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Use Cases of the ESO telescope bibliography
Uta Grothkopf, Silvia Meakins, Dominic Bordelon ESO Library [email protected]
ESO Library — LISA VIII, Strasbourg, France, June 2017
ESO Library — LISA VIII, Strasbourg, France, June 2017
Use cases of the ESO telescope bibliography
UtaDominic
Silvia
1
23
telbib.eso.org
Text mining
visual inspection
ESO TELBIB SELECTION CRITERIA:
Papers that ‣ partly or exclusively use ESO data
(proprietary or archival) —> included
Papers that ‣ quote results from literature ‣ mention ongoing projects ‣ suggest future observations ‣ describe instrumentation / software ‣ use data in models or simulations merely as examples ‣ use images only as visual reference
—> excluded
Data links and metadata in telbib
ESO Library — LISA VIII, Strasbourg, France, June 2017
Other tags (press releases etc.)
Program IDs, telescopes/instruments, archive use, obs. info
Author names + affiliations
Data use acknowledged
Data links and metadata in telbib
ESO Library — LISA VIII, Strasbourg, France, June 2017
obs
mod
e
proID ALMA/APEX partner
obs type
instru- ments archival infosurvey
names
scien
ce v
erific
atio
n
Large variety of parameters not available
from anywhere else
‣ approx. 70% correct proIDs in VLT papers
‣ human curation needed
Questions we can answer
1. Productivity & Impact
2. Demographics
3. Publishing trends
4. Instrumentation management
ESO Library — LISA VIII, Strasbourg, France, June 2017
Productivity & Impact
ESO Library — LISA VIII, Strasbourg, France, June 2017
How many papers?
How many citations?
Productivity & Impact
‣ Number of papers and citations per ‣ observatory ‣ instrument ‣ telescope ‣ program ‣ observing mode ‣ program type ‣ author nationality ‣ journal ‣ etc.
ESO Library — LISA VIII, Strasbourg, France, June 2017
Productivity & Impact
‣ Number of papers and citations per ‣ observatory ‣ instrument ‣ telescope ‣ program ‣ observing mode ‣ program type ‣ author nationality ‣ journal ‣ etc.
0
20
40
60
80
100
120
140
VLTinstruments2016
ESO Library — LISA VIII, Strasbourg, France, June 2017
0
20
40
60
80
100
2000 2002 2004 2006 2008 2010 2012 2014 2016
A&A ApJ/ApJS MNRASAJ Nature, Science Other%
ESO Library — LISA VIII, Strasbourg, France, June 2017
‣ Number of papers and citations per ‣ observatory ‣ instrument ‣ telescope ‣ program ‣ observing mode ‣ program type ‣ author nationality ‣ journal ‣ etc.
Productivity & Impact
2002: UK joins ESO
ESO Library — LISA VIII, Strasbourg, France, June 2017
Sterzik et al. (2015)
‣ Number of papers and citations per ‣ observatory ‣ instrument ‣ telescope ‣ program ‣ observing mode ‣ program type
‣ author nationality ‣ journal ‣ etc.
Productivity & Impact
cumulative curves; right = best
Demographics
ESO Library — LISA VIII, Strasbourg, France, June 2017
How many distinct authors?
Which nationalities (countries of their affiliations)?
0
5.000
10.000
15.000
20.000
1999
2000
2001
2002
2003
2004
2005
2006
2007
2008
2009
2010
2011
2012
2013
2014
2015
2016
Cumulative distinct telbib authors
1.323
16.959
Demographics: distinct authors
ESO Library — LISA VIII, Strasbourg, France, June 2017
2005: 1st paper with 100+ authors
2016: 5 papers with 100+ authors
(3 with 600+)
2011: 4 papers with 100+ authors
Demographics: author nationalities
ESO Library — LISA VIII, Strasbourg, France, June 2017
‣ 1st authors from 64 countries
ESO Library — LISA VIII, Strasbourg, France, June 2017
Publishing trends
How many authors and programs per paper?
Fraction of papers that use archival data?
Synergies with other observatories?
ESO Library — LISA VIII, Strasbourg, France, June 2017
Trends: authors + programs per paper
0
2
4
6
8
10
12
14
2000
2002
2004
2006
2008
2010
2012
2014
2016
Average # authors
13.9
6.5
0
1
2
3
4
2000
2002
2004
2006
2008
2010
2012
2014
2016
Average # programs
3.2
1.5
2016: 3 papers with 600+ authors
ESO Library — LISA VIII, Strasbourg, France, June 2017
0
100
200
300
400
500
600
700
1999 2000 2001 2002 2003 2004 2005 2006 2007 2008 2009 2010 2011 2012 2013 2014 2015 2016
436437434425
462
456
423388403409
343
318296
242
146
101
5129
130118129140152
9987858386704146181341
VLT archival papersVLT new data papers
Trends: archival data
Archival + new data11%
Archival data only12%
New data only77%
2012-2016: approx. 23% archival
ESO Library — LISA VIII, Strasbourg, France, June 2017
64%
no
over
lap36
% o
verla
p
with
HST
, Gem
ini, K
eck,
Sub
aru,
ALM
A
Gemini 8%
HST 24%
Keck 8% Subaru
3% ALMA 1%
VLT 100%
pub years 2012-2016 n = 2,863
Trends: synergies with other observatories
Instrumentation management
ESO Library — LISA VIII, Strasbourg, France, June 2017
Do any observing facilities need upgrades? Should they even be replaced?
Instrumentation management
ESO Library — LISA VIII, Strasbourg, France, June 2017
‣ Planning tools:
✴ knowledge of community’s needs, demand for observing time [not in telbib] ✴ number of papers ✴ number of citations ✴ citation flux curves: citations by year of citing paper
Based on Kulkarni, arXiv:1606.06674: “Instruments with decreasing overall citation counts should be upgraded or replaced.”
Instrumentation management
ESO Library — LISA VIII, Strasbourg, France, June 2017
‣ Example 1: HAWK-I
0
5
10
15
20
25
30
35
40
Numberofpapers
0
500
1000
1500
2000
2500
Citationcount
Summary: decline in papers since 2013; new module installed 2016/2017. Outlook: impact of upgrade to be assessed
Instrumentation management
ESO Library — LISA VIII, Strasbourg, France, June 2017
‣ Example 2: X-SHOOTER
0
10
20
30
40
50
60
70
80
90
Numberofpapers
0
500
1000
1500
2000
2500
3000
3500
Citationcount
Summary: steep rise of papers and citations from start; paper “plateau” at approx. 70/yr Outlook: some upgrades planned
Instrumentation management
ESO Library — LISA VIII, Strasbourg, France, June 2017
‣ Example 3: ISAAC
0
10
20
30
40
50
60
70
80
90
100
Numberofpapers
0
1000
2000
3000
4000
5000
6000
Citationcount
Summary: ISAAC was among first VLT instruments; citation plateau reached Status: decommissioned in Dec. 2013
Questions we cannot answer
‣ Subject analyses + trends in topics (will the UAT help?)
‣ Author gender studies (ORCID?)
‣ No “weights” assigned to data in papers (1 spectrum vs. multiple observations vs. big data sets)
‣ telbib results can become “blurry” for papers with many programs with different characteristics
ESO Library — LISA VIII, Strasbourg, France, June 2017
Take-away Points
ESO Library — LISA VIII, Strasbourg, France, June 2017
1. telbib is curated ‣ curation = “to take care of” ‣ workflow ensures quality content ‣ including, but not limited to linking programs to papers
2. telbib provides insights ‣ numerous statistics, reports, and visualizations ‣ large range of parameters ‣ data available for 20+ years ‣ tool to understand publishing trends
3. telbib has many facets — and some limits ‣ not all questions can be answered ‣ continuous enhancement with new features