Optimizing water usage in agriculture
with Internet of Things
Hector Dominguez, PhD
SmartVineyards
October 27th
, 2015
What is all the buzz around
Internet of things?
● IoT is a technology that enables devices to
interact to the web
● IoT assumes “Smartness”
● IoT is expected to bring 50 Billion devices by
2025 (IHS 2013: Internet Connected Devices)
● IoT promises data from sensor to cloud and
your desktop or smartphone
What technology is behind IoT?
● Distributed specific-use affordable plug&play
devices
● Flexible and resilient communication Systems
● Open Architecture
● New generation of databases
● Microservices and API management
● Lambda functions
● Machine Learning and Data Science
Data Flow
● Acquisition
● Cleaning and massaging
● Processing
● Aggregation
● Visualization
● Storage
Privacy
● Big concern on IoT deployments
● Encryption
● Access authentication
● Data access through digital keys and secure
connections
● Traceable events
● Safe data repositories + Redundacy
Data science innovation
● Data analysis come in two stages: real time and
off-line processing
● Cloud-based application
● Scalable and adaptable solutions
● Sensor networks produce real time data
● Model based irrigation, disease prevention and
weather forecast aggregation
● Scientific libraries applied through the data
pipeline
Benefits of using IoT
Strawberry Research
● 17% yield increase
● 35% less water consumption
● Near-zero fertilizer leaching
Almond Research
● 16% yield increase
● 24% water savings
Cranberry Research
● 25-50% yield increase
● 3-6 times less water
consumption
● Increased profitability ($3,500
per acre)
Lettuce Research
● 18% yield increase
● 10-20% less tip burn
● Increased profitability ($500-
$4,000 per acre)
Our experience
● Off-the-grid affordable devices are hard to
develop
● Evolving product:
– First iteration: expensive and costly maintenance
– Second iteration, first production trial: Fail!
– Third iteration, current: It works, cost effective and
efficient in the field.
● Key aspects of IoT devices in agriculture:
Energy efficient, Reliable communications,
Security.
SmartVineyards
● Real-time soil tension
monitoring system
● Solar Powered
● Mesh network
● Automatic setup
● Easy to install
● Web-based
dashboard
SmartVineyards
SmartVineyards

Water innovation and IoT technology

  • 1.
    Optimizing water usagein agriculture with Internet of Things Hector Dominguez, PhD SmartVineyards October 27th , 2015
  • 2.
    What is allthe buzz around Internet of things? ● IoT is a technology that enables devices to interact to the web ● IoT assumes “Smartness” ● IoT is expected to bring 50 Billion devices by 2025 (IHS 2013: Internet Connected Devices) ● IoT promises data from sensor to cloud and your desktop or smartphone
  • 3.
    What technology isbehind IoT? ● Distributed specific-use affordable plug&play devices ● Flexible and resilient communication Systems ● Open Architecture ● New generation of databases ● Microservices and API management ● Lambda functions ● Machine Learning and Data Science
  • 4.
    Data Flow ● Acquisition ●Cleaning and massaging ● Processing ● Aggregation ● Visualization ● Storage
  • 5.
    Privacy ● Big concernon IoT deployments ● Encryption ● Access authentication ● Data access through digital keys and secure connections ● Traceable events ● Safe data repositories + Redundacy
  • 6.
    Data science innovation ●Data analysis come in two stages: real time and off-line processing ● Cloud-based application ● Scalable and adaptable solutions ● Sensor networks produce real time data ● Model based irrigation, disease prevention and weather forecast aggregation ● Scientific libraries applied through the data pipeline
  • 7.
    Benefits of usingIoT Strawberry Research ● 17% yield increase ● 35% less water consumption ● Near-zero fertilizer leaching Almond Research ● 16% yield increase ● 24% water savings Cranberry Research ● 25-50% yield increase ● 3-6 times less water consumption ● Increased profitability ($3,500 per acre) Lettuce Research ● 18% yield increase ● 10-20% less tip burn ● Increased profitability ($500- $4,000 per acre)
  • 8.
    Our experience ● Off-the-gridaffordable devices are hard to develop ● Evolving product: – First iteration: expensive and costly maintenance – Second iteration, first production trial: Fail! – Third iteration, current: It works, cost effective and efficient in the field. ● Key aspects of IoT devices in agriculture: Energy efficient, Reliable communications, Security.
  • 9.
    SmartVineyards ● Real-time soiltension monitoring system ● Solar Powered ● Mesh network ● Automatic setup ● Easy to install ● Web-based dashboard
  • 10.
  • 11.