# Temperature-dependent developmental modeling of protophormia terraenovae (Diptera: Calliphoridae) and its application in PMI inference

**Authors:** Yali Guo, Yuequn Niu, Bo Wang, Zhou Li, Minghao Zhang, JiaHao Guo, Jifeng Cai, Fanming Meng

PMC · DOI: 10.3389/finsc.2026.1774730 · Frontiers in Insect Science · 2026-02-18

## TL;DR

This study models the development of a blow fly species in cold regions to improve postmortem time estimation in forensic investigations.

## Contribution

New temperature-dependent developmental models for Protophormia terraenovae to enhance PMI estimation accuracy.

## Key findings

- Developmental duration decreased from 779.33 hours at 15°C to 396.67 hours at 25°C.
- Hatching and third-instar stages showed the strongest temperature sensitivity.
- Pupal weight was identified as a more reliable growth indicator than length or width.

## Abstract

Protophormia terraenovae is a forensically important blow fly species in cold regions. This study investigated its development at constant temperatures (15-25°C). Results showed that developmental duration significantly decreased with increasing temperature, with the total period ranging from 779.33 hours at 15 °C to 396.67 hours at 25 °C. The hatching and third-instar larval stages were most temperature-sensitive. We established Isomorphen and Isomegalen models, which visually illustrated the prolongation of development progress and the increased time required for larval growth per millimeter as temperature decreased. Thermal summation models indicated a strong linear relationship for the hatching and third-instar stages. Furthermore, we found that pupal weight was a more reliable growth indicators than length or width. This study provides fundamental developmental data and models for improving the accuracy of postmortem interval estimation using P. terraenovae in forensic practice.

## Linked entities

- **Species:** Protophormia terraenovae (taxon 34676)

## Full-text entities

- **Diseases:** weight loss (MESH:D015431), water loss (MESH:D000069578)
- **Chemicals:** glycerol (MESH:D005990), ethanol (MESH:D000431), glycogen (MESH:D006003)
- **Species:** Drosophila subobscura (species) [taxon 7241], Drosophila melanogaster (fruit fly, species) [taxon 7227], Diptera (flies, order) [taxon 7147], Lucilia cuprina (Australian sheep blowfly, species) [taxon 7375], Homo sapiens (human, species) [taxon 9606], Anastrepha grandis (South American cucurbit fruit fly, species) [taxon 87114], Lucilia sericata (common green bottle fly, species) [taxon 13632], Protophormia terraenovae (blue-arsed fly, species) [taxon 34676], Ovis aries (domestic sheep, species) [taxon 9940]

## Full text

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## Figures

7 figures with captions in the complete paper: https://tomesphere.com/paper/PMC12958058/full.md

## References

40 references — full list in the complete paper: https://tomesphere.com/paper/PMC12958058/full.md

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Source: https://tomesphere.com/paper/PMC12958058