Nicheloom visits: 58,050 all-time · 7,694 in the last 7 days

The opportunity tracker for new startups.

Today: 1,953 launches · Niche of the day: specialized calculation tools · See what launched today →

Thermohélie

Surface temperatures in the sun, anywhere, hour by hour

Get picks like this daily. Today's launch numbers, the top launches, AI and tech news, and a daily opportunity pick, straight to your inbox.

Want to reach these readers? Sponsor an issue.

Thermohélie estimates 2 m air and sun-exposed surface temperatures (asphalt, sand, metal, roofing) anywhere on Earth, hour by hour, from a transient energy balance on Open-Meteo data — with uncertainty and confidence on every result, from today to 2100.

PH · launched Sep 15, 2026 · 3 upvotes (top 11%) · 0 views

Niche: environmental and geospatial analytics software · 124 launches, 14 in the last 7 days ▼ -7% · Explore this niche →

Category and tags

  • Horizontal
  • Analytics & BI
  • B2C
  • Not AI
  • Hobby / open-source project
  • Weather
  • Climate Tech
  • Science

Visit website ↗ Source listing ↗

Could you build this?

Partial Fetching Open-Meteo weather data is simple, but calculating transient thermal energy balances across diverse surface materials requires specialized thermodynamic physics modeling.

What it would actually take: A real version requires a backend (Python/NumPy) implementing transient 1D heat conduction and solar radiation models (shortwave/longwave radiation balance, sensible/latent heat flux, conduction into substrate layers for materials like asphalt, sand, and metal). It couples these models to Open-Meteo hourly climate forecasts and IPCC climate scenarios up to 2100, combined with Monte Carlo simulations to propagate physical parameter uncertainties.

Competitors

Other products that read as similar to this one : 178 launches clear the similarity bar, closest 8 shown.

Attention rank: #17 of 179 (itself plus its competitors, highest first, normalized so YC and Product Hunt are compared fairly).

Launched 321 days after the earliest competitor.

  • Météohélie · ph · 2026-11-10 · 4 upvotes · similarity 0.57
  • Domihélie · ph · 2026-09-21 · 3 upvotes · similarity 0.53
  • Altihélie · ph · 2026-09-11 · 4 upvotes · similarity 0.52
  • Earth Stats · ph · 2026-11-06 · 60 upvotes · similarity 0.52
  • Holiday Weather 24 · ph · 2026-10-13 · 1 upvotes · similarity 0.49
  • ArcPace · ph · 2026-10-24 · 3 upvotes · similarity 0.47
  • World Beach Map · ph · 2026-11-09 · 1 upvotes · similarity 0.47
  • Two Weather · ph · 2026-11-14 · 1 upvotes · similarity 0.46

The niche, labels, vibe code rating and competitor comparison on this page are analysis by Nicheloom. If you use them, please credit nicheloom.com. How you may use our data.