NWGS Grid™ Featured
Wastewater genomic surveillance, geospatial analytics, machine learning, and public-health intelligence.
Four of the five Knowledge Helix™ pathways light up in this project. Each one is backed by the published research.
- DT ↔ INWastewater, genomic, geospatial, and clinical data are brought together to reveal infectious-disease signals, surveillance coverage, and public-health patterns. Papers: #117, #134
- RS ↔ DSResearch questions become evidence: five papers accepted to the 12th International Conference on Environmental Pollution, Treatment and Protection (ICEPTP 2027). Papers: #117, #133, #134, #135, #136
- AI ↔ IVMachine-learning models and probabilistic forecasts test how well wastewater signals anticipate respiratory-virus hospitalizations. Papers: #133, #135
- ED ↔ IMFindings on public-health equity and on the limits of wastewater surveillance, such as observable population and lead time, inform communities and decision-makers. Papers: #117, #136
- Decoding Tennessee Wastewater Surveillance: A Multimodal Geospatial Assessment of Infectious-Disease Signals, Surveillance Coverage, and Public-Health Equity12th International Conference on Environmental Pollution, Treatment and Protection (ICEPTP 2027), CSEE 2027 Congress · April 8–10, 2027 · London, UK · Paper ID 117Status: Accepted (final version uploaded) · Author: Victoria Love Franklin
- From Wastewater Signals to Clinical Burden: A Multimodal Machine-Learning and Geospatial Evaluation of Respiratory Virus Surveillance Across United States Jurisdictions12th International Conference on Environmental Pollution, Treatment and Protection (ICEPTP 2027), CSEE 2027 Congress · April 8–10, 2027 · London, UK · Paper ID 133Status: Accepted (final version uploaded) · Author: Victoria Love Franklin
- NWGS Grid: A Multimodal Wastewater Genomic Surveillance Framework for Geospatial, Genomic, and Public Health Intelligence, United States, October 2022–September 202612th International Conference on Environmental Pollution, Treatment and Protection (ICEPTP 2027), CSEE 2027 Congress · April 8–10, 2027 · London, UK · Paper ID 134Status: Accepted (final version uploaded) · Author: Victoria Love Franklin
- Beyond Point Accuracy: Probabilistic Evaluation of Wastewater-Informed Respiratory Hospitalization Forecasts in Fifteen U.S. States12th International Conference on Environmental Pollution, Treatment and Protection (ICEPTP 2027), CSEE 2027 Congress · April 8–10, 2027 · London, UK · Paper ID 135Status: Accepted (final version uploaded) · Author: Victoria Love Franklin
- Two Ceilings on Wastewater-Based Surveillance: Observable Population Worldwide and Operational Lead Time in the United States12th International Conference on Environmental Pollution, Treatment and Protection (ICEPTP 2027), CSEE 2027 Congress · April 8–10, 2027 · London, UK · Paper ID 136Status: Accepted (final version uploaded) · Author: Victoria Love Franklin
- NWGS Grid™ Application Open ↗Interactive application for multimodal wastewater surveillance, genomic intelligence, geospatial context, model evaluation and forecasting, and public-health analysis.
Explore the NWGS Grid™ application ↗ See it on GeoHUB → See the research profile →





