This is based on a research study on the application of drone technology in India and showcase the benefits of its applicability to the agricultural sector in rendering services which in the past tends to be very tedious in executing.
Time Series Foundation Models - current state and future directions
Drone technology in agriculture
1. Presented by,
ROHIN KURIEN SAJI
DRONE TECHNOLOGY IN
AGRICULTURE
This is based on a research study on the application of drone technology in India and showcase the benefits of its
applicability to the agricultural sector in rendering services which in the past tends to be very tedious in executing.
2. CONTENT
Drone Technology In Agriculture
2
Introduction
Sensors used in agricultural drones
How drones are being used in
Agriculture?
Case Study
Drone Laws in India
Pros and Cons of Agricultural
Drones
Conclusion
Reference
3. INTRODUCTION
An agricultural drone is an unmanned aerial vehicle used
to help optimize agriculture operations, increase crop
production, and monitor crop growth.
Sensors and digital imaging capabilities can give farmers
a richer picture of their fields.
Drone Technology In Agriculture
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4. Sensors Used In Agricultural Drones
Drone Technology In Agriculture
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• Aerial mapping
• Imaging
• Plant counting
• Surveying
VISUA
L
MULTISPEC
TRAL
• Plant health measurement
• Water quality assessment
• Vegetation index
• Plant counting
• Heat signature detection
• Livestock detection
• Surveillance
• Water source detection
• Emergency response
THERMAL
LIDA
R
• Useful in 3D digital surface modelling
• Surface variation detection
• Flood mapping
• Short range
• Plant health measurement
• Water quality assessment
• Vegetation index calculation
• Full spectral sensing
• Spectral research and development
HYPERSPECT
RAL
5. HOW ARE DRONES BEING USED IN AGRICULTURE ?
Monitoring Plant Health
Drones equipped with special imaging
equipment called Normalized Difference
Vegetation Index (NDVI).
Software analysis can be used to change
values in order to reflect the specific crop
type and even in which stage of life a
specific crop is in.
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Monitoring Field Condition
Drones provide accurate field mapping.
Having information on field elevation is
useful in determining drainage patterns and
wet/dry spots which allow for more efficient
watering techniques.
6. Drone Technology In Agriculture
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HOW ARE DRONES BEING USED IN AGRICULTURE ?
Planting And Seeding
Automated drone seeders are mostly
being used in forestry industries.
Planting with drones means very hard to
reach areas can be replanted without
endangering workers.
Spray Application
Crop spraying drones can carry large liquid
storage reservoirs, can be operated more
safely.
It can be operated and maintained at a
fraction of the cost compared to crop
dusters.
7. Drone Technology In Agriculture
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HOW ARE DRONES BEING USED IN AGRICULTURE ?
Drones are used to monitor the far reaches of
a farm and allows for more frequent
monitoring of hard to reach areas.
Monitoring remote areas, which used to take
hours of walking can now be completed in a
few minutes.
Security Drone Pollination
Researchers in the Netherlands and Japan are
developing small drones that are capable of
pollinating plants without damaging them.
The next step is to create autonomous
pollinating drones that will work and monitor
crop health without constant instruction from
operators.
8. Drone Technology In Agriculture
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Multispectral Sensor
Lidar Sensor
Thermal Sensor
Hyperspectral Sensor
HOW ARE DRONES BEING USED IN AGRICULTURE ?
Drone Irrigation
Using microwave sensing, drones are
able to capture very accurate soil health
information.
Water can be distributed in a field in the
most efficient way in an effort to
conserve resources.
9. CASE
STUDY
PROBLEM…?
o Poor quality water management.
o Limited cost recovery in the irrigation sector
contributed to inefficient on-farm use of
irrigation water and added to the fiscal
burden of the state.
o Fragmented and un-coordinated planning
and management of water resources.
A case study of use of Drone for mapping of command
area of irrigation project in Pune region of Maharashtra
State of India.
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10. SOLUTION…..
o Drones are used to measure area
under irrigation.
o Helps in analysing water
consumption and determine crop
types.
o Helps in estimation of water charges.
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11. OUTCOME…
Sl
No.
Name Of Project
Irrigation
area as per
project
report(ha)
No. of
villages
Area of villages as
per Revenue
Records(ha)
Area of
Assessment after
drone survey is
carried out(ha)
Assessed area
before drone
survey(ha)
Percentage
increase in
area
1 Dhom irrigation 32,925 179 78,101 34,728 10,805 221%
2 Kaner Irrigation 24,317 160 71,768 20,828 10,643 96%
3
Kolhapuri Type
Weir on Wang/
Uttarmand/ Tarali
Rivers
11,401 118 27,639 12,531 2,759 354%
4
Kolhapuri Type
Weir on Urmodi
River
907 26 12,548 2,617 1,083 142%
5
Kolhapuri Type
Weir on Koyna
River
9,570 78 29,600 7,516 4,853 55%
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12. RESULT….
o Increase in area surveyed by minimum 55%
and maximum 354%.
o Total irrigated area is increased to about 13.88
lakh ha from previous year assessment of
10.71 lakh ha.
o Total Increase in revenue of about ₹50 crores.
o Increased transparency and reduction in
dependency on manpower.
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13. Agriculture Drones Bring Big Value to Potato
Growers in North Dakota
CASE STUDY :
PROBLEM SOLUTION RESULT
Improper planning and
projection of crop yield.
Incorrect calibration on
planting of crops.
Induction of drones to
monitor the crops.
Helps in proper estimation
of crop loss due to heavy
raining.
Able to determine net loss
of about $160,000.
Accurate yield projection.
Was able to save $16,000
on next growing season.
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14. Fig 3: Horizontal red lines show areas where the planter malfunctioned and
missed planting entire rows of potatoes
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Fig 2: The southern section of the field sustained much more water damage than the
northern section
Fig 1: Of 150 acres: 27% is red (bad health), 58% is
yellow (average health), 15% is green (good health)
15. Drone Laws In India
Rules And Regulation
All drones except those in the Nano category must be registered
and issued a Unique Identification Number (UIN).
A permit is required for commercial drone operations
Drone pilots must maintain a direct visual line of sight at all
times while flying.
Drones cannot be flown more than 400 feet vertically.
Drones cannot be flown in areas specified as “No Fly Zones”.
Permission to fly in controlled airspace can be obtained by filing
a flight plan and obtaining a unique Air Defense Clearance
(ADC)/Flight Information Center (FIC) number.
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16. PROS CONS
Easy to Use
Reduce Farm’s Operational Cost
Makes Mapping easy
Moisture Monitoring
Prevents Invasion
Assesses Crop Quality
Legal Restriction
Flight Routine Limitation
Knowledge Limitation
Personal Privacy Encroachment Fear
Requires a License
Expensive
Safety Concerns
Severe Weather Trends
Pros and Cons of Agricultural
Drones
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17. CONCLUSION
Drones have already vastly altered the agricultural industry and will
continue to grow in the coming years. While drone use is becoming more
useful to small farmers, there is still a ways to go before they become part
of every farmer’s equipment roster, particularly in developing nations.
Regulations around drone use need to be made and revised in many
countries and more research needs to be done on their effectiveness at
certain tasks. There are many ways drones can be useful to farmers but it is
important to understand their limitations and functions before investing in
expensive equipment.
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