>亚太数字农业软件市场，按组件（软件和服务）、技术（遥感、制导技术、可变速率技术、机器学习、无线连接等）、应用（无人机分析、精准农业、农业机器人、牲畜监控、温室管理、供应链管理、财务管理等）、国家（中国、韩国、日本、印度、澳大利亚、新加坡、马来西亚、印度尼西亚、泰国、菲律宾和亚太地区其他地区）划分的行业趋势和预测到 2028 年
市场分析与洞察：亚太数字农业软件市场
预计数字农业软件市场将在 2021 年至 2028 年的预测期内实现市场增长。Data Bridge Market Research 分析，在 2021 年至 2028 年的预测期内，该市场的复合年增长率为 13.4%，预计到 2028 年将达到 20.0003 亿美元。对数字农业软件的需求不断增加是数字农业软件市场增长的主要因素。
数字农业软件是为优化和管理农场运营和生产活动而开发的编程工具。该软件有助于自动化各种农场活动，如记录管理、数据存储、监控和简化生产活动。数字农业软件利用数据驱动的洞察力最大限度地提高与农作物和其他作物相关的产量和收入。
实施数字农业软件使日常农业运营更加高效。此外，农民可以降低成本并专注于优质生产，从而提高数字农业软件的利用率和采用率，并成为数字农业软件市场增长的驱动因素。由于缺乏对数字农业软件好处的了解和信任问题，一些地区数字农业软件的采用率较低，这阻碍了增长并成为数字农业软件市场的一个制约因素。物联网有可能在未来改变农业。物联网驱动的农业正在为实现更高效和可持续的农业生产形式铺平道路，这是数字农业软件市场增长的一个机会。据观察，农民对于与公司分享其内部农场数据以获得数字农业软件的好处感到不安全，这对数字农业软件市场的增长是一个挑战。
本数字农业软件市场报告提供了市场份额、新发展和产品渠道分析、国内和本地市场参与者的影响的详细信息，分析了新兴收入领域、市场法规变化、产品审批、战略决策、产品发布、地域扩张和市场技术创新方面的机会。要了解分析和数字农业软件市场情景，请联系 Data Bridge Market Research 获取分析师简报，我们的团队将帮助您创建收入影响解决方案以实现您的预期目标。
数字农业软件市场范围和市场规模
数字农业软件市场根据组件、技术和应用进行细分。细分市场之间的增长有助于您分析利基增长领域和进入市场的策略，并确定您的核心应用领域和目标市场的差异。
- 根据组成部分，数字农业软件市场细分为软件和服务。2021 年，软件部门在市场上占据了更大的份额，原因是农业生产力提高、对实时数据管理的需求不断增长、先进农业技术的采用激增、精准农业软件的广泛实施、注重最大产量生产、收集有关天气状况的必要信息等因素。
- 根据技术，数字农业软件市场细分为遥感、制导技术、可变速率技术、机器学习、无线连接等。2021 年，遥感领域占据了市场的最大份额，因为它支持检测作物水分胁迫、作物种类分类、杂草和作物疾病监测以及绘制作物产量图。
- 根据应用，数字农业软件市场细分为无人机分析、精准农业、农业机器人、牲畜监控、温室管理、供应链管理、财务管理等。2021 年，精准农业领域占据了市场的最大份额，这主要是由于农民倾向于生产更好的食品并获得好价钱、需要提高产量以及充分利用可用的稀缺资源等因素。
亚太数字农业软件市场国家级分析
对亚太数字农业软件市场进行了分析，并按国家、组件、技术和应用提供了上述市场规模信息。
亚太数字农业软件市场报告涵盖的国家包括中国、韩国、日本、印度、澳大利亚、新加坡、马来西亚、印度尼西亚、泰国、菲律宾和亚太其他地区。
由于高度重视农业数字化以及政府在技术采用方面的大力支持等因素，中国在亚太数字化农业软件市场占据主导地位。
报告的国家部分还提供了影响单个市场因素和国内市场法规变化，这些变化影响了市场的当前和未来趋势。新销售、替代销售、国家人口统计、监管法案和进出口关税等数据点是用于预测单个国家市场情景的一些主要指标。此外，在提供国家数据的预测分析时，还考虑了亚太品牌的存在和可用性以及它们因来自本地和国内品牌的激烈或稀少竞争而面临的挑战、销售渠道的影响。
数字农业软件需求不断增长
数字农业软件市场还为您提供每个国家行业增长的详细市场分析，包括销售额、组件销售额、数字农业软件技术发展的影响以及监管环境的变化及其对数字农业软件市场的支持。数据涵盖 2011 年至 2019 年的历史时期。
竞争格局和数字农业软件市场份额分析
数字农业软件市场竞争格局按竞争对手提供详细信息。详细信息包括公司概况、公司财务状况、产生的收入、市场潜力、研发投资、新市场计划、亚太地区业务、生产基地和设施、公司优势和劣势、产品发布、产品试验渠道、产品批准、专利、产品宽度和广度、应用主导地位、技术生命线曲线。以上提供的数据点仅与公司对亚太数字农业软件市场的关注有关。
亚太数字农业软件市场报告涵盖的主要参与者包括拜耳股份公司、CropX inc.、NETAFIM（Orbia 的子公司）、Ag Leader Technology、埃森哲、印孚瑟斯有限公司、雅苒、Trimble Inc.、大疆、Pix4D SA、巴斯夫 SE、爱科集团、约翰迪尔公司和 Topcon 等国内参与者。DBMR 分析师了解竞争优势，并为每个竞争对手分别提供竞争分析。
世界各地的公司也发起了许多产品开发，这也加速了数字农业软件市场的增长。
例如，
- 2020 年 10 月，拜耳股份公司与 XAG 达成合作，在东南亚和巴基斯坦引入、推广和商业化数字农业技术。此次合作使东南亚和巴基斯坦地区的农民能够获得数字农场管理和技术，并帮助他们克服劳动力短缺、水资源短缺等农业挑战。这有助于该公司增强其影响力并在市场上实现增长。
合作、合资和其他战略通过扩大覆盖范围和存在感来提高公司的市场份额。它还通过扩大规模范围为组织提供数字农业软件产品提供了好处。
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目录
1 INTRODUCTION
1.1 OBJECTIVES OF THE STUDY
1.2 MARKET DEFINITION
1.3 OVERVIEW OF ASIA-PACIFIC DIGITAL FARMING SOFTWARE MARKET
1.4 CURRENCY AND PRICING
1.5 LIMITATIONS
1.6 MARKETS COVERED
2 MARKET SEGMENTATION
2.1 MARKETS COVERED
2.2 GEOGRAPHICAL SCOPE
2.3 YEARS CONSIDERED FOR THE STUDY
2.4 DBMR TRIPOD DATA VALIDATION MODEL
2.5 PRIMARY INTERVIEWS WITH KEY OPINION LEADERS
2.6 DBMR MARKET POSITION GRID
2.7 VENDOR SHARE ANALYSIS
2.8 MULTIVARIATE MODELING
2.9 COMPONENT TIMELINE CURVE
2.1 MARKET APPLICATION COVERAGE GRID
2.11 SECONDARY SOURCES
2.12 ASSUMPTIONS
3 EXECUTIVE SUMMARY
4 PREMIUM INSIGHTS
5 MARKET OVERVIEW
5.1 DRIVERS
5.1.1 INCREASING ADOPTION OF DIGITAL FARMING SOFTWARE
5.1.2 INCREASING AWARENESS FOR WEATHER TRACKING & FORECASTING
5.1.3 GOVERNMENT’S INITIATIVES TO ADOPT MODERN AGRICULTURAL TECHNIQUES
5.1.4 INCREASING UTILIZATION OF SMART FARMING
5.1.5 GROWING ADOPTION OF ADVANCED TECHNOLOGY
5.2 RESTRAINTS
5.2.1 LACK OF ADOPTION RATE
5.2.2 HIGH INITIAL CAPITAL INVESTMENT
5.2.3 LACK OF AWARENESS REGARDING DIGITAL FARMING
5.3 OPPORTUNITIES
5.3.1 EMERGENCE OF IOT IN AGRICULTURAL OPERATIONS
5.3.2 GROWING USAGE OF SMARTPHONES
5.3.3 EMERGENCE OF AGRICULTURE 4.0
5.3.4 RAPID DIGITALIZATION IN THE AGRICULTURAL SECTOR
5.4 CHALLENGES
5.4.1 DEARTH OF TECHNICAL EXPERTISE
5.4.2 LACK OF STANDARDIZATION
5.4.3 UNCERTAINTY TO SHARE INTERNAL FARM DATA WITH COMPANIES
6 COVID-19 IMPACT ON ASIA-PACIFIC DIGITAL FARMING SOFTWARE MARKET
6.1 ANALYSIS ON IMPACT OF COVID-19 ON THE MARKET
6.2 AFTERMATH OF COVID-19 AND GOVERNMENT INITIATIVE TO BOOST THE MARKET
6.3 STRATEGIC DECISIONS FOR MANUFACTURERS AFTER COVID-19 TO GAIN COMPETITIVE MARKET SHARE
6.4 IMPACT ON PRICE
6.5 IMPACT ON DEMAND
6.6 IMPACT ON SUPPLY CHAIN
6.7 CONCLUSION
7 ASIA-PACIFIC DIGITAL FARMING SOFTWARE MARKET, BY COMPONENT
7.1 OVERVIEW
7.2 SOFTWARE
7.2.1 CLOUD
7.2.2 LOCAL/WEB BASED
7.3 SERVICES
7.3.1 MANAGED SERVICES
7.3.1.1 FARM OPERATION SERVICES
7.3.1.2 DATA SERVICES
7.3.1.3 ANALYTICS SERVICES
7.3.2 PROFESSIONAL SERVICES
7.3.2.1 CONSULTING
7.3.2.2 DEPLOYMENT AND INTEGRATION
7.3.2.3 SUPPORT AND MAINTENANCE
8 ASIA-PACIFIC DIGITAL FARMING SOFTWARE MARKET, BY TECHNOLOGY
8.1 OVERVIEW
8.2 REMOTE SENSING
8.2.1 HANDHELD OR GROUND-BASED SENSING
8.2.2 SATELLITE OR AERIAL SENSING
8.3 GUIDANCE TECHNOLOGY
8.3.1 ASIA-PACIFIC POSITIONING SYSTEM (GPS)/ ASIA-PACIFIC SATELLITE NAVIGATION SYSTEM (GNSS)
8.3.2 ASIA-PACIFIC INFORMATION SYSTEM (GIS)
8.4 WIRELESS CONNECTIVITY
8.4.1 CELLULAR
8.4.2 BLUETOOTH
8.4.3 WI-FI
8.4.4 ZIGBEE
8.4.5 LORA
8.4.6 OTHERS
8.5 VARIABLE RATE TECHNOLOGY
8.5.1 MAP-BASED VRT
8.5.2 SENSOR-BASED VRT
8.6 MACHINE LEARNING
8.7 OTHERS
9 ASIA-PACIFIC DIGITAL FARMING SOFTWARE MARKET, BY APPLICATION
9.1 OVERVIEW
9.2 PRECISION FARMING
9.2.1 BY TYPE
9.2.1.1 Yield Monitoring
9.2.1.1.1 ON FARM
9.2.1.1.2 OFF FARM
9.2.1.2 field mapping
9.2.1.3 Crop and Soil Monitoring
9.2.1.4 Crop Scouting
9.2.1.5 Weather Tracking and Forecasting
9.2.1.6 irrigation management
9.2.1.7 OTHERS
9.2.2 BY TECHNOLOGY
9.2.2.1 remote sensing
9.2.2.2 guidance technology
9.2.2.3 variable rate technology
9.2.2.4 machine learning
9.2.2.5 wireless connectivity
9.2.2.6 others
9.3 LIVESTOCK MONITORING
9.3.1 BY TECHNOLOGY
9.3.1.1 remote sensing
9.3.1.2 guidance technology
9.3.1.3 variable rate technology
9.3.1.4 machine learning
9.3.1.5 wireless connectivity
9.3.1.6 OTHERS
9.4 GREENHOUSE MANAGEMENT
9.4.1 BY TECHNOLOGY
9.4.1.1 remote sensing
9.4.1.2 guidance technology
9.4.1.3 variable rate technology
9.4.1.4 machine learning
9.4.1.5 wireless connectivity
9.4.1.6 OTHERS
9.5 SUPPLY CHAIN MANAGEMENT
9.5.1 BY TECHNOLOGY
9.5.1.1 remote sensing
9.5.1.2 guidance technology
9.5.1.3 variable rate technology
9.5.1.4 machine learning
9.5.1.5 wireless connectivity
9.5.1.6 OTHERS
9.6 DRONE ANALYTICS
9.6.1 BY TECHNOLOGY
9.6.1.1 remote sensing
9.6.1.2 guidance technology
9.6.1.3 variable rate technology
9.6.1.4 machine learning
9.6.1.5 wireless connectivity
9.6.1.6 OTHERS
9.7 FINANCIAL MANAGEMENT
9.7.1 BY TECHNOLOGY
9.7.1.1 remote sensing
9.7.1.2 guidance technology
9.7.1.3 variable rate technology
9.7.1.4 machine learning
9.7.1.5 wireless connectivity
9.7.1.6 OTHERS
9.8 AGRICULTURE ROBOTS
9.8.1 BY TECHNOLOGY
9.8.1.1 remote sensing
9.8.1.2 guidance technology
9.8.1.3 variable rate technology
9.8.1.4 machine learning
9.8.1.5 wireless connectivity
9.8.1.6 OTHERS
9.9 OTHERS
10 ASIA-PACIFIC DIGITAL FARMING SOFTWARE MARKET, BY GEOGRAPHY
10.1 ASIA-PACIFIC
10.1.1 CHINA
10.1.2 JAPAN
10.1.3 SOUTH KOREA
10.1.4 AUSTRALIA
10.1.5 INDIA
10.1.6 SINGAPORE
10.1.7 THAILAND
10.1.8 MALAYSIA
10.1.9 INDONESIA
10.1.10 PHILIPPINES
10.1.11 REST OF ASIA-PACIFIC
11 ASIA-PACIFIC DIGITAL FARMING SOFTWARE MARKET: COMPANY LANDSCAPE
11.1 COMPANY SHARE ANALYSIS: ASIA-PACIFIC
12 SWOT ANALYSIS
13 COMPANY SHARE ANALYSIS
13.1 BAYER AG
13.1.1 COMPANY SNAPSHOT
13.1.2 REVENUE ANALYSIS
13.1.3 COMPANY SHARE ANALYSIS
13.1.4 PRODUCT PORTFOLIO
13.1.5 RECENT DEVELOPMENTS
13.2 DEERE & COMPANY
13.2.1 COMPANY SNAPSHOT
13.2.2 REVENUE ANALYSIS
13.2.3 COMPANY SHARE ANALYSIS
13.2.4 PRODUCT PORTFOLIO
13.2.5 RECENT DEVELOPMENTS
13.3 SYNGENTA
13.3.1 COMPANY SNAPSHOT
13.3.2 COMPANY SHARE ANALYSIS
13.3.3 PRODUCT PORTFOLIO
13.3.4 RECENT DEVELOPMENTS
13.4 BASF SE
13.4.1 COMPANY SNAPSHOT
13.4.2 REVENUE ANALYSIS
13.4.3 COMPANY SHARE ANALYSIS
13.4.4 PRODUCT PORTFOLIO
13.4.5 RECENT DEVELOPMENTS
13.5 YARA
13.5.1 COMPANY SNAPSHOT
13.5.2 REVENUE ANALYSIS
13.5.3 COMPANY SHARE ANALYSIS
13.5.4 PRODUCT PORTFOLIO
13.5.5 RECENT DEVELOPMENTS
13.6 ACCENTURE
13.6.1 COMPANY SNAPSHOT
13.6.2 REVENUE ANALYSIS
13.6.3 COMPANY SHARE ANALYSIS
13.6.4 PRODUCT PORTFOLIO
13.6.5 RECENT DEVELOPMENTS
13.7 AEROVIRONMENT, INC.
13.7.1 COMPANY SNAPSHOT
13.7.2 REVENUE ANALYSIS
13.7.3 COMPANY SHARE ANALYSIS
13.7.4 PRODUCT PORTFOLIO
13.7.5 RECENT DEVELOPMENTS
13.8 AG LEADER TECHNOLOGY
13.8.1 COMPANY SNAPSHOT
13.8.2 PRODUCT PORTFOLIO
13.8.3 RECENT DEVELOPMENT
13.9 AGCO CORPORATION
13.9.1 COMPANY SNAPSHOT
13.9.2 REVENUE ANALYSIS
13.9.3 PRODUCT PORTFOLIO
13.9.4 RECENT DEVELOPMENTS
13.1 AGREMO
13.10.1 COMPANY SNAPSHOT
13.10.2 PRODUCT PORTFOLIO
13.10.3 RECENT DEVELOPMENT
13.11 BAYWA AG
13.11.1 COMPANY SNAPSHOT
13.11.2 REVENUE ANALYSIS
13.11.3 PRODUCT PORTFOLIO
13.11.4 RECENT DEVELOPMENTS
13.12 CROPX INC.
13.12.1 COMPANY SNAPSHOT
13.12.2 PRODUCT PORTFOLIO
13.12.3 RECENT DEVELOPMENTS
13.13 DJI
13.13.1 COMPANY SNAPSHOT
13.13.2 PRODUCT PORTFOLIO
13.13.3 RECENT DEVELOPMENT
13.14 DRAGONFLY IT
13.14.1 COMPANY SNAPSHOT
13.14.2 PRODUCT PORTFOLIO
13.14.3 RECENT DEVELOPMENT
13.15 EAGROOP, LDA
13.15.1 COMPANY SNAPSHOT
13.15.2 PRODUCT PORTFOLIO
13.15.3 RECENT DEVELOPMENT
13.16 EZ LAB SRL
13.16.1 COMPANY SNAPSHOT
13.16.2 PRODUCT PORTFOLIO
13.16.3 RECENT DEVELOPMENT
13.17 FARMER'S BUSINESS NETWORK, INC.
13.17.1 COMPANY SNAPSHOT
13.17.2 PRODUCT PORTFOLIO
13.17.3 RECENT DEVELOPMENT
13.18 FARMERS EDGE INC.
13.18.1 COMPANY SNAPSHOT
13.18.2 PRODUCT PORTFOLIO
13.18.3 RECENT DEVELOPMENTS
13.19 FARMFACTS GMBH
13.19.1 COMPANY SNAPSHOT
13.19.2 PRODUCT PORTFOLIO
13.19.3 RECENT DEVELOPMENT
13.2 FIELD MARGIN LTD.
13.20.1 COMPANY SNAPSHOT
13.20.2 PRODUCT PORTFOLIO
13.20.3 RECENT DEVELOPMENTS
13.21 GAMAYA
13.21.1 COMPANY SNAPSHOT
13.21.2 PRODUCT PORTFOLIO
13.21.3 RECENT DEVELOPMENTS
13.22 GRANULAR, INC. (A SUBSIDIARY OF CORTEVA)
13.22.1 COMPANY SNAPSHOT
13.22.2 REVENUE ANALYSIS
13.22.3 PRODUCT PORTFOLIO
13.22.4 RECENT DEVELOPMENTS
13.23 HEXAGON AGRICULTURE (A SUBSIDIARY OF HEXAGON)
13.23.1 COMPANY SNAPSHOT
13.23.2 REVENUE ANALYSIS
13.23.3 PRODUCT PORTFOLIO
13.23.4 RECENT DEVELOPMENTS
13.24 INFOSYS LIMITED
13.24.1 COMPANY SNAPSHOT
13.24.2 REVENUE ANALYSIS
13.24.3 PRODUCT PORTFOLIO
13.24.4 RECENT DEVELOPMENT
13.25 LUDA.FARM AB
13.25.1 COMPANY SNAPSHOT
13.25.2 PRODUCT PORTFOLIO
13.25.3 RECENT DEVELOPMENT
13.26 NETAFIM (A SUBSIDIARY OF ORBIA)
13.26.1 COMPANY SNAPSHOT
13.26.2 REVENUE ANALYSIS
13.26.3 PRODUCT PORTFOLIO
13.26.4 RECENT DEVELOPMENT
13.27 PIX4D SA
13.27.1 COMPANY SNAPSHOT
13.27.2 PRODUCT PORTFOLIO
13.27.3 RECENT DEVELOPMENT
13.28 PRECISIONHAWK, INC.
13.28.1 COMPANY SNAPSHOT
13.28.2 SOFTWARE PORTFOLIO
13.28.3 RECENT DEVELOPMENTS
13.29 RAVEN INDUSTRIES, INC.
13.29.1 COMPANY SNAPSHOT
13.29.2 REVENUE ANALYSIS
13.29.3 PRODUCT PORTFOLIO
13.29.4 RECENT DEVELOPMENTS
13.3 TOPCON
13.30.1 COMPANY SNAPSHOT
13.30.2 REVENUE ANALYSIS
13.30.3 PRODUCT PORTFOLIO
13.30.4 RECENT DEVELOPMENTS
13.31 TRIMBLE INC.
13.31.1 COMPANY SNAPSHOT
13.31.2 REVENUE ANALYSIS
13.31.3 SOLUTION PORTFOLIO
13.31.4 RECENT DEVELOPMENTS
14 QUESTIONNAIRE
15 RELATED REPORTS
表格列表
TABLE 1 ASIA-PACIFIC DIGITAL FARMING SOFTWARE MARKET, BY COMPONENT, MARKET FORECAST 2021-2028 (USD MILLION)
TABLE 2 ASIA-PACIFIC SOFTWARE IN DIGITAL FARMING SOFTWARE MARKET, BY REGION,2021-2028, (USD MILLION)
TABLE 3 ASIA-PACIFIC SOFTWARE IN DIGITAL FARMING SOFTWARE MARKET, BY TYPE, 2021-2028, (USD MILLION)
TABLE 4 ASIA-PACIFIC SERVICES IN DIGITAL FARMING SOFTWARE MARKET, BY REGION,2021-2028, (USD MILLION)
TABLE 5 ASIA-PACIFIC SERVICES IN DIGITAL FARMING SOFTWARE MARKET, BY TYPE,2021-2028, (USD MILLION)
TABLE 6 ASIA-PACIFIC MANAGED SERVICES IN DIGITAL FARMING SOFTWARE MARKET, BY TYPE,2021-2028, (USD MILLION)
TABLE 7 ASIA-PACIFIC PROFESSIONAL SERVICES IN DIGITAL FARMING SOFTWARE MARKET, BY TYPE,2021-2028, (USD MILLION)
TABLE 8 ASIA-PACIFIC DIGITAL FARMING SOFTWARE MARKET, BY TECHNOLOGY, MARKET FORECAST 2021-2028 (USD MILLION)
TABLE 9 ASIA-PACIFIC REMOTE SENSING IN DIGITAL FARMING SOFTWARE MARKET, BY REGION,2021-2028, (USD MILLION)
TABLE 10 ASIA-PACIFIC REMOTE SENSING IN DIGITAL FARMING SOFTWARE MARKET, BY TYPE,2021-2028, (USD MILLION)
TABLE 11 ASIA-PACIFIC GUIDANCE TECHNOLOGY IN DIGITAL FARMING SOFTWARE MARKET, BY REGION,2021-2028, (USD MILLION)
TABLE 12 ASIA-PACIFIC GUIDANCE TECHNOLOGY IN DIGITAL FARMING SOFTWARE MARKET, BY TYPE,2021-2028, (USD MILLION)
TABLE 13 ASIA-PACIFIC WIRELESS CONNECTIVITY IN DIGITAL FARMING SOFTWARE MARKET, BY REGION,2021-2028, (USD MILLION)
TABLE 14 ASIA-PACIFIC WIRELESS CONNECTIVITY IN DIGITAL FARMING SOFTWARE MARKET, BY TYPE,2021-2028, (USD MILLION)
TABLE 15 ASIA-PACIFIC VARIABLE RATE TECHNOLOGY IN DIGITAL FARMING SOFTWARE MARKET, BY REGION,2021-2028, (USD MILLION)
TABLE 16 ASIA-PACIFIC VARIABLE RATE TECHNOLOGY IN DIGITAL FARMING SOFTWARE MARKET, BY TYPE,2021-2028, (USD MILLION)
TABLE 17 ASIA-PACIFIC MACHINE LEARNING IN DIGITAL FARMING SOFTWARE MARKET, BY REGION,2021-2028, (USD MILLION)
TABLE 18 ASIA-PACIFIC OTHERS IN DIGITAL FARMING SOFTWARE MARKET, BY REGION,2021-2028, (USD MILLION)
TABLE 19 ASIA-PACIFIC DIGITAL FARMING SOFTWARE MARKET, BY APPLICATION, MARKET FORECAST 2021-2028 (USD MILLION)
TABLE 20 ASIA-PACIFIC PRECISION FARMING IN DIGITAL FARMING SOFTWARE MARKET, BY REGION,2021-2028, (USD MILLION)
TABLE 21 ASIA-PACIFIC PRECISION FARMING IN DIGITAL FARMING SOFTWARE MARKET, BY TYPE,2021-2028, (USD MILLION)
TABLE 22 ASIA-PACIFIC YIELD MONITORING IN DIGITAL FARMING SOFTWARE MARKET, BY TYPE,2021-2028, (USD MILLION)
TABLE 23 ASIA-PACIFIC PRECISION FARMING IN DIGITAL FARMING SOFTWARE MARKET, BY TECHNOLOGY,2021-2028, (USD MILLION)
TABLE 24 ASIA-PACIFIC LIVESTOCK MONITORING IN DIGITAL FARMING SOFTWARE MARKET, BY REGION,2021-2028, (USD MILLION)
TABLE 25 ASIA-PACIFIC LIVESTOCK MONITORING IN DIGITAL FARMING SOFTWARE MARKET, BY TECHNOLOGY,2021-2028, (USD MILLION)
TABLE 26 ASIA-PACIFIC GREENHOUSE MANAGEMENT IN DIGITAL FARMING SOFTWARE MARKET, BY REGION,2021-2028, (USD MILLION)
TABLE 27 ASIA-PACIFIC GREENHOUSE MANAGEMENT IN DIGITAL FARMING SOFTWARE MARKET, BY TECHNOLOGY,2021-2028, (USD MILLION)
TABLE 28 ASIA-PACIFIC SUPPLY CHAIN MANAGEMENT IN DIGITAL FARMING SOFTWARE MARKET, BY REGION,2021-2028, (USD MILLION)
TABLE 29 ASIA-PACIFIC SUPPLY CHAIN MANAGEMENT IN DIGITAL FARMING SOFTWARE MARKET, BY TECHNOLOGY,2021-2028, (USD MILLION)
TABLE 30 ASIA-PACIFIC DRONE ANALYTICS IN DIGITAL FARMING SOFTWARE MARKET, BY REGION,2021-2028, (USD MILLION)
TABLE 31 ASIA-PACIFIC DRONE ANALYTICS IN DIGITAL FARMING SOFTWARE MARKET, BY TECHNOLOGY,2021-2028, (USD MILLION)
TABLE 32 ASIA-PACIFIC FINANCIAL MANAGEMENT IN DIGITAL FARMING SOFTWARE MARKET, BY REGION,2021-2028, (USD MILLION)
TABLE 33 ASIA-PACIFIC FINANCIAL MANAGEMENT IN DIGITAL FARMING SOFTWARE MARKET, BY TECHNOLOGY,2021-2028, (USD MILLION)
TABLE 34 ASIA-PACIFIC AGRICULTURE ROBOTS IN DIGITAL FARMING SOFTWARE MARKET, BY REGION,2021-2028, (USD MILLION)
TABLE 35 ASIA-PACIFIC AGRICULTURE ROBOTS IN DIGITAL FARMING SOFTWARE MARKET, BY TECHNOLOGY,2021-2028, (USD MILLION)
TABLE 36 ASIA-PACIFIC OTHERS IN DIGITAL FARMING SOFTWARE MARKET, BY REGION,2021-2028, (USD MILLION)
TABLE 37 ASIA-PACIFIC DIGITAL FARMING SOFTWARE MARKET, BY COUNTRY, 2019-2028 (USD MILLION)
TABLE 38 ASIA-PACIFIC DIGITAL FARMING SOFTWARE MARKET, BY COMPONENT, 2019-2028 (USD MILLION)
TABLE 39 ASIA-PACIFIC SOFTWARE IN DIGITAL FARMING SOFTWARE MARKET, BY TYPE, 2019-2028 (USD MILLION)
TABLE 40 ASIA-PACIFIC SERVICES IN DIGITAL FARMING SOFTWARE MARKET, BY TYPE, 2019-2028 (USD MILLION)
TABLE 41 ASIA-PACIFIC MANAGED SERVICES IN DIGITAL FARMING SOFTWARE MARKET, BY TYPE, 2019-2028 (USD MILLION)
TABLE 42 ASIA-PACIFIC PROFESSIONAL SERVICES IN DIGITAL FARMING SOFTWARE MARKET, BY TYPE, 2019-2028 (USD MILLION)
TABLE 43 ASIA-PACIFIC DIGITAL FARMING SOFTWARE MARKET, BY TECHNOLOGY, 2019-2028 (USD MILLION)
TABLE 44 ASIA-PACIFIC REMOTE SENSING IN DIGITAL FARMING SOFTWARE MARKET, BY TYPE, 2019-2028 (USD MILLION)
TABLE 45 ASIA-PACIFIC GUIDANCE TECHNOLOGY IN DIGITAL FARMING SOFTWARE MARKET, BY TYPE, 2019-2028 (USD MILLION)
TABLE 46 ASIA-PACIFIC VARIABLE RATE TECHNOLOGY IN DIGITAL FARMING SOFTWARE MARKET, BY TYPE, 2019-2028 (USD MILLION)
TABLE 47 ASIA-PACIFIC WIRELESS CONNECTIVITY IN DIGITAL FARMING SOFTWARE MARKET, BY TYPE, 2019-2028 (USD MILLION)
TABLE 48 ASIA-PACIFIC DIGITAL FARMING SOFTWARE MARKET, BY APPLICATION, 2019-2028 (USD MILLION)
TABLE 49 ASIA-PACIFIC PRECISION FARMING IN DIGITAL FARMING SOFTWARE MARKET, BY TYPE, 2019-2028 (USD MILLION)
TABLE 50 ASIA-PACIFIC YIELD MONITORING IN DIGITAL FARMING SOFTWARE MARKET, BY TYPE, 2019-2028 (USD MILLION)
TABLE 51 ASIA-PACIFIC PRECISION FARMING IN DIGITAL FARMING SOFTWARE MARKET, BY TECHNOLOGY, 2019-2028 (USD MILLION)
TABLE 52 ASIA-PACIFIC LIVESTOCK MONITORING IN DIGITAL FARMING SOFTWARE MARKET, BY TECHNOLOGY, 2019-2028 (USD MILLION)
TABLE 53 ASIA-PACIFIC GREENHOUSE MANAGEMENT IN DIGITAL FARMING SOFTWARE MARKET, BY TECHNOLOGY, 2019-2028 (USD MILLION)
TABLE 54 ASIA-PACIFIC SUPPLY CHAIN MANAGEMENT IN DIGITAL FARMING SOFTWARE MARKET, BY TECHNOLOGY, 2019-2028 (USD MILLION)
TABLE 55 ASIA-PACIFIC FINANCIAL MANAGEMENT IN DIGITAL FARMING SOFTWARE MARKET, BY TECHNOLOGY, 2019-2028 (USD MILLION)
TABLE 56 ASIA-PACIFIC DRONE ANALYTICS IN DIGITAL FARMING SOFTWARE MARKET, BY TECHNOLOGY, 2019-2028 (USD MILLION)
TABLE 57 ASIA-PACIFIC AGRICULTURE ROBOTS IN DIGITAL FARMING SOFTWARE MARKET, BY TECHNOLOGY, 2019-2028 (USD MILLION)
TABLE 58 CHINA DIGITAL FARMING SOFTWARE MARKET, BY COMPONENT, 2019-2028 (USD MILLION)
TABLE 59 CHINA SOFTWARE IN DIGITAL FARMING SOFTWARE MARKET, BY TYPE, 2019-2028 (USD MILLION)
TABLE 60 CHINA SERVICES IN DIGITAL FARMING SOFTWARE MARKET, BY TYPE, 2019-2028 (USD MILLION)
TABLE 61 CHINA MANAGED SERVICES IN DIGITAL FARMING SOFTWARE MARKET, BY TYPE, 2019-2028 (USD MILLION)
TABLE 62 CHINA PROFESSIONAL SERVICES IN DIGITAL FARMING SOFTWARE MARKET, BY TYPE, 2019-2028 (USD MILLION)
TABLE 63 CHINA DIGITAL FARMING SOFTWARE MARKET, BY TECHNOLOGY, 2019-2028 (USD MILLION)
TABLE 64 CHINA REMOTE SENSING IN DIGITAL FARMING SOFTWARE MARKET, BY TYPE, 2019-2028 (USD MILLION)
TABLE 65 CHINA GUIDANCE TECHNOLOGY IN DIGITAL FARMING SOFTWARE MARKET, BY TYPE, 2019-2028 (USD MILLION)
TABLE 66 CHINA VARIABLE RATE TECHNOLOGY IN DIGITAL FARMING SOFTWARE MARKET, BY TYPE, 2019-2028 (USD MILLION)
TABLE 67 CHINA WIRELESS CONNECTIVITY IN DIGITAL FARMING SOFTWARE MARKET, BY TYPE, 2019-2028 (USD MILLION)
TABLE 68 CHINA DIGITAL FARMING SOFTWARE MARKET, BY APPLICATION, 2019-2028 (USD MILLION)
TABLE 69 CHINA PRECISION FARMING IN DIGITAL FARMING SOFTWARE MARKET, BY TYPE, 2019-2028 (USD MILLION)
TABLE 70 CHINA YIELD MONITORING IN DIGITAL FARMING SOFTWARE MARKET, BY TYPE, 2019-2028 (USD MILLION)
TABLE 71 CHINA PRECISION FARMING IN DIGITAL FARMING SOFTWARE MARKET, BY TECHNOLOGY, 2019-2028 (USD MILLION)
TABLE 72 CHINA LIVESTOCK MONITORING IN DIGITAL FARMING SOFTWARE MARKET, BY TECHNOLOGY, 2019-2028 (USD MILLION)
TABLE 73 CHINA GREENHOUSE MANAGEMENT IN DIGITAL FARMING SOFTWARE MARKET, BY TECHNOLOGY, 2019-2028 (USD MILLION)
TABLE 74 CHINA SUPPLY CHAIN MANAGEMENT IN DIGITAL FARMING SOFTWARE MARKET, BY TECHNOLOGY, 2019-2028 (USD MILLION)
TABLE 75 CHINA FINANCIAL MANAGEMENT IN DIGITAL FARMING SOFTWARE MARKET, BY TECHNOLOGY, 2019-2028 (USD MILLION)
TABLE 76 CHINA DRONE ANALYTICS IN DIGITAL FARMING SOFTWARE MARKET, BY TECHNOLOGY, 2019-2028 (USD MILLION)
TABLE 77 CHINA AGRICULTURE ROBOTS IN DIGITAL FARMING SOFTWARE MARKET, BY TECHNOLOGY, 2019-2028 (USD MILLION)
TABLE 78 JAPAN DIGITAL FARMING SOFTWARE MARKET, BY COMPONENT, 2019-2028 (USD MILLION)
TABLE 79 JAPAN SOFTWARE IN DIGITAL FARMING SOFTWARE MARKET, BY TYPE, 2019-2028 (USD MILLION)
TABLE 80 JAPAN SERVICES IN DIGITAL FARMING SOFTWARE MARKET, BY TYPE, 2019-2028 (USD MILLION)
TABLE 81 JAPAN MANAGED SERVICES IN DIGITAL FARMING SOFTWARE MARKET, BY TYPE, 2019-2028 (USD MILLION)
TABLE 82 JAPAN PROFESSIONAL SERVICES IN DIGITAL FARMING SOFTWARE MARKET, BY TYPE, 2019-2028 (USD MILLION)
TABLE 83 JAPAN DIGITAL FARMING SOFTWARE MARKET, BY TECHNOLOGY, 2019-2028 (USD MILLION)
TABLE 84 JAPAN REMOTE SENSING IN DIGITAL FARMING SOFTWARE MARKET, BY TYPE, 2019-2028 (USD MILLION)
TABLE 85 JAPAN GUIDANCE TECHNOLOGY IN DIGITAL FARMING SOFTWARE MARKET, BY TYPE, 2019-2028 (USD MILLION)
TABLE 86 JAPAN VARIABLE RATE TECHNOLOGY IN DIGITAL FARMING SOFTWARE MARKET, BY TYPE, 2019-2028 (USD MILLION)
TABLE 87 JAPAN WIRELESS CONNECTIVITY IN DIGITAL FARMING SOFTWARE MARKET, BY TYPE, 2019-2028 (USD MILLION)
TABLE 88 JAPAN DIGITAL FARMING SOFTWARE MARKET, BY APPLICATION, 2019-2028 (USD MILLION)
TABLE 89 JAPAN PRECISION FARMING IN DIGITAL FARMING SOFTWARE MARKET, BY TYPE, 2019-2028 (USD MILLION)
TABLE 90 JAPAN YIELD MONITORING IN DIGITAL FARMING SOFTWARE MARKET, BY TYPE, 2019-2028 (USD MILLION)
TABLE 91 JAPAN PRECISION FARMING IN DIGITAL FARMING SOFTWARE MARKET, BY TECHNOLOGY, 2019-2028 (USD MILLION)
TABLE 92 JAPAN LIVESTOCK MONITORING IN DIGITAL FARMING SOFTWARE MARKET, BY TECHNOLOGY, 2019-2028 (USD MILLION)
TABLE 93 JAPAN GREENHOUSE MANAGEMENT IN DIGITAL FARMING SOFTWARE MARKET, BY TECHNOLOGY, 2019-2028 (USD MILLION)
TABLE 94 JAPAN SUPPLY CHAIN MANAGEMENT IN DIGITAL FARMING SOFTWARE MARKET, BY TECHNOLOGY, 2019-2028 (USD MILLION)
TABLE 95 JAPAN FINANCIAL MANAGEMENT IN DIGITAL FARMING SOFTWARE MARKET, BY TECHNOLOGY, 2019-2028 (USD MILLION)
TABLE 96 JAPAN DRONE ANALYTICS IN DIGITAL FARMING SOFTWARE MARKET, BY TECHNOLOGY, 2019-2028 (USD MILLION)
TABLE 97 JAPAN AGRICULTURE ROBOTS IN DIGITAL FARMING SOFTWARE MARKET, BY TECHNOLOGY, 2019-2028 (USD MILLION)
TABLE 98 SOUTH KOREA DIGITAL FARMING SOFTWARE MARKET, BY COMPONENT, 2019-2028 (USD MILLION)
TABLE 99 SOUTH KOREA SOFTWARE IN DIGITAL FARMING SOFTWARE MARKET, BY TYPE, 2019-2028 (USD MILLION)
TABLE 100 SOUTH KOREA SERVICES IN DIGITAL FARMING SOFTWARE MARKET, BY TYPE, 2019-2028 (USD MILLION)
TABLE 101 SOUTH KOREA MANAGED SERVICES IN DIGITAL FARMING SOFTWARE MARKET, BY TYPE, 2019-2028 (USD MILLION)
TABLE 102 SOUTH KOREA PROFESSIONAL SERVICES IN DIGITAL FARMING SOFTWARE MARKET, BY TYPE, 2019-2028 (USD MILLION)
TABLE 103 SOUTH KOREA DIGITAL FARMING SOFTWARE MARKET, BY TECHNOLOGY, 2019-2028 (USD MILLION)
TABLE 104 SOUTH KOREA REMOTE SENSING IN DIGITAL FARMING SOFTWARE MARKET, BY TYPE, 2019-2028 (USD MILLION)
TABLE 105 SOUTH KOREA GUIDANCE TECHNOLOGY IN DIGITAL FARMING SOFTWARE MARKET, BY TYPE, 2019-2028 (USD MILLION)
TABLE 106 SOUTH KOREA VARIABLE RATE TECHNOLOGY IN DIGITAL FARMING SOFTWARE MARKET, BY TYPE, 2019-2028 (USD MILLION)
TABLE 107 SOUTH KOREA WIRELESS CONNECTIVITY IN DIGITAL FARMING SOFTWARE MARKET, BY TYPE, 2019-2028 (USD MILLION)
TABLE 108 SOUTH KOREA DIGITAL FARMING SOFTWARE MARKET, BY APPLICATION, 2019-2028 (USD MILLION)
TABLE 109 SOUTH KOREA PRECISION FARMING IN DIGITAL FARMING SOFTWARE MARKET, BY TYPE, 2019-2028 (USD MILLION)
TABLE 110 SOUTH KOREA YIELD MONITORING IN DIGITAL FARMING SOFTWARE MARKET, BY TYPE, 2019-2028 (USD MILLION)
TABLE 111 SOUTH KOREA PRECISION FARMING IN DIGITAL FARMING SOFTWARE MARKET, BY TECHNOLOGY, 2019-2028 (USD MILLION)
TABLE 112 SOUTH KOREA LIVESTOCK MONITORING IN DIGITAL FARMING SOFTWARE MARKET, BY TECHNOLOGY, 2019-2028 (USD MILLION)
TABLE 113 SOUTH KOREA GREENHOUSE MANAGEMENT IN DIGITAL FARMING SOFTWARE MARKET, BY TECHNOLOGY, 2019-2028 (USD MILLION)
TABLE 114 SOUTH KOREA SUPPLY CHAIN MANAGEMENT IN DIGITAL FARMING SOFTWARE MARKET, BY TECHNOLOGY, 2019-2028 (USD MILLION)
TABLE 115 SOUTH KOREA FINANCIAL MANAGEMENT IN DIGITAL FARMING SOFTWARE MARKET, BY TECHNOLOGY, 2019-2028 (USD MILLION)
TABLE 116 SOUTH KOREA DRONE ANALYTICS IN DIGITAL FARMING SOFTWARE MARKET, BY TECHNOLOGY, 2019-2028 (USD MILLION)
TABLE 117 SOUTH KOREA AGRICULTURE ROBOTS IN DIGITAL FARMING SOFTWARE MARKET, BY TECHNOLOGY, 2019-2028 (USD MILLION)
TABLE 118 AUSTRALIA DIGITAL FARMING SOFTWARE MARKET, BY COMPONENT, 2019-2028 (USD MILLION)
TABLE 119 AUSTRALIA SOFTWARE IN DIGITAL FARMING SOFTWARE MARKET, BY TYPE, 2019-2028 (USD MILLION)
TABLE 120 AUSTRALIA SERVICES IN DIGITAL FARMING SOFTWARE MARKET, BY TYPE, 2019-2028 (USD MILLION)
TABLE 121 AUSTRALIA MANAGED SERVICES IN DIGITAL FARMING SOFTWARE MARKET, BY TYPE, 2019-2028 (USD MILLION)
TABLE 122 AUSTRALIA PROFESSIONAL SERVICES IN DIGITAL FARMING SOFTWARE MARKET, BY TYPE, 2019-2028 (USD MILLION)
TABLE 123 AUSTRALIA DIGITAL FARMING SOFTWARE MARKET, BY TECHNOLOGY, 2019-2028 (USD MILLION)
TABLE 124 AUSTRALIA REMOTE SENSING IN DIGITAL FARMING SOFTWARE MARKET, BY TYPE, 2019-2028 (USD MILLION)
TABLE 125 AUSTRALIA GUIDANCE TECHNOLOGY IN DIGITAL FARMING SOFTWARE MARKET, BY TYPE, 2019-2028 (USD MILLION)
TABLE 126 AUSTRALIA VARIABLE RATE TECHNOLOGY IN DIGITAL FARMING SOFTWARE MARKET, BY TYPE, 2019-2028 (USD MILLION)
TABLE 127 AUSTRALIA WIRELESS CONNECTIVITY IN DIGITAL FARMING SOFTWARE MARKET, BY TYPE, 2019-2028 (USD MILLION)
TABLE 128 AUSTRALIA DIGITAL FARMING SOFTWARE MARKET, BY APPLICATION, 2019-2028 (USD MILLION)
TABLE 129 AUSTRALIA PRECISION FARMING IN DIGITAL FARMING SOFTWARE MARKET, BY TYPE, 2019-2028 (USD MILLION)
TABLE 130 AUSTRALIA YIELD MONITORING IN DIGITAL FARMING SOFTWARE MARKET, BY TYPE, 2019-2028 (USD MILLION)
TABLE 131 AUSTRALIA PRECISION FARMING IN DIGITAL FARMING SOFTWARE MARKET, BY TECHNOLOGY, 2019-2028 (USD MILLION)
TABLE 132 AUSTRALIA LIVESTOCK MONITORING IN DIGITAL FARMING SOFTWARE MARKET, BY TECHNOLOGY, 2019-2028 (USD MILLION)
TABLE 133 AUSTRALIA GREENHOUSE MANAGEMENT IN DIGITAL FARMING SOFTWARE MARKET, BY TECHNOLOGY, 2019-2028 (USD MILLION)
TABLE 134 AUSTRALIA SUPPLY CHAIN MANAGEMENT IN DIGITAL FARMING SOFTWARE MARKET, BY TECHNOLOGY, 2019-2028 (USD MILLION)
TABLE 135 AUSTRALIA FINANCIAL MANAGEMENT IN DIGITAL FARMING SOFTWARE MARKET, BY TECHNOLOGY, 2019-2028 (USD MILLION)
TABLE 136 AUSTRALIA DRONE ANALYTICS IN DIGITAL FARMING SOFTWARE MARKET, BY TECHNOLOGY, 2019-2028 (USD MILLION)
TABLE 137 AUSTRALIA AGRICULTURE ROBOTS IN DIGITAL FARMING SOFTWARE MARKET, BY TECHNOLOGY, 2019-2028 (USD MILLION)
TABLE 138 INDIA DIGITAL FARMING SOFTWARE MARKET, BY COMPONENT, 2019-2028 (USD MILLION)
TABLE 139 INDIA SOFTWARE IN DIGITAL FARMING SOFTWARE MARKET, BY TYPE, 2019-2028 (USD MILLION)
TABLE 140 INDIA SERVICES IN DIGITAL FARMING SOFTWARE MARKET, BY TYPE, 2019-2028 (USD MILLION)
TABLE 141 INDIA MANAGED SERVICES IN DIGITAL FARMING SOFTWARE MARKET, BY TYPE, 2019-2028 (USD MILLION)
TABLE 142 INDIA PROFESSIONAL SERVICES IN DIGITAL FARMING SOFTWARE MARKET, BY TYPE, 2019-2028 (USD MILLION)
TABLE 143 INDIA DIGITAL FARMING SOFTWARE MARKET, BY TECHNOLOGY, 2019-2028 (USD MILLION)
TABLE 144 INDIA REMOTE SENSING IN DIGITAL FARMING SOFTWARE MARKET, BY TYPE, 2019-2028 (USD MILLION)
TABLE 145 INDIA GUIDANCE TECHNOLOGY IN DIGITAL FARMING SOFTWARE MARKET, BY TYPE, 2019-2028 (USD MILLION)
TABLE 146 INDIA VARIABLE RATE TECHNOLOGY IN DIGITAL FARMING SOFTWARE MARKET, BY TYPE, 2019-2028 (USD MILLION)
TABLE 147 INDIA WIRELESS CONNECTIVITY IN DIGITAL FARMING SOFTWARE MARKET, BY TYPE, 2019-2028 (USD MILLION)
TABLE 148 INDIA DIGITAL FARMING SOFTWARE MARKET, BY APPLICATION, 2019-2028 (USD MILLION)
TABLE 149 INDIA PRECISION FARMING IN DIGITAL FARMING SOFTWARE MARKET, BY TYPE, 2019-2028 (USD MILLION)
TABLE 150 INDIA YIELD MONITORING IN DIGITAL FARMING SOFTWARE MARKET, BY TYPE, 2019-2028 (USD MILLION)
TABLE 151 INDIA PRECISION FARMING IN DIGITAL FARMING SOFTWARE MARKET, BY TECHNOLOGY, 2019-2028 (USD MILLION)
TABLE 152 INDIA LIVESTOCK MONITORING IN DIGITAL FARMING SOFTWARE MARKET, BY TECHNOLOGY, 2019-2028 (USD MILLION)
TABLE 153 INDIA GREENHOUSE MANAGEMENT IN DIGITAL FARMING SOFTWARE MARKET, BY TECHNOLOGY, 2019-2028 (USD MILLION)
TABLE 154 INDIA SUPPLY CHAIN MANAGEMENT IN DIGITAL FARMING SOFTWARE MARKET, BY TECHNOLOGY, 2019-2028 (USD MILLION)
TABLE 155 INDIA FINANCIAL MANAGEMENT IN DIGITAL FARMING SOFTWARE MARKET, BY TECHNOLOGY, 2019-2028 (USD MILLION)
TABLE 156 INDIA DRONE ANALYTICS IN DIGITAL FARMING SOFTWARE MARKET, BY TECHNOLOGY, 2019-2028 (USD MILLION)
TABLE 157 INDIA AGRICULTURE ROBOTS IN DIGITAL FARMING SOFTWARE MARKET, BY TECHNOLOGY, 2019-2028 (USD MILLION)
TABLE 158 SINGAPORE DIGITAL FARMING SOFTWARE MARKET, BY COMPONENT, 2019-2028 (USD MILLION)
TABLE 159 SINGAPORE SOFTWARE IN DIGITAL FARMING SOFTWARE MARKET, BY TYPE, 2019-2028 (USD MILLION)
TABLE 160 SINGAPORE SERVICES IN DIGITAL FARMING SOFTWARE MARKET, BY TYPE, 2019-2028 (USD MILLION)
TABLE 161 SINGAPORE MANAGED SERVICES IN DIGITAL FARMING SOFTWARE MARKET, BY TYPE, 2019-2028 (USD MILLION)
TABLE 162 SINGAPORE PROFESSIONAL SERVICES IN DIGITAL FARMING SOFTWARE MARKET, BY TYPE, 2019-2028 (USD MILLION)
TABLE 163 SINGAPORE DIGITAL FARMING SOFTWARE MARKET, BY TECHNOLOGY, 2019-2028 (USD MILLION)
TABLE 164 SINGAPORE REMOTE SENSING IN DIGITAL FARMING SOFTWARE MARKET, BY TYPE, 2019-2028 (USD MILLION)
TABLE 165 SINGAPORE GUIDANCE TECHNOLOGY IN DIGITAL FARMING SOFTWARE MARKET, BY TYPE, 2019-2028 (USD MILLION)
TABLE 166 SINGAPORE VARIABLE RATE TECHNOLOGY IN DIGITAL FARMING SOFTWARE MARKET, BY TYPE, 2019-2028 (USD MILLION)
TABLE 167 SINGAPORE WIRELESS CONNECTIVITY IN DIGITAL FARMING SOFTWARE MARKET, BY TYPE, 2019-2028 (USD MILLION)
TABLE 168 SINGAPORE DIGITAL FARMING SOFTWARE MARKET, BY APPLICATION, 2019-2028 (USD MILLION)
TABLE 169 SINGAPORE PRECISION FARMING IN DIGITAL FARMING SOFTWARE MARKET, BY TYPE, 2019-2028 (USD MILLION)
TABLE 170 SINGAPORE YIELD MONITORING IN DIGITAL FARMING SOFTWARE MARKET, BY TYPE, 2019-2028 (USD MILLION)
TABLE 171 SINGAPORE PRECISION FARMING IN DIGITAL FARMING SOFTWARE MARKET, BY TECHNOLOGY, 2019-2028 (USD MILLION)
TABLE 172 SINGAPORE LIVESTOCK MONITORING IN DIGITAL FARMING SOFTWARE MARKET, BY TECHNOLOGY, 2019-2028 (USD MILLION)
TABLE 173 SINGAPORE GREENHOUSE MANAGEMENT IN DIGITAL FARMING SOFTWARE MARKET, BY TECHNOLOGY, 2019-2028 (USD MILLION)
TABLE 174 SINGAPORE SUPPLY CHAIN MANAGEMENT IN DIGITAL FARMING SOFTWARE MARKET, BY TECHNOLOGY, 2019-2028 (USD MILLION)
TABLE 175 SINGAPORE FINANCIAL MANAGEMENT IN DIGITAL FARMING SOFTWARE MARKET, BY TECHNOLOGY, 2019-2028 (USD MILLION)
TABLE 176 SINGAPORE DRONE ANALYTICS IN DIGITAL FARMING SOFTWARE MARKET, BY TECHNOLOGY, 2019-2028 (USD MILLION)
TABLE 177 SINGAPORE AGRICULTURE ROBOTS IN DIGITAL FARMING SOFTWARE MARKET, BY TECHNOLOGY, 2019-2028 (USD MILLION)
TABLE 178 THAILAND DIGITAL FARMING SOFTWARE MARKET, BY COMPONENT, 2019-2028 (USD MILLION)
TABLE 179 THAILAND SOFTWARE IN DIGITAL FARMING SOFTWARE MARKET, BY TYPE, 2019-2028 (USD MILLION)
TABLE 180 THAILAND SERVICES IN DIGITAL FARMING SOFTWARE MARKET, BY TYPE, 2019-2028 (USD MILLION)
TABLE 181 THAILAND MANAGED SERVICES IN DIGITAL FARMING SOFTWARE MARKET, BY TYPE, 2019-2028 (USD MILLION)
TABLE 182 THAILAND PROFESSIONAL SERVICES IN DIGITAL FARMING SOFTWARE MARKET, BY TYPE, 2019-2028 (USD MILLION)
TABLE 183 THAILAND DIGITAL FARMING SOFTWARE MARKET, BY TECHNOLOGY, 2019-2028 (USD MILLION)
TABLE 184 THAILAND REMOTE SENSING IN DIGITAL FARMING SOFTWARE MARKET, BY TYPE, 2019-2028 (USD MILLION)
TABLE 185 THAILAND GUIDANCE TECHNOLOGY IN DIGITAL FARMING SOFTWARE MARKET, BY TYPE, 2019-2028 (USD MILLION)
TABLE 186 THAILAND VARIABLE RATE TECHNOLOGY IN DIGITAL FARMING SOFTWARE MARKET, BY TYPE, 2019-2028 (USD MILLION)
TABLE 187 THAILAND WIRELESS CONNECTIVITY IN DIGITAL FARMING SOFTWARE MARKET, BY TYPE, 2019-2028 (USD MILLION)
TABLE 188 THAILAND DIGITAL FARMING SOFTWARE MARKET, BY APPLICATION, 2019-2028 (USD MILLION)
TABLE 189 THAILAND PRECISION FARMING IN DIGITAL FARMING SOFTWARE MARKET, BY TYPE, 2019-2028 (USD MILLION)
TABLE 190 THAILAND YIELD MONITORING IN DIGITAL FARMING SOFTWARE MARKET, BY TYPE, 2019-2028 (USD MILLION)
TABLE 191 THAILAND PRECISION FARMING IN DIGITAL FARMING SOFTWARE MARKET, BY TECHNOLOGY, 2019-2028 (USD MILLION)
TABLE 192 THAILAND LIVESTOCK MONITORING IN DIGITAL FARMING SOFTWARE MARKET, BY TECHNOLOGY, 2019-2028 (USD MILLION)
TABLE 193 THAILAND GREENHOUSE MANAGEMENT IN DIGITAL FARMING SOFTWARE MARKET, BY TECHNOLOGY, 2019-2028 (USD MILLION)
TABLE 194 THAILAND SUPPLY CHAIN MANAGEMENT IN DIGITAL FARMING SOFTWARE MARKET, BY TECHNOLOGY, 2019-2028 (USD MILLION)
TABLE 195 THAILAND FINANCIAL MANAGEMENT IN DIGITAL FARMING SOFTWARE MARKET, BY TECHNOLOGY, 2019-2028 (USD MILLION)
TABLE 196 THAILAND DRONE ANALYTICS IN DIGITAL FARMING SOFTWARE MARKET, BY TECHNOLOGY, 2019-2028 (USD MILLION)
TABLE 197 THAILAND AGRICULTURE ROBOTS IN DIGITAL FARMING SOFTWARE MARKET, BY TECHNOLOGY, 2019-2028 (USD MILLION)
TABLE 198 MALAYSIA DIGITAL FARMING SOFTWARE MARKET, BY COMPONENT, 2019-2028 (USD MILLION)
TABLE 199 MALAYSIA SOFTWARE IN DIGITAL FARMING SOFTWARE MARKET, BY TYPE, 2019-2028 (USD MILLION)
TABLE 200 MALAYSIA SERVICES IN DIGITAL FARMING SOFTWARE MARKET, BY TYPE, 2019-2028 (USD MILLION)
TABLE 201 MALAYSIA MANAGED SERVICES IN DIGITAL FARMING SOFTWARE MARKET, BY TYPE, 2019-2028 (USD MILLION)
TABLE 202 MALAYSIA PROFESSIONAL SERVICES IN DIGITAL FARMING SOFTWARE MARKET, BY TYPE, 2019-2028 (USD MILLION)
TABLE 203 MALAYSIA DIGITAL FARMING SOFTWARE MARKET, BY TECHNOLOGY, 2019-2028 (USD MILLION)
TABLE 204 MALAYSIA REMOTE SENSING IN DIGITAL FARMING SOFTWARE MARKET, BY TYPE, 2019-2028 (USD MILLION)
TABLE 205 MALAYSIA GUIDANCE TECHNOLOGY IN DIGITAL FARMING SOFTWARE MARKET, BY TYPE, 2019-2028 (USD MILLION)
TABLE 206 MALAYSIA VARIABLE RATE TECHNOLOGY IN DIGITAL FARMING SOFTWARE MARKET, BY TYPE, 2019-2028 (USD MILLION)
TABLE 207 MALAYSIA WIRELESS CONNECTIVITY IN DIGITAL FARMING SOFTWARE MARKET, BY TYPE, 2019-2028 (USD MILLION)
TABLE 208 MALAYSIA DIGITAL FARMING SOFTWARE MARKET, BY APPLICATION, 2019-2028 (USD MILLION)
TABLE 209 MALAYSIA PRECISION FARMING IN DIGITAL FARMING SOFTWARE MARKET, BY TYPE, 2019-2028 (USD MILLION)
TABLE 210 MALAYSIA YIELD MONITORING IN DIGITAL FARMING SOFTWARE MARKET, BY TYPE, 2019-2028 (USD MILLION)
TABLE 211 MALAYSIA PRECISION FARMING IN DIGITAL FARMING SOFTWARE MARKET, BY TECHNOLOGY, 2019-2028 (USD MILLION)
TABLE 212 MALAYSIA LIVESTOCK MONITORING IN DIGITAL FARMING SOFTWARE MARKET, BY TECHNOLOGY, 2019-2028 (USD MILLION)
TABLE 213 MALAYSIA GREENHOUSE MANAGEMENT IN DIGITAL FARMING SOFTWARE MARKET, BY TECHNOLOGY, 2019-2028 (USD MILLION)
TABLE 214 MALAYSIA SUPPLY CHAIN MANAGEMENT IN DIGITAL FARMING SOFTWARE MARKET, BY TECHNOLOGY, 2019-2028 (USD MILLION)
TABLE 215 MALAYSIA FINANCIAL MANAGEMENT IN DIGITAL FARMING SOFTWARE MARKET, BY TECHNOLOGY, 2019-2028 (USD MILLION)
TABLE 216 MALAYSIA DRONE ANALYTICS IN DIGITAL FARMING SOFTWARE MARKET, BY TECHNOLOGY, 2019-2028 (USD MILLION)
TABLE 217 MALAYSIA AGRICULTURE ROBOTS IN DIGITAL FARMING SOFTWARE MARKET, BY TECHNOLOGY, 2019-2028 (USD MILLION)
TABLE 218 INDONESIA DIGITAL FARMING SOFTWARE MARKET, BY COMPONENT, 2019-2028 (USD MILLION)
TABLE 219 INDONESIA SOFTWARE IN DIGITAL FARMING SOFTWARE MARKET, BY TYPE, 2019-2028 (USD MILLION)
TABLE 220 INDONESIA SERVICES IN DIGITAL FARMING SOFTWARE MARKET, BY TYPE, 2019-2028 (USD MILLION)
TABLE 221 INDONESIA MANAGED SERVICES IN DIGITAL FARMING SOFTWARE MARKET, BY TYPE, 2019-2028 (USD MILLION)
TABLE 222 INDONESIA PROFESSIONAL SERVICES IN DIGITAL FARMING SOFTWARE MARKET, BY TYPE, 2019-2028 (USD MILLION)
TABLE 223 INDONESIA DIGITAL FARMING SOFTWARE MARKET, BY TECHNOLOGY, 2019-2028 (USD MILLION)
TABLE 224 INDONESIA REMOTE SENSING IN DIGITAL FARMING SOFTWARE MARKET, BY TYPE, 2019-2028 (USD MILLION)
TABLE 225 INDONESIA GUIDANCE TECHNOLOGY IN DIGITAL FARMING SOFTWARE MARKET, BY TYPE, 2019-2028 (USD MILLION)
TABLE 226 INDONESIA VARIABLE RATE TECHNOLOGY IN DIGITAL FARMING SOFTWARE MARKET, BY TYPE, 2019-2028 (USD MILLION)
TABLE 227 INDONESIA WIRELESS CONNECTIVITY IN DIGITAL FARMING SOFTWARE MARKET, BY TYPE, 2019-2028 (USD MILLION)
TABLE 228 INDONESIA DIGITAL FARMING SOFTWARE MARKET, BY APPLICATION, 2019-2028 (USD MILLION)
TABLE 229 INDONESIA PRECISION FARMING IN DIGITAL FARMING SOFTWARE MARKET, BY TYPE, 2019-2028 (USD MILLION)
TABLE 230 INDONESIA YIELD MONITORING IN DIGITAL FARMING SOFTWARE MARKET, BY TYPE, 2019-2028 (USD MILLION)
TABLE 231 INDONESIA PRECISION FARMING IN DIGITAL FARMING SOFTWARE MARKET, BY TECHNOLOGY, 2019-2028 (USD MILLION)
TABLE 232 INDONESIA LIVESTOCK MONITORING IN DIGITAL FARMING SOFTWARE MARKET, BY TECHNOLOGY, 2019-2028 (USD MILLION)
TABLE 233 INDONESIA GREENHOUSE MANAGEMENT IN DIGITAL FARMING SOFTWARE MARKET, BY TECHNOLOGY, 2019-2028 (USD MILLION)
TABLE 234 INDONESIA SUPPLY CHAIN MANAGEMENT IN DIGITAL FARMING SOFTWARE MARKET, BY TECHNOLOGY, 2019-2028 (USD MILLION)
TABLE 235 INDONESIA FINANCIAL MANAGEMENT IN DIGITAL FARMING SOFTWARE MARKET, BY TECHNOLOGY, 2019-2028 (USD MILLION)
TABLE 236 INDONESIA DRONE ANALYTICS IN DIGITAL FARMING SOFTWARE MARKET, BY TECHNOLOGY, 2019-2028 (USD MILLION)
TABLE 237 INDONESIA AGRICULTURE ROBOTS IN DIGITAL FARMING SOFTWARE MARKET, BY TECHNOLOGY, 2019-2028 (USD MILLION)
TABLE 238 PHILIPPINES DIGITAL FARMING SOFTWARE MARKET, BY COMPONENT, 2019-2028 (USD MILLION)
TABLE 239 PHILIPPINES SOFTWARE IN DIGITAL FARMING SOFTWARE MARKET, BY TYPE, 2019-2028 (USD MILLION)
TABLE 240 PHILIPPINES SERVICES IN DIGITAL FARMING SOFTWARE MARKET, BY TYPE, 2019-2028 (USD MILLION)
TABLE 241 PHILIPPINES MANAGED SERVICES IN DIGITAL FARMING SOFTWARE MARKET, BY TYPE, 2019-2028 (USD MILLION)
TABLE 242 PHILIPPINES PROFESSIONAL SERVICES IN DIGITAL FARMING SOFTWARE MARKET, BY TYPE, 2019-2028 (USD MILLION)
TABLE 243 PHILIPPINES DIGITAL FARMING SOFTWARE MARKET, BY TECHNOLOGY, 2019-2028 (USD MILLION)
TABLE 244 PHILIPPINES REMOTE SENSING IN DIGITAL FARMING SOFTWARE MARKET, BY TYPE, 2019-2028 (USD MILLION)
TABLE 245 PHILIPPINES GUIDANCE TECHNOLOGY IN DIGITAL FARMING SOFTWARE MARKET, BY TYPE, 2019-2028 (USD MILLION)
TABLE 246 PHILIPPINES VARIABLE RATE TECHNOLOGY IN DIGITAL FARMING SOFTWARE MARKET, BY TYPE, 2019-2028 (USD MILLION)
TABLE 247 PHILIPPINES WIRELESS CONNECTIVITY IN DIGITAL FARMING SOFTWARE MARKET, BY TYPE, 2019-2028 (USD MILLION)
TABLE 248 PHILIPPINES DIGITAL FARMING SOFTWARE MARKET, BY APPLICATION, 2019-2028 (USD MILLION)
TABLE 249 PHILIPPINES PRECISION FARMING IN DIGITAL FARMING SOFTWARE MARKET, BY TYPE, 2019-2028 (USD MILLION)
TABLE 250 PHILIPPINES YIELD MONITORING IN DIGITAL FARMING SOFTWARE MARKET, BY TYPE, 2019-2028 (USD MILLION)
TABLE 251 PHILIPPINES PRECISION FARMING IN DIGITAL FARMING SOFTWARE MARKET, BY TECHNOLOGY, 2019-2028 (USD MILLION)
TABLE 252 PHILIPPINES LIVESTOCK MONITORING IN DIGITAL FARMING SOFTWARE MARKET, BY TECHNOLOGY, 2019-2028 (USD MILLION)
TABLE 253 PHILIPPINES GREENHOUSE MANAGEMENT IN DIGITAL FARMING SOFTWARE MARKET, BY TECHNOLOGY, 2019-2028 (USD MILLION)
TABLE 254 PHILIPPINES SUPPLY CHAIN MANAGEMENT IN DIGITAL FARMING SOFTWARE MARKET, BY TECHNOLOGY, 2019-2028 (USD MILLION)
TABLE 255 PHILIPPINES FINANCIAL MANAGEMENT IN DIGITAL FARMING SOFTWARE MARKET, BY TECHNOLOGY, 2019-2028 (USD MILLION)
TABLE 256 PHILIPPINES DRONE ANALYTICS IN DIGITAL FARMING SOFTWARE MARKET, BY TECHNOLOGY, 2019-2028 (USD MILLION)
TABLE 257 PHILIPPINES AGRICULTURE ROBOTS IN DIGITAL FARMING SOFTWARE MARKET, BY TECHNOLOGY, 2019-2028 (USD MILLION)
TABLE 258 REST OF ASIA-PACIFIC DIGITAL FARMING SOFTWARE MARKET, BY COMPONENT, 2019-2028 (USD MILLION)
图片列表
FIGURE 1 ASIA-PACIFIC DIGITAL FARMING SOFTWARE MARKET: SEGMENTATION
FIGURE 2 ASIA-PACIFIC DIGITAL FARMING SOFTWARE MARKET: DATA TRIANGULATION
FIGURE 3 ASIA-PACIFIC DIGITAL FARMING SOFTWARE MARKET: DROC ANALYSIS
FIGURE 4 ASIA-PACIFIC DIGITAL FARMING SOFTWARE MARKET: ASIA-PACIFIC VS REGIONAL MARKET ANALYSIS
FIGURE 5 ASIA-PACIFIC DIGITAL FARMING SOFTWARE MARKET: COMPANY RESEARCH ANALYSIS
FIGURE 6 ASIA-PACIFIC DIGITAL FARMING SOFTWARE MARKET: INTERVIEW DEMOGRAPHICS
FIGURE 7 ASIA-PACIFIC DIGITAL FARMING SOFTWARE MARKET: DBMR MARKET POSITION GRID
FIGURE 8 ASIA-PACIFIC DIGITAL FARMING SOFTWARE MARKET: VENDOR SHARE ANALYSIS
FIGURE 9 ASIA-PACIFIC DIGITAL FARMING SOFTWARE MARKET: MARKET APPLICATION COVERAGE GRID
FIGURE 10 ASIA-PACIFIC DIGITAL FARMING SOFTWARE MARKET: SEGMENTATION
FIGURE 11 INCREASING ADOPTION OF DIGITAL FARMING SOFTWARE IS EXPECTED TO DRIVE ASIA-PACIFIC DIGITAL FARMING SOFTWARE MARKET IN THE FORECAST PERIOD OF 2021 TO 2028
FIGURE 12 SOFTWARE SEGMENT IS EXPECTED TO ACCOUNT FOR THE LARGEST SHARE OF ASIA-PACIFIC DIGITAL FARMING SOFTWARE MARKET IN 2021 & 2028
FIGURE 13 DRIVERS, RESTRAINTS, OPPORTUNITIES AND CHALLENGES OF ASIA-PACIFIC DIGITAL FARMING SOFTWARE MARKET
FIGURE 14 SIZE OF THE IOT MARKET WORLDWIDE FROM 2017 TO 2019, FORECAST FOR 2020-2025
FIGURE 15 NUMBER OF SMARTPHONE USERS WORLDWIDE, FROM 2016 TO 2020
FIGURE 16 ASIA-PACIFIC DIGITAL FARMING SOFTWARE MARKET: BY COMPONENT, 2020
FIGURE 17 ASIA-PACIFIC DIGITAL FARMING SOFTWARE MARKET: BY TECHNOLOGY, 2020
FIGURE 18 ASIA-PACIFIC DIGITAL FARMING SOFTWARE MARKET: BY APPLICATION, 2020
FIGURE 19 ASIA-PACIFIC DIGITAL FARMING SOFTWARE MARKET: SNAPSHOT (2020)
FIGURE 20 ASIA-PACIFIC DIGITAL FARMING SOFTWARE MARKET: BY COUNTRY (2020)
FIGURE 21 ASIA-PACIFIC DIGITAL FARMING SOFTWARE MARKET: BY COUNTRY (2019-2028)
FIGURE 22 ASIA-PACIFIC DIGITAL FARMING SOFTWARE MARKET: BY COUNTRY (2019-2028)
FIGURE 23 ASIA-PACIFIC DIGITAL FARMING SOFTWARE MARKET: BY TYPE (2021-2028)
FIGURE 24 ASIA-PACIFIC DIGITAL FARMING SOFTWARE MARKET: COMPANY SHARE 2020 (%)
研究方法
Data collection and base year analysis are done using data collection modules with large sample sizes. The stage includes obtaining market information or related data through various sources and strategies. It includes examining and planning all the data acquired from the past in advance. It likewise envelops the examination of information inconsistencies seen across different information sources. The market data is analysed and estimated using market statistical and coherent models. Also, market share analysis and key trend analysis are the major success factors in the market report. To know more, please request an analyst call or drop down your inquiry.
The key research methodology used by DBMR research team is data triangulation which involves data mining, analysis of the impact of data variables on the market and primary (industry expert) validation. Data models include Vendor Positioning Grid, Market Time Line Analysis, Market Overview and Guide, Company Positioning Grid, Patent Analysis, Pricing Analysis, Company Market Share Analysis, Standards of Measurement, Global versus Regional and Vendor Share Analysis. To know more about the research methodology, drop in an inquiry to speak to our industry experts.
可定制
Data Bridge Market Research is a leader in advanced formative research. We take pride in servicing our existing and new customers with data and analysis that match and suits their goal. The report can be customized to include price trend analysis of target brands understanding the market for additional countries (ask for the list of countries), clinical trial results data, literature review, refurbished market and product base analysis. Market analysis of target competitors can be analyzed from technology-based analysis to market portfolio strategies. We can add as many competitors that you require data about in the format and data style you are looking for. Our team of analysts can also provide you data in crude raw excel files pivot tables (Fact book) or can assist you in creating presentations from the data sets available in the report.
