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Temperature and light intensity interaction on Cercospora coffeicola sporulation and conidia germination

Interação da temperatura e intensidade luminosa na esporulação e germinação de conídios de Cercopora coffeicola

ABSTRACT

Difficulty in obtaining abundant sporulation in culture of many species of Cercospora may be the limiting factor for studies of biology, systematics, and inoculation of the genus. Therefore, it is necessary to understand the nutritional and environmental requirements that influence mycelial growth, sporulation and germination. As it is difficult to obtain conidia of Cercospora coffeicola in vitro, different temperatures (17, 22, 27, and 32 °C) and light intensities (80, 160, 240, and 320 μmol m-2 s-1) were evaluated to optimize pathogen sporulation and assess favorable conditions for spore germination, aiming for a strategy of disease control. The dark treatment (0 μmol m-2 s-1) was added for sporulation. A significant interaction was found between temperature and light intensity for both variables. The highest sporulation rate of C. coffeicola occurred at a light intensity of 240 μmol m-2 s-1 and air temperature of 22 °C, reaching 5.9x106 con mL-1. Germination was higher at temperature 17 °C and light intensity of 320 μmol m-2 s-1, reaching 52%. Interaction between light intensity and temperature proved to influence the processes of sporulation and germination of C. coffeicola.

Index terms:
Environmental variables; Cercospora leaf spot; Coffea arabica

RESUMO

Obter abundante esporulação em meio de cultura, para muitas espécies de Cercospora, pode ser o fator limitante em estudos de biologia, sistemática e inoculação das espécies do gênero. Por isso, faz-se necessário o entendimento dos requerimentos nutricionais e ambientais, os quais influenciam o crescimento micelial, a esporulação e a germinação Em razão da dificuldade de obter conídios de Cercospora coffeicola in vitro, objetivou-se avaliar diferentes condições de temperatura (17, 22, 27 e 32 °C) e intensidade luminosa (80, 160, 240 e 320 µmol m-2 s-1), com o intuito de otimizar a esporulação do patógeno e avaliar as condições favoráveis à germinação dos conídios, visando a táticas de controle da doença. Para a esporulação, adicionou-se o tratamento escuro (0 µmol m-2 s-1). Observou-se interação significativa entre temperatura e intensidade luminosa para ambas as variáveis testadas. A maior esporulação de C. coffeicola foi observada na intensidade de 240 µmol m-2 s-1 e na temperatura de 22 °C, atingindo 5,9x106 con mL-1. Com relação à germinação, esta foi maior na temperatura de 17 °C e na intensidade luminosa de 320 µmol m-2s-1, atingindo 52%. A interação entre intensidade luminosa e temperatura do ar, influenciou os processos de esporulação e germinação de C. coffeicola.

Termos para indexação:
Variáveis ambientais; cercosporiose; Coffea arabica

INTRODUCTION

Cercospora leaf spot of coffee caused by the fungus Cercospora coffeicola Berk. & Cooke occurs from nursery seedlings to adult plants in the field, resulting in serious losses to farmers (Pozza; Carvalho; Chalfoun, 2010POZZA, E. A; CARVALHO, L. C; CHALFOUN, S. M. Sintomas de injúrias causadas por doenças em cafeeiro. In: GUIMARÃES, R.J; MENDES A.N.G; BALIZA D.P. (eds). Semiologia do cafeeiro: Sintomas de desordens nutricionais, fitossanitárias e fisiológicas. Lavras: Editora UFLA, 2010. p. 68-106.). Intensity of symptoms as well as growth, development, pathogen infectivity, and plant physiological responses to colonization and penetration can be influenced by environmental variables.

Air temperature, relative humidity, heat stress, and factors influencing plant nutrition such as drought, soil type, and nutritional imbalance have direct or indirect effect on disease progression and on growth, sporulation, and germination of fungi (Waggoner, 1960WAGGONER, P. E. Forecasting Epidemis. In: HORSFALL, J,G.; COWLING, E.B. Plant Pathology. San Francisco and London, NY: Academic Press, 1960. v.3, p. 291-310.; Schumann; D'arcy 2012SCHUMANN, G. L.; D'ARCY, C. J.; Review of hungry planet: Stories of Plant Diseases Essential Plant Pathology. St. Paul, MN, USA: APS Press, 2012. 306p.). The infectious process of C. coffeicola benefits from full sun exposure and nutritionally deficient plants (Pozza et al. 2001POZZA, A. A. A. de et al. Influência da nutrição mineral na intensidade da mancha-de-olho-pardo em mudas de cafeeiro. Pesquisa Agropecuária Brasileira. 36(1):53-60, 2001.). Salgado et al. (2007SALGADO, B. G. de et al. Progresso da ferrugem e da cercosporiose do cafeeiro consorciado com grevílea, com injazeiro e a pleno sol em Lavras, MG. Ciência e Agrotecnologia. 31(4):1067-1074, 2007.) and Custodio et al. (2010CUSTODIO, A. A. P. de et al. Intensidade da ferrugem e da cercosporiose em cafeeiro quanto à face de exposição das plantas. Coffee Science. 5(3):214-228, 2010.) found higher incidence of disease in plantings in full sun compared to shade and on the side of plants receiving more sun exposure. According to Daub, Herrero and Chung (2005DAUB, M. E.; HERRERO, S.; CHUNG, K. R. Photoactivated perylenequinone toxins in fungal pathogenesis of plants. FEMS Microbiology Letters 252(2):197-206, 2005.), high light intensity is required to produce and activate cercosporin toxin, an essential factor for higher intensity of disease.

Most light-sensitive fungi sporulate when exposed to continuous light but diurnal esporulators also require a period of darkness, usually with variability between species and within each species itself. Other species require light to initiate conidiophore formation and sporogenesis; however, sporulation is inhibited by light (Dhingra; Sinclair 1995DHINGRA, O. D.; SINCLAIR, J. B. Basic plant pathology methods. Boca Raton, FL,USA:Lewis Publisher, 1995. 448p.). Kilpatrick and Johnson (1956KILPATRICK, R. A.; JOHNSON, H. W. Sporulation of Cercospora species on carrot leaf decoction agar.. Phytopathology 46(3):180-181, 1956.) studied various Cercospora species in carrot-decoction agar. Abundant sporulation was found when cultures were exposed to light compared to those kept in the dark. In the literature, reports on the need of C. coffeicola for light to sporulate are controversial. Initially, Echandi (1959ECHANDIE.La chasparria de los cafetos causada por el hongo Cercospora coffeicola Berk. & Cooke. Turrialba. 9(2):54-67, 1959.) found no influence of light regime (constant darkness, constant light, light/dark) in sporulation. However, Buitrago Jaramillo and Fernandéz Borrero (1982BUITRAGO J. H. L.; FERNÁNDEZ B. O. Esporulacion in vitro de Cercospora coffeicola Berkeley & Cooke. Cenicafé. 33(1):03-14, 1982.) reported higher sporulation under 9 hours of light alternating with 15 hours of darkness. Del Peloso et al. (1989DEL PELOSO, M. C. de et al. Esporulação de Cercospora coffeicola em diferentes meios de cultura. Fitopatologia Brasileira. 14(1):41-44, 1989.) found higher sporulation under continuous light. The authors did not study interaction with temperature, thus there was no consensus on need or length of light exposure for pathogen sporulation. In addition, the incubation temperature required for increasing conidial production and facilitating host inoculation under these conditions remains to be determined.

With respect to germination of Cercospora species, a study of the effect of temperatures 12, 18, 24, 30, and 36 °C on conidia germination of C. coffeicola in vitro showed 100% germination at 30 °C, followed by 97% germination at 24 °C (Echandi 1959ECHANDIE.La chasparria de los cafetos causada por el hongo Cercospora coffeicola Berk. & Cooke. Turrialba. 9(2):54-67, 1959.). Conidia of Cercospora arachidicola germinated on the leaf surface (Abdou; Gregory; Cooper, 1974ABDOU, Y. A. M.; GREGORY, W. C.; COOPER, W. E. Sources and nature of resistance to Cercospora arachidicola Hori and Cercospora personatum (Beck and Curtis) Deighton in Arachis species. Peanut Science. 1(1):6-11, 1974.; Jenkins, 1938JENKINS, W. A. Two fungi causing leaf spot of peanut. Journal of Agricultural Research. 56(5):317-332, 1938.) and on glass slide (Oso, 1972OSO, B. A. Conidial germination in Cercospora arachidicola Hori. Transactions of the British Mycologycal Society. 59(1):169-172, 1972.) at temperatures 25- 30 °C and three-six-hour intervals of incubation under near saturated moisture conditions. The optimum temperature range for germination was 20-30 °C whereas low germination occurred above 30 °C (Oso, 1972OSO, B. A. Conidial germination in Cercospora arachidicola Hori. Transactions of the British Mycologycal Society. 59(1):169-172, 1972.). However, the authors did not assess interaction with light.

Interaction with light has been already studied in other species of this pathogen, such as Cercospora sojina. The time required for this fungus to germinate varied according to temperature, light regimes and exposure to light. Camera et al. (2013CAMERA, J. N. de et al. Limiares térmicos para a germinação de conídios de Cercospora sojina em dois regimes luminosos. Summa Phytopathologica. 39(1):58-61, 2013.) assessed temperatures 0, 5, 10, 15, 20, 25, 30, 35, and 40 °C with exposure times 3, 6, 9, and 12 hours, under constant light, and in the darkness. The highest percentages of conidial germination occurred under constant light and darkness in all exposure times at temperatures 22.4 °C and 23 °C, respectively. Studies like this for C. coffeicola were not found on the literature. Thus, this study evaluated the interaction between air temperature and light intensity on sporulation and germination of C. coffeicola.

MATERIAL AND METHODS

The experiments described below were conducted twice. Isolates of C. coffeicola were previously tested for pathogenicity. The study isolate (CML 2984), isolate from South Minas Gerais - Brazil. This isolate in conditions of light, is capable to produce a large amount of cercosporin and in consequence of this, is highly aggressive. The isolatewas inoculated in Petri dishes in malt medium.

Experimental design of sporulation and germination tests

Both sporulation and germination tests used completely randomized design with four replications, each replication consisting of a Petri dish.

Interaction of five light intensities, 0, 80, 160, 240, and 320 µmol m-2 s-1 and four temperatures, 17, 22, 27, and 32 °C were assessed for sporulation using factorial analysis of variance 5x4 in 20 treatments. The same interaction was evaluated for conidia germination, using four light intensities, 80, 160, 240, and 320 µmol m-2 s-1 and four temperatures, 17, 22, 27, and 32 °C, in factorial analysis of variance 4x4 in 16 treatments.

Both experiments used a metal stepped structure with light bulbs totaling 400 Watts placed at 100, 80, 60, and 40 cm from the plates to obtain light intensities 80, 160, 240, and 320 µmol m-2 s-1, respectively, in grow chambers with a 12-hour photoperiod.

Pathogen sporulation

Twelve mycelium discs 0.5 cm were taken from the edge of each colony in the chosen isolate of C. coffeicola, which had been cultured in malt medium for 14 days. Discs were transferred to 30 mL of tomato juice agar (STT) in 125 mL Erlenmeyer flasks. The medium was composed of 200 mL of tomato juice Super Bom(r), 3.2 g CaCO3 and 800 mL distilled water. The flasks containing tomato juice agar and fungi were kept under constant stirring at 120 rpm, at around 25 ºC. After four days, the content of each flask was poured in a mixture of solid tomato juice and previous medium plus 16 g agar per liter in two Petri dishes, which remained open in the respective treatments in growth chambers. When the medium dehydrated after two days, 5 mL distilled water was added to each dish, which was then lightly scraped with a glass rod, and the suspension was filtered through a layer of sterile gauze. Conidia were counted under optical microscope with hemocytometer, and the concentration per ml in each treatment was estimated by the average of readings in both counting areas.

Conidial germination

Conidia produced in vitro were obtained as previously described and the suspension was calibrated to 1x104conidia mL-1. Dishes 60x15 mm containing 10 mL water-agar were prepared and 100 uL of suspension was poured and spread with Drigalski handle. Then, dishes were placed in the treatments in growth chamber. Germination was halted after 11 h incubation with lactoglycerol trypan blue for subsequent conidia counting. Conidia with germ tubes equal to or longer than half their length were considered to have germinated (Beckman; Payne, 1983BECKMAN, P. M.; PAYNE, G. A. Cultural techniques and conditions influencing growth and sporulation of Cercospora zeae-maydis and lesion development in corn.Phytopathology 73(2):286-289, 1983.). Germination rate was obtained through two counts of 100 conidia germination per dish at random.

Statistical analysis of the experiments

Joint analysis of both experiments and their repetitions over time was performed for sporulation and germination. Data were subjected to Levene's test to assess homogeneity of residual variance. As the data followed the assumptions of analysis of variance (Anova), F-test was performed for all variables in SAS software without needing to transform data. Using the significant variables in the F-test, linear and nonlinear regression models were fitted. Goodness of fit was tested with both variables together (polynomial model) and separately in all analyses. Separate models were combined to generate response surface (Cardoso; Reis; Moreira, 2008CARDOSO, C. A. A.; REIS, E. M.; MOREIRA, E. N. Development of a warning system for wheat blast caused by Pyricularia grisea.Summa Phytopathologica 34(3):216-221, 2008.). The best models were selected according to the highest R2 and the lowest Akaike's Information Criterion (AIC), same used by Anco, Madden and Ellis (2013ANCO, D. J.; MADDEN, L. V.; ELLIS, M. A. Effects of temperature and wetness duration on the sporulation rate of Phomopsis viticola on infected grape canes. Plant Disease. 97(5):579-589, 2013.). The adjusted models were obtained in R software. Response surface cutting and data graphs were plotted in Sigma Plot.

For sporulation data, in function of the temperature (Temp) and light intensity (Lint) was fitted the quadratic regression model (Equation 1 and 2):

The linear polynomial model was fitted to data of sporulation, according temperature (Temp) and light intensity (Lint) (Equation 3):

For conidia germination data, in function of the temperature (Temp), a linear regression model was fitted and in according to light intensity (Lint) a non-linear regression model by Gompertz was fitted (Equation 4 and 5):

The linear polynomial model was fitted to data of conidia germination, according temperature (Temp) and light intensity (Lint) (Equation 6):

RESULTS AND DISCUSSION

Joint analysis of the experiments was not significant (P>0.05), therefore results of both sporulation and germination refer to their respective averages.

Sporulation of C. coffeicola conidia in vitro

The isolate showed significant interaction between light intensity and temperature. The highest sporulation was achieved at 22 °C and light intensity of 240 µmol m-2 s-1, reaching 5.9 x 106 conidia mL-1. The lowest sporulation values were obtained with the extremes of light intensity, 0 and 320 µmol m-2 s-1 in all temperatures. From these extremes, minimum and maximum values of light intensity, sporulation increased up to the value cited above. At temperature 32 °C sporulation was at its lowest (Figure 1). Based on quality evaluators R2 and AIC, the response surface generated by the polynomial model (Equation 3) provided the best fit (Tables 1 and 2).

Figure 1:
Sporulation of C. coffeicola according to temperature (A), light intensity (B) and interaction between temperature and light intensity (C).

Table 1:
Estimates of parameters of the quadratic regression model fitted to data according to temperature (1), light intensity (2), and linear polynomial model (3) fitted to data of sporulation according to luminosity and temperature.

Table 2:
Goodness of fit of response surface generated by combining quadratic-linear models and the polynomial model (multiple linear).

Akaike's Information Criterion (AIC): It is also a quality evaluator based on residual standard deviation of fit; the lower the better.

Other authors studied these variables individually in sporulation de C. coffeicola, but did not evaluate their interaction. Souza (2011SOUZA, A. G. C. Infection process of Cercospora coffeicola on coffee leaf. Journal of. Phytopathology 159(1):6-11, 2011.) obtained conidia for this species using a light intensity of 165 µmol m-2 s-1, which is under the ideal for higher conidia production in this study. Echandi (1959ECHANDIE.La chasparria de los cafetos causada por el hongo Cercospora coffeicola Berk. & Cooke. Turrialba. 9(2):54-67, 1959.) reported higher sporulation of C. coffeicola in coffee leaves at 30 °C and 24 °C in vitro, which differed from was found in this study, 22 °C; however, light intensity was not cited. Furthermore, neither of the authors reported interaction with other environmental variables. Light intensity can exert both inductor and inhibitor effects on the formation of reproductive structures. Trione and Leach (1969TRIONE, E. J.; LEACH, C. M. Light-induced sporulation and sporogenic substances in fungi.. Phytopathology 59(8):1077-1083, 1969.) reported direct action of light on the activation of key enzymes in fungi with sporulation induced by light. The same authors state that the quantity and quality of light needed to induce formation of reproductive structures vary according to the fungi species. Beckman and Paine (1983BECKMAN, P. M.; PAYNE, G. A. Cultural techniques and conditions influencing growth and sporulation of Cercospora zeae-maydis and lesion development in corn.Phytopathology 73(2):286-289, 1983.) tested three light regimes using white fluorescent bulbs for optimizing conidia production of an isolate of C. zeae-maydis. Treatments were 12-hour photoperiod, ten days of constant light followed by three days of darkness, and constant darkness. The highest conidia production occurred in 12-hours photoperiod.

Studies on interaction between temperature and luminosity were performed for other Cercospora species. In studies of C. arachidicola, the highest sporulation was found in peanut leaf-oatmeal agar at 28 °C under constant light regime (Moraes and Salgado 1978MORAES, S. A.; SALGADO, C. L. Influência da luz sobre a esporulação de Cercospora arachidicola Hori.. Summa Phytopathologica 4(2):128-135, 1978. ; Smith, 1971SMITH, D. H. A simple method for producing conidial inoculum.. Phytopathology 61(11):1414, 1971.). The effect of luminosity was also demonstrated for C. beticola by observing increased sporulation when colonies were exposed to light for 72 hours and kept at 15 °C in beet-leaf extract agar (Calpouzos; Stallknecht 1967CALPOUZOS, L.; STALLKNECHT G. F. Symptoms of cercospora leaf spot of sugar beets influenced by light intensity.Phytopathology 57(7):799-780, 1967.). Previously, these authors (Calpouzos; Stallknecht 1965CALPOUZOS, L.; STALLKNECHT, G. F. Sporulation of Cercospora beticola affected by an interaction between light and temperature.Phytopathology 55(12):1370-1371, 1965.) had already found significant interaction between temperature and light. Under constant light at 15 °C and 30 °C fungus sporulation was stimulated and inhibited, respectively. Thus, interaction of temperature with luminosity is essential for sporulation of Cercospora species.

Conidia Germination in C. coffeicola

Significant interaction between light intensity and temperature was also found in the isolate germination. The highest percentage of germination occurred at temperature 17 °C and light intensity 320 µmol m-2 s-1, reaching 52%. Regardless of light intensity, germination decreased with increased temperature and at 32 °C the lowest germination occurred (Figure 2). Based on the quality evaluators, R2 and AIC, the response surface generated by combining Gompertz (Equation 5) models and Linear models (Equation 4) provided the best fit (Tables 3 e 4).

Figure 2:
Germination of C. coffeicola according to A, temperature and B, light intensity. C, and interaction between temperature and light intensity.

Table 3:
Estimates for parameters of linear regression (4) fitted to data of temperature, the non-linear regression model by Gompertz (5) fitted in according to light intensity, and the polynomial model (6) fitted to data of germination according to light intensity and air temperature.

Table 4:
Goodness-of-fit of response surface generated by combining Gompertz and linear models and the polynomial model (multiple linear).

The result in this study differed from that obtained by Echandi (1959ECHANDIE.La chasparria de los cafetos causada por el hongo Cercospora coffeicola Berk. & Cooke. Turrialba. 9(2):54-67, 1959.), who found higher germination of C. coffeicola at 30 °C and 24 °C, with 100% and 97% germination respectively. However, the study did not assess interaction with light intensity. This variation in ideal temperature was also reported in other Cercospora species in different phases of the pathogen circle. Gobina and Melouk (1981GOBINA, S. M.; MELOUK, H. A. Effect of temperature on the sporulation and conidial germination of Cercospora arachidicola. (Abstr.). Phytopathology 71(8):876, 1981.) evaluated temperatures 15, 20, 25, 30, and 35 °C for C. arachidicola. After 12 hours of incubation, the authors found germination in less than 1% conidia at 15 °C and 84% at 35 °C. However, after 48 hours of incubation in aqueous suspension at temperatures 15-35 °C no significant difference was found in conidia germination. Alderman and Beute (1986ALDERMAN, S. C.; BEUTE M. K. Influence of temperature and moisture on germinaton and germ tube elongation of Cercospora arachidicola. Phytopathology. 76(7):715-719, 1986.) reported optimal conditions for conidia germination and germ tube elongation at 19-25 °C, which was over the optimum found in this experiment. Germination was low between 28 °C and 32 °C, thus agreeing with the lowest germination at 32 °C in this study.

Regarding luminosity, constant light inhibited spore germination, germ tube elongation and sporulation in C. zeae-maydis (Beckman and Payne 1983BECKMAN, P. M.; PAYNE, G. A. Cultural techniques and conditions influencing growth and sporulation of Cercospora zeae-maydis and lesion development in corn.Phytopathology 73(2):286-289, 1983.). This variation in behavior at different temperatures found in Cercospora species and between isolates could be due to occurrence of genetic variability (Souza; Maffia; Mizubuti, 2012SOUZA, A. G. C.; MAFFIA, L. A.; MIZUBUTI, E. S. G. Cultural and aggressiveness variability of Cercospora coffeicola. Journal of. Phytopathology 160(10):540-546, 2012.).

Thus, to the isolate under study, there was interaction between the variables temperature and light intensity in sporulation and germination of C. coffeicola.

CONCLUSIONS

There was interaction of temperature and light intensity variables on sporulation and germination of C. coffeicola. The highest sporulation was obtained at a temperature of 22 °C and light intensity of 240 μmol m-2 s-1, reaching 5.9x106 con mL-1. The highest percentage of spore germination was obtained at 17° C and light intensity of 320 μmol m-2 s-1, reaching 52%.

ACKNOWLEDGMENTS

The authors would like to acknowledge the financial support and scholarships provided by CNPq, Capes, Fapemig and INCT- Café for their financial support and scholarship

REFERENCES

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  • ALDERMAN, S. C.; BEUTE M. K. Influence of temperature and moisture on germinaton and germ tube elongation of Cercospora arachidicola Phytopathology. 76(7):715-719, 1986.
  • ANCO, D. J.; MADDEN, L. V.; ELLIS, M. A. Effects of temperature and wetness duration on the sporulation rate of Phomopsis viticola on infected grape canes. Plant Disease. 97(5):579-589, 2013.
  • BECKMAN, P. M.; PAYNE, G. A. Cultural techniques and conditions influencing growth and sporulation of Cercospora zeae-maydis and lesion development in corn.Phytopathology 73(2):286-289, 1983.
  • BUITRAGO J. H. L.; FERNÁNDEZ B. O. Esporulacion in vitro de Cercospora coffeicola Berkeley & Cooke. Cenicafé. 33(1):03-14, 1982.
  • CALPOUZOS, L.; STALLKNECHT, G. F. Sporulation of Cercospora beticola affected by an interaction between light and temperature.Phytopathology 55(12):1370-1371, 1965.
  • CALPOUZOS, L.; STALLKNECHT G. F. Symptoms of cercospora leaf spot of sugar beets influenced by light intensity.Phytopathology 57(7):799-780, 1967.
  • CAMERA, J. N. de et al. Limiares térmicos para a germinação de conídios de Cercospora sojina em dois regimes luminosos. Summa Phytopathologica. 39(1):58-61, 2013.
  • CARDOSO, C. A. A.; REIS, E. M.; MOREIRA, E. N. Development of a warning system for wheat blast caused by Pyricularia griseaSumma Phytopathologica 34(3):216-221, 2008.
  • CUSTODIO, A. A. P. de et al. Intensidade da ferrugem e da cercosporiose em cafeeiro quanto à face de exposição das plantas. Coffee Science. 5(3):214-228, 2010.
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  • GOBINA, S. M.; MELOUK, H. A. Effect of temperature on the sporulation and conidial germination of Cercospora arachidicola (Abstr.). Phytopathology 71(8):876, 1981.
  • JENKINS, W. A. Two fungi causing leaf spot of peanut. Journal of Agricultural Research. 56(5):317-332, 1938.
  • KILPATRICK, R. A.; JOHNSON, H. W. Sporulation of Cercospora species on carrot leaf decoction agar.. Phytopathology 46(3):180-181, 1956.
  • MORAES, S. A.; SALGADO, C. L. Influência da luz sobre a esporulação de Cercospora arachidicola Hori.. Summa Phytopathologica 4(2):128-135, 1978.
  • OSO, B. A. Conidial germination in Cercospora arachidicola Hori. Transactions of the British Mycologycal Society. 59(1):169-172, 1972.
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  • SMITH, D. H. A simple method for producing conidial inoculum.. Phytopathology 61(11):1414, 1971.
  • SOUZA, A. G. C.; MAFFIA, L. A.; MIZUBUTI, E. S. G. Cultural and aggressiveness variability of Cercospora coffeicola Journal of. Phytopathology 160(10):540-546, 2012.
  • SOUZA, A. G. C. Infection process of Cercospora coffeicola on coffee leaf. Journal of. Phytopathology 159(1):6-11, 2011.
  • TRIONE, E. J.; LEACH, C. M. Light-induced sporulation and sporogenic substances in fungi.. Phytopathology 59(8):1077-1083, 1969.
  • WAGGONER, P. E. Forecasting Epidemis. In: HORSFALL, J,G.; COWLING, E.B. Plant Pathology. San Francisco and London, NY: Academic Press, 1960. v.3, p. 291-310.

Publication Dates

  • Publication in this collection
    Mar-Apr 2016

History

  • Received
    13 July 2015
  • Accepted
    14 Sept 2015
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