Indirect Measurement of Shooting Distance by Active Thermography
Background: The analysis of gunshot residue (GSR) is crucial for gaining information on how a crime occurred. This study presents an innovative proof of concept for measuring shooting distances by performing Flash-Pulse active Thermography (FPT). Compared to conventional chemical methods, FPT offers a significant advantage by digitalizing the residue pattern in a non-destructive manner. Methods: Thermal images of cotton canvases, both white and colored, were analyzed to quantify the distribution of gunshot residues after shooting from several distances, specifically focusing on smoke and semi-burnt powders. The proposed approach uses contrast and radial intensity profiles to extract exponential coefficients, which are dependent on the shooting distance. Results: Employing a sigmoid model to fit the coefficients over distance and to derive a characteristic feature used as a classification metric, firing distances can be classified into short, medium, and long range and can be predicted with an uncertainty of less than 5 cm for distances between 18 and 38 cm under the tested conditions. Considerations regarding the influence of different weapons and ammunition are reported, suggesting the potential for a general approach. Conclusions: The methodology has been validated on several samples, demonstrating its feasibility for specific forensic applications. Its most robust use is as a weapon- and ammunition-specific calibration tool, supporting case-specific distance estimation analysis.
Authors
- G. Riccio (ORCID: https://orcid.org/0000-0001-7020-1172)
- Massimiliano Olivieri (ORCID: https://orcid.org/0000-0001-8920-8753)
- Vito Alessandro Spinelli
- Giuseppe Pandarese (ORCID: https://orcid.org/0000-0002-6028-8865)
- Nicola Paone (ORCID: https://orcid.org/0000-0002-1228-8967)
- Milena Martarelli (ORCID: https://orcid.org/0000-0002-7447-6541)
- Vittoria Medici (ORCID: https://orcid.org/0009-0006-6887-9404)
- G. Rizza
Institutions
- Marche Polytechnic University (IT)
Publication Details
- Journal
- Forensic Sciences
- Published
- 2025-11-22
- DOI
- https://doi.org/10.3390/forensicsci5040065
- Citations
- 1
- Primary Topic
- Thermography and Photoacoustic Techniques
- Type
- article
- Field-Weighted Citation Impact
- 0.86