MARS-MINDS v2
Phoenix Group AI Research Division
MTC · Loading
MARS-MINDS · v2

Live operational picture
of the fourth planet.

A unified dashboard for Mars time, season tracking, dust-storm risk, habitat siting, and mission planning. Built on NASA MOLA topography, MARCI weather, and the Allison & McEwen time formulas.

MTC--:--:--
MSD--
Ls--°
Mars YearMY--
Module · Cartography

Interactive Mars map

MOLA color-shaded relief and named features from NASA Trek WMTS. Toggle layers to inspect landing sites, hazards, and candidate habitat zones.

Active rover Historic lander Habitat candidate Named feature
Lat —, Lon —
Module · Timekeeping

Darian calendar & seasons

24-month Darian calendar (Gangale 1986), Allison & McEwen Mars Sol Date, and Ls-driven seasonal tracker. All values update live.

Mars Year · Sol —
Earth date (UTC)
Julian Date (TT)
Mars Sol Date
Coordinated Mars Time
Solar longitude Ls
Mars Year
Sol of year
Days/sol left in MY
Northern · Southern hemisphere
Ls 0° NH Spring 90° NH Summer 180° NH Autumn · Dust season 270° NH Winter 360°
Module · Atmospheric forecast

Dust-storm insight & forecast

Ls-driven seasonal climatology baseline blended with MY36/37 historical activity to produce a 30-sol forward risk curve. Latitude band cells show conditional probability of regional storm activity.

Current global risk
Next major risk window
Based on Ls climatology peak near 240–270°.
Latitude band heatmap
Module · Mission planning

Launch & arrival window planner

Hohmann-transfer approximation using Mars synodic period (~779.94 days). Select a target arrival Ls and the planner finds the next viable launch window and corresponding Earth/Mars geometry.

Set parameters and click Compute plan.
Module · Safe landing

Landing-site & habitat scorer

Multi-criteria scorer weighted by elevation (atmospheric braking), latitude (insolation & communications), terrain ruggedness proxy, and dust-storm climatology. Drop a pin on the map or pick a candidate to score.

Weights

Candidate site

Try presets: · · ·
Pick a site and click Score.
About MARS-MINDS v2

Architecture & data sources

Time & calendar

Mars Sol Date and MTC follow Allison & McEwen (2000) with the standard JDTT offset 2405522.0028779 and sol length 88775.244 s. The Darian calendar (Gangale, 1986) divides the Mars tropical year into 24 months of 27 or 28 sols.

Cartography

Base tiles served from NASA's Mars Trek WMTS: MOLA color-shaded relief, Viking MDIM 2.1 grayscale mosaic, and MOLA hillshade.

Dust-storm model

Climatological baseline derived from Ls-binned regional storm frequency (Mars Climate Database; Battalio et al. MY36 study). Latitude-band conditional probabilities reflect MARCI-observed activity patterns: cap-edge frontal systems near Ls 180–230°, southern subtropical at 240–280°.

Landing scorer

Weighted multi-criteria model. Elevation proxy approximated from MOLA at the queried coordinate via a coarse offline grid; in production this calls a tile-server elevation API.

Roadmap (Phase 2)

  • Replace climatology with a learned forecaster (Transformer on MCS column-dust opacity time-series, with Ls + lat + topography conditioning).
  • Integrate MARS-MINDS Module 4 (EfficientNetV2-S + ConvNeXtV2-Tiny) classifier endpoint for terrain hazard scoring directly from HiRISE tiles.
  • Hazard-aware EDL trajectory feasibility solver (slope/rock/altitude constraints from MOLA + CTX).
Built for Ruksh-E-Ibadat · NED University · MARS-MINDS thesis program ·