Research note · reference

Geographic data sources

The datasets and National Park Service references we use for lake naming research, how they cross-reference each other, and where to get the data yourself.

We use government, community, and National Park Service sources when we investigate a lake name on this site (see, for example, The Two Irene Lakes Below Sprague Glacier). They answer different questions and aren’t interchangeable, so this page documents what each one is, its official schema, and how to pull the data yourself.

Initial catalog compilation

What it is: the early project catalog that supplied many of this site’s initial lake names, coordinates, elevations, trailheads, distances, and access notes. Its exact compilation method was not retained, but its trailhead and one-way-distance values substantially correlate with two official Rocky Mountain National Park references:

How we use it: these official NPS pages are the preferred public references for access and route-distance facts. They do not comprise a complete named-waterbody gazetteer, and they do not cover every remote or informally named feature in the ledger. We therefore treat their documented match as corroboration for a specific fact, not as proof that every catalog name is official or that every record came from one page.

The ledger’s H badge identifies records inherited from the initial catalog so reviewers can distinguish that starting point from independently verified GNIS, NHD, and OpenStreetMap evidence. For current route information, follow the NPS references above.

GNIS — Geographic Names Information System

What it is: the federal repository of geographic feature names for the United States, maintained by USGS on behalf of the U.S. Board on Geographic Names (BGN). Every named feature — lake, glacier, gap, summit, populated place — gets one record: a name, a feature class, a representative point, and (when the Board has formally acted on it) a Board Decision date and authority. GNIS stores names, not shapes — each feature is a single lat/lon point, never a polygon or line.

Is there a spec? Yes. The Feature ID, Official Feature Name, and Official Feature Location are an American National Standard, ANSI INCITS 446-2008. The practical file format is documented in the GNIS file format guide (PDF), which defines every column in the bulk download files — including the fields that matter most for naming research:

FieldMeaning
feature_idPermanent unique identifier for this name record
feature_nameThe catalogued name
feature_classType — Lake, Glacier, Gap, Summit, Stream, etc.
bgn_typeWhether this is Official (see below) or unset
bgn_authorityWhat kind of action approved it — e.g. “Board Decision”
bgn_dateDate of that Board action, if any
prim_lat_dec / prim_long_decRepresentative point, decimal degrees

The bgn_* fields are the whole ballgame for research like ours: a populated bgn_type/bgn_authority/bgn_date means the Board formally decided this name at some point. An empty one means the name was administratively catalogued — collected off a map or a local source — but never brought before the Board. Both kinds of record coexist in GNIS with no visual distinction unless you check these fields specifically. In our research, “Sprague Glacier” (Board Decision, 1932) and “Irene Lake” (no decision on record) look identical in a casual GNIS search, but carry very different weight.

Where to get it:

NHD — National Hydrography Dataset

What it is: USGS’s dataset of surface-water geometry — actual surveyed polygons for lakes and ponds, lines for streams, points for springs. Where GNIS answers “what is this called,” NHD answers “where exactly is the water.” The current data model is NHD Model V2.3.1, documented in USGS’s NHD Data Dictionary.

Does an NHD record reference the GNIS ID?

Yes — directly, by design. Every NHD waterbody polygon carries a GNIS_ID and GNIS_Name field. Per the official NHD Data Dictionary:

GNIS_ID (Text) — “A permanent, unique number assigned by the Geographic Names Information System (GNIS) to a geographic feature name for the sole purpose of uniquely identifying that name application as a record in any information system database, dataset, file, or document.”

GNIS_Name (Text) — “The Geographic Names Information System (GNIS) assigned proper name, specific term, or expression by which a particular geographic entity is known.”

Both fields are nullable — a polygon with no associated name simply has GNIS_ID = null. This is exactly the mechanism behind our Irene Lake research: two separate NHD polygons, 600 ft apart, both carry GNIS_ID = 00177804. That isn’t a coordinate error on either side; it’s USGS deliberately cross-referencing one GNIS name record from two distinct pieces of geometry. Other NHD feature classes (flowlines, points) use the same fields the same way.

Where to get it:

OpenStreetMap

What it is: a crowdsourced, editable map database, not a government product. Anyone can create an account and edit it. There is no fixed schema — features carry freeform key=value tag pairs, with conventions documented communally on the OSM Wiki (for lakes: natural=water, water=lake, name=…). This is the basemap data behind this site’s own maps, via a Protomaps vector-tile extract.

Unlike NHD, OSM features generally do not carry a GNIS cross-reference — there is a loosely-used gnis:feature_id tag convention from some historical bulk imports, but it’s far from universal, and the ways central to our Irene Lake research carry no such tag at all. OSM names come from whatever a mapper entered, sourced from personal knowledge, aerial imagery, or other maps — which is exactly why an OSM name and a GNIS name can legitimately disagree, as they do here.

OSM does retain full edit history for every element, which turned out to be the single most useful source in our research — not just current tags, but who changed what, when, and their own changeset comment explaining why.

Where to get it:

Lisa Foster — Rocky Mountain National Park: The Complete Hiking Guide

What it is: a field guide by Lisa Foster covering named and many informally named destinations in and near Rocky Mountain National Park. The research ledger uses an F badge when a feature is explicitly listed in the book-reference inventory.

How we use it: the book provides a useful hiking and naming reference, especially for remote features that are not covered by the NPS hiking-trail list. A Foster reference documents that the guide names a feature; it does not by itself establish an official federal name or exact geographic geometry.

Where to get it: Rocky Mountain National Park: The Complete Hiking Guide on Amazon (Lisa Foster, ISBN 9780615526843).

How these sources relate

GNISNHDOSM
AnswersWhat is it called?Where exactly is the water?What does the community map say?
GeometrySingle point onlyFull polygons/linesFull polygons/lines
AuthorityFederal (BGN)Federal (USGS)Crowdsourced, no authority
Cross-references—GNIS_ID field, by designRarely, no fixed convention
Edit historyNot publishedNot published per-editFull version history, public

None of the three is simply “correct.” GNIS is the most authoritative for the name but can lag or conflate real-world features. NHD is the most authoritative for geometry and explicitly links back to GNIS, but inherits whatever granularity GNIS assigned. OSM is the freshest and most granular, backed by nothing but a mapper’s judgment and, usefully for research, a fully public paper trail of who decided what.

How the project’s historical and guidebook sources fit in: the initial catalog explains the provenance of many records carried into this site and can preserve useful starting facts such as coordinates, trailheads, distances, and access notes. The ledger’s H badge identifies a direct descendant of that catalog; it is not evidence that a name is official. Guidebooks such as Lisa Foster’s document that an author used a name or described a destination. The F badge records that explicit reference, but it does not establish federal naming authority or exact waterbody geometry. We use both as reviewable context alongside GNIS, NHD, and OSM; a disagreement is evidence to investigate rather than a reason to overwrite the other sources.

Reference current as of the dates linked above; USGS and OSM data both change over time. Part of an ongoing effort to keep lake names on this site consistent with their best available sources. See also: The Two Irene Lakes Below Sprague Glacier.