Table of Content

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, 2016-2026

4.2 Impact of COVID-19 on Digital Agriculture Market

4.3 Global Digital Agriculture Market


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)

5.3 By Crop Monitoring - Market Size and Forecast (2016-2026)

5.4 By Artificial Intelligence - Market Size and Forecast (2016-2026)

5.5 By Precision Farming - Market Size and Forecast (2016-2026)


6. Global Digital Agriculture Market By Application

6.1 Competitive Scenario of Global Digital Agriculture Market: By Application (2020 & 2026)

6.2 By Field Mapping - Market Size and Forecast (2016-2026)

6.3 By Crop Scouting - Market Size and Forecast (2016-2026)

6.4 By Weather Tracking - Market Size and Forecast (2016-2026)

6.5 By Drone Analytics - Market Size and Forecast (2016-2026)

6.6 By Others - Market Size and Forecast (2016-2026)


7. Global Digital Agriculture Market: Regional Analysis

7.1 Competitive Scenario of Global Digital Agriculture Market: By Region (2020 & 2026)


8. Americas Digital Agriculture Market: An Analysis (2016-2026)

8.1 Americas Digital Agriculture Market by value: Size and Forecast (2016-2026)

8.2 Americas Digital Agriculture Market: Prominent Companies

8.3 Market Segmentation By Type (Crop Monitoring, Artificial Intelligence, Precision Farming)

8.4 Market Segmentation By Application (Field Mapping, Crop Scouting, Weather Tracking, Drone Analytics, Others )

8.5 Americas Digital Agriculture Market: Country Analysis

8.6 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)

8.8 United States Digital Agriculture Market: Size and Forecast (2016-2026)

8.9 United States Digital Agriculture Market Segmentation By Type (2016-2026)

8.10 United States Digital Agriculture Market Segmentation By Application (2016-2026)

8.11 Canada Digital Agriculture Market: Size and Forecast (2016-2026)

8.12 Canada Digital Agriculture Market Segmentation By Type (2016-2026)

8.13 Canada Digital Agriculture Market Segmentation By Application (2016-2026)

8.14 Mexico Digital Agriculture Market: Size and Forecast (2016-2026)

8.15 Mexico Digital Agriculture Market Segmentation By Type (2016-2026)

8.16 Mexico Digital Agriculture Market Segmentation By Application (2016-2026)

8.17 Brazil Digital Agriculture Market: Size and Forecast (2016-2026)

8.18 Brazil Digital Agriculture Market Segmentation By Type (2016-2026)

8.19 Brazil Digital Agriculture Market Segmentation By Application (2016-2026)


9. Europe Digital Agriculture Market: An Analysis (2016-2026)

9.1 Europe Digital Agriculture Market by value: Size and Forecast (2016-2026)

9.2 Europe Digital Agriculture Market: Prominent Companies

9.3 Market Segmentation By Type (Crop Monitoring, Artificial Intelligence, Precision Farming)

9.4 Market Segmentation By Application (Field Mapping, Crop Scouting, Weather Tracking, Drone Analytics, Others)

9.5 Europe Digital Agriculture Market: Country Analysis

9.6 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)

9.8 Germany Digital Agriculture Market: Size and Forecast (2016-2026)

9.9 Germany Digital Agriculture Market Segmentation By Type (2016-2026)

9.10 Germany Digital Agriculture Market Segmentation By Application (2016-2026)

9.11 France Digital Agriculture Market: Size and Forecast (2016-2026)

9.12 France Digital Agriculture Market Segmentation By Type (2016-2026)

9.13 France Digital Agriculture Market Segmentation By Application (2016-2026)

9.14 United Kingdom Digital Agriculture Market: Size and Forecast (2016-2026)

9.15 United Kingdom Digital Agriculture Market Segmentation By Type (2016-2026)

9.16 United Kingdom Digital Agriculture Market Segmentation By Application (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)

10.2 Asia-Pacific Digital Agriculture Market: Prominent Companies

10.3 Market Segmentation By Type (Crop Monitoring, Artificial Intelligence, Precision Farming)

10.4 Market Segmentation By Application (Field Mapping, Crop Scouting, Weather Tracking, Drone Analytics, Others)

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)

10.7 Competitive Scenario of Asia-Pacific Digital Agriculture Market - By Country (2020 & 2026)

10.8 China Digital Agriculture Market: Size and Forecast (2016-2026)

10.9 China Digital Agriculture Market Segmentation By Type (2016-2026)

10.10 China Digital Agriculture Market Segmentation By Application (2016-2026)

10.11 Japan Digital Agriculture Market: Size and Forecast (2016-2026)

10.12 Japan Digital Agriculture Market Segmentation By Type (2016-2026)

10.13 Japan Digital Agriculture Market Segmentation By Application (2016-2026)

10.14 South Korea Digital Agriculture Market: Size and Forecast (2016-2026)

10.15 South Korea Digital Agriculture Market Segmentation By Type (2016-2026)

10.16 South Korea Digital Agriculture Market Segmentation By Application (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)

12.2 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)

13. Competitive Landscape

13.1 Market Share of Leading Global Companies

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.

15.2 AGCO Corporation

15.3 Deere & Company

15.4 Farmers Edge

15.5 Bayer AG

15.6 CNH Industrial

15.7 Trimble Inc.

15.8 IBM Corporation

15.9 Microsoft Corporation

15.10 Hummingbird Technologies

15.11 DTN



List of Figures

List of Figures

Figure 1: Global Digital Agriculture Market Size, By Value, 2016-2026 (USD Million)

Figure 2: Global agriculture technology-as-a-service market share in 2020, by region

Figure 3: Artificial intelligence (AI) revenue worldwide in 2020, by segment (in billion USD)

Figure 4: Agricultural robot revenue worldwide from 2015 to 2024 (in billion U.S. dollars)

Figure 5: Global agricultural IoT size in 2018-2023E (in billion U.S. dollars)

Figure 6: Revenues from the artificial intelligence software revenue worldwide from 2018-2023E, by region (in billion U.S. dollars)

Figure 7: Share of AI in agriculture market by farming type

Figure 8: Artificial intelligence software revenue worldwide, 2018-2020, by region

Figure 9: Private investments in AI by geographical area, 2020 ( in Million USD)

Figure 10: Average benefits from AI-enabled use cases for climate action achieved worldwide as of 2019

Figure 11: Average benefits from AI-enabled use cases for climate action expected worldwide as of 2019

Figure 12: Agricultural IoT devices shipped worldwide, 2016-2020

Figure 13: Used IoT agriculture applications, 2020

Figure 14: Volume share of the power agriculture equipment market worldwide in 2019, by region

Figure 15: Global Digital Agriculture Market- By Type Market Share, 2020 & 2026

Figure 16: Global Digital Agriculture Market- By Crop Monitoring , By Value (USD Million), 2016-2026

Figure 17: Global Digital Agriculture Market- By Artificial Intelligence, By Value (USD Million), 2016-2026

Figure 18: Global Digital Agriculture Market- By Precision Farming, By Value (USD Million), 2016-2026

Figure 19: Global Digital Agriculture Market- By Application Market Share, 2020 & 2026

Figure 20: Global Digital Agriculture Market- By Field Mapping, By Value (USD Million), 2016-2026

Figure 21: Global Digital Agriculture Market- By Crop Scouting, By Value (USD Million), 2016-2026

Figure 22: Global Digital Agriculture Market- By Weather Tracking, By Value (USD Million), 2016-2026

Figure 23: Global Digital Agriculture Market- By Drone Analytics, By Value (USD Million), 2016-2026

Figure 24: Global Digital Agriculture Market- By Others, By Value (USD Million), 2016-2026

Figure 25: Global Digital Agriculture Market- By Region Market Share, 2020 & 2026

Figure 26: Worldwide investment Deal value and Deal count, 2014-2020

Figure 27: Americas Digital Agriculture Market Size, By Value, 2016-2026 (USD Million)

Figure 28: Number of agricultural technology enterprises in Latin America and the Caribbean in 2019, by country

Figure 29: American agriculture technology-as-a-service market share in 2020

Figure 30: IoT connections in North America 2018, 2019 and 2025E, (in billions)

Figure 31: New IoT connections North America 2018-2025E, by segment (in billions)

Figure 32: Digital agricultural technology enterprises in Latin America and the Caribbean in 2019, by technology

Figure 33: Funding amount of selected agricultural technology startups in Latin America as of November 2020 (in million USD)

Figure 34: Americas Digital Agriculture Market- By Type, By Value (USD Million), 2016-2026

Figure 35: Americas Digital Agriculture Market- By Application, By Value (USD Million), 2016-2026

Figure 36: Market Opportunity Chart of Americas Digital Agriculture Market- By Country, By Value (Year-2026)

Figure 37: Americas Digital Agriculture Market- By Country Market Share, 2020 & 2026

Figure 38: United States Digital Agriculture Market Size, By Value, 2016-2026 (USD Million)

Figure 39: Leading U.S. farmer smartphone activities 2016

Figure 40: Estimated Agricultural robots: U.S. market share, by type, 2018-2023E

Figure 41: Arable land (hectares) - United States (2016-2018)

Figure 42: Leading 10 U.S. states based on number of farms in 2020

Figure 43: Total number of farms in the United States from 2016 to 2020

Figure 44: Market value of the precision farming in the United States in 2016 and 2024(E), by application (in million USD)

Figure 45: Average farm size in the United States from 2016 to 2020 (in acres)

Figure 46: United states Digital Agriculture Market- By Type, By Value (USD Million), 2016-2026

Figure 47: United states Digital Agriculture Market- By Application, By Value (USD Million), 2016-2026

Figure 48: Canada Digital Agriculture Market Size, By Value, 2016-2026 (USD Million)

Figure 49: % of Canadian GDP, 2020

Figure 50: Annual investment value in Canada and united States, 2019 (in Millions, USD)

Figure 51: Canada Primary Energy consumption, (Exajoules), 2014-19

Figure 52: Canada’s agricultural greenhouse gas emissions 2019, by subsector (in million metric tons of Co2 equivalent)

Figure 53: Tech adoption by subsector in Precision Farming, by technology (in %)

Figure 54: Canadian Exports by Country, 2017, by %

Figure 55: Canada Digital Agriculture Market- By Type, By Value (USD Million), 2016-2026

Figure 56: Canada Digital Agriculture Market- By Application, By Value (USD Million), 2016-2026

Figure 57: Mexico Digital Agriculture Market Size, By Value, 2016-2026 (USD Million)

Figure 58: Smart irrigation controllers market value in selected countries in Mexico in 2018 and 2019 (in million U.S. dollars)

Figure 59: Distribution of agricultural technology enterprises in Mexico as of 2020, by sector of operation

Figure 60: Challenges for Agtech businesses 2020 in Mexico

Figure 61: Main incentives for adoption of agricultural technology by enterprises in Mexico as of 2020

Figure 62: Agritech employment growth rate in Mexico, 2017-2019, by sector

Figure 63: Mexico Digital Agriculture Market- By Type, By Value (USD Million), 2016-2026

Figure 64: Mexico Digital Agriculture Market- By Application, By Value (USD Million), 2016-2026

Figure 65: Brazil Digital Agriculture Market Size, By Value, 2016-2026 (USD Million)

Figure 66: Arable land (hectares) in Brazil, 2014-18

Figure 67: Brazil GDP From Agriculture, 2019-2021

Figure 68: Number of drones for agricultural use officially registered in Brazil as of August 2019, by state

Figure 69: Number of venture capital deals in Brazil in 1st half 2020, by sector

Figure 70: Agricultural drones in Brazil, 2019, by manufacturer

Figure 71: Mexico Finished Steel Consumption (Million Tonnes), 2015-2019

Figure 72: Brazil Digital Agriculture Market- By Type, By Value (USD Million), 2016-2026

Figure 73: Brazil Digital Agriculture Market- By Application, By Value (USD Million), 2016-2026

Figure 74: Europe Digital Agriculture Market Size, By Value, 2016-2026 (USD Million)

Figure 75: Usage of smartphones on farm holdings in Europe in 2019, by category of use

Figure 76: Distribution of the smart farming service in Europe 2018-2023E, by type

Figure 77: Estimation of the distribution of the smart farming in Europe 2018-2023E, by segment

Figure 78: Distribution of the smart farming hardware in Europe 2018-2023E, by sub-segment

Figure 79: IoT active connections in agriculture in Europe, 2016-2025E

Figure 80: Internet of Things (IoT) solutions spending in Europe 2019, by country/region, (in billion USD)

Figure 81: Share of farms using precision farming techniques in England 2017-2020 by performance

Figure 82: Europe Digital Agriculture Market- By Type, By Value (USD Million), 2016-2026

Figure 83: Europe Digital Agriculture Market- By Application, By Value (USD Million), 2016-2026

Figure 84: Market Opportunity Chart of Europe Digital Agriculture Market- By Country, By Value (Year-2026)

Figure 85: Europe Digital Agriculture Market- By Country Market Share, 2020 & 2026

Figure 86: Germany Digital Agriculture Market Size, By Value, 2016-2026 (USD Million)

Figure 87: Hectarage for potatoes in Germany from 2016-2021(in 1,000 hectares)

Figure 88: Production value of plant products in agriculture Germany 2020, by plant type (in million euros)

Figure 89: Agricultural businesses in Germany 2015-2020 (in 1,000s)

Figure 90: Estimated investment volume in agriculture Germany 2019-2021 (in billion euros)

Figure 91: Revenue from the Internet of Things in Germany from 2014 to 2020 (in billion euros)

Figure 92: Gross and net value added of agriculture in Germany from 2016-2019 (in million euros)

Figure 93: Total software spending in the agriculture industry in Germany, 2018-2024E (in million USD)

Figure 94: Germany Digital Agriculture Market- By Type, By Value (USD Million), 2016-2026

Figure 95: Germany Digital Agriculture Market- By Application, By Value (USD Million), 2016-2026

Figure 96: France Digital Agriculture Market Size, By Value, 2016-2026 (USD Million)

Figure 97: Share of farmers using technology or connected devices in France 2019, by type

Figure 98: Agri-food industry export value in France 2020, by food sector

Figure 99: Agricultural research and development expenditure in France 2017-2018

Figure 100: Current annual expenses per farm, by sector in France 2018

Figure 101: Sales from Parrot SA, by segment, 2014-2018

Figure 102: Internet devices used by farmers to manage their activity in France, 2019

Figure 103: France Digital Agriculture Market- By Type, By Value (USD Million), 2016-2026

Figure 104: France Digital Agriculture Market- By Application, By Value (USD Million), 2016-2026

Figure 105: United Kingdom Digital Agriculture Market Size, By Value, 2016-2026 (USD Million)

Figure 106: Share of supporters of drone use in agriculture management in the UK, 2016

Figure 107: Most popular uses of drones in the United Kingdom (UK) 2019

Figure 108: Share of farm holdings with an internet connection in England in 2019

Figure 109: Barriers for using devices on farms in England in 2019

Figure 110: Share of farm holdings using different devices in England in 2019, by region

Figure 111: Total factor productivity volume indices, Output, 2016-2020

Figure 112: United Kingdom Digital Agriculture Market- By Type, By Value (USD Million), 2016-2026

Figure 113: United Kingdom Digital Agriculture Market- By Application, By Value (USD Million), 2016-2026

Figure 114: Asia-Pacific Digital Agriculture Market Size, By Value, 2016-2026 (USD Million)

Figure 115: Share of agriculture in total employment in the Asia-Pacific region in 2019, by country or region

Figure 116: Market size of telecom agriculture worldwide 2015-2020, by region (in billion U.S. dollars)

Figure 117: Growth rate of the agriculture sector in Asia-Pacific in 2020, by country

Figure 118: Distribution of IoT technology Asia-Pacific 2020, by category

Figure 119: Artificial intelligence revenue growth, Asia-Pacific 2016-2020, (in million U.S. dollars)

Figure 120: IoT adoption in agricultural sector in India, 2020 (in %)

Figure 121: Asia-Pacific Digital Agriculture Market- By Type, By Value (USD Million), 2016-2026

Figure 122: Asia-Pacific Digital Agriculture Market- By Application, By Value (USD Million), 2016-2026

Figure 123: Market Opportunity Chart of Asia-Pacific Digital Agriculture Market- By Country, By Value (Year-2026)

Figure 124: Asia-Pacific Digital Agriculture Market- By Country Market Share, 2020 & 2026

Figure 125: China Digital Agriculture Market Size, By Value, 2016-2026 (USD Million)

Figure 126: Number of Artificial Intelligence (AI) investment deals in agriculture sector in China, 2014-2020

Figure 127: Acreage of sown or harvested land of farm crops in China 2015-2020 (in million hectares)

Figure 128: Surging in Agricultural drones (numbers) in China, 2017-20

Figure 129: Land Use by Crop Type in China, 2016

Figure 130: Size of the smart production systems in China 2016-2020 (in billion yuan)

Figure 131: IoT connection growth rate in China 2016-2020

Figure 132: China Digital Agriculture Market- By Type, By Value (USD Million), 2016-2026

Figure 133: China Digital Agriculture Market- By Application, By Value (USD Million), 2016-2026

Figure 134: Japan Digital Agriculture Market Size, By Value, 2016-2026 (USD Million)

Figure 135: Industry revenue of ?Agricultural machinery and equipment?, Japan 2016-2020, (in billion USD)

Figure 136: Agricultural drones in Japan, 2019-2023E (in billion Japanese yen)

Figure 137: Sales value of agricultural processing in Japan, 2014- 2019 (in billion Japanese yen)

Figure 138: Value of the farming technology in the agriculture and fishery industry, Japan, 2018-2022 (in billion Japanese yen)

Figure 139: Rice production volume of the agriculture sector in Japan, 2015-2019 (in million tons)

Figure 140: Business farmer?s share of farmland in Japan, 2015-2019

Figure 141: Annual shipments multipurpose industrial robots Japan 2016-2020, (in 1000 units)

Figure 142: Distribution of gross domestic product (GDP) across economic sectors in Japan, 2015-2018

Figure 143: Japan Digital Agriculture Market- By Type, By Value (USD Million), 2016-2026

Figure 144: Japan Digital Agriculture Market- By Application, By Value (USD Million), 2016-2026

Figure 145: South Korea Digital Agriculture Market Size, By Value, 2016-2026 (USD Million)

Figure 146: Total farmland area South Korea 2016-2020, (in million hectares)

Figure 147: AI industry in South Korea , by category, 2020 (in trillion South Korean won)

Figure 148: GDP from agriculture, forestry and fishing South Korea 2016-2020, (in trillion South Korean won)

Figure 149: Smart agriculture production system in South Korea from 2015 to 2020 (in trillion South Korean won)

Figure 150: Smart agricultural machinery size in South Korea, 2015-2020, (in trillion South Korean won)

Figure 151: Smart farming production system South Korea 2015-2020, (in trillion South Korean won)

Figure 152: Number of Internet of Things (IoT) businesses by business field South Korea 2020

Figure 153: South Korea Digital Agriculture Market- By Type, By Value (USD Million), 2016-2026

Figure 154: South Korea Digital Agriculture Market- By Application, By Value (USD Million), 2016-2026

Figure 155: Market Attractiveness Chart of Global Digital Agriculture Market- By Type (Year-2026)

Figure 156: Market Attractiveness Chart of Global Digital Agriculture Market- By Application (Year-2026)

Figure 157: Market Attractiveness Chart of Global Digital Agriculture Market- By Region (Year-2026)

Figure 158: Global Digital Agriculture company market share (%), 2020

Figure 159: Ag Growth International Inc. Annual Sales Revenue, 2016-2020 (USD Million)

Figure 160: Ag Growth International Inc. Profit (Loss), 2016-2020 (USD Million)

Figure 161: Ag Growth International Inc. Sales Revenue, By Business Segment (%), FY2020

Figure 162: Ag Growth International Inc. Sales Revenue, By Geographical Segment (%), FY2020

Figure 163: AGCO Corporation Annual Sales Revenue, 2016-2020 (USD Million)

Figure 164: AGCO Corporation Gross Profit, 2016-2020 (USD Million)

Figure 165: AGCO Corporation Sales Revenue, By Business Segment (%), FY2020

Figure 166: AGCO Corporation Sales Revenue, By Geographical Segment (%), FY2020

Figure 167: Deere & Company Annual Sales Revenue, 2016-2020 (USD Million)

Figure 168: Deere & Company Net Income, 2016-2020 (USD Million)

Figure 169: Deere & Company Sales Revenue, By Business Segment (%), FY2020

Figure 170: Deere & Company Sales Revenue, By Geographical Segment (%), FY2020

Figure 171: Farmers Edge Inc. Annual Sales Revenue, 2016-2020 (USD Million)

Figure 172: Farmers Edge Inc. Net Profit (Loss), 2016-2020 (USD Million)

Figure 173: Farmers Edge Inc. Sales Revenue, By Business Segment (%),FY2020

Figure 174: Farmers Edge Inc. Sales Revenue, By Geographical Segment (%),FY2020

Figure 175: Bayer AG Annual Sales Revenue, 2016-2020 (USD Million)

Figure 176: Bayer AG Net Income, 2016-2020 (USD Million)

Figure 177: Bayer AG Sales Revenue, By Business Segment (%), FY2020

Figure 178: Bayer AG Sales Revenue, By Geographical Segment (%), FY2020

Figure 179: CNH Industrial Annual Sales Revenue, 2016-2020 (USD Million)

Figure 180: CNH Industrial Net Income, 2016-2020 (USD Million)

Figure 181: CNH Industrial Sales Revenue, By Business Segment (%), FY2020

Figure 182: CNH Industrial Sales Revenue, By Geographical Segment (%), FY2020

Figure 183: Trimble Inc. Annual Sales Revenue, 2016-2020 (USD Million)

Figure 184: Trimble Inc. Net Income, 2016-2020 (USD Million)

Figure 185: Trimble Inc. Sales Revenue, By Business Segment (%), FY2020

Figure 186: Trimble Inc. Sales Revenue, By Geographical Segment (%), FY2020

Figure 187: IBM Corporation Annual Sales Revenue, 2016-2020 (USD Million)

Figure 188: IBM Corporation Net Income, 2016-2020 (USD Million)

Figure 189: IBM Corporation Sales Revenue, By Geographical Segment (%), FY2020

Figure 190: IBM Corporation Sales Revenue, By Geographical Segment (%), FY2020

Figure 191: Microsoft Corporation Annual Sales Revenue, 2016-2020 (USD Million)

Figure 192: Microsoft Corporation Net Income, 2016-2020 (USD Million)

Figure 193: Microsoft Corporation Sales Revenue, By Business Segment (%), FY2020

Figure 194: Microsoft Corporation Sales Revenue, By Geographical Segment (%), FY2020


Tables:

Table A: List of Prominent Players in the Agricultural Robot industry