• Tidak ada hasil yang ditemukan

CHAPTER 5: EVALUATION OF F 1 CASSAVA PROGENY PERFORMANCE FOR

5.4 Discussion

5.3.8 Agronomic related trait correlations

A positive, significant (P<0.001) correlation was observed between plant height and branch height (Table 5.13). Similarly a positive significant (P<0.001) correlation was observed between fresh root yield and root dry matter content. Plant height and root dry matter content were weakly and positively correlated. The fresh root yield was also significantly (P<0.001) and positively correlated with plant height. There was weak correlation between fresh root yield and harvest index. Similarly, there was weak correlation was observed between harvest index and root dry matter content.

Table 5.12: Correlation coefficients for agronomic related traits on 800 genotype of a seedling evaluation trial, 2011

BH -

RDMC -0.048 -

HI 0.038 -0.012 -

LR -0.037 -0.0013 0.0009 -

FRY 0.0059 0.37*** 0.051 0.023 -

PH 0.21*** 0.086* 0.0078 -0.058 0.16*** -

BH RDMC HI LR FRY PH

BH (branching height, cm); RDMC (root dry matter content); HI (harvest index); LR (leaf retention); FRY (fresh root yield, kg plant-1); PH (plant height, cm)*, *** significant at P<0.05, P<0.001, two-sided test of correlations different from zero

temperature fluctuations (Ellis and Roberts, 1979). Temperatures were kept constant at 36oC and relative humidity at 80%. High temperatures (35oC) have been reported to enhance seed germination (Pujol et al., 2002). Ellis and Roberts (1979) observed high germination rates at constant temperature of 35oC.

Tall plants are required by the farmers (Chapter 2) as they are able to obtain more cuttings for planting. Noteworthy is that some plants had reduced growth points (Figure 5.4); however, it was not possible in this study to determine whether the cause was genetic or environmental.

Significant variation in leaf retention was observed among the crosses. Although, leaf longevity has been reported to contribute to high yields (El-Sharkawy, 2003), there was no correlation between leaf retention and fresh root yield in this study. Some clones within families retained most of their leaves at seedling stage. Lenis et al. (2006) has suggested selecting for stay green trait as an alternative to harvest index; however, in this study it was not possible to select for stay green as irrigation might have caused the plants to retain leaves longer.

Fresh root yield varied significantly across families. In some crosses the root yield was low and some clones were without storage roots. The differences could also be due to differences in genetic make-up and seedling growth rates. Since the seeds germinated at different times this could have contributed to differences in storage root mass for individual progenies. The overall mean yield (1.6 kg plant-1) recorded in this study 11 MAP was similar to that reported by Mtunda (2010). At seedling stage, the tap root tends to dominate other roots, creating variability in root mass. Rajendran et al. (2004) reported an increase in the mass of storage roots from cassava seedlings from which tap roots were removed. Supplementary irrigation might have also played a part in improving storage root mass and other yield components as the crop was watered during most of the growing period. The relatively high root yield in some families (11 MAP) indicates the potential of the developed clones to bulk early and suggests that selection can be made at the seedling stage. Early bulking is an important trait as indicated by most small scale farmers in Zambia (Chapter 2), Kenya (Kamau, 2006), and Nigeria (Nweke et al., 1996).

Root dry matter content was also significantly different among the crosses. For individual clones the mean dry matter ranged from 10.3 to 69.6%. In some clones, the tap root below the soil line bulged and was considered as part of the root. This could also mean that some clones had high

dry matter content and low yields and can be used to develop cultivars with high dry matter content.

Harvest index ranged from 0.01 to 0.80 with an overall mean of 0.33. These values are in agreement with that (0.05 to 0.9) obtained by Ojulong et al. (2006) at seedling trial stage using a diallel cross. Selecting clones with high harvest index has been reported to be more effective in identifying high yielding genotypes than using root yield (Kawano et al., 1978). Harvest index is a high heritable and consistent trait at all stages of selection (Kawano et al., 1987; Kawano et al., 1998; Kawano 2003). Selection based on fresh root yield is affected by the environment, whereas harvest index is not (Jaramillo et al., 2005).

To conclude, selection for yield and other yield related traits can be made at the seedling stage.

Bangweulu x Nalumino performed better in terms of fresh root yield than all the other crosses.

Bangweulu in combination with TMS3001 also performed consistently better for plant height and branch height. The results also demonstrate that F1 clones can be produced with sufficient planting materials in areas experiencing short cold winters at high elevation and at high altitude.

The variation observed in the segregating populations can be exploited to improve cassava.

References

Ceballos, H., C.A. Iglesias, J.C. Perez, and A.G.O. Dixon. 2004. Cassava breeding:

Opportunities and challenges. Plant Molecular Biology 56:503-516.

Comostock, R.E., and H.F. Robinson. 1952. Estimation of average dominance of genes, p. 496- 516, In J. W. Gowen, ed. Heterosis. Iowa State College Press, Iowa.

El-Sharkawy, M.A. 2003. Cassava biology and physiology. Plant Molecular Biology 53:621-641.

Ellis, H.R., and E.H. Roberts. 1979. Germination of stored cassava at constant and alternating temperatures. Annals of Botany 44:677-684.

Hahn, S.K., E.R. Terry, and K. Leuschner. 1980. Breeding cassava for resistance to cassava mosaic disease. Euphytica 29:673-683.

Hahn, S.K., E.R. Terry, K. Leuschner, I.O. Akobundu, C. Okali, and R. Lal. 1979. Cassava improvement in Africa. Field Crops Research 2:193-226.

Hershey, C.H. 1987. Cassava breeding: a multidisciplinary review: proceedings of a workshop, p. 312, In C. H. Hershey, ed. Centro Internacional de Agricultura Tropical, United Nations Development Programme.

Iglesias, C.A., F. Calle, G. Hershey, and G. Jaramillo. 1994. Sensitivity of cassava (Manihot esculenta Crantz) clones to environmental changes. Field Crops Research 36:213-220.

IITA. 1987. Intergrated pest management for tropical root and tuber crops: In: Proceedings of the workshop on the Global Status and Prospects for Intergrated Pest Management (IPM), p. 235, In S. K. Hahn and F. E. Caveness, eds., October 25-30, Ibadan, Nigeria.

Jaramillo, G., N. Morante, J.C. Perez, F. Calle, H. Ceballos, B. Arias, and A.C. Bellotti. 2005.

Diallel analysis in cassava adapted to the midaltitude valleys environment. Crop Science 45:1058-1063.

Jennings, D.L., and C.A. Iglesias. 2002. Breeding for crop improvement, p. 149-166, In R. J.

Hillock, et al., eds. Cassava: Biology, Production and Utilisation. CABI Publishing, New York.

Kamau, J., R. Melis, M. Laing, J. Derera, P. Shanahan, and E. Ngugi. 2010. Combining the yield ability and secondary traits of selected cassava genotypes in the semi-arid areas of Eastern Kenya. Journal of Plant Breeding and Crop Science 2:181-191.

Kamau, J.W. 2006. Participatory based development of early bulking cassava varieties for the semi-arid areas of Eastern Kenya. PhD, University of KwaZulu-Natal, South Africa.

Kawano, K. 1980. Cassava, p. 225-233, In W. R. Fehr and H. H. Hadley, eds. Hybridisation of crop plants. American Society of Agronomy and Crop Science, Wisconsin.

Kawano, K. 2003. Thirty years of cassava breeding for productivity: Biological and social factors for success. Crop Science 43:1325-1335.

Kawano, K., W.M.G. Fukuda, and U. Cenpukdee. 1987. Genetic and environmental effects on dry matter content of cassava root. Crop Science 27:69-74.

Kawano, K., P. Daza, A. Amaya, M. Ríos, and M.F. Gonçalvez. 1978. Evaluation of cassava germplasm for productivity. Crop Science 18:377-380.

Kawano, K., K. Narintaraporn, P. Narintaraporn, S. Sarakarn, A. Limsila, J. Limsila, D.

Suparhan, V. Sarawat, and W. Watananonta. 1998. Yield improvement in a multistage breeding programme for cassava. Crop Science 38:325-332.

Leihner, D. 2002. Agronomy and cropping systems: Biology, Production and Utilisation, p. 41- 54, In R. J. Hillock, et al., eds. Cassava: Biology, Production and Ultilisation. CABI Publishing, New York, USA.

Lenis, J.I., F. Calle, G. Jaramillo, J.C. Perez, H. Ceballos, and J.H. Cock. 2006. Leaf retention and cassava productivity. Field Crops Research 95:126-134.

Mtunda, K.J. 2010. Breeding, Evaluation and Selection of Cassava for High Starch Content and Yield in Tanzania. PhD thesis, University of KwaZulu-Natal, South Africa.

Munga, T.L. 2008. Breeding for Cassava Brown Streak Resistance in Coastal Kenya. PhD, University of KwaZulu-Natal, South Africa.

Nweke, F.I., B.O. Ugwu, and A.G.O. Dixon. 1996. Spread and performance of improved cassava varieties in Nigeria. Collaborative study of cassava in Africa (COSCA). Working paper No. 15.

Ojulong, H.F. 2006. Quantitative and molecular analyses of agronomic traits in cassava (Manihot esculenta Crantz). PhD thesis, University of Free State, South Africa.

Okogbenin, E., I.J. Ekanayake, and M.C.M. Porto. 2003. Genotypic variability in adaptation response of selected clones of cassava to drought stress in the Sudan savanna zone of Nigeria. Journal of Agronomy and Crop Science 189:376-389.

Payne, R.W., Harding, S.A., Murray, D.A., Soutar, D.M., Baird, D.B., Glaser, A.I., Welham, S.J., Gilmour, A.R., Thompson, R., Webster, R. 2011. The guide to Genstat release 14, Part 2: Statistics. VSN International, Hemel Hempstead, UK.

Pujol, B., G. Gigot, G. Laurent, M. Pinheiro-Kluppel, M. Elias, Hossaert-Mckey, and D. Mckey.

2002. Germination ecology of cassava (Manihot Esculenta Crantz, Euphorbiaceae) in traditional agroecosystems: Seed and seedling biology of a vegetative propagated domesticated plant. Economic Botany:366-379.

Rajendran, P.G., C. Mohan, and J. Sreekumar. 2004. Breeding true cassava seed progeny for mosaic disease (CMD) resistance. Gene Conserve:154-186.

Zacarias, A.M. 2008. Breeding potential of cassava (Manihot esculenta Crantz) in Mozambique.

PhD thesis, University of the Free State, South Africa.

Appendices

Appendix1: Agro-ecological regions of Zambia

Appendix 2: Monthly rainfall distribution for 2008, 2009 and 2010 seasons, Mount Makulu

Mpika

Solwezi

Sesheke Kaoma

Serenje

Kalabo

Chama

Mkushi

Mumbwa Kasempa

Lukulu

Chinsali

Mw inilunga

Kalomo Senanga

Mufumbw e Zambezi

Lundazi Kaputa

Kazungula

Isoka

Kabompo

Mansa

Mongu

Mbala

Nyimba

Itezhi-Tezhi

Shangombo

Samfya Kasama

Chibombo Chongw e

Mungwi

Kapiri Mposhi

Luwingu Mporokoso

Petauke

Kafue

Choma Lufw anyama

Mpongwe

Mpulungu

Chipata Mwense

Kaw ambwa

Milenge

Monze Mazabuka

Mambw e Chilubi

Namwala

Katete

Chavuma Masaiti

Chiengi

Nakonde

Gwembe

Luangwa

Siavonga

Sinazongwe Nchelenge

Chadiza

Kabwe

Livingstone

Lusaka Urban

Chi l il abomb w e

Muf ul i ra Ch ing ol a

Kalul ushiKi tw e

Luan shy a Ndo la

200 0 200 400 Kilometers

N

E W

S

Agro-Ecological Regions

District boundary

KEY

Source: Soil Survey, Mt. Makulu Chilanga December 2002

Scale 1: 2,500,000

Regions I IIa IIb III

LEGEND

0 50 100 150 200 250 300 350 400

Rainfall (mm)

Months

2008 2009 2010

Appendix 3: Average maximum and minimum temperature for 2008, 2009 and 2010 seasons, Mount Makulu

0 5 10 15 20 25 30 35 40

Temperature( oC)

Months

Max 2009 Max 2008 Max 2010 Min 2008 Min 2009 Min 2010

Appendix 4: Cassava crossing block based on a 4 x 6, reduced to 4 x 5 NCII design A X G A x H A x I A x J

B X G B x H B x I B x J

C X G C x H C x I C x J

D X G D x H D x I D x J

E X G E x H E x I E x J

F X G F x H F x I F x J

10 m (2 m between plants within rows)

2 m between rows

3 m (path)

Males;

A = Mweru B = TME2 C= Nalumino D= TMS3001 E= TMS190 F= Tanganyika Females;

G= Chila

H= Kampolombo I= Chikula J= Bangweulu

CHAPTER 6: COMBINING ABILITY ANALYSIS OF CASSAVA GERMPLASM FOR