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Product tour

Trail-use intelligence for wild places

TrailCount pairs rugged, battery-powered trail counters with a cloud platform that turns raw hiker detections into decisions: where pressure is building, which trailheads carry the load, and how use moves with the seasons. An infrared sensor logs each passer-by to an SD card; once a day the unit wakes and uploads over LTE-M cellular — no cameras, no solar panel, no visitor interaction. This short tour walks through every page of the dashboard using the demo, populated with simulated data — the same software that serves live counters in the field.

Map The park in one view: state-land areas, trailheads, DEC trails, and a usage heat layer.
Graph Time-series and typical-pattern views of any counter, trailhead, or whole wilderness area.
Report The same selection as a sortable table, with CSV export.
Admin Curate trailheads and areas, manage counters and dashboard users.
TrailCount map view of the Adirondack Park
The map on sign-in: Adirondack state lands colored by classification, ready to explore.

Use the contents on the left, the arrows below, or your keyboard’s ← → keys to page through.

Getting in

Sign in and land on the map

Access is by invitation — an administrator creates your account (more on that in the Admin chapter). Signing in drops you onto the map, framed to the whole park, with your filter selections remembered per session as you move between views. Password reset is self-serve from the sign-in page.

TrailCount sign-in page
The sign-in page. Administrators provision accounts; there is no self-service signup.
Shared controls

One filter panel, every view

The left panel reads identically on the Map, Graph, and Report: a date range, the wilderness Areas you care about, and the individual Counters within them. Below the divider live the view-specific controls — the View menu and grouping on Graph and Report, the overlay layers and heat sliders on the Map.

  • Dates default to the last 30 days, ending yesterday (today’s data hasn’t uploaded yet).
  • Areas is a multi-select — pick several to compare them side by side.
  • Counters auto-fills with the selected areas’ counters; prune or search to focus.
  • View (Graph and Report) switches among over-time, typical-hour, typical-weekday, seasonal, and week-over-week lenses.
  • The footer shows the exact build you’re running — handy when confirming a fresh deploy.
Spatial context

The park, its lands, and its trailheads

The map layers the things stewards actually reason about: official state-land unit boundaries (from the Adirondack Park Agency’s land classification, simplified so shared borders stay coincident), DEC trail lines colored by blaze, and trailhead markers colored by recent traffic. Selecting an area outlines it with a glow, frames the view, and reveals its trails and trailheads.

High Peaks Wilderness selected on the map
High Peaks Wilderness selected: boundary glow, DEC trails by type, trailheads colored by 30-day traffic.
  • The Layers panel toggles state-land classifications, DEC parking lots, and trail-usage heat.
  • Ten switchable basemaps (Esri topo by default) — terrain, satellite, USGS, and more.
  • Select multiple areas and the view frames all of them together.
  • Click any trailhead for its details — and a one-click jump to its graph.
Where the impact is

Heat that follows the trail

Most heat maps draw circles around points. TrailCount’s usage layer follows the actual trail network: each trailhead’s glow walks its DEC trails into the backcountry, fading with distance along the trail. A busy flagship trailhead runs wide, deep, and red; a quiet one is a thin yellow thread.

Usage heat corridors on the High Peaks map
Corridor heat over High Peaks: width, reach, and color all scale with each trailhead’s traffic.
  • Usage (absolute) is yellow-to-red by traffic. Vs median is blue below / red above the typical trail.
  • Width and Reach set the busiest trailhead’s footprint; everything else scales beneath it.
  • Curation feeds the heat — reject a trailhead or fix its trails and the glow follows the catalog.
The numbers

From one counter to a whole wilderness

The Graph’s default Over time view plots hiker counts over any date range, grouped by hour, day, week, month, or year as the span allows (hourly for a week or less). Select a whole area and it stays readable: the five busiest counters get their own lines and everything else folds into a single “All others” series — with the busy lines painting first while the long tail loads.

Graph view for a wilderness area
An area’s year at a glance: top five counters plus the combined rest, weekly buckets.
  • A marker at zero is a quiet day the counter called in. A gap is a day it did not.
  • Pick individual counters for exact comparisons, or check Combine trails for one total line.
  • Group by adapts to your range — day for a month, week for a year — and can always be overridden.
The shape of use

When people go, not just how many

Over time is one lens. The View menu folds the same window into the shapes stewards actually ask about — typical hour, typical weekday, the season’s curve — averaged in Eastern Time and skipping days the counter did not call in, so downtime never looks like a quiet trail.

Day-of-week average for High Peaks Wilderness
Day of week: High Peaks’ weekend signature, averaged across a year.
Hour-of-day average for High Peaks Wilderness
Hour of day: arrivals peak in the early morning, then taper through the afternoon.
Weeks compared for High Peaks Wilderness
Weeks compared: each week of the window on a Sunday–Saturday axis, older weeks lighter.
  • Day of year and Week of year show the season’s shape — when it starts, peaks, and tapers.
  • Combine trails still sums the selected counters first, then averages the combined series.
Side by side

One line per area

Select several areas and the graph answers the managerial question directly: which area carries more use, and when? Each area’s counters sum into a single named line — High Peaks against Vanderwhacker, wilderness against wild forest, season against season.

Comparing two areas on the graph
Two areas compared over a year — one summed line each.
The table twin

Totals you can sort and export

Report is the Graph as a table, over the same dates, areas, and counters. Totals is one row per trailhead for the window — sortable, with a grand total. By period is one row per trailhead × bin, using the same grouping as the Graph. Export CSV downloads exactly what’s on screen.

Report totals for High Peaks Wilderness
Visitor totals for High Peaks, sorted by visits — ready to export.
Stewardship operations

Curate the catalog, manage the fleet

Admin is where the system stays true to the ground: confirm or reject derived trailheads, edit the trails each one serves (picked from the official DEC trail names, so map linkage never breaks on a typo), maintain areas, and watch counter health — battery, firmware, and last call-in for every device.

Admin trailheads table
The trailhead catalog: search, filter by review status, edit in place.

The Users tab manages dashboard access itself: create accounts, grant or revoke admin, and enable or disable a login without deleting it. Only admins see this page — everyone else gets the Map, Graph, and Report, read-only.

Admin users tab
User management: provision accounts, grant admin, and enable or disable access.
Share exactly what you see

Every view has an address

Areas and trailheads are linkable, so a finding can be handed to a colleague as a URL. Map, Graph, and Report share the same query — click a trailhead’s pin and jump straight to its numbers.

  • /map?area=High Peaks Wilderness — the map, framed to an area with its trails and trailheads shown.
  • /map?trailhead=<id> — fly directly to one trailhead’s pin.
  • /dashboard?area=High Peaks Wilderness — the graph, preloaded with an area’s counters.
  • /dashboard?trailhead=<id> — one trailhead’s series, ready to read.
  • /report?area=High Peaks Wilderness — the same selection as a table.
Trailhead popup with a link to its graph
A trailhead popup on the map — recent visits, and one click to its graph.

That’s the tour. Open the demo and try it with simulated data across the park’s trailheads, see the live dashboard, or get in touch to talk about counting your trails.

Tip: page with your ← → arrow keys