SIMULATED LIVE
All three maps are simulated visualizations for education / research. Real inventory, contamination, and case data are proprietary or incomplete. Models combine public outbreak reports with synthetic shelf-stock and proximity scoring. Not affiliated with any brand or agency.

Foodborne Pathogen Risk Heatmaps

Three interactive Leaflet maps sharing the same engine: live-updating shelf-stock simulation, pathogen-specific risk scoring, facility markers, contamination/outbreak zones, multi-select product portfolios, and city-level tables. Click any card to open the full map.

Cyclospora · Produce

Taylor Farms · Leafy Greens

Live shelf stock + cyclosporiasis risk heatmap

  • Primary focusSalad kits & leafy greens
  • Key risk driverAg zones (Salinas / Yuma)
  • Pathogen scoreCyclospora
  • Facilities8 processing sites
  • Cities tracked~140 US metros
Listeria · Deli / Lunchmeat

Deli Meats · RTE Lunchmeat

Live shelf stock + Listeria risk heatmap

  • Primary focusBoar’s Head + deli meats
  • Key outbreak2024 Jarratt VA (61 / 10)
  • Pathogen scoreListeria
  • Facilities8 plants / hubs
  • Cities tracked~140 US metros
Salmonella · Shell Eggs

Shell Eggs · Salmonella

Live shelf stock + Salmonella risk heatmap

  • Primary focusMidwest Poultry / TX farms
  • Key outbreak2025–26 (98 cases / 26 hosp)
  • Pathogen scoreSalmonella
  • Facilities8 farms / hubs
  • Cities tracked~140 US metros

All Three Datasets at a Glance

Cyclospora (Taylor / Produce)

Simulated risk for leafy-green salad kits and related products historically associated with cyclosporiasis outbreaks.

  • Zones: Salinas Valley, Yuma/Imperial, Central Valley CA, Nogales corridor, Florida winter veg, Rio Grande.
  • Products: Taylor Farms kits, Earthbound, Eat Smart, Marketside, private-label chopped kits, high-susceptibility jalapeño-linked items.
  • Model drivers: proximity to ag contamination zones, product cyclo susceptibility (0–1), low shelf stock, multi-SKU portfolio multiplier.

Listeria (Deli / Lunchmeat)

Simulated risk centered on the 2024 Boar’s Head outbreak and subsequent RTE meat / deli recalls through 2026.

  • Key public event: Boar’s Head Jarratt, VA plant — 61 cases, 60 hospitalizations, 10 deaths across 19 states (largest US listeriosis outbreak in > a decade). Expanded recall ~7 million lb.
  • Later signals: Yu Shang Food (2024), Fresh & Ready Foods (2025), City Foods / Bea’s Best pastrami & corned beef (Chicago, Aug 2026), multiple smaller RTE recalls.
  • Zones: Jarratt VA epicenter, Northeast deli corridor, Mid-Atlantic, Midwest processing, Southeast case cluster, Southwest.
  • Products: Boar’s Head liverwurst / ham / turkey / bologna, Old Country, Dietz & Watson, Hillshire, Oscar Mayer, private-label deli, 2026 City Foods pastrami.
  • Model drivers: distance to known plants, product susceptibility (liverwurst highest), cold-chain distance, multi-SKU portfolio.

Salmonella (Shell Eggs)

Simulated risk tied to the 2025–2026 multistate Salmonella Enteritidis outbreak linked to Midwest Poultry Services Texas farms.

  • Key public event: ~1.59 million dozen shell eggs recalled (white + brown cage-free). 98 illnesses, 26 hospitalizations, 0 deaths reported across 17 states (AZ, CA, CO, GA, IL, LA, MI, MO, MS, NC, NM, NV, NY, OK, SC, TX, WV). Illness onset Nov 2025 – Jun 2026.
  • Brands / packs: Kroger, Simple Truth, Brookshire’s, Cal-Maine, Country Morning, plus conventional private-label and higher-risk cage-free SKUs.
  • Zones: Texas production farms (epicenter), TX–OK–LA–NM–MS–AR distribution belt, Midwest Poultry IN hub, South-Central / Southwest / Southeast secondary clusters.
  • Model drivers: proximity to TX farms + IN HQ, product susceptibility (cage-free brown highest, pasteurized lowest), stock pressure, portfolio size.

Shared Engine Features (all three maps)

Map Layers

  • Dark CARTO basemap
  • City circle markers sized & colored by simulated shelf stock
  • Heat layer weighted toward pathogen score
  • Toggleable outbreak / facility zones with labels
  • Green facility markers with popups

Controls & Live Simulation

  • Multi-select product portfolio (raises cumulative risk)
  • Portfolio multiplier slider (1×–14×)
  • City search + sortable table (City / Stock / Risk / Pathogen)
  • Auto-live tick every ~7 s (stock & risk drift)
  • Stats: Avg Units · Low Stock · High Risk · Pathogen Score

Risk Formula (shared structure)

  • Distance to nearest known facility / farm
  • Zone intensity fall-off (haversine)
  • Product susceptibility coefficient
  • Inverse of current shelf-stock %
  • SKU count × portfolio multiplier
  • Small random noise for live feel