mapbench

MapBench tool category

Earth Science Map Tools

Elevation, horizon, antipodes. This hub groups 41 tools that answer related geographic questions while keeping the underlying method, data source and limitations visible.

Choose the tool that matches the question rather than the one with the most familiar name. Related tools can use different geographic models and legitimately return different answers.

View all 41 →

How to use this category well

Elevation and radiation use Open-Meteo's open API on Copernicus/ERA5 datasets; visibility math adds standard refraction (k = 0.13). US hydrology/flood layers come from USGS and FEMA public services.

  • Remember that elevation models see bare terrain: no buildings, no forest canopy. A line-of-sight 'clear' verdict can still be blocked by a wood, and a horizon distance assumes open ground — treat results as the terrain baseline, then add land cover from local knowledge.
  • Include your height inputs explicitly (eye height, mast height, deck level) when sharing visibility results: the same hill answers differently for a child, an adult and a 10 m antenna, and unstated heights make numbers unreproducible.
  • Treat climate and hardiness outputs as 30-year character, not this year's weather: a zone tells you what winters usually allow, and microclimates — walls, slopes, urban heat — shift a real garden half a zone either way.

Terrain literacy: the habits that keep elevation honest

Using terrain data well is mostly a set of small disciplines: print the model with the number, keep the heights as named inputs, average years instead of days, and treat every verdict as the bare-earth baseline that land cover and structures may override. Practitioners also keep a feel for the model's texture — flat terrain resolves beautifully, steep forested relief noisier — and for the difference between shape and amplitude in profiles, where consumer GPS tracks and DEM samples tell complementary truths. Held together, these habits make the free stack genuinely useful for siting, scouting, teaching and curiosity, while the escalation points stay clearly marked: licensed surveys for construction, regulatory determinations for flood and seismic decisions, certified studies where financing depends on production numbers. The tools do their part by printing every recipe; the user's part is simply to read them. Finally, terrain literacy changes how questions are asked, not just answered. 'Is this site flood-prone?' becomes 'what does the elevation profile say, what does the regulatory map say, and where do they disagree?' 'Can I see the coast from here?' becomes a stated eye height, a curvature verdict and a note about the forest in between. Structured questioning like this is cheap here — every input named, every recipe printed, every limit labelled — so the habit costs seconds per query. Over a season of site visits, garden plans, antenna mounts and photo walks, those seconds compound into a genuinely different relationship with the ground: not a backdrop, but a dataset you can read, cite and, when it matters, hand to a professional with the right questions already written down.

  • Cite the model: 'Copernicus GLO-90 via Open-Meteo' belongs in every republished figure.
  • Store eye/mast heights with visibility results; unstated heights are unreproducible results.
  • Profile comparisons: match shape first, amplitude second, and say which device logged what.

Key terms

DEM

Digital elevation model: a grid of terrain heights, e.g. Copernicus GLO-90.

Refraction coefficient

The standard 0.13 factor bending sightlines over the curvature.

Antipode

The diametrically opposite point; latitude flips, longitude shifts 180°.

Köppen class

The letter-code climate system from temperature/precipitation thresholds.

Related guides & original research

When to verify with an official source

MapBench is designed for analysis, learning and planning. If the result affects a legal boundary, surveying, emergency response, engineering, regulated eligibility, official statistics or a financial commitment, verify the underlying information with the responsible authority or qualified professional.