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IMPROVE YOUR PLANT STUDY
3 TYPES OF ENVIRONMENTAL DATA
YOU MAY BE MISSING
Holly Lane, MS
METER Group, Inc. USA
STARTING FROM THE BASICS
P = G + E
STARTING FROM THE BASICS
Phenotype:the traits we
observe in the plants
(ex:height, yield)
P = G + E
Environment:how the
environment affect a
plant’s performance
Genotype:how genetics
affect a plant’s performance
A QUICK NOTE ON DATA
DATA QUALITY VS QUANTITY
THOUGHTS ON TRADEOFFS
Lane, H.M. and S.C. Murray. 2021. Crop Science. High throughput can produce better decisions
than high accuracy when phenotyping plant populations.
Photo Credit:Texas A&M University Department of Soil and Crop Sciences photo by Beth Ann Luedeker
DATA QUALITY VS QUANTITY
THOUGHTS ON TRADEOFFS
THE ENVIRONMENTAL STORY
WEATHER DATA
WEATHER STATIONS
12
Price
Performance
PROBLEMS WITH “LOCAL” DATA
LARGE INACCURACIES MAY EXIST
Presentation Title/Legal Disclaimer
HOW TO CHOOSE
THE OPTIONS CAN BE OVERWHELMING
Check out our webinar,
Weather Monitoring 101
In general:
• Balance cost and
performance
• Site data is key
Price
Performance
SITE SPECIFIC WEATHER DATA
WHY IT’S SO IMPORTANT
Concepts of interest:
• Identify stress
• Model disease risks
• Calculate ET, GDD
• Accurate precipitation estimates
WEATHER IS ONLY
PART OF THE
ENVIRONMENTAL STORY
SOIL DATA
SOIL DATA
THE MEDIUM FOR PLANT GROWTH
Soil direct impacts plant growth via:
• Nutrient availability
• Disease pressure
• Affecting root growth
• Water availability*
MATRIC POTENTIAL
“WATER THERMOSTAT”
Different than volumetric water content
More useful measurement in plant contexts
Not traditionally used due to lack of adequate tools
MATRIC POTENTIAL
QUANTIFY DROUGHT
Traditional drought studies are hard to replicate or quantify
Drought can vary in:
• Timing
• Intensity
• Duration
Looking at precipitation alone, or even moisture content
does not account for differences in soil type between sites
Wetter
Drier
MATRIC POTENTIAL
POTATOES
MATRIC POTENTIAL
POTATOES
MATRIC POTENTIAL
POTATOES
MATRIC POTENTIAL
LIMITATIONS
Can’t tell you how much water to apply
• If you don’t need to quantify water, this may not be an issue
• If you do want to know this, add VWC
Sensors not suitable for spot checking
Traditionally hard to measure
• Many field sensors are inaccurate or expensive
• TEROS 21 maintains a wide measurement range and sensor-to-sensor
consistency
IN CONCLUSION
P = G + E
THREE THINGS TO CONSIDER
FOR YOUR NEXT STUDY
Weather
• Data quality vs. quantity
• Site-specific
Soil
• Matric potential
Our team!
• Ask questions
– holly.lane@metergroup.com
– sales.environment@metergroup.com
– 509-332-2756
• Tweet me @HLplants
QUESTIONS

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Improve Your Plant Study: 3 Types of Environmental Data You May Be Missing

  • 1.
  • 2. IMPROVE YOUR PLANT STUDY 3 TYPES OF ENVIRONMENTAL DATA YOU MAY BE MISSING Holly Lane, MS METER Group, Inc. USA
  • 3. STARTING FROM THE BASICS P = G + E
  • 4. STARTING FROM THE BASICS Phenotype:the traits we observe in the plants (ex:height, yield) P = G + E Environment:how the environment affect a plant’s performance Genotype:how genetics affect a plant’s performance
  • 5. A QUICK NOTE ON DATA
  • 6. DATA QUALITY VS QUANTITY THOUGHTS ON TRADEOFFS Lane, H.M. and S.C. Murray. 2021. Crop Science. High throughput can produce better decisions than high accuracy when phenotyping plant populations. Photo Credit:Texas A&M University Department of Soil and Crop Sciences photo by Beth Ann Luedeker
  • 7. DATA QUALITY VS QUANTITY THOUGHTS ON TRADEOFFS
  • 10. PROBLEMS WITH “LOCAL” DATA LARGE INACCURACIES MAY EXIST Presentation Title/Legal Disclaimer
  • 11. HOW TO CHOOSE THE OPTIONS CAN BE OVERWHELMING Check out our webinar, Weather Monitoring 101 In general: • Balance cost and performance • Site data is key Price Performance
  • 12. SITE SPECIFIC WEATHER DATA WHY IT’S SO IMPORTANT Concepts of interest: • Identify stress • Model disease risks • Calculate ET, GDD • Accurate precipitation estimates
  • 13. WEATHER IS ONLY PART OF THE ENVIRONMENTAL STORY SOIL DATA
  • 14. SOIL DATA THE MEDIUM FOR PLANT GROWTH Soil direct impacts plant growth via: • Nutrient availability • Disease pressure • Affecting root growth • Water availability*
  • 15. MATRIC POTENTIAL “WATER THERMOSTAT” Different than volumetric water content More useful measurement in plant contexts Not traditionally used due to lack of adequate tools
  • 16. MATRIC POTENTIAL QUANTIFY DROUGHT Traditional drought studies are hard to replicate or quantify Drought can vary in: • Timing • Intensity • Duration Looking at precipitation alone, or even moisture content does not account for differences in soil type between sites
  • 17.
  • 22. MATRIC POTENTIAL LIMITATIONS Can’t tell you how much water to apply • If you don’t need to quantify water, this may not be an issue • If you do want to know this, add VWC Sensors not suitable for spot checking Traditionally hard to measure • Many field sensors are inaccurate or expensive • TEROS 21 maintains a wide measurement range and sensor-to-sensor consistency
  • 24. THREE THINGS TO CONSIDER FOR YOUR NEXT STUDY Weather • Data quality vs. quantity • Site-specific Soil • Matric potential Our team! • Ask questions – holly.lane@metergroup.com – sales.environment@metergroup.com – 509-332-2756 • Tweet me @HLplants