NWS Risk and Operational Decision Assessment

epidemiology

modeling

Build automated tools to assess NWS risk and support APHIS operational decision making.

HUB-GENERATED RESEARCH

NWS Risk and Operational Decision Assessment

Scaffold project summary

This summary was assembled from current GeoEpi project metadata and is pending project-level review.

Build automated tools to assess NWS risk and support APHIS operational decision making.

Abstract

This GeoEpi project brings together automated tools for NWS risk assessment and support of APHIS operational decision making. Registered work includes geostatistical modeling, cellular automata, data processing, dashboard pipelines, custom LLM, and a group NWS repository.

Themes and topics

epidemiology modeling NWS risk risk assessment operational decision making automated tools

Associated subprojects

Cochliomyia Hominivorax Interpretation and Model Evaluation

CHIME is a gpt-oss-120b LLM for integrating New World screwworm (NWS) knowledge, interpreting model outputs, generating adversarial scenarios, and orchestrating computational experiments across linked models and HPC workflows.

geoepi/chime-nwsAccess currently restrictedAbout repository access

Bayesian NWS Geostatistical Model

Joint spatiotemporal modeling of NWS occurrence and intensity.

Canonical repository: geoepi/hominivorax-geostat

NWS Cellular Automata

Initial Cellular Automata spread model, driven by environmental suitability and connectivity (no pop dynamics).

geoepi/hominivorax-CAAccess currently restrictedAbout repository access

Pipeline for CDS Data Processing

Automated pipeline for retrieving and preprocessing clinate and environmental rasters from the Climate Data Store (CDS).

Canonical repository: geoepi/cds-datagrab

Pipeline for NWS Dashboard

Pipeline for reformmating NWS modeling results for use in Tableau dashboard.

geoepi/nws-postprocessingAccess currently restrictedAbout repository access

Group NWS Repository

Original group repository, cloned to Atlas. Includes parameter summaries, data directory schema, and project sandbox.

geoepi/NWScrewwormAccess currently restrictedAbout repository access

Landscape connectivity passage model

A general-purpose R package for constructing and analyzing landscape conductance, resistance, passage, and connectivity surfaces.

geoepi/traverseAccess currently restrictedAbout repository access

Authoritative Hub project record