Crop Monitoring Market
Crop Monitoring Market Forecasts to 2028 - Global Analysis By Component (Hardware, Software/Mobile Applications and Services), By Farm Type (Small Sized Farms, Medium, Sized Farms and Large Sized Farms) By Technology (Variable Rate Technology, Sensing and Imagery and Automation and Robotics), By Application (Soil Monitoring, Field Mapping, Crop Scouting and Other Applications) and Geography
|
Years Covered |
2020-2028 |
|
Estimated Year Value (2022) |
US $3.02 BN |
|
Projected Year Value (2028) |
US $7.83 BN |
|
CAGR (2022 - 2028) |
17.2% |
|
Regions Covered |
North America, Europe, Asia Pacific, South America, and Middle East & Africa |
|
Countries Covered |
US, Canada, Mexico, Germany, UK, Italy, France, Spain, Japan, China, India, Australia, New Zealand, South Korea, Rest of Asia Pacific, South America, Argentina, Brazil, Chile, Middle East & Africa, Saudi Arabia, UAE, Qatar, and South Africa |
|
Largest Market |
Asia Pacific |
|
Fastest Growing Market |
North America |
According to Stratistics MRC, the Global Crop Monitoring Market is accounted for $3.02 billion in 2022 and is expected to reach $7.83 billion by 2028 growing at a CAGR of 17.2% during the forecast period. Crop monitoring devices are sold by entities (organisations, sole traders, and partnerships) that monitor crop growth and any anomalies in order to effectively prevent diseases or infections that would harm crops. Crop monitoring devices are smart devices that are used to improve crop production during the crop development stages, such as water spraying and harvesting. They were deployed in the field to collect data on a variety of parameters such as temperature, precipitation, leaf water potential, and overall crop health. Factors such as the increased use of crop monitoring devices to boost crop production and rising investments in agricultural technologies are propelling the global crop monitoring market forward. Furthermore, the introduction of smart agriculture techniques and the use of internet of things technology to support sustainable agriculture are expected to open up numerous growth opportunities for market participants during the forecast period.
According to a BI Intelligence survey, the adoption of IoT devices in the agriculture business reached 75 million in 2020, expanding at a rate of 20% each year. With this growth, the market is expected to rise during the forecast period.
Market Dynamics:
Driver:
Rising adoption of AI and IoT-based crop monitoring devices
The emergence of IoT and AI-based crop monitoring devices has been a driving factor in the growth of the crop monitoring market. Furthermore, the connected environment, combined with remote monitoring capabilities, has resulted in increased adoption of these devices. Because of advancements in the field of sensors and their affordability, the use of smart sensors is becoming more common in the agricultural sector. Companies such as Prospera Technologies (Israel), Blue River Technology (US), Bosch (Germany), CropIn Technology (India), and Sigfox (France) have made significant market impact by providing advanced technologies in AI and IoT for improved crop monitoring and management.
Restraint:
Low penetration of advanced agriculture technologies in developing countries
Low penetration of advanced agricultural technologies in developing countries could become a major barrier to market growth. Several barriers to technology adoption in developing countries, such as unskilled farmers, a less technologically savvy population, and a family-owned farming model, have resulted in low adoption of advanced technology. Furthermore, low technology awareness among farmers in developing economies' rural areas has resulted in lower adoption of sensing and imagery technology for crop monitoring.
Opportunity:
Increase in demand for smart agriculture & IoT in Agriculture
The growing demand for smart agriculture and IoT in agriculture is expected to drive the crop monitoring market forward. IoT smart farming is a system that uses sensors to monitor crop fields for light, humidity, temperature, soil moisture, crop health, and irrigation system automation, allowing farmers to monitor agricultural conditions from any location. In response to shrinking agricultural lands and the depletion of finite natural resources, the desire to increase farm yields grew. Smart farming based on IoT technologies enables farmers and growers to reduce waste while increasing productivity. Thus, an increase in smart agriculture and IoT in agriculture demand is propelling the crop monitoring market forward.
Threat:
Small and fragmented land holdings in large parts of world
Catering to farmers with small and fragmented land holdings is a major challenge for companies in the crop monitoring market. Remote sensing, VRT, automation, and robotics implementation is based on economies of scale, as a small holding will not provide a significant return. Countries such as China and India have enormous market potential, but their land holdings are quite small and fragmented. This could be a significant challenge in the global market's development.
Covid-19 Impact
The COVD-19 had a brief impact on the crop monitoring market, particularly during the initial phase of the COVID due to global lockdown. The strict lockdown imposed resulted in the partial or complete shutdown of industries, disrupting supply chains and crop monitoring solution manufacturing. New projects have stalled all over the world, resulting in a drop in demand for crop monitoring solutions. However, as industries recover, the demand for crop monitoring solutions will rise, as the agricultural sector has suffered greatly due to the labour crisis. As a result, the demand for automation and robotic crop monitoring solutions will rise, propelling the market forward.
The Hardware segment is expected to be the largest during the forecast period
During the forecast period, the Hardware segment is expected to gain the largest share due to the increased use of sensing and imagery technologies to determine key crop production indicators such as yield and production, cropping intensity, crop acreage, crop condition, and crop planting proportion. The developing economies are assessing crop production and related indicators using remote sensing data combined with selected field data. The growing need to detect moisture deficiency in crops, pests, weeds, and fungi has increased the use of remote sensing technology. Moreover, crop and soil sensors, farm mapping, and aerial drones are being used by farmers to increase crop yield and improve crop quality, which is expected to drive the growth of the market.
The Small sized farms segment is expected to have the highest CAGR during the forecast period
The small-sized farms segment is expected to grow at the highest CAGR during the forecast period. Small farms are more common in countries such as India, China, and several Southeast Asian countries that are investing heavily in digitising the agriculture sector. Furthermore, the presence of various corporations in these countries has resulted in a demand for advanced agricultural technology on small farms. In addition to that, the government of Andhra Pradesh has adopted technological solutions for delivering sustainable solutions to smallholder farmers in order to boost India's agriculture sector. Such factors are boosting the growth of the small sized farms segment.
Region with largest share:
In 2020, Asia Pacific dominated the market with a 42% share and is expected to maintain the largest share during the forecast period. Companies such as Trimble, John Deere, and other agri-tech heavyweights have a significant market share in crop monitoring. However, because of the widespread adoption of agricultural technology in countries such as India, China, Australia, and Japan, the Asia Pacific region is expected to grow rapidly. Furthermore, significant government changes in the Asia Pacific region to improve and digitise the agriculture industry may propel the crop monitoring market growth.
Region with highest CAGR:
The North America region is expected to register the highest CAGR growth during the forecast period owing to agriculture-specific technologies that are rapidly gaining traction in the region. According to Cambridge University, precision agriculture has been adopted by roughly 52% of farms in the United States. In 2017, approximately 2,029,200 farms in the United States used 950 million acres of land, according to US Department of Agriculture estimates. Moreover, because of the importance of agriculture, the governments are putting more emphasis on introducing precision agricultural technologies in this region, resulting in market growth.
Key players in the market
Some of the key players profiled in the Crop Monitoring Market include Deere & Company, Monsanto company, Libelium Comunicaciones Distribuidas S.L., Topcon precision agriculture, Trimble Inc., AGCO Corporation, Pessl Instruments GmbH, Teejet Technologies Illinois Llc, Yara International ASA, CropX Technologies, Kasco Manufacturing Co., Inc., John Deere, The Climate Corporation, Kubota Corporation, Morris Industries Ltd, Seedmaster and Surface Optics Corporation.
Key Developments:
In May 2020, Pessl Instruments GmbH announced the integration of its IoT and agro-meteorological data management platform named ‘Fieldclimate’ with Microsoft Azure FarmBeats. The integration was aimed to enable easy and profitable agriculture data-analysis for better decision-making
In January 2020, Cropx, a US-based soil sensing and data analytics company, acquired CropMetrics for an undisclosed amount. Through this acquisition, CropX aims to become a global leader for in-soil IoT solutions by adding CropMetrics's solutions, extensive dealer network, and experienced support team. Cropmetrics LLC is a US-based provider of advanced agronomic solutions and specializes in precision agricultural irrigation management
In April 2019, The Climate Corporation partnered with Airbus S.A.S. to deliver superior, updated satellite imagery solutions to farmers through Climate Corporation's patented digital agriculture platform, named 'Climate FieldView’
Components Covered:
• Hardware
• Software/Mobile Applications
• Services
Farm Types Covered:
• Small Sized Farms
• Medium Sized Farms
• Large Sized Farms
Technologies Covered:
• Variable Rate Technology
• Sensing and Imagery
• Automation and Robotics
Applications Covered:
• Soil Monitoring
• Field Mapping
• Crop Scouting
• Yield Monitoring
• Variable Rate Applications
• Weather Monitoring and Forecasting
• Other Applications
Regions Covered:
• North America
o US
o Canada
o Mexico
• Europe
o Germany
o UK
o Italy
o France
o Spain
o Rest of Europe
• Asia Pacific
o Japan
o China
o India
o Australia
o New Zealand
o South Korea
o Rest of Asia Pacific
• South America
o Argentina
o Brazil
o Chile
o Rest of South America
• Middle East & Africa
o Saudi Arabia
o UAE
o Qatar
o South Africa
o Rest of Middle East & Africa
What our report offers:
- Market share assessments for the regional and country-level segments
- Strategic recommendations for the new entrants
- Covers Market data for the years 2020, 2021, 2022, 2025, and 2028
- Market Trends (Drivers, Constraints, Opportunities, Threats, Challenges, Investment Opportunities, and recommendations)
- Strategic recommendations in key business segments based on the market estimations
- Competitive landscaping mapping the key common trends
- Company profiling with detailed strategies, financials, and recent developments
- Supply chain trends mapping the latest technological advancements
Free Customization Offerings:
All the customers of this report will be entitled to receive one of the following free customization options:
• Company Profiling
o Comprehensive profiling of additional market players (up to 3)
o SWOT Analysis of key players (up to 3)
• Regional Segmentation
o Market estimations, Forecasts and CAGR of any prominent country as per the client's interest (Note: Depends on feasibility check)
• Competitive Benchmarking
o Benchmarking of key players based on product portfolio, geographical presence, and strategic alliances
Table of Contents
1 Executive Summary
2 Preface
2.1 Abstract
2.2 Stake Holders
2.3 Research Scope
2.4 Research Methodology
2.4.1 Data Mining
2.4.2 Data Analysis
2.4.3 Data Validation
2.4.4 Research Approach
2.5 Research Sources
2.5.1 Primary Research Sources
2.5.2 Secondary Research Sources
2.5.3 Assumptions
3 Market Trend Analysis
3.1 Introduction
3.2 Drivers
3.3 Restraints
3.4 Opportunities
3.5 Threats
3.6 Technology Analysis
3.7 Application Analysis
3.8 Emerging Markets
3.9 Impact of Covid-19
4 Porters Five Force Analysis
4.1 Bargaining power of suppliers
4.2 Bargaining power of buyers
4.3 Threat of substitutes
4.4 Threat of new entrants
4.5 Competitive rivalry
5 Global Crop Monitoring Market, By Component
5.1 Introduction
5.2 Hardware
5.2.1 Intelligent Sensors
5.2.2 Transmitter/Receiver Units
5.2.3 Consoles and displays
5.2.4 Other Hardware
5.3 Software/Mobile Applications
5.4 Services
5.4.1 Consulting Services
5.4.2 Integration and Deployment Services
5.4.3 Support
6 Global Crop Monitoring Market, By Farm Type
6.1 Introduction
6.2 Small Sized Farms
6.3 Medium Sized Farms
6.4 Large Sized Farms
7 Global Crop Monitoring Market Outlook, By Technology
7.1 Introduction
7.2 Variable Rate Technology
7.3 Sensing and Imagery
7.4 Automation and Robotics
8 Global Crop Monitoring Market, By Application
8.1 Introduction
8.2 Soil Monitoring
8.3 Field Mapping
8.4 Crop Scouting
8.5 Yield Monitoring
8.6 Variable Rate Applications
8.7 Weather Monitoring and Forecasting
8.8 Other Applications
9 Global Crop Monitoring Market, By Geography
9.1 Introduction
9.2 North America
9.2.1 US
9.2.2 Canada
9.2.3 Mexico
9.3 Europe
9.3.1 Germany
9.3.2 UK
9.3.3 Italy
9.3.4 France
9.3.5 Spain
9.3.6 Rest of Europe
9.4 Asia Pacific
9.4.1 Japan
9.4.2 China
9.4.3 India
9.4.4 Australia
9.4.5 New Zealand
9.4.6 South Korea
9.4.7 Rest of Asia Pacific
9.5 South America
9.5.1 Argentina
9.5.2 Brazil
9.5.3 Chile
9.5.4 Rest of South America
9.6 Middle East & Africa
9.6.1 Saudi Arabia
9.6.2 UAE
9.6.3 Qatar
9.6.4 South Africa
9.6.5 Rest of Middle East & Africa
10 Key Developments
10.1 Agreements, Partnerships, Collaborations and Joint Ventures
10.2 Acquisitions & Mergers
10.3 New Product Launch
10.4 Expansions
10.5 Other Key Strategies
11 Company Profiling
11.1 Deere & Company
11.2 Monsanto company
11.3 Libelium Comunicaciones Distribuidas S.L.,
11.4 Topcon precision agriculture
11.5 Trimble Inc.,
11.6 AGCO Corporation
11.7 Pessl Instruments GmbH
11.8 Teejet Technologies Illinois Llc
11.9 Yara International ASA
11.10 CropX Technologies
11.11 Kasco Manufacturing Co., Inc.
11.12 John Deere
11.13 Davimac Manufacturing
11.14 Kubota Corporation
11.15 Morris Industries Ltd
11.16 Seedmaster
11.17 Surface Optics Corporation
List of Tables
1 Global Crop Monitoring Market Outlook, By Region (2020-2028) ($MN)
2 Global Crop Monitoring Market Outlook, By Component (2020-2028) ($MN)
3 Global Crop Monitoring Market Outlook, By Hardware (2020-2028) ($MN)
4 Global Crop Monitoring Market Outlook, By Intelligent Sensors (2020-2028) ($MN)
5 Global Crop Monitoring Market Outlook, By Transmitter/Receiver Units (2020-2028) ($MN)
6 Global Crop Monitoring Market Outlook, By Consoles and displays (2020-2028) ($MN)
7 Global Crop Monitoring Market Outlook, By Other Hardware (2020-2028) ($MN)
8 Global Crop Monitoring Market Outlook, By Software/Mobile Applications (2020-2028) ($MN)
9 Global Crop Monitoring Market Outlook, By Services (2020-2028) ($MN)
10 Global Crop Monitoring Market Outlook, By Consulting Services (2020-2028) ($MN)
11 Global Crop Monitoring Market Outlook, By Integration and Deployment Services (2020-2028) ($MN)
12 Global Crop Monitoring Market Outlook, By Support (2020-2028) ($MN)
13 Global Crop Monitoring Market Outlook, By Farm Type (2020-2028) ($MN)
14 Global Crop Monitoring Market Outlook, By Small Sized Farms (2020-2028) ($MN)
15 Global Crop Monitoring Market Outlook, By Medium Sized Farms (2020-2028) ($MN)
16 Global Crop Monitoring Market Outlook, By Large Sized Farms (2020-2028) ($MN)
17 Global Crop Monitoring Market Outlook, By Technology (2020-2028) ($MN)
18 Global Crop Monitoring Market Outlook, By Variable Rate Technology (2020-2028) ($MN)
19 Global Crop Monitoring Market Outlook, By Sensing and Imagery (2020-2028) ($MN)
20 Global Crop Monitoring Market Outlook, By Automation and Robotics (2020-2028) ($MN)
21 Global Crop Monitoring Market Outlook, By Application (2020-2028) ($MN)
22 Global Crop Monitoring Market Outlook, By Soil Monitoring (2020-2028) ($MN)
23 Global Crop Monitoring Market Outlook, By Field Mapping (2020-2028) ($MN)
24 Global Crop Monitoring Market Outlook, By Crop Scouting (2020-2028) ($MN)
25 Global Crop Monitoring Market Outlook, By Yield Monitoring (2020-2028) ($MN)
26 Global Crop Monitoring Market Outlook, By Variable Rate Applications (2020-2028) ($MN)
27 Global Crop Monitoring Market Outlook, By Weather Monitoring and Forecasting (2020-2028) ($MN)
28 Global Crop Monitoring Market Outlook, By Other Applications (2020-2028) ($MN)
29 North America Crop Monitoring Market Outlook, By Country (2020-2028) ($MN)
30 North America Crop Monitoring Market Outlook, By Component (2020-2028) ($MN)
31 North America Crop Monitoring Market Outlook, By Hardware (2020-2028) ($MN)
32 North America Crop Monitoring Market Outlook, By Intelligent Sensors (2020-2028) ($MN)
33 North America Crop Monitoring Market Outlook, By Transmitter/Receiver Units (2020-2028) ($MN)
34 North America Crop Monitoring Market Outlook, By Consoles and displays (2020-2028) ($MN)
35 North America Crop Monitoring Market Outlook, By Other Hardware (2020-2028) ($MN)
36 North America Crop Monitoring Market Outlook, By Software/Mobile Applications (2020-2028) ($MN)
37 North America Crop Monitoring Market Outlook, By Services (2020-2028) ($MN)
38 North America Crop Monitoring Market Outlook, By Consulting Services (2020-2028) ($MN)
39 North America Crop Monitoring Market Outlook, By Integration and Deployment Services (2020-2028) ($MN)
40 North America Crop Monitoring Market Outlook, By Support (2020-2028) ($MN)
41 North America Crop Monitoring Market Outlook, By Farm Type (2020-2028) ($MN)
42 North America Crop Monitoring Market Outlook, By Small Sized Farms (2020-2028) ($MN)
43 North America Crop Monitoring Market Outlook, By Medium Sized Farms (2020-2028) ($MN)
44 North America Crop Monitoring Market Outlook, By Large Sized Farms (2020-2028) ($MN)
45 North America Crop Monitoring Market Outlook, By Technology (2020-2028) ($MN)
46 North America Crop Monitoring Market Outlook, By Variable Rate Technology (2020-2028) ($MN)
47 North America Crop Monitoring Market Outlook, By Sensing and Imagery (2020-2028) ($MN)
48 North America Crop Monitoring Market Outlook, By Automation and Robotics (2020-2028) ($MN)
49 North America Crop Monitoring Market Outlook, By Application (2020-2028) ($MN)
50 North America Crop Monitoring Market Outlook, By Soil Monitoring (2020-2028) ($MN)
51 North America Crop Monitoring Market Outlook, By Field Mapping (2020-2028) ($MN)
52 North America Crop Monitoring Market Outlook, By Crop Scouting (2020-2028) ($MN)
53 North America Crop Monitoring Market Outlook, By Yield Monitoring (2020-2028) ($MN)
54 North America Crop Monitoring Market Outlook, By Variable Rate Applications (2020-2028) ($MN)
55 North America Crop Monitoring Market Outlook, By Weather Monitoring and Forecasting (2020-2028) ($MN)
56 North America Crop Monitoring Market Outlook, By Other Applications (2020-2028) ($MN)
57 Europe Crop Monitoring Market Outlook, By Country (2020-2028) ($MN)
58 Europe Crop Monitoring Market Outlook, By Component (2020-2028) ($MN)
59 Europe Crop Monitoring Market Outlook, By Hardware (2020-2028) ($MN)
60 Europe Crop Monitoring Market Outlook, By Intelligent Sensors (2020-2028) ($MN)
61 Europe Crop Monitoring Market Outlook, By Transmitter/Receiver Units (2020-2028) ($MN)
62 Europe Crop Monitoring Market Outlook, By Consoles and displays (2020-2028) ($MN)
63 Europe Crop Monitoring Market Outlook, By Other Hardware (2020-2028) ($MN)
64 Europe Crop Monitoring Market Outlook, By Software/Mobile Applications (2020-2028) ($MN)
65 Europe Crop Monitoring Market Outlook, By Services (2020-2028) ($MN)
66 Europe Crop Monitoring Market Outlook, By Consulting Services (2020-2028) ($MN)
67 Europe Crop Monitoring Market Outlook, By Integration and Deployment Services (2020-2028) ($MN)
68 Europe Crop Monitoring Market Outlook, By Support (2020-2028) ($MN)
69 Europe Crop Monitoring Market Outlook, By Farm Type (2020-2028) ($MN)
70 Europe Crop Monitoring Market Outlook, By Small Sized Farms (2020-2028) ($MN)
71 Europe Crop Monitoring Market Outlook, By Medium Sized Farms (2020-2028) ($MN)
72 Europe Crop Monitoring Market Outlook, By Large Sized Farms (2020-2028) ($MN)
73 Europe Crop Monitoring Market Outlook, By Technology (2020-2028) ($MN)
74 Europe Crop Monitoring Market Outlook, By Variable Rate Technology (2020-2028) ($MN)
75 Europe Crop Monitoring Market Outlook, By Sensing and Imagery (2020-2028) ($MN)
76 Europe Crop Monitoring Market Outlook, By Automation and Robotics (2020-2028) ($MN)
77 Europe Crop Monitoring Market Outlook, By Application (2020-2028) ($MN)
78 Europe Crop Monitoring Market Outlook, By Soil Monitoring (2020-2028) ($MN)
79 Europe Crop Monitoring Market Outlook, By Field Mapping (2020-2028) ($MN)
80 Europe Crop Monitoring Market Outlook, By Crop Scouting (2020-2028) ($MN)
81 Europe Crop Monitoring Market Outlook, By Yield Monitoring (2020-2028) ($MN)
82 Europe Crop Monitoring Market Outlook, By Variable Rate Applications (2020-2028) ($MN)
83 Europe Crop Monitoring Market Outlook, By Weather Monitoring and Forecasting (2020-2028) ($MN)
84 Europe Crop Monitoring Market Outlook, By Other Applications (2020-2028) ($MN)
85 Asia Pacific Crop Monitoring Market Outlook, By Country (2020-2028) ($MN)
86 Asia Pacific Crop Monitoring Market Outlook, By Component (2020-2028) ($MN)
87 Asia Pacific Crop Monitoring Market Outlook, By Hardware (2020-2028) ($MN)
88 Asia Pacific Crop Monitoring Market Outlook, By Intelligent Sensors (2020-2028) ($MN)
89 Asia Pacific Crop Monitoring Market Outlook, By Transmitter/Receiver Units (2020-2028) ($MN)
90 Asia Pacific Crop Monitoring Market Outlook, By Consoles and displays (2020-2028) ($MN)
91 Asia Pacific Crop Monitoring Market Outlook, By Other Hardware (2020-2028) ($MN)
92 Asia Pacific Crop Monitoring Market Outlook, By Software/Mobile Applications (2020-2028) ($MN)
93 Asia Pacific Crop Monitoring Market Outlook, By Services (2020-2028) ($MN)
94 Asia Pacific Crop Monitoring Market Outlook, By Consulting Services (2020-2028) ($MN)
95 Asia Pacific Crop Monitoring Market Outlook, By Integration and Deployment Services (2020-2028) ($MN)
96 Asia Pacific Crop Monitoring Market Outlook, By Support (2020-2028) ($MN)
97 Asia Pacific Crop Monitoring Market Outlook, By Farm Type (2020-2028) ($MN)
98 Asia Pacific Crop Monitoring Market Outlook, By Small Sized Farms (2020-2028) ($MN)
99 Asia Pacific Crop Monitoring Market Outlook, By Medium Sized Farms (2020-2028) ($MN)
100 Asia Pacific Crop Monitoring Market Outlook, By Large Sized Farms (2020-2028) ($MN)
101 Asia Pacific Crop Monitoring Market Outlook, By Technology (2020-2028) ($MN)
102 Asia Pacific Crop Monitoring Market Outlook, By Variable Rate Technology (2020-2028) ($MN)
103 Asia Pacific Crop Monitoring Market Outlook, By Sensing and Imagery (2020-2028) ($MN)
104 Asia Pacific Crop Monitoring Market Outlook, By Automation and Robotics (2020-2028) ($MN)
105 Asia Pacific Crop Monitoring Market Outlook, By Application (2020-2028) ($MN)
106 Asia Pacific Crop Monitoring Market Outlook, By Soil Monitoring (2020-2028) ($MN)
107 Asia Pacific Crop Monitoring Market Outlook, By Field Mapping (2020-2028) ($MN)
108 Asia Pacific Crop Monitoring Market Outlook, By Crop Scouting (2020-2028) ($MN)
109 Asia Pacific Crop Monitoring Market Outlook, By Yield Monitoring (2020-2028) ($MN)
110 Asia Pacific Crop Monitoring Market Outlook, By Variable Rate Applications (2020-2028) ($MN)
111 Asia Pacific Crop Monitoring Market Outlook, By Weather Monitoring and Forecasting (2020-2028) ($MN)
112 Asia Pacific Crop Monitoring Market Outlook, By Other Applications (2020-2028) ($MN)
113 South America Crop Monitoring Market Outlook, By Country (2020-2028) ($MN)
114 South America Crop Monitoring Market Outlook, By Component (2020-2028) ($MN)
115 South America Crop Monitoring Market Outlook, By Hardware (2020-2028) ($MN)
116 South America Crop Monitoring Market Outlook, By Intelligent Sensors (2020-2028) ($MN)
117 South America Crop Monitoring Market Outlook, By Transmitter/Receiver Units (2020-2028) ($MN)
118 South America Crop Monitoring Market Outlook, By Consoles and displays (2020-2028) ($MN)
119 South America Crop Monitoring Market Outlook, By Other Hardware (2020-2028) ($MN)
120 South America Crop Monitoring Market Outlook, By Software/Mobile Applications (2020-2028) ($MN)
121 South America Crop Monitoring Market Outlook, By Services (2020-2028) ($MN)
122 South America Crop Monitoring Market Outlook, By Consulting Services (2020-2028) ($MN)
123 South America Crop Monitoring Market Outlook, By Integration and Deployment Services (2020-2028) ($MN)
124 South America Crop Monitoring Market Outlook, By Support (2020-2028) ($MN)
125 South America Crop Monitoring Market Outlook, By Farm Type (2020-2028) ($MN)
126 South America Crop Monitoring Market Outlook, By Small Sized Farms (2020-2028) ($MN)
127 South America Crop Monitoring Market Outlook, By Medium Sized Farms (2020-2028) ($MN)
128 South America Crop Monitoring Market Outlook, By Large Sized Farms (2020-2028) ($MN)
129 South America Crop Monitoring Market Outlook, By Technology (2020-2028) ($MN)
130 South America Crop Monitoring Market Outlook, By Variable Rate Technology (2020-2028) ($MN)
131 South America Crop Monitoring Market Outlook, By Sensing and Imagery (2020-2028) ($MN)
132 South America Crop Monitoring Market Outlook, By Automation and Robotics (2020-2028) ($MN)
133 South America Crop Monitoring Market Outlook, By Application (2020-2028) ($MN)
134 South America Crop Monitoring Market Outlook, By Soil Monitoring (2020-2028) ($MN)
135 South America Crop Monitoring Market Outlook, By Field Mapping (2020-2028) ($MN)
136 South America Crop Monitoring Market Outlook, By Crop Scouting (2020-2028) ($MN)
137 South America Crop Monitoring Market Outlook, By Yield Monitoring (2020-2028) ($MN)
138 South America Crop Monitoring Market Outlook, By Variable Rate Applications (2020-2028) ($MN)
139 South America Crop Monitoring Market Outlook, By Weather Monitoring and Forecasting (2020-2028) ($MN)
140 South America Crop Monitoring Market Outlook, By Other Applications (2020-2028) ($MN)
141 Middle East & Africa Crop Monitoring Market Outlook, By Country (2020-2028) ($MN)
142 Middle East & Africa Crop Monitoring Market Outlook, By Component (2020-2028) ($MN)
143 Middle East & Africa Crop Monitoring Market Outlook, By Hardware (2020-2028) ($MN)
144 Middle East & Africa Crop Monitoring Market Outlook, By Intelligent Sensors (2020-2028) ($MN)
145 Middle East & Africa Crop Monitoring Market Outlook, By Transmitter/Receiver Units (2020-2028) ($MN)
146 Middle East & Africa Crop Monitoring Market Outlook, By Consoles and displays (2020-2028) ($MN)
147 Middle East & Africa Crop Monitoring Market Outlook, By Other Hardware (2020-2028) ($MN)
148 Middle East & Africa Crop Monitoring Market Outlook, By Software/Mobile Applications (2020-2028) ($MN)
149 Middle East & Africa Crop Monitoring Market Outlook, By Services (2020-2028) ($MN)
150 Middle East & Africa Crop Monitoring Market Outlook, By Consulting Services (2020-2028) ($MN)
151 Middle East & Africa Crop Monitoring Market Outlook, By Integration and Deployment Services (2020-2028) ($MN)
152 Middle East & Africa Crop Monitoring Market Outlook, By Support (2020-2028) ($MN)
153 Middle East & Africa Crop Monitoring Market Outlook, By Farm Type (2020-2028) ($MN)
154 Middle East & Africa Crop Monitoring Market Outlook, By Small Sized Farms (2020-2028) ($MN)
155 Middle East & Africa Crop Monitoring Market Outlook, By Medium Sized Farms (2020-2028) ($MN)
156 Middle East & Africa Crop Monitoring Market Outlook, By Large Sized Farms (2020-2028) ($MN)
157 Middle East & Africa Crop Monitoring Market Outlook, By Technology (2020-2028) ($MN)
158 Middle East & Africa Crop Monitoring Market Outlook, By Variable Rate Technology (2020-2028) ($MN)
159 Middle East & Africa Crop Monitoring Market Outlook, By Sensing and Imagery (2020-2028) ($MN)
160 Middle East & Africa Crop Monitoring Market Outlook, By Automation and Robotics (2020-2028) ($MN)
161 Middle East & Africa Crop Monitoring Market Outlook, By Application (2020-2028) ($MN)
162 Middle East & Africa Crop Monitoring Market Outlook, By Soil Monitoring (2020-2028) ($MN)
163 Middle East & Africa Crop Monitoring Market Outlook, By Field Mapping (2020-2028) ($MN)
164 Middle East & Africa Crop Monitoring Market Outlook, By Crop Scouting (2020-2028) ($MN)
165 Middle East & Africa Crop Monitoring Market Outlook, By Yield Monitoring (2020-2028) ($MN)
166 Middle East & Africa Crop Monitoring Market Outlook, By Variable Rate Applications (2020-2028) ($MN)
167 Middle East & Africa Crop Monitoring Market Outlook, By Weather Monitoring and Forecasting (2020-2028) ($MN)
168 Middle East & Africa Crop Monitoring Market Outlook, By Other Applications (2020-2028) ($MN)
List of Figures
RESEARCH METHODOLOGY
We at ‘Stratistics’ opt for an extensive research approach which involves data mining, data validation, and data analysis. The various research sources include in-house repository, secondary research, competitor’s sources, social media research, client internal data, and primary research.
Our team of analysts prefers the most reliable and authenticated data sources in order to perform the comprehensive literature search. With access to most of the authenticated data bases our team highly considers the best mix of information through various sources to obtain extensive and accurate analysis.
Each report takes an average time of a month and a team of 4 industry analysts. The time may vary depending on the scope and data availability of the desired market report. The various parameters used in the market assessment are standardized in order to enhance the data accuracy.
Data Mining
The data is collected from several authenticated, reliable, paid and unpaid sources and is filtered depending on the scope & objective of the research. Our reports repository acts as an added advantage in this procedure. Data gathering from the raw material suppliers, distributors and the manufacturers is performed on a regular basis, this helps in the comprehensive understanding of the products value chain. Apart from the above mentioned sources the data is also collected from the industry consultants to ensure the objective of the study is in the right direction.
Market trends such as technological advancements, regulatory affairs, market dynamics (Drivers, Restraints, Opportunities and Challenges) are obtained from scientific journals, market related national & international associations and organizations.
Data Analysis
From the data that is collected depending on the scope & objective of the research the data is subjected for the analysis. The critical steps that we follow for the data analysis include:
- Product Lifecycle Analysis
- Competitor analysis
- Risk analysis
- Porters Analysis
- PESTEL Analysis
- SWOT Analysis
The data engineering is performed by the core industry experts considering both the Marketing Mix Modeling and the Demand Forecasting. The marketing mix modeling makes use of multiple-regression techniques to predict the optimal mix of marketing variables. Regression factor is based on a number of variables and how they relate to an outcome such as sales or profits.
Data Validation
The data validation is performed by the exhaustive primary research from the expert interviews. This includes telephonic interviews, focus groups, face to face interviews, and questionnaires to validate our research from all aspects. The industry experts we approach come from the leading firms, involved in the supply chain ranging from the suppliers, distributors to the manufacturers and consumers so as to ensure an unbiased analysis.
We are in touch with more than 15,000 industry experts with the right mix of consultants, CEO's, presidents, vice presidents, managers, experts from both supply side and demand side, executives and so on.
The data validation involves the primary research from the industry experts belonging to:
- Leading Companies
- Suppliers & Distributors
- Manufacturers
- Consumers
- Industry/Strategic Consultants
Apart from the data validation the primary research also helps in performing the fill gap research, i.e. providing solutions for the unmet needs of the research which helps in enhancing the reports quality.
For more details about research methodology, kindly write to us at info@strategymrc.com
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