Estimation of temperature-dependent growth profiles for the assessment of time of hatching in forensic entomology

Author:

Pigoli Davide1,Ferraty Frédéric2,Aston John A D3,Mazumder Anjali4,Richards Cameron5,Hall Martin J R5

Affiliation:

1. Department of Mathematics, King’s College London , London , UK

2. Toulouse Mathematics Institute, University of Toulouse , Toulouse , France

3. Statistical Laboratory, DPMMS, University of Cambridge , Cambridge , UK

4. The Alan Turing Institute , London , UK

5. Department of Life Sciences, Natural History Museum , London , UK

Abstract

Abstract Forensic entomology contributes important information to criminal investigations. This paper proposes a novel method to estimate the hatching time of fly larvae based on the temperature profile at the crime scene and on experimental data on larval development, where larvae are exposed to a constant temperature. We develop a dynamic model to estimate the growth curve under time-varying temperature profiles and the corresponding hatching time at the crime scene. Asymptotic properties are provided for the proposed estimators, and we explore their robustness via simulations. The proposed methodology is demonstrated on data from two criminal cases from the UK.

Publisher

Oxford University Press (OUP)

Subject

Statistics, Probability and Uncertainty,Statistics and Probability

Reference39 articles.

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4. A fly in the ointment: How to predict environmentally-driven phenology of an organism that partially regulates its microclimate;Chappell;Frontiers in Ecology and Evolution

5. Impact of constant versus fluctuating temperatures on the development and life history parameters of aldrichina grahami (diptera: Calliphoridae);Chen;Insects,2019

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