Crop Monitoring Market with Covid-19 Impact Analysis, by Offering (Hardware, Software, Services), Technology (Sensing & Imagery, VRT), Application (Field Mapping, Soil Monitoring, Crop Scouting), Farm Size, Region - Global Forecast to 2025

新型コロナウイルス感染症の影響による作物モニタリングの世界市場予測:提供方式別(ハードウェア、ソフトウェア、サービス)、技術別(センシング・画像、VRT)、用途別(フィールドマッピング、土壌モニタリング、作物調査)、農場規模別、地域別

◆タイトル:Crop Monitoring Market with Covid-19 Impact Analysis, by Offering (Hardware, Software, Services), Technology (Sensing & Imagery, VRT), Application (Field Mapping, Soil Monitoring, Crop Scouting), Farm Size, Region - Global Forecast to 2025
◆商品コード:SE 7707
◆調査・発行会社:MarketsandMarkets
◆発行日:2020年8月28日
◆ページ数:207
◆レポート形式:PDF / 英語
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【レポートの概要】

MarketsandMarkets社は新型コロナウイルス感染症の影響による作物モニタリングの世界市場が2020年22億ドルから2025年44億ドルまで、年平均15.2%成長すると予測しております。本調査レポートでは、新型コロナウイルス感染症の影響による作物モニタリングの世界市場について詳細に調査・分析し、イントロダクション、調査手法、エグゼクティブサマリー、プレミアムインサイト、市場概要、市場動向、提供方式別(ハードウェア、ソフトウェア、サービス)分析、技術別(センシング&イメージ、変動レート技術、自動化・ロボット)分析、用途別(フィールドマッピング、土壌モニタリング、作物スカウト・モニタリング、収量マッピン)分析、農場規模別(大規模農場、中規模農場)分析、地域別分析、競争状況、企業情報などを含めております。
・イントロダクション
・調査手法
・エグゼクティブサマリー
・プレミアムインサイト
・市場概要
・市場動向
・新型コロナウイルス感染症の影響による作物モニタリングの世界市場規模:提供方式別(ハードウェア、ソフトウェア、サービス)
・新型コロナウイルス感染症の影響による作物モニタリングの世界市場規模:技術別(センシング&イメージ、変動レート技術、自動化・ロボット)
・新型コロナウイルス感染症の影響による作物モニタリングの世界市場規模:用途別(フィールドマッピング、土壌モニタリング、作物スカウト・モニタリング、収量マッピン)
・新型コロナウイルス感染症の影響による作物モニタリングの世界市場規模:農場規模別(大規模農場、中規模農場)
・新型コロナウイルス感染症の影響による作物モニタリングの世界市場規模:地域別
・競争状況
・企業情報

“Rising awareness among the farmers towards the digital and remote sensing technologies wordlwide”
The crop monitoring market is estimated to be worth USD 2.2 billion in 2020 and is projected to reach USD 4.4 billion by 2025, at a CAGR of 15.2%. The crop monitoring market has a promising growth potential owing to sevral factors such as suring investments in the agriculture technology segment, rising concerns in regards with food security and safety across the world.
The crop monitoring market is at a nascent stage and is expected to see a robust growth during the forecast period. The rising use of IoT and AI based devices as well as the penetration of internet among the farmers has resulted in the development of the remote sensing and monitoring technology. The impact of COVID-19 on the crop monitoring market is likely to be there for a short term, and by end of 2020 or early 2021 the market is expected to witness robust recovery with higher demand for installation of IoT devices in agricultural farms across the world to make optimum use of resources with reduced labor requirements in the fields.

“The market for automation and robotics is estimated to grow at highest CAGR during the forecast period”
The penetration of the automation and robotics is increasing and is expected to grow at the highest CAGR during the forecast period. The very reason for the high demand for the automation and robotics in the crop monitoring market is the various challenges faced by the farmers such as labor crisis and associated costs. Moreover the automation could lead to better farm operations without much human intervention resulting in efficient farm management.

“The market for software is estimated to grow at highest CAGR between 2020 and 2025″
The crop monitoring market for software is expected to flourish at the highest growth rate due to the penetration of internet in the major parts of the world, the development of smartphones and its wide reach, and the need to optimize farm processes with the use of advanced technologies such as artificial intelligence, machine learning, and big data analytics. The ongoing COVID-19 pandemic is further expected to accelerate the growth of the crop monitoring software segment due to the widespread increasing demand for satellite-based remote sensing technology.

“The market for weather tracking and forecasting application is estimated to grow at highest CAGR from 2020 to 2025″
The crop monitoring market for the weather tracking and forecasting application is expected to grow at the highest CAGR during the forecast period. Crop monitoring enables accurate inputs to ensure higher productivity and efficiency and the weather tracking & forecasting application enables growers to precisely provide inputs as per the weather conditions. Apart from this, climate change has resulted in growers opting for weather-specific planning so as to minimize losses. The market for these applications is expected to recover gradually due to the disruptions caused by the COVID-19 pandemic and is expected to fully recover by 2021 as the demand for food is consistently rising.

“Crop monitoring market in the APAC region is expected to witness a robust growth during 2020-2025″
The rising invetments in the ag-tech sector in APAC, increasing penetration of remote sensing technology along with the awareness among the farmers with respect to the remote monitoring and use of telematics are some of the major factors for the high growth of crop monitoring market. The region has a promising growth prospects in the crop monitoring market owing to the presence of various international and domestic players in the field of crop monitoring in countries such as India, China, Japan, and Australia. Several other factors for the growth of crop monitoring market in the APAC region are strong government support to digitize agriculture, rising concerns to boost productivity and integration of advanced systems with the various equipment.

The breakup of primaries conducted during the study is depicted below:
• By Company Type: Tier 1 – 40 %, Tier 2 – 35%, and Tier 3 –25%
• By Designation: C-Level Executives – 57%, Directors – 29%, and Others – 14%
• By Region: Americas– 40%, Europe – 30%, APAC – 20%, and RoW – 10%

The major players in the crop monitoring market are Topcon Corporation (Japan), Trimble (US), The Climate Corporation (US), Yara International (Norway), CropX Technologies (Israel), Cropio (Switzerland), Earth Observing System (US), PrecisionHawk (US), Ag Leader (US) and Taranis (Israel)

Research Coverage
The report segments the crop monitoring market and forecasts its size, by volume and value, based on region (Americas, Europe, Asia Pacific, and RoW), offering (hardware, softwar and services), technology (sensing and imagery, VRT, automation and robotics) farm size (small, medium and large), application (field mapping, soil monitoring, crop scouting and monitoring, yield mapping and monitoring, variable rate application, weather tracking and forecasting and others)
The report also provides a comprehensive review of market drivers, restraints, opportunities, and challenges in the crop monitoring market. The report also covers qualitative aspects in addition to the quantitative aspects of these markets.

Key Benefits of Buying This Report
• This report includes the market statistics pertaining to offering, technology, farm size, application and region
• An in-depth value chain analysis has been done to provide deep insight into the crop monitoring market.
• Major market drivers, restraints, challenges, and opportunities have been detailed in this report.
• The report includes an in-depth analysis and ranking of key players.

【レポートの目次】

1 INTRODUCTION 25
1.1 STUDY OBJECTIVES 25
1.2 DEFINITION AND SCOPE 25
1.2.1 INCLUSIONS AND EXCLUSIONS 26
1.3 STUDY SCOPE 26
1.3.1 MARKETS COVERED 26
1.3.2 GEOGRAPHIC SCOPE 27
1.3.3 YEARS CONSIDERED 27
1.4 CURRENCY 28
1.5 LIMITATIONS 28
1.6 STAKEHOLDERS 28

2 RESEARCH METHODOLOGY 29
2.1 RESEARCH DATA 29
FIGURE 1 CROP MONITORING MARKET: RESEARCH DESIGN 30
2.1.1 SECONDARY DATA 31
2.1.1.1 List of major secondary sources 31
2.1.1.2 Key data from secondary sources 32
2.1.2 PRIMARY DATA 32
2.1.2.1 Primary interviews with experts 32
2.1.2.2 Major List of Primary Participants 33
2.1.2.3 Breakdown of primaries 33
2.1.2.4 Key data from primary sources 34
2.1.3 SECONDARY AND PRIMARY RESEARCH 35
2.1.3.1 Key industry insights 36
2.2 MARKET SIZE ESTIMATION 36
2.2.1 BOTTOM-UP APPROACH 37
2.2.1.1 Approach for capturing market size by bottom-up analysis
(demand side) 37
FIGURE 2 MARKET SIZE ESTIMATION METHODOLOGY: BOTTOM-UP APPROACH 37
2.2.2 TOP-DOWN APPROACH 37
2.2.2.1 Approach for capturing market size by top-down analysis
(supply side) 38
FIGURE 3 MARKET SIZE ESTIMATION METHODOLOGY: TOP-DOWN APPROACH 38
FIGURE 4 MARKET SIZE ESTIMATION: DEMAND SIDE APPROACH 39
TABLE 1 REMOTE SENSING TECHNOLOGY PENETRATION IN MAJOR COUNTRIES 40
FIGURE 5 MARKET SIZE ESTIMATION: SUPPLY SIDE APPROACH 41
2.3 MARKET BREAKDOWN AND DATA TRIANGULATION 42
FIGURE 6 DATA TRIANGULATION 42
2.4 RESEARCH ASSUMPTIONS 43

3 EXECUTIVE SUMMARY 44
3.1 REALISTIC (POST-COVID-19) SCENARIO 45
3.2 OPTIMISTIC (POST-COVID-19) SCENARIO 45
3.3 PESSIMISTIC (POST-COVID-19) SCENARIO 45
FIGURE 7 CROP MONITORING MARKET, 2017–2025 (USD MILLION) 46
FIGURE 8 CROP MONITORING MARKET FOR SOFTWARE TO GROW AT HIGHEST CAGR FROM 2020 TO 2025 46
FIGURE 9 CROP MONITORING MARKET FOR AUTOMATION & ROBOTICS POISED TO GROW AT HIGHEST CAGR FROM 2020 TO 2025 47
FIGURE 10 CROP SCOUTING AND MONITORING APPLICATION TO HOLD LARGEST SIZE OF CROP MONITORING MARKET IN 2020 48
FIGURE 11 NORTH AMERICA TO ACCOUNT FOR LARGEST SHARE OF CROP MONITORING MARKET IN 2020 49
FIGURE 12 MEDIUM-SIZED FARMS TO ACCOUNT FOR LARGEST SHARE OF CROP MONITORING MARKET IN 2020 50

4 PREMIUM INSIGHTS 51
4.1 ATTRACTIVE OPPORTUNITIES IN CROP MONITORING MARKET 51
FIGURE 13 INCREASING ADOPTION OF HYPERSPECTRAL IMAGING CAMERAS AND IOT-BASED DEVICES IN AGRICULTURE FOR CROP MONITORING 51
4.2 CROP MONITORING MARKET IN APAC, BY TECHNOLOGY AND COUNTRY 52
FIGURE 14 AUSTRALIA AND SENSING & IMAGERY TECHNOLOGY WERE LARGEST SHAREHOLDERS OF CROP MONITORING MARKET IN ASIA PACIFIC IN 2019 52
4.3 CROP MONITORING MARKET, BY OFFERING 52
FIGURE 15 HARDWARE SEGMENT TO HOLD LARGEST SHARE OF CROP MONITORING MARKET IN 2020 AND 2025 52
4.4 CROP MONITORING MARKET, BY APPLICATION 53
FIGURE 16 CROP SCOUTING AND MONITORING TO ACCOUNT FOR LARGEST SIZE OF CROP MONITORING MARKET IN 2020 53
4.5 GEOGRAPHIC ANALYSIS OF CROP MONITORING MARKET 53
FIGURE 17 CROP MONITORING MARKET IN CHINA TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD 53

5 MARKET OVERVIEW 54
5.1 INTRODUCTION 54
5.2 MARKET DYNAMICS 55
FIGURE 18 CROP MONITORING MARKET: DRIVERS, RESTRAINTS, OPPORTUNITIES,
AND CHALLENGES 55
5.2.1 DRIVERS 55
5.2.1.1 Rising adoption of AI and IoT-based crop monitoring devices 55
5.2.1.2 Increasing concerns for high yield, farmers’ profitability, food safety, and traceability 56
FIGURE 19 AGRICULTURAL CROP OUTPUT PER HECTARE (2018) 57
5.2.1.3 Growing literacy among growers regarding digital and remote sensing technologies worldwide 57
5.2.1.4 Surging investments in ag-tech and venture capital deals in terms of volume and size 58
FIGURE 20 GLOBAL ANNUAL FUNDING IN AGRICULTURE TECHNOLOGY,
2012-2020 (USD BILLION) 58
FIGURE 21 IMPACT ANALYSIS: DRIVERS 59
5.2.2 RESTRAINTS 59
5.2.2.1 Low penetration of advance agriculture technologies in developing countries 59
5.2.2.2 Barriers created by limited internet connectivity in developing countries 59
FIGURE 22 INTERNET PENETRATION IN DEVELOPING COUNTRIES (2019) 60
FIGURE 23 IMPACT ANALYSIS: RESTRAINTS 60
5.2.3 OPPORTUNITIES 61
5.2.3.1 Further boost of digitization plan in agriculture sector due to
COVID-19 61
5.2.3.2 Increasing focus on sustainable agriculture and profitability for farmers 61
5.2.3.3 Surging adoption of remote sensing technology and variable rate technology 62
FIGURE 24 IMPACT ANALYSIS: OPPORTUNITIES 62
5.2.4 CHALLENGES 63
5.2.4.1 Temporary supply chain disruptions due to COVID-19 pandemic 63
5.2.4.2 Analyzing big data gathered from farms and interoperability of different standards 63
5.2.4.3 Small and fragmented land holdings in large parts of world 63
FIGURE 25 CROP HARVESTED AREA FOR DIFFERENT REGIONS (MILLION HECTARES) 64
FIGURE 26 IMPACT ANALYSIS: CHALLENGES 64

6 INDUSTRY TRENDS 65
6.1 INTRODUCTION 65
6.2 MAJOR TECHNOLOGY TRENDS IN CROP MONITORING MARKET 65
6.2.1 ADVANCEMENTS IN HYPERSPECTRAL AND MULTISPECTRAL IMAGING TECHNOLOGIES 65
6.2.2 EVOLVING IOT SOLUTIONS FOR CONNECTED FARMING 66
6.3 MAJOR PLAYERS AT DIFFERENT STAGES OF VALUE CHAIN IN CROP MONITORING MARKET 66
6.4 SUPPLY CHAIN ANALYSIS 67
FIGURE 27 SUPPLY CHAIN: CROP MONITORING MARKET 67
6.5 TECHNOLOGY ROADMAP 68
6.5.1 TECHNOLOGY ROADMAP (2010–2025) 68
FIGURE 28 PRESENT AND UPCOMING TECHNOLOGIES IN CROP MONITORING MARKET 68
6.6 IMPACT OF COVID-19 ON CROP MONITORING MARKET 68

7 CROP MONITORING MARKET, BY OFFERING 70
7.1 INTRODUCTION 71
FIGURE 29 CROP MONITORING MARKET FOR SOFTWARE IS EXPECTED TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD 71
TABLE 2 CROP MONITORING MARKET, BY OFFERING, 2017–2025 (USD MILLION) 72
7.2 HARDWARE 72
TABLE 3 CROP MONITORING HARDWARE MARKET, BY TYPE,
2017–2025 (USD MILLION) 72
TABLE 4 CROP MONITORING MARKET FOR HARDWARE, BY TECHNOLOGY,
2017–2025 (USD MILLION) 73
TABLE 5 CROP MONITORING MARKET FOR HARDWARE, BY APPLICATION,
2017–2025 (USD MILLION) 73
FIGURE 30 PENETRATION OF CROP MONITORING TECHNOLOGY IN SMALL FARMS IS EXPECTED TO GROW AT HIGHEST RATE DURING 2020–2025 74
TABLE 6 CROP MONITORING MARKET FOR HARDWARE, BY FARM TYPE,
2017–2025 (USD MILLION) 74
TABLE 7 CROP MONITORING MARKET FOR HARDWARE, BY REGION,
2017–2025 (USD MILLION) 75
7.2.1 SENSING & MONITORING DEVICES 75
FIGURE 31 CAMERA SYSTEMS EXPECTED TO EXHIBIT HIGHEST GROWTH DURING FORECAST PERIOD 75
TABLE 8 CROP MONITORING MARKET FOR SENSING AND MONITORING DEVICES,
BY TYPE, 2017–2025 (USD MILLION) 76
TABLE 9 CROP MONITORING MARKET FOR SENSING AND MONITORING DEVICES,
BY FARM TYPE, 2017–2025 (USD MILLION) 76
TABLE 10 CROP MONITORING MARKET FOR SENSING AND MONITORING DEVICES,
BY REGION, 2017–2025 (USD MILLION) 76
7.2.1.1 Sensors 77
FIGURE 32 MOISTURE SENSORS TO HOLD LARGEST SHARE OF CROP MONITORING MARKET IN 2025 77
TABLE 11 CROP MONITORING MARKET FOR SENSORS, BY TYPE,
2017–2025 (USD MILLION) 77
TABLE 12 CROP MONITORING MARKET FOR SENSORS, BY FARM TYPE,
2017–2025 (USD MILLION) 78
TABLE 13 CROP MONITORING MARKET FOR SENSORS, BY REGION,
2017–2025 (THOUSAND UNITS) 78
7.2.1.1.1 Nutrient sensors 78
7.2.1.1.1.1 Nutrient sensors to witness significant growth during forecast period owing to developments in precision agriculture practices 78
7.2.1.1.2 Moisture sensors 79
7.2.1.1.2.1 Moisture sensors to witness higher adoption for efficient management of irrigation 79
7.2.1.1.3 Temperature sensors 79
7.2.1.1.3.1 Increasing adoption of temperature sensors for sowing and checking suitability of soil for planting 79
7.2.1.1.4 Water sensors 79
7.2.1.1.4.1 Need to focus on effective control on irrigation to drive use of water sensors 79
7.2.1.1.5 Climate sensors 79
7.2.1.1.5.1 Uncertainties related to weather and climate to propel demand for climate sensors 79
7.2.1.1.6 Others 80
7.2.1.2 Camera systems 80
7.2.1.2.1 Surging adoption of hyperspectral imaging cameras for crop monitoring and NDVI measurement 80
7.2.1.3 Yield monitors 80
7.2.1.3.1 Market for yield monitor application to grow at significant rate during forecast period 80
TABLE 14 CROP MONITORING MARKET FOR YIELD MONITORS, BY FARM SIZE,
2017–2025 (USD MILLION) 81
7.2.1.4 Others 81
7.2.2 AUTOMATION & CONTROL 81
FIGURE 33 SMART CONTROLLERS ARE EXPECTED TO EXHIBIT HIGHEST GROWTH RATE DURING FORECAST PERIOD 81
TABLE 15 CROP MONITORING MARKET FOR AUTOMATION AND CONTROL DEVICES,
BY TYPE, 2017–2025 (USD MILLION) 82
TABLE 16 CROP MONITORING MARKET FOR AUTOMATION AND CONTROL DEVICES,
BY FARM SIZE, 2017–2025 (USD MILLION) 82
TABLE 17 CROP MONITORING MARKET FOR AUTOMATION AND CONTROL DEVICES,
BY REGION, 2017–2025 (USD MILLION) 83
7.2.2.1 GNSS/GPS 83
FIGURE 34 CROP MONITORING MARKET FOR RTK IS EXPECTED TO GROW AT HIGHER CAGR DURING FORECAST PERIOD 84
TABLE 18 CROP MONITORING MARKET FOR GPS/GNSS DEVICES, BY TYPE,
2017–2025 (USD MILLION) 84
TABLE 19 CROP MONITORING MARKET FOR GPS DEVICES, BY FARM SIZE,
2017–2025 (USD MILLION) 85
7.2.2.1.1 DGPS 85
7.2.2.1.1.1 High demand for DGPS devices in variable rate applications 85
7.2.2.1.2 RTK 85
7.2.2.1.2.1 RTK receivers to witness higher growth owing to higher accuracy in signal correction 85
7.2.2.2 Displays 85
7.2.2.2.1 Integration of display devices into crop monitoring systems is expected to drive market growth 85
7.2.2.3 Smart controllers 86
7.2.2.3.1 Demand for irrigation controllers and fertilizer controllers to witness substantial growth during post-COVID-19 pandemic 86
7.2.2.4 Others 86
7.3 SOFTWARE 87
FIGURE 35 CROP MONITORING MARKET FOR ON-CLOUD SOFTWARE TO GROW AT HIGHER CAGR DURING FORECAST PERIOD 87
TABLE 20 CROP MONITORING MARKET FOR SOFTWARE, BY TYPE,
2017–2025 (USD MILLION) 88
TABLE 21 CROP MONITORING MARKET FOR SOFTWARE, BY APPLICATION,
2017–2025 (USD MILLION) 88
TABLE 22 CROP MONITORING MARKET FOR SOFTWARE, BY FARM SIZE,
2017–2025 (USD MILLION) 89
TABLE 23 CROP MONITORING MARKET FOR SOFTWARE, BY REGION,
2017–2025 (USD MILLION) 89
7.3.1 ON CLOUD 90
7.3.1.1 Increasing popularity of software-as-a-service model fuels demand for cloud technology to ensure remote access to crucial data 90
7.3.2 ON PREMISE 90
7.3.2.1 On-premise delivery model held smaller share of crop monitoring software market in 2019 90
7.4 SERVICES 91
FIGURE 36 SYSTEM INTEGRATION AND CONSULTING SERVICES TO HOLD LARGEST MARKET SHARE AMONG OTHER SERVICES IN 2020 91
TABLE 24 CROP MONITORING MARKET FOR SERVICES, BY TYPE,
2017–2025 (USD MILLION) 91
TABLE 25 CROP MONITORING MARKET FOR SERVICES, BY APPLICATION,
2017–2025 (USD MILLION) 92
TABLE 26 CROP MONITORING MARKET FOR SERVICES , BY FARM SIZE,
2017–2025 (USD MILLION) 92
FIGURE 37 MARKET IN APAC IS EXPECTED TO GROW AT FASTEST RATE DURING FORECAST PERIOD 93
TABLE 27 CROP MONITORING MARKET FOR SERVICES, BY REGION,
2017–2025 (USD MILLION) 93
7.4.1 SYSTEM INTEGRATION AND CONSULTING 93
7.4.1.1 System integration and consulting services held largest share
in 2019 93
7.4.2 MANAGED SERVICES 94
TABLE 28 CROP MONITORING MARKET FOR MANAGED SERVICES, BY TYPE,
2017–2025 (USD MILLION) 94
7.4.2.1 Farm operations 94
7.4.2.1.1 Transforming traditional farm operations toward digital platform to boost market for farm operation services 94
7.4.2.2 Data services 95
7.4.2.2.1 Increasing penetration of mobile applications has contributed toward higher demand for data services 95
7.4.2.3 AI-based analytics 95
7.4.2.3.1 AI-based analytics to provide actionable insights to farmers by addressing crop health-related issues 95
7.4.3 CONNECTED SERVICES 95
7.4.3.1 Connected Services have strong growth potential in coming years 95
7.4.4 ASSISTED PROFESSIONAL SERVICES 96
7.4.4.1 Supply chain management services 96
7.4.4.2 Climate information services 96

8 CROP MONITORING MARKET, BY TECHNOLOGY 97
8.1 INTRODUCTION 98
FIGURE 38 AUTOMATION & ROBOTICS TO EXHIBIT HIGHEST CAGR IN CROP MONITORING MARKET FROM 2020 TO 2025 98
TABLE 29 CROP MONITORING MARKET, BY TECHNOLOGY, 2017–2025 (USD MILLION) 99
8.2 SENSING & IMAGERY 99
TABLE 30 CROP MONITORING MARKET FOR SENSING & IMAGERY TECHNOLOGY,
BY TYPE, 2017–2025 (USD MILLION) 100
TABLE 31 CROP MONITORING MARKET FOR SENSING & IMAGERY TECHNOLOGY,
BY OFFERING, 2017–2025 (USD MILLION) 100
FIGURE 39 CROP MONITORING MARKET FOR WEATHER TRACKING & FORECASTING TO GROW AT HIGHEST CAGR FROM 2020 TO 2025 101
TABLE 32 CROP MONITORING MARKET FOR SENSING & IMAGERY TECHNOLOGY,
BY APPLICATION, 2017–2025 (USD MILLION) 101
TABLE 33 CROP MONITORING MARKET FOR SENSING & IMAGERY TECHNOLOGY,
BY REGION, 2017–2025 (USD MILLION) 102
TABLE 34 CROP MONITORING MARKET FOR SENSING & IMAGERY TECHNOLOGY,
BY FARM SIZE, 2017–2025 (USD MILLION) 102
8.2.1 SATELLITE REMOTE SENSING 102
8.2.1.1 Satellite remote sensing held largest share of market for sensing and imagery technology in 2019 102
8.2.2 DRONE BASED/ AERIAL SENSING 103
8.2.2.1 Market for Drone imaging is expected to grow at fastest rate during forecast period 103
8.2.3 GROUND-BASED SENSING 104
8.2.3.1 Surging adoption of telematics has resulted in demand for ground-based sensing devices 104
8.3 VARIABLE RATE TECHNOLOGY 104
8.3.1 VARIABLE RATE TECHNOLOGY IS GAINING MOMENTUM DUE TO INCREASING AWARENESS AMONG FARMERS 104
FIGURE 40 HARDWARE SEGMENT IS EXPECTED TO HOLD A MAJOR SHARE OF CROP MONITORING MARKET FOR VRT IN 2020 105
TABLE 35 CROP MONITORING MARKET FOR VRT, BY OFFERING,
2017–2025 (USD MILLION) 105
TABLE 36 CROP MONITORING MARKET FOR VRT, BY REGION,
2017–2025 (USD MILLION) 106
TABLE 37 CROP MONITORING MARKET FOR VRT, BY FARM SIZE,
2017–2025 (USD MILLION) 106
8.4 AUTOMATION AND ROBOTICS 106
8.4.1 MARKET FOR AUTOMATION AND ROBOTICS IS EXPECTED TO GROW AT HIGHEST RATE DURING FORECAST PERIOD 106
TABLE 38 CROP MONITORING MARKET FOR AUTOMATION & ROBOTICS, BY OFFERING, 2017–2025 (USD MILLION) 107
FIGURE 41 MARKET FOR AUTOMATION AND ROBOTICS IN APAC IS EXPECTED TO GROW AT HIGHEST RATE DURING FORECAST PERIOD 108
TABLE 39 CROP MONITORING MARKET FOR AUTOMATION & ROBOTICS TECHNOLOGY, BY REGION, 2017–2025 (USD MILLION) 108
TABLE 40 CROP MONITORING MARKET FOR AUTOMATION & ROBOTICS TECHNOLOGY, BY FARM SIZE, 2017–2025 (USD MILLION) 109

9 CROP MONITORING MARKET, BY APPLICATION 110
9.1 INTRODUCTION 111
FIGURE 42 CROP MONITORING MARKET FOR WEATHER TRACKING & FORECASTING APPLICATION IS EXPECTED TO GROW AT FASTEST RATE DURING FORECAST PERIOD 111
TABLE 41 CROP MONITORING MARKET, BY APPLICATION, 2017–2025 (USD MILLION) 112
9.2 FIELD MAPPING 112
TABLE 42 CROP MONITORING MARKET FOR FIELD MAPPING APPLICATION,
BY TECHNOLOGY, 2017–2025 (USD MILLION) 113
TABLE 43 CROP MONITORING MARKET FOR FIELD MAPPING, BY REGION,
2017–2025 (USD MILLION) 113
9.2.1 BOUNDARY MAPPING 113
9.2.1.1 Boundary mapping is expected to exhibit higher growth 113
9.2.2 DRAINAGE MAPPING 114
9.2.2.1 Drainage mapping to witness high demand owing to rising use of precision agriculture technology 114
9.3 SOIL MONITORING 114
9.3.1 SOIL MONITORING IS WITNESSING SURGE IN DEMAND FOR MEASURING SOIL MOISTURE CONTENT, SALINITY, AND TEMPERATURE 114
FIGURE 43 SENSING AND IMAGERY HOLDS LARGER SHARE OF CROP MONITORING MARKET FOR SOIL MONITORING APPLICATION 115
TABLE 44 CROP MONITORING MARKET FOR SOIL MONITORING APPLICATION,
BY TECHNOLOGY, 2017–2025 (USD MILLION) 115
TABLE 45 CROP MONITORING MARKET FOR SOIL MONITORING APPLICATION,
BY REGION, 2017–2025 (USD MILLION) 116
9.4 CROP SCOUTING AND MONITORING 116
9.4.1 CROP SCOUTING AND MONITORING APPLICATION HOLDS MAJOR CHUNK OF CROP MONITORING MARKET 116
TABLE 46 CROP MONITORING MARKET FOR CROP SCOUTING APPLICATION,
BY TECHNOLOGY, 2017–2025 (USD MILLION) 117
TABLE 47 CROP MONITORING MARKET FOR CROP SCOUTING AND MONITORING APPLICATION, BY REGION, 2017–2025 (USD MILLION) 117
9.5 YIELD MAPPING AND MONITORING 118
9.5.1 YIELD MONITORING PROVIDES FARMERS INFORMATION ABOUT WEATHER CONDITIONS, SOIL PROPERTIES, AND FERTILIZERS 118
TABLE 48 BENEFITS OF YIELD MONITORING 118
TABLE 49 CROP MONITORING MARKET FOR YIELD MONITORING APPLICATION,
BY TECHNOLOGY, 2017–2025 (USD MILLION) 119
FIGURE 44 CROP MONITORING MARKET FOR YIELD MONITORING APPLICATION IN APAC IS EXPECTED TO GROW AT HIGHEST RATE DURING FORECAST PERIOD 119
TABLE 50 CROP MONITORING MARKET FOR YIELD MONITORING, BY REGION, 2017–2025 (USD MILLION) 120
9.5.2 ON-FARM YIELD MONITORING 120
9.5.3 OFF-FARM YIELD MONITORING 120
9.6 VARIABLE RATE APPLICATION 121
9.6.1 RISE OF CROP MONITORING TECHNIQUES WILL LEAD TO WIDER ADOPTION OF VARIABLE RATE TECHNOLOGY 121
TABLE 51 CROP MONITORING MARKET FOR VARIABLE RATE APPLICATION, BY REGION, 2017–2025 (USD MILLION) 121
9.6.2 PRECISION IRRIGATION 121
9.6.3 PRECISION FERTILIZING 122
9.6.3.1 Nitrogen VRA 122
9.6.3.2 Phosphorous VRA 122
9.6.3.3 Lime VRA 123
9.6.4 PESTICIDE VRA 123
9.7 WEATHER TRACKING & FORECASTING 123
9.7.1 MARKET FOR WEATHER TRACKING & FORECASTING APPLICATION TO GROW AT HIGHEST RATE DURING FORECAST PERIOD 123
FIGURE 45 CROP MONITORING MARKET FOR WEATHER TRACKING & FORECASTING APPLICATION IN APAC IS EXPECTED TO GROW AT HIGHEST RATE DURING FORECAST PERIOD 124
TABLE 52 CROP MONITORING MARKET FOR WEATHER TRACKING AND FORECASTING APPLICATION, BY REGION, 2017–2025 (USD MILLION) 124
9.8 OTHERS 125

10 CROP MONITORING MARKET, BY FARM SIZE 126
10.1 INTRODUCTION 127
FIGURE 46 PENETRATION OF CROP MONITORING TECHNOLOGIES IN SMALL-SIZED FARMS IS EXPECTED TO GROW AT FASTEST RATE DURING FORECAST PERIOD 127
TABLE 53 CROP MONITORING MARKET, BY FARM SIZE, 2017–2025 (USD MILLION) 127
10.2 LARGE-SIZED FARMS (ABOVE 400 HECTARES) 128
TABLE 54 CROP MONITORING MARKET FOR LARGE FARMS, BY TECHNOLOGY,
2017–2025 (USD MILLION) 128
TABLE 55 CROP MONITORING MARKET FOR LARGE FARMS, BY OFFERING,
2017–2025 (USD MILLION) 128
10.3 MEDIUM-SIZED FARMS (100 TO 400 HECTARES) 129
TABLE 56 CROP MONITORING MARKET FOR MEDIUM-SIZED FARMS, BY TECHNOLOGY, 2017–2025 (USD MILLION) 129
TABLE 57 CROP MONITORING MARKET FOR MEDIUM-SIZED FARMS, BY OFFERING, 2017–2025 (USD MILLION) 130
10.4 SMALL-SIZED FARMS (LESS THAN 100 HECTARES) 130
FIGURE 47 CROP MONITORING MARKET FOR AUTOMATION & ROBOTICS IS EXPECTED TO GROW HIGHEST RATE DURING FORECAST PERIOD 130
TABLE 58 CROP MONITORING MARKET FOR SMALL-SIZED FARMS, BY TECHNOLOGY, 2017–2025 (USD MILLION) 131
TABLE 59 CROP MONITORING MARKET FOR SMALL-SIZED FARMS, BY OFFERING, 2017–2025 (USD MILLION) 131

11 GEOGRAPHIC ANALYSIS 132
11.1 INTRODUCTION 133
FIGURE 48 GROWTH RATE OF CROP MONITORING MARKET, BY REGION 133
TABLE 60 CROP MONITORING MARKET, BY REGION, 2017–2025 (USD MILLION) 133
11.2 AMERICAS 134
FIGURE 49 SNAPSHOT OF CROP MONITORING MARKET IN AMERICAS 135
TABLE 61 CROP MONITORING MARKET IN AMERICAS, 2017–2025 (USD MILLION) 135
TABLE 62 CROP MONITORING MARKET IN AMERICAS, BY TECHNOLOGY,
2017–2025 (USD MILLION) 136
TABLE 63 CROP MONITORING MARKET IN AMERICAS, BY OFFERING,
2017–2025 (USD MILLION) 136
TABLE 64 CROP MONITORING MARKET IN AMERICAS, BY APPLICATION,
2017–2025 (USD MILLION) 137
TABLE 65 CROP MONITORING MARKET IN AMERICAS, BY FARM SIZE,
2017–2025 (USD MILLION) 137
11.2.1 NORTH AMERICA 138
TABLE 66 CROP MONITORING MARKET IN NORTH AMERICA, BY COUNTRY,
2017–2025 (USD MILLION) 138
TABLE 67 CROP MONITORING MARKET IN NORTH AMERICA, BY TECHNOLOGY,
2017–2025 (USD MILLION) 139
TABLE 68 CROP MONITORING MARKET IN NORTH AMERICA, BY OFFERING,
2017–2025 (USD MILLION) 139
TABLE 69 CROP MONITORING MARKET IN NORTH AMERICA, BY FARM SIZE,
2017–2025 (USD MILLION) 139
11.2.2 IMPACT OF COVID-19 ON MARKET IN NORTH AMERICA 140
11.2.2.1 US 140
11.2.2.1.1 Growing awareness related to precision agriculture technology and shortage of labor 140
TABLE 70 CROP MONITORING MARKET IN US, BY TECHNOLOGY,
2017–2025 (USD MILLION) 141
TABLE 71 CROP MONITORING MARKET IN US, BY OFFERING,
2017–2025 (USD MILLION) 141
11.2.2.2 Canada 142
11.2.2.2.1 Growing concern regarding labor force crisis in Canada 142
TABLE 72 CROP MONITORING MARKET IN CANADA, BY TECHNOLOGY,
2017–2025 (USD MILLION) 142
TABLE 73 CROP MONITORING MARKET IN CANADA, BY OFFERING,
2017–2025 (USD MILLION) 143
11.2.2.3 Mexico 143
11.2.2.3.1 Growing adoption of advanced agriculture technology in Mexico 143
11.2.3 SOUTH AMERICA 143
TABLE 74 CROP MONITORING MARKET IN SOUTH AMERICA, BY COUNTRY,
2017–2025 (USD MILLION) 144
TABLE 75 CROP MONITORING MARKET IN SOUTH AMERICA, BY TECHNOLOGY,
2017–2025 (USD MILLION) 145
TABLE 76 CROP MONITORING MARKET IN SOUTH AMERICA, BY OFFERING,
2017–2025 (USD MILLION) 145
TABLE 77 CROP MONITORING MARKET IN SOUTH AMERICA, BY FARM SIZE,
2017–2025 (USD MILLION) 145
11.2.4 IMPACT OF COVID-19 ON MARKET IN SOUTH AMERICA 146
11.2.4.1 Brazil 146
11.2.4.1.1 Government reforms to digitize agriculture 146
TABLE 78 CROP MONITORING MARKET IN BRAZIL, BY TECHNOLOGY,
2017–2025 (USD MILLION) 147
TABLE 79 CROP MONITORING MARKET IN BRAZIL, BY OFFERING,
2017–2025 (USD MILLION) 147
11.2.4.2 Argentina 148
11.2.4.2.1 Vast croplands and implementation of IoT and AI technology in agriculture practices 148
11.2.4.3 Rest of South America 148
11.3 EUROPE 149
FIGURE 50 SNAPSHOT OF CROP MONITORING MARKET IN EUROPE 150
TABLE 80 CROP MONITORING MARKET IN EUROPE, BY COUNTRY,
2017–2025 (USD MILLION) 151
TABLE 81 CROP MONITORING MARKET IN EUROPE, BY TECHNOLOGY,
2017–2025 (USD MILLION) 151
TABLE 82 CROP MONITORING MARKET IN EUROPE, BY OFFERING,
2017–2025 (USD MILLION) 152
TABLE 83 CROP MONITORING MARKET IN EUROPE, BY APPLICATION,
2017–2025 (USD MILLION) 152
TABLE 84 CROP MONITORING MARKET IN EUROPE, BY FARM SIZE,
2017–2025 (USD MILLION) 152
11.3.1 IMPACT OF COVID-19 ON MARKET IN EUROPE 153
11.3.2 GERMANY 153
11.3.2.1 Increasing focus of government on reducing food import and becoming self-sufficient 153
TABLE 85 CROP MONITORING MARKET IN GERMANY, BY TECHNOLOGY,
2017–2025 (USD MILLION) 154
TABLE 86 CROP MONITORING MARKET IN GERMANY, BY OFFERING,
2017–2025 (USD MILLION) 154
11.3.3 UK 155
11.3.3.1 Increasing investments in ag-tech sector in UK 155
TABLE 87 CROP MONITORING MARKET IN UK, BY TECHNOLOGY,
2017–2025 (USD MILLION) 155
TABLE 88 CROP MONITORING MARKET IN UK, BY OFFERING,
2017–2025 (USD MILLION) 156
11.3.4 ITALY 156
11.3.4.1 Adoption of digital agriculture is critical success factor for development of crop monitoring market 156
TABLE 89 CROP MONITORING MARKET IN ITALY, BY TECHNOLOGY,
2017–2025 (USD MILLION) 157
TABLE 90 CROP MONITORING MARKET IN ITALY, BY OFFERING,
2017–2025 (USD MILLION) 157
11.3.5 FRANCE 157
11.3.5.1 Growing awareness regarding digital agriculture technology among farmers 157
TABLE 91 CROP MONITORING MARKET IN FRANCE, BY TECHNOLOGY,
2017–2025 (USD MILLION) 158
TABLE 92 CROP MONITORING MARKET IN FRANCE, BY OFFERING,
2017–2025 (USD MILLION) 158
11.3.6 REST OF EUROPE 158
11.4 APAC 159
FIGURE 51 SNAPSHOT OF CROP MONITORING MARKET IN APAC 159
TABLE 93 CROP MONITORING MARKET IN APAC, BY COUNTRY
2017–2025 (USD MILLION) 160
TABLE 94 CROP MONITORING MARKET IN APAC, BY TECHNOLOGY,
2017–2025 (USD MILLION) 160
TABLE 95 CROP MONITORING MARKET IN APAC, BY OFFERING,
2017–2025 (USD MILLION) 160
TABLE 96 CROP MONITORING MARKET IN APAC, BY APPLICATION,
2017–2025 (USD MILLION) 161
TABLE 97 CROP MONITORING MARKET IN APAC, BY FARM SIZE,
2017–2025 (USD MILLION) 161
11.4.1 IMPACT OF COVID-19 ON MARKET IN APAC 161
11.4.2 CHINA 162
11.4.2.1 High investments and technological advancements in ag-tech sector 162
11.4.3 JAPAN 163
11.4.3.1 Rising average age of farmers and concerns to meet domestic food demand is prominent factor for adoption of agriculture technology 163
11.4.4 AUSTRALIA 163
11.4.4.1 Large farm sizes and high-cost of labor 163
TABLE 98 CROP MONITORING MARKET IN AUSTRALIA, BY TECHNOLOGY,
2017–2025 (USD MILLION) 164
TABLE 99 CROP MONITORING MARKET IN AUSTRALIA, BY OFFERING,
2017–2025 (USD MILLION) 164
11.4.5 INDIA 165
11.4.5.1 Growing awareness regarding digitization of agriculture and emergence of digital infrastructure 165
11.4.6 SOUTH KOREA 166
11.4.6.1 Adoption of advanced agriculture technologies by progressive farmers has led to growth of crop monitoring market in country 166
11.4.7 REST OF APAC 166
11.5 ROW 167
TABLE 100 CROP MONITORING MARKET IN ROW, BY REGION
2017–2025 (USD MILLION) 167
TABLE 101 CROP MONITORING MARKET IN ROW, BY TECHNOLOGY,
2017–2025 (USD MILLION) 167
TABLE 102 CROP MONITORING MARKET IN ROW, BY OFFERING,
2017–2025 (USD MILLION) 167
TABLE 103 CROP MONITORING MARKET IN ROW, BY APPLICATION,
2017–2025 (USD MILLION) 168
TABLE 104 CROP MONITORING MARKET IN ROW, BY FARM SIZE,
2017–2025 (USD MILLION) 168
11.5.1 IMPACT OF COVID-19 ON MARKET IN ROW 168
11.5.2 AFRICA 169
11.5.3 MIDDLE EAST 170

12 COMPETITIVE LANDSCAPE 171
12.1 INTRODUCTION 171
FIGURE 52 COMPANIES ADOPTED COLLABORATIONS, AGREEMENTS, AND PARTNERSHIPS AS KEY GROWTH STRATEGIES 171
12.2 CROP MONITORING MARKET SHARE ANALYSIS 172
TABLE 105 MARKET SHARE OF TOP 5 PLAYERS FOR SENSING & IMAGERY TECHNOLOGY IN CROP MONITORING MARKET (2019) 172
TABLE 106 MAJOR REMOTE SENSING TECHNOLOGY PROVIDERS (2019) 173
12.3 COMPETITIVE LEADERSHIP MAPPING, 2019 174
12.3.1 VISIONARY LEADERS 174
12.3.2 DYNAMIC DIFFERENTIATORS 174
12.3.3 INNOVATORS 174
12.3.4 EMERGING COMPANIES 174
FIGURE 53 CROP MONITORING MARKET (GLOBAL) COMPETITIVE LEADERSHIP MAPPING, 2019 175
12.4 RECENT DEVELOPMENTS 176
12.4.1 PRODUCT LAUNCHES & DEVELOPMENTS 176
TABLE 107 PRODUCT LAUNCHES AND DEVELOPMENTS, 2018–2020 176
12.4.2 AGREEMENTS, PARTNERSHIPS, AND COLLABORATIONS 177
TABLE 108 PARTNERSHIPS, AGREEMENTS, AND COLLABORATIONS, 2018-2020 177
12.4.3 MERGERS AND ACQUISITIONS 178
TABLE 109 MERGER AND ACQUISITIONS, 2018–2020 178

13 COMPANY PROFILES 179
13.1 INTRODUCTION 179
13.2 KEY PLAYERS 180
(Business overview, Products offered, Recent developments, SWOT analysis, MNM view)*
13.2.1 TOPCON CORPORATION 180
FIGURE 54 TOPCON CORPORATION: COMPANY SNAPSHOT 180
13.2.2 TRIMBLE 183
FIGURE 55 TRIMBLE: COMPANY SNAPSHOT 183
13.2.3 THE CLIMATE CORPORATION (SUBSIDIARY OF BAYER) 186
13.2.4 YARA INTERNATIONAL 188
FIGURE 56 YARA INTERNATIONAL: COMPANY SNAPSHOT 188
13.2.5 CROPX TECHNOLOGIES 191
13.2.6 CROPIO 193
13.2.7 EARTH OBSERVING SYSTEM (EOS) 194
13.2.8 PRECISIONHAWK 195
13.2.9 AG LEADER 197
13.2.10 TARANIS 199
*Business overview, Products offered, Recent developments, SWOT analysis, MNM view might not be captured in case of unlisted companies.
13.3 OTHER COMPANIES 200
13.3.1 CROPIN TECHNOLOGY SOLUTIONS 200
13.3.2 GAMAYA 200
13.3.3 SLANTRANGE 201
13.3.4 SENETERA 201
13.3.5 AMERICAN ROBOTICS 202
13.3.6 SENSEFLY 202
13.3.7 SURFACE OPTICS CORPORATION 203
13.3.8 CROPOM 203
13.3.9 AGREMO 204
13.3.10 SGS 204
13.4 RIGHT TO WIN 205

14 APPENDIX 206
14.1 INSIGHTS FROM INDUSTRY EXPERTS 206
14.2 DISCUSSION GUIDE 207
14.3 KNOWLEDGE STORE: MARKETSANDMARKETS’ SUBSCRIPTION PORTAL 209
14.4 AVAILABLE CUSTOMIZATION 211
14.5 RELATED REPORTS 211
14.6 AUTHOR DETAILS 212



★調査レポート[新型コロナウイルス感染症の影響による作物モニタリングの世界市場予測:提供方式別(ハードウェア、ソフトウェア、サービス)、技術別(センシング・画像、VRT)、用途別(フィールドマッピング、土壌モニタリング、作物調査)、農場規模別、地域別] ( Crop Monitoring Market with Covid-19 Impact Analysis, by Offering (Hardware, Software, Services), Technology (Sensing & Imagery, VRT), Application (Field Mapping, Soil Monitoring, Crop Scouting), Farm Size, Region - Global Forecast to 2025 / SE 7707) 販売に関する免責事項
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