Geostatistical analysis of the spatial variation of the berry borer and leaf miner in a coffee agroecosystem

Abstract

The advent of geostatistics and geographical information systems has made it possible to analyze complex spatial patterns of ecological phenomena over large areas in applied insect ecology and pest management. The objective of this study was to use geostatistics to characterize the spatial structure and map the spatial variation of damage caused by the berry borer (Hypothenemus hampei) and leaf miner (Leucoptera coffeella) in a coffee agroecosystem planted with the cultivar Catuai Vermelho IAC-99. Infestations of berry borer and leaf miner were evaluated in fruits and leaves, respectively. The pests were monitored at 67 georeferenced points in an area of 6.6 ha in 2005, 2006 and 2007. Variograms estimated by the method of moments (MoM) and residual maximum likelihood REML were compared. The latter were generally better in terms of the kriging error coefficients. Spherical variograms estimated by REML for berry borer infestation in fruits had ranges of spatial dependence of 34.62-118.4 m and for the leaf miner they were 53.93-133.7 m. For models fitted by weighted ordinary least squares (OLS) to the MoM experimental variogram, the ranges varied between 37.22 and 68.67 m for the berry borer and 100 and 155.4 m for leaf miner infestation. The variogram model parameters were used with the data for ordinary kriging to map the spatial variation of coffee pests for different monitoring periods. If there was no suitable variogram, inverse distance weighting was used to map the variation. The maps enabled visualization of the intensity of infestation of the insect pests for the different periods evaluated.

Management zones in coffee cultivation

“…This volume was used for the count of fruits for each maturation stage (dry, overripe, cherry and green), transforming it into percentage to use in the calculation of the maturation index, described by Alves et al (2011).…”

Variabilidade espacial e temporal do fósforo, potássio e da produtividade de uma lavoura cafeeira

“…A diversidade desses fatores pode influenciar fortemente sobre a produtividade do cafeeiro e ainda o manejo da lavoura de forma homogênea pode acarretar redução de rentabilidade do produtor rural. Nesse sentido, análises espaciais de produtividade tendem a possibilitar o gerenciamento mais eficiente do processo produtivo (ALVES et al, 2009). …”

Análise da variabilidade espacial da força de desprendimento dos frutos do cafeeiro sob pivô central

“…A análise espacial pode maximizar os retornos econômicos, fazendo uma gestão agrícola mais eficiente (ALVES et al, 2011). Com mapas de variação espacial da força de desprendimento dos frutos, por exemplo, os agricultores podem identificar as áreas onde a colheita deve ser iniciada (FERRAZ et al, 2012).…”

“…Análises geoestatísticas foram usadas em lavouras de café para o estudo da distribuição espacial da infestação de pragas, como a broca e o bicho-mineiro (ALVES et al, 2011), infecções de doenças, como a ferrugem e a cercosporiose (ALVES et al, 2009), atributos físicos do solo e características agronômicas da cultura do café (CARVALHO et al, 2013) da produção de café (SILVA et al, 2007(SILVA et al, , 2008(SILVA et al, , 2010, da desfolha da planta durante a colheita (SILVA et al, 2010) e fertilizantes no solo (SILVA et al, 2008).…”