<p>Maybe you'd be interested in something like this: <a href="https://www.itelescope.net/" rel="noreferrer">https://www.itelescope.net/</a></p>
<p>They let you rent time on well spec'd telescopes installed in dark sky sites, and you can point them and stream the data in real time.</p>

CC BY-SA 4.0
2023-04-11T08:48:49.443Z
This looks awesome! Any idea if they are accepting new members? Seems like the login is broken...
Kai Harris
CC BY-SA 4.0
2023-04-09T19:53:45.043Z
2023-04-09T19:53:45.043Z
antlersoft
<p>Point a webcam at the sky. Technically that's a live stream of astronomical data.</p>
<p>(That's not just a joke. Some folks like meteor watchers really <a href="https://www.popastro.com/main_spa1/meteor/observing-meteors-with-a-video-camera/" rel="nofollow noreferrer">do that</a> for actual sky observation.)</p>
<hr />
<p>But seriously, the problem with your question is that &quot;astronomical data&quot; is a <em>really</em> broad category. You say in the comments that you're specifically interested in &quot;radiation data emitted from astronomical bodies&quot;, but that <em>really</em> doesn't narrow it down much either, because almost all astronomy is based on observing (mostly electromagnetic) radiation from various bodies.</p>
<p>Also, a lot of astronomical data is only really useful or interesting after it has been analyzed, and it's often neither practical nor necessary to do the analysis in real time, so a live stream of the raw data often wouldn't be very useful (or interesting, even for just curiosity's sake — often the raw data is 99.9999% full of nothing interesting at all, with interesting things only appearing briefly and rarely at random).</p>
<p>Perhaps the most common exception to the above I can think of are various &quot;space weather&quot; applications where getting (relatively) frequently updated observations and analyses is useful for monitoring and forecasting.  There are web sites like <a href="https://www.spaceweatherlive.com/" rel="nofollow noreferrer">SpaceWeatherLive</a> that provide aggregated access to things such as (near) real time <a href="https://www.spaceweatherlive.com/en/solar-activity.html" rel="nofollow noreferrer">solar activity data</a>, including images from sun observation satellites, but you can also get some of the same data directly e.g. <a href="https://sdo.gsfc.nasa.gov/data/" rel="nofollow noreferrer">from NASA</a>.  Maybe that's something like what you're interesting in?</p>

CC BY-SA 4.0
2023-04-11T09:42:03.867Z
Yep - [this subpage](https://sdo.gsfc.nasa.gov/data/dataaccess.php) from the NASA link you suggested is closer to what I am looking for. Thanks! It is interesting that a lot of these pages do not provide an API. I am sure they could further fund research if they opened a paywalled service to the public...
Kai Harris
CC BY-SA 4.0
2023-04-10T15:48:38.807Z
2023-04-10T15:48:38.807Z
Ilmari Karonen
<p>Live data from Earth orbit may work somewhat, live data from elsewhere are possible only intermittently and have comparably low bandwidth. Let's look at a few prominent examples and in the end a few further issues concerning data distribution / availability.</p>
<p><strong>ISS / earth orbit</strong></p>
<p>The newest addition of the ISS in its low Earth orbit of about 400km is a broadband connection for not-live download of 50MBit. The bandwidth available for scientists with onboard experiments for live data is a shared bandwidth of around 4Mbit (the milage may vary a bit where exactly an experiment is located and how it is connected - but that's the best we get offered).</p>
<p>You may get an idea of the typical bandwidth available when you look at your weather forcast and the cloud or rain prediction and history. That's likely as much images as you can get from geo-stationary orbit for reasonable prices.</p>
<p><strong>SOHO</strong></p>
<p>One of the best near-live data available is from the <a href="https://soho.nascom.nasa.gov/hotshots/2023_02_03/" rel="noreferrer">SOHO</a>, the solar heliospheric observatory. It sits at the langrange point towards the Sun and has time in the <a href="https://en.wikipedia.org/wiki/NASA_Deep_Space_Network" rel="noreferrer">deep space network</a> (<a href="https://www.nasa.gov/directorates/heo/scan/services/networks/deep_space_network" rel="noreferrer">DSN</a>), that is ground stations around the world, which can receive its communication: <a href="https://soho.nascom.nasa.gov/data/realtime-images.html" rel="noreferrer">https://soho.nascom.nasa.gov/data/realtime-images.html</a> - Mind that also this is not anything movie-like, but an image every so often. It needs several receiving antenna as the Earth rotates - and you always need an antenna capable of receiving the signal so that you don't loose information; that means you need <em>at least</em> 3 antenna for continuous coverage. These are large telescopes, it is expensive to build and operate - so scaling that is not easy and cheap.</p>
<p>If you look at the bandwidth available from solar system space craft, it looks very different, and different intstruments send their data consecutively when there is available a link.</p>
<p><strong>Deep space</strong></p>
<p>I will mention two examples here: The <a href="https://en.wikipedia.org/wiki/Rosetta_(spacecraft)" rel="noreferrer">Rosetta spacecraft</a> had two channels (<a href="https://en.wikipedia.org/wiki/S_band" rel="noreferrer">S-</a> and <a href="https://en.wikipedia.org/wiki/X_band" rel="noreferrer">X-band</a>) which allowed communication at speeds between 8bit/s up to 91000bit/s (yes, bit/s, not kbit or MBit). <a href="https://www.esa.int/Science_Exploration/Space_Science/Rosetta/Long-distance_communication" rel="noreferrer">ESA writes</a> itself:</p>
<blockquote>
<p>During the mission, the rate at which data could be sent from Rosetta to Earth varied from 10 to 22 000 bits per second. However, the rotation of the Earth meant that real-time communications were not always possible.
The spacecraft was visible from the New Norcia antenna for an average of 12 hours per day. In addition, there were several periods of communications black-out when the spacecraft passed behind the Sun.
To overcome these breaks in communication, Rosetta’s solid-state memory of 25 Gbits capacity was able to store all scientific data and then transmit them to Earth at the next opportunity.</p>
</blockquote>
<p>The Mars rover perseverance seems to have slightly higher bandwidth, but with 800 bit/s up to 2000000bit/s it doesn't allow exactly live feeds of images either - especially as you have regular loss of communication because there is no line of sight due to the rotation of Mars (and partially also Earth). Thus the live data from it are really summed-up here on its <a href="https://mars.nasa.gov/mars2020/multimedia/raw-images/" rel="noreferrer">overview page</a> and you can filter by week. This week (2-8 April 2023) it lists around 2000 images with the best shown on the &quot;<a href="https://mars.nasa.gov/mars2020/multimedia/raw-images/image-of-the-week/" rel="noreferrer">image of the week</a>&quot; webpage.</p>
<p>Thus special schemes and plans and protocols are devised when which data are recorded and when they are being transmitted in which resolution. The data formats often need conversion, calibration and manual vetting to make sure that they can be understood and be interpreted meaningfully. E.g. for a magnetometer you need to know which other instruments were operating and the relative alignement in order to get meaningful magnetic data which does not show the magnetic field of the spacecraft and its electronics itself. For particle detectors and analysers, the raw voltages or charge numbers per channel are not directly useful either - but it needs calibration data which might depend on the settings for their magnetic and electrical fields etc - and you also need to know space craft orientation and where your sensor is, if you want to know where these particles come from.</p>
<p><strong>Security</strong></p>
<p>Another stumbling stone is actually the security of these systems: all communication to spacecraft is made from separate networks which are not immediately accessible from the WWW. Setting up bridges poses a potential security risk - something which needs special care and active maintenance, more than a simple data dump needs where data are simply copied to from time to time - and thus in the end it needs money for people. That is done for the major missions but often that money and personel is not available for smaller projects and these tasks are done by people manually from time to time.</p>
<p><strong>Data availabilty</strong></p>
<p>All this said, the major space organisations have a policy that they require that data are made available to the public - but it's not a requirement for live data. Instead the data are pre-processed and calibrated so that any interested 3rd-party who do not run the instruments (thus you or whoever, scientist or not) can actually understand and make use of the data without reading the complete technical hardware guide and software protocols of the spacecraft in question.</p>
<p>And last but not least: it's also our moral obligation to make these data available as we work with tax payer money. But it needs to be reasonably understandable data. Understandable is relatively easy for camera images - but it gets much more complicated for other instruments which often need some kind of manual calibration.</p>
<p>The bandwidth often is not HUGE, so as live as you can get is often already available; it is a few images per day at most.</p>

CC BY-SA 4.0
2023-04-09T20:57:21.580Z
2023-04-09T23:38:11.443Z
2023-04-09T23:38:11.443Z
planetmaker
<p>I am looking to find some resources on public streaming of astronomical data. Does such a thing exist? In my explorations so far, I came across lots of nice answers linking to data in archives, but no resources that offer to stream astronomical data live to a client. Does anyone here have some resources to share in terms of this?</p>

CC BY-SA 4.0
2023-04-09T11:16:05.007Z
Woops - typo - meant astronomical. Fixed
Kai Harris
CC BY-SA 4.0
2023-04-09T11:22:07.387Z
You can get data about the Solar System from JPL Horizons https://ssd.jpl.nasa.gov/horizons/
PM 2Ring
CC BY-SA 4.0
2023-04-09T12:22:49.530Z
Can you clarify - what sort of data are you talking about? Images of the sky?
James K
CC BY-SA 4.0
2023-04-09T12:23:06.337Z
This is great - thanks so much @PM2Ring
Kai Harris
CC BY-SA 4.0
2023-04-09T12:25:44.653Z
@JamesK any streamable data which is of high quality and is publicly available and is distributed by well established sources is interesting to me; and of course is astronomy related
Kai Harris
CC BY-SA 4.0
2023-04-09T12:32:38.303Z
@KaiHarris Still I don't get what kind of data you want to *stream*. There is no video sources which are live transmitted from solar system probes. Nor any other data are streamed live - not even to the scientists. And all data which are received will necessarily need calibration and transformation into a managable format - and then are made available to the public via these archives. So please specify what you mean with 'stream live astronomical data'? Use your eyes, and their broadband connection to your brain to stream live images of the night sky...
planetmaker
CC BY-SA 4.0
2023-04-09T14:33:57.967Z
Do you mean something like [MAST](https://mast.stsci.edu/portal/Mashup/Clients/Mast/Portal.html),  It's not "streaming", its not "live", it is a archive of raw data from space telescopes, so you can get data in more or less the form that it would have come to the original team that that was using the telescope (of course the scientists that have *paid* for telescope time are going to get the data first!)
James K
CC BY-SA 4.0
2023-04-09T19:28:49.603Z
It's probably not what you are looking for, but some observatories have webcams, some of which are looking at telescopes and some of which provide fisheye-lens views of the sky (useful for judging atmospheric conditions). [Here](https://www.eso.org/public/outreach/webcams/) are links to European Southern Observatory webcams.
Peter Erwin
CC BY-SA 4.0
2023-04-09T19:41:13.733Z
@planetmaker Interesting - I did not know this. Is there a reason that astronomical data is not streamed directly to scientists? Why would this not be a useful stream of data to learn how to analyse in realtime and continuously?
Kai Harris
CC BY-SA 4.0
2023-04-09T19:48:29.380Z
@planetmaker I guess for arguments sake - let's say we are considering radiation data emitted from astronomical bodies. Keep in mind though that I am interested in any live streamed data, really.
Kai Harris
CC BY-SA 4.0
2023-04-10T16:50:40.713Z
Because except for the sun, most bodies are not observed constantly.  Most astronomical objects don't change rapidly, and those that do (supernovae for example) don't occur predictably.  I think you may have the common misconception that most telescopes just point at the sky more or less randomly and hope that there is something interesting.  That's not how it works. Would you expect "live streaming" of biologists' microscopes?
James K
CC BY-SA 4.0
2023-04-11T09:57:20.390Z
@JamesK That makes sense...in which case, are there any resources online which provide an API for the public to operate on solar data from their home machines?
Kai Harris
CC BY-SA 4.0
2023-04-11T13:45:17.387Z
Something like "sweap" http://sweap.cfa.harvard.edu/Data.html and https://sppgway.jhuapl.edu/ spp gateway
James K
CC BY-SA 4.0
2023-05-03T20:58:28.437Z
I think the main constraint that hasn't been mentioned so far is that the vast majority of telescopes only takes *long exposure images*, with exposure times of several minutes because most objects in space are very dark. So there is not much video content, and the taken images must be calibrated, stacked, RGB channel merged (because many cameras are monochrome) and processed to result in anything nice looking
2080
<observational-astronomy><amateur-observing><raw-data><data-pipeline>
Where can the public stream live astronomical data from?
Kai Harris
# Where can the public stream live astronomical data from?

(Asked by: username_0 on 2023-04-09)

I am looking to find some resources on public streaming of astronomical data. Does such a thing exist? In my explorations so far, I came across lots of nice answers linking to data in archives, but no resources that offer to stream astronomical data live to a client. Does anyone here have some resources to share in terms of this?

**Tags:** observational-astronomy, amateur-observing, raw-data, data-pipeline
> **Comments:**
> **username_0**: Woops - typo - meant astronomical. Fixed  
> **username_1**: You can get data about the Solar System from JPL Horizons https://ssd.jpl.nasa.gov/horizons/  
> **username_2**: Can you clarify - what sort of data are you talking about? Images of the sky?  
> **username_0**: This is great - thanks so much @PM2Ring  
> **username_0**: @JamesK any streamable data which is of high quality and is publicly available and is distributed by well established sources is interesting to me; and of course is astronomy related  
> **username_3**: @KaiHarris Still I don't get what kind of data you want to *stream*. There is no video sources which are live transmitted from solar system probes. Nor any other data are streamed live - not even to the scientists. And all data which are received will necessarily need calibration and transformation into a managable format - and then are made available to the public via these archives. So please specify what you mean with 'stream live astronomical data'? Use your eyes, and their broadband connection to your brain to stream live images of the night sky...  
> **username_2**: Do you mean something like [MAST](https://mast.stsci.edu/portal/Mashup/Clients/Mast/Portal.html),  It's not "streaming", its not "live", it is a archive of raw data from space telescopes, so you can get data in more or less the form that it would have come to the original team that that was using the telescope (of course the scientists that have *paid* for telescope time are going to get the data first!)  
> **username_4**: It's probably not what you are looking for, but some observatories have webcams, some of which are looking at telescopes and some of which provide fisheye-lens views of the sky (useful for judging atmospheric conditions). [Here](https://www.eso.org/public/outreach/webcams/) are links to European Southern Observatory webcams.  
> **username_0**: @planetmaker Interesting - I did not know this. Is there a reason that astronomical data is not streamed directly to scientists? Why would this not be a useful stream of data to learn how to analyse in realtime and continuously?  
> **username_0**: @planetmaker I guess for arguments sake - let's say we are considering radiation data emitted from astronomical bodies. Keep in mind though that I am interested in any live streamed data, really.  
> **username_2**: Because except for the sun, most bodies are not observed constantly.  Most astronomical objects don't change rapidly, and those that do (supernovae for example) don't occur predictably.  I think you may have the common misconception that most telescopes just point at the sky more or less randomly and hope that there is something interesting.  That's not how it works. Would you expect "live streaming" of biologists' microscopes?  
> **username_0**: @JamesK That makes sense...in which case, are there any resources online which provide an API for the public to operate on solar data from their home machines?  
> **username_2**: Something like "sweap" http://sweap.cfa.harvard.edu/Data.html and https://sppgway.jhuapl.edu/ spp gateway  
> **username_5**: I think the main constraint that hasn't been mentioned so far is that the vast majority of telescopes only takes *long exposure images*, with exposure times of several minutes because most objects in space are very dark. So there is not much video content, and the taken images must be calibrated, stacked, RGB channel merged (because many cameras are monochrome) and processed to result in anything nice looking  

---

## 3 answers

### Answer by username_3 on 2023-04-09. Score: 11 | Accepted answer

Live data from Earth orbit may work somewhat, live data from elsewhere are possible only intermittently and have comparably low bandwidth. Let's look at a few prominent examples and in the end a few further issues concerning data distribution / availability.

**ISS / earth orbit**

The newest addition of the ISS in its low Earth orbit of about 400km is a broadband connection for not-live download of 50MBit. The bandwidth available for scientists with onboard experiments for live data is a shared bandwidth of around 4Mbit (the milage may vary a bit where exactly an experiment is located and how it is connected - but that's the best we get offered).

You may get an idea of the typical bandwidth available when you look at your weather forcast and the cloud or rain prediction and history. That's likely as much images as you can get from geo-stationary orbit for reasonable prices.

**SOHO**

One of the best near-live data available is from the [SOHO](https://soho.nascom.nasa.gov/hotshots/2023_02_03/), the solar heliospheric observatory. It sits at the langrange point towards the Sun and has time in the [deep space network](https://en.wikipedia.org/wiki/NASA_Deep_Space_Network) ([DSN](https://www.nasa.gov/directorates/heo/scan/services/networks/deep_space_network)), that is ground stations around the world, which can receive its communication: <https://soho.nascom.nasa.gov/data/realtime-images.html> - Mind that also this is not anything movie-like, but an image every so often. It needs several receiving antenna as the Earth rotates - and you always need an antenna capable of receiving the signal so that you don't loose information; that means you need *at least* 3 antenna for continuous coverage. These are large telescopes, it is expensive to build and operate - so scaling that is not easy and cheap.

If you look at the bandwidth available from solar system space craft, it looks very different, and different intstruments send their data consecutively when there is available a link.

**Deep space**

I will mention two examples here: The [Rosetta spacecraft](https://en.wikipedia.org/wiki/Rosetta_(spacecraft)) had two channels ([S-](https://en.wikipedia.org/wiki/S_band) and [X-band](https://en.wikipedia.org/wiki/X_band)) which allowed communication at speeds between 8bit/s up to 91000bit/s (yes, bit/s, not kbit or MBit). [ESA writes](https://www.esa.int/Science_Exploration/Space_Science/Rosetta/Long-distance_communication) itself:

> During the mission, the rate at which data could be sent from Rosetta to Earth varied from 10 to 22 000 bits per second. However, the rotation of the Earth meant that real-time communications were not always possible.
> The spacecraft was visible from the New Norcia antenna for an average of 12 hours per day. In addition, there were several periods of communications black-out when the spacecraft passed behind the Sun.
> To overcome these breaks in communication, Rosetta’s solid-state memory of 25 Gbits capacity was able to store all scientific data and then transmit them to Earth at the next opportunity.

The Mars rover perseverance seems to have slightly higher bandwidth, but with 800 bit/s up to 2000000bit/s it doesn't allow exactly live feeds of images either - especially as you have regular loss of communication because there is no line of sight due to the rotation of Mars (and partially also Earth). Thus the live data from it are really summed-up here on its [overview page](https://mars.nasa.gov/mars2020/multimedia/raw-images/) and you can filter by week. This week (2-8 April 2023) it lists around 2000 images with the best shown on the "[image of the week](https://mars.nasa.gov/mars2020/multimedia/raw-images/image-of-the-week/)" webpage.

Thus special schemes and plans and protocols are devised when which data are recorded and when they are being transmitted in which resolution. The data formats often need conversion, calibration and manual vetting to make sure that they can be understood and be interpreted meaningfully. E.g. for a magnetometer you need to know which other instruments were operating and the relative alignement in order to get meaningful magnetic data which does not show the magnetic field of the spacecraft and its electronics itself. For particle detectors and analysers, the raw voltages or charge numbers per channel are not directly useful either - but it needs calibration data which might depend on the settings for their magnetic and electrical fields etc - and you also need to know space craft orientation and where your sensor is, if you want to know where these particles come from.

**Security**

Another stumbling stone is actually the security of these systems: all communication to spacecraft is made from separate networks which are not immediately accessible from the WWW. Setting up bridges poses a potential security risk - something which needs special care and active maintenance, more than a simple data dump needs where data are simply copied to from time to time - and thus in the end it needs money for people. That is done for the major missions but often that money and personel is not available for smaller projects and these tasks are done by people manually from time to time.

**Data availabilty**

All this said, the major space organisations have a policy that they require that data are made available to the public - but it's not a requirement for live data. Instead the data are pre-processed and calibrated so that any interested 3rd-party who do not run the instruments (thus you or whoever, scientist or not) can actually understand and make use of the data without reading the complete technical hardware guide and software protocols of the spacecraft in question.

And last but not least: it's also our moral obligation to make these data available as we work with tax payer money. But it needs to be reasonably understandable data. Understandable is relatively easy for camera images - but it gets much more complicated for other instruments which often need some kind of manual calibration.

The bandwidth often is not HUGE, so as live as you can get is often already available; it is a few images per day at most.


---

### Answer by username_6 on 2023-04-09. Score: 5

Maybe you'd be interested in something like this: <https://www.itelescope.net/>

They let you rent time on well spec'd telescopes installed in dark sky sites, and you can point them and stream the data in real time.

> **Comments:**
> **username_0**: This looks awesome! Any idea if they are accepting new members? Seems like the login is broken...  

---

### Answer by username_7 on 2023-04-10. Score: 4

Point a webcam at the sky. Technically that's a live stream of astronomical data.

(That's not just a joke. Some folks like meteor watchers really [do that](https://www.popastro.com/main_spa1/meteor/observing-meteors-with-a-video-camera/) for actual sky observation.)

---

But seriously, the problem with your question is that "astronomical data" is a *really* broad category. You say in the comments that you're specifically interested in "radiation data emitted from astronomical bodies", but that *really* doesn't narrow it down much either, because almost all astronomy is based on observing (mostly electromagnetic) radiation from various bodies.

Also, a lot of astronomical data is only really useful or interesting after it has been analyzed, and it's often neither practical nor necessary to do the analysis in real time, so a live stream of the raw data often wouldn't be very useful (or interesting, even for just curiosity's sake — often the raw data is 99.9999% full of nothing interesting at all, with interesting things only appearing briefly and rarely at random).

Perhaps the most common exception to the above I can think of are various "space weather" applications where getting (relatively) frequently updated observations and analyses is useful for monitoring and forecasting. There are web sites like [SpaceWeatherLive](https://www.spaceweatherlive.com/) that provide aggregated access to things such as (near) real time [solar activity data](https://www.spaceweatherlive.com/en/solar-activity.html), including images from sun observation satellites, but you can also get some of the same data directly e.g. [from NASA](https://sdo.gsfc.nasa.gov/data/). Maybe that's something like what you're interesting in?

> **Comments:**
> **username_0**: Yep - [this subpage](https://sdo.gsfc.nasa.gov/data/dataaccess.php) from the NASA link you suggested is closer to what I am looking for. Thanks! It is interesting that a lot of these pages do not provide an API. I am sure they could further fund research if they opened a paywalled service to the public...  

---

