Irrigation Assistance
Smarter Irrigating Decision
with Data
#CAwaterdatadive
Problem
80% is agriculture use
Irrigating Water
http://www.ppic.org/publication/water-use-in-california/
Irrigating
Water
Subtitle
Using data to reduce
Agricultural Water Usage
Solution
"Don't over watering"
"Don't under watering"
-
"When to irrigate crops?"
-
"How much water should I irrigate?"
Considering...
-
Dynamic weather conditions
-
Control Water Usage under Cost Tiers
Best Timing to water
Factors
- Crop type
- Weather factor
- Humidity
- Temperature
- Soil Condition
- Precipitation
- Field Area
- Water Price
- Seasons & Time
Collecting Data
- Water consumption
- Soil temp, soil humidity
To Make Better Decisions
Simplified
Variables:
- Location
- Crop
- Field Area
Feature
Try to keep water
Usage at Tier 1
Datasets
Weather / Precipitation / (Water price)
Summary
Helping farmers to make smarter irrigating decisions
Future Works
- Integrating more data
- Deploy as a web interface
Data Sources
- http://et.water.ca.gov/Rest/Index
- http://www.ppic.org/publication/water-use-in-california/
- https://data.cnra.ca.gov/dataset/crop-mapping-2014
Irrigation Assistance
Smarter Irrigating Decision
with Data
#CAwaterdatadive
CA Water Data Chellenge
By johannhuang
CA Water Data Chellenge
- 614