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@IBNU SAHIDHIR
                                  1
www.artaquaculture.blogspot.com
Contents
1. Introduction

2. Experimental procedures

3. SAS procedures

4. Result and discussion

5. Conclusion




                @IBNU SAHIDHIR
                                           2
         www.artaquaculture.blogspot.com
Salinity


Osmoregulation Adaptation

      20%-50% Energy


 1. Conditional Factor (Weight/Length Ratio)
 2. Inhalation Rate (time/minute)
 3. Operculum/Body Length Ratio
 4. Feed Intake (% body weight/day)



            @IBNU SAHIDHIR
                                               3
     www.artaquaculture.blogspot.com
Seawater 33 ppt


         Strong (>6 hour)
      Less strong (4-6 hour)
         Weak (<4 hour)';


1. Conditional Factor (Weight/Length Ratio)
2. Inhalation Rate (time/minute)
3. Operculum/Body Length Ratio
4. Feed Intake (% body weight/day)



           @IBNU SAHIDHIR
                                              4
    www.artaquaculture.blogspot.com
Inhalation rate                                     Conditional factor
                                                          (Weight/length)
                          Ratio operculum/body length
Feed intake




                              @IBNU SAHIDHIR
                                                                          5
                       www.artaquaculture.blogspot.com
Variables                               Strong         Less strong Weak

Conditional factor

Operculum body length ratio

Inhalation rate

Feed intake



                            @IBNU SAHIDHIR
                                                                          6
                     www.artaquaculture.blogspot.com
@IBNU SAHIDHIR
                                  7
www.artaquaculture.blogspot.com
SAS procedures




       @IBNU SAHIDHIR
                                  8
www.artaquaculture.blogspot.com
@IBNU SAHIDHIR
                                  9
www.artaquaculture.blogspot.com
Strong            = 18.6%
    Less strong = 27.6%
    Weak              =54%



       @IBNU SAHIDHIR
                                  10
www.artaquaculture.blogspot.com
Less strong and weak are closer than with the strong one




                     @IBNU SAHIDHIR
                                                           11
              www.artaquaculture.blogspot.com
Ratio operculum and body length is not significant different




                          @IBNU SAHIDHIR
                                                               12
                   www.artaquaculture.blogspot.com
99% variance is explained by first component




                   @IBNU SAHIDHIR
                                               13
            www.artaquaculture.blogspot.com
Conditional factor vs Inhalation rate and feed intake




                      @IBNU SAHIDHIR
                                                        14
               www.artaquaculture.blogspot.com
@IBNU SAHIDHIR
                                  15
www.artaquaculture.blogspot.com
Inhalation rate
Food intake
                                                    Conditional factor


                         @IBNU SAHIDHIR
                                                                16
                  www.artaquaculture.blogspot.com
Discriminant analysis shows that 3 of 4 variables of body performance significantly
able to classify Red Tilapia based on their salinity tolerance.
Ratio operculum and body length is not significant different to distinguish 3 population
but conditional factor, inhalation rate and feed intake show significant different.
Conditional factor have negative correlation with inhalation rate and feed intake

More tolerant Tilapia to saline water have relatively low conditional factor and high
inhalation rate and feed intake.

Weak and less strong Tilapia to saline water are correlatively closer than strong
Tilapia.




                                       @IBNU SAHIDHIR
                                                                                        17
                                www.artaquaculture.blogspot.com
@IBNU SAHIDHIR
                                  18
www.artaquaculture.blogspot.com

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Discriminant analysis

  • 1. @IBNU SAHIDHIR 1 www.artaquaculture.blogspot.com
  • 2. Contents 1. Introduction 2. Experimental procedures 3. SAS procedures 4. Result and discussion 5. Conclusion @IBNU SAHIDHIR 2 www.artaquaculture.blogspot.com
  • 3. Salinity Osmoregulation Adaptation 20%-50% Energy 1. Conditional Factor (Weight/Length Ratio) 2. Inhalation Rate (time/minute) 3. Operculum/Body Length Ratio 4. Feed Intake (% body weight/day) @IBNU SAHIDHIR 3 www.artaquaculture.blogspot.com
  • 4. Seawater 33 ppt Strong (>6 hour) Less strong (4-6 hour) Weak (<4 hour)'; 1. Conditional Factor (Weight/Length Ratio) 2. Inhalation Rate (time/minute) 3. Operculum/Body Length Ratio 4. Feed Intake (% body weight/day) @IBNU SAHIDHIR 4 www.artaquaculture.blogspot.com
  • 5. Inhalation rate Conditional factor (Weight/length) Ratio operculum/body length Feed intake @IBNU SAHIDHIR 5 www.artaquaculture.blogspot.com
  • 6. Variables Strong Less strong Weak Conditional factor Operculum body length ratio Inhalation rate Feed intake @IBNU SAHIDHIR 6 www.artaquaculture.blogspot.com
  • 7. @IBNU SAHIDHIR 7 www.artaquaculture.blogspot.com
  • 8. SAS procedures @IBNU SAHIDHIR 8 www.artaquaculture.blogspot.com
  • 9. @IBNU SAHIDHIR 9 www.artaquaculture.blogspot.com
  • 10. Strong = 18.6% Less strong = 27.6% Weak =54% @IBNU SAHIDHIR 10 www.artaquaculture.blogspot.com
  • 11. Less strong and weak are closer than with the strong one @IBNU SAHIDHIR 11 www.artaquaculture.blogspot.com
  • 12. Ratio operculum and body length is not significant different @IBNU SAHIDHIR 12 www.artaquaculture.blogspot.com
  • 13. 99% variance is explained by first component @IBNU SAHIDHIR 13 www.artaquaculture.blogspot.com
  • 14. Conditional factor vs Inhalation rate and feed intake @IBNU SAHIDHIR 14 www.artaquaculture.blogspot.com
  • 15. @IBNU SAHIDHIR 15 www.artaquaculture.blogspot.com
  • 16. Inhalation rate Food intake Conditional factor @IBNU SAHIDHIR 16 www.artaquaculture.blogspot.com
  • 17. Discriminant analysis shows that 3 of 4 variables of body performance significantly able to classify Red Tilapia based on their salinity tolerance. Ratio operculum and body length is not significant different to distinguish 3 population but conditional factor, inhalation rate and feed intake show significant different. Conditional factor have negative correlation with inhalation rate and feed intake More tolerant Tilapia to saline water have relatively low conditional factor and high inhalation rate and feed intake. Weak and less strong Tilapia to saline water are correlatively closer than strong Tilapia. @IBNU SAHIDHIR 17 www.artaquaculture.blogspot.com
  • 18. @IBNU SAHIDHIR 18 www.artaquaculture.blogspot.com