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Emerging Technologies in Agriculture
Engineering
By Surjeet Singh Rana
Artificial intelligence in Agriculture
Artificial intelligence holds the promise of driving an agricultural revolution at a time when the world must produce more
food using fewer resources.
Precision agriculture uses AI technology to aid in detecting diseases in plants, pests, and poor plant nutrition on farms. AI
sensors can detect and target weeds and then decide which herbicides to apply within the right buffer. Deep learning
algorithms process data captured from drones flying over their fields
Emerging Technologies in Agriculture Engineering
Use of GPS Technology
in Agriculture
The accuracy of GPS allows farmers to create
farm maps with precise acreage for field areas,
road locations and distances between points of
interest. GPS allows farmers to accurately
navigate to specific locations in the field, year
after year, to collect soil samples or monitor
crop condition.
The satellite-based GPS system
was first developed by the U.S. Departments of
Defense in the 1970s. The major advantages are
Higher crop productivity. Decreased use of
water, fertilizer, and pesticides, which in turn
keeps food prices down. Reduced impact on
natural ecosystems. Less runoff of chemicals
into rivers and groundwater.
Emerging Technologies in Agriculture Engineering
Vertical
Farming
Emerging Technologies in Agriculture Engineering
Precision Farming
Precision farming is an approach where
inputs are utilized in precise amounts to get
increased average yields, compared to
traditional cultivation techniques.
Precision agriculture (PA), satellite farming
or site-specific crop management (SSCM) is a
farming management concept based on
observing, measuring and responding to
inter and intra-field variability in crops.
Emerging Technologies in Agriculture Engineering
Autonomous Tractor
A driverless or autonomous tractor is a farm vehicle
(often multi-purpose) that delivers a high tractive
effort (or torque) at slow speeds for the purposes of
tillage and other agricultural tasks.
Emerging Technologies in Agriculture Engineering
IOT in Agriculture
IoT-based smart farming builds a
system where the entire farming
uses IoT devices for various jobs
like Sensing for soil moisture and
nutrients, Controlling water usage
for optimal plant growth,
Determining custom fertilizer
profiles based on soil chemistry.
It is also used for Determining the
optimal time to plant and harvest,
& for Reporting weather
conditions.
Emerging Technologies in Agriculture Engineering
Applications of Data
Science in Agriculture
Data analytics can be used in the accumulated
bulk to obtain information which can be used
by farmers to optimize their farming. Farmers
can thus make smart farming decisions using
that information throughout the production
cycle; from planning, plantation, harvesting, all
the way to its marketability.
Emerging Technologies in Agriculture Engineering
Agriculture Robot
Agricultural robots automate
slow, repetitive and dull tasks
for farmers, allowing them to
focus more on improving
overall production yields.
Some of the most common
robots in agriculture are used
for functions like Harvesting
and picking, Weed control
Autonomous mowing, pruning,
seeding, spraying and thinning,
etc.
Emerging Technologies in Agriculture Engineering
Autonomous robot to
harvests soft fruits
The automatic harvesting of fruits by a robot
involves two big tasks: (a) fruit detection and
localization on trees using computer vision with a
sensor and (b) robotic arm motion to the position
of the detected fruit and fruit harvesting by the
end effector without damaging target fruit and its
tree.
Emerging Technologies in Agriculture Engineering
Smart Irrigation System
(Soil Moisture)
Soil moisture sensor-
based smart irrigation controll
ers use one of several well-
established technologies to
measure soil moisture content.
When buried in the root zone
of turf, trees or shrubs,
the sensors accurately
determine the moisture level
in the soil and transmit this
reading to the controller. The
entire irrigation is controlled
through this input data.
Emerging Technologies in Agriculture Engineering
Smart Irrigation System
(Temperature Sensors )
The soil moisture sensor consists of 2 sensors which
takes the values of temperature of surroundings and
moisture level of soil. Output of these sensors are given
to ADC and then to microcontroller. Microcontroller
compares the values with the threshold values and
drives the relay which controls the motor.
In effect this automates the entire irrigation system,
making is more efficient and optimum for yield.
Emerging Technologies in Agriculture Engineering
Smart Agriculture System
(Electrical Conductivity Sensors )
The use of sensors for the assessment of
the apparent electrical conductivity is being
used extensively.
A Balanced or proper Electrical Conductivity
(EC) is necessary for optimum yield. In general,
higher EC hinders nutrient uptake by increasing
the osmotic pressure of the nutrient solution,
wastes nutrients, and the increases discharged
of nutrients into the environment, resulting in
environmental pollution. Lower EC may
severely affect plant health and yield.
Emerging Technologies in Agriculture Engineering
Combine Harvester The modern combine harvester,
or simply combine, is a versatile
machine designed to efficiently
harvest a variety of grain crops.
The name derives from its
combining three separate
harvesting operations—
reaping, threshing,
and winnowing—into a single
process.
Among the crops harvested with
a combine harvester
are wheat, oats, rye, barley, cor
n (maize), sorghum, soybeans, fl
ax (linseed), sunflowers and can
ola.
Emerging Technologies in Agriculture Engineering
Laser Land Leveller
Laser Land Leveling (also known
as Laser Leveling) is a process of
smoothening the land surface
from its average elevation with
a certain degree of desired
slope using a guided laser beam
through out the field.
A laser land leveller- a machine
equipped with a laser guided
drag bucket- is much more
effective and quicker in
ensuring a flat table-top like
surface. An even land means
irrigation water reaches every
part of the field with minimal
waste from run-off or water-
logging.
Emerging Technologies in Agriculture Engineering
Protected Cultivation Protected cultivation is a
process of growing crops
in a controlled
environment.
This means that the
temperature, humidity,
light and such other
factors can be regulated as
per requirement of the
crop. It assists in a
healthier and a larger
produce, and also in
reducing the resources.
Emerging Technologies in Agriculture Engineering

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Agricultural Engineering Emerging Technology

  • 1. Emerging Technologies in Agriculture Engineering By Surjeet Singh Rana
  • 2. Artificial intelligence in Agriculture Artificial intelligence holds the promise of driving an agricultural revolution at a time when the world must produce more food using fewer resources. Precision agriculture uses AI technology to aid in detecting diseases in plants, pests, and poor plant nutrition on farms. AI sensors can detect and target weeds and then decide which herbicides to apply within the right buffer. Deep learning algorithms process data captured from drones flying over their fields Emerging Technologies in Agriculture Engineering
  • 3. Use of GPS Technology in Agriculture The accuracy of GPS allows farmers to create farm maps with precise acreage for field areas, road locations and distances between points of interest. GPS allows farmers to accurately navigate to specific locations in the field, year after year, to collect soil samples or monitor crop condition. The satellite-based GPS system was first developed by the U.S. Departments of Defense in the 1970s. The major advantages are Higher crop productivity. Decreased use of water, fertilizer, and pesticides, which in turn keeps food prices down. Reduced impact on natural ecosystems. Less runoff of chemicals into rivers and groundwater. Emerging Technologies in Agriculture Engineering
  • 5. Precision Farming Precision farming is an approach where inputs are utilized in precise amounts to get increased average yields, compared to traditional cultivation techniques. Precision agriculture (PA), satellite farming or site-specific crop management (SSCM) is a farming management concept based on observing, measuring and responding to inter and intra-field variability in crops. Emerging Technologies in Agriculture Engineering
  • 6. Autonomous Tractor A driverless or autonomous tractor is a farm vehicle (often multi-purpose) that delivers a high tractive effort (or torque) at slow speeds for the purposes of tillage and other agricultural tasks. Emerging Technologies in Agriculture Engineering
  • 7. IOT in Agriculture IoT-based smart farming builds a system where the entire farming uses IoT devices for various jobs like Sensing for soil moisture and nutrients, Controlling water usage for optimal plant growth, Determining custom fertilizer profiles based on soil chemistry. It is also used for Determining the optimal time to plant and harvest, & for Reporting weather conditions. Emerging Technologies in Agriculture Engineering
  • 8. Applications of Data Science in Agriculture Data analytics can be used in the accumulated bulk to obtain information which can be used by farmers to optimize their farming. Farmers can thus make smart farming decisions using that information throughout the production cycle; from planning, plantation, harvesting, all the way to its marketability. Emerging Technologies in Agriculture Engineering
  • 9. Agriculture Robot Agricultural robots automate slow, repetitive and dull tasks for farmers, allowing them to focus more on improving overall production yields. Some of the most common robots in agriculture are used for functions like Harvesting and picking, Weed control Autonomous mowing, pruning, seeding, spraying and thinning, etc. Emerging Technologies in Agriculture Engineering
  • 10. Autonomous robot to harvests soft fruits The automatic harvesting of fruits by a robot involves two big tasks: (a) fruit detection and localization on trees using computer vision with a sensor and (b) robotic arm motion to the position of the detected fruit and fruit harvesting by the end effector without damaging target fruit and its tree. Emerging Technologies in Agriculture Engineering
  • 11. Smart Irrigation System (Soil Moisture) Soil moisture sensor- based smart irrigation controll ers use one of several well- established technologies to measure soil moisture content. When buried in the root zone of turf, trees or shrubs, the sensors accurately determine the moisture level in the soil and transmit this reading to the controller. The entire irrigation is controlled through this input data. Emerging Technologies in Agriculture Engineering
  • 12. Smart Irrigation System (Temperature Sensors ) The soil moisture sensor consists of 2 sensors which takes the values of temperature of surroundings and moisture level of soil. Output of these sensors are given to ADC and then to microcontroller. Microcontroller compares the values with the threshold values and drives the relay which controls the motor. In effect this automates the entire irrigation system, making is more efficient and optimum for yield. Emerging Technologies in Agriculture Engineering
  • 13. Smart Agriculture System (Electrical Conductivity Sensors ) The use of sensors for the assessment of the apparent electrical conductivity is being used extensively. A Balanced or proper Electrical Conductivity (EC) is necessary for optimum yield. In general, higher EC hinders nutrient uptake by increasing the osmotic pressure of the nutrient solution, wastes nutrients, and the increases discharged of nutrients into the environment, resulting in environmental pollution. Lower EC may severely affect plant health and yield. Emerging Technologies in Agriculture Engineering
  • 14. Combine Harvester The modern combine harvester, or simply combine, is a versatile machine designed to efficiently harvest a variety of grain crops. The name derives from its combining three separate harvesting operations— reaping, threshing, and winnowing—into a single process. Among the crops harvested with a combine harvester are wheat, oats, rye, barley, cor n (maize), sorghum, soybeans, fl ax (linseed), sunflowers and can ola. Emerging Technologies in Agriculture Engineering
  • 15. Laser Land Leveller Laser Land Leveling (also known as Laser Leveling) is a process of smoothening the land surface from its average elevation with a certain degree of desired slope using a guided laser beam through out the field. A laser land leveller- a machine equipped with a laser guided drag bucket- is much more effective and quicker in ensuring a flat table-top like surface. An even land means irrigation water reaches every part of the field with minimal waste from run-off or water- logging. Emerging Technologies in Agriculture Engineering
  • 16. Protected Cultivation Protected cultivation is a process of growing crops in a controlled environment. This means that the temperature, humidity, light and such other factors can be regulated as per requirement of the crop. It assists in a healthier and a larger produce, and also in reducing the resources. Emerging Technologies in Agriculture Engineering