History of Science and Technology, Volume 15, Issue 1, Pages 26-46 , 30/06/2025

Bloodstain in forensics: From visual inspections to AI-assisted pattern analysis and age estimation

Chitnarong Sirisathitkul, Yaowarat Sirisathitkul

Abstract

Bloodstains have long served as critical evidence in forensic investigations, providing insights into the timing and nature of violent crimes. This article traces the historical evolution of bloodstain analysis, from early visual inspection to the adoption of modern methods and technologies. Blood pattern analysis has now advanced into a systematic science and incorporated artificial intelligence technology, offering quantitative insights into the mechanisms of blood spatter. For age estimation of bloodstains, DNA analysis extracts temporal changes in genetic materials from degraded bloodstains. High-performance liquid chromatography further complemented bloodstain investigations by quantifying biochemical markers indicative of time since deposition. Spectroscopic methods, including Raman and infrared spectroscopy, have identified specific molecular vibrations associated with the temporal degradation of blood components, while optical techniques based on photon reflection, absorption, and fluorescence provide alternative pathways for estimating bloodstain age. Smartphone-based colorimetry has emerged as a costeffective and portable solution, tracking the visible progression of blood color from bright red to dark brown over time. Moreover, hyperspectral imaging integrates imaging and spectroscopy, allowing spatially resolved age estimation by analyzing spectral data at the pixel level. This article highlights the historical progression and technological advancements that have shaped bloodstain analysis in forensic discipline. By integrating modern instrumentation with artificial intelligence technologies, the field continues to move closer to reliable on-site analysis. However, challenges such as environmental variability, substrate effects, and standardization remain. Continued research and validation are imperative to refine these methods and establish standardized protocols for forensic applications. This historical and technical overview underscores the transformative impact of interdisciplinary innovation on the evolution of bloodstain analysis, bridging the gap between laboratory research and practical forensic settings.

Document Type

Article

Source Type

Journal

Keywords

age estimationbloodstain pattern analysishyperspectral imagingsmartphone colorimetryspectroscopy

ASJC Subject Area

Social Sciences : ArcheologyArts and Humanities : MuseologyArts and Humanities : History and Philosophy of ScienceArts and Humanities : Archeology (arts and humanities)Arts and Humanities : History


Bibliography


Sirisathitkul, C., & Sirisathitkul, Y. (2025). Bloodstain in forensics: From visual inspections to AI-assisted pattern analysis and age estimation. History of Science and Technology, 15(1) 26-46. doi:10.32703/2415-7422--2025-15-1-26-46

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