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The open science workshop at the Stifterverband

This is a follow-up to my post 2 days ago about open-ness in astronomy, with some observations and comments from the corresponding workshop yesterday in Berlin, organized by the Stifterverband. The workshop was visited by about 30 people from all parts of society — researchers, library managers, civil servants from national and foreign science ministries, as well as people from industry (software, automotive, airport services, among others). In the spirit of open-ness the workshop adopted the “Chatham House rule” which essentially says that you may report freely about what has been said, but only if individual participants cannot be identified.

The workshop was organised in discussions within the respective sectors science, administration and industry and round-the-table discussions with everyone. As always in a workshop with such a diverse audience and broad aim (“to explore potentials and challenges from open research and innovation processes”), it is hard to give a one paragraph summary of the many topics discussed, but I will try nevertheless.

An “innovation culture” needs to admit errors

Most participants agreed that open-ness is a mindset that helps with innovative thinking, but it was also agreed that there are limits to open-ness, e.g. due to privacy (e.g. patient data in medical applications) or security (e.g. when in connection with critical infrastructure) concerns. To be able to openly discuss not just final results, but also your way there (e.g. your methods), requires some tolerance towards failure. If you cannot risk to fail, you can also not be open as you will only talk about your project after you have achieved some major success. And it also requires some trust or self-confidence that you will have another good idea in case the one you publish today is being picked up by someone else.

The measure becomes the target

In the discussion group on open-ness in science the discussion was focused on the question “how can we fix science?”. Science is becoming more and more an industrial machinery, optimised for maximum impact and citation numbers, opting for certain results (that are often boring) rather than trying out radical new experiments (that often fail). Science managers and politicians try to increase the “output” for a given level of (public) funding and need to be able to measure the output in order to report on changes. Generally the output is now seen as number of papers and number of citations each paper receives. However, focusing too intensively on these narrow indicators leads to the effect that many scientists now try to maximise their impact as measured by these numbers, rather than try to work on something bigger that does not (immediately) result in a large number of papers or citations. Think about the gravitational wave experiments which produced null-results for decades – before receiving the Nobel Prize this year. Other metrics, such as Altmetic which measures the impact of your research in society, may be helpful to get a wider view of the relevance of research projects.

Publication bias

Typically people only publish their studies if they find a result. If nothing could be measured or the result was deemed not of interest, it is not published. A participant called the so-accumulated knowledge “dark knowledge” and cited an Austrian funding agency which estimated (by looking at allocated budgets) that this “dark knowledge” grows 2-3 times as fast as published knowledge. It was agreed that also failures should be published, but it was also agreed that publishing null-results is not honoured in our current research system, or as one participant put it: “How many unsuccessful scientists do you know”?

Science as the stroke of a genius or regular work?

Underlying many discussions about how to measure success in scientists, how to evaluate scientific work (and scientists themselves!), is the question of how scientific progress is perceived. Unfortunately many people still believe science progress when some genius has a fantastic idea. This can occasionally be the case, but usually even the genius bases his or her insight on published literature which to the most part consists of hard work by hard working people, trying out new methods and slowly progressing in understanding some topic. It was felt that this work is often not properly appreciated. We concentrate too much on people who have done some fantastic new thing, rather than on the many “smaller” scientists who contributed to the success of the “genius”. This is also reflected in the current job situation, especially in Germany, where there is little room for normal working academics: You’re either a (perceived) genius and can then advance to become a professor or you’re continuously on short-term “postdoc” contracts without stability or job security.


There was some uncertainty as to how best open up the scientific process to the general public. Some believed that the next big step, after simple press releases and more interactive talks / blogs / social media is a full participation of the general public via citizen science projects. Others were more cautious and thought this is just a “hype” that is only applicable to a small set of projects. Indeed in astronomy, the GalaxyZoo project mentioned also in my previous post was highly successful, but it is unclear if citizens’ help in classifying galaxies will be needed in the future given recent advances in machine learning codes.

What can science contribute to society?

Finally the question was discussed what can science contribute to the wider society? Here I’d like to describe two of the most widely discussed points:

  • Science contributes skeptical thinking. Skepticism is one of the basic traits of a good scientist and encourages everyone not to take claims for granted, but to critically ponder whether they can be true, ask for references, proof and repetition. In times of “fake news”, “climate deniers” and vaccination hoaxers, the importance of this trait cannot be overestimated. It was also stated that science needs to be healthy to encourage skepticism. If we only try to reach the maximal numbers of papers or citations, this does not necessarily help to question existing paradigms and make real progress.
  • Science may also contribute tools and best practices for open-ness, such as the distributed version-control system github, open access publication platforms, and other tools to openly share information. Note that also the world-wide web was initiated from a research environment (the CERN) and it was created in an effort to make information accessible. Nowadays, this would perhaps also be called open science…

Astronomy as an example for an open science

When a former Max Planck colleague who now works at the Stifterverband, a public-private think-tank, called me in October and asked if I wanted to take part in a workshop about open science, I was unsure what astronomy could offer in this regard. However, when simply writing up the tools and processes many astronomers use (and take for granted), it quickly becomes clear that astronomy is very much an open science already.

In the spirit of open science, I would like to document here my preparation for the discussion section of the workshop tomorrow.

What does openness in astronomy mean?

  • Open data: access to raw data (e.g. through the ESO archive) as well as access to surveys (e.g. through VizieR) and meta-data (e.g. through Simbad). The access is available for everyone and in most cases either in near real-time or after a proprietary period of maximum 12 months (in most cases).
  • Open source: access to scripts, libraries, programming tools, codes, … that are used to analyse the raw data and derive scientific results. In the most open projects (such as astropy), even the development process is open and anyone can contribute via e.g. github. Platforms such the Astrophysics Source Code Library, on the other hand, publish the final code itself and make it searchable through standard literature search engines.
  • Open access means free and unimpeded access to consolidated scientific results as published in peer-reviewed journals. While many relevant astronomical journals, including the just recently launched Nature Astronomy, are not open access by themselves, most (all relevant?) journals now allow publishing the author’s copy on preprint servers such as on the arXiv. Most current research articles can be found on “astro-ph” (the astrophysics’ section of the arXiv). Still troublesome, however, are technical articles (e.g. about telescope or instrumentation projects), that are published in the SPIE proceedings. A google search for the fulltext of the article, including “filetype:pdf” as a further filter, often reveals the author’s copy, however. In some cases, authors can “rebel” against the copyright notice they typically have to sign in order to publish an article (see example below for one of the articles published during my Ph.D.).


Example of a modified copyright agreement granting only a non-exclusive license to the publisher and thus allowing to publish my own article on my homepage or on preprint servers.

  • Apart from open data, open source and open access, open science can also encompass outreach and communicating with the public. This can be in more traditional “teaching” ways through blogs (e.g. the German SciLogs platform on which I have blogged about my trips to Chile during my Ph.D. and later), talks, open house days etc., but in some cases it can also mean directly embedding citizens in your research project, such as demonstrated successfully by the GalaxyZoo project that involves citizens to classify galaxy morphologies, a task in which humans have so far been better than machines.
  • Open science should can also include transparent selection procedures. After all, the particular selection of proposals, job candidates, laureates etc. can shape the de-facto view of a field for a long time and therefore comes with big influence and power. This could, for example, mean to publish the criteria which will be used to select a candidate for a job and to democratically nominate committees that decide about proposals and prizes. This is partly the case in astronomy, e.g. the committees that help select proposals for the Deutsche Forschungsgemeinschaft are elected by the scientific staff themselves.
  • Last, but not least, I believe open science should also include democratic structures in universities and research institutes. Usually, in German universities, there are “Fachschaften” that have a say on the selection of professors, and the Max Planck society sponsors one of the largest Ph.D. networks in the country, the Max Planck PhDnet. On the more senior, but not yet tenured, level, however, the situation is less good. Attempts to form a postdoc network within the Max Planck Society have not been greeted with sympathy in several institutes as some directors fear to lose influence if juniors also have a say. This is, however, not specific to astronomy, but rather a general symptom of the research and higher education landscape in Germany.

Why do we promote open-ness in astronomy?

Astronomy is a highly competitive field (typically only one out of 20 astronomy Ph.D.s eventually gets a tenured research position). Open-ness in astronomy would not be supported if it weren’t also promoting competitiveness and productivity.

  • Regarding data, observatories, that run big telescopes, promote open science in order to increase the observers’ desire to quickly publish “their” data (lest others “steal” them). Top-nodge data are often publicly available from the start. The first observations with the next, biggest space telescope will be open access from day 1, as announced today. The first observations for instruments built for the European Southern Observatory ESO, are also usually publicly available from the start, e.g. these GRAVITY science verification data. Other data are usually openly accessible after a 12 month “proprietary period”. This can sometimes be in conflict with the “owners” (PIs) of the data.
  • Regarding open source, the motivation to publish tools and software code is manifold: the author(s) of the code publish it in order to promote their code (and collect citations to associated research papers), but also so that others can contribute in the development. Last but not least, publication is the best way to help others in finding bugs and errors and therefore make your own research more credible.
  • Open access is in the interest of everyone except scrupulous publishers who want to make a profit from publicly financed research. It helps to promote science and the scientific method, also in the wider society, if the basic results are openly accessible. And it helps researchers from poorer countries who cannot afford paying expensive subscription fees to Nature, Science et al.
  • Public outreach also helps everyone, but can be a burden for researchers who also have to teach / supervise students, manage projects, deal with bureaucracy and publish, publish, publish. Motivations to nevertheless indulge in public outreach reach from simple PR for your own research (in order to attract more research money or to boost one’s ego…), but can also include serious collaboration with the public (see GalaxyZoo). Often the motivation for being active in public outreach is also to promote the scientific method (e.g. the Science March initiatives) or a feeling of a moral obligation as publicly funded research should also be of benefit for the public.
  • Transparent selection procedures and democratic structures, finally, are also a win-win situation: researchers gain trust in the process and will therefore try harder to win prizes, fellowships and jobs. The academic institutions, on the other hand, win by becoming more attractive to a wider range of (international) applicants. The only downside is an increased effort of documentation / communication, but I believe the benefits well outweigh the costs.

I am interested to see the discussion tomorrow and will try to report back with a view from the other participants / fields as well!

Update 15 Nov:

Een verhaal over mij, de sterren en ons, en mijn werk

Een verhaal over mij, de sterren en ons, en mijn werk

voor de Nacht van de Nacht, 28 oktober 2017, Panbos Katwijk

Hallo, ik ben Leo en kom origineel uit Oostenrijk maar heb lange tijd in Duitsland gewoont. Vier maanden geleden ben ik met mijn gezin, mijn vrouw en onze drie kinderen, naar Leiden verhuisd. Ik werk aan de Sterrwacht van de Universiteit Leiden en wil jullie vandaag graag wat vertellen over de sterren en ons..

Overdag, wanneer het helder is, zijn we bezig met ons werk, overleggen met collega’s, praten met vrienden en gezinsleden. We kunnen dan snel vergeten dat er nog veel meer om ons heen is! Indien de nacht helder was, zullen we vandaag de maan kunnen zien. Hij heeft een afstand van rond 380.000 km — tien keer de hele wereld rond! En toch is deze afstand klein in vergelijking met andere astronomische objecten. Dus gebruiken astronomen niet kilometers om de afstand te beschrijven maar de snelheid van licht. En die is heel snel! Het heeft maar rond één seconde nodig om van de maan naar ons te komen. Dus is het makkelijk om ook verdere afstanden te beschrijven. Bijvoorbeeld: onze zon is ongeveer acht licht minuten ver en de (kleine)planeet Pluto slechts vijf en half uur. [Kennen jullie die?] De andere planeten zijn niet zo ver en er zijn er acht in totaal: Mercurius, Venus, de aarde (onze wereld), Mars, Jupiter, Saturnus, Uranus en Neptunus.

En er is nog veel meer: We wonen maar op één planeet van miljarden in ons sterrenstelsel, de Melkweg! Er zijn rond 200 miljard sterren in de Melkweg (die we bij heldere hemel en indien het heel donker is, kunnen zien) en elke ster kan enkele planeten hebben! Tot vandaag zijn er rond 3700 planeten buiten ons zonnestelsel bekend, maar we weten al dat er nog veel meer planeten moeten zijn omdat we tegenwoordig alleen de grootste en bizarste planeten kunnen waarnemen!

In Leiden bouwen wij dus een camera voor de volgende, grootste telescoop van de wereld, de European Extremely Large Telescope. Hun spiegel is groter dan alle spiegels van de huidige telescopen samen! En met de camera die we bouwen (die heet METIS) kunnen we dan voor de eerste keer planeten die op de aarde lijken bestuderen en misschien een andere planeet vinden waar leven mogelijk is. Maar tot dit moment is de aarde de enige planeet in het zonnestelsel en ook in de hele Melkweg, die we kennen en waar leven mogelijk is. Dus moeten we haar goed beschermen!

What I did the last 2.5 years…

After working on GRAVITY for about three years, I continued my postdoc phase at MPE 2015/2016 with a self-funded (*) project. (*) “self-funded” is of course a very misleading term as I didn’t fund myself out of my pocket (but was rather funded by generous German tax money via the Deutsche Forschungsgemeinschaft DFG). This project is not completely finished, but my family and I moved to Leiden this year so that I could take on my current position as “calibration scientist” with E-ELT/METIS at the Sterrewacht of the University of Leiden. I hope to complete this project with the next year or two, however, with the help of a recently recruited Ph.D. student. In the meantime, the DFG has asked everyone who was funded in this “priority programme” on the interstellar medium to write a report about what they did. This was actually an interesting reflection on the last 2.5 years of research and I would like to share it here (PDF) with anyone who would like to read it.

Ph.D. project: The multi-wavelength view of the AGN – star formation relation

I am happy to announce a new position to work on a Ph.D. project at the Sterrewacht Leiden / Leiden University

The multi-wavelength view of the AGN – star formation relation

One of the long-standing questions in astrophysical research is what exactly triggers the onset of Active Galactic Nuclei (AGNs). The aim of this project is (1) to study the nuclear star formation history in a well selected sample of nearby AGNs with exquisite data (VLT/X-SHOOTER spectra) and (2) to participate or lead pioneering efforts to study gas, dust and star formation in the parsec-scale environment of nearby actively accreting super-massive black holes using the upcoming infrared interferometer MATISSE on the VLTI.

Supervisors: Dr. Leonard Burtscher, Prof. Dr. Walter Jaffe

Promoter: Prof. Dr. Bernhard Brandl

Wieso brauchen wir den Science March auch in Deutschland?

Gestern Abend war ich (als einer der Organisatoren des Münchner Science March) im Gespräch mit einem Reporter für Bayern 5 Aktuell. Er sagte mir, dass er nur einen kurzen Bericht machen wolle und daher nur Platz für eine Frage/Antwort habe: “Wieso brauchen wir den Science March auch in Deutschland?

Was er damit meinte: Dominieren etwa in Deutschland schon “fake news”? Gibt es hier Schließungen von Universitäten und werden Wissenschaftler etwa auch hierzulande gegängelt wie in Ungarn oder der Türkei? Erhalten staatliche Agenturen Maulkörbe und verbreitet sogar die Regierung “alternative facts” wie in den USA?

Zum Glück lassen sich all diese Fragen mit einem klaren Nein beantworten.

Dennoch gibt es meiner Meinung nach aber auch hierzulande Gründe, um für die Wissenschaft zu marschieren. Hier sind ein paar:

  1. auch wenn “alternative facts” in Deutschland nicht dominieren, so gibt es sie hierzulande durchaus auch in der Politik und zwar quer durch die Parteienlandschaft:
    • Mitte der 1990er Jahre hat die rot-grüne Regierung unter Gerhard Schröder den “Binnenkonsens” im Sozialgesetzbuch verankert. Demnach müssen Medikamente nicht mehr generell nach wissenschaftlichen Standards getestet werden, sondern lediglich nach den Standards, die in der jeweiligen “Therapie-Richtung” üblich sind. Das heißt im Klartext: wer ein neues (medizinisches) Medikament zulassen will, muss in aufwändigen klinischen Studien die Wirksamkeit des Medikaments nachweisen. Wer aber neue homöopathische Globuli, Bachblüten-Extrakte oder ähnliche Quacksalberei auf den Markt bringen möchte, darf sich auf seine “besondere Therapierichtung” berufen und muss lediglich nachweisen, dass das Medikament ungiftig ist. Dafür gibt es keinen vernünftigen Grund, aber insbesondere die Grünen wollten damals diverse esoterische Praktiken in den Katalog der Krankenkassen bekommen, was dann auch so geschehen ist. Bis heute zahlen viele große deutsche Krankenkassen für Mittelchen, für die nie ein Wirknachweis erbracht worden ist.
    • nach mehreren Anläufen und Rückschlägen hat die CSU dieses Jahr die Einführung einer “Infrastrukturabgabe” (vulgo “Ausländer-Maut”) durchgesetzt. Sie hat zwar explizit auch zum Ziel, ausländische PKW-Halter zur Kasse zu bitten, begründet diesen “Racheakt” aber dann doch damit, dass zusätzliche Investitionen in die Verkehrsinfrastruktur notwendig seien. Nun sind sich die meisten Experten aber einig, dass durch diese Maut viel weniger Geld in die Bundeskasse fließt als von der CSU gedacht, womöglich wird sie gar ein Zuschuss-Geschäft. Damit fällt der wesentliche Nutzen dieser Maut weg. Das, freilich, wusste man schon seit langem, hat es aber ignoriert.
    • ganz am rechten Rand des politischen Spektrums versucht die AfD auch mit der Leugnung wissenschaftlicher Erkenntnisse Stimmen zu fangen und schreibt in ihrem Parteiprogramm zum Thema Klimawandel, dass sich das Klima immer schon geändert habe, der Einfluss des Menschen nicht gesichert sei und mehr CO_2 im übrigen gut sei für das Wachstum von Pflanzen.
  2. Die Entwicklungen in der Türkei, in Ungarn, in Polen und in den Vereinigten Staaten haben auch gezeigt, wie schnell der Abbau von Demokratie und der damit verbundene Abbau freier Wissenschaft gehen kann. Es ist daher wichtig, immer wieder daran zu erinnern, wie wichtig freie Wissenschaft für unsere Demokratie und für unseren Wohlstand ist.
  3. Vor der Bundestagswahl im September sollten wir ganz konkret dazu aufrufen, die zur Wahl stehenden Parteien kritisch bezüglich ihrer Unterstützung von Wissenschaft zu beurteilen.
  4. und letztens sehe ich den Science March auch als Appell an Wissenschaftler, mehr zu tun, um die Bedeutung ihrer Wissenschaft einer breiteren Bevölkerungs-Schicht zugänglich zu machen. Wichtig ist dabei meines Erachtens nicht nur das Vermitteln von Ergebnissen, sondern auch die Diskussion der wissenschaftlichen Methode. Wir müssen stärker aufzeigen, wie rigoros Ergebnisse hinterfragt und geprüft werden und dadurch klar machen, weshalb wissenschaftliche Ergebnisse so viel belastbarer sind als Meinungen und Gefühle.

Rescue wrongly encoded e-mail attachment

Due to the long heritage of its underlying transport protocol SMTP, e-mail messages are still base64 encoded. This ensures that binary attachments (such as PDFs or zip files) are converted into the 7-bit ASCII character set [a-zA-Z0-9+/] that the SMTP protocol knows how to handle. The character `=` is used to terminate the so encoded string. The raw content of the attachment may look like this:

Content-Disposition: inline; filename="spe1618_v4_doors_20161107.pdf"
Content-Type: application/pdf; x-unix-mode=0644; 
Content-Transfer-Encoding: base64


Usually your e-mail client handles the decoding for you and all you see is a little icon, e.g. of a PDF document, which you can double-click to open the attachment. Sometimes it happens, however, that your e-mail client fails to properly decode this string and then you cannot open the attachment. In this case, simply save the long string “JVBE…FT0Y=” to a text file, say file.txt and then decode this using this shell command:

cat text.txt | base64 --decode > text.pdf

Hike to Mount Cardigan (New Hampshire, USA)

Yesterday, I hiked up Mount Cardigan, a rocky hill in Western New Hampshire, USA, together with a group of astronomers visiting the Dartmouth AGN workshop Hidden Monsters. Despite the bad weather forecast, we were lucky and didn’t get wet. Even better, we had a fantastic view from the bare-rock summit, standing in the midst of clouds passing by. Here are some impressions:

A time lapse video of a couple of astronomers crawling up the mountain:

And another one with some changing-look cloud cover:

And, finally, here is the GPS track of the hike:


Quite exhausting. Not so much the hike, but all the digital post-processing… 🙂

Solving BibDesk crashes

BibDesk is a great tool to manage your academic references (i.e. papers, books and other publications). Unfortunately the latest version (1.6.5) is crashing quite frequently, at least under Mac OS X 10.11.4. But the problem seems to be easily solvable (as described on the bibdesk mailing list) by changing or adding one parameter in the preferences.

Close BibDesk and open the preference file, i.e.


with a text editor, search for the key


and change its value to 0. In case this key is missing in your preference file (like it was the case on my machine), simply add it to the end of the file (it will re-arrange itself in the right way after re-opening the application), i.e. add


For me this seems to have fixed the crashes.

Can you see the CMB in your analog TV?


Anisotropies in the Cosmic Microwave Background as seen by the Planck Satellite after removing the dipole due to Earth’s rotation around the sun as well as foreground emission. Credit: ESA and the Planck Collaboration

For a public outreach talk I wanted to start with the importance of the Cosmic Microwave Background (CMB) for our understanding of the evolution of the universe. Then I remembered this anecdote that you can “see” the CMB radiation in the noise of your analog TV (if you still have one) and started wondering if that is actually true…

How much of the “noise” in an old analog TV is caused by the Cosmic Microwave Background? (It seems like much less than the claimed 1%)

On the web there are several sources claiming that 1% of the noise between the channels of your TV programme are CMB, but I couldn’t find any actual calculation. So I tried my own.

Since I’m not an antenna expert and couldn’t immediately find some meaningful numbers for the radiation for analog terrestrial TV, I used this to come up with an order of magnitude number:

The old analog sender on top of mount Wendelstein in Upper Bavaria radiated at 0.4 kW in channel 48 according to the Wikipedia page. Channel 48 is at about 680 MHz and has a bandwidth of about 8 Mhz. This sender was apparently only used to broadcast to Bayrischzell which is about 2 km away. The sender had a round radiation pattern, i.e. it radiated in all directions, but only in one plane. However, since the town of Bayrischzell has a finite length, the half-power beam-width cannot have been too small. I assume here an H/R of ~ 0.2, i.e. at 2 km distance the half-power beam-width should be ~ 400m (i.e. illuminating an area of 5e6 m^2 at that distance). This is of course only a crude estimate, but for an order of magnitude calculation it should be OK. The specific flux received in Bayrischzell from this sender is thus

0.4 kW / (5e6 m^2 * 8e6 Hz) = 1e-11 W(m^2 Hz) or about 1e15 Jansky (in radio astronomers’ units)

The old radio + TV transmitter on top of mount Wendelstein in the Bavarian alps. The transmitter is the red-white painted steel structure.

OK, now let’s look at the specific flux of the CMB. This is easy, we just need to substitute proper values (2.7 K, 680 MHz) in the Planck equation and arrive at a specific flux of about 5.4e5 Jansky at the frequency used for the local TV station.

Now we need to compare this not to the signal strength estimated above, but to the estimated noise level of a typical analog TV receiver system. This is a bit tricky, but typical carrier-to-noise ratios (CNR) should be of some help. The carrier-to-noise ratio is the signal-to-noise ratio of a modulated signal. I didn’t find any recommended CNR values for terrestrial analog TV, but other CNR values for TV might give some guidance. In an article published with the Society of Cable Telecommunications Engineers, this guidance is given:

The FCC’s minimum CNR is 43 dB, which, in my opinion, is nowhere near good enough in today’s competitive environment. Indeed, most cable operators have company specs for end-of- line CNR somewhere in the mid to high 40s, typically 46 to 49 dB.

The National Association of Broadcasters Engineering Handbook (p. 1755) has a similar statement:

Noise will become apparent in pictures as the carrier-to-noise ratio (CNR) approaches 43-44 dB […]; a good design target is 48-50 dB.

So let’s assume the sender on mount Wendelstein is calibrated such that is achieves a CNR of 50 dB for the terrestrial analog broadcasting of the local TV station in nearby Bayrischzell. This means the signal is a factor 100,000 (1e5) stronger than the noise.

In this case, the noise level in the TV is about 1e10 Jy or about 200.000 times larger than the CMB signal. So, if this calculation is correct, it seems unlikely that you would be able to see the CMB signal while searching for signal with your analog terrestrial TV.


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