Slide Presentation
TITLE
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Field Plots & Agricultural Research
AUTHOR
Dr. Bob Kemerait &
Dr. Eric P. Prostko
Cooperative Extension Service
University of Georgia
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TABLE OF CONTENTS
Field Plots & Agricultural Research
Safety First
Topics
Demonstration Plots
Demonstration Plots example: rates of nitrogen on a field crop
Replicated Field Plots
Replicated Trial example: effect of different rates of nitrogen
How many replications are enough?
You want how many reps???!!!!
Common Types of Experimental Design
Completely Randomized Design, 4 reps
Randomized Complete Block, 4 reps
Field Example
Field Example: Block Orientation #1
Field Example: Block Orientation #2
Split-Plot Design
Plot Maintenance
Data Analysis
What’s so significant about "significance"?
Getting Started with a Field Trial
GOOD LUCK!
SLIDE CONTENTS
Field Plots & Agricultural Research Dr. Bob Kemerait & Dr. Eric Prostko University of Georgia Cooperative Extension Service April 2001
PPT Slide SAFETY FIRST
Topics Demonstration plots vs replicated field trials Importance of replications Common experimental designs CRD, RCBD, Split-plot, Factorial Small plots or large plots? Plot maintenance Data analysis & “significance” Steps for a successful trial
Demonstration Plots Objectives example/information for growers simple qualitative comparisons Advantages simple to coordinate simple to assess Disadvantages not very useful for quantitative study may oversimplify issue
Demonstration Plotsexample: rates of nitrogen on a field crop
Replicated Field Plots Objectives desire to statistically compare treatments, varieties, etc. Advantages results recognized by scientific community results suitable for making decisions Disadvantages more complicated to conduct
Replicated Trialexample: effect of different rates of nitrogen
How many replications are enough? Generally, the more, the better! increased “degrees of freedom” easier to differentiate similar means better assessment of variation within plot area But consider………… land constraints time constraints material constrains (chemical, plants, etc.)
You want how many reps???!!!! Minimum number varies with discipline and researcher Absolute minimum: 3 reps Foliar fungicide programs: we like to see at least 4 reps For soilborne diseases, including nematodes- we like 5 and even 6 reps uneven distribution of organisms in the soil
Common Types of Experimental Design There is more than one type! all of these designs are replicated completely randomized design appropriate if no variation in plot area randomized complete block design consider ONE source of variation in field!! split-plot design two treatment levels, consider interactions factorial design
Completely Randomized Design, 4 reps
Randomized Complete Block, 4 reps
PPT Slide
PPT Slide
PPT Slide
Split-Plot Design
Plot Maintenance Importance cannot be overlooked Uniformity in planting Careful calibration of spray equipment Fertility Weed control Insect control Disease control Field Tours & PRIDE
Data Analysis Statistical analysis can be tricky consider specialists as references Statistical Packages/Software SAS--------MSTAT--------ARM Analysis of Variance are treatments significantly different? Mean Separations which means are different? (Fisher’s Protected LSD)
What’s so significant about “significance”? Frequent question Confusion over meaning agricultural standard: 95% (usually) “At the 95% confidence level, we can be sure that these means are different at least 95% of the time.”
Getting Started with a Field Trial Carefully determine your objectives Decide on (limited) treatments Develop an experimental design & plot plan Secure necessary equipment and materials Identify a conscientious cooperator Choose your field site CAREFULLY Remain safety oriented Keep careful notes Ask for help
GOOD LUCK!