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Principles of Plant Genetics and Breeding

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Advantages<br />

1 It is the simplest <strong>of</strong> the designs to use <strong>and</strong> analyze.<br />

2 It yields the highest number <strong>of</strong> degrees <strong>of</strong> freedom<br />

for error, making the level <strong>of</strong> error to be <strong>of</strong> the relatively<br />

lowest magnitude compared to other designs.<br />

3 Missing data, when they occur, do not complicate the<br />

analysis.<br />

Disadvantages It is not conducive for field studies for<br />

obvious reasons <strong>of</strong> soil heterogeneity.<br />

A typical ANOVA table for a CRD for 15 entries <strong>and</strong><br />

four replications is as follows:<br />

Source df<br />

Treatment 14<br />

Error 45<br />

Total 59<br />

Complete block designs: r<strong>and</strong>omized complete block<br />

design (RCBD)<br />

In this design, there are as many blocks as there are<br />

replicates. Each replicate <strong>of</strong> a genotype is represented<br />

in each block. This design is suitable for a test involving<br />

a small number <strong>of</strong> entries. It is the most widely used<br />

experimental design in plant breeding.<br />

Advantages<br />

1 It is flexible, being applicable to small as well as moderately<br />

large entries.<br />

2 It is relatively easy to conduct. The field layout <strong>and</strong><br />

statistical analysis are relatively straightforward.<br />

3 Unbiased error can be effectively estimated.<br />

Disadvantages<br />

1 It is applicable to evaluations in a homogeneous<br />

environment.<br />

2 It is not suitable for a large number <strong>of</strong> entries.<br />

A typical ANOVA for an RCBD for 15 entries <strong>and</strong> four<br />

replications is as follows:<br />

Source df<br />

Blocks 3<br />

Treatment 14<br />

Error 42<br />

Total 59<br />

Complete block designs: Latin square<br />

In Latin square design, blocking is used to control<br />

environmental variation in two directions. It is best used<br />

PERFORMANCE EVALUATION FOR CROP CULTIVAR RELEASE 431<br />

when field variation occurs in two directions, perpendicular<br />

to each other.<br />

Incomplete block designs: lattice design<br />

The lattice design is a preferred design for evaluating a<br />

large number <strong>of</strong> genotypes.<br />

Advantages<br />

1 It allows unbiased error to be estimated to determine<br />

the origin (genetic or environmental) <strong>of</strong> observed<br />

variation among genotypes.<br />

2 It provides more effective comparison among genotypes.<br />

Disadvantages R<strong>and</strong>omization <strong>and</strong> statistical analysis<br />

for design can be challenging (without the use <strong>of</strong> a<br />

computer).<br />

Materials, equipment, <strong>and</strong> machinery for<br />

field evaluation <strong>of</strong> genotypes<br />

<strong>Plant</strong> breeding, even on a small scale, entails the evaluation<br />

<strong>of</strong> large numbers <strong>of</strong> genotypes. Modern technology<br />

has enabled certain aspects <strong>of</strong> the field testing process to<br />

be mechanized. Some <strong>of</strong> the materials, equipment, <strong>and</strong><br />

machinery commonly used in plant breeding field tests<br />

are discussed here.<br />

Materials<br />

1 Field plan. A notebook or field record book is prepared<br />

to show the layout <strong>of</strong> plots according to the<br />

experimental design. The layout also shows the treatment<br />

assignments to plots.<br />

2 Labels/stakes. Computer s<strong>of</strong>tware such as MSTAT<br />

will allow the plant breeder to select a design, allocate<br />

treatment to plots, print labels for seed envelopes,<br />

print a field layout, <strong>and</strong> print record books for the<br />

study, among other options. Stakes (wooden, plastic)<br />

are prepared to identify the plots.<br />

3 Seed envelopes. The computer labels are pasted on<br />

paper envelopes. Some breeding programs use cloth<br />

bags, in which case labels are pasted on card labels<br />

<strong>and</strong> fastened to the sack by means <strong>of</strong> wires. Breeders<br />

may use permanent ink pens to prepare their labels.<br />

4 Seed treatment. Treatment <strong>of</strong> the seed with fungicides<br />

may be needed. A bucket (or an appropriate<br />

container) may be needed for the process.<br />

5 Record books. Data collection is facilitated by having<br />

record books printed according to the field plan<br />

<strong>and</strong> traits to be scored.

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