An Eco-Friendly Dual-Tracer Method Combining Synthetic DNA Fragments and Heat for High-Resolution Characterization of Aquifer Hydraulic Conductivity
Abstract
Developing environmentally benign, high-resolution subsurface imaging is imperative for sustainable groundwater management. However, traditional tracers (ions, dyes, isotopes) face challenges due to limited variety, low sensitivity, and contamination risks. We present a dual-tracer approach where synthetic DNA fragments (DNA tracers) and heat (thermal tracer) play complementary roles: heat provides priors, while DNA serves as the primary tracer for high-resolution, eco-friendly hydraulic conductivity characterization. This method improved predictive accuracy in hydraulicdrawdown (R2= 0.80, RMSE= 0.95cm, MAE= 0.67 cm), over individual tracers (R2= 0.67-0.75, RMSE= 1.09-1.51cm, MAE= 0.80-1.11cm). Leveraging a biodegradable library, DNA tracers achieved high sensitivity with minimal hazards, significantly outperforming dye tracers, which achieved R2 =0.66(RMSE=1.10 cm, MAE=0.83 cm),when fused with thermal tracers due to narrow variety and low detection sensitivity. This highlights the significance of fusing biological and thermal tracers for precise, sustainable aquifer characterization.
Fields of Study & Subjects
Groundwater flow and contamination studies
Groundwater and Isotope Geochemistry
Water Quality and Resources Studies
Publication details
- Journal / source
- Figshare
- Publication date
- 10 January 2026
- Document type
- Dataset