Agriculture Drones Market

Agriculture Drones Market by Offering (Hardware, Software and Services), Components, Payload Capacity, Medium-weight drones, Heavy-weight drones, Farming Environment, Application, Farm Produce, Range, Farm Size and Region - Global Forecast to 2028

Report Code: AGI 4372 Jun, 2023, by marketsandmarkets.com

Agriculture Drones Market Analysis & Report Summary, 2028

The agriculture drones market size is predicted to grow at a CAGR of 31.5% between 2023 and 2028, reaching a value of $17.9 billion by 2028 from a projection of $4.5 billion in 2023. Drone technologies are quickly revolutionizing the agricultural sector owing to the recent evolutions in this technology and the Federal Aviation Administration (FAA) regulations, and thereby bringing drones into mainstream farming. With the global population projected to reach over 9 billion by 2050, the consumption of agriculture products is expected to increase by 70%, a figure complicated by unpredictable weather patterns and natural disasters.

Agriculture drones are unmanned aerial vehicles (UAVs) that are used in various applications of agriculture, such as precision farming, livestock farming, smart greenhouse, precision fish farming, horticulture, and forestry. Drones in agriculture can simply be a low-cost aerial camera platform, equipped with an autopilot using GPS and sensors for collecting relevant data. They can be compared to a regular point-and-shoot camera for visible images; in addition to the functions served by a regular camera—providing some information about plant growth, coverage, and so on—a multispectral sensor expands the utility of the drone-based technique and allows farmers to see things that cannot be seen in the visible spectrum, such as moisture content in the soil, plant health, stress levels, and fruits.

Agriculture Drone Market Overview

To know about the assumptions considered for the study, Request for Free Sample Report

Agriculture Drones Market Dynamics

Driver: Availability of software solutions for field survey and data analytics

Software in drones acts as an interface for mediating the interaction between user and aircraft, and aircraft and its hardware. Similar to smartphones and tablet systems, choosing the wrong software platform for any drone can result in high switching costs if one needs to change the software in the future. Drone software is categorized as open source and proprietary software. Open-source software is distributed under a variety of licensing terms; almost anyone can modify the software to add capabilities that are not envisaged by its originators. Hence, it is preferred over proprietary software.

PX4 is one of the top open-source, auto-piloting software packages available from Pixhawk (Switzerland) in the agriculture drone sector. It is a piece of software that allows drones and other unmanned vehicles to fly. The software offers drone developers a versatile set of tools for sharing technology and creating customized solutions for drone applications. Farm surveying plays an important role in precision farming, along with proper analysis of field data collected by drones.

Trimble Inc. (US) and DroneDeploy (US) are the leading software solution providers in the agriculture drones market. In April 2019, Precision Hawk launched PrecisionAnalytics. With PrecisionAnalytics, the user can apply the latest generation of AI to aerial data collected by agriculture drones, thereby automating analysis, streamlining reporting, and accelerating work.

Restraint: Security and safety concerns associated with civil and commercial application of drones

Commercial drones have been successfully integrated into civilian airspace, although they need authorization from the concerned regulatory bodies before use. As UAVs/drones operate remotely or autonomously, manufacturers need to ensure that their drones operate within limits and do not affect the environment. They should also be able to demonstrate that their drones do not affect other manned aircraft as well as lives on the ground. In both of the above-mentioned cases, there is a possibility of hacking the flight control systems of UAVs and taking control of their operations.

For instance, in July 2012, a team from the Texas University successfully demonstrated the capability of taking control of a UAV with the use of GPS spoofing devices, which cost only ~USD 1,000 per unit; this enabled it to disrupt operations of the UAV and send it off course. UAV manufacturers need to ensure that the control systems of UAVs cannot be hacked easily to make them safe for civil and commercial applications. Thus, issues with the safety and security of UAVs may result in government agencies banning their use in civil and commercial applications, thereby hindering the growth of the global agriculture drones market.

Opportunity: Exemptions by US Federal Aviation Administration for use of agriculture drones

According to the Federal Aviation Administration (FAA), the regulatory body for commercial drone operations in the US), viewing a field with a drone to determine whether crops need water when they are grown for personal use does not require FAA authorization; however, FAA authorization is needed for using drones for the same purpose in commercial farming. Previously, the only viable avenue for authorizing the use of commercial drones was the FAA’s Section 333 exemption process. This process was put in place by the FAA Modernization and Reform Act of 2012 and required the regulator to determine if a certain drone will operate safely in the national airspace system.

Agriculture Drone Market Attractive Opportunities

To know about the assumptions considered for the study, download the pdf brochure

The application process took ~120 days, although this timeline varied depending on the planned use and whether other applicants have been approved for similar exemptions using similar aircraft in the past. Altitude, speed, and general flight specifications for the drone operations, along with the type of drone the applicant wills to fly, are the main parameters considered by the FAA while issuing an exemption. Till September 2015, FAA had issued more than 1,400 exemptions, and ~130 of them were specifically issued for precision agricultural purposes. In January 2015, Empire Unmanned became the first company in the US to receive an FAA exemption for flying UAVs for commercial agricultural uses in agriculture drones market.

Recently, The introduction of the FAA's Small UAS Rule (Part 107) has significantly influenced the utilization of drones in various sectors, including agriculture. Specifically targeting the agricultural industry, these regulations provide guidelines and specifications for farmers and ranchers to employ drones for remote sensing activities on their farms and ranches. Moreover, other applications are being developed, including, but not limited to, expanded flights beyond current limits (distance between ground operator and UAVs and possible applications of insecticides and fungicides in fields). For agriculture, in Part 107 rule, a waiver allowing operations beyond the visual line-of-sight (BVLOS) of the operator allows pilots to capture more area in a single deployment, compared to the area taken while flying a drone within line-of-sight. While the process of securing a waiver may seem complex, there are resources available to help navigate the process.

Challenges in the Agriculture Drones Market: Management of data collected by agriculture drones

Drone’s data is collected in raw format; it is processed by context, relevance, and priority, and it is then presented in a manner that can be useful in decision-making. Precision farming regularly produces high volumes of important data pertaining to mapping, variable rate seeding, soil testing, yield monitoring, and historical crop rotation. The proper storage and management of data are important in precision farming as its success relies entirely on the data gathered for assessing farm conditions. Data management is key to making smart farm management decisions and improving farm operations.

The management of data collected by drones is a major challenge faced by users as it requires expertise and knowledge. Also, many adopters of precision farming technologies do not know how to analyze their precision data. The adoption rate of agriculture drones could be boosted by providing easy data management solutions to farmers. However, to utilize it better, efforts should also be made to standardize the data format of precision agriculture processes.

Agriculture Drones Market Ecosystem

The agriculture drone market is home to prominent companies that are well-established, financially stable manufacturers. These companies have a long-standing presence in the market and offer a diverse range of products. They are equipped with state-of-the-art technologies and boast strong global sales and marketing networks. Prominent companies in this market include DJI (China), PrecisionHawk (US), Trimble Inc. (US), Parrot Drones (France), AeroVironment, Inc. (US), Yamaha Motor Co., Ltd. (Japan), AgEagle Aerial Systems, Inc. (US), DroneDeploy (US), 3DR (US), and Sentera Inc. (US) SlantRange (US), Sentera Inc. (US), ATMOS UAV (Netherlands), Delair (France), and Nileworks Inc. (Japan).

Agriculture Drone Market Ecosystem

Based on drone type, fixed wing drone is estimated to account for the largest share of the agriculture drones market

The advantages of fixed wing drones include maximum flying time, long-distance coverage, and high speed. Fixed wing drones have more efficient aerodynamics and better payload capacity and endurance than other drones, making them ideal for carrying multiple onboard sensors (multispectral camera, thermal imaging, and LIDAR, among others). They are used for aerial surveys and mapping over large areas such as fields and farms, which makes their use suitable in precision agriculture.

In November 2018, Delair (France) launched a new drone platform, the Delair UX11 Ag, specifically optimized for the agriculture industry. The new version of the Delair UX11 fixed-wing UAV builds upon the successful foundation of its predecessor. It offers a combination of long-range and beyond-visual line of sight (BVLOS) flight operations, providing increased productivity. At the same time, it incorporates highly accurate survey-grade mapping and plant data collection capabilities—all in an easy-to-use platform—to enable a new level of decision agriculture. Fixed wing drones are designed for professionals and priced comparatively higher than rotary blade drones. Some leading manufacturers in agricultural drones market of fixed wing drones include senseFly, Trimble UAS (Belgium), and AgeEagle.

The Software and Services segment is projected to witness the highest CAGR during the forecast period.

Good agriculture practice needs monitoring of farms and crops at regular intervals. Storing data after every flight helps farmers or agronomists analyze the health of crops and farmland necessities such as water or fertilizers. The data management software can record, share, and manage data such as who operates which drone, which pilots are operating drones for specific projects, flight logs and routes, and project management.

The software can manage flight plans and documents, store photos and videos, and handle all types of records such as weather conditions during each flight, model specifications of the drones flown, flight hours of individual pilots, and repair and maintenance updates. The potential benefits of using data management software include real-time data collection and high-resolution imagery of farmland. Trimble Navigation is one of the key players in the agriculture drones market offering software products and services for yield monitoring, water management, and farm survey.

Based on component, controller system is expected to drive the segment.

A drone controller, also known as a transmitter, is used by a pilot to fly and control the drone. In most cases, radio signals are used in the controllers to communicate with the drones or quadcopters. A flight controller is the nerve center of a drone. There are various drone control systems, from GPS-enabled autopilot systems flown via two-way telemetry links to basic stabilization systems using hobby-grade radio control hardware.

Advancements in drone controllers began with remote-controlled helicopters. Historically, remote-controlled planes were controlled directly with the help of the pilot’s radio. Tail rotors were added to helicopters; a helicopter uses its tail (or anti-torque) rotor to counteract the torque of the main rotor, attempting to spin the entire body of the helicopter. It works efficiently when the helicopter is hovering, but as the pilot throttles up, the torque increases, causing the entire helicopter to do a pirouette or two, until the torque levels out again. This effect may cause accidents of remote-controlled helicopters. To overcome this, gyroscopes were introduced, which were heavy brass-spinning weights tilted in response to the helicopter’s motion. A hall-effect sensor would detect that tilt and command the tail rotor to counteract the helicopter’s rotation. Also, these mechanical gyroscopes were replaced by solid-state micro-electro-mechanical systems (MEMS).

The present controller systems comprise several sensors, such as GPS, barometric pressure sensors, and airspeed sensors. The major contributors to the flight calculations are the gyros, coupled with accelerometers. The DJI Naza controller is a preeminent commercial controller system offered by DJI.

The Asia Pacific market is projected to contribute the largest share of the agriculture drones market.

APAC is among the prospective markets for agriculture drones. APAC has large farmlands and a high population growth rate. APAC has a huge regional spread with countries such as China, Japan, India, Australia, New Zealand, and the Rest of APAC. In APAC, the adoption of agriculture drones is driven by factors such as the rising food demand, the need to improve yields despite limited resources, and the growing necessity to protect crops from unpredictable weather conditions.

China is developing innovative technologies for drones with a prime aim to manufacture them at the lowest possible cost. China Aerospace Science and Technology Corporation (CASC) is developing a medium-range drone called CH-4; the company has also shown interest in short-range drones. China plans to launch drones in several of its provinces for surveying and information security missions. Beijing Wisewell Avionics Science and Technology Company, Nanjing Research Institute on Simulation Technique, and the Beijing University of Aeronautics and Astronautics are a few of the organizations involved in the development of drones in China.

The rapid development of the Chinese agricultural machinery industry is predominantly attributed to its favorable economy and agricultural activities. Moreover, the political support and investment in agriculture by the government is playing a crucial role in the development of the agriculture drones market in this country. As a result, the demand for agricultural drones is continuously increasing, facilitating the use of precision farming devices by farmers. Many of the players have been establishing agriculture drone service network in China to cope with the growing demand for agriculture drones from farmers and agronomists.

Agriculture Drone Market by Region

Top Companies in the Agriculture Drones Market

The key players in this include DJI (China), PrecisionHawk (US), Trimble Inc. (US), Parrot Drones (France), AeroVironment, Inc. (US), Yamaha Motor Co., Ltd. (Japan), AgEagle Aerial Systems, Inc. (US), DroneDeploy (US), 3DR (US), and Sentera Inc. (US) SlantRange (US), Sentera Inc. (US), ATMOS UAV (Netherlands), Delair (France), and Nileworks Inc. (Japan).

These players in this market are focusing on increasing their presence through agreements and collaborations. These companies have a strong presence in North America, Asia Pacific and Europe. They also have manufacturing facilities along with strong distribution networks across these regions.

Scope of the Agriculture Drones Market Report

Report Metric

Details

Market size valuation in 2023

USD 4.5 billion

Market size prediction in 2028

USD 17.9 billion

Progress rate

CAGR of 31.5%

Segments covered

Range, Offering, Component, Offering, Farm Size, Farm produce, Farming environment and Application

Regions covered

North America, Europe, Asia Pacific, South America, and RoW

Companies covered

  • DJI
  • Precision Hawk
  • Bayer AG
  • Trible inc
  • Delair
  • Microdrones
  • Dronedeploy
  • Aerialtronics

Largest Growing Regions

Asia Pacific (APAC)

Agriculture Drones Market Report Segmentation

This research report categorizes the market based on Range, Offering, Component, Offering, Farm Size, Farm produce, Farming environment and Application

Segment

Subsegment

Based on offering

  • Hardware
    • Fixed Wing Drones
    • Rotary Drone Blades
    • Hybrid Drones
  • Software and Services
    • Data Management Software
    • Imaging Software
    • Data Analytics Software
  • Others

Based on component

  • Frames
  • Controller Systems
  • Propulsion Systems
  • Camera Systems
    • Multispectral Systems
    • IR Cameras
    • Thermal Cameras
    • LIDAR Cameras
    • Others
  • Navigation Systems
    • Global Positioning System
    • Geographic Information System (GIS)
    • Batteries
    • Others

Based on the payload capacity

  • Lightweight drones (up to 2 kg)
  • Medium-weight drones (2 to 10 kg)
  • Heavy-weight drones (Above 10 kg – up to 25 kg)

Based on the farming equipment

  • Indoor
  • Outdoor

Agriculture Drones Market Based on the farm produce

  • Cereals and Grains
    • Corn
    • Wheat
    • Rice
    • Other cereals and grains
  • Oilseeds and Pulses
    • Soybean
    • Sunflower
    • Other oilseeds and pulses
  • Fruits and Vegetables
    • Pome Fruits
    • Citrus Fruits
    • Berries
    • Root and Tuber Vegetables
    • Leafy Vegetables
    • Other fruits and vegetables
  • Other Crop types (turf & ornamentals, plantation crops, fibre crops, and silage & forage crops)

Based on the range

  • Visual Line of Sight (VLOS)
  • Beyond Visual Line of Sight (BVLOS)

Based on the farm size

  • Small sized Farms
  • Middle size farms
  • Large sized farms

Based on the application

  • Precision Farming
  • Field Mapping
    • Weed Detection
    • Plant Counting
    • Crop Health Monitoring
    • Harvest Season Monitoring
    • Others
    • Variable Rate Application
    • Crop Scouting
    • Crop Spraying
    • Others
  • Livestock Monitoring
  • Precision Fish Farming
  • Smart Greenhouse
  • Others

Based on the region

  • North America
  • Europe
  • Asia Pacific
  • South America
  • RoW (the Middle East & South Africa)

Recent Developments in the Agriculture Drones Market

  • In March 2023, PrecisionHawk and Field merged to bring advanced geospatial data analysis solutions to the US infrastructure and energy sectors. With Field's expertise in digital reality services and a shared mission of creating a sustainable future, the partnership aims to provide world-class infrastructure management solutions across the US, Europe, and beyond, using AI and machine learning.
  • In 2020, DJI introduces the AGRAS T20 smart spraying drone. The DJI AGRAS T20 spraying drone is built to operate in the most difficult settings. It has autonomous flight planning and terrain-sensing radar, as well as a long flying time, a large cargo capacity, and off-grid power choices.
  • In 2021, PrecisionHawk has partnered with Wake Technical Community College to offer hands-on unmanned aircraft system (UAS) pilot training for FAA Part 107 certified pilots. This training aims to equip pilots with the necessary skills to effectively fly and utilize drones in various industries such as utilities, agriculture, and construction. The program addresses the need for experienced pilots in the growing drone industry, as many certified professionals lack practical experience in real-life drone operations.

Frequently Asked Questions (FAQ):

To speak to our analyst for a discussion on the above findings, click Speak to Analyst

TABLE OF CONTENTS
 
1 INTRODUCTION (Page No. - 46)
    1.1 STUDY OBJECTIVES 
    1.2 AGRICULTURE DRONES MARKET DEFINITION 
    1.3 STUDY SCOPE 
           1.3.1 MARKETS COVERED
                    FIGURE 1 MARKET SEGMENTATION
           1.3.2 REGIONS COVERED
                    FIGURE 2 MARKET, BY REGION
    1.4 INCLUSIONS & EXCLUSIONS 
    1.5 YEARS CONSIDERED 
    1.6 CURRENCY CONSIDERED 
           TABLE 1 USD EXCHANGE RATES CONSIDERED, 2019–2022
    1.7 STAKEHOLDERS 
    1.8 SUMMARY OF CHANGES 
           1.8.1 RECESSION IMPACT ANALYSIS
 
2 RESEARCH METHODOLOGY (Page No. - 53)
    2.1 RESEARCH DATA 
           FIGURE 3 RESEARCH DESIGN
           2.1.1 SECONDARY DATA
                    2.1.1.1 Major secondary sources
                    2.1.1.2 Key data from secondary sources
           2.1.2 PRIMARY DATA
                    2.1.2.1 Key data from primary sources
                    2.1.2.2 Key industry insights
                    2.1.2.3 Breakdown of primary interviews
                               FIGURE 4 BREAKDOWN OF PRIMARY INTERVIEWS: BY COMPANY TYPE, DESIGNATION, AND REGION
    2.2 MARKET SIZE ESTIMATION 
           2.2.1 MARKET SIZE ESTIMATION: BOTTOM-UP APPROACH
                    FIGURE 5 AGRICULTURE DRONES MARKET SIZE ESTIMATION: BOTTOM-UP APPROACH
                    FIGURE 6 AGRICULTURE DRONE MARKET SIZE ESTIMATION (DEMAND SIDE)
           2.2.2 MARKET SIZE ESTIMATION: TOP-DOWN APPROACH
                    FIGURE 7 MARKET SIZE ESTIMATION: TOP-DOWN APPROACH
                    FIGURE 8 MARKET SIZE ESTIMATION, BY TYPE (SUPPLY SIDE)
    2.3 GROWTH RATE FORECAST ASSUMPTIONS 
    2.4 DATA TRIANGULATION 
           FIGURE 9 DATA TRIANGULATION
    2.5 RESEARCH ASSUMPTIONS 
           TABLE 2 RESEARCH ASSUMPTIONS
    2.6 LIMITATIONS AND RISK ASSESSMENT 
                    TABLE 3 LIMITATIONS AND RISK ASSESSMENT
    2.7 MACROINDICATORS OF RECESSION 
           FIGURE 10 INDICATORS OF RECESSION
           FIGURE 11 WORLD INFLATION RATE: 2011-2021
           FIGURE 12 GLOBAL GDP: 2011-2021 (USD TRILLION)
           FIGURE 13 RECESSION INDICATORS AND THEIR IMPACT ON AGRICULTURAL DRONES MARKET
           FIGURE 14 GLOBAL AGRICULTURE DRONE MARKET: EARLIER FORECAST VS. RECESSION FORECAST
 
3 EXECUTIVE SUMMARY (Page No. - 68)
    TABLE 4 GLOBAL MARKET SNAPSHOT, 2023 VS. 2028 
    FIGURE 15 MARKET, BY FARM PRODUCE, 2023 VS. 2028 (USD MILLION) 
    FIGURE 16 MARKET, BY OFFERING, 2023 VS. 2028 
    FIGURE 17 MARKET, BY PAYLOAD CAPACITY, 2023 VS. 2028 (USD MILLION) 
    FIGURE 18 MARKET, BY APPLICATION, 2023 VS. 2028 (USD MILLION) 
    FIGURE 19 MARKET, BY COMPONENT, 2023 VS. 2028 (USD MILLION) 
    FIGURE 20 MARKET, BY FARMING ENVIRONMENT, 2023 VS. 2028 (USD MILLION) 
    FIGURE 21 NORTH AMERICA ACCOUNTED FOR LARGEST SHARE IN 2022 
 
4 PREMIUM INSIGHTS (Page No. - 75)
    4.1 ATTRACTIVE OPPORTUNITIES FOR PLAYERS IN AGRICULTURE DRONES MARKET 
           FIGURE 22 INCREASING DEMAND FOR HIGH-QUALITY CROP YIELD TO DRIVE MARKET
    4.2 MARKET: GROWTH RATE OF MAJOR REGIONAL SUBMARKETS 
           FIGURE 23 NORTH AMERICA TO ACCOUNT FOR LARGEST MARKET SHARE DURING FORECAST PERIOD
    4.3 ASIA PACIFIC: MARKET, BY APPLICATION & COUNTRY 
           FIGURE 24 HARDWARE SEGMENT AND CHINA TO ACCOUNT FOR SIGNIFICANT SHARE IN 2023
    4.4 MARKET, BY COMPONENT, 2023 VS. 2028 
           FIGURE 25 PRECISION FARMING SEGMENT TO LEAD MARKET IN 2023 IN TERMS OF VALUE
           FIGURE 26 HARDWARE SEGMENT TO ACCOUNT FOR LARGEST SHARE DURING FORECAST PERIOD IN TERMS OF VALUE
    4.5 AGRICULTURE DRONE MARKET, BY UNIT, 2023 VS. 2028 
           FIGURE 27 NORTH AMERICA TO BE DOMINANT MARKET DURING FORECAST PERIOD
 
5 MARKET OVERVIEW (Page No. - 80)
    5.1 INTRODUCTION 
    5.2 MACROECONOMIC INDICATORS 
           5.2.1 REDUCTION IN ARABLE LAND
                    FIGURE 28 PER CAPITA ARABLE LAND, 2002–2022 (HA)
           5.2.2 RAPID DIGITALIZATION
                    FIGURE 29 SMARTPHONE PENETRATION, BY REGION, 2019 VS. 2025
                    FIGURE 30 GLOBAL GNSS DEMAND, 2021 VS. 2031 (EUR BILLION)
    5.3 MARKET DYNAMICS 
           5.3.1 INTRODUCTION
                    FIGURE 31 AGRICULTURE DRONES MARKET DYNAMICS
           5.3.2 DRIVERS
                    5.3.2.1 Demand for optimization of farm management using agricultural drones
                    5.3.2.2 Favorable government policies, subsidies, and regulations to drive usage of digital agriculture tools
                    5.3.2.3 Availability of software solutions for field survey and data analytics
                    5.3.2.4 Growth in concerns regarding ecosystem change
           5.3.3 RESTRAINTS
                    5.3.3.1 Security and safety concerns associated with civil and commercial application of drones
                    5.3.3.2 Large number of fragmented lands in developing countries
                    5.3.3.3 Lack of technical knowledge and training activities
           5.3.4 OPPORTUNITIES
                    5.3.4.1 Exemptions by US FAA for use of agriculture drones
                    5.3.4.2 High adoption of aerial data collection tools in agriculture
                    5.3.4.3 Increase in use of agricultural-based software via smartphones
                    5.3.4.4 Early detection of crop diseases and ease of farm management
           5.3.5 CHALLENGES
                    5.3.5.1 Management of data collected by agriculture drones
                    5.3.5.2 Standardization of communication interfaces and protocols for precision agriculture
                    5.3.5.3 Lack of technical knowledge among farmers
                    5.3.5.4 Scarcity of trained pilots
                    5.3.5.5 High cost of drones to impact adoption among small-scale farmers
 
6 INDUSTRY TRENDS (Page No. - 91)
    6.1 INTRODUCTION 
    6.2 REGULATORY FRAMEWORK 
           6.2.1 REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
                    TABLE 5 NORTH AMERICA: REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
                    TABLE 6 EUROPE: REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
                    TABLE 7 ASIA PACIFIC: REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
                    TABLE 8 ROW: REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
           6.2.2 NORTH AMERICA: AGRICULTURE DRONES MARKET
                    6.2.2.1 US
                               TABLE 9 US: ROBOTICS FOR AGRICULTURAL AND INDUSTRIAL USE
                    6.2.2.2 Canada
                               TABLE 10 CANADA: ROBOTIC MACHINERY AND ROBOT USAGE
                    6.2.2.3 Mexico
                               TABLE 11 MEXICO: DRONE CATEGORIES
           6.2.3 EUROPEAN UNION (EU)
                    TABLE 12 EU: DRONE FLYING BASED ON INTENDED OPERATIONS
                    TABLE 13 EUROPE: AGRICULTURAL MACHINERY AND ROBOT PRODUCTION STANDARDS
           6.2.4 ASIA PACIFIC
                    6.2.4.1 India
                    6.2.4.2 China
                               TABLE 14 CHINA: ARTICLES REGARDING AGRICULTURAL TECHNOLOGIES
                               TABLE 15 CHINA: DRONE CLASSIFICATION BASED ON WEIGHT
                    6.2.4.3 Australia
           6.2.5 ROW
    6.3 PATENT ANALYSIS 
           FIGURE 32 NUMBER OF PATENTS APPROVED FOR AGRICULTURE DRONES IN GLOBAL MARKET, 2012–2022
           FIGURE 33 JURISDICTIONS WITH HIGHEST PATENT APPROVALS FOR AGRICULTURE DRONES, 2012–2022
    6.4 VALUE CHAIN ANALYSIS 
           6.4.1 RESEARCH & DEVELOPMENT
           6.4.2 DEVICE & COMPONENT MANUFACTURERS
           6.4.3 SYSTEM INTEGRATORS
           6.4.4 SERVICE PROVIDERS
           6.4.5 END USERS
                    FIGURE 34 VALUE CHAIN ANALYSIS: AGRICULTURE DRONES MARKET
    6.5 TRENDS/DISRUPTIONS IMPACTING BUYERS IN AGRICULTURE DRONE MARKET 
           FIGURE 35 MARKET: TRENDS IMPACTING BUYERS
    6.6 MARKET ECOSYSTEM 
           6.6.1 UPSTREAM
           6.6.2 DOWNSTREAM
                    TABLE 17 AGRICULTURE DRONES: ECOSYSTEM VIEW
    6.7 TRADE ANALYSIS 
           TABLE 18 IMPORT DATA OF AGRICULTURAL MACHINERY, BY COUNTRY, 2022 (USD MILLION)
           TABLE 19 EXPORT DATA OF AGRICULTURAL MACHINERY, BY COUNTRY, 2022 (USD MILLION)
    6.8 KEY CONFERENCES & EVENTS 
           TABLE 20 MARKET: CONFERENCES & EVENTS, 2023–2024
    6.9 CASE STUDY ANALYSIS 
           6.9.1 USE CASE 1: EAVISION LAUNCHES NEW INTELLIGENT AGRICULTURAL SPRAYING DRONE IN CHINA
           6.9.2 USE CASE 2: PARROT LAUNCHES ANAFI THERMAL
           6.9.3 ANNA BINNA FARMS USES AGWORLD SOFTWARE PLATFORM FOR FARM RECORD-KEEPING
    6.10 TECHNOLOGY ANALYSIS 
           6.10.1 ARTIFICIAL INTELLIGENCE
                    6.10.1.1 Crop yield production and price forecast
           6.10.2 IOT
           6.10.3 ADVANCED UNMANNED AERIAL VEHICLES
    6.11 PORTER’S FIVE FORCES ANALYSIS 
                    TABLE 21 AGRICULTURE DRONES MARKET: PORTER’S FIVE FORCES ANALYSIS
           6.11.1 THREAT OF NEW ENTRANTS
           6.11.2 THREAT OF SUBSTITUTES
           6.11.3 BARGAINING POWER OF SUPPLIERS
           6.11.4 BARGAINING POWER OF BUYERS
           6.11.5 INTENSITY OF COMPETITIVE RIVALRY
    6.12 KEY STAKEHOLDERS IN BUYING PROCESS 
                    TABLE 22 INFLUENCE OF STAKEHOLDERS ON BUYING PROCESS, BY OFFERING
    6.13 BUYING CRITERIA 
                    TABLE 23 KEY BUYING CRITERIA FOR AGRICULTURE DRONE, BY OFFERING
    6.14 AVERAGE SELLING PRICE (ASP) ANALYSIS 
                    TABLE 24 LIGHT WEIGHT DRONES: GLOBAL AGRICULTURAL DRONES MARKET, PRICES BY PAYLOAD CAPACITY,2020-2022 (USD)
                    TABLE 25 MEDIUM WEIGHT DRONES: GLOBAL MARKET, PRICES BY PAYLOAD CAPACITY,2020-2022 (USD)
                    TABLE 26 HEAVY WEIGHT DRONES: GLOBAL MARKET, PRICES BY PAYLOAD CAPACITY,2020-2022 (USD)
 
7 AGRICULTURE DRONE MARKET, BY APPLICATION (Page No. - 121)
    7.1 INTRODUCTION 
           TABLE 27 MARKET, BY APPLICATION, 2018–2022 (USD MILLION)
           TABLE 28 MARKET, BY APPLICATION, 2023–2028 (USD MILLION)
           TABLE 29 MARKET, BY APPLICATION, 2018–2022 (UNITS)
           TABLE 30 MARKET, BY APPLICATION, 2023–2028 (UNITS)
           FIGURE 37 PRECISION FARMING TO GROW FASTEST DURING FORECAST PERIOD
    7.2 PRECISION FARMING 
           TABLE 31 PRECISION FARMING: MARKET, BY REGION, 2018–2022 (USD MILLION)
           TABLE 32 PRECISION FARMING: MARKET, BY REGION, 2023–2028 (USD MILLION)
           TABLE 33 PRECISION FARMING: MARKET, BY SUB-APPLICATION, 2018–2022 (USD MILLION)
           TABLE 34 PRECISION FARMING: MARKET, BY SUB-APPLICATION, 2023–2028 (USD MILLION)
           TABLE 35 PRECISION FARMING: MARKET, BY OFFERING, 2018–2022 (USD MILLION)
           TABLE 36 PRECISION FARMING: MARKET, BY OFFERING, 2023–2028 (USD MILLION)
           TABLE 37 PRECISION FARMING: MARKET, BY HARDWARE TYPE, 2018–2022 (USD MILLION)
           TABLE 38 PRECISION FARMING: MARKET, BY HARDWARE TYPE, 2023–2028 (USD MILLION)
           TABLE 39 PRECISION FARMING: MARKET, BY SOFTWARE & SERVICE, 2018–2022 (USD MILLION)
           TABLE 40 PRECISION FARMING: AGRICULTURE DRONES MARKET, BY SOFTWARE & SERVICE, 2023–2028 (USD MILLION)
           7.2.1 FIELD MAPPING
                    7.2.1.1 Weed detection
                               7.2.1.1.1 Global research institutes to develop agriculture drones for detecting weeds
                    7.2.1.2 Plant counting
                               7.2.1.2.1 Startups to develop and test agriculture drones for counting crops
                    7.2.1.3 Crop health monitoring
                               7.2.1.3.1 Governmental organizations to work on projects of crop health monitoring using agriculture drone
                    7.2.1.4 Harvest season monitoring
                               7.2.1.4.1 Agriculture drones with payloads such as multispectral and thermal cameras to help farmers and agronomists to monitor crops
                    7.2.1.5 Others
           7.2.2 VARIABLE RATE APPLICATION
                    7.2.2.1 Several top players in market to offer products for VRAs to maximize productivity
           7.2.3 CROP SCOUTING
                    7.2.3.1 Farmers and agronomists to use agriculture drones with NDVI or NIR sensors for crop scouting
           7.2.4 CROP SPRAYING
                    7.2.4.1 Effectiveness of crop spraying through drones to drive market
           7.2.5 OTHERS
    7.3 PRECISION FARMING CASE STUDY ANALYSIS 
    7.4 LIVESTOCK MONITORING 
           7.4.1 GROWTH OF LIVESTOCK MONITORING TO BE DRIVEN BY ADVANCEMENTS IN DRONE TECHNOLOGY
                    TABLE 41 LIVESTOCK MONITORING: AGRICULTURE DRONE MARKET, BY REGION, 2018–2022 (USD MILLION)
                    TABLE 42 LIVESTOCK MONITORING: MARKET FOR, BY REGION, 2023–2028 (USD MILLION)
                    TABLE 43 LIVESTOCK MONITORING: MARKET, BY OFFERING, 2018–2022 (USD MILLION)
                    TABLE 44 LIVESTOCK MONITORING: MARKET, BY OFFERING, 2023–2028 (USD MILLION)
                    TABLE 45 LIVESTOCK MONITORING: MARKET, BY HARDWARE TYPE, 2018–2022 (USD MILLION)
                    TABLE 46 LIVESTOCK MONITORING: MARKET, BY HARDWARE TYPE, 2023–2028 (USD MILLION)
                    TABLE 47 LIVESTOCK MONITORING: MARKET, BY SOFTWARE & SERVICE, 2018–2022 (USD MILLION)
                    TABLE 48 LIVESTOCK MONITORING: AGRICULTURE DRONES MARKET, BY SOFTWARE & SERVICE, 2023–2028 (USD MILLION)
    7.5 LIVESTOCK MONITORING CASE STUDY ANALYSIS 
    7.6 PRECISION FISH FARMING 
           7.6.1 IMAGING SOFTWARE TO HOLD LARGEST SHARE OF AGRICULTURE DRONE MARKET FOR PRECISION FISH FARMING IN NEXT FIVE YEARS
                    TABLE 49 PRECISION FISH FARMING: AGRICULTURAL DRONES MARKET, BY REGION, 2018–2022 (USD MILLION)
                    TABLE 50 PRECISION FISH FARMING: MARKET, BY REGION, 2023–2028 (USD MILLION)
                    TABLE 51 PRECISION FISH FARMING: MARKET, BY OFFERING, 2018–2022 (USD MILLION)
                    TABLE 52 PRECISION FISH FARMING: MARKET, BY OFFERING, 2023–2028 (USD MILLION)
                    TABLE 53 PRECISION FISH FARMING: MARKET, BY HARDWARE TYPE, 2018–2022 (USD MILLION)
                    TABLE 54 PRECISION FISH FARMING: MARKET, BY HARDWARE TYPE, 2023–2028 (USD MILLION)
                    TABLE 55 PRECISION FISH FARMING: MARKET, BY SOFTWARE & SERVICE, 2018–2022 (USD MILLION)
                    TABLE 56 PRECISION FISH FARMING: MARKET, BY SOFTWARE & SERVICE, 2023–2028 (USD MILLION)
    7.7 PRECISION FISH FARMING CASE STUDY ANALYSIS 
    7.8 SMART GREENHOUSE 
           7.8.1 DRONES TO BE EQUIPPED WITH SMART SENSOR TECHNOLOGIES TO MONITOR ENVIRONMENTAL PARAMETERS
                    TABLE 57 SMART GREENHOUSE: MARKET, BY REGION, 2018–2022 (USD MILLION)
                    TABLE 58 SMART GREENHOUSE: MARKET, BY REGION, 2023–2028 (USD MILLION)
                    TABLE 59 SMART GREENHOUSE: MARKET, BY OFFERING, 2018–2022 (USD MILLION)
                    TABLE 60 SMART GREENHOUSE: MARKET, BY OFFERING, 2023–2028 (USD MILLION)
                    TABLE 61 SMART GREENHOUSE: MARKET, BY HARDWARE TYPE, 2018–2022 (USD MILLION)
                    TABLE 62 SMART GREENHOUSE: MARKET, BY HARDWARE TYPE, 2023–2028 (USD MILLION)
                    TABLE 63 SMART GREENHOUSE: MARKET, BY SOFTWARE & SERVICE, 2018–2022 (USD MILLION)
                    TABLE 64 SMART GREENHOUSE: MARKET, BY SOFTWARE & SERVICE, 2023–2028 (USD MILLION)
    7.9 SMART GREENHOUSE CASE STUDY ANALYSIS 
    7.10 OTHERS 
           TABLE 65 OTHERS: AGRICULTURE DRONES MARKET, BY REGION, 2018–2022 (USD MILLION)
           TABLE 66 OTHERS: MARKET, BY REGION, 2023–2028 (USD MILLION)
           TABLE 67 OTHERS: MARKET, BY OFFERING, 2018–2022 (USD MILLION)
           TABLE 68 OTHERS: MARKET, BY OFFERING, 2023–2028 (USD MILLION)
           TABLE 69 OTHERS: MARKET, BY HARDWARE TYPE, 2018–2022 (USD MILLION)
           TABLE 70 OTHERS: MARKET, BY HARDWARE TYPE, 2023–2028 (USD MILLION)
           TABLE 71 OTHERS: MARKET, BY SOFTWARE & SERVICE, 2018–2022 (USD MILLION)
           TABLE 72 OTHERS: MARKET, BY SOFTWARE & SERVICE, 2023–2028 (USD MILLION)
    7.11 OTHER APPLICATIONS CASE STUDY ANALYSIS 
 
8 AGRICULTURE DRONE MARKET, BY COMPONENT (Page No. - 147)
    8.1 INTRODUCTION 
           TABLE 73 MARKET, BY COMPONENT, 2018–2022 (USD MILLION)
           TABLE 74 MARKET, BY COMPONENT, 2023–2028 (USD MILLION)
           FIGURE 38 NAVIGATION SYSTEMS TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD
    8.2 FRAMES 
           8.2.1 HIGH VERSATILITY OF FIBER GLASS TO DRIVE USAGE FOR FRAMES IN AGRICULTURE DRONES
    8.3 CONTROLLER SYSTEMS 
           8.3.1 ADVANCEMENTS IN REMOTE CONTROLLER SYSTEMS TO DRIVE USAGE IN AUTOMATION IN MARKET
    8.4 PROPULSION SYSTEMS 
           8.4.1 PROPULSIONS SYSTEMS TO EXHIBIT HIGHEST ADOPTION IN HYBRID DRONES IN NEXT FIVE YEARS
    8.5 CAMERA SYSTEMS 
           TABLE 75 CAMERA SYSTEMS:MARKET, 2018–2022 (USD MILLION)
           TABLE 76 CAMERA SYSTEMS: MARKET, 2023–2028 (USD MILLION)
           8.5.1 MULTISPECTRAL CAMERAS
                    8.5.1.1 Efficient image sensors of multispectral sensors to drive growth
           8.5.2 IR CAMERAS
                    8.5.2.1 IR cameras to be used for precision farming applications
           8.5.3 THERMAL CAMERAS
                    8.5.3.1 Optimization of irrigation through thermal cameras to drive growth
           8.5.4 LIDAR CAMERAS
                    8.5.4.1 High efficiency of LIDAR cameras to drive market
           8.5.5 OTHERS
                    8.5.5.1 High-resolution cameras to be used majorly for studying health of plants
    8.6 NAVIGATION SYSTEMS 
           TABLE 77 NAVIGATION SYSTEMS: AGRICULTURE DRONES MARKET, 2018–2022 (USD MILLION)
           TABLE 78 NAVIGATION SYSTEMS: MARKET, 2023–2028 (USD MILLION)
           8.6.1 GLOBAL POSITIONING SYSTEM (GPS)
                    8.6.1.1 Real time field monitoring and weed monitoring to drive usage of GPS in agriculture drones
           8.6.2 GEOGRAPHIC INFORMATION SYSTEM (GIS)
                    8.6.2.1 Precise navigation and accurate mapping to promote sustainable farming practices
    8.7 BATTERIES 
           8.7.1 LONGER CAPACITY AND LOWER DISCHARGE RATE TO DRIVE USAGE OF BATTERIES IN SURVEYING AGRICULTURE DRONES
    8.8 OTHERS 
           8.8.1 SPRAYERS AND SPRINKLERS TO BE USED IN CROP SPRAYING AND CROP SEEDING
 
9 AGRICULTURAL DRONES MARKET, BY FARM PRODUCE (Page No. - 159)
    9.1 INTRODUCTION 
           FIGURE 39 MARKET SIZE, BY FARM PRODUCE, 2023 VS. 2028 (USD MILLION)
           TABLE 79 MARKET, BY FARM PRODUCE, 2018–2022 (USD MILLION)
           TABLE 80 MARKET, BY FARM PRODUCE, 2023–2028 (USD MILLION)
           TABLE 81 CEREALS & GRAINS: MARKET, BY REGION, 2018–2022 (USD MILLION)
           TABLE 82 CEREALS & GRAINS: MARKET, BY REGION, 2023–2028 (USD MILLION)
           TABLE 83 OILSEEDS & PULSES: AGRICULTURE DRONE MARKET, BY REGION, 2018–2022 (USD MILLION)
           TABLE 84 OILSEEDS & PULSES: MARKET, BY REGION, 2023–2028 (USD MILLION)
           TABLE 85 FRUITS & VEGETABLES: MARKET, BY REGION, 2018–2022 (USD MILLION)
           TABLE 86 FRUITS & VEGETABLES: MARKET, BY REGION, 2023–2028 (USD MILLION)
           TABLE 87 OTHER CROP TYPE: MARKET, BY REGION, 2018–2022 (USD MILLION)
           TABLE 88 OTHER CROP TYPE: MARKET, BY REGION, 2023–2028 (USD MILLION)
           TABLE 89 MARKET: AREA UNDER DRONES APPLICATION, BY REGION (2021-2022)
    9.2 CEREALS AND GRAINS 
           9.2.1 INNOVATION AND TECHNOLOGICAL ADVANCEMENTS TO DRIVE DEMAND FOR AGRICULTURE DRONES
                    TABLE 90 CEREALS & GRAINS: AGRICULTURE DRONES MARKET, 2018–2022 (USD MILLION)
                    TABLE 91 CEREALS & GRAINS: MARKET, 2023–2028 (USD MILLION)
           9.2.2 CORN
           9.2.3 WHEAT
           9.2.4 RICE
           9.2.5 OTHER CEREALS AND GRAINS
    9.3 OILSEEDS AND PULSES 
           9.3.1 AGRICULTURE DRONES EQUIPPED WITH INFRARED, MULTISPECTRAL, AND HYPERSPECTRAL SENSORS TO ANALYZE CROP HEALTH AND SOIL CONDITIONS
                    TABLE 92 OILSEEDS & PULSES: MARKET, 2018–2022 (USD MILLION)
                    TABLE 93 OILSEEDS & PULSES: MARKET, 2023–2028 (USD MILLION)
           9.3.2 SOYBEAN
           9.3.3 SUNFLOWER
           9.3.4 OTHER OILSEEDS AND PULSES
    9.4 FRUITS AND VEGETABLES 
           9.4.1 AGRICULTURE DRONES TO CONTRIBUTE TO FRUIT PRODUCTION AND YIELD
                    TABLE 94 FRUITS & VEGETABLES: MARKET, 2018–2022 (USD MILLION)
                    TABLE 95 FRUITS & VEGETABLES: MARKET, 2023–2028 (USD MILLION)
           9.4.2 POME FRUITS
           9.4.3 CITRUS FRUITS
           9.4.4 BERRIES
           9.4.5 ROOT AND TUBER VEGETABLES
           9.4.6 LEAFY VEGETABLES
           9.4.7 OTHER FRUITS AND VEGETABLES
    9.5 OTHER CROP TYPES (TURF & ORNAMENTALS, PLANTATION CROPS, FIBER CROPS, AND SILAGE & FORAGE CROPS) 
 
10 AGRICULTURE DRONES MARKET, BY OFFERING (Page No. - 174)
     10.1 INTRODUCTION 
               FIGURE 40 SOFTWARE AND SERVICES TO GROW AT HIGHER CAGR DURING FORECAST PERIOD
               TABLE 96 MARKET, BY OFFERING, 2018–2022 (USD MILLION)
               TABLE 97 MARKET, BY OFFERING, 2023–2028 (USD MILLION)
     10.2 HARDWARE 
               TABLE 98 HARDWARE: MARKET, BY REGION, 2018–2022 (USD MILLION)
               TABLE 99 HARDWARE: MARKET, BY REGION, 2023–2028 (USD MILLION)
               TABLE 100 HARDWARE: MARKET, BY TYPE, 2018–2022 (USD MILLION)
               TABLE 101 HARDWARE: MARKET, BY TYPE, 2023–2028 (USD MILLION)
             10.2.1 FIXED WING DRONES
                       10.2.1.1 Long distance coverage and maximum flying time to drive usage of fixed wing drones for field navigation
             10.2.2 ROTARY BLADE DRONES
                       10.2.2.1 Rotary blade drones to be in demand due to versatility, precision, cost-effectiveness, flexibility, and real-time monitoring
             10.2.3 HYBRID DRONES
                       10.2.3.1 Hybrid drones to be used majorly for precision farming applications
     10.3 SOFTWARE AND SERVICES 
               TABLE 102 SOFTWARE & SERVICES: MARKET, BY REGION, 2018–2022 (USD MILLION)
               TABLE 103 SOFTWARE & SERVICES: MARKET, BY REGION, 2023–2028 (USD MILLION)
               TABLE 104 SOFTWARE & SERVICES: MARKET, BY TYPE, 2018–2022 (USD MILLION)
               TABLE 105 SOFTWARE & SERVICES: MARKET FOR SOFTWARE, BY TYPE, 2023–2028 (USD MILLION)
             10.3.1 DATA MANAGEMENT SOFTWARE
                       10.3.1.1 Easy to understand and actionable insights from field to drive usage of software for drone data management
             10.3.2 IMAGING SOFTWARE
             10.3.3 DATA ANALYTICS SOFTWARE
 
11 AGRICULTURE DRONES MARKET, BY RANGE (Page No. - 184)
     11.1 INTRODUCTION 
     11.2 VISUAL LINE OF SIGHT (VLOS) 
     11.3 BEYOND VISUAL LINE OF SIGHT (BVLOS) 
 
12 AGRICULTURAL DRONES MARKET, BY PAYLOAD CAPACITY (Page No. - 187)
     12.1 INTRODUCTION 
               FIGURE 41 MARKET SIZE, BY PAYLOAD CAPACITY, 2023 VS. 2028 (USD MILLION)
               TABLE 106 MARKET, BY PAYLOAD CAPACITY, 2018–2022 (USD MILLION)
               TABLE 107 MARKET, BY PAYLOAD CAPACITY, 2023–2028 (USD MILLION)
     12.2 LIGHT-WEIGHT DRONES (UP TO 2 KG) 
             12.2.1 LIGHT-WEIGHT DRONES TO PROVIDE VALUABLE DATA FOR INFORMED DECISION-MAKING
                       TABLE 108 LIGHT-WEIGHT DRONES (UP TO 2 KG): MARKET, BY REGION, 2018–2022 (USD MILLION)
                       TABLE 109 LIGHT-WEIGHT DRONES (UP TO 2 KG): MARKET, BY REGION, 2023–2028 (USD MILLION)
     12.3 MEDIUM-WEIGHT DRONES (2 TO 10 KG) 
             12.3.1 VERSATILITY, AFFORDABILITY, AND ADVANCED DATA COLLECTION CAPABILITIES TO DRIVE GROWTH
                       TABLE 110 MEDIUM-WEIGHT DRONES (2 TO 10 KG): AGRICULTURE DRONE MARKET, BY REGION, 2018–2022 (USD MILLION)
                       TABLE 111 MEDIUM-WEIGHT DRONES (2 TO 10 KG): MARKET, BY REGION, 2023–2028 (USD MILLION)
     12.4 HEAVY-WEIGHT DRONES (ABOVE 10 KG - UP TO 25 KG) 
             12.4.1 ABILITY TO CARRY LARGER PAYLOADS TO DRIVE ADOPTION OF AGRICULTURE DRONES
                       TABLE 112 HEAVY-WEIGHT DRONES (ABOVE 10 KG - UP TO 25 KG): MARKET, BY REGION, 2018–2022 (USD MILLION)
                       TABLE 113 HEAVY-WEIGHT DRONES (ABOVE 10 KG - UP TO 25 KG): MARKET, BY REGION, 2023–2028 (USD MILLION)
 
13 AGRICULTURE DRONES MARKET, BY FARM SIZE (Page No. - 194)
     13.1 INTRODUCTION 
     13.2 SMALL FARMS 
     13.3 MID-SIZED FARMS 
     13.4 LARGE FARMS 
 
14 AGRICULTURAL DRONES MARKET, BY FARMING ENVIRONMENT (Page No. - 196)
     14.1 INTRODUCTION 
               TABLE 114 MARKET, BY FARMING ENVIRONMENT, 2018–2022 (USD MILLION)
               TABLE 115 MARKET, BY FARMING ENVIRONMENT, 2023–2028 (USD MILLION)
     14.2 OUTDOOR 
             14.2.1 ADOPTION OF AGRICULTURE DRONES FOR CROP SPRAYING AND VARIABLE RATE APPLICATION TO DRIVE GROWTH
                       TABLE 116 OUTDOOR FARMING ENVIRONMENT: MARKET, 2018–2022 (USD MILLION)
                       TABLE 117 OUTDOOR FARMING ENVIRONMENT: MARKET, 2023–2028 (USD MILLION)
     14.3 INDOOR 
             14.3.1 USAGE OF DRONES IN POLLINATION APPLICATION TO DRIVE GROWTH
                       TABLE 118 INDOOR FARMING ENVIRONMENT: MARKET, 2018–2022 (USD MILLION)
                       TABLE 119 INDOOR FARMING ENVIRONMENT: MARKET, 2023–2028 (USD MILLION)
 
15 AGRICULTURE DRONE MARKET, BY REGION (Page No. - 201)
     15.1 INTRODUCTION 
               FIGURE 42 MARKET: GEOGRAPHIC SNAPSHOT
               TABLE 120 MARKET, BY REGION, 2018–2022 (USD MILLION)
               TABLE 121 MARKET, BY REGION, 2023–2028 (USD MILLION)
               TABLE 122 MARKET, BY REGION, 2018–2022 (UNITS)
               TABLE 123 MARKET, BY REGION, 2023–2028 (UNITS)
     15.2 NORTH AMERICA 
               FIGURE 43 NORTH AMERICA: MARKET SNAPSHOT
     15.3 NORTH AMERICA: RECESSION IMPACT ANALYSIS 
               TABLE 124 NORTH AMERICA: AGRICULTURE DRONES MARKET, BY COUNTRY, 2018–2022 (USD MILLION)
               TABLE 125 NORTH AMERICA: MARKET, BY COUNTRY, 2023–2028 (USD MILLION)
               TABLE 126 NORTH AMERICA: MARKET, BY OFFERING, 2018–2022 (USD MILLION)
               TABLE 127 NORTH AMERICA: MARKET, BY OFFERING, 2023–2028 (USD MILLION)
               TABLE 128 HARDWARE TYPE: MARKET IN NORTH AMERICA, 2018–2022 (USD MILLION)
               TABLE 129 HARDWARE TYPE: MARKET IN NORTH AMERICA, 2023–2028 (USD MILLION)
               TABLE 130 SOFTWARE & SERVICES: MARKET IN NORTH AMERICA, 2018–2022 (USD MILLION)
               TABLE 131 SOFTWARE & SERVICES: MARKET IN NORTH AMERICA, 2023–2028 (USD MILLION)
               TABLE 132 NORTH AMERICA: MARKET, BY FARMING ENVIRONMENT, 2018–2022 (USD MILLION)
               TABLE 133 NORTH AMERICA: MARKET, BY FARMING ENVIRONMENT, 2023–2028 (USD MILLION)
               TABLE 134 NORTH AMERICA: MARKET, BY APPLICATION, 2018–2022 (USD MILLION)
               TABLE 135 NORTH AMERICA: MARKET, BY APPLICATION, 2023–2028 (USD MILLION)
               TABLE 136 NORTH AMERICA: MARKET, BY FARM PRODUCE, 2018–2022 (USD MILLION)
               TABLE 137 NORTH AMERICA: MARKET, BY FARM PRODUCE, 2023–2028 (USD MILLION)
               TABLE 138 NORTH AMERICA: MARKET, CEREALS & GRAINS, 2018–2022 (USD MILLION)
               TABLE 139 NORTH AMERICA: MARKET, CEREALS & GRAINS, 2023–2028 (USD MILLION)
               TABLE 140 NORTH AMERICA: MARKET, PULSES & OILSEEDS, 2018–2022 (USD MILLION)
               TABLE 141 NORTH AMERICA: MARKET, PULSES & OILSEEDS, 2023–2028 (USD MILLION)
               TABLE 142 NORTH AMERICA: AGRICULTURE DRONE MARKET, BY FRUIT & VEGETABLE, 2018–2022 (USD MILLION)
               TABLE 143 NORTH AMERICA: MARKET, BY FRUIT & VEGETABLE, 2023–2028 (USD MILLION)
               TABLE 144 NORTH AMERICA: MARKET, BY PAYLOAD CAPACITY, 2018–2022 (USD MILLION)
               TABLE 145 NORTH AMERICA: MARKET, BY PAYLOAD CAPACITY, 2023–2028 (USD MILLION)
               TABLE 146 HARDWARE TYPE: NORTH AMERICA AGRICULTURAL DRONES MARKET, BY COUNTRY, 2018–2022 (USD MILLION)
               TABLE 147 HARDWARE TYPE: NORTH AMERICA MARKET, BY COUNTRY, 2023–2028 (USD MILLION)
             15.3.1 US
                       15.3.1.1 Large investments in R&D to drive market
                       15.3.1.2 Regulations for commercial drones in the US
                                   TABLE 148 US: MARKET, BY HARDWARE, 2018–2022 (USD MILLION)
                                   TABLE 149 US: MARKET, BY HARDWARE, 2023–2028 (USD MILLION)
             15.3.2 CANADA
                       15.3.2.1 Constant enhancements and developments in precision farming practices to drive growth
                       15.3.2.2 Regulations for commercial drones in Canada
                                   TABLE 150 CANADA: AGRICULTURE DRONES MARKET, BY HARDWARE TYPE, 2018–2022 (USD MILLION)
                                   TABLE 151 CANADA: MARKET, BY HARDWARE TYPE, 2023–2028 (USD MILLION)
             15.3.3 MEXICO
                       15.3.3.1 Financial support for digital agriculture to drive growth
                       15.3.3.2 Regulations for commercial drones in Mexico
                                   TABLE 152 MEXICO: MARKET, BY HARDWARE TYPE, 2018–2022 (USD MILLION)
                                   TABLE 153 MEXICO: MARKET, BY HARDWARE TYPE, 2023–2028 (USD MILLION)
     15.4 EUROPE 
               TABLE 154 EUROPE: MARKET, BY COUNTRY, 2018–2022 (USD MILLION)
               TABLE 155 EUROPE: MARKET, BY COUNTRY, 2023–2028 (USD MILLION)
               TABLE 156 EUROPE: MARKET, BY OFFERING, 2018–2022 (USD MILLION)
               TABLE 157 EUROPE: MARKET, BY OFFERING, 2023–2028 (USD MILLION)
               TABLE 158 HARDWARE TYPE: MARKET IN EUROPE, BY COUNTRY, 2018–2022 (USD MILLION)
               TABLE 159 HARDWARE TYPE: MARKET IN EUROPE, BY COUNTRY, 2023–2028 (USD MILLION)
               TABLE 160 HARDWARE TYPE: MARKET IN EUROPE, 2018–2022 (USD MILLION)
               TABLE 161 HARDWARE TYPE: MARKET IN EUROPE, BY OFFERING, 2023–2028 (USD MILLION)
               TABLE 162 SOFTWARE & SERVICES: MARKET IN EUROPE, 2018–2022 (USD MILLION)
               TABLE 163 SOFTWARE & SERVICES: MARKET IN EUROPE, 2023–2028 (USD MILLION)
               TABLE 164 EUROPE: MARKET, BY FARMING ENVIRONMENT, 2018–2022 (USD MILLION)
               TABLE 165 EUROPE: MARKET, BY FARMING ENVIRONMENT, 2023–2028 (USD MILLION)
               TABLE 166 EUROPE: MARKET, BY APPLICATION, 2018–2022 (USD MILLION)
               TABLE 167 EUROPE: MARKET, BY APPLICATION, 2023–2028 (USD MILLION)
               TABLE 168 EUROPE: MARKET, BY FARM PRODUCE, 2018–2022 (USD MILLION)
               TABLE 169 EUROPE: MARKET, BY FARM PRODUCE, 2023–2028 (USD MILLION)
               TABLE 170 EUROPE: MARKET, CEREALS & GRAINS, 2018–2022 (USD MILLION)
               TABLE 171 EUROPE: MARKET, CEREALS & GRAINS, 2023–2028 (USD MILLION)
               TABLE 172 EUROPE: MARKET, OILSEEDS & PULSES, 2018–2022 (USD MILLION)
               TABLE 173 EUROPE: MARKET, OILSEEDS & PULSES, 2023–2028 (USD MILLION)
               TABLE 174 EUROPE: MARKET, BY FRUIT & VEGETABLE, 2018–2022 (USD MILLION)
               TABLE 175 EUROPE: MARKET, BY FRUIT & VEGETABLE, 2023–2028 (USD MILLION)
               TABLE 176 EUROPE: MARKET, BY PAYLOAD CAPACITY, 2018–2022 (USD MILLION)
               TABLE 177 EUROPE: AGRICULTURE DRONES MARKET, BY PAYLOAD CAPACITY, 2023–2028 (USD MILLION)
     15.5 EUROPE: RECESSION IMPACT ANALYSIS 
             15.5.1 UK
                       15.5.1.1 Availability of user-friendly technologies to drive growth
                       15.5.1.2 Regulations for commercial drones in the UK
                                   TABLE 178 UK: MARKET, BY HARDWARE TYPE, 2018–2022 (USD MILLION)
                                   TABLE 179 UK: MARKET, BY HARDWARE TYPE, 2023–2028 (USD MILLION)
             15.5.2 GERMANY
                       15.5.2.1 High adoption rate of agriculture drones for livestock monitoring to drive growth
                       15.5.2.2 Regulations for commercial drones in Germany
                                   TABLE 180 GERMANY: MARKET, BY HARDWARE TYPE, 2018–2022 (USD MILLION)
                                   TABLE 181 GERMANY: MARKET, BY HARDWARE TYPE, 2023–2028 (USD MILLION)
             15.5.3 FRANCE
                       15.5.3.1 Application of drones in crop mapping to drive growth
                       15.5.3.2 Regulations for commercial drones in France
                                   TABLE 182 FRANCE: MARKET, BY HARDWARE TYPE, 2018–2022 (USD MILLION)
                                   TABLE 183 FRANCE: MARKET, BY HARDWARE TYPE, 2023–2028 (USD MILLION)
             15.5.4 ITALY
                       15.5.4.1 Agriculture drones to be used for insurance of crops or farmlands
                       15.5.4.2 Regulations for commercial drones in Italy
                                   TABLE 184 ITALY: AGRICULTURE DRONE MARKET, BY HARDWARE TYPE, 2018–2022 (USD MILLION)
                                   TABLE 185 ITALY: MARKET, BY HARDWARE TYPE, 2023–2028 (USD MILLION)
             15.5.5 SPAIN
                       15.5.5.1 Agriculture drones to create weed infestation maps for farmers
                       15.5.5.2 Regulations for commercial drones in Spain
                                   TABLE 186 SPAIN: MARKET, BY HARDWARE TYPE, 2018–2022 (USD MILLION)
                                   TABLE 187 SPAIN: MARKET, BY HARDWARE TYPE, 2023–2028 (USD MILLION)
             15.5.6 REST OF EUROPE
                       TABLE 188 REST OF EUROPE: MARKET, BY HARDWARE TYPE, 2018–2022 (USD MILLION)
                       TABLE 189 REST OF EUROPE: MARKET, BY HARDWARE TYPE, 2023–2028 (USD MILLION)
     15.6 ASIA PACIFIC 
             15.6.1 ASIA PACIFIC: RECESSION IMPACT ANALYSIS
                       FIGURE 44 ASIA PACIFIC: AGRICULTURE DRONES MARKET SNAPSHOT
                       TABLE 190 ASIA PACIFIC: MARKET, BY COUNTRY, 2018–2022 (USD MILLION)
                       TABLE 191 ASIA PACIFIC: MARKET, BY COUNTRY, 2023–2028 (USD MILLION)
                       TABLE 192 ASIA PACIFIC: MARKET, BY OFFERING, 2018–2022 (USD MILLION)
                       TABLE 193 ASIA PACIFIC: MARKET, BY OFFERING, 2023–2028 (USD MILLION)
                       TABLE 194 HARDWARE: MARKET IN ASIA PACIFIC, 2018–2022 (USD MILLION)
                       TABLE 195 HARDWARE: MARKET IN ASIA PACIFIC, 2023–2028 (USD MILLION)
                       TABLE 196 SOFTWARE & SERVICES: MARKET IN ASIA PACIFIC, 2018–2022 (USD MILLION)
                       TABLE 197 SOFTWARE & SERVICES: MARKET IN ASIA PACIFIC, 2023–2028 (USD MILLION)
                       TABLE 198 ASIA PACIFIC: MARKET, BY FARMING ENVIRONMENT, 2018–2022 (USD MILLION)
                       TABLE 199 ASIA PACIFIC: MARKET, BY FARMING ENVIRONMENT, 2023–2028 (USD MILLION)
                       TABLE 200 ASIA PACIFIC: MARKET, BY APPLICATION, 2018–2022 (USD MILLION)
                       TABLE 201 ASIA PACIFIC: MARKET, BY APPLICATION, 2023–2028 (USD MILLION)
                       TABLE 202 ASIA PACIFIC: MARKET, BY FARM PRODUCE, 2018–2022 (USD MILLION)
                       TABLE 203 ASIA PACIFIC: MARKET, BY FARM PRODUCE, 2023–2028 (USD MILLION)
                       TABLE 204 ASIA PACIFIC: AGRICULTURE DRONE MARKET, CEREALS & GRAINS, 2018–2022 (USD MILLION)
                       TABLE 205 ASIA PACIFIC: MARKET SIZE, CEREALS & GRAINS, 2023–2028 (USD MILLION)
                       TABLE 206 ASIA PACIFIC: MARKET, PULSES & OILSEEDS, 2018–2022 (USD MILLION)
                       TABLE 207 ASIA PACIFIC: MARKET, PULSES & OILSEEDS, 2023–2028 (USD MILLION)
                       TABLE 208 ASIA PACIFIC: MARKET, BY FRUIT & VEGETABLE, 2018–2022 (USD MILLION)
                       TABLE 209 ASIA PACIFIC: MARKET, BY FRUIT & VEGETABLE, 2023–2028 (USD MILLION)
                       TABLE 210 ASIA PACIFIC: MARKET, BY PAYLOAD CAPACITY, 2018–2022 (USD MILLION)
                       TABLE 211 ASIA PACIFIC: MARKET, BY PAYLOAD CAPACITY, 2023–2028 (USD MILLION)
                       TABLE 212 HARDWARE: MARKET IN ASIA PACIFIC, BY COUNTRY, 2018–2022 (USD MILLION)
                       TABLE 213 HARDWARE: MARKET IN ASIA PACIFIC, BY COUNTRY, 2023–2028 (USD MILLION)
             15.6.2 CHINA
                       15.6.2.1 Increasing government spending to drive market
                       15.6.2.2 Regulations for commercial drones in China
                                   TABLE 214 CHINA: MARKET, BY HARDWARE TYPE, 2018–2022 (USD MILLION)
                                   TABLE 215 CHINA: MARKET, BY HARDWARE TYPE, 2023–2028 (USD MILLION)
             15.6.3 INDIA
                       15.6.3.1 Agriculture drones to be used for surveying farms and assessing crop losses
                       15.6.3.2 Regulations for commercial drones in India
                                   TABLE 216 INDIA: AGRICULTURE DRONES MARKET, BY HARDWARE, 2018–2022 (USD MILLION)
                                   TABLE 217 INDIA: MARKET, BY HARDWARE, 2023–2028 (USD MILLION)
             15.6.4 JAPAN
                       15.6.4.1 Increasing adoption of technology to drive growth
                       15.6.4.2 Regulations for commercial drones in Japan
                                   TABLE 218 JAPAN: MARKET, BY HARDWARE, 2018–2022 (USD MILLION)
                                   TABLE 219 JAPAN: MARKET, BY HARDWARE, 2023–2028 (USD MILLION)
             15.6.5 AUSTRALIA AND NEW ZEALAND
                       15.6.5.1 Different application and use of agriculture drones to boost demand
                       15.6.5.2 Regulations for commercial drones in Australia
                       15.6.5.3 Regulations for commercial drones in Australia
                                   TABLE 220 AUSTRALIA & NEW ZEALAND: MARKET, BY HARDWARE, 2018–2022 (USD MILLION)
                                   TABLE 221 AUSTRALIA & NEW ZEALAND: MARKET, BY HARDWARE, 2023–2028 (USD MILLION)
             15.6.6 REST OF ASIA PACIFIC
                       15.6.6.1 Adoption of newer technologies to enhance farming activities and drive growth
                                   TABLE 222 REST OF ASIA PACIFIC: MARKET, BY HARDWARE, 2018–2022 (USD MILLION)
                                   TABLE 223 REST OF ASIA PACIFIC: MARKET, BY HARDWARE, 2023–2028 (USD MILLION)
     15.7 SOUTH AMERICA 
             15.7.1 SOUTH AMERICA: RECESSION IMPACT
                       TABLE 224 SOUTH AMERICA: MARKET, BY COUNTRY, 2018–2022 (USD MILLION)
                       TABLE 225 SOUTH AMERICA: MARKET, BY COUNTRY, 2023–2028 (USD MILLION)
                       TABLE 226 SOUTH AMERICA: MARKET, BY OFFERING, 2018–2022 (USD MILLION)
                       TABLE 227 SOUTH AMERICA: MARKET, BY OFFERING, 2023–2028 (USD MILLION)
                       TABLE 228 HARDWARE TYPE: MARKET IN SOUTH AMERICA, 2018–2022 (USD MILLION)
                       TABLE 229 HARDWARE TYPE: MARKET IN SOUTH AMERICA, 2023–2028 (USD MILLION)
                       TABLE 230 SOFTWARE & SERVICES: MARKET IN SOUTH AMERICA, 2018–2022 (USD MILLION)
                       TABLE 231 SOFTWARE & SERVICES: MARKET IN SOUTH AMERICA, 2023–2028 (USD MILLION)
                       TABLE 232 SOUTH AMERICA: MARKET, BY FARMING ENVIRONMENT, 2018–2022 (USD MILLION)
                       TABLE 233 SOUTH AMERICA: MARKET, BY FARMING ENVIRONMENT, 2023–2028 (USD MILLION)
                       TABLE 234 SOUTH AMERICA: MARKET, BY APPLICATION, 2018–2022 (USD MILLION)
                       TABLE 235 SOUTH AMERICA: AGRICULTURE DRONES MARKET, BY APPLICATION, 2023–2028 (USD MILLION)
                       TABLE 236 SOUTH AMERICA: MARKET, BY FARM PRODUCE, 2018–2022 (USD MILLION)
                       TABLE 237 SOUTH AMERICA: MARKET, BY FARM PRODUCE, 2023–2028 (USD MILLION)
                       TABLE 238 SOUTH AMERICA: MARKET, CEREALS & GRAINS, 2018–2022 (USD MILLION)
                       TABLE 239 SOUTH AMERICA: MARKET, CEREALS & GRAINS, 2023–2028 (USD MILLION)
                       TABLE 240 SOUTH AMERICA: MARKET, PULSES & OILSEEDS, 2018–2022 (USD MILLION)
                       TABLE 241 SOUTH AMERICA: MARKET, PULSES & OILSEEDS, 2023–2028 (USD MILLION)
                       TABLE 242 SOUTH AMERICA: MARKET, BY FRUIT & VEGETABLE, 2018–2022 (USD MILLION)
                       TABLE 243 SOUTH AMERICA: MARKET, BY FRUIT & VEGETABLE, 2023–2028 (USD MILLION)
                       TABLE 244 SOUTH AMERICA: MARKET, BY PAYLOAD CAPACITY, 2018–2022 (USD MILLION)
                       TABLE 245 SOUTH AMERICA: MARKET, BY PAYLOAD CAPACITY, 2023–2028 (USD MILLION)
                       TABLE 246 HARDWARE TYPE: MARKET IN SOUTH AMERICA, BY COUNTRY, 2018–2022 (USD MILLION)
                       TABLE 247 HARDWARE TYPE: MARKET IN SOUTH AMERICA, BY COUNTRY, 2023–2028 (USD MILLION)
             15.7.2 BRAZIL
                       15.7.2.1 Growth in agriculture activities to boost market for digital agriculture
                                   TABLE 248 BRAZIL: MARKET, BY HARDWARE TYPE, 2018–2022 (USD MILLION)
                                   TABLE 249 BRAZIL: MARKET, BY HARDWARE TYPE, 2023–2028 (USD MILLION)
             15.7.3 ARGENTINA
                       15.7.3.1 Increase in public-private partnerships for agricultural innovations to drive growth
                                   TABLE 250 ARGENTINA: MARKET, BY HARDWARE TYPE, 2018–2022 (USD MILLION)
                                   TABLE 251 ARGENTINA: MARKET, BY HARDWARE TYPE, 2023–2028 (USD MILLION)
             15.7.4 REST OF SOUTH AMERICA
                       TABLE 252 REST OF SOUTH AMERICA: MARKET, BY HARDWARE TYPE, 2018–2022 (USD MILLION)
                       TABLE 253 REST OF SOUTH AMERICA: MARKET, BY HARDWARE TYPE, 2023–2028 (USD MILLION)
     15.8 ROW 
             15.8.1 ROW: RECESSION IMPACT
                       TABLE 254 ROW: AGRICULTURE DRONES MARKET, BY COUNTRY, 2018–2022 (USD MILLION)
                       TABLE 255 ROW: MARKET, BY COUNTRY, 2023–2028 (USD MILLION)
                       TABLE 256 ROW: MARKET, BY OFFERING, 2018–2022 (USD MILLION)
                       TABLE 257 ROW: MARKET, BY OFFERING, 2023–2028 (USD MILLION)
                       TABLE 258 HARDWARE TYPE: MARKET IN ROW, 2018–2022 (USD MILLION)
                       TABLE 259 HARDWARE TYPE: MARKET IN ROW, 2023–2028 (USD MILLION)
                       TABLE 260 SOFTWARE & SERVICES: MARKET IN ROW, 2018–2022 (USD MILLION)
                       TABLE 261 SOFTWARE & SERVICES: MARKET IN ROW, 2023–2028 (USD MILLION)
                       TABLE 262 ROW: AGRICULTURE DRONE MARKET, BY FARMING ENVIRONMENT, 2018–2022 (USD MILLION)
                       TABLE 263 ROW: MARKET, BY FARMING ENVIRONMENT, 2023–2028 (USD MILLION)
                       TABLE 264 ROW: MARKET, BY APPLICATION, 2018–2022 (USD MILLION)
                       TABLE 265 ROW: MARKET, BY APPLICATION, 2023–2028 (USD MILLION)
                       TABLE 266 ROW: MARKET, BY FARM PRODUCE, 2018–2022 (USD MILLION)
                       TABLE 267 ROW: MARKET, BY FARM PRODUCE, 2023–2028 (USD MILLION)
                       TABLE 268 ROW: MARKET, CEREALS & GRAINS, 2018–2022 (USD MILLION)
                       TABLE 269 ROW: MARKET, CEREALS & GRAINS, 2023–2028 (USD MILLION)
                       TABLE 270 ROW: MARKET, PULSES & OILSEEDS, 2018–2022 (USD MILLION)
                       TABLE 271 ROW: MARKET, PULSES & OILSEEDS, 2023–2028 (USD MILLION)
                       TABLE 272 ROW: MARKET, BY FRUIT & VEGETABLE, 2018–2022 (USD MILLION)
                       TABLE 273 ROW: MARKET, BY FRUIT & VEGETABLE, 2023–2028 (USD MILLION)
                       TABLE 274 ROW: MARKET, BY PAYLOAD CAPACITY, 2018–2022 (USD MILLION)
                       TABLE 275 ROW: MARKET, BY PAYLOAD CAPACITY, 2023–2028 (USD MILLION)
                       TABLE 276 HARDWARE TYPE: MARKET IN ROW, BY COUNTRY, 2018–2022 (USD MILLION)
                       TABLE 277 HARDWARE TYPE: MARKET IN ROW, BY COUNTRY, 2023–2028 (USD MILLION)
             15.8.2 MIDDLE EAST
                       15.8.2.1 Growth in agricultural monitoring activities to boost market for digital agriculture
                                   TABLE 278 MIDDLE EAST: MARKET, BY HARDWARE TYPE, 2018–2022 (USD MILLION)
                                   TABLE 279 MIDDLE EAST: MARKET, BY HARDWARE TYPE, 2023–2028 (USD MILLION)
             15.8.3 AFRICA
                       15.8.3.1 Increase in investments for agriculture innovations to drive growth
                                   TABLE 280 AFRICA: AGRICULTURE DRONES MARKET, BY HARDWARE TYPE, 2018–2022 (USD MILLION)
                                   TABLE 281 AFRICA: MARKET, BY HARDWARE TYPE, 2023–2028 (USD MILLION)
 
16 COMPETITIVE LANDSCAPE (Page No. - 274)
     16.1 INTRODUCTION 
     16.2 OVERVIEW 
     16.3 HISTORICAL REVENUE ANALYSIS OF KEY PLAYERS 
               FIGURE 45 REVENUE ANALYSIS OF KEY PLAYERS, 2019–2022 (USD BILLION)
     16.4 STRATEGIES ADOPTED BY KEY PLAYERS 
               TABLE 282 OVERVIEW OF STRATEGIES ADOPTED BY KEY PLAYERS
     16.5 GLOBAL SNAPSHOT OF KEY MARKET PARTICIPANTS 
               FIGURE 46 AGRICULTURE DRONES: GLOBAL SNAPSHOT OF KEY PARTICIPANTS, 2022
     16.6 MARKET SHARE ANALYSIS 
               TABLE 283 MARKET RANKING OF KEY PLAYERS, AGRICULTURE DRONE MARKET, 2022
     16.7 COMPANY EVALUATION MATRIX (KEY PLAYERS) 
             16.7.1 STARS
             16.7.2 PERVASIVE PLAYERS
             16.7.3 EMERGING LEADERS
             16.7.4 PARTICIPANTS
                       FIGURE 47 MARKET: COMPANY EVALUATION MATRIX, 2022 (KEY PLAYERS)
             16.7.5 MARKET: PRODUCT FOOTPRINT (KEY PLAYERS)
                       TABLE 284 COMPANY FOOTPRINT, BY OFFERING (KEY PLAYERS)
                       TABLE 285 COMPANY FOOTPRINT, BY FARM SIZE (KEY PLAYERS)
                       TABLE 286 COMPANY FOOTPRINT, BY REGION (KEY PLAYERS)
                       TABLE 287 COMPETITIVE BENCHMARKING (KEY PLAYERS)
     16.8 AGRICULTURAL DRONES MARKET: EVALUATION MATRIX OF STARTUPS/SMES 
             16.8.1 PROGRESSIVE COMPANIES
             16.8.2 STARTING BLOCKS
             16.8.3 RESPONSIVE COMPANIES
             16.8.4 DYNAMIC COMPANIES
                       FIGURE 48 AGRICULTURE DRONES MARKET: COMPANY EVALUATION MATRIX, 2022 (STARTUPS/SMES)
             16.8.5 COMPETITIVE BENCHMARKING OF KEY STARTUPS/SMES
                       TABLE 288 MARKET: DETAILED LIST OF KEY STARTUPS/SMES
             16.8.6 COMPANY EVALUATION MATRIX - PRODUCT FOOTPRINT
                       TABLE 289 COMPANY TYPE FOOTPRINT (ACTIVE INGREDIENT MANUFACTURERS)
     16.9 COMPETITIVE SCENARIO 
             16.9.1 PRODUCT LAUNCHES
                       TABLE 290 MARKET: PRODUCT LAUNCHES, 2019–2023
                       TABLE 291 MARKET: DEALS, 2019–2022
                       TABLE 292 MARKET: OTHERS, 2019–2022
 
17 COMPANY PROFILES (Page No. - 307)
(Business Overview, Products/Solutions/Services Offered, Recent Developments, MnM view (Key strengths/Right to win, Strategic choices made, Weakness/competitive threats)*
     17.1 KEY PLAYERS 
             17.1.1 DJI
                       TABLE 293 DJI: BUSINESS OVERVIEW
                       TABLE 294 DJI: PRODUCTS OFFERED
                       TABLE 295 DJI: PRODUCT LAUNCHES
                       TABLE 296 DJI: DEALS
             17.1.2 PRECISIONHAWK
                       TABLE 297 PRECISIONHAWK: BUSINESS OVERVIEW
                       TABLE 298 PRECISIONHAWK: PRODUCTS/ SERVICES OFFERED
                       TABLE 299 PRECISIONHAWK: PRODUCT LAUNCHES
                       TABLE 300 PRECISIONHAWK: DEALS
             17.1.3 TRIMBLE INC.
                       TABLE 301 TRIMBLE INC.: BUSINESS OVERVIEW
                       FIGURE 49 TRIMBLE INC.: COMPANY SNAPSHOT
                       TABLE 302 TRIMBLE INC.: PRODUCTS OFFERED
                       TABLE 303 TRIMBLE INC.: PRODUCT LAUNCHES
                       TABLE 304 TRIMBLE INC.: DEALS
                       TABLE 305 TRIMBLE, INC.: OTHERS
             17.1.4 PARROT DRONE SAS
                       TABLE 306 PARROT DRONE SAS: AGRICULTURE DRONES MARKET BUSINESS OVERVIEW
                       FIGURE 50 PARROT DRONE SAS: COMPANY SNAPSHOT
                       TABLE 307 PARROT DRONE SAS: PRODUCTS OFFERED
                       TABLE 308 PARROT DRONE SAS: PRODUCT LAUNCHES
                       TABLE 309 PARROT DRONE SAS: DEALS
             17.1.5 BAYER AG
                       TABLE 310 BAYER AG: BUSINESS OVERVIEW
                       FIGURE 51 BAYER AG: COMPANY SNAPSHOT
                       TABLE 311 BAYER AG: PRODUCTS OFFERED
                       TABLE 312 BAYER AG: PRODUCT LAUNCHES
                       TABLE 313 BAYER AG: DEALS
                       TABLE 314 BAYER AG: OTHERS
             17.1.6 YAMAHA MOTOR CO., LTD
                       TABLE 315 YAMAHA MOTOR CO., LTD: BUSINESS OVERVIEW
                       FIGURE 52 YAMAHA MOTOR CO., LTD: COMPANY SNAPSHOT
                       TABLE 316 YAMAHA MOTOR CO., LTD: PRODUCTS OFFERED
                       TABLE 317 YAMAHA MOTOR CO., LTD: PRODUCT LAUNCHES
                       TABLE 318 YAMAHA MOTOR CO., LTD: DEALS
                       TABLE 319 YAMAHA MOTOR CO., LTD: OTHERS
             17.1.7 AGEAGLE AERIAL SYSTEMS INC.
                       TABLE 320 AGEAGLE AERIAL SYSTEMS INC.: BUSINESS OVERVIEW
                       TABLE 321 AGEAGLE AERIAL SYSTEMS INC.: PRODUCTS OFFERED
                       TABLE 322 AGEAGLE AERIAL SYSTEMS INC.: PRODUCT LAUNCHES
                       TABLE 323 AGEAGLE AERIAL SYSTEMS INC.: DEALS
                       TABLE 324 AGEAGLE AERIAL SYSTEMS INC.: OTHERS
             17.1.8 DRONEDEPLOY
                       TABLE 325 DRONEDEPLOY: BUSINESS OVERVIEW
                       TABLE 326 DRONEDEPLOY: PRODUCTS OFFERED
                       TABLE 327 DRONEDEPLOY: PRODUCT LAUNCHES
                       TABLE 328 DRONEDEPLOY: DEALS
                       TABLE 329 DRONEDEPLOY: OTHERS
             17.1.9 AUTELROBOTICS
                       TABLE 330 AUTELROBOTICS: BUSINESS OVERVIEW
                       TABLE 331 AUTELROBOTICS: PRODUCTS OFFERED
                       TABLE 332 AUTELROBOTICS: PRODUCT LAUNCHES
                       TABLE 333 AUTELROBOTICS: DEALS
             17.1.10 SENTERA
                       TABLE 334 SENTERA.: AGRICULTURE DRONES MARKET BUSINESS OVERVIEW
                       TABLE 335 SENTERA.: PRODUCTS OFFERED
                       TABLE 336 SENTERA.: PRODUCT LAUNCHES
                       TABLE 337 SENTERA: DEALS
                       TABLE 338 SENTERA: OTHERS
             17.1.11 OPTIM CORP.
                       TABLE 339 OPTIM CORP.: BUSINESS OVERVIEW
                       FIGURE 53 OPTIM CORP.: COMPANY SNAPSHOT
                       TABLE 340 OPTIM CORP.: PRODUCTS OFFERED
                       TABLE 341 OPTIM CORP.: PRODUCT LAUNCHES
                       TABLE 342 OPTIM CORP.: DEALS
             17.1.12 MICRODRONES
                       TABLE 343 MICRODRONES: BUSINESS OVERVIEW
                       TABLE 344 MICRODRONES: PRODUCTS OFFERED
             17.1.13 AERIALTRONICS
                       TABLE 345 AERIALTRONICS: BUSINESS OVERVIEW
                       TABLE 346 AERIALTRONICS: PRODUCTS OFFERED
                       TABLE 347 AERIALTRONICS: PRODUCT LAUNCHES
             17.1.14 DELAIR
                       TABLE 348 DELAIR: BUSINESS OVERVIEW
                       TABLE 349 DELAIR: PRODUCTS OFFERED
                       TABLE 350 DELAIR: DEALS
             17.1.15 XAG CO., LTD.
                       TABLE 351 XAG CO., LTD.: BUSINESS OVERVIEW
                       TABLE 352 XAG CO., LTD.: PRODUCTS OFFERED
                       TABLE 353 XAG CO., LTD.: PRODUCT LAUNCHES
                       TABLE 354 XAG CO., LTD.: DEALS
     17.2 OTHER PLAYERS 
             17.2.1 SKYDIO, INC.
                       TABLE 355 SKYDIO, INC.: AGRICULTURE DRONES MARKET BUSINESS OVERVIEW
                       TABLE 356 SKYDIO, INC.: PRODUCTS OFFERED
                       TABLE 357 SKYDIO, INC.: DEALS
             17.2.2 AGRODRONE AI
                       TABLE 358 AGRODRONE AI: BUSINESS OVERVIEW
                       TABLE 359 AGRODRONE AI: PRODUCTS OFFERED
             17.2.3 ARIES SOLUTIONS PVT LTD
                       TABLE 360 ARIES SOLUTIONS PVT LTD: BUSINESS OVERVIEW
                       TABLE 361 ARIES SOLUTIONS PVT LTD: PRODUCTS OFFERED
             17.2.4 WINGTRA
                       TABLE 362 WINGTRA: BUSINESS OVERVIEW
                       TABLE 363 WINGTRA: PRODUCTS OFFERED
                       TABLE 364 WINGTRA: PRODUCT LAUNCHES
                       TABLE 365 WINGTRA: DEALS
             17.2.5 LOCKHEED MARTIN CORP.
                       TABLE 366 LOCKHEED MARTIN CORP.: BUSINESS OVERVIEW
                       FIGURE 54 LOCKHEED MARTIN CORP.: COMPANY SNAPSHOT
                       TABLE 367 LOCKHEED MARTIN CORP.: PRODUCTS OFFERED
             17.2.6 GAMAYA
             17.2.7 ATMOS UAV
             17.2.8 SKYX
             17.2.9 SLANTRANGE, INC.
             17.2.10 NILEWORKS
*Details on Business Overview, Products/Solutions/Services Offered, Recent Developments, MnM view (Key strengths/Right to win, Strategic choices made, Weakness/competitive threats)* might not be captured in case of unlisted companies.
 
18 ADJACENT & RELATED MARKETS (Page No. - 379)
     18.1 INTRODUCTION 
               TABLE 368 ADJACENT MARKETS RELATED TO AGRICULTURE DRONES MARKET
     18.2 LIMITATIONS 
     18.3 SMART AGRICULTURE MARKET 
             18.3.1 MARKET DEFINITION
             18.3.2 MARKET OVERVIEW
                       TABLE 369 SMART AGRICULTURE MARKET, BY AGRICULTURE TYPE, 2017–2020 (USD MILLION)
                       TABLE 370 SMART AGRICULTURE MARKET, BY AGRICULTURE TYPE, 2021–2026 (USD MILLION)
     18.4 FARM MANAGEMENT SOFTWARE MARKET 
             18.4.1 MARKET DEFINITION
             18.4.2 MARKET OVERVIEW
                       TABLE 371 FARM MANAGEMENT SOFTWARE MARKET, BY FARM PRODUCTION PLANNING, 2017–2020 (USD MILLION)
                       TABLE 372 FARM MANAGEMENT SOFTWARE MARKET, BY FARM PRODUCTION PLANNING, 2021–2026 (USD MILLION)
 
19 APPENDIX (Page No. - 383)
     19.1 KNOWLEDGESTORE: MARKETSANDMARKETS’ SUBSCRIPTION PORTAL 
     19.2 CUSTOMIZATION OPTIONS 
     19.3 RELATED REPORTS 
     19.4 AUTHOR DETAILS 

 

The study involved four major activities in estimating the current size of the agriculture drones market. Exhaustive secondary research was done to collect information on the market, peer market, and parent market. The next step was to validate these findings, assumptions, and sizing with industry experts across the value chain through primary research. Both top-down and bottom-up approaches were employed to estimate the complete market size. After that, market breakdown and data triangulation were used to estimate the market size of segments and subsegments.

Secondary Research

In the secondary research process, sources such as annual reports, press releases, and investor presentations of companies, white papers, certified publications, articles from regulatory bodies, trade directories by recognized authors, and databases were used to identify and collect information for this study.

Secondary research was used to obtain key information about the industry’s supply chain, the total pool of key players, market classification, and segmentation according to the industry trends to the bottom-most level, geographic markets, and key developments from both market- and technology-oriented perspectives.

Primary Research

The agriculture drones market includes several stakeholders in the supply chain, including raw material suppliers, technology and service providers, and regulatory organizations. The demand side of the market is characterized by the manufacturing companies and startups. Key technology and service providers and suppliers of raw materials characterize the supply side.

Various primary sources from the supply and demand sides were interviewed to obtain qualitative and quantitative information. The primary interviewees from the demand side include key opinion leaders, executives, vice presidents, and CEOs from the insect repellents sectors. The primary sources from the supply side include key opinion leaders and key manufacturers in agriculture drone market.

Agriculture Drone Market Primary Research

To know about the assumptions considered for the study, download the pdf brochure

Agriculture Drones Market Size Estimation

The top-down and bottom-up approaches were used to estimate and validate the total size of the market. These approaches were also used extensively to estimate the size of various subsegments in the market. The research methodology used to estimate the market size includes the following details.

  • Top-down approach:
    • The key industry and market players were identified through extensive secondary research.
    • The industry’s supply chain and market size were determined through primary and secondary research.
    • All percentage share splits and breakdowns were determined using secondary sources and verified through primary sources.
    • The adjacent markets—the smart agriculture market and precision farming market—were considered to validate further the market details of agricultural drones market.
  • Bottom-up approach:
    • The market size was analyzed based on the share of each offering of agriculture drones and growing system at regional and country levels. Thus, the global market was estimated with a bottom-up approach at the country level.
    • Other factors include demand for agriculture drones produced through different growing systems across various facility types; pricing trends; adoption rate and price factors; patents registered; and organic and inorganic growth attempts.
  • All macroeconomic and microeconomic factors affecting the market were considered while estimating the market size.
  • All possible parameters that affect the market covered in this research study were accounted for, viewed in extensive detail, verified through primary research, and analyzed to obtain final quantitative and qualitative data.

Global Agriculture Drones Market Size: Bottom-Up Approach

The bottom-up approach used the data extracted from secondary research to validate the market segment sizes obtained. This approach was employed to determine the overall size of the market in particular regions. Its share in the market at the country and regional levels was validated through primary interviews conducted with suppliers, dealers, and distributors.

Agriculture Drone Market Bottom-Up Approach

To know about the assumptions considered for the study, Request for Free Sample Report

Global agriculture drones market Size: Top-Down Approach

In the top-down approach, the overall market size was used to estimate the size of individual markets (mentioned in the segmentation) through percentage splits from secondary and primary research.

The top-down approach used to triangulate the data obtained through this study is explained in the next section:

  • In the market, related secondary sources such as US Department of Agriculture (USDA) Ministry of Agriculture, Forestry and Fisheries (MAFF), World Health Organisation (WHO) Annual Reports of all major players were considered to arrive at the global market size.
  • The global number for agriculture drones arrived after giving certain weightage factors for the data obtained from these secondary and primary sources.
  • With the data triangulation procedure and data validation through primaries (from both supply and demand sides), the shares and sizes of the regional markets and individual markets were determined and confirmed.
  • Data on company revenues, area harvested, product launches, and global regulations for agriculture drones Market in the last four years was used to arrive at the country-wise market size. CAGR estimation of offering and application segments was used and then validated from primary sources.

Agriculture Drone Market Top-Down Approach

Data Triangulation

After arriving at the overall market size from the estimation process explained above, the total market was split into several segments and subsegments. Where applicable, the data triangulation and market breakdown procedures were employed to estimate the overall insect repellent active ingredients market and arrive at the exact statistics for all segments and subsegments. The data was triangulated by studying various factors and trends from the demand and supply sides. The market size was also validated using both the top-down and bottom-up approaches.

Market Definition

According to the Federal Aviation Administration (FAA) of the United States, an authoritative regulatory body for aviation, the definition of UAV is as follows:

"Unmanned Aircraft System (UAS) - An unmanned aircraft and the equipment necessary for the safe and efficient operation of that aircraft. This includes all system components from the operator control station(s) and data links to the aircraft."

Key Stakeholders in the Agriculture Drones Market

  • Agriculture Equipment Component Suppliers
  • Electronics Component and Device Manufacturers
  • Original Equipment Manufacturers (OEMs)
  • Product Manufacturers
  • Agriculture Component and Device Suppliers and Distributors
  • Software, Service, and Technology Providers
  • Standardization and Testing Firms
  • Government Bodies such as Regulatory Authorities and Policymakers
  • Associations, Organizations, Forums, and Alliances Related to Semiconductor and Automotive Industries
  • Research Institutes and Organizations
  • Market Research and Consulting Firms
  • Agri-food Buyers

Agriculture Drones Market Report Objectives

Market Intelligence

  • Determining and projecting the size of the Market based on offering, application, farm size, farm produce, farming environment, payload capacity, component and region over a five-year period ranging from 2023 to 2028.
  • Identifying the attractive opportunities in the market by determining the largest and fastest-growing segments across the key regions
  • Analyzing the demand-side factors based on the following:
  • Impact of macro- and micro-economic factors on the market
  • Shifts in demand patterns across different subsegments and regions.
  • Providing detailed information about the key factors influencing the growth of the market (drivers, restraints, opportunities, and industry-specific challenges)
  • To analyze the opportunities in the market for stakeholders and provide a competitive landscape for market leaders.
  • To strategically profile the key players and comprehensively analyze their core competencies.
  • To analyze competitive developments such as joint ventures, mergers & acquisitions, new product developments, and research & development (R&D) in the Agriculture Drones Market

Competitive Intelligence

  • Identifying and profiling the key market players in the Market
  • Providing a comparative analysis of the market leaders based on the following:
    • Product offerings
    • Business strategies
    • Strengths and weaknesses
    • Key financials
  • Understanding the competitive landscape and identifying the major growth strategies adopted by players across the key region.
  • Analyzing the value chain and regulatory frameworks across regions and their impact on prominent market players
  • Providing insights into the key investments and product innovations and technology in the Agriculture Drones Market

Available Customizations

With the given market data, MarketsandMarkets offers customizations according to the company’s specific scientific needs.

The following customization options are available for the report:

Geographic Analysis

  • Further breakdown of the Rest of Europe agriculture drones market, by key country
  • Further breakdown of the Rest of Asia Pacific market, by key country

Segmentation Analysis

  • Market segmentation analysis of other types of the market
Custom Market Research Services

We will customize the research for you, in case the report listed above does not meet with your exact requirements. Our custom research will comprehensively cover the business information you require to help you arrive at strategic and profitable business decisions.

Request Customization
Report Code
AGI 4372
Published ON
Jun, 2023
Choose License Type
BUY NOW
  • SHARE
X
Request Customization
Speak to Analyst
Speak to Analyst
OR FACE-TO-FACE MEETING
PERSONALIZE THIS RESEARCH
  • Triangulate with your Own Data
  • Get Data as per your Format and Definition
  • Gain a Deeper Dive on a Specific Application, Geography, Customer or Competitor
  • Any level of Personalization
REQUEST A FREE CUSTOMIZATION
LET US HELP YOU!
  • What are the Known and Unknown Adjacencies Impacting the Agriculture Drones Market
  • What will your New Revenue Sources be?
  • Who will be your Top Customer; what will make them switch?
  • Defend your Market Share or Win Competitors
  • Get a Scorecard for Target Partners
CUSTOMIZED WORKSHOP REQUEST
+1-888-600-6441
  • Call Us
  • +1-888-600-6441 (Corporate office hours)
  • +1-888-600-6441 (US/Can toll free)
  • +44-800-368-9399 (UK office hours)
CONNECT WITH US
ABOUT TRUST ONLINE
©2024 MarketsandMarkets Research Private Ltd. All rights reserved
DMCA.com Protection Status Website Feedback