● ILLUSTRATIVE FACTORS
H
Operational intelligence / CarbonRoute

Make every shipment a smarter route.

Explore freight emissions, transportation spend, and the trade-offs of moving goods across different modes.

#83Hugdrigo project
Demonstration data and editable illustrative emission/cost factors. Not a verified carbon inventory, route planner, or logistics quote.

Emissions by transport mode

Estimated metric tons CO₂e · active shipments

LIVE CALCULATION

Shipment mix

Share of estimated emissions, not shipment count

4 MODES
0t CO₂e

Highest-impact shipments

Prioritized by modelled baseline emissions

ShipmentRouteModeFreight weightEmissionsEstimated cost

Planning insights

Reproducible insights from current inputs

MODEL NOTES

Emission efficiency by mode

Editable kg CO₂e per tonne-km

Factors are example assumptions, not an official source or carbon accounting standard.

Freight registry / Portfolio

Trace the impact of every movement.

Edit individual shipments, control assumptions, and prioritize emission and cost hotspots.

Shipment registry

Active shipments determine dashboard totals. Archived records are excluded.

Shipment / referenceRouteModeDistanceWeightEmissionsCostActions
Strategic trade-offs / Scenario lab

Explore better ways to move.

Model a hypothetical mode shift, distance variation, and fuel efficiency change across selected shipments.

Compare logistics pathways

Change one assumption at a time or combine them for stress testing.

SCENARIO / NOT ROUTING ADVICE

Mode shift presets

Only applies to eligible active shipments

100%
0%
0%
Feasibility, delivery times, multimodal handling, infrastructure, and available transport services are not modelled. Only numerical what-if effects are compared.

Baseline vs. scenario

Portfolio totals with the selected assumptions

BASELINE

Mode-level comparison

Baseline and scenario emissions, metric tons CO₂e

BEFORE / AFTER

Shipment-level changes

Cost and emissions reflect the scenario configuration, not a quoted transport plan

ShipmentBaseline modeScenario mixBaseline t CO₂eScenario t CO₂eCost delta (USD)
Transparent assumptions / Methodology

Every number should tell you why.

Inspect the calculations, adjust illustrative factors, and understand the limits of the model.

Editable mode assumptions

Used for all existing and new shipments

Calculation logic

Transparent formulas, no opaque model

REPRODUCIBLE

Each shipment uses the editable mode coefficient, weight, and distance. Factor values are supplied as examples, not third-party measurements.

tonne-km = tonnes × kilometres
kg CO₂e = tonne-km × emission factor
t CO₂e = kg CO₂e / 1,000
transport cost = tonne-km × cost factor
scenario CO₂e = (unshifted baseline portion + shifted scenario portion) × (1 + distance %) × (1 + efficiency %)
scenario cost = blended per-mode cost × (1 + distance %)

The efficiency adjustment changes emission intensity, not freight cost. Fractional shifting blends portions of eligible shipments rather than splitting real operational consignments.

Understanding transport modes

Use as a planning exercise, not for official disclosure

Important limitations. This is a static educational scenario simulator. It does not validate actual distances, collect live carrier prices, include warehouse handling, upstream energy, refrigerants, transshipment, fuel lifecycle boundaries, load factors, time constraints, route access, or independently certified emission factors. Illustrative estimates must not be described as actual Scope 3 emissions or official carbon footprints.
Data ownership / Privacy

Your analysis stays with you.

Export structured records, restore a validated JSON backup, or reset the demonstration workspace. No API key required.

Export & backup

Get your project data without account sign-in

LOCAL FIRST
Shipment tableExport your registry as CSV
JSON backupShipments, assumptions, and scenario preferences
JSON restoreValidate a previously exported backup
Data is stored in this browser's local storage when permitted. Use a JSON export for portable backups.

Workspace controls

Reset without affecting your other applications

Shipment records0
Model settings4 transport modes
External requestsNone
Cloud databaseNot connected

Resetting overwrites saved data in this browser after confirmation. It does not delete Hugging Face repository files.

Import specification

Safeguards for local JSON restore

Accepted file

A JSON backup generated by CarbonRoute with version: 1. Records with invalid distances, weights, IDs, or transport modes are rejected.

Data security

Imported text is escaped before rendering. Files are read locally in your browser. This demo does not send data to a server.

CARBONROUTE · HUGDRIGO LABS · PROJECT #83   ● Local-first & no external APIs