Natural traces in forensic investigations: Integrating biological trace analysis and artificial intelligence in forensic investigations

Natural traces in forensic investigations: Integrating biological trace analysis and artificial intelligence in forensic investigations

Natural traces in forensic investigations: Integrating biological trace analysis and artificial intelligence in forensic investigations

https://www.openaccessgovernment.org/article/natural-traces-in-forensic-investigations-integrating-biological-trace-analysis-and-artificial-intelligence-in-forensic-investigations/211627/

Publish Date: 2026-07-09 09:37:00

Source Domain: www.openaccessgovernment.org

Here are 6 key points summarizing the article:

  • Expanded Evidence Sources: The Natural Traces Consortium is broadening the scope of forensic science by incorporating biological and environmental materials for investigating crime scenes, covering 11 major areas of focus.

  • Forensic Entomology for Time since Death: This area focuses on using insects to estimate the time elapsed since death, playing a crucial role in the post-mortem process and victim movement.

  • eDNA and Metagenomics for Mixed Biological Traces: Developing advanced methods to analyze and accurately interpret mixed biological evidence and non-human DNA traces, enhancing the evidential weight in forensic contexts.

  • AI and Likelihood Ratio for Evidence Evaluation: Implementing artificial intelligence alongside likelihood ratio frameworks to standardize, interpret, and evaluate evidence across various forensic domains.

  • DNA Methods for Identification and Profiling: Innovating DNA-based technologies for species identification, human profiling, and analysis of biological traces, including in wildlife forensics.

  • Use of Airborne Traces for Crime Scene Reconstruction: Integrating air forensics with environmental DNA to reconstruct crime scenes, utilizing airborne biological traces to provide context and details about the incidents before they are deposited elsewhere.