SlideShare a Scribd company logo
1 of 20
Generation mean analysis for Turcicum Leaf
       Blight in Ugandan Sorghum

  Mayada M.Beshir, Abdelbagi M. Ali and P. Okori




            3rd RUFORUM Biennial, Uganda
                    September, 2012
Introduction
Justification
Sorghum produces 70 million
metric tons of grain from 50
million ha of land, globally
(FAOSTAT, 2012).

Expansion of acreage in
Africa increased at about
3.6%/yr, although    yields
declined    at    1.0%/yr
(FAOSTAT, 2012).

State Of Food Insecurity in the World concludes that
the number of undernourished people in the world
remains high at close to one billion (FAOSTAT, 2012).
Sorghum is Africa's contribution to the world's top crop
www.greenstone.org




      www.greenstone.org        www.harvestchoice.org/production/bioti
                                             c/mapping
Exserohilum turcicum




Turcicum leaf bligh t (TLB)
Objectives
• To determine the contribution of additive,
dominant and epistatic genetic effects.

• To understand the inheritance of turcicum leaf
blight in sorghum


Hypothesis
• Available sorghum genotypes display variable
resistance against turcicum leaf blight.
Materials & Methods
Study site
Field & Greanhouse of Makerere University
Agricultural Research Institute Kabanyolo
(MUARIK) in Uganda .

Data analysis
Regression analysis and ANOVA using GenStat
Discovery Edition 12 (Steel and Torrie, 1997).

Inoculum preparation
Fungal materials will be isolated from naturally
infected sorghum in Uganda & sorghum grains
(Martin et al., 2011).
Genetic materials
Derived from a cross of MUC007/009 and Epuripuri
and populations included:
  1. Mid parent value of the two parents
  2. BC1F1 (to Epuripuri)
  3. F2
  4. F2:3
  5. F2:4


Experiment designs
 Field : CRD
 Greenhouse : α - lattice   Resistant line to TLB diseases
 Genetic ratios were used to calculate the genetics on
the Turcicum leaf blight inheritance among the
developed populations (Bernardo, 2002).

  Population type   Mean   Additive   Dominance   Epistasis

      BC1F1          1       0.5         0.5        0.25

        F1           1        0           1          0

        F2           1        0          0.5         0

       F2:3          1        0         0.25         0

       F2:4          1        0         0.125        0

  MUC007/009 (R)     1        -1          0          1

   Epuripuri (S)     1        1           0          1
Results
 Generational means of AUDPC, initial and final
severity ratings under the greenhouse conditions.

 Population Type        No of Plants   AUDPC   Initial Severity Final Severity

             BC1F1          34          2.7         0.1              5.3

                   F1       101         2.4         0.1              4.6

                   F2       81          2.2         0.1              4.2

               F2:3         68          2.6         0.2              4.4

               F2:4         62          2.5         0.2              4.7

   MUC007/009 (R)           38          2.5         0.1              4.7

      Epuripuri (S)         36          2.6         0.2              4.9

         LSD≤ 0.05                      0.64        0.41            0.98
Generational means of AUDPC, initial and final severity
ratings under field condition during the first rains of 2010.

    Population Type    AUDPC        Initial Severity   Final Severity

             BC1F1       6.7              0.6               7.8

                 F1      6.7              0.6               6.2

                 F2      8.8              0.6               8.6

               F2:3      7.2              0.4               7.5

               F2:4      8.8              0.4              10.0

   MUC007/009 (R)        4.3              0.3               5.3

      Epuripuri (S)      9.8              0.4               9.9

         LSD≤ 0.05      2.38             0.40              2.86
 Estimates of additive, dominance and epistatic effects
  using generation mean analysis.

                                  Relative AUDPC

                             Greenhouse        Field


             Mean             2.513***        8.59***


        Additive effects      0.043ns         4.14*


       Dominance effects      - 0.097ns       - 2.32ns

           Epistasis          0.060ns         - 3.80*
Outputs
Elite lines with resistance to foliar disease




                                             Line 3


              MUK60
 Line 1

                          Resistant line to TLB diseases
Remaining challenges to sorghum
  breeding for TLB disease resistance

1. Resistance scattered within the genome,
   therefore we need marker assisted
   breeding

2. Phenotyping of the disease is very
   complex due to varied symptoms caused
   by TLB pathogens
Acknowledgement
Indeed, if
  the 20th century has been the
century of wheat, rice, and maize,
the   21 st   could become the century
                 of sorghum
THANK YOU

 FOR YOUR
ATTENTION

More Related Content

What's hot

Heterosis breeding in okra and chilly
Heterosis breeding in okra and chillyHeterosis breeding in okra and chilly
Heterosis breeding in okra and chillyMahammed Faizan
 
Biometrical Techniques in Plant Breeding
Biometrical Techniques in Plant Breeding Biometrical Techniques in Plant Breeding
Biometrical Techniques in Plant Breeding Akshay Deshmukh
 
17. Heterosis breeding
17. Heterosis breeding17. Heterosis breeding
17. Heterosis breedingNaveen Kumar
 
Marker-assisted Selection (MAS) in fruit crops
Marker-assisted Selection (MAS) in fruit cropsMarker-assisted Selection (MAS) in fruit crops
Marker-assisted Selection (MAS) in fruit crops_mk_ saini
 
SPEED BREEDING AND ITS IMPLICATIONS IN CROP IMPROVEMENT
SPEED BREEDING AND ITS IMPLICATIONS IN CROP IMPROVEMENTSPEED BREEDING AND ITS IMPLICATIONS IN CROP IMPROVEMENT
SPEED BREEDING AND ITS IMPLICATIONS IN CROP IMPROVEMENTRonikaThakur
 
Presentation on gca and sca
Presentation on gca and scaPresentation on gca and sca
Presentation on gca and scaShivashish Verma
 
Breeding methods in sugarcane
Breeding methods in sugarcaneBreeding methods in sugarcane
Breeding methods in sugarcaneAnas Bin Madni
 
Participatory Plant Breeding, Biodiversity, Genetic Resources, Gender and Cli...
Participatory Plant Breeding, Biodiversity, Genetic Resources, Gender and Cli...Participatory Plant Breeding, Biodiversity, Genetic Resources, Gender and Cli...
Participatory Plant Breeding, Biodiversity, Genetic Resources, Gender and Cli...CIAT
 
MARKER ASSISTED BACKCROSS BREEDING
MARKER ASSISTED BACKCROSS BREEDINGMARKER ASSISTED BACKCROSS BREEDING
MARKER ASSISTED BACKCROSS BREEDINGsandeshGM
 
Selection system: Biplots and Mapping genotyoe
Selection system: Biplots and Mapping genotyoeSelection system: Biplots and Mapping genotyoe
Selection system: Biplots and Mapping genotyoeAlex Harley
 
Mutation breeding
Mutation breedingMutation breeding
Mutation breedingmutturaj13
 
Germplasm characterization
Germplasm characterizationGermplasm characterization
Germplasm characterizationAjaykumarKarna
 
Definition and historical aspects of heterosis by Devendra kumar
Definition and historical aspects of heterosis by Devendra kumarDefinition and historical aspects of heterosis by Devendra kumar
Definition and historical aspects of heterosis by Devendra kumarDevendraKumar375
 
BREEDING METHODS FOR ASEXUALLY PROPAGATED SPECIES
BREEDING METHODS FOR ASEXUALLY PROPAGATED SPECIES BREEDING METHODS FOR ASEXUALLY PROPAGATED SPECIES
BREEDING METHODS FOR ASEXUALLY PROPAGATED SPECIES Naveen Kumar
 

What's hot (20)

Heterosis breeding in okra and chilly
Heterosis breeding in okra and chillyHeterosis breeding in okra and chilly
Heterosis breeding in okra and chilly
 
Combining ability study
Combining ability study Combining ability study
Combining ability study
 
Biometrical Techniques in Plant Breeding
Biometrical Techniques in Plant Breeding Biometrical Techniques in Plant Breeding
Biometrical Techniques in Plant Breeding
 
17. Heterosis breeding
17. Heterosis breeding17. Heterosis breeding
17. Heterosis breeding
 
Marker-assisted Selection (MAS) in fruit crops
Marker-assisted Selection (MAS) in fruit cropsMarker-assisted Selection (MAS) in fruit crops
Marker-assisted Selection (MAS) in fruit crops
 
Breeding of Maize
Breeding of MaizeBreeding of Maize
Breeding of Maize
 
Magic population
Magic populationMagic population
Magic population
 
Combining ability
Combining abilityCombining ability
Combining ability
 
SPEED BREEDING AND ITS IMPLICATIONS IN CROP IMPROVEMENT
SPEED BREEDING AND ITS IMPLICATIONS IN CROP IMPROVEMENTSPEED BREEDING AND ITS IMPLICATIONS IN CROP IMPROVEMENT
SPEED BREEDING AND ITS IMPLICATIONS IN CROP IMPROVEMENT
 
Presentation on gca and sca
Presentation on gca and scaPresentation on gca and sca
Presentation on gca and sca
 
Breeding methods in sugarcane
Breeding methods in sugarcaneBreeding methods in sugarcane
Breeding methods in sugarcane
 
Participatory Plant Breeding, Biodiversity, Genetic Resources, Gender and Cli...
Participatory Plant Breeding, Biodiversity, Genetic Resources, Gender and Cli...Participatory Plant Breeding, Biodiversity, Genetic Resources, Gender and Cli...
Participatory Plant Breeding, Biodiversity, Genetic Resources, Gender and Cli...
 
MARKER ASSISTED BACKCROSS BREEDING
MARKER ASSISTED BACKCROSS BREEDINGMARKER ASSISTED BACKCROSS BREEDING
MARKER ASSISTED BACKCROSS BREEDING
 
Organellar heterosis
Organellar heterosisOrganellar heterosis
Organellar heterosis
 
Breeding for Insect Resistance
Breeding for Insect ResistanceBreeding for Insect Resistance
Breeding for Insect Resistance
 
Selection system: Biplots and Mapping genotyoe
Selection system: Biplots and Mapping genotyoeSelection system: Biplots and Mapping genotyoe
Selection system: Biplots and Mapping genotyoe
 
Mutation breeding
Mutation breedingMutation breeding
Mutation breeding
 
Germplasm characterization
Germplasm characterizationGermplasm characterization
Germplasm characterization
 
Definition and historical aspects of heterosis by Devendra kumar
Definition and historical aspects of heterosis by Devendra kumarDefinition and historical aspects of heterosis by Devendra kumar
Definition and historical aspects of heterosis by Devendra kumar
 
BREEDING METHODS FOR ASEXUALLY PROPAGATED SPECIES
BREEDING METHODS FOR ASEXUALLY PROPAGATED SPECIES BREEDING METHODS FOR ASEXUALLY PROPAGATED SPECIES
BREEDING METHODS FOR ASEXUALLY PROPAGATED SPECIES
 

Viewers also liked

S2.4. Genetic and Morphological Diversity in Exserohilum Turcicum, Incitant o...
S2.4. Genetic and Morphological Diversity in Exserohilum Turcicum, Incitant o...S2.4. Genetic and Morphological Diversity in Exserohilum Turcicum, Incitant o...
S2.4. Genetic and Morphological Diversity in Exserohilum Turcicum, Incitant o...CIMMYT
 
Diallele selective mating system
Diallele selective mating systemDiallele selective mating system
Diallele selective mating systemDev Hingra
 
Czembor J H Barley Powdery Mildew 8
Czembor J H Barley Powdery Mildew 8Czembor J H Barley Powdery Mildew 8
Czembor J H Barley Powdery Mildew 8Jerzy H. Czembor
 
Wheat Rust Toolbox Related to New Initiatives on Yellow Rust
Wheat Rust Toolbox Related to New Initiatives on Yellow RustWheat Rust Toolbox Related to New Initiatives on Yellow Rust
Wheat Rust Toolbox Related to New Initiatives on Yellow RustICARDA
 
Sources of Stem Rust Resistance in Cultivated and Wild Tetraploids
Sources of Stem Rust Resistance in Cultivated and Wild TetraploidsSources of Stem Rust Resistance in Cultivated and Wild Tetraploids
Sources of Stem Rust Resistance in Cultivated and Wild TetraploidsBorlaug Global Rust Initiative
 
Stats Workshop2010
Stats Workshop2010Stats Workshop2010
Stats Workshop2010anesah
 
Yield losses dou to wheat rusts and powdery
Yield losses dou to wheat rusts and powderyYield losses dou to wheat rusts and powdery
Yield losses dou to wheat rusts and powderyMohamed Abd Elkader
 
Variance component analysis by paravayya c pujeri
Variance component analysis by paravayya c pujeriVariance component analysis by paravayya c pujeri
Variance component analysis by paravayya c pujeriParavayya Pujeri
 
PAG 2015 - Breeding View: Statistical analyses in the Breeding Management Sys...
PAG 2015 - Breeding View: Statistical analyses in the Breeding Management Sys...PAG 2015 - Breeding View: Statistical analyses in the Breeding Management Sys...
PAG 2015 - Breeding View: Statistical analyses in the Breeding Management Sys...Integrated Breeding Platform
 
Status of Wheat Stripe in CWANA: Analysis of Current Outbreaks
Status of Wheat Stripe in CWANA: Analysis of Current OutbreaksStatus of Wheat Stripe in CWANA: Analysis of Current Outbreaks
Status of Wheat Stripe in CWANA: Analysis of Current OutbreaksICARDA
 
Line x tester analysis across locations and years in Sudanese x exotic lines ...
Line x tester analysis across locations and years in Sudanese x exotic lines ...Line x tester analysis across locations and years in Sudanese x exotic lines ...
Line x tester analysis across locations and years in Sudanese x exotic lines ...Maarouf Mohammed
 
Zafer mert i̇zmir 2. strşpe rust
Zafer mert i̇zmir 2. strşpe rustZafer mert i̇zmir 2. strşpe rust
Zafer mert i̇zmir 2. strşpe rustICARDA
 
Early Warning and Mitigation Planning: Epidemiological Models Add Value to Su...
Early Warning and Mitigation Planning: Epidemiological Models Add Value to Su...Early Warning and Mitigation Planning: Epidemiological Models Add Value to Su...
Early Warning and Mitigation Planning: Epidemiological Models Add Value to Su...Borlaug Global Rust Initiative
 
Day 16 october 30th chapter 9 mating systems
Day 16 october 30th chapter 9 mating systemsDay 16 october 30th chapter 9 mating systems
Day 16 october 30th chapter 9 mating systemsAmy Hollingsworth
 

Viewers also liked (20)

S2.4. Genetic and Morphological Diversity in Exserohilum Turcicum, Incitant o...
S2.4. Genetic and Morphological Diversity in Exserohilum Turcicum, Incitant o...S2.4. Genetic and Morphological Diversity in Exserohilum Turcicum, Incitant o...
S2.4. Genetic and Morphological Diversity in Exserohilum Turcicum, Incitant o...
 
Diallele selective mating system
Diallele selective mating systemDiallele selective mating system
Diallele selective mating system
 
Mating designs..
Mating designs..Mating designs..
Mating designs..
 
Czembor J H Barley Powdery Mildew 8
Czembor J H Barley Powdery Mildew 8Czembor J H Barley Powdery Mildew 8
Czembor J H Barley Powdery Mildew 8
 
GRM 2011: The Integrated Breeding Platform tools and services
GRM 2011: The Integrated Breeding Platform tools and servicesGRM 2011: The Integrated Breeding Platform tools and services
GRM 2011: The Integrated Breeding Platform tools and services
 
Nazari yellow rust
Nazari yellow rustNazari yellow rust
Nazari yellow rust
 
GRM 2013: Integrated Breeding Workflow System update -- M Sawkins
GRM 2013: Integrated Breeding Workflow System update -- M SawkinsGRM 2013: Integrated Breeding Workflow System update -- M Sawkins
GRM 2013: Integrated Breeding Workflow System update -- M Sawkins
 
Wheat Rust Toolbox Related to New Initiatives on Yellow Rust
Wheat Rust Toolbox Related to New Initiatives on Yellow RustWheat Rust Toolbox Related to New Initiatives on Yellow Rust
Wheat Rust Toolbox Related to New Initiatives on Yellow Rust
 
V2 PAR PROCESS: GHANA AND BURKINA FASO
V2 PAR PROCESS: GHANA AND BURKINA FASOV2 PAR PROCESS: GHANA AND BURKINA FASO
V2 PAR PROCESS: GHANA AND BURKINA FASO
 
Sources of Stem Rust Resistance in Cultivated and Wild Tetraploids
Sources of Stem Rust Resistance in Cultivated and Wild TetraploidsSources of Stem Rust Resistance in Cultivated and Wild Tetraploids
Sources of Stem Rust Resistance in Cultivated and Wild Tetraploids
 
Stats Workshop2010
Stats Workshop2010Stats Workshop2010
Stats Workshop2010
 
Yield losses dou to wheat rusts and powdery
Yield losses dou to wheat rusts and powderyYield losses dou to wheat rusts and powdery
Yield losses dou to wheat rusts and powdery
 
Variance component analysis by paravayya c pujeri
Variance component analysis by paravayya c pujeriVariance component analysis by paravayya c pujeri
Variance component analysis by paravayya c pujeri
 
Data management, Analysis, and Sharing
Data management, Analysis, and SharingData management, Analysis, and Sharing
Data management, Analysis, and Sharing
 
PAG 2015 - Breeding View: Statistical analyses in the Breeding Management Sys...
PAG 2015 - Breeding View: Statistical analyses in the Breeding Management Sys...PAG 2015 - Breeding View: Statistical analyses in the Breeding Management Sys...
PAG 2015 - Breeding View: Statistical analyses in the Breeding Management Sys...
 
Status of Wheat Stripe in CWANA: Analysis of Current Outbreaks
Status of Wheat Stripe in CWANA: Analysis of Current OutbreaksStatus of Wheat Stripe in CWANA: Analysis of Current Outbreaks
Status of Wheat Stripe in CWANA: Analysis of Current Outbreaks
 
Line x tester analysis across locations and years in Sudanese x exotic lines ...
Line x tester analysis across locations and years in Sudanese x exotic lines ...Line x tester analysis across locations and years in Sudanese x exotic lines ...
Line x tester analysis across locations and years in Sudanese x exotic lines ...
 
Zafer mert i̇zmir 2. strşpe rust
Zafer mert i̇zmir 2. strşpe rustZafer mert i̇zmir 2. strşpe rust
Zafer mert i̇zmir 2. strşpe rust
 
Early Warning and Mitigation Planning: Epidemiological Models Add Value to Su...
Early Warning and Mitigation Planning: Epidemiological Models Add Value to Su...Early Warning and Mitigation Planning: Epidemiological Models Add Value to Su...
Early Warning and Mitigation Planning: Epidemiological Models Add Value to Su...
 
Day 16 october 30th chapter 9 mating systems
Day 16 october 30th chapter 9 mating systemsDay 16 october 30th chapter 9 mating systems
Day 16 october 30th chapter 9 mating systems
 

Similar to Generation mean analysis for Turcicum Leaf Blight in Ugandan Sorghum

27 dheeraj vasu & anita sharma
27 dheeraj vasu & anita sharma27 dheeraj vasu & anita sharma
27 dheeraj vasu & anita sharmaDheeraj Vasu
 
Improving Disease Resistance of Maize in the Developing World
Improving Disease Resistance of Maize in the Developing WorldImproving Disease Resistance of Maize in the Developing World
Improving Disease Resistance of Maize in the Developing Worldsantiagomideros
 
Crop protection multi targeted approach to fruit spotting bug management - ...
Crop protection   multi targeted approach to fruit spotting bug management - ...Crop protection   multi targeted approach to fruit spotting bug management - ...
Crop protection multi targeted approach to fruit spotting bug management - ...MacadamiaSociety
 
GENETIC ANALYSIS OF THE 2013/14 SAT2 FOOT-AND-MOUTH DISEASE (FMD) OUTBREAK IN...
GENETIC ANALYSIS OF THE 2013/14 SAT2 FOOT-AND-MOUTH DISEASE (FMD) OUTBREAK IN...GENETIC ANALYSIS OF THE 2013/14 SAT2 FOOT-AND-MOUTH DISEASE (FMD) OUTBREAK IN...
GENETIC ANALYSIS OF THE 2013/14 SAT2 FOOT-AND-MOUTH DISEASE (FMD) OUTBREAK IN...EuFMD
 
Antagonistic Interactions Among Stripe and Stem Rust Resistance QTLs in Wheat
Antagonistic Interactions Among Stripe and Stem Rust Resistance QTLs in WheatAntagonistic Interactions Among Stripe and Stem Rust Resistance QTLs in Wheat
Antagonistic Interactions Among Stripe and Stem Rust Resistance QTLs in WheatBorlaug Global Rust Initiative
 
The CIMMYT Global Maize Program: Progress and Challenges
The CIMMYT Global Maize Program: Progress and ChallengesThe CIMMYT Global Maize Program: Progress and Challenges
The CIMMYT Global Maize Program: Progress and ChallengesCIMMYT
 
S1.3.Precision phenotyping for improving drought stress tolerant maize in Tha...
S1.3.Precision phenotyping for improving drought stress tolerant maize in Tha...S1.3.Precision phenotyping for improving drought stress tolerant maize in Tha...
S1.3.Precision phenotyping for improving drought stress tolerant maize in Tha...CIMMYT
 
Tadeusz_Praczyk_Prague_June11
Tadeusz_Praczyk_Prague_June11Tadeusz_Praczyk_Prague_June11
Tadeusz_Praczyk_Prague_June11TacTac-RAS
 
Screening of generated partial inbreds for resistance to CBSD in Uganda
Screening of generated partial inbreds for resistance to CBSD in UgandaScreening of generated partial inbreds for resistance to CBSD in Uganda
Screening of generated partial inbreds for resistance to CBSD in Ugandakarln1844
 
Phenotypic variability of drought avoidance shoot and root phenes
Phenotypic variability of drought avoidance shoot and root phenesPhenotypic variability of drought avoidance shoot and root phenes
Phenotypic variability of drought avoidance shoot and root phenesTropical Legumes III
 
Identification of quantitative trait loci for resistance to shoot fly in maize
Identification of quantitative trait loci for resistance to shoot fly in maizeIdentification of quantitative trait loci for resistance to shoot fly in maize
Identification of quantitative trait loci for resistance to shoot fly in maizeCIMMYT
 
Searching via association mapping for novel sources of resistance to Ug99 and...
Searching via association mapping for novel sources of resistance to Ug99 and...Searching via association mapping for novel sources of resistance to Ug99 and...
Searching via association mapping for novel sources of resistance to Ug99 and...CIMMYT
 
GRM 2013: Breeding Drought Tolerance for Rainfed Lowland Rice in the Mekong r...
GRM 2013: Breeding Drought Tolerance for Rainfed Lowland Rice in the Mekong r...GRM 2013: Breeding Drought Tolerance for Rainfed Lowland Rice in the Mekong r...
GRM 2013: Breeding Drought Tolerance for Rainfed Lowland Rice in the Mekong r...CGIAR Generation Challenge Programme
 
Mapping and QTL
Mapping and QTLMapping and QTL
Mapping and QTLFAO
 
International Winter Wheat Improvement Program: breeding strategies and meth...
International Winter Wheat Improvement Program: breeding strategies and meth...International Winter Wheat Improvement Program: breeding strategies and meth...
International Winter Wheat Improvement Program: breeding strategies and meth...ICARDA
 
Sess06 3 breeding sweetpotato for high beta carotene, dry matter content and...
Sess06 3 breeding sweetpotato for high beta carotene, dry matter content and...Sess06 3 breeding sweetpotato for high beta carotene, dry matter content and...
Sess06 3 breeding sweetpotato for high beta carotene, dry matter content and...African Potato Association (APA)
 
Gabriele DONO "Economic assessment of the impact of uncertainty associated wi...
Gabriele DONO "Economic assessment of the impact of uncertainty associated wi...Gabriele DONO "Economic assessment of the impact of uncertainty associated wi...
Gabriele DONO "Economic assessment of the impact of uncertainty associated wi...Global Risk Forum GRFDavos
 

Similar to Generation mean analysis for Turcicum Leaf Blight in Ugandan Sorghum (20)

27 dheeraj vasu & anita sharma
27 dheeraj vasu & anita sharma27 dheeraj vasu & anita sharma
27 dheeraj vasu & anita sharma
 
Improving Disease Resistance of Maize in the Developing World
Improving Disease Resistance of Maize in the Developing WorldImproving Disease Resistance of Maize in the Developing World
Improving Disease Resistance of Maize in the Developing World
 
Crop protection multi targeted approach to fruit spotting bug management - ...
Crop protection   multi targeted approach to fruit spotting bug management - ...Crop protection   multi targeted approach to fruit spotting bug management - ...
Crop protection multi targeted approach to fruit spotting bug management - ...
 
GENETIC ANALYSIS OF THE 2013/14 SAT2 FOOT-AND-MOUTH DISEASE (FMD) OUTBREAK IN...
GENETIC ANALYSIS OF THE 2013/14 SAT2 FOOT-AND-MOUTH DISEASE (FMD) OUTBREAK IN...GENETIC ANALYSIS OF THE 2013/14 SAT2 FOOT-AND-MOUTH DISEASE (FMD) OUTBREAK IN...
GENETIC ANALYSIS OF THE 2013/14 SAT2 FOOT-AND-MOUTH DISEASE (FMD) OUTBREAK IN...
 
Antagonistic Interactions Among Stripe and Stem Rust Resistance QTLs in Wheat
Antagonistic Interactions Among Stripe and Stem Rust Resistance QTLs in WheatAntagonistic Interactions Among Stripe and Stem Rust Resistance QTLs in Wheat
Antagonistic Interactions Among Stripe and Stem Rust Resistance QTLs in Wheat
 
The CIMMYT Global Maize Program: Progress and Challenges
The CIMMYT Global Maize Program: Progress and ChallengesThe CIMMYT Global Maize Program: Progress and Challenges
The CIMMYT Global Maize Program: Progress and Challenges
 
S1.3.Precision phenotyping for improving drought stress tolerant maize in Tha...
S1.3.Precision phenotyping for improving drought stress tolerant maize in Tha...S1.3.Precision phenotyping for improving drought stress tolerant maize in Tha...
S1.3.Precision phenotyping for improving drought stress tolerant maize in Tha...
 
Tadeusz_Praczyk_Prague_June11
Tadeusz_Praczyk_Prague_June11Tadeusz_Praczyk_Prague_June11
Tadeusz_Praczyk_Prague_June11
 
Screening of generated partial inbreds for resistance to CBSD in Uganda
Screening of generated partial inbreds for resistance to CBSD in UgandaScreening of generated partial inbreds for resistance to CBSD in Uganda
Screening of generated partial inbreds for resistance to CBSD in Uganda
 
Phenotypic variability of drought avoidance shoot and root phenes
Phenotypic variability of drought avoidance shoot and root phenesPhenotypic variability of drought avoidance shoot and root phenes
Phenotypic variability of drought avoidance shoot and root phenes
 
Identification of quantitative trait loci for resistance to shoot fly in maize
Identification of quantitative trait loci for resistance to shoot fly in maizeIdentification of quantitative trait loci for resistance to shoot fly in maize
Identification of quantitative trait loci for resistance to shoot fly in maize
 
Searching via association mapping for novel sources of resistance to Ug99 and...
Searching via association mapping for novel sources of resistance to Ug99 and...Searching via association mapping for novel sources of resistance to Ug99 and...
Searching via association mapping for novel sources of resistance to Ug99 and...
 
Biofortified Sweetpotato
Biofortified SweetpotatoBiofortified Sweetpotato
Biofortified Sweetpotato
 
GRM 2013: Breeding Drought Tolerance for Rainfed Lowland Rice in the Mekong r...
GRM 2013: Breeding Drought Tolerance for Rainfed Lowland Rice in the Mekong r...GRM 2013: Breeding Drought Tolerance for Rainfed Lowland Rice in the Mekong r...
GRM 2013: Breeding Drought Tolerance for Rainfed Lowland Rice in the Mekong r...
 
Mapping and QTL
Mapping and QTLMapping and QTL
Mapping and QTL
 
International Winter Wheat Improvement Program: breeding strategies and meth...
International Winter Wheat Improvement Program: breeding strategies and meth...International Winter Wheat Improvement Program: breeding strategies and meth...
International Winter Wheat Improvement Program: breeding strategies and meth...
 
ADVANCES IN BREEDING FOR YVMV RESISTANCE IN OKRA
ADVANCES IN BREEDING FOR YVMV RESISTANCE IN OKRAADVANCES IN BREEDING FOR YVMV RESISTANCE IN OKRA
ADVANCES IN BREEDING FOR YVMV RESISTANCE IN OKRA
 
Breeding for Vitamin A Cassava: Current Status
Breeding for Vitamin A Cassava: Current StatusBreeding for Vitamin A Cassava: Current Status
Breeding for Vitamin A Cassava: Current Status
 
Sess06 3 breeding sweetpotato for high beta carotene, dry matter content and...
Sess06 3 breeding sweetpotato for high beta carotene, dry matter content and...Sess06 3 breeding sweetpotato for high beta carotene, dry matter content and...
Sess06 3 breeding sweetpotato for high beta carotene, dry matter content and...
 
Gabriele DONO "Economic assessment of the impact of uncertainty associated wi...
Gabriele DONO "Economic assessment of the impact of uncertainty associated wi...Gabriele DONO "Economic assessment of the impact of uncertainty associated wi...
Gabriele DONO "Economic assessment of the impact of uncertainty associated wi...
 

More from RUFORUM

Prof dev needs
Prof dev needsProf dev needs
Prof dev needsRUFORUM
 
The Case for Capacity Building: Towards Agricultural Development in Africa
The Case for Capacity Building: Towards Agricultural Development in AfricaThe Case for Capacity Building: Towards Agricultural Development in Africa
The Case for Capacity Building: Towards Agricultural Development in AfricaRUFORUM
 
Higher Education Regional Initiatives and experiences in sub-Saharan Africa
Higher Education Regional Initiatives and experiences in sub-Saharan Africa Higher Education Regional Initiatives and experiences in sub-Saharan Africa
Higher Education Regional Initiatives and experiences in sub-Saharan Africa RUFORUM
 
Quality Assurance Mechanism and Credit Accumulation and Transfer System
Quality Assurance Mechanism and Credit Accumulation and Transfer SystemQuality Assurance Mechanism and Credit Accumulation and Transfer System
Quality Assurance Mechanism and Credit Accumulation and Transfer SystemRUFORUM
 
M&E for Learning & Performance Management: Updates, Initiatives, Institutiona...
M&E for Learning & Performance Management: Updates, Initiatives, Institutiona...M&E for Learning & Performance Management: Updates, Initiatives, Institutiona...
M&E for Learning & Performance Management: Updates, Initiatives, Institutiona...RUFORUM
 
Peste des Petits Ruminants (PPR) outbreak in southern, Tanzania
Peste des Petits Ruminants (PPR) outbreak in southern, TanzaniaPeste des Petits Ruminants (PPR) outbreak in southern, Tanzania
Peste des Petits Ruminants (PPR) outbreak in southern, TanzaniaRUFORUM
 
Agricultural research in Sub-Saharan Africa: Trends, challenges and ways of m...
Agricultural research in Sub-Saharan Africa: Trends, challenges and ways of m...Agricultural research in Sub-Saharan Africa: Trends, challenges and ways of m...
Agricultural research in Sub-Saharan Africa: Trends, challenges and ways of m...RUFORUM
 
Rural Energy Development and Education of China
Rural Energy Development and Education of ChinaRural Energy Development and Education of China
Rural Energy Development and Education of ChinaRUFORUM
 
Assessment of the invasive fruit fly, Bactrocera invadens (Diptera: Tethritid...
Assessment of the invasive fruit fly, Bactrocera invadens (Diptera: Tethritid...Assessment of the invasive fruit fly, Bactrocera invadens (Diptera: Tethritid...
Assessment of the invasive fruit fly, Bactrocera invadens (Diptera: Tethritid...RUFORUM
 
Livestock Production and Improvement in India: Problems and Opportunities in ...
Livestock Production and Improvement in India: Problems and Opportunities in ...Livestock Production and Improvement in India: Problems and Opportunities in ...
Livestock Production and Improvement in India: Problems and Opportunities in ...RUFORUM
 
AN ASSESSMENT OF ECONOMIC AND SOCIO-ECONOMIC FACTORS AFFECTING THE DEMAND FOR...
AN ASSESSMENT OF ECONOMIC AND SOCIO-ECONOMIC FACTORS AFFECTING THE DEMAND FOR...AN ASSESSMENT OF ECONOMIC AND SOCIO-ECONOMIC FACTORS AFFECTING THE DEMAND FOR...
AN ASSESSMENT OF ECONOMIC AND SOCIO-ECONOMIC FACTORS AFFECTING THE DEMAND FOR...RUFORUM
 
Control of Newcastle disease in villages poultry using thermostable ND vacc...
Control of Newcastle disease in  villages poultry using  thermostable ND vacc...Control of Newcastle disease in  villages poultry using  thermostable ND vacc...
Control of Newcastle disease in villages poultry using thermostable ND vacc...RUFORUM
 
Recap and Profile of Day 5_ Biennial Conference 2012
Recap and Profile of Day 5_ Biennial Conference 2012Recap and Profile of Day 5_ Biennial Conference 2012
Recap and Profile of Day 5_ Biennial Conference 2012RUFORUM
 
Epidemiology of Epizootic Ulcerative Syndrome (EUS) in the Zambezi River System
Epidemiology of Epizootic Ulcerative Syndrome (EUS) in the Zambezi River SystemEpidemiology of Epizootic Ulcerative Syndrome (EUS) in the Zambezi River System
Epidemiology of Epizootic Ulcerative Syndrome (EUS) in the Zambezi River SystemRUFORUM
 
EMERGING TRENDS and SCENARIOS for AFRICAN AGRICULTURE
EMERGING TRENDS and SCENARIOS for AFRICAN AGRICULTUREEMERGING TRENDS and SCENARIOS for AFRICAN AGRICULTURE
EMERGING TRENDS and SCENARIOS for AFRICAN AGRICULTURERUFORUM
 
Observations on the feeding habits of Clarias liocephalus in wetlands of West...
Observations on the feeding habits of Clarias liocephalus in wetlands of West...Observations on the feeding habits of Clarias liocephalus in wetlands of West...
Observations on the feeding habits of Clarias liocephalus in wetlands of West...RUFORUM
 
East and Central Africa: The next 20-50 years: Key trends and challenges
East and Central Africa: The next 20-50 years:Key trends and challengesEast and Central Africa: The next 20-50 years:Key trends and challenges
East and Central Africa: The next 20-50 years: Key trends and challengesRUFORUM
 
FISH DIVERSITY OF TWO MAJOR INLET RIVERS OF LAKE MALAWI: SPATIAL AND TEMPORAL...
FISH DIVERSITY OF TWO MAJOR INLET RIVERS OF LAKE MALAWI: SPATIAL AND TEMPORAL...FISH DIVERSITY OF TWO MAJOR INLET RIVERS OF LAKE MALAWI: SPATIAL AND TEMPORAL...
FISH DIVERSITY OF TWO MAJOR INLET RIVERS OF LAKE MALAWI: SPATIAL AND TEMPORAL...RUFORUM
 
Participatory Development and Validation of culture models of integrating fis...
Participatory Development and Validation of culture models of integrating fis...Participatory Development and Validation of culture models of integrating fis...
Participatory Development and Validation of culture models of integrating fis...RUFORUM
 
CLIMATE CHANGE IMPLICATIONS ON FOOD AND AGRICUTURE IN AFRICA
CLIMATE CHANGE IMPLICATIONS ON FOOD AND AGRICUTURE IN AFRICACLIMATE CHANGE IMPLICATIONS ON FOOD AND AGRICUTURE IN AFRICA
CLIMATE CHANGE IMPLICATIONS ON FOOD AND AGRICUTURE IN AFRICARUFORUM
 

More from RUFORUM (20)

Prof dev needs
Prof dev needsProf dev needs
Prof dev needs
 
The Case for Capacity Building: Towards Agricultural Development in Africa
The Case for Capacity Building: Towards Agricultural Development in AfricaThe Case for Capacity Building: Towards Agricultural Development in Africa
The Case for Capacity Building: Towards Agricultural Development in Africa
 
Higher Education Regional Initiatives and experiences in sub-Saharan Africa
Higher Education Regional Initiatives and experiences in sub-Saharan Africa Higher Education Regional Initiatives and experiences in sub-Saharan Africa
Higher Education Regional Initiatives and experiences in sub-Saharan Africa
 
Quality Assurance Mechanism and Credit Accumulation and Transfer System
Quality Assurance Mechanism and Credit Accumulation and Transfer SystemQuality Assurance Mechanism and Credit Accumulation and Transfer System
Quality Assurance Mechanism and Credit Accumulation and Transfer System
 
M&E for Learning & Performance Management: Updates, Initiatives, Institutiona...
M&E for Learning & Performance Management: Updates, Initiatives, Institutiona...M&E for Learning & Performance Management: Updates, Initiatives, Institutiona...
M&E for Learning & Performance Management: Updates, Initiatives, Institutiona...
 
Peste des Petits Ruminants (PPR) outbreak in southern, Tanzania
Peste des Petits Ruminants (PPR) outbreak in southern, TanzaniaPeste des Petits Ruminants (PPR) outbreak in southern, Tanzania
Peste des Petits Ruminants (PPR) outbreak in southern, Tanzania
 
Agricultural research in Sub-Saharan Africa: Trends, challenges and ways of m...
Agricultural research in Sub-Saharan Africa: Trends, challenges and ways of m...Agricultural research in Sub-Saharan Africa: Trends, challenges and ways of m...
Agricultural research in Sub-Saharan Africa: Trends, challenges and ways of m...
 
Rural Energy Development and Education of China
Rural Energy Development and Education of ChinaRural Energy Development and Education of China
Rural Energy Development and Education of China
 
Assessment of the invasive fruit fly, Bactrocera invadens (Diptera: Tethritid...
Assessment of the invasive fruit fly, Bactrocera invadens (Diptera: Tethritid...Assessment of the invasive fruit fly, Bactrocera invadens (Diptera: Tethritid...
Assessment of the invasive fruit fly, Bactrocera invadens (Diptera: Tethritid...
 
Livestock Production and Improvement in India: Problems and Opportunities in ...
Livestock Production and Improvement in India: Problems and Opportunities in ...Livestock Production and Improvement in India: Problems and Opportunities in ...
Livestock Production and Improvement in India: Problems and Opportunities in ...
 
AN ASSESSMENT OF ECONOMIC AND SOCIO-ECONOMIC FACTORS AFFECTING THE DEMAND FOR...
AN ASSESSMENT OF ECONOMIC AND SOCIO-ECONOMIC FACTORS AFFECTING THE DEMAND FOR...AN ASSESSMENT OF ECONOMIC AND SOCIO-ECONOMIC FACTORS AFFECTING THE DEMAND FOR...
AN ASSESSMENT OF ECONOMIC AND SOCIO-ECONOMIC FACTORS AFFECTING THE DEMAND FOR...
 
Control of Newcastle disease in villages poultry using thermostable ND vacc...
Control of Newcastle disease in  villages poultry using  thermostable ND vacc...Control of Newcastle disease in  villages poultry using  thermostable ND vacc...
Control of Newcastle disease in villages poultry using thermostable ND vacc...
 
Recap and Profile of Day 5_ Biennial Conference 2012
Recap and Profile of Day 5_ Biennial Conference 2012Recap and Profile of Day 5_ Biennial Conference 2012
Recap and Profile of Day 5_ Biennial Conference 2012
 
Epidemiology of Epizootic Ulcerative Syndrome (EUS) in the Zambezi River System
Epidemiology of Epizootic Ulcerative Syndrome (EUS) in the Zambezi River SystemEpidemiology of Epizootic Ulcerative Syndrome (EUS) in the Zambezi River System
Epidemiology of Epizootic Ulcerative Syndrome (EUS) in the Zambezi River System
 
EMERGING TRENDS and SCENARIOS for AFRICAN AGRICULTURE
EMERGING TRENDS and SCENARIOS for AFRICAN AGRICULTUREEMERGING TRENDS and SCENARIOS for AFRICAN AGRICULTURE
EMERGING TRENDS and SCENARIOS for AFRICAN AGRICULTURE
 
Observations on the feeding habits of Clarias liocephalus in wetlands of West...
Observations on the feeding habits of Clarias liocephalus in wetlands of West...Observations on the feeding habits of Clarias liocephalus in wetlands of West...
Observations on the feeding habits of Clarias liocephalus in wetlands of West...
 
East and Central Africa: The next 20-50 years: Key trends and challenges
East and Central Africa: The next 20-50 years:Key trends and challengesEast and Central Africa: The next 20-50 years:Key trends and challenges
East and Central Africa: The next 20-50 years: Key trends and challenges
 
FISH DIVERSITY OF TWO MAJOR INLET RIVERS OF LAKE MALAWI: SPATIAL AND TEMPORAL...
FISH DIVERSITY OF TWO MAJOR INLET RIVERS OF LAKE MALAWI: SPATIAL AND TEMPORAL...FISH DIVERSITY OF TWO MAJOR INLET RIVERS OF LAKE MALAWI: SPATIAL AND TEMPORAL...
FISH DIVERSITY OF TWO MAJOR INLET RIVERS OF LAKE MALAWI: SPATIAL AND TEMPORAL...
 
Participatory Development and Validation of culture models of integrating fis...
Participatory Development and Validation of culture models of integrating fis...Participatory Development and Validation of culture models of integrating fis...
Participatory Development and Validation of culture models of integrating fis...
 
CLIMATE CHANGE IMPLICATIONS ON FOOD AND AGRICUTURE IN AFRICA
CLIMATE CHANGE IMPLICATIONS ON FOOD AND AGRICUTURE IN AFRICACLIMATE CHANGE IMPLICATIONS ON FOOD AND AGRICUTURE IN AFRICA
CLIMATE CHANGE IMPLICATIONS ON FOOD AND AGRICUTURE IN AFRICA
 

Recently uploaded

THEORIES OF ORGANIZATION-PUBLIC ADMINISTRATION
THEORIES OF ORGANIZATION-PUBLIC ADMINISTRATIONTHEORIES OF ORGANIZATION-PUBLIC ADMINISTRATION
THEORIES OF ORGANIZATION-PUBLIC ADMINISTRATIONHumphrey A Beña
 
Like-prefer-love -hate+verb+ing & silent letters & citizenship text.pdf
Like-prefer-love -hate+verb+ing & silent letters & citizenship text.pdfLike-prefer-love -hate+verb+ing & silent letters & citizenship text.pdf
Like-prefer-love -hate+verb+ing & silent letters & citizenship text.pdfMr Bounab Samir
 
Visit to a blind student's school🧑‍🦯🧑‍🦯(community medicine)
Visit to a blind student's school🧑‍🦯🧑‍🦯(community medicine)Visit to a blind student's school🧑‍🦯🧑‍🦯(community medicine)
Visit to a blind student's school🧑‍🦯🧑‍🦯(community medicine)lakshayb543
 
How to do quick user assign in kanban in Odoo 17 ERP
How to do quick user assign in kanban in Odoo 17 ERPHow to do quick user assign in kanban in Odoo 17 ERP
How to do quick user assign in kanban in Odoo 17 ERPCeline George
 
Influencing policy (training slides from Fast Track Impact)
Influencing policy (training slides from Fast Track Impact)Influencing policy (training slides from Fast Track Impact)
Influencing policy (training slides from Fast Track Impact)Mark Reed
 
Judging the Relevance and worth of ideas part 2.pptx
Judging the Relevance  and worth of ideas part 2.pptxJudging the Relevance  and worth of ideas part 2.pptx
Judging the Relevance and worth of ideas part 2.pptxSherlyMaeNeri
 
USPS® Forced Meter Migration - How to Know if Your Postage Meter Will Soon be...
USPS® Forced Meter Migration - How to Know if Your Postage Meter Will Soon be...USPS® Forced Meter Migration - How to Know if Your Postage Meter Will Soon be...
USPS® Forced Meter Migration - How to Know if Your Postage Meter Will Soon be...Postal Advocate Inc.
 
Field Attribute Index Feature in Odoo 17
Field Attribute Index Feature in Odoo 17Field Attribute Index Feature in Odoo 17
Field Attribute Index Feature in Odoo 17Celine George
 
ACC 2024 Chronicles. Cardiology. Exam.pdf
ACC 2024 Chronicles. Cardiology. Exam.pdfACC 2024 Chronicles. Cardiology. Exam.pdf
ACC 2024 Chronicles. Cardiology. Exam.pdfSpandanaRallapalli
 
How to Add Barcode on PDF Report in Odoo 17
How to Add Barcode on PDF Report in Odoo 17How to Add Barcode on PDF Report in Odoo 17
How to Add Barcode on PDF Report in Odoo 17Celine George
 
Science 7 Quarter 4 Module 2: Natural Resources.pptx
Science 7 Quarter 4 Module 2: Natural Resources.pptxScience 7 Quarter 4 Module 2: Natural Resources.pptx
Science 7 Quarter 4 Module 2: Natural Resources.pptxMaryGraceBautista27
 
Full Stack Web Development Course for Beginners
Full Stack Web Development Course  for BeginnersFull Stack Web Development Course  for Beginners
Full Stack Web Development Course for BeginnersSabitha Banu
 
call girls in Kamla Market (DELHI) 🔝 >༒9953330565🔝 genuine Escort Service 🔝✔️✔️
call girls in Kamla Market (DELHI) 🔝 >༒9953330565🔝 genuine Escort Service 🔝✔️✔️call girls in Kamla Market (DELHI) 🔝 >༒9953330565🔝 genuine Escort Service 🔝✔️✔️
call girls in Kamla Market (DELHI) 🔝 >༒9953330565🔝 genuine Escort Service 🔝✔️✔️9953056974 Low Rate Call Girls In Saket, Delhi NCR
 
Procuring digital preservation CAN be quick and painless with our new dynamic...
Procuring digital preservation CAN be quick and painless with our new dynamic...Procuring digital preservation CAN be quick and painless with our new dynamic...
Procuring digital preservation CAN be quick and painless with our new dynamic...Jisc
 
Q4 English4 Week3 PPT Melcnmg-based.pptx
Q4 English4 Week3 PPT Melcnmg-based.pptxQ4 English4 Week3 PPT Melcnmg-based.pptx
Q4 English4 Week3 PPT Melcnmg-based.pptxnelietumpap1
 
ENGLISH6-Q4-W3.pptxqurter our high choom
ENGLISH6-Q4-W3.pptxqurter our high choomENGLISH6-Q4-W3.pptxqurter our high choom
ENGLISH6-Q4-W3.pptxqurter our high choomnelietumpap1
 

Recently uploaded (20)

YOUVE_GOT_EMAIL_PRELIMS_EL_DORADO_2024.pptx
YOUVE_GOT_EMAIL_PRELIMS_EL_DORADO_2024.pptxYOUVE_GOT_EMAIL_PRELIMS_EL_DORADO_2024.pptx
YOUVE_GOT_EMAIL_PRELIMS_EL_DORADO_2024.pptx
 
THEORIES OF ORGANIZATION-PUBLIC ADMINISTRATION
THEORIES OF ORGANIZATION-PUBLIC ADMINISTRATIONTHEORIES OF ORGANIZATION-PUBLIC ADMINISTRATION
THEORIES OF ORGANIZATION-PUBLIC ADMINISTRATION
 
Like-prefer-love -hate+verb+ing & silent letters & citizenship text.pdf
Like-prefer-love -hate+verb+ing & silent letters & citizenship text.pdfLike-prefer-love -hate+verb+ing & silent letters & citizenship text.pdf
Like-prefer-love -hate+verb+ing & silent letters & citizenship text.pdf
 
Visit to a blind student's school🧑‍🦯🧑‍🦯(community medicine)
Visit to a blind student's school🧑‍🦯🧑‍🦯(community medicine)Visit to a blind student's school🧑‍🦯🧑‍🦯(community medicine)
Visit to a blind student's school🧑‍🦯🧑‍🦯(community medicine)
 
How to do quick user assign in kanban in Odoo 17 ERP
How to do quick user assign in kanban in Odoo 17 ERPHow to do quick user assign in kanban in Odoo 17 ERP
How to do quick user assign in kanban in Odoo 17 ERP
 
YOUVE GOT EMAIL_FINALS_EL_DORADO_2024.pptx
YOUVE GOT EMAIL_FINALS_EL_DORADO_2024.pptxYOUVE GOT EMAIL_FINALS_EL_DORADO_2024.pptx
YOUVE GOT EMAIL_FINALS_EL_DORADO_2024.pptx
 
Influencing policy (training slides from Fast Track Impact)
Influencing policy (training slides from Fast Track Impact)Influencing policy (training slides from Fast Track Impact)
Influencing policy (training slides from Fast Track Impact)
 
Judging the Relevance and worth of ideas part 2.pptx
Judging the Relevance  and worth of ideas part 2.pptxJudging the Relevance  and worth of ideas part 2.pptx
Judging the Relevance and worth of ideas part 2.pptx
 
USPS® Forced Meter Migration - How to Know if Your Postage Meter Will Soon be...
USPS® Forced Meter Migration - How to Know if Your Postage Meter Will Soon be...USPS® Forced Meter Migration - How to Know if Your Postage Meter Will Soon be...
USPS® Forced Meter Migration - How to Know if Your Postage Meter Will Soon be...
 
TataKelola dan KamSiber Kecerdasan Buatan v022.pdf
TataKelola dan KamSiber Kecerdasan Buatan v022.pdfTataKelola dan KamSiber Kecerdasan Buatan v022.pdf
TataKelola dan KamSiber Kecerdasan Buatan v022.pdf
 
Field Attribute Index Feature in Odoo 17
Field Attribute Index Feature in Odoo 17Field Attribute Index Feature in Odoo 17
Field Attribute Index Feature in Odoo 17
 
ACC 2024 Chronicles. Cardiology. Exam.pdf
ACC 2024 Chronicles. Cardiology. Exam.pdfACC 2024 Chronicles. Cardiology. Exam.pdf
ACC 2024 Chronicles. Cardiology. Exam.pdf
 
How to Add Barcode on PDF Report in Odoo 17
How to Add Barcode on PDF Report in Odoo 17How to Add Barcode on PDF Report in Odoo 17
How to Add Barcode on PDF Report in Odoo 17
 
Science 7 Quarter 4 Module 2: Natural Resources.pptx
Science 7 Quarter 4 Module 2: Natural Resources.pptxScience 7 Quarter 4 Module 2: Natural Resources.pptx
Science 7 Quarter 4 Module 2: Natural Resources.pptx
 
Full Stack Web Development Course for Beginners
Full Stack Web Development Course  for BeginnersFull Stack Web Development Course  for Beginners
Full Stack Web Development Course for Beginners
 
call girls in Kamla Market (DELHI) 🔝 >༒9953330565🔝 genuine Escort Service 🔝✔️✔️
call girls in Kamla Market (DELHI) 🔝 >༒9953330565🔝 genuine Escort Service 🔝✔️✔️call girls in Kamla Market (DELHI) 🔝 >༒9953330565🔝 genuine Escort Service 🔝✔️✔️
call girls in Kamla Market (DELHI) 🔝 >༒9953330565🔝 genuine Escort Service 🔝✔️✔️
 
Procuring digital preservation CAN be quick and painless with our new dynamic...
Procuring digital preservation CAN be quick and painless with our new dynamic...Procuring digital preservation CAN be quick and painless with our new dynamic...
Procuring digital preservation CAN be quick and painless with our new dynamic...
 
Q4 English4 Week3 PPT Melcnmg-based.pptx
Q4 English4 Week3 PPT Melcnmg-based.pptxQ4 English4 Week3 PPT Melcnmg-based.pptx
Q4 English4 Week3 PPT Melcnmg-based.pptx
 
FINALS_OF_LEFT_ON_C'N_EL_DORADO_2024.pptx
FINALS_OF_LEFT_ON_C'N_EL_DORADO_2024.pptxFINALS_OF_LEFT_ON_C'N_EL_DORADO_2024.pptx
FINALS_OF_LEFT_ON_C'N_EL_DORADO_2024.pptx
 
ENGLISH6-Q4-W3.pptxqurter our high choom
ENGLISH6-Q4-W3.pptxqurter our high choomENGLISH6-Q4-W3.pptxqurter our high choom
ENGLISH6-Q4-W3.pptxqurter our high choom
 

Generation mean analysis for Turcicum Leaf Blight in Ugandan Sorghum

  • 1. Generation mean analysis for Turcicum Leaf Blight in Ugandan Sorghum Mayada M.Beshir, Abdelbagi M. Ali and P. Okori 3rd RUFORUM Biennial, Uganda September, 2012
  • 3. Justification Sorghum produces 70 million metric tons of grain from 50 million ha of land, globally (FAOSTAT, 2012). Expansion of acreage in Africa increased at about 3.6%/yr, although yields declined at 1.0%/yr (FAOSTAT, 2012). State Of Food Insecurity in the World concludes that the number of undernourished people in the world remains high at close to one billion (FAOSTAT, 2012).
  • 4. Sorghum is Africa's contribution to the world's top crop www.greenstone.org www.greenstone.org www.harvestchoice.org/production/bioti c/mapping
  • 6. Objectives • To determine the contribution of additive, dominant and epistatic genetic effects. • To understand the inheritance of turcicum leaf blight in sorghum Hypothesis • Available sorghum genotypes display variable resistance against turcicum leaf blight.
  • 8. Study site Field & Greanhouse of Makerere University Agricultural Research Institute Kabanyolo (MUARIK) in Uganda . Data analysis Regression analysis and ANOVA using GenStat Discovery Edition 12 (Steel and Torrie, 1997). Inoculum preparation Fungal materials will be isolated from naturally infected sorghum in Uganda & sorghum grains (Martin et al., 2011).
  • 9. Genetic materials Derived from a cross of MUC007/009 and Epuripuri and populations included: 1. Mid parent value of the two parents 2. BC1F1 (to Epuripuri) 3. F2 4. F2:3 5. F2:4 Experiment designs  Field : CRD  Greenhouse : α - lattice Resistant line to TLB diseases
  • 10.  Genetic ratios were used to calculate the genetics on the Turcicum leaf blight inheritance among the developed populations (Bernardo, 2002). Population type Mean Additive Dominance Epistasis BC1F1 1 0.5 0.5 0.25 F1 1 0 1 0 F2 1 0 0.5 0 F2:3 1 0 0.25 0 F2:4 1 0 0.125 0 MUC007/009 (R) 1 -1 0 1 Epuripuri (S) 1 1 0 1
  • 12.  Generational means of AUDPC, initial and final severity ratings under the greenhouse conditions. Population Type No of Plants AUDPC Initial Severity Final Severity BC1F1 34 2.7 0.1 5.3 F1 101 2.4 0.1 4.6 F2 81 2.2 0.1 4.2 F2:3 68 2.6 0.2 4.4 F2:4 62 2.5 0.2 4.7 MUC007/009 (R) 38 2.5 0.1 4.7 Epuripuri (S) 36 2.6 0.2 4.9 LSD≤ 0.05 0.64 0.41 0.98
  • 13. Generational means of AUDPC, initial and final severity ratings under field condition during the first rains of 2010. Population Type AUDPC Initial Severity Final Severity BC1F1 6.7 0.6 7.8 F1 6.7 0.6 6.2 F2 8.8 0.6 8.6 F2:3 7.2 0.4 7.5 F2:4 8.8 0.4 10.0 MUC007/009 (R) 4.3 0.3 5.3 Epuripuri (S) 9.8 0.4 9.9 LSD≤ 0.05 2.38 0.40 2.86
  • 14.  Estimates of additive, dominance and epistatic effects using generation mean analysis. Relative AUDPC Greenhouse Field Mean 2.513*** 8.59*** Additive effects 0.043ns 4.14* Dominance effects - 0.097ns - 2.32ns Epistasis 0.060ns - 3.80*
  • 16. Elite lines with resistance to foliar disease Line 3 MUK60 Line 1 Resistant line to TLB diseases
  • 17. Remaining challenges to sorghum breeding for TLB disease resistance 1. Resistance scattered within the genome, therefore we need marker assisted breeding 2. Phenotyping of the disease is very complex due to varied symptoms caused by TLB pathogens
  • 19. Indeed, if the 20th century has been the century of wheat, rice, and maize, the 21 st could become the century of sorghum
  • 20. THANK YOU FOR YOUR ATTENTION

Editor's Notes

  1. Africa produces 30% of sorghum grains from 60% land