Product · DataHubData platform · REST API · Bulk export

Your Sky Monitor data, and the whole network’s, in one platform

DataHub gathers what every Sky Monitor produces: all-sky and thermal images, turbulence and weather records, behind a web interface, a REST API and bulk exports, for your own instruments and for the network you subscribe to.


01 Home

One dashboard for your whole organisation

The home page sums up what matters: the Sky Monitors you have access to, with their status and last file; the files that just arrived from any of them; and your recent exports with their expiry.

Latest Sky MonitorsStatus, last file and file counts per instrument, at a glance.
Recent filesThe latest scalar, SHABAR and all-sky files, whichever Sky Monitor produced them.
Recent exportsYour last ZIP archives and when they expire.
DataHub · Home page Enlarge
Fig. 01 · HomeHome page
02 Sky Monitors

Your fleet, its status and its data

Search a Sky Monitor by name, ID or location; see when it last synced and when it will next, and how many all-sky images, thermal images and scalar files are available for it. Network-wide counters show what arrived today and this month.

Live statusOnline or offline, last sync and next sync for each instrument, the network syncs every few minutes.
Available dataAll-Sky, LWIR and scalar counts per Sky Monitor, and totals with today’s and this month’s growth.
Per organisationAccess is granted to your organisation: your own instruments, plus those shared with you.
DataHub · Sky Monitors list and network counters Enlarge
Fig. 02 · Sky MonitorsSky Monitors list and network counters
03 All-Sky images

Browse the sky, image by image

Every Sky Monitor page lists its all-sky images by date. Filter a period, play the sequence like a time-lapse, and read the weather at the moment of capture: temperature, humidity, wind, rain, next to each frame.

PlayerPlay, step and set the interval; the timeline shows where you are in the period.
Quick rangesToday, 7, 14, 30 and 90 days, 6 months, 1 year, all time, or any custom range.
Linked recordsThe scalar record captured with the image is one click away, and every file downloads as is.
DataHub · All-Sky tab, player and image grid Enlarge
Fig. 03 · All-Sky imagesAll-Sky tab, player and image grid
04 LWIR · TIFF viewerAdvanced plan

Read temperatures straight off the thermal image

Thermal images are stored as 32-bit floating-point TIFFs. The viewer turns them into a measurement tool: hover a pixel for its temperature, lock the values you need, choose the range to look at.

Range and histogramThreshold or stretch the displayed range over the temperature histogram, or let it auto-fit.
StatisticsMinimum, maximum, average and standard deviation, over the whole image or a region of interest.
ColormapsGrey, hot, jet, viridis, plasma: pick the palette that shows what you are after.
DataHub · Pixel temperature, range, statistics, colormaps Enlarge
Fig. 04 · LWIR · TIFF viewerPixel temperature, range, statistics, colormaps
05 CompareAdvanced plan

Visible and thermal, side by side

Match an all-sky image with the LWIR image taken at the same moment, within a tolerance you choose, and compare them side by side, overlaid or with a split slider, with the weather at that instant.

Three viewsSide by side, overlay, split: the slider goes wherever you drag it.
AlignmentRotate, flip and offset each image to line the two sensors up.
Through timePlay the pair across the period, or jump anywhere on the timeline.
DataHub · Split view, alignment controls and weather Enlarge
Fig. 05 · CompareSplit view, alignment controls and weather
06 Bulk export

Any period, any data type, one ZIP

Pick the data types: all-sky PNG, LWIR PNG or TIFF, scalar and SHABAR records, and a period. DataHub counts the files and the size, builds the archive in the background and e-mails you when it is ready.

Prefer pulling data from the instrument itself? SkyAPI, rsync and Filebrowser run on every Sky Monitor. Local access with Sleipnir

Background jobLarge archives are built server-side; nothing to keep open in your browser.
Recent exportsYour archives stay available for download for seven days, then expire.
From the instrumentExport from a Sky Monitor’s page, or reach your latest exports from the home page.
DataHub · Export dialog Enlarge
Fig. 06 · Bulk exportExport dialog
07 ReportingAdvanced plan

Daily, weekly and monthly reports on every Sky Monitor

DataHub builds an Excel report per Sky Monitor for each day, week and month: files and disk space per data type, an hourly and daily timeline, one detail sheet per type, and the charts to go with them, delivered by e-mail.

By typeAll-Sky, LWIR, LWIR TIF, scalar, SHABAR: count, size and bytes, with the totals.
TimelineFiles hour by hour and day by day, to spot gaps and peaks at a glance.
ChartsData volume and quantity by type, ready to paste into your own reporting.
DataHub · Daily report: summary sheet Enlarge
Fig. 07 · ReportingDaily report: summary sheet
08 REST API

Every file the network produces, one request away

DataHub exposes the same data as the web interface through a REST API, authenticated by a token per organisation: images, records and metadata for each Sky Monitor. Every endpoint is documented in DataHub: request, parameters and response, and the documentation generates the calling code in the language of your choice.

All-Sky imagesPNG
GET /api/v3/sky-monitor/{id}/allsky PNG, by period.
LWIR imagesPNGTIFF
GET /api/v3/sky-monitor/{id}/lwir PNG for viewing, 32-bit TIFF for analysis.
Scalar recordsISM.txtSHABAR.txt
GET /api/v3/sky-monitor/{id}/scalar ISM.txt weather and turbulence records, SHABAR.txt profiles.
Flux queriesFluxInfluxDB Advanced plan
POST /api/v3/sky-monitor/{id}/flux Run a Flux query against the Sky Monitor’s own InfluxDB instance.
Try it · Sky Monitor details GET /api/v3/sky-monitor/heisenberg002-b
Response200 OK ·

              
              

Pick a Sky Monitor and send the request.

Generated code
curl -s https://data.miratlas.com/api/v3/sky-monitor/heisenberg002-b \
  -H "Authorization: Bearer $DATAHUB_TOKEN" \
  -H "Accept: application/json"
Simulated call: the response mirrors the shape of the real endpoint. Real calls carry your organisation’s token.
09 Custom development Premium plan

Something DataHub does not do yet? We build it with you

Beyond the plans, the Miratlas team develops on request: a feature added to DataHub itself, or a dedicated tool that brings the platform’s data into your own workflow, scoped together, built by the engineers who run the network.

A feature in DataHub

A new view, an export format, a computation on your instruments’ data, an alert, specified with you and shipped in the platform, so your team keeps a single tool.

  • Views and dashboards built for your use case
  • New export formats or schedules
  • Alerts and computations on your measurements

DataHub in your workflow

Feed the network’s data into what you already run: simulation and planning tools, link-budget models, operations dashboards, through a connector or a tool we build for the purpose.

  • Connectors to your existing tools
  • Automated pipelines on the REST API
  • Bespoke analysis and reporting tools
Custom development comes with the Premium plan, which also gives you a priority say in the DataHub roadmap. Talk to us about your project
10 Plans

Standard is included with every Sky Monitor

Advanced and Premium add the analysis tools, reporting and support on top; prices are in the configurator, with the data plans.

StandardIncluded
  • Rich web interface for exploration
  • Advanced REST API
  • Images & scalars visualisation + download
  • Batch ZIP download
  • Up to 10 users
AdvancedPer year
  • All Standard, and more:
  • TIFF viewer for LWIR
  • LWIR & all-sky comparison (rotation / flip / zoom)
  • InfluxDB & Flux for finer queries
  • Excel + email reporting
  • API rate + & SLA support
PremiumPer year
  • All Advanced, and more:
  • Dedicated onboarding (3 sessions)
  • Priority say in feature development
  • Priority access to new features
  • API rate +++
  • Premium SLA support
Paid plans have a one-year minimum commitment, billed annually. See pricing in the configurator

Your data, ready to use.

Open the demo to see DataHub on live data, or configure your Sky Monitor and its data plan online.

Open the demo Data & software pricing Book a demo