRATION OF ARTIFICIAL INTELLIGENCE WITH IRRIGATION SYSTEMS 74 5.9.3 REMOTE SENSING AND IRRIGATION INTELLIGENCE 75 5.9.3.1 Remote sensing for soil moisture estimation 75 5.9.4 TEMPUS DC SERIES CONTROLLERS 75 5.9.5 CLOUD-BASED PLATFORM FOR IRRIGATION AUTOMATION 76 5.10 PATENT ANALYSIS 76 5.10.1 INTRODUCTION 76 FIGURE 26 NUMBER OF PATENTS APPROVED FOR IRRIGATION AUTOMATION, 2016–2020 76 TABLE 6 MAJOR PATENTS RELATED TO IRRIGATION AUTOMATION, 2018–2022 77 5.11 TRADE ANALYSIS 78 5.11.1 IMPORT SCENARIO 78 5.11.1.1 Import scenario 78 TABLE 7 IMPORT DATA, BY COUNTRY, 2017–2020 (USD MILLION) 79 5.11.2 EXPORT SCENARIO 79 5.11.2.1 Export scenario 79 TABLE 8 EXPORT DATA, BY COUNTRY, 2016–2020 (USD MILLION) 80 5.12 KEY CONFERENCES & EVENTS 80 TABLE 9 IRRIGATION AUTOMATION MARKET: DETAILED LIST OF CONFERENCES & EVENTS, 2022–2023 80 5.13 TARIFF AND REGULATORY LANDSCAPE 81 5.13.1 TARIFF 81 TABLE 10 US: MFN TARIFFS FOR IRRIGATION AUTOMATION PRODUCTS EXPORTED, 2021 81 TABLE 11 CHINA: MFN TARIFFS FOR IRRIGATION AUTOMATION PRODUCTS EXPORTED, 2021 82 5.13.1.1 Positive impact of tariffs on irrigation automation 82 5.13.1.2 Negative impact of tariffs on irrigation automation 82 5.14 REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 82 5.14.1 US 82 5.14.1.1 United States Department of Agriculture (USDA) 83 5.14.2 EUROPE 83 5.14.2.1 Regulation 167/2013 on wheeled agricultural or forestry tractors 83 5.14.3 ASIA PACIFIC 84 5.15 PORTER’S FIVE FORCES ANALYSIS 84 TABLE 12 IMPACT OF PORTER’S FIVE FORCES ON THE IRRIGATION AUTOMATION MARKET 84 FIGURE 27 IRRIGATION AUTOMATION MARKET: PORTER’S FIVE FORCES ANALYSIS 85 5.15.1 THREAT OF COMPETITIVE RIVALRY 85 5.15.2 BARGAINING POWER OF SUPPLIERS 85 5.15.3 BARGAINING POWER OF BUYERS 86 5.15.4 THREAT OF SUBSTITUTES 86 5.15.5 THREAT OF NEW ENTRANTS 86 5.16 CASE STUDIES 86 5.16.1 HYDROPOINT’S WEATHERTRAK HELPS LEED PLATINUM RESEARCH CAMPUS ACHIEVE SUSTAINABILITY GOALS 86 5.16.2 DROUGHT MANAGEMENT IN CALIFORNIA’S OJAI VALLEY WITH IOT BASED SOLUTIONS 87 5.17 KEY STAKEHOLDERS & BUYING CRITERIA 87 5.17.1 KEY STAKEHOLDERS IN BUYING PROCESS 87 FIGURE 28 INFLUENCE OF STAKEHOLDERS IN BUYING IRRIGATION AUTOMATION PRODUCTS 87 TABLE 13 INFLUENCE OF STAKEHOLDERS IN BUYING PROCESS FOR IRRIGATION AUTOMATION PRODUCTS 88 5.17.2 BUYING CRITERIA 88 FIGURE 29 KEY BUYING CRITERIA FOR IRRIGATION AUTOMATION PRODUCTS 88 TABLE 14 KEY BUYING CRITERIA FOR IRRIGATION AUTOMATION PRODUCTS 88 6 IRRIGATION AUTOMATION MARKET, BY SYSTEM 89 6.1 INTRODUCTION 90 FIGURE 30 IRRIGATION AUTOMATION MARKET SIZE, BY SYSTEM, 2022 VS. 2027 (USD MILLION) 90 TABLE 15 IRRIGATION AUTOMATION MARKET SIZE, BY SYSTEM, 2019–2021 (USD MILLION) 90 TABLE 16 IRRIGATION AUTOMATION MARKET SIZE, BY SYSTEM, 2022–2027 (USD MILLION) 91 6.2 AUTOMATIC 91 6.2.1 FULLY AUTOMATIC SYSTEMS PROVIDE GROWERS THE FLEXIBILITY TO ADJUST THE CONTROLS PERIODICALLY 91 TABLE 17 AUTOMATIC: IRRIGATION AUTOMATION MARKET SIZE, BY REGION, 2019–2021 (USD MILLION) 92 TABLE 18 AUTOMATIC: IRRIGATION AUTOMATION MARKET SIZE, BY REGION, 2022–2027 (USD MILLION) 92 6.3 SEMI-AUTOMATIC 93 6.3.1 SEMI-AUTOMATIC IRRIGATION SYSTEMS ARE MORE PREFERRED DUE TO THEIR COST-EFFECTIVENESS AND THE ABILITY TO RESET AFTER EVERY IRRIGATION CYCLE 93 TABLE 19 SEMI-AUTOMATIC: IRRIGATION AUTOMATION MARKET SIZE, BY REGION, 2019–2021 (USD MILLION) 93 TABLE 20 SEMI-AUTOMATIC: IRRIGATION AUTOMATION MARKET SIZE, BY REGION, 2022–2027 (USD MILLION) 94 7 IRRIGATION AUTOMATION MARKET, BY COMPONENT 95 7.1 INTRODUCTION 96 FIGURE 31 IRRIGATION AUTOMATION MARKET SIZE, BY COMPONENT, 2022 VS. 2027 (USD MILLION) 96 FIGURE 32 STRUCTURE OF IRRIGATION AUTOMATION PROCESS WITH BASIC COMPONENTS 96 TABLE 21 IRRIGATION AUTOMATION MARKET SIZE, BY COMPONENT, 2019–2021 (USD MILLION) 97 TABLE 22 IRRIGATION AUTOMATION MARKET SIZE, BY COMPONENT, 2022–2027 (USD MILLION) 97 7.2 CONTROLLERS 97 7.2.1 CONTROLLERS PERFORM THE TRIPLE ACTION OF MONITORING, CONTROLLING, AND ANALYZING WATER LEVELS, AIDING THEIR GROWTH AMONG FARMERS 97 TABLE 23 CONTROLLERS: IRRIGATION AUTOMATION MARKET SIZE, BY REGION, 2019–2021 (USD MILLION) 98 TABLE 24 CONTROLLERS: IRRIGATION AUTOMATION MARKET SIZE, BY REGION, 2022–2027 (USD MILLION) 98 7.3 VALVES 99 7.3.1 VALVES ARE EFFECTIVE IN THE MODULATION OF FLOW RATE AS WELL AS PREVENTION OF BACKFLOW ALONG WITH ON-OFF CONTROL 99 TABLE 25 VALVES: IRRIGATION AUTOMATION MARKET SIZE, BY REGION, 2019–2021 (USD MILLION) 99 TABLE 26 VALVES: IRRIGATION AUTOMATION MARKET SIZE, BY REGION, 2022–2027 (USD MILLION) 99 7.4 SENSORS 100 7.4.1 WASTAGE OF WATER DUE TO UNNECESSARY IRRIGATION DURING WINDY AND RAINY WEATHER CAN BE CONTROLLED USING SENSORS 100 7.4.2 WEATHER-BASED SENSORS 100 7.4.3 SOIL-BASED SENSORS 100 7.4.4 FERTIGATION SENSORS 100 TABLE 27 SENSORS: IRRIGATION AUTOMATION MARKET SIZE, BY REGION, 2019–2021 (USD MILLION) 101 TABLE 28 SENSORS: IRRIGATION AUTOMATION MARKET SIZE, BY REGION, 2022–2027 (USD MILLION) 101 7.5 SPRINKLERS 101 7.5.1 SHIFT TOWARD EFFICIENT WATERING BY LANDSCAPE AND GOLF COURSE OWNERS IS INCREASING THE DEMAND FOR AUTOMATED SPRINKLER SYSTEMS 101 TABLE 29 SPRINKLERS: IRRIGATION AUTOMATION MARKET SIZE, BY REGION, 2019–2021 (USD MILLION) 102 TABLE 30 SPRINKLERS: IRRIGATION AUTOMATION MARKET SIZE, BY REGION, 2022–2027 (USD MILLION) 102 7.6 OTHER COMPONENTS 103 7.6.1 COMPONENTS SUCH AS FLOW METERS AND PRESSURE GAUGES ASSIST THE IRRIGATION AUTOMATION PROCESS BY DETERMINING THE PRESSURE AND WATER FLOW 103 TABLE 31 OTHER COMPONENTS: IRRIGATION AUTOMATION MARKET SIZE, BY REGION, 2019–2021 (USD MILLION) 103 TABLE 32 OTHER COMPONENTS: IRRIGATION AUTOMATION MARKET SIZE, BY REGION, 2022–2027 (USD MILLION) 104 8 IRRIGATION AUTOMATION MARKET, BY AUTOMATION TYPE 105 8.1 INTRODUCTION 106 FIGURE 33 IRRIGATION AUTOMATION MARKET SIZE, BY AUTOMATION TYPE, 2022 VS. 2027 (USD MILLION) 106 TABLE 33 IRRIGATION AUTOMATION MARKET SIZE, BY AUTOMATION TYPE, 2019–2021 (USD MILLION) 106 TABLE 34 IRRIGATION AUTOMATION MARKET SIZE, BY AUTOMATION TYPE, 2022–2027 (USD MILLION) 107 8.2 TIME-BASED SYSTEM 107 8.2.1 TIME-BASED SYSTEMS OPTIMIZE THE IRRIGATION SCHEDULE AIDING IN BETTER YIELD 107 TABLE 35 TIME-BASED SYSTEM: IRRIGATION AUTOMATION MARKET SIZE, BY REGION, 2019–2021 (USD MILLION) 108 TABLE 36 TIME-BASED SYSTEM: IRRIGATION AUTOMATION MARKET SIZE, BY REGION, 2022–2027 (USD MILLION) 108 8.3 VOLUME-BASED SYSTEM 108 8.3.1 VOLUME-BASED SYSTEMS ARE VERSATILE AS THEY CAN FUNCTION WITHOUT A POWER SOURCE 108 TABLE 37 VOLUME-BASED SYSTEM: IRRIGATION AUTOMATION MARKET SIZE, BY REGION, 2019–2021 (USD MILLION) 109 TABLE 38 VOLUME-BASED SYSTEM: IRRIGATION AUTOMATION MARKET SIZE, BY REGION, 2022–2027 (USD MILLION) 109 8.4 REAL-TIME FEEDBACK SYSTEM 110 8.4.1 GROWING AWARENESS AMONG FARMERS ABOUT THE AVAILABILITY OF REAL-TIME DATA ON THE IRRIGATION PROCESS LED TO AN INCREASED DEMAND FOR THIS SYSTEM 110 TABLE 39 REAL-TIME FEEDBACK SYSTEM: IRRIGATION AUTOMATION MARKET SIZE, BY REGION, 2019–2021 (USD MILLION) 110 TABLE 40 REAL-TIME FEEDBACK SYSTEM: IRRIGATION AUTOMATION MARKET SIZE, BY REGION, 2022–2027 (USD MILLION) 110 8.5 COMPUTER-BASED IRRIGATION CONTROL SYSTEM 111 8.5.1 R&D EFFORTS TO LAUNCH AFFORDABLE COMPUTER-BASED IRRIGATION CONTROL SYSTEMS TO IMPROVE FARM PRODUCTIVITY IN DEVELOPING REGIONS 111 TABLE 41 COMPUTER-BASED IRRIGATION CONTROL SYSTEM: IRRIGATION AUTOMATION MARKET SIZE, BY REGION, 2019–2021 (USD MILLION) 111 TABLE 42 COMPUTER-BASED IRRIGATION CONTROL SYSTEM: IRRIGATION AUTOMATION MARKET SIZE, BY REGION, 2022–2027 (USD MILLION) 112 9 IRRIGATION AUTOMATION MARKET, BY IRRIGATION TYPE 113 9.1 INTRODUCTION 114 FIGURE 34 IRRIGATION AUTOMATION MARKET SIZE, BY IRRIGATION TYPE, 2022 VS. 2027 (USD MILLION) 114 TABLE 43 IRRIGATION AUTOMATION MARKET SIZE, BY IRRIGATION TYPE, 2019–2021 (USD MILLION) 114 TABLE 44 IRRIGATION AUTOMATION MARKET SIZE, BY IRRIGATION TYPE, 2022–2027 (USD MILLION) 115 TABLE 45 IRRIGATION AUTOMATION MARKET SIZE, BY IRRIGATION TYPE, 2019–2021 (MILLION HA) 115 TABLE 46 IRRIGATION AUTOMATION MARKET SIZE, BY IRRIGATION TYPE, 2022–2027 (MILLION HA) 115 9.2 DRIP IRRIGATION 116 9.2.1 AUTOMATION SYSTEMS INCREASE THE EFFICIENCY OF THE DRIP IRRIGATION PROCESS BY ALLOWING IRRIGATION BASED ON REAL-TIME DATA 116 TABLE 47 DRIP IRRIGATION: IRRIGATION AUTOMATION MARKET SIZE, BY REGION, 2019–2021 (USD MILLION) 116 TABLE 48 DRIP IRRIGATION: IRRIGATION AUTOMATION MARKET SIZE, BY REGION, 2022–2027 (USD MILLION) 117 TABLE 49 DRIP IRRIGATION AUTOMATION MARKET, BY REGION, 2019–2021 (MILLION HA) 117 TABLE 50 DRIP IRRIGATION AUTOMATION MARKET, BY REGION, 2022–2027 (MILLION HA) 117 9.3 SPRINKLER IRRIGATION 118 9.3.1 HIGH USAGE OF SPRINKLER SYSTEMS IN PROFESSIONAL LAWNS AND GOLF COURSES INCREASES THE DEMAND FOR THE AUTOMATION PROCESS 118 TABLE 51 SPRINKLER IRRIGATION: IRRIGATION AUTOMATION MARKET SIZE, BY REGION, 2019–2021 (USD MILLION) 119 TABLE 52 SPRINKLER IRRIGATION: IRRIGATION AUTOMATION MARKET SIZE, BY REGION, 2022–2027 (USD MILLION) 119 TABLE 53 SPRINKLER IRRIGATION: IRRIGATION AUTOMATION MARKET SIZE, BY REGION, 2019–2021 (MILLION HA) 119 TABLE 54 SPRINKLER IRRIGATION: IRRIGATION AUTOMATION MARKET SIZE, BY REGION, 2022–2027 (MILLION HA) 120 9.4 SURFACE IRRIGATION 120 9.4.1 HIGH LABOR REQUIREMENTS AND LOW WATER USE EFFICIENCY INCREASE THE DEMAND FOR AUTOMATION IN SURFACE IRRIGATION SYSTEMS 120 TABLE 55 SURFACE IRRIGATION: IRRIGATION AUTOMATION MARKET SIZE, BY REGION, 2019–2021 (USD MILLION) 121 TABLE 56 SURFACE IRRIGATION: IRRIGATION AUTOMATION MARKET SIZE, BY REGION, 2022–2027 (USD MILLION) 121 TABLE 57 SURFACE IRRIGATION: IRRIGATION AUTOMATION MARKET SIZE, BY REGION, 2019–2021 (MILLION HA) 122 TABLE 58 SURFACE IRRIGATION: IRRIGATION AUTOMATION MARKET SIZE, BY REGION, 2022–2027 (MILLION HA) 122 10 IRRIGATION AUTOMATION MARKET, BY END USE 123 10.1 INTRODUCTION 124 FIGURE 35 IRRIGATION AUTOMATION MARKET SIZE, BY END USE, 2022 VS. 2027 (USD MILLION) 124 TABLE 59 IRRIGATION AUTOMATION MARKET SIZE, BY END USE, 2019–2021 (USD MILLION) 124 TABLE 60 IRRIGATION AUTOMATION MARKET SIZE, BY END USE, 2022–2027 (USD MILLION) 124 10.2 AGRICULTURAL 125 10.2.1 REAL-TIME MONITORING OF SOIL CONDITIONS AND LESS HUMAN INTERVENTION RESULT IN AN INCREASED DEMAND FOR IRRIGATION AUTOMATION 125 10.2.2 GREENHOUSES 125 10.2.3 OPEN FIELDS 126 TABLE 61 IRRIGATION AUTOMATION MARKET SIZE IN AGRICULTURAL END USES, BY REGION, 2019–2021 (USD MILLION) 126 TABLE 62 IRRIGATION AUTOMATION MARKET SIZE IN AGRICULTURAL END USES, BY REGION, 2022–2027 (USD MILLION) 126 10.3 NON-AGRICULTURAL 127 10.3.1 STRINGENT RULES ABOUT EFFICIENT WATER USAGE IN LANDSCAPES AND LAWS ARE MAKING GROWERS SHIFT TOWARD AUTOMATED IRRIGATION METHODS 127 10.3.2 RESIDENTIAL 127 10.3.3 TURF & LANDSCAPES 128 10.3.4 GOLF COURSES 128 TABLE 63 IRRIGATION AUTOMATION MARKET SIZE IN NON-AGRICULTURAL END USES, BY REGION, 2019–2021 (USD MILLION) 128 TABLE 64 IRRIGATION AUTOMATION MARKET SIZE IN NON-AGRICULTURAL END USES, BY REGION, 2022–2027 (USD MILLION) 129 11 IRRIGATION AUTOMATION MARKET, BY REGION 130 11.1 INTRODUCTION 131 TABLE 65 IRRIGATION AUTOMATION MARKET SIZE, BY REGION, 2019–2021 (MILLION HA) 131 TABLE 66 IRRIGATION AUTOMATION MARKET SIZE, BY REGION, 2022–2027 (MILLION HA) 131 TABLE 67 IRRIGATION AUTOMATION MARKET SIZE, BY REGION, 2019–2021 (USD MILLION) 132 TABLE 68 IRRIGATION AUTOMATION MARKET SIZE, BY REGION, 2022–2027 (USD MILLION) 132 11.2 NORTH AMERICA 132 FIGURE 36 NORTH AMERICA: MARKET SNAPSHOT 133 TABLE 69 NORTH AMERICA: IRRIGATION AUTOMATION MARKET SIZE, BY COUNTRY, 2019–2021 (MILLION HA) 133 TABLE 70 NORTH AMERICA: IRRIGATION AUTOMATION MARKET SIZE, BY COUNTRY, 2022–2027 (MILLION HA) 134 TABLE 71 NORTH AMERICA: IRRIGATION AUTOMATION MARKET SIZE, BY COUNTRY, 2019–2021 (USD MILLION) 134 TABLE 72 NORTH AMERICA: IRRIGATION AUTOMATION MARKET SIZE, BY COUNTRY, 2022–2027 (USD MILLION) 134 TABLE 73 NORTH AMERICA: IRRIGATION AUTOMATION MARKET SIZE, BY IRRIGATION TYPE, 2019–2021 (MILLION HA) 135 TABLE 74 NORTH AMERICA: IRRIGATION AUTOMATION MARKET SIZE, BY IRRIGATION TYPE, 2022–2027 (MILLION HA) 135 TABLE 75 NORTH AMERICA: IRRIGATION AUTOMATION MARKET SIZE, BY IRRIGATION TYPE, 2019–2021 (USD MILLION) 135 TABLE 76 NORTH AMERICA: IRRIGATION AUTOMATION MARKET SIZE, BY IRRIGATION TYPE, 2022–2027 (USD MILLION) 135 TABLE 77 NORTH AMERICA: IRRIGATION AUTOMATION MARKET SIZE, BY SYSTEM, 2019–2021 (USD MILLION) 136 TABLE 78 NORTH AMERICA: IRRIGATION AUTOMATION MARKET SIZE, BY SYSTEM, 2022–2027 (USD MILLION) 136 TABLE 79 NORTH AMERICA: IRRIGATION AUTOMATION MARKET SIZE, BY COMPONENT, 2019–2021 (USD MILLION) 136 TABLE 80 NORTH AMERICA: IRRIGATION AUTOMATION MARKET SIZE, BY COMPONENT, 2022–2027 (USD MILLION) 137 TABLE 81 NORTH AMERICA: IRRIGATION AUTOMATION MARKET SIZE, BY AUTOMATION TYPE, 2019–2021 (USD MILLION) 137 TABLE 82 NORTH AMERICA: IRRIGATION AUTOMATION MARKET SIZE, BY AUTOMATION TYPE, 2022–2027 (USD MILLION) 137 TABLE 83 NORTH AMERICA: IRRIGATION AUTOMATION MARKET SIZE, BY END USE, 2019–2021 (USD MILLION) 138 TABLE 84 NORTH AMERICA: IRRIGATION AUTOMATION MARKET SIZE, BY END USE, 2022–2027 (USD MILLION) 138 11.2.1 UNITED STATES 138 11.2.1.1 Pressure on the agricultural industry by government regulations to decrease the water footprint in irrigation driving the market 138 FIGURE 37 US HARVESTED ACRES IRRIGATED FOR SELECTED MAJOR IRRIGATED CROPS, 2017 139 TABLE 85 UNITED STATES: IRRIGATION AUTOMATION MARKET SIZE, BY IRRIGATION TYPE, 2019–2021 (MILLION HA) 139 TABLE 86 UNITED STATES: IRRIGATION AUTOMATION MARKET SIZE, BY IRRIGATION TYPE, 2022–2027 (MILLION HA) 139 TABLE 87 UNITED STATES: IRRIGATION AUTOMATION MARKET SIZE, BY IRRIGATION TYPE, 2019–2021 (USD MILLION) 140 TABLE 88 UNITED STATES: IRRIGATION AUTOMATION MARKET SIZE, BY IRRIGATION TYPE, 2022–2027 (USD MILLION) 140 11.2.2 CANADA 140 11.2.2.1 Decrease in annual precipitation increased the water scarcity in the region that led growers to adopt more efficient irrigation ways 140 FIGURE 38 CANADA: IRRIGATION WATER USED FOR DIFFERENT CROPS, 2020 141 TABLE 89 CANADA: IRRIGATION AUTOMATION MARKET SIZE, BY IRRIGATION TYPE, 2019–2021 (MILLION HA) 141 TABLE 90 CANADA: IRRIGATION AUTOMATION MARKET SIZE, BY IRRIGATION TYPE, 2022–2027 (MILLION HA) 141 TABLE 91 CANADA: IRRIGATION AUTOMATION MARKET SIZE, BY IRRIGATION TYPE, 2019–2021 (USD MILLION) 142 TABLE 92 CANADA: IRRIGATION AUTOMATION MARKET SIZE, BY IRRIGATION TYPE, 2022–2027 (USD MILLION) 142 11.2.3 MEXICO 142 11.2.3.1 Mexico witnessed an increase in surface irrigation automation systems 142 TABLE 93 MEXICO: IRRIGATION AUTOMATION MARKET SIZE, BY IRRIGATION TYPE, 2019–2021 (MILLION HA) 143 TABLE 94 MEXICO: IRRIGATION AUTOMATION MARKET SIZE, BY IRRIGATION TYPE, 2022–2027 (MILLION HA) 143 TABLE 95 MEXICO: IRRIGATION AUTOMATION MARKET SIZE, BY IRRIGATION TYPE, 2019–2021 (USD MILLION) 143 TABLE 96 MEXICO: IRRIGATION AUTOMATION MARKET SIZE, BY IRRIGATION TYPE, 2022–2027 (USD MILLION) 143 11.3 EUROPE 144 FIGURE 39 EUROPE: IRRIGABLE AND IRRIGATED AREAS FOR DIFFERENT COUNTRIES, 2016 (THOUSAND HA) 144 TABLE 97 EUROPE: IRRIGATION AUTOMATION MARKET SIZE, BY COUNTRY, 2019–2021 (MILLION HA) 145 TABLE 98 EUROPE: IRRIGATION AUTOMATION MARKET SIZE, BY COUNTRY, 2022–2027 (MILLION HA) 145 TABLE 99 EUROPE: IRRIGATION AUTOMATION MARKET SIZE, BY COUNTRY, 2019–2021 (USD MILLION) 146 TABLE 100 EUROPE: IRRIGATION AUTOMATION MARKET SIZE, BY COUNTRY, 2022–2027 (USD MILLION) 146 TABLE 101 EUROPE: IRRIGATION AUTOMATION MARKET SIZE, BY IRRIGATION TYPE, 2019–2021 (MILLION HA) 147 TABLE 102 EUROPE: IRRIGATION AUTOMATION MARKET SIZE, BY IRRIGATION TYPE, 2022–2027 (MILLION HA) 147 TABLE 103 EUROPE: IRRIGATION AUTOMATION MARKET SIZE, BY IRRIGATION TYPE, 2019–2021 (USD MILLION) 147 TABLE 104 EUROPE: IRRIGATION AUTOMATION MARKET SIZE, BY IRRIGATION TYPE, 2022–2027 (USD MILLION) 147 TABLE 105 EUROPE: IRRIGATION AUTOMATION MARKET SIZE, BY SYSTEM, 2019–2021 (USD MILLION) 148 TABLE 106 EUROPE: IRRIGATION AUTOMATION MARKET SIZE, BY SYSTEM, 2022–2027 (USD MILLION) 148 TABLE 107 EUROPE: IRRIGATION AUTOMATION MARKET SIZE, BY COMPONENT, 2019–2021 (USD MILLION) 148 TABLE 108 EUROPE: IRRIGATION AUTOMATION MARKET SIZE, BY COMPONENT, 2022–2027 (USD MILLION) 149 TABLE 109 EUROPE: IRRIGATION AUTOMATION MARKET SIZE, BY AUTOMATION TYPE, 2019–2021 (USD MILLION) 149 TABLE 110 EUROPE: IRRIGATION AUTOMATION MARKET SIZE, BY AUTOMATION TYPE, 2022–2027 (USD MILLION) 149 TABLE 111 EUROPE: IRRIGATION AUTOMATION MARKET SIZE, BY END USE, 2019–2021 (USD MILLION) 150 TABLE 112 EUROPE: IRRIGATION AUTOMATION MARKET SIZE, BY END USE, 2022–2027 (USD MILLION) 150 11.3.1 SPAIN 150 11.3.1.1 Regulations for water used in agriculture imposed by the Spanish government drive the market for irrigation automation 150 TABLE 113 SPAIN: IRRIGATION AUTOMATION MARKET SIZE, BY IRRIGATION TYPE, 2019–2021 (MILLION HA) 151 TABLE 114 SPAIN: IRRIGATION AUTOMATION MARKET SIZE, BY IRRIGATION TYPE, 2022–2027 (MILLION HA) 151 TABLE 115 SPAIN: IRRIGATION AUTOMATION MARKET SIZE, BY IRRIGATION TYPE, 2019–2021 (USD MILLION) 151 TABLE 116 SPAIN: IRRIGATION AUTOMATION MARKET SIZE, BY IRRIGATION TYPE, 2022–2027 (USD MILLION) 151 11.3.2 FRANCE 152 11.3.2.1 Golf courses and lawns demand more automation systems that allow growers to adjust and control irrigation remotely 152 TABLE 117 FRANCE: IRRIGATION AUTOMATION MARKET SIZE, BY IRRIGATION TYPE, 2019–2021 (MILLION HA) 152 TABLE 118 FRANCE: IRRIGATION AUTOMATION MARKET SIZE, BY IRRIGATION TYPE, 2022–2027 (MILLION HA) 152 TABLE 119 FRANCE: IRRIGATION AUTOMATION MARKET SIZE, BY IRRIGATION TYPE, 2019–2021 (USD MILLION) 153 TABLE 120 FRANCE: IRRIGATION AUTOMATION MARKET SIZE, BY IRRIGATION TYPE, 2022–2027 (USD MILLION) 153 11.3.3 GERMANY 153 11.3.3.1 Decreasing annual precipitation rates, as well as groundwater levels, drive the market for the irrigation automation process in Germany 153 FIGURE 40 IRRIGATION WITH GROUNDWATER AND SURFACE WATER IN DIFFERENT FEDERAL STATES OF GERMANY, 2017 (HA) 154 TABLE 121 GERMANY: IRRIGATION AUTOMATION MARKET SIZE, BY IRRIGATION TYPE, 2019–2021 (MILLION HA) 154 TABLE 122 GERMANY: IRRIGATION AUTOMATION MARKET SIZE, BY IRRIGATION TYPE, 2022–2027 (MILLION HA) 154 TABLE 123 GERMANY: IRRIGATION AUTOMATION MARKET SIZE, BY IRRIGATION TYPE, 2019–2021 (USD MILLION) 155 TABLE 124 GERMANY: IRRIGATION AUTOMATION MARKET SIZE, BY IRRIGATION TYPE, 2022–2027 (USD MILLION) 155 11.3.4 UNITED KINGDOM 155 11.3.4.1 Dual benefits of saving water and money by reducing water bills drive the market in the UK 155 TABLE 125 UNITED KINGDOM: IRRIGATION AUTOMATION MARKET SIZE, BY IRRIGATION TYPE, 2019–2021 (MILLION HA) 156 TABLE 126 UNITED KINGDOM: IRRIGATION AUTOMATION MARKET SIZE, BY IRRIGATION TYPE, 2022–2027 (MILLION HA) 156 TABLE 127 UNITED KINGDOM: IRRIGATION AUTOMATION MARKET SIZE, BY IRRIGATION TYPE, 2019–2021 (USD MILLION) 156 TABLE 128 UNITED KINGDOM: IRRIGATION AUTOMATION MARKET SIZE, BY IRRIGATION TYPE, 2022–2027 (USD MILLION) 156 11.3.5 ITALY 157 11.3.5.1 Improved golf course management drives the market for more efficient watering techniques in the region 157 TABLE 129 ITALY: IRRIGATION AUTOMATION MARKET SIZE, BY IRRIGATION TYPE, 2019–2021 (MILLION HA) 157 TABLE 130 ITALY: IRRIGATION AUTOMATION MARKET SIZE, BY IRRIGATION TYPE, 2022–2027 (MILLION HA) 157 TABLE 131 ITALY: IRRIGATION AUTOMATION MARKET SIZE, BY IRRIGATION TYPE, 2019–2021 (USD MILLION) 158 TABLE 132 ITALY: IRRIGATION AUTOMATION MARKET SIZE, BY IRRIGATION TYPE, 2022–2027 (USD MILLION) 158 11.3.6 RUSSIA 158 11.3.6.1 Drastic climate change and declining soil fertility drive the market for fertigation and weather-based sensors in the region 158 TABLE 133 RUSSIA: IRRIGATION AUTOMATION MARKET SIZE, BY IRRIGATION TYPE, 2019–2021 (MILLION HA) 159 TABLE 134 RUSSIA: IRRIGATION AUTOMATION MARKET SIZE, BY IRRIGATION TYPE, 2022–2027 (MILLION HA) 159 TABLE 135 RUSSIA: IRRIGATION AUTOMATION MARKET SIZE, BY IRRIGATION TYPE, 2019–2021 (USD MILLION) 159 TABLE 136 RUSSIA: IRRIGATION AUTOMATION MARKET SIZE, BY IRRIGATION TYPE, 2022–2027 (USD MILLION) 159 11.3.7 REST OF EUROPE 160 11.3.7.1 Cost of a fully automated irrigation system is one of the major hindering factors in its adoption by farmers 160 TABLE 137 REST OF EUROPE: IRRIGATION AUTOMATION MARKET SIZE, BY IRRIGATION TYPE, 2019–2021 (MILLION HA) 160 TABLE 138 REST OF EUROPE: IRRIGATION AUTOMATION MARKET SIZE, BY IRRIGATION TYPE, 2022–2027 (MILLION HA) 160 TABLE 139 REST OF EUROPE: IRRIGATION AUTOMATION MARKET SIZE, BY IRRIGATION TYPE, 2019–2021 (USD MILLION) 161 TABLE 140 REST OF EUROPE: IRRIGATION AUTOMATION MARKET SIZE, BY IRRIGATION TYPE, 2022–2027 (USD MILLION) 161 11.4 ASIA PACIFIC 161 TABLE 141 ASIA PACIFIC: IRRIGATION AUTOMATION MARKET SIZE, BY COUNTRY, 2019–2021 (MILLION HA) 161 TABLE 142 ASIA PACIFIC: IRRIGATION AUTOMATION MARKET SIZE, BY COUNTRY, 2022–2027 (MILLION HA) 162 TABLE 143 ASIA PACIFIC: IRRIGATION AUTOMATION MARKET SIZE, BY COUNTRY, 2019–2021 (USD MILLION) 162 TABLE 144 ASIA PACIFIC: IRRIGATION AUTOMATION MARKET SIZE, BY COUNTRY, 2022–2027 (USD MILLION) 162 TABLE 145 ASIA PACIFIC: IRRIGATION AUTOMATION MARKET SIZE, BY IRRIGATION TYPE, 2019–2021 (MILLION HA) 163 TABLE 146 ASIA PACIFIC: IRRIGATION AUTOMATION MARKET SIZE, BY IRRIGATION TYPE, 2022–2027 (MILLION HA) 163 TABLE 147 ASIA PACIFIC: IRRIGATION AUTOMATION MARKET SIZE, BY IRRIGATION TYPE, 2019–2021 (USD MILLION) 163 TABLE 148 ASIA PACIFIC: IRRIGATION AUTOMATION MARKET SIZE, BY IRRIGATION TYPE, 2022–2027 (USD MILLION) 164 TABLE 149 ASIA PACIFIC: IRRIGATION AUTOMATION MARKET SIZE, BY SYSTEM, 2019–2021 (USD MILLION) 164 TABLE 150 ASIA PACIFIC: IRRIGATION AUTOMATION MARKET SIZE, BY SYSTEM, 2022–2027 (USD MILLION) 164 TABLE 151 ASIA PACIFIC: IRRIGATION AUTOMATION MARKET SIZE, BY COMPONENT, 2019–2021 (USD MILLION) 164 TABLE 152 ASIA PACIFIC: IRRIGATION AUTOMATION MARKET SIZE, BY COMPONENT, 2022–2027 (USD MILLION) 165 TABLE 153 ASIA PACIFIC: IRRIGATION AUTOMATION MARKET SIZE, BY AUTOMATION TYPE, 2019–2021 (USD MILLION) 165 TABLE 154 ASIA PACIFIC: IRRIGATION AUTOMATION MARKET SIZE, BY AUTOMATION TYPE, 2022–2027 (USD MILLION) 165 TABLE 155 ASIA PACIFIC: IRRIGATION AUTOMATION MARKET SIZE, BY END USE, 2019–2021 (USD MILLION) 166 TABLE 156 ASIA PACIFIC: IRRIGATION AUTOMATION MARKET SIZE, BY END USE, 2022–2027 (USD MILLION) 166 11.4.1 CHINA 166 11.4.1.1 Government policies are targeted at strengthening irrigation infrastructure for better water management 166 TABLE 157 CHINA: IRRIGATION AUTOMATION MARKET SIZE, BY IRRIGATION TYPE, 2019–2021 (MILLION HA) 167 TABLE 158 CHINA: IRRIGATION AUTOMATION MARKET SIZE, BY IRRIGATION TYPE, 2022–2027 (MILLION HA) 167 TABLE 159 CHINA: IRRIGATION AUTOMATION MARKET SIZE, BY IRRIGATION TYPE, 2019–2021 (USD MILLION) 167 TABLE 160 CHINA: IRRIGATION AUTOMATION MARKET SIZE, BY IRRIGATION TYPE, 2022–2027 (USD MILLION) 167 11.4.2 INDIA 168 11.4.2.1 Poor management of water resources and changes in rainfall patterns led to less availability of water for agriculture 168 TABLE 161 INDIA: IRRIGATION AUTOMATION MARKET SIZE, BY IRRIGATION TYPE, 2019–2021 (MILLION HA) 168 TABLE 162 INDIA: IRRIGATION AUTOMATION MARKET SIZE, BY IRRIGATION TYPE, 2022–2027 (MILLION HA) 169 TABLE 163 INDIA: IRRIGATION AUTOMATION MARKET SIZE, BY IRRIGATION TYPE, 2019–2021 (USD MILLION) 169 TABLE 164 INDIA: IRRIGATION AUTOMATION MARKET SIZE, BY IRRIGATION TYPE, 2022–2027 (USD MILLION) 169 11.4.3 JAPAN 169 11.4.3.1 Japan is moving toward robotic farm systems, which increase productivity with minimum use of water, energy, and labor 169 TABLE 165 JAPAN: IRRIGATION AUTOMATION MARKET SIZE, BY IRRIGATION TYPE, 2019–2021 (MILLION HA) 170 TABLE 166 JAPAN: IRRIGATION AUTOMATION MARKET SIZE, BY IRRIGATION TYPE, 2022–2027 (MILLION HA) 170 TABLE 167 JAPAN: IRRIGATION AUTOMATION MARKET SIZE, BY IRRIGATION TYPE, 2019–2021 (USD MILLION) 170 TABLE 168 JAPAN: IRRIGATION AUTOMATION MARKET SIZE, BY IRRIGATION TYPE, 2022–2027 (USD MILLION) 171 11.4.4 AUSTRALIA 171 11.4.4.1 Reducing freshwater level in the Murray-Darling basin pressurizes farmers to adopt more efficient water use techniques in agriculture 171 TABLE 169 AUSTRALIA: IRRIGATION AUTOMATION MARKET SIZE, BY IRRIGATION TYPE, 2019–2021 (MILLION HA) 172 TABLE 170 AUSTRALIA: IRRIGATION AUTOMATION MARKET SIZE, BY IRRIGATION TYPE, 2022–2027 (MILLION HA) 172 TABLE 171 AUSTRALIA: IRRIGATION AUTOMATION MARKET SIZE, BY IRRIGATION TYPE, 2019–2021 (USD MILLION) 172 TABLE 172 AUSTRALIA: IRRIGATION AUTOMATION MARKET SIZE, BY IRRIGATION TYPE, 2022–2027 (USD MILLION) 172 11.4.5 REST OF ASIA PACIFIC 173 11.4.5.1 Growing cultivation of water-demanding crops led to the adoption of surface irrigation automation systems 173 TABLE 173 REST OF ASIA PACIFIC: IRRIGATION AUTOMATION MARKET SIZE, BY IRRIGATION TYPE, 2019–2021 (MILLION HA) 173 TABLE 174 REST OF ASIA PACIFIC: IRRIGATION AUTOMATION MARKET SIZE, BY IRRIGATION TYPE, 2022–2027 (MILLION HA) 174 TABLE 175 REST OF ASIA PACIFIC: IRRIGATION AUTOMATION MARKET SIZE, BY IRRIGATION TYPE, 2019–2021 (USD MILLION) 174 TABLE 176 REST OF ASIA PACIFIC: IRRIGATION AUTOMATION MARKET SIZE, BY IRRIGATION TYPE, 2022–2027 (USD MILLION) 174
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