Spatial distribution of plant-parasitic nematodes in sugarcane fields
188
Dinardo-Miranda & Fracasso
SPATIAL DISTRIBUTION OF PLANT-PARASITIC
NEMATODES IN SUGARCANE FIELDS
Leila Luci Dinardo-Miranda1*; Juliano Vilela Fracasso2
1
Instituto Agronômico - Centro de Cana-de-açúcar, C.P. 206 - 14001-970 - Ribeirão Preto, SP - Brasil.
Instituto Agronômico/Fundag - Centro de Cana-de-açúcar.
*Corresponding author <>
2
ABSTRACT: Nematodes are important parasites of sugarcane in Brazil. Because of this, several
studies have been conducted in recent years to evaluate the effectiveness of control methods.
However, no studies have been reported on the spatial distribution of nematodes in sugarcane
fields, and such studies are indispensable for the development of sampling plans, aimed at their
application in integrated management programs. The spatial distribution of Meloidogyne javanica,
Pratylenchus zeae, and mixed populations of P. zeae and P. brachyurus was studied in six commercial
fields, with areas ranging from 0.26 to 0.50 ha; samples were obtained during the rainy season. The
samples, represented by about 50 g roots, were collected within a rectangular grid measuring 7 × 12
m, 7 × 10 m or 5 × 13 m. Among the ten calculated semivariograms (four for M. javanica populations
and six for P. zeae populations or the mixture between P. zeae + P. brachyurus), four could not be
fitted to any model and presented a pure nugget effect; the spherical model showed the best fit to
the semivariograms of data observed in the other six conditions. In those cases, values of range in
semivariogram varied from 18 to 35 m, allowing the nematode aggregation area to be estimated
at 2,110 m 2 , on average, suggesting that at least five sampling points per hectare would be
necessary, on average to obtain a reliable estimate for the population of these plant parasites in a
given area.
Key words: Saccharum, Meloidogyne, Pratylenchus, spatial variability, population
DISTRIBUIÇÃO ESPACIAL DE NEMATÓIDES FITOPARASITOS
EM ÁREAS CULTIVADAS COM CANA-DE-AÇÚCAR
RESUMO: Nematóides são importantes parasitos da cana-de-açúcar no Brasil e, em função disso,
muitos estudos foram conduzidos, nos últimos anos, para avaliar a eficiência de medidas de controle.
Entretanto, não há estudos sobre a distribuição espacial de nematóides em canaviais e esses estudos
são essenciais para o desenvolvimento de planos de amostragem, visando aplicação em programas de
manejo integrado. A distribuição espacial de Meloidogyne javanica, Pratylenchus zeae e de populações
mistas de P. zeae e P. brachyuurs foi estudada em seis campos comerciais, com áreas de 0,26 a 0,50 ha,
nas quais procedeu-se à amostragem na época chuvosa do ano. As amostras, representadas por cerca
de 50 g de raízes, foram coletadas em grid retangular de 7 × 12 m, 7 × 10 m ou 5 × 13 m. Dos dez
semivariogramas calculados (quatro para populações de M. javanica e seis para populações de P.
zeae ou mistura de P. zeae + P. brachyurus), quatro não se ajustaram a qualquer modelo, apresentando
efeito pepita puro; o modelo esférico foi o que melhor se ajustou aos semivariogramas dos dados
observados nas outras seis situações. Nesses casos, o alcance variou de 18 a 35 m, permitindo estimar
a área de agregação dos nematóides em 2110 m2, em média, sugerindo que, seriam necessários, em
média, pelo menos cinco pontos de amostragem por hectare para obter uma estimativa confiável da
população desses fitoparasitos em determinada área.
Palavras-chaves: Saccharum, Meloidogyne, Pratylenchus, variabilidade espacial, populações
INTRODUCTION
Among the many species of nematodes
found in association with sugarcane, there are
three parasites for the Brazilian conditions:
Meloidogyne javanica (Treub) Chitwood, M. incognita (Kofoid & White), and Pratylenchus zeae Gra-
ham (Lordello, 1981; Novaretti & Téran, 1983:
Moura et al., 1990). On average, these species
cause productivity losses between 20 and 40% in
the first cut of susceptible varieties, also reducing
the productivity - and consequently the longevity of sugarcane ratoon stands (Dinardo-Miranda,
2006).
Sci. Agric. (Piracicaba, Braz.), v.66, n.2, p.188-194, March/April 2009
Spatial distribution of plant-parasite nematodes
Several studies have been conducted in order
to evaluate the effectiveness of control methods
such as chemical nematicides (Dinardo-Miranda &
Garcia, 2002; Silva et al., 2006), resistant varieties
(Dinardo-Miranda et al., 1996; 2003b; Garcia et al.,
1997), organic matter (Novaretti & Nelli, 1985;
Dinardo-Miranda et al., 2003a), and crop rotation
(Rosa et al., 2003; Dinardo-Miranda & Gil, 2005).
However, no studies report on the spatial distribution
of nematodes in sugarcane fields. Such studies are
indispensable for the development of sampling plans,
aimed at their application in integrated management
programs (Taylor, 1984; Southwood, 1978; Giles et
al., 2000).
The spatial distribution of nematodes in
the field is frequently described as aggregate
(Ferris & Wilson, 1987), which means that there
is spatial dependence between the populations in
the sampled points. In view of this, geostatistics
is the most adequate tool for the study of
these populations, since it quantifies the spatial
dependence between field-collected samples to
be quantified and used to construct maps (Leibhold
et al., 1993; Roberts et al., 1993; Ellsbeury et al.,
1998).
The present study aimed to characterize the
spatial distribution of M. javanica, P. zeae or mixed
populations of P. zeae and P. brachyurus (Godfrey)
Filipjev & Schuurmans Stekhoven in sugarcane, using geostatistical analysis, so as to provide guidance
for sampling procedures in the field.
MATERIAL AND METHODS
The spatial distribution of M. javanica, P.
zeae, and mixed populations of P. zeae and P.
brachyurus was studied in six commercial fields,
whose characteristics are presented in Table 1. Areas ranging from 0.26 to 0.50 ha were selected in
each field. Samplings were obtained in these areas
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during the rainy season, when populations usually
peak due to favorable moisture and temperature
conditions, as well as to abundant root growth.
Samples were collected within rectangular grids measuring 7 × 12 m (areas 1 to 4), 7 × 10 m (area 5),
or 5 × 13 m (area 6), (Table 1). Each sample was
represented by about 50 g sugarcane roots, from
which the nematodes were extracted by a combination of sifting and centrifugal flotation methods, in
sucrose solution, according to Coolen & D´Herde
(1972).
Data were initially analyzed by descriptive
statistics and mean, standard deviation, coefficient
of variation, maximum value, minimum value, skewness and kurtosis were obtained using the Statistical
Analysis System (SAS Institute, 1995). In order to
obtain lower coefficients of variation, data were
transformed to log(x+1), and basic statistics were
recalculated.
To verify the hypothesis of normality of the
data, the Shapiro & Wilk (1965) test was carried out
using the Statistical Analysis System (SAS Institute,
1995). After this, geostatistical analyses of t (...truncated)