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Spatio-temporal dynamic climate model for Neoleucinodes elegantalis using CLIMEX.

Ricardo Siqueira da Silva1,2, Lalit Kumar3, Farzin Shabani3

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Summary

This study modeled seasonal climate suitability for the tomato fruit borer, Neoleucinodes elegantalis. Findings show peak pest abundance during summer and autumn, aiding timely crop management strategies.

Keywords:
ModelingSmall tomato borerSolanaceaeSpatio-temporal dynamics

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Area of Science:

  • Agricultural Entomology
  • Ecological Modeling
  • Pest Management

Background:

  • Understanding insect population dynamics is crucial for crop management.
  • Ecological modeling aids in predicting seasonal insect patterns and favorable climate conditions.
  • The CLIMEX model was enhanced for spatio-temporal climate suitability analysis.

Purpose of the Study:

  • To determine monthly climate suitability variations for Neoleucinodes elegantalis in tomato crops.
  • To utilize the latest CLIMEX version for assessing pest ecology.
  • To validate model predictions with field data.

Main Methods:

  • Employed the CLIMEX semi-mechanistic niche model to assess spatio-temporal dynamics.
  • Analyzed monthly climate suitability for Neoleucinodes elegantalis across five tomato crop locations.
  • Verified simulation results using field data on insect density.

Main Results:

  • Observed seasonal variations in Neoleucinodes elegantalis abundance, peaking in summer and autumn (first 6 months).
  • Demonstrated strong agreement between CLIMEX weekly growth index (GIw) and N. elegantalis density.
  • Confirmed model accuracy through field data verification.

Conclusions:

  • The CLIMEX model accurately predicts seasonal climate suitability for Neoleucinodes elegantalis.
  • Results provide valuable insights for timing pest management interventions.
  • Timely sampling and control strategies can be implemented during periods of high pest suitability.