Risk Assessment for Tomato Fruitworm in Processing Tomato Crop-Egg Location and Sequential Sampling
<i>Helicoverpa armigera</i> is one of the key pests affecting processing tomatoes and many other crops. A three-year study was conducted to describe the oviposition preferences of this species on determinate tomato plants (mainly the stratum, leaf, leaflet, and leaf side) and the spatial...
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doaj-32ed52e8e93642be887b4dff5c6b86f92020-12-29T00:01:48ZengMDPI AGInsects2075-44502021-12-0112131310.3390/insects12010013Risk Assessment for Tomato Fruitworm in Processing Tomato Crop-Egg Location and Sequential SamplingElisabete Figueiredo0Catarina Gonçalves1Sónia Duarte2Maria C. Godinho3António Mexia4Laura Torres5Linking Landscape, Environment, Agriculture and Food (LEAF), Instituto Superior de Agronomia, Universidade de Lisboa, 1349-017 Lisboa, PortugalRAIZ—Instituto de Investigação da Floresta e Papel, Quinta de São Francisco, Apartado 15, 3801-501 Eixo-Aveiro, PortugalLinking Landscape, Environment, Agriculture and Food (LEAF), Instituto Superior de Agronomia, Universidade de Lisboa, 1349-017 Lisboa, PortugalEscola Superior Agrária de Santarém, Instituto Politécnico de Santarém, Quinta do Galinheiro, S. Pedro, 2001-904 Santarém, PortugalLinking Landscape, Environment, Agriculture and Food (LEAF), Instituto Superior de Agronomia, Universidade de Lisboa, 1349-017 Lisboa, PortugalCITAB-Centre for the Research and Technology of Agro-Environmental and Biological Sciences, Universidade de Trás-os-Montes e Alto Douro, Quinta de Prados, 5000-801 Vila Real, Portugal<i>Helicoverpa armigera</i> is one of the key pests affecting processing tomatoes and many other crops. A three-year study was conducted to describe the oviposition preferences of this species on determinate tomato plants (mainly the stratum, leaf, leaflet, and leaf side) and the spatial pattern of the eggs in the field, to form a sequential sampling plan. Eggs were found mainly in the exposed canopy, on <i>leaves a</i> (upper stratum) and <i>b</i> (upper-middle stratum) and significantly fewer eggs on <i>leaf c</i> (middle-lower stratum) below flower clusters. This vertical pattern in the plant was found in all phenological growth stages. The spatial pattern was found to be aggregated, with a trend towards a random pattern at lower densities. A sequential sampling plan was developed, based on Iwao’s method with the parameters of Taylor’s power law, with minimum and maximum sample size of 20 and 80 sample units (plants), respectively (two leaves/plant). For its validation, operating characteristic (OC) and average sample number (ASN) curves were calculated by means of simulation with independent data sets. The β-error was higher than desirable in the vicinity of the economic threshold, but this sampling plan is regarded as an improvement both in effort and precision, compared with the fixed sample plan, and further improvements are discussed.https://www.mdpi.com/2075-4450/12/1/13<i>Helicoverpa armigera</i>oviposition preferencespatial patternTaylor’s power lawIwao’s procedureclassification sequential plan |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Elisabete Figueiredo Catarina Gonçalves Sónia Duarte Maria C. Godinho António Mexia Laura Torres |
spellingShingle |
Elisabete Figueiredo Catarina Gonçalves Sónia Duarte Maria C. Godinho António Mexia Laura Torres Risk Assessment for Tomato Fruitworm in Processing Tomato Crop-Egg Location and Sequential Sampling Insects <i>Helicoverpa armigera</i> oviposition preference spatial pattern Taylor’s power law Iwao’s procedure classification sequential plan |
author_facet |
Elisabete Figueiredo Catarina Gonçalves Sónia Duarte Maria C. Godinho António Mexia Laura Torres |
author_sort |
Elisabete Figueiredo |
title |
Risk Assessment for Tomato Fruitworm in Processing Tomato Crop-Egg Location and Sequential Sampling |
title_short |
Risk Assessment for Tomato Fruitworm in Processing Tomato Crop-Egg Location and Sequential Sampling |
title_full |
Risk Assessment for Tomato Fruitworm in Processing Tomato Crop-Egg Location and Sequential Sampling |
title_fullStr |
Risk Assessment for Tomato Fruitworm in Processing Tomato Crop-Egg Location and Sequential Sampling |
title_full_unstemmed |
Risk Assessment for Tomato Fruitworm in Processing Tomato Crop-Egg Location and Sequential Sampling |
title_sort |
risk assessment for tomato fruitworm in processing tomato crop-egg location and sequential sampling |
publisher |
MDPI AG |
series |
Insects |
issn |
2075-4450 |
publishDate |
2021-12-01 |
description |
<i>Helicoverpa armigera</i> is one of the key pests affecting processing tomatoes and many other crops. A three-year study was conducted to describe the oviposition preferences of this species on determinate tomato plants (mainly the stratum, leaf, leaflet, and leaf side) and the spatial pattern of the eggs in the field, to form a sequential sampling plan. Eggs were found mainly in the exposed canopy, on <i>leaves a</i> (upper stratum) and <i>b</i> (upper-middle stratum) and significantly fewer eggs on <i>leaf c</i> (middle-lower stratum) below flower clusters. This vertical pattern in the plant was found in all phenological growth stages. The spatial pattern was found to be aggregated, with a trend towards a random pattern at lower densities. A sequential sampling plan was developed, based on Iwao’s method with the parameters of Taylor’s power law, with minimum and maximum sample size of 20 and 80 sample units (plants), respectively (two leaves/plant). For its validation, operating characteristic (OC) and average sample number (ASN) curves were calculated by means of simulation with independent data sets. The β-error was higher than desirable in the vicinity of the economic threshold, but this sampling plan is regarded as an improvement both in effort and precision, compared with the fixed sample plan, and further improvements are discussed. |
topic |
<i>Helicoverpa armigera</i> oviposition preference spatial pattern Taylor’s power law Iwao’s procedure classification sequential plan |
url |
https://www.mdpi.com/2075-4450/12/1/13 |
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