1. Report Scope and Methodology
1.1 Scope of the Report
1.2 Research Methodology
1.3 Executive Summary
2. Strategic Recommendations
3. Global Digital Agriculture Market: Product Overview
4. Global Digital Agriculture Market: An Analysis
4.1 Market Size, By Value, Year 2016-2026
Table 1: Global Digital Agriculture Market Size, By Value, 2016-2026 (USD Million)
4.2 Impact of COVID-19 on Digital Agriculture Market
4.3 Global Digital Agriculture Market
Table 2: Global agriculture technology-as-a-service market share in 2020, by region
Table 3: Artificial intelligence (AI) revenue worldwide in 2020, by segment (in billion USD)
Table 4: Agricultural robot revenue worldwide from 2015 to 2024 (in billion U.S. dollars)
Table 5: Global agricultural IoT size in 2018-2023E (in billion U.S. dollars)
Table 6: Revenues from the artificial intelligence software revenue worldwide from 2018-2023E, by region (in billion U.S. dollars)
Table 7: Share of AI in agriculture market by farming type
Table 8: Artificial intelligence software revenue worldwide, 2018-2020, by region
Table 9: Private investments in AI by geographical area, 2020 ( in Million USD)
Table 10: Average benefits from AI-enabled use cases for climate action achieved worldwide as of 2019
Table 11: Average benefits from AI-enabled use cases for climate action expected worldwide as of 2019
Table 12: Agricultural IoT devices shipped worldwide, 2016-2020
Table 13: Used IoT agriculture applications, 2020
Table 14: Volume share of the power agriculture equipment market worldwide in 2019, by region
Table A: List of Prominent Players in the Agricultural Robot industry
5. Global Digital Agriculture Market Segmentation Analysis
5.1 Global Digital Agriculture Market By Type
5.2 Competitive Scenario of Global Digital Agriculture Market: By Type (2020 & 2026)
Table 15: Global Digital Agriculture Market- By Type Market Share, 2020 & 2026
5.3 By Crop Monitoring - Market Size and Forecast (2016-2026)
Table 16: Global Digital Agriculture Market- By Crop Monitoring, By Value (USD Million), 2016-2026
5.4 By Artificial Intelligence - Market Size and Forecast (2016-2026)
Table 17: Global Digital Agriculture Market- By Artificial Intelligence, By Value (USD Million), 2016-2026
5.5 By Precision Farming - Market Size and Forecast (2016-2026)
Table 18: Global Digital Agriculture Market- By Precision Farming, By Value (USD Million), 2016-2026
6. Global Digital Agriculture Market By Application
6.1 Competitive Scenario of Global Digital Agriculture Market: By Application (2020 & 2026)
Table 19: Global Digital Agriculture Market- By Application Market Share, 2020 & 2026
6.2 By Field Mapping - Market Size and Forecast (2016-2026)
Table 20: Global Digital Agriculture Market- By Field Mapping, By Value (USD Million), 2016-2026
6.3 By Crop Scouting - Market Size and Forecast (2016-2026)
Table 21: Global Digital Agriculture Market- By Crop Scouting, By Value (USD Million), 2016-2026
6.4 By Weather Tracking - Market Size and Forecast (2016-2026)
Table 22: Global Digital Agriculture Market- By Weather Tracking, By Value (USD Million), 2016-2026
6.5 By Drone Analytics - Market Size and Forecast (2016-2026)
Table 23: Global Digital Agriculture Market- By Drone Analytics, By Value (USD Million), 2016-2026
6.6 By Others - Market Size and Forecast (2016-2026)
Table 24: Global Digital Agriculture Market- By Others, By Value (USD Million), 2016-2026
7. Global Digital Agriculture Market: Regional Analysis
7.1 Competitive Scenario of Global Digital Agriculture Market: By Region (2020 & 2026)
Table 25: Global Digital Agriculture Market- By Region Market Share, 2020 & 2026
Table 26: Worldwide investment Deal value and Deal count, 2014-2020
8. Americas Digital Agriculture Market: An Analysis (2016-2026)
8.1 Americas Digital Agriculture Market by value: Size and Forecast (2016-2026)
Table 27: Americas Digital Agriculture Market Size, By Value, 2016-2026 (USD Million)
Table 28: Number of agricultural technology enterprises in Latin America and the Caribbean in 2019, by country
Table 29: American agriculture technology-as-a-service market share in 2020
Table 30: IoT connections in North America 2018, 2019 and 2025E, (in billions)
Table 31: New IoT connections North America 2018-2025E, by segment (in billions)
Table 32: Digital agricultural technology enterprises in Latin America and the Caribbean in 2019, by technology
Table 33: Funding amount of selected agricultural technology startups in Latin America as of November 2020 (in million USD)
8.2 Americas Digital Agriculture Market: Prominent Companies
8.3 Market Segmentation By Type (Crop Monitoring, Artificial Intelligence, Precision Farming)
Table 34: Americas Digital Agriculture Market- By Type, By Value (USD Million), 2016-2026
8.4 Market Segmentation By Application (Field Mapping, Crop Scouting, Weather Tracking, Drone Analytics, Others )
Table 35: Americas Digital Agriculture Market- By Application, By Value (USD Million), 2016-2026
8.5 Americas Digital Agriculture Market: Country Analysis
8.6 Market Opportunity Chart of Americas Digital Agriculture Market - By Country, By Value (Year-2026)
Table 36: Market Opportunity Chart of Americas Digital Agriculture Market- By Country, By Value (Year-2026)
8.7 Competitive Scenario of Americas Digital Agriculture Market - By Country (2020 & 2026)
Table 37: Americas Digital Agriculture Market- By Country Market Share, 2020 & 2026
8.8 United States Digital Agriculture Market: Size and Forecast (2016-2026)
Table 38: United States Digital Agriculture Market Size, By Value, 2016-2026 (USD Million)
Table 39: Leading U.S. farmer smartphone activities 2016
Table 40: Estimated Agricultural robots: U.S. market share, by type, 2018-2023E
Table 41: Arable land (hectares) - United States (2016-2018)
Table 42: Leading 10 U.S. states based on number of farms in 2020
Table 43: Total number of farms in the United States from 2016 to 2020
Table 44: Market value of the precision farming in the United States in 2016 and 2024(E), by application (in million USD)
Table 45: Average farm size in the United States from 2016 to 2020 (in acres)
8.9 United States Digital Agriculture Market Segmentation By Type (2016-2026)
Table 46: United states Digital Agriculture Market- By Type, By Value (USD Million), 2016-2026
8.10 United States Digital Agriculture Market Segmentation By Application (2016-2026)
Table 47: United states Digital Agriculture Market- By Application, By Value (USD Million), 2016-2026
8.11 Canada Digital Agriculture Market: Size and Forecast (2016-2026)
Table 48: Canada Digital Agriculture Market Size, By Value, 2016-2026 (USD Million)
Table 49: % of Canadian GDP, 2020
Table 50: Annual investment value in Canada and united States, 2019 (in Millions, USD)
Table 51: Canada Primary Energy consumption, (Exajoules), 2014-19
Table 52: Canada's agricultural greenhouse gas emissions 2019, by subsector (in million metric tons of Co2 equivalent)
Table 53: Tech adoption by subsector in Precision Farming, by technology (in %)
Table 54: Canadian Exports by Country, 2017, by %
8.12 Canada Digital Agriculture Market Segmentation By Type (2016-2026)
Table 55: Canada Digital Agriculture Market- By Type, By Value (USD Million), 2016-2026
8.13 Canada Digital Agriculture Market Segmentation By Application (2016-2026)
Table 56: Canada Digital Agriculture Market- By Application, By Value (USD Million), 2016-2026
8.14 Mexico Digital Agriculture Market: Size and Forecast (2016-2026)
Table 57: Mexico Digital Agriculture Market Size, By Value, 2016-2026 (USD Million)
Table 58: Smart irrigation controllers market value in selected countries in Mexico in 2018 and 2019 (in million U.S. dollars)
Table 59: Distribution of agricultural technology enterprises in Mexico as of 2020, by sector of operation
Table 60: Challenges for Agtech businesses 2020 in Mexico
Table 61: Main incentives for adoption of agricultural technology by enterprises in Mexico as of 2020
Table 62: Agritech employment growth rate in Mexico, 2017-2019, by sector
8.15 Mexico Digital Agriculture Market Segmentation By Type (2016-2026)
Table 63: Mexico Digital Agriculture Market- By Type, By Value (USD Million), 2016-2026
8.16 Mexico Digital Agriculture Market Segmentation By Application (2016-2026)
Table 64: Mexico Digital Agriculture Market- By Application, By Value (USD Million), 2016-2026
8.17 Brazil Digital Agriculture Market: Size and Forecast (2016-2026)
Table 65: Brazil Digital Agriculture Market Size, By Value, 2016-2026 (USD Million)
Table 66: Arable land (hectares) in Brazil, 2014-18
Table 67: Brazil GDP From Agriculture, 2019-2021
Table 68: Number of drones for agricultural use officially registered in Brazil as of August 2019, by state
Table 69: Number of venture capital deals in Brazil in 1st half 2020, by sector
Table 70: Agricultural drones in Brazil, 2019, by manufacturer
Table 71: Mexico Finished Steel Consumption (Million Tonnes), 2015-2019
8.18 Brazil Digital Agriculture Market Segmentation By Type (2016-2026)
Table 72: Brazil Digital Agriculture Market- By Type, By Value (USD Million), 2016-2026
8.19 Brazil Digital Agriculture Market Segmentation By Application (2016-2026)
Table 73: Brazil Digital Agriculture Market- By Application, By Value (USD Million), 2016-2026
9. Europe Digital Agriculture Market: An Analysis (2016-2026)
9.1 Europe Digital Agriculture Market by value: Size and Forecast (2016-2026)
Table 74 Europe Digital Agriculture Market Size, By Value, 2016-2026 (USD Million)
Table 75: Usage of smartphones on farm holdings in Europe in 2019, by category of use
Table 76: Distribution of the smart farming service in Europe 2018-2023E, by type
Table 77: Estimation of the distribution of the smart farming in Europe 2018-2023E, by segment
Table 78: Distribution of the smart farming hardware in Europe 2018-2023E, by sub-segment
Table 79: IoT active connections in agriculture in Europe, 2016-2025E
Table 80: Internet of Things (IoT) solutions spending in Europe 2019, by country/region, (in billion USD)
Table 81: Share of farms using precision farming techniques in England 2017-2020 by performance
9.2 Europe Digital Agriculture Market: Prominent Companies
9.3 Market Segmentation By Type (Crop Monitoring, Artificial Intelligence, Precision Farming)
Table 82: Europe Digital Agriculture Market- By Type, By Value (USD Million), 2016-2026
9.4 Market Segmentation By Application (Field Mapping, Crop Scouting, Weather Tracking, Drone Analytics, Others)
Table 83: Europe Digital Agriculture Market- By Application, By Value (USD Million), 2016-2026
9.5 Europe Digital Agriculture Market: Country Analysis
9.6 Market Opportunity Chart of Europe Digital Agriculture Market - By Country, By Value (Year-2026)
Table 84: Market Opportunity Chart of Europe Digital Agriculture Market- By Country, By Value (Year-2026)
9.7 Competitive Scenario of Europe Digital Agriculture Market - By Country (2020 & 2026)
Table 85: Europe Digital Agriculture Market- By Country Market Share, 2020 & 2026
9.8 Germany Digital Agriculture Market: Size and Forecast (2016-2026)
Table 86: Germany Digital Agriculture Market Size, By Value, 2016-2026 (USD Million)
Table 87: Hectarage for potatoes in Germany from 2016-2021(in 1,000 hectares)
Table 88: Production value of plant products in agriculture Germany 2020, by plant type (in million euros)
Table 89: Agricultural businesses in Germany 2015-2020 (in 1,000s)
Table 90: Estimated investment volume in agriculture Germany 2019-2021 (in billion euros)
Table 91: Revenue from the Internet of Things in Germany from 2014 to 2020 (in billion euros)
Table 92: Gross and net value added of agriculture in Germany from 2016-2019 (in million euros)
Table 93: Total software spending in the agriculture industry in Germany, 2018-2024E (in million USD)
9.9 Germany Digital Agriculture Market Segmentation By Type (2016-2026)
Table 94: Germany Digital Agriculture Market- By Type, By Value (USD Million), 2016-2026
9.10 Germany Digital Agriculture Market Segmentation By Application (2016-2026)
Table 95: Germany Digital Agriculture Market- By Application, By Value (USD Million), 2016-2026
9.11 France Digital Agriculture Market: Size and Forecast (2016-2026)
Table 96: France Digital Agriculture Market Size, By Value, 2016-2026 (USD Million)
Table 97: Share of farmers using technology or connected devices in France 2019, by type
Table 98: Agri-food industry export value in France 2020, by food sector
Table 99: Agricultural research and development expenditure in France 2017-2018
Table 100: Current annual expenses per farm, by sector in France 2018
Table 101: Sales from Parrot SA, by segment, 2014-2018
Table 102: Internet devices used by farmers to manage their activity in France, 2019
9.12 France Digital Agriculture Market Segmentation By Type (2016-2026)
Table 103: France Digital Agriculture Market- By Type, By Value (USD Million), 2016-2026
9.13 France Digital Agriculture Market Segmentation By Application (2016-2026)
Table 104: France Digital Agriculture Market- By Application, By Value (USD Million), 2016-2026
9.14 United Kingdom Digital Agriculture Market: Size and Forecast (2016-2026)
Table 105: United Kingdom Digital Agriculture Market Size, By Value, 2016-2026 (USD Million)
Table 106: Share of supporters of drone use in agriculture management in the UK, 2016
Table 107: Most popular uses of drones in the United Kingdom (UK) 2019
Table 108: Share of farm holdings with an internet connection in England in 2019
Table 109: Barriers for using devices on farms in England in 2019
Table 110: Share of farm holdings using different devices in England in 2019, by region
Table 111: Total factor productivity volume indices, Output, 2016-2020
9.15 United Kingdom Digital Agriculture Market Segmentation By Type (2016-2026)
Table 112: United Kingdom Digital Agriculture Market- By Type, By Value (USD Million), 2016-2026
9.16 United Kingdom Digital Agriculture Market Segmentation By Application (2016-2026)
Table 113: United Kingdom Digital Agriculture Market- By Application, By Value (USD Million), 2016-2026
10. Asia-Pacific Digital Agriculture Market: An Analysis (2016-2026)
10.1 Asia-Pacific Digital Agriculture Market by value: Size and Forecast (2016-2026)
Table 114: Asia-Pacific Digital Agriculture Market Size, By Value, 2016-2026 (USD Million)
Table 115: Share of agriculture in total employment in the Asia-Pacific region in 2019, by country or region
Table 116: Market size of telecom agriculture worldwide 2015-2020, by region (in billion U.S. dollars)
Table 117: Growth rate of the agriculture sector in Asia-Pacific in 2020, by country
Table 118: Distribution of IoT technology Asia-Pacific 2020, by category
Table 119: Artificial intelligence revenue growth, Asia-Pacific 2016-2020, (in million U.S. dollars)
Table 120: IoT adoption in agricultural sector in India, 2020 (in %)
10.2 Asia-Pacific Digital Agriculture Market: Prominent Companies
10.3 Market Segmentation By Type (Crop Monitoring, Artificial Intelligence, Precision Farming)
Table 121: Asia-Pacific Digital Agriculture Market- By Type, By Value (USD Million), 2016-2026
10.4 Market Segmentation By Application (Field Mapping, Crop Scouting, Weather Tracking, Drone Analytics, Others)
Table 122: Asia-Pacific Digital Agriculture Market- By Application, By Value (USD Million), 2016-2026
10.5 Asia-Pacific Digital Agriculture Market: Country Analysis
10.6 Market Opportunity Chart of Asia-Pacific Digital Agriculture Market - By Country, By Value (Year-2026)
Table 123: Market Opportunity Chart of Asia-Pacific Digital Agriculture Market- By Country, By Value (Year-2026)
10.7 Competitive Scenario of Asia-Pacific Digital Agriculture Market - By Country (2020 & 2026)
Table 124: Asia-Pacific Digital Agriculture Market- By Country Market Share, 2020 & 2026
10.8 China Digital Agriculture Market: Size and Forecast (2016-2026)
Table 125: China Digital Agriculture Market Size, By Value, 2016-2026 (USD Million)
Table 16: Number of Artificial Intelligence (AI) investment deals in agriculture sector in China, 2014-2020
Table 127: Acreage of sown or harvested land of farm crops in China 2015-2020 (in million hectares)
Table 128: Surging in Agricultural drones (numbers) in China, 2017-20
Table 129: Land Use by Crop Type in China, 2016
Table 130: Size of the smart production systems in China 2016-2020 (in billion yuan)
Table 131: IoT connection growth rate in China 2016-2020
10.9 China Digital Agriculture Market Segmentation By Type (2016-2026)
Table 132: China Digital Agriculture Market- By Type, By Value (USD Million), 2016-2026
10.10 China Digital Agriculture Market Segmentation By Application (2016-2026)
Table 133: China Digital Agriculture Market- By Application, By Value (USD Million), 2016-2026
10.11 Japan Digital Agriculture Market: Size and Forecast (2016-2026)
Table 134: Japan Digital Agriculture Market Size, By Value, 2016-2026 (USD Million)
Table 135: Industry revenue of Agricultural machinery and equipment, Japan 2016-2020, (in billion USD)
Table 136: Agricultural drones in Japan, 2019-2023E (in billion Japanese yen)
Table 137: Sales value of agricultural processing in Japan, 2014- 2019 (in billion Japanese yen)
Table 138: Value of the farming technology in the agriculture and fishery industry, Japan, 2018-2022 (in billion Japanese yen)
Table 139: Rice production volume of the agriculture sector in Japan, 2015-2019 (in million tons)
Table 140: Business farmers share of farmland in Japan, 2015-2019
Table 141: Annual shipments multipurpose industrial robots Japan 2016-2020, (in 1000 units)
Table 142: Distribution of gross domestic product (GDP) across economic sectors in Japan, 2015-2018
10.12 Japan Digital Agriculture Market Segmentation By Type (2016-2026)
Table 143: Japan Digital Agriculture Market- By Type, By Value (USD Million), 2016-2026
10.13 Japan Digital Agriculture Market Segmentation By Application (2016-2026)
Table 144: Japan Digital Agriculture Market- By Application, By Value (USD Million), 2016-2026
10.14 South Korea Digital Agriculture Market: Size and Forecast (2016-2026)
Table 145: South Korea Digital Agriculture Market Size, By Value, 2016-2026 (USD Million)
Table 146: Total farmland area South Korea 2016-2020, (in million hectares)
Table 147: AI industry in South Korea , by category, 2020 (in trillion South Korean won)
Table 148: GDP from agriculture, forestry and fishing South Korea 2016-2020, (in trillion South Korean won)
Table 149: Smart agriculture production system in South Korea from 2015 to 2020 (in trillion South Korean won)
Table 150: Smart agricultural machinery size in South Korea, 2015-2020, (in trillion South Korean won)
Table 151: Smart farming production system South Korea 2015-2020, (in trillion South Korean won)
Table 152: Number of Internet of Things (IoT) businesses by business field South Korea 2020
10.15 South Korea Digital Agriculture Market Segmentation By Type (2016-2026)
Table 153: South Korea Digital Agriculture Market- By Type, By Value (USD Million), 2016-2026
10.16 South Korea Digital Agriculture Market Segmentation By Application (2016-2026)
Table 154: South Korea Digital Agriculture Market- By Application, By Value (USD Million), 2016-2026
11. Global Digital Agriculture Market Dynamics
11.1 Global Digital Agriculture Market Drivers
11.2 Global Digital Agriculture Market Restraints
11.3 Global Digital Agriculture Market Trends
12. Market Attractiveness
12.1 Market Attractiveness Chart of Global Digital Agriculture Market - By Type (Year 2026)
Table 155: Market Attractiveness Chart of Global Digital Agriculture Market- By Type (Year-2026)
12.2 Market Attractiveness Chart of Global Digital Agriculture Market - By Application (Year 2026)
Table 156: Market Attractiveness Chart of Global Digital Agriculture Market- By Application (Year-2026)
12.3 Market Attractiveness Chart of Global Digital Agriculture Market - By Region (Year 2026)
Table 157: Market Attractiveness Chart of Global Digital Agriculture Market- By Region (Year-2026)
13. Competitive Landscape
13.1 Market Share of Leading Global Companies
Table 158: Global Digital Agriculture company market share (%), 2020
13.2 SWOT Analysis - Global Digital Agriculture Market
13.3 Porter Five Force Analysis - Global Digital Agriculture Market
14. Global Digital Agriculture Market: Recent Developments, Merger & Acquisition
15. Company Profiles (Business Description, Financial Analysis, Business Strategy)
15.1 Ag Growth International Inc.
Table 159: Ag Growth International Inc. Annual Sales Revenue, 2016-2020 (USD Million)
Table 160: Ag Growth International Inc. Profit (Loss), 2016-2020 (USD Million)
Table 161: Ag Growth International Inc. Sales Revenue, By Business Segment (%), FY2020
Table 162: Ag Growth International Inc. Sales Revenue, By Geographical Segment (%), FY2020
15.2 AGCO Corporation
Table 163: AGCO Corporation Annual Sales Revenue, 2016-2020 (USD Million)
Table 164: AGCO Corporation Gross Profit, 2016-2020 (USD Million)
Table 165: AGCO Corporation Sales Revenue, By Business Segment (%), FY2020
Table 166: AGCO Corporation Sales Revenue, By Geographical Segment (%), FY2020
15.3 Deere & Company
Table 167: Deere & Company Annual Sales Revenue, 2016-2020 (USD Million)
Table 168: Deere & Company Net Income, 2016-2020 (USD Million)
Table 169: Deere & Company Sales Revenue, By Business Segment (%), FY2020
Table 170: Deere & Company Sales Revenue, By Geographical Segment (%), FY2020
15.4 Farmers Edge
Table 171: Farmers Edge Inc. Annual Sales Revenue, 2016-2020 (USD Million)
Table 172: Farmers Edge Inc. Net Profit (Loss), 2016-2020 (USD Million)
Table 173: Farmers Edge Inc. Sales Revenue, By Business Segment (%), FY2020
Table 174: Farmers Edge Inc. Sales Revenue, By Geographical Segment (%), FY2020
15.5 Bayer AG
Table 175: Bayer AG Annual Sales Revenue, 2016-2020 (USD Million)
Table 176: Bayer AG Net Income, 2016-2020 (USD Million)
Table 177: Bayer AG Sales Revenue, By Business Segment (%), FY2020
Table 178: Bayer AG Sales Revenue, By Geographical Segment (%), FY2020
15.6 CNH Industrial
Table 179: CNH Industrial Annual Sales Revenue, 2016-2020 (USD Million)
Table 180: CNH Industrial Net Income, 2016-2020 (USD Million)
Table 181: CNH Industrial Sales Revenue, By Business Segment (%), FY2020
Table 182: CNH Industrial Sales Revenue, By Geographical Segment (%), FY2020
15.7 Trimble Inc.
Table 183: Trimble Inc. Annual Sales Revenue, 2016-2020 (USD Million) Table 184: Trimble Inc. Net Income, 2016-2020 (USD Million)
Table 185: Trimble Inc. Sales Revenue, By Business Segment (%), FY2020
Table 186: Trimble Inc. Sales Revenue, By Geographical Segment (%), FY2020
15.8 IBM Corporation
Table 187: IBM Corporation Annual Sales Revenue, 2016-2020 (USD Million)
Table 188: IBM Corporation Net Income, 2016-2020 (USD Million)
Table 189: IBM Corporation Sales Revenue, By Geographical Segment (%), FY2020
Table 190: IBM Corporation Sales Revenue, By Geographical Segment (%), FY2020
15.9 Microsoft Corporation
Table 191: Microsoft Corporation Annual Sales Revenue, 2016-2020 (USD Million)
Table 192: Microsoft Corporation Net Income, 2016-2020 (USD Million)
Table 193: Microsoft Corporation Sales Revenue, By Business Segment (%), FY2020
Table 194: Microsoft Corporation Sales Revenue, By Geographical Segment (%), FY2020
15.10 Hummingbird Technologies
15.11 DTN