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Rice Responses to the Stem Borer Diatraea saccharalis (Lepidoptera: Crambidae) by Infrared-Thermal Imaging: Implications for Field Management

23 Sept 2024 · 10.20944/preprints202409.1690.v1

Abstract

Diatraea saccharalis (Fabricius) is one of the main pests of rice crops and its early detection, that is, before the plants show damage, is essential to avoid yield losses and define effective and rational control. This work aimed to model the infrared-thermal responses of rice cultivars to D. saccharalis infestation levels. Between 2019 and 2020, two experiments were conducted in a protected environment with the cultivars IR 40 and BR IRGA 409, which presented, in a previous study, different resistance reactions. Rice plants grown in pots were manually infested with first-instar larvae of D. saccharalis, from 0 to 10 caterpillars/plant, with the plants kept in cages covered with voile fabric throughout the test. With the adjustment of regression models, it was noticed that the leaf surface temperature is related to the level of infestation and could be used to detect which IR 40 is susceptible.

Plant phenotyping relevance

赤外線サーモグラフィーでイネ葉面温度から害虫感染レベルと感受性を推定する方法が研究の中心であり、植物状態の取得・推定に該当する。

abstractThis work aimed to model the infrared-thermal responses of rice cultivars to D. saccharalis infestation levels.
abstractthe leaf surface temperature is related to the level of infestation and could be used to detect which IR 40 is susceptible.

Code and data availability

The preprint's Data Availability Statement points to the authors' experimental dataset (leaf temperature, infestation, and resistance trait measurements) deposited in Harvard Dataverse under DOI 10.7910/DVN/Q1DRVV. This is a paper-specific, publicly accessible phenotype dataset. No author analysis code or trained model

Datasetpublic

n (AIC) and the root-mean-squared-error (RMSE) were used to choose and evaluate the goodness-of-fit of models. The analyses were performed with the R software (www.r-project.org). Data Availability Statement: The experimental data that support the results and findings of this study are openly available in Harvard DataverseV1 at https://doi.org/10.7910/DVN/Q1DRVV. References 1. Bortoli, S. A. D., Dória, H. O. S., Albergaria, N. M. M. S., & Botti, M. V. (2005). Biological aspects and damage of Diatraea saccharalis (Lepidoptera: Pyralidae) in sorghum, under different doses of nitrogen and potassium. Ciência e Agrotecnologia, 29(2), 267-273. https://doi.org/10.1590/S1413-70542005000200001

Open resource ↗Harvard Dataverse · 10.7910/DVN/Q1DRVV · pdf-layout-page:7 lines:1-60

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