------------------------------------------------------------------------
The world's greatest astronomer(s)
------------------------------------------------------------------------
Recently my colleague T. Padmanabhan ("Paddy") of IUCAA (also the
author of a well-known series of textbooks for graduate students
in Astronomy) became interested in cataloging the world's greatest
scientists in XX field. He sent me an Excel spreadsheet
"WorldScientist2percent.xlsx" produced by the greatest brains at
Stanford which ostensibly lists the top 2% of scientists across
humanity (in present times). [This file can be found in
../../LargeFiles/WorldScientist2percent.xlsx ]
IUCAA, Paddy's home institution, is primarily an astronomy place.
So I thought it would be useful to produce such a list for Paddy
using the Stanford database.
Paddy is a high quality scientist well known for his efforts in
Quantizing Gravity, arguably the foremost problem in modern physics.
I did not want him to waste time in printing the catalog and manually
going through the catalog. Doing so would have set back progress in
Quantum Gravity by a year (at least). Given the additional problems
we are now facing (COVID, climate change, Trump & polarized US) it would be
tragic for any such delays to occur.
Fortunately, the intended task is trivial for an amateur of the
Unix OS. Equally, the solution provides a useful lesson for a
beginner. So I added this solution to my Unix exercise list (which
I use to teach the occasional Caltech student who is interested in
Unix).
Step 1: I saved the Excel spreadsheet as a "tab separated format"
(tsv), "S.tsv". A visual review of the file shows presence of
non-ASCII characters. Some of the classic Unix tasks (e.g. tr,
sort) cannot cope up with non-ASCII characters. So let us get rid
of the umlauts etc. [This means the Feryal Oz\"el -> Feryal Ozl].
$ iconv -c -t UTF-8 S.tsv > Stanford.tsv
The file "Stanford.tsv" is now our basic file.
------------------------------------------------------------------------
I. A Reconnaissance of the data base
------------------------------------------------------------------------
Step 2: Figure out which column is what.
$ head -1 Stanford.tsv | tr '\t' '\n' | nl
1 Author Name
2 Institute Name
3 Country
4 Number of Papers
5 firstyr
6 lastyr
7 c score
8 Subject Field
9 Rank within field
10 Total authors within field
[Fewer keystrokes
$ csvcut -n -t Stanford.tsv
$ csvcut -nt Stanford.tsv #!!
]
It is useful to look at a typical entry. What better than my own.
$ grep Shrinivas Stanford.tsv
"Kulkarni, Shrinivas R." California Institute of Technology usa 577 1982 2020 4.021087902 Astronomy & Astrophysics 236 42624
So it appears that my first paper was published in 1982 and my last
paper in 2020. I have apparently been involved in 577 papers and
and a resident of "usa". According to the Stanford database there
are 42,624 scientists in the field of "Astronomy & Astrophysics"
and "c-score" is 4.021 and my rank is 236.
Exercise: Find Paddy's entry in the data base but in one shot
(problem: there are several other Padmanabhans).
"Padmanabhan, T." Inter-University Centre for Astronomy and Astrophysics India ind 324 1977 2020 4.534670853 Nuclear & Particle Physics 24 110499
Not surprisingly we find Paddy up at the top of the Particle Physics group.
The next step is to understand the dimensions and integrity of the
database. To this end we use the Swiss-army knife, "datamash".
$ datamash check < Stanford.tsv
159684 lines, 10 fields
So the number of records is 159,684 and the database is uniform
(every record has the same number of fields). This means that our
one-liner need not worry about making exceptions.
Finally, out of curiosity let us look at the fields (classifications)
and the corresponding fraction but expressed as ppt (parts per
thousand). So we need to bin the data by an attribute (the field)
-- a task that is elegantly suited to associative arrays of awk.
$ sed 1d Stanford.tsv | \
awk -F"\t" '{a[$8]++; ntot=NR} \
END{for (i in a) \
{printf "%-45s\t%d\t%-0.2f\n", i,a[i],a[i]/ntot*1000}}' | sort | nl
# Field Number ppt
1 751 4.70
2 "Art Practice, History & Theory" 33 0.21
3 "History of Science, Technology & Medicine" 49 0.31
4 "Sport, Leisure & Tourism" 132 0.83
5 "Strategic, Defense & Security Studies" 360 2.25
6 Accounting 95 0.59
7 Acoustics 599 3.75
8 Aerospace & Aeronautics 979 6.13
.
.
The database admits of 175 fields. Apparently, the Stanford
scientists were not able to classify the field for 751 people.
There are 1658 astronomers who amount to 10.38 ppt (parts per
thousand) or 1.038% of the total number of entries in the database.
This fraction can be compared with 3% for Applied Physics & 4.3%
for Neurology and 0.04% for Folklore & 0.17% for Geology (!).
------------------------------------------------------------------------
II. Analysis: Astronomy
------------------------------------------------------------------------
Rather than deal with the full database let us now focus on
astronomers.
$ grep "Astronomy & Astrophysics" Stanford.tsv > Astro_Stanford.tsv
$ wc -l !$
1658 Astro_Stanford.tsv
There are 1658 entries for Astronomy. Earlier, we had learnt that
according to the database the number of astronomers world wide is
42,624 - a rather staggering number for professional star-gazers).
Thus, it appears that the database has 3.8% of the top ranked
astronomers (as opposed to what Paddy informed me - 2%).
Exercise: Using datamash determine min, max, q1, q2, q3 of the
scores for Astronomy.
Moving on we wish to construct a rank-ordered list of astronomers
$ sort -t $'\t' -k9n Astro_Stanford.tsv|sed 's/"//g' | \
awk -F"\t" '{print $9,$1,$2,$3}' OFS="\t" > paddy.tsv
As all aficionados know, the key metric in a one-liner is the
(smallest) number of key strokes. This exercise is instructive for
observers who have to deal with real-life data. Motivated thus, I
break it into steps and offer an explanation for each step:
$ sort -t $'\t' -k9n | #1
sed 's/"//g' | #2
awk -F"\t" '{print $9,$1,$2,$3}' OFS="\t" #3
> paddy.tsv #4
#1 We wish to sort on column 9 (rank). We need to inform sort that
the file a tab separated file. The character following the option
-t should be a tab. However, sort is an old program and so does
not accept the modern representation for tab "\t". We have two
choices: -t $'\t' (modern bash, ksh, zsh) or going back to the
basics (Unix arcana) use -t "cntrl+v tab" (control+v followed
by tab; as in vi). This is the sort of arcana that gives Unix
a bad name.
#2 Get rid of annoying double quotes around the names
#3 rearrange the four columns for printing using "\t" as the output
field separator (OFS="\t")
#4 in honor of Paddy, the output file is named "paddy.tsv"
"paddy.tsv" is a handy file and you are now ready to explore the
world of the greatest astronomers. It can be found in the Appendix.
------------------------------------------------------------------------
III. Explore the greats of modern astronomy
------------------------------------------------------------------------
Let us first histogram astronomer by their country of residence.
$ awk -F"\t" '{print $NF}' paddy.tsv | sort | uniq -c | sort -k1n
1 hrv
1 prt
1 ukr
2 are
2 cze
2 grc
2 hun
3 arg
3 aut
3 irl
3 nor
4 fin
4 hkg
4 ind
4 twn
5 bra
6 bel
7 kor
7 mex
11 chl
11 pol
11 swe
12 dnk
12 zaf
16 chn
17 rus
22 che
24 esp
28 isr
36 jpn
40 nld
50 aus
55 can
73 ita
78 fra
110 deu
160 gbr
828 usa
[These are ISO-standard 3-letter does for country. See
https://www.iban.com/country-codes ]
[How about this instead (saves key strokes!)
$ csvcut -H -t -c4 paddy.tsv | sort | uniq -c | sort -k1n
$ csvcut -Htc4 paddy.tsv | sort | uniq -c | sort -k1n #? no comprehendo!?
I was not aware of astronomy in Finland. So
$ grep 'fin$' paddy.tsv
343 Usoskin, Ilya, Oulun Yliopisto, fin
820 Salo, H., Oulun Yliopisto, fin
832 Muinonen, Karri, Helsingin Yliopisto, fin
1151 Juvela, Mika, Helsingin Yliopisto, fin
Perhaps you are visiting China next month. You want to be tactful
or devilishly clever.
$ grep ' chn$' paddy.tsv
16 Ho, L. C. Peking University chn
340 Jing, Y. P. Shanghai Jiao Tong University chn
612 Han, Zhan Wen National Astronomical Observatories Chinese Academy of Sciences chn
696 Dai, Z. G. Nanjing University chn
842 Hobbs, George National Astronomical Observatories Chinese Academy of Sciences chn
960 Yuan, F. Shanghai Astronomical Observatory Chinese Academy of Sciences chn
1003 Li, Hui Jiangxi Science and Technology Normal University chn
1006 Ma, Jun Ling Beijing Cancer Hospital chn
1017 Zhao, Gong Bo National Astronomical Observatories Chinese Academy of Sciences chn
1056 Li, Li Xin Peking University chn
1098 Cui, W. Tsinghua University chn
1117 Qian, Shengbang Chinese Academy of Sciences chn
1132 Bai, Xue Ning Tsinghua University chn
1344 Zhu, Zong Hong Beijing Normal University chn
1430 Zhang, Shuang Nan Institute of High Energy Physics Chinese Academy of Science chn
1463 Chen, P. F. Nanjing University chn
As you can see I am already reaping the benefits of my modest
investment of time. Mark Twain, were he to be alive today, would
certainly have said "There is something fascinating about Unix.
One gets such wholesale returns of conjecture out of such a trifling
investment of key strokes."
A histogram of the scores would give the reader some insight into
the precision of the scores.
$ cut -f7 paddy.tsv | datamash --full bin:0.05 1 | cut -f2 | sort -k1nr | uniq -c | awk '{a+=$1; print $2 "\t" $1 "\t" a}'
score # cumulative
4.85 1 1 <top-rank score
4.75 2 3
4.7 1 4
4.65 1 5
4.6 1 6
4.5 5 11
4.45 12 23
4.4 5 28
4.35 6 34
4.3 11 45
4.25 14 59
4.2 29 88
4.15 24 112
4.1 41 153
4.05 39 192 <- SRK rank
4 65 257
3.95 64 321
3.9 78 399
3.85 89 488
3.8 105 593
3.75 108 701
3.7 159 860
3.65 156 1016
3.6 186 1202
3.55 167 1369
3.5 210 1579
3.45 79 1658 <- bottom rank
========================================================================
APPENDIX
The master astronomy file. You can use this file strategically.
[You are at a cocktail party. You meet a famous astronomer. You
impress them by informing them their Stanford rank! Perhaps not!]
$ cat paddy.csv
1 Springel, Volker, Max Planck Institute for Astrophysics, deu
2 Fabian, Andrew C., Institute of Astronomy, gbr
3 Hernquist, Lars, Harvard-Smithsonian Center for Astrophysics, usa
4 Kennicutt, R. C., The University of Arizona, usa
5 Woosley, S. E., University of California, Santa Cruz, usa
6 Tegmark, Max, Massachusetts Institute of Technology, usa
7 Draine, B. T., Princeton University, usa
8 McLennan, Scott M., Stony Brook University, usa
9 Aharonian, F., Max Planck Institute for Nuclear Physics, deu
10 Spergel, David N., Princeton University, usa
11 Tielens, Alexander G.G.M., Leiden Observatory Research Institute, nld
12 Van Dokkum, P. G., Yale University, usa
13 Piran, Tsvi, Hebrew University of Jerusalem, isr
14 Filippenko, Alexei V., University of California, Berkeley, usa
15 Chabrier, G., Ecole Normale Suprieure de Lyon, fra
16 Ho, L. C., Peking University, chn
17 Mszros, Peter, Pennsylvania State University, usa
18 Head, James W., Brown University, usa
19 Rees, Martin J., Institute of Astronomy, gbr
20 Loeb, Abraham, Harvard University, usa
21 Kroupa, Pavel, Universitt Bonn, deu
22 Hopkins, P., California Institute of Technology, usa
23 Narayan, R., Harvard-Smithsonian Center for Astrophysics, usa
24 Silk, Joseph, Johns Hopkins University, usa
25 Madau, P., University of California, Santa Cruz, usa
26 Kasting, James F., Pennsylvania State University, usa
27 Wright, Edward L., University of California, Los Angeles, usa
28 Melosh, H. J., College of Science, usa
29 Kochanek, Christopher S., The Ohio State University, usa
30 Burrows, Adam, Princeton University, usa
31 Cardoso, J. F., Sorbonne Universite, fra
32 Elmegreen, Bruce G., IBM Thomas J. Watson Research Center, usa
33 Efstathiou, George, Institute of Astronomy, gbr
34 Orgel, Leslie E., Salk Institute for Biological Studies, usa
35 Zhang, Bing, University of Nevada, Las Vegas, usa
36 White, Simon D.M., Max Planck Institute for Astrophysics, deu
37 Begelman, Mitchell C., University of Colorado Boulder, usa
38 Merritt, D., Rochester Institute of Technology, usa
39 Hartmann, Lee, University of Michigan, Ann Arbor, usa
40 Kauffmann, Guinevere, Max Planck Institute for Astrophysics, deu
41 Christensen, P. R., School of Earth and Space Exploration, usa
42 Heckman, Timothy M., Johns Hopkins University Krieger School of Arts and Sciences, usa
43 Gould, Andrew, The Ohio State University, usa
44 Asplund, Martin, Australian National University, aus
45 Herbst, Eric, University of Virginia, usa
46 McKay, C. P., NASA Ames Research Center, usa
47 Bethe, Hans A., Cornell University, usa
48 Van Dishoeck, E. F., Leiden Observatory Research Institute, nld
49 Dermer, C. D., The George Washington University, usa
50 Cooray, Asantha, University of California, Irvine, usa
51 Gehrels, N., NASA Goddard Space Flight Center, usa
52 Stevenson, D. J., Division of Geological and Planetary Sciences, usa
53 Squyres, S., Cornell University, usa
54 Janka, H. Thomas, Max Planck Institute for Astrophysics, deu
55 Riess, A. G., Johns Hopkins University, usa
56 Eisenstein, Daniel J., Harvard-Smithsonian Center for Astrophysics, usa
57 Burkert, Andreas, Ludwig-Maximilians-Universitt Mnchen, deu
58 Blandford, R. D., Stanford University, usa
59 Grotzinger, John P., Division of Geological and Planetary Sciences, usa
60 Moore, B., University of Zurich, che
61 Ellis, Richard S., UCL, gbr
62 Baker, Victor R., The University of Arizona, usa
63 Aschwanden, Markus J., Lockheed Martin Corporation, usa
64 Steidel, Charles C., California Institute of Technology, usa
65 Zuber, M. T., Massachusetts Institute of Technology, usa
66 Cen, Renyue, Princeton University Observatory, usa
67 Schaye, Joop, Leiden Observatory Research Institute, nld
68 Tremaine, Scott, Institute for Advanced Studies, usa
69 King, Andrew, Leiden Observatory Research Institute, nld
70 Henning, Th, Max Planck Institute for Astronomy, deu
71 Boss, Alan P., Carnegie Institution of Washington, usa
72 Brandenburg, A., University of Colorado Boulder, usa
73 Lazarian, Alex, University of Wisconsin-Madison, usa
74 Laskar, Jacques, L'Observatoire de Paris, fra
75 Fan, Xiaohui, The University of Arizona, usa
76 Quataert, Eliot, University of California, Berkeley, usa
77 Conselice, Christopher J., University of Nottingham, gbr
78 Deamer, David, University of California, Santa Cruz, usa
79 Lin, R. P., Space Sciences Laboratory at UC Berkeley, usa
80 Bell, Eric F., University of Michigan, Ann Arbor, usa
81 Christensen-Dalsgaard, Jrgen, Aarhus Universitet, dnk
82 Berger, E., Harvard-Smithsonian Center for Astrophysics, usa
83 Solanki, S. K., Max Planck Institute for Solar System Research, deu
84 Waxman, Eli, Weizmann Institute of Science Israel, isr
85 Frail, D. A., National Radio Astronomy Observatory Socorro, usa
86 Udalski, A., University of Warsaw, pol
87 Dekel, Avishai, Hebrew University of Jerusalem, isr
88 Tonry, J., University of Hawai_i at M_noa, usa
89 Ghisellini, Gabriele, Osservatorio Astronomico di Brera, ita
90 Lilly, Simon J., ETH Zrich, che
91 Calzetti, Daniela, University of Massachusetts Amherst, usa
92 Ostriker, Jeremiah P., Columbia University in the City of New York, usa
93 Bate, Matthew R., University of Exeter, gbr
94 Lissauer, Jack J., NASA Ames Research Center, usa
95 Kravtsov, Andrey V., The Kavli Institute for Cosmological Physics, usa
96 Harris, William E., McMaster University, can
97 Morbidelli, A., Observatoire de la Cte d'Azur, fra
98 Chevalier, R. A., University of Virginia, usa
99 Weinberg, David H., The Ohio State University, usa
100 Elvis, Martin, Harvard-Smithsonian Center for Astrophysics, usa
101 Kaiser, N., cole Normale Suprieure, fra
102 Smith, Nathan, The University of Arizona, usa
103 Reynolds, Christopher S., Institute of Astronomy, gbr
104 Prochaska, J. Xavier, University of Tokyo, jpn
105 Solomon, Sean C., Lamont-Doherty Earth Observatory, usa
106 Van Den Bosch, Frank C., Yale University, usa
107 Fender, R. P., University of Oxford, gbr
108 Howard, A. D., University of Virginia, usa
109 York, Donald G., The Enrico Fermi Institute, usa
110 McGaugh, Stacy S., Case Western Reserve University, usa
111 Bond, J. R., Canadian Institute for Theoretical Astrophysics, can
112 Renzini, A., Osservatorio Astronomico di Padova, ita
113 Hillenbrand, Lynne A., California Institute of Technology, usa
114 Sheth, Ravi K., University of Pennsylvania, usa
115 Lodders, Katharina, Washington University in St. Louis, McDonnell Center for the Space Sciences, usa
116 Cole, Shaun, University of Durham, gbr
117 Torres, D. F., Instituci Catalana de Recerca i Estudis Avanats, esp
118 Menten, K. M., Max Planck Institute for Radio Astronomy, deu
119 Frenk, Carlos S., University of Durham, gbr
120 Boynton, W. V., The University of Arizona, usa
121 Jewitt, David C., University of California, Los Angeles, usa
122 Peebles, P. J.E., Princeton University, usa
123 Schneider, Peter, Universitt Bonn, deu
124 Miralda-Escud, Jordi, Instituci Catalana de Recerca i Estudis Avanats, esp
125 Krumholz, Mark R., Australian National University, aus
126 Pringle, J. E., Institute of Astronomy, gbr
127 Greeley, Ronald, School of Earth and Space Exploration, usa
128 Luhman, Kevin L., Pennsylvania State University, usa
129 Klessen, Ralf, Universitt Heidelberg, deu
130 Manchester, Richard N., Australia Telescope National Facility, aus
131 Netzer, H., Tel Aviv University, isr
132 Bower, Richard G., University of Durham, gbr
133 Miller, Stanley L., University of California, San Diego, usa
134 Szalay, A. S., Johns Hopkins University, usa
135 Peacock, John A., University of Edinburgh, Institute for Astronomy, gbr
136 Condon, J. J., National Radio Astronomy Observatory, usa
137 Navarro, Julio F., University of Victoria, can
138 Reid, I. N., STScI, usa
139 Fryer, C. L., Los Alamos National Laboratory, usa
140 Schrijver, Carolus J., International Space Science Institute, che
141 Zank, Gary P., Center for Space Plasma and Aeronomic Research, usa
142 Binney, James, University of Oxford, gbr
143 Paczynski, B., Princeton University Observatory, usa
144 Romani, Roger W., Stanford University, usa
145 Myers, Philip C., Harvard-Smithsonian Center for Astrophysics, usa
146 Stetson, Peter B., National Research Council Canada, can
147 Haiman, Z., Columbia University in the City of New York, usa
148 Maraston, C., University of Portsmouth, gbr
149 Lorenz, R. D., Johns Hopkins University Applied Physics Laboratory, usa
150 Daddi, Emanuele, Universite Paris-Saclay, fra
151 Cappellari, Michele, University of Oxford, gbr
152 Blanton, Michael R., The Center for Cosmology and Particle Physics, usa
153 Sari, Re'Em, Hebrew University of Jerusalem, isr
154 Bildsten, Lars, University of California, Santa Barbara, usa
155 Gnedin, Nickolay Y., The University of Chicago, usa
156 Carr, Michael, United States Geological Survey, usa
157 Somerville, R. S., Simons Foundation, usa
158 Pieters, C., Brown University, usa
159 Graham, Alister W., Swinburne University of Technology, aus
160 Majewski, Steven R., University of Virginia, usa
161 Bada, Jeffrey L., Scripps Institution of Oceanography, usa
162 Livio, Mario, University of Nevada, Las Vegas, usa
163 McEwen, A. S., The University of Arizona, usa
164 Gopalswamy, N., NASA Goddard Space Flight Center, usa
165 Hartmann, William K., Planetary Science Institute, usa
166 Spruit, H. C., Max Planck Institute for Astrophysics, deu
167 van der Klis, Michiel, Universiteit van Amsterdam, nld
168 Thomas, P. C., Cornell Center for Astrophysics and Planetary Science, usa
169 Reames, Donald V., University of Maryland, usa
170 Reid, M. J., Harvard-Smithsonian Center for Astrophysics, usa
171 Miller, J., University of Maryland, usa
172 Balbus, Steven A., University of Oxford, gbr
173 Zaritsky, Dennis, The University of Arizona, usa
174 Perlmutter, S., Lawrence Berkeley National Laboratory, usa
175 Seager, Sara, Massachusetts Institute of Technology, usa
176 Beers, Timothy C., University of Notre Dame, usa
177 Andersson, N., University of Southampton, gbr
178 Wang, Y. M., Naval Research Laboratory, usa
179 Lunine, J. I., Cornell University, usa
180 Soker, Noam, Technion - Israel Institute of Technology, isr
181 Finkbeiner, Douglas P., Harvard University, usa
182 Krolik, Julian H., Johns Hopkins University, usa
183 Hapke, Bruce, University of Pittsburgh, usa
184 Frieman, J., Fermi National Accelerator Laboratory, usa
185 Dav, Romeel, University of the Western Cape, zaf
186 Shibata, Kazunari, Kyoto University, jpn
187 Mateo, Mario, University of Michigan, Ann Arbor, usa
188 Genzel, R., Max Planck Institute for Extraterrestrial Physics, deu
189 Rieke, George H., The University of Arizona, usa
190 Lada, Charles J., Harvard-Smithsonian Center for Astrophysics, usa
191 Bartelmann, Matthias, Universitt Heidelberg, deu
192 Hasinger, Gnther, European Space Astronomy Centre, esp
193 Malin, Michael C., Malin Space Science Systems, usa
194 Rowan-Robinson, Michael, Imperial College London, gbr
195 Murray, Norm, Canadian Institute for Theoretical Astrophysics, can
196 Ferrarese, Laura, National Research Council Canada, can
197 Langer, Norbert, Universitt Bonn, deu
198 Johnson, Robert E., University of Virginia, usa
199 Ratra, Bharat, Kansas State University, usa
200 Thompson, D. J., NASA Goddard Space Flight Center, usa
201 Gammie, C. F., University of Illinois at Urbana-Champaign, usa
202 Hudson, Hugh S., University of Glasgow, gbr
203 Sanders, David B., University of Hawai_i at M_noa, usa
204 Davis, Marc, University of California, Berkeley, usa
205 Evans, Neal J., The University of Texas at Austin, usa
206 Carpenter, John M., Atacama Large Millimeter-submillimeter Array, chl
207 Burgasser, Adam J., Center for Astrophysics & Space Sciences, usa
208 Pollack, James B., University of Idaho, usa
209 Mushotzky, Richard, University of Maryland, usa
210 Treu, Tommaso, University of California, Los Angeles, usa
211 Balsara, Dinshaw S., University of Notre Dame, usa
212 Kenyon, Scott J., Smithsonian Astrophysical Observatory, usa
213 Zuckerman, B., University of California, Los Angeles, usa
214 Mustard, J. F., Brown University, usa
215 Allen, S., Stanford University, usa
216 Franx, Marijn, Leiden Observatory Research Institute, nld
217 Schaerer, D., Universit de Genve, che
218 Portegies Zwart, Simon, Leiden Observatory Research Institute, nld
219 Wilson, Lionel, Lancaster Environment Centre, gbr
220 Veilleux, Sylvain, University of Maryland, usa
221 Maeder, Andre, Universit de Genve, che
222 Van Der Marel, R. P., STScI, usa
223 Cumming, A., University of Glasgow, gbr
224 Blain, Andrew, University of Leicester, gbr
225 Carilli, Christopher L., National Radio Astronomy Observatory Socorro, usa
226 Bekki, Kenji, University of Western Australia, aus
227 Harding, Alice K., NASA Goddard Space Flight Center, usa
228 Stern, D., Jet Propulsion Laboratory, usa
229 Burlaga, L. F., NASA Goddard Space Flight Center, usa
230 Sheeley, N. R., Naval Research Laboratory, usa
231 Lyne, A. G., University of Manchester, gbr
232 Teyssier, Romain, University of Zurich, che
233 Stone, James M., Princeton University, usa
234 Kaspi, V. M., McGill University, can
235 Markevitch, Maxim, NASA Goddard Space Flight Center, usa
236 Kulkarni, Shrinivas R., California Institute of Technology, usa
237 Kirkpatrick, J. Davy, Infrared Processing & Analysis Center, usa
238 Girardi, L., Osservatorio Astronomico di Padova, ita
239 Cernicharo, J., CSIC - Instituto de Fisica Fundamental (IFF), esp
240 Giavalisco, Mauro, University of Massachusetts Amherst, usa
241 Nomoto, Ken'ichi, University of Tokyo, jpn
242 Basu, Sarbani, Yale University, usa
243 Phillips, Mark, Las Campanas Observatory, chl
244 Lai, Dong, Cornell Center for Astrophysics and Planetary Science, usa
245 Dopita, Michael A., Australian National University, aus
246 Schubert, Gerald, University of California, Los Angeles, usa
247 Katz, Neal, University of Massachusetts Amherst, usa
248 Volonteri, Marta, Institut d 'Astrophysique de Paris, fra
249 Zhang, M., Universite Paris-Saclay, fra
250 Des Marais, D. J., NASA Ames Research Center, usa
251 McComas, D. J., Princeton University, usa
252 Bland-Hawthorn, Joss, The University of Sydney, aus
253 Hawley, John F., University of Virginia, usa
254 Hauschildt, Peter H., Universitt Hamburg, deu
255 Kalogera, Vicky, Northwestern University, usa
256 Cohen, Judith, California Institute of Technology, usa
257 Schlickeiser, R., Ruhr-Universitat Bochum, deu
258 Goldsmith, Paul F., Jet Propulsion Laboratory, usa
259 Miller, Jon M., University of Michigan, Ann Arbor, usa
260 Smartt, S. J., Queen's University Belfast, gbr
261 Athanassoula, E., Laboratoire d'Astrophysique de Marseille, fra
262 Shapley, Alice E., University of California, Los Angeles, usa
263 Ip, Wing H., National Central University Taiwan, twn
264 Garca-Bellido, Juan, Universidad Autnoma de Madrid, esp
265 Beloborodov, Andrei M., Columbia University in the City of New York, usa
266 Schneider, D. P., Pennsylvania State University, usa
267 Benson, Andrew, Carnegie Observatories, usa
268 Bessell, Michael A., Australian National University, aus
269 Guillot, Tristan, Observatoire de la Cte d'Azur, fra
270 Hubeny, Ivan, The University of Arizona, usa
271 Torres, Guillermo, Harvard-Smithsonian Center for Astrophysics, usa
272 De Blok, W. J.G., University of Cape Town, zaf
273 Conroy, Charlie, Harvard-Smithsonian Center for Astrophysics, usa
274 Matthaeus, W. H., The Bartol Research Institute, usa
275 Hogan, Craig, Fermi National Accelerator Laboratory, usa
276 Cockell, Charles S., University of Edinburgh, gbr
277 Taylor, G. B., The University of New Mexico, usa
278 Wagner, Stefan, Centro Brasileiro de Pesquisas Fsicas, bra
279 Schaefer, Bradley E., Louisiana State University, usa
280 Rich, R. Michael, University of California, Los Angeles, usa
281 Mereghetti, S., INAF Istituto di Astrofisica Spaziale e Fisica Cosmica, Milan, ita
282 Santos, Nuno C., Universidade do Porto, Centro de Astrofsica, prt
283 Bromm, V., The University of Texas at Austin, usa
284 Antonucci, R., University of California, Santa Barbara, usa
285 Freedman, Wendy L., The University of Chicago, usa
286 Carlberg, Raymond G., University of Toronto, can
287 Nimmo, F., University of California, Santa Cruz, usa
288 Beck, Rainer, Max Planck Institute for Radio Astronomy, deu
289 Adams, Fred C., University of Michigan, Ann Arbor, usa
290 Zahnle, Kevin J., NASA Ames Research Center, usa
291 Laor, Ari, Technion - Israel Institute of Technology, isr
292 Baugh, Carlton M., University of Durham, gbr
293 Ferland, G. J., University of Kentucky, usa
294 Dullemond, Cornelis P., Universitt Heidelberg, deu
295 Oka, Takeshi, The Enrico Fermi Institute, usa
296 Hoekstra, Henk, Leiden Observatory Research Institute, nld
297 Krasnopolsky, Vladimir A., Moscow Institute of Physics and Technology, rus
298 Scoccimarro, Roman, The Center for Cosmology and Particle Physics, usa
299 Cordes, J. M., Cornell Center for Astrophysics and Planetary Science, usa
300 Cohen, M., University of California, Berkeley, usa
301 Ford, Eric B., Pennsylvania State University, usa
302 Kramer, Michael, University of Manchester, gbr
303 Nakar, Ehud, Tel Aviv University, isr
304 Kosovichev, A. G., New Jersey Institute of Technology, usa
305 Combes, Franoise, CNRS Centre National de la Recherche Scientifique, fra
306 Evans, N. W., Institute of Astronomy, gbr
307 Salpeter, Edwin E., Cornell Center for Astrophysics and Planetary Science, usa
308 Mazzali, P. A., Max Planck Institute for Astrophysics, deu
309 Percival, Will J., University of Waterloo, can
310 Griest, K., University of Colorado Boulder, usa
311 Smith, Michael D., NASA Goddard Space Flight Center, usa
312 Dolphin, A. E., Raytheon, usa
313 Luhmann, J. G., Space Sciences Laboratory at UC Berkeley, usa
314 Knox, L., University of California, Davis, usa
315 Lorimer, D. R., West Virginia University, usa
316 Zinner, Ernst K., Washington University in St. Louis, usa
317 Lambert, David L., The University of Texas at Austin, usa
318 Bahcall, Neta A., Princeton University, usa
319 Brown, Timothy M., University of Colorado Boulder, usa
320 Marcy, Geoffrey W., University of California, Berkeley, usa
321 Dwek, Eli, NASA Goddard Space Flight Center, usa
322 Hogg, David W., The Center for Cosmology and Particle Physics, usa
323 Nelemans, G., Radboud University Nijmegen, nld
324 Evrard, A. E., University of Michigan, Ann Arbor, usa
325 Clark, Roger N., Planetary Science Institute, usa
326 Vikhlinin, Alexey, Space Research Institute of the Russian Academy of Sciences, rus
327 Gal-Yam, A., Weizmann Institute of Science Israel, isr
328 Massey, Philip, Lowell Observatory, usa
329 Brown, Michael E., Division of Geological and Planetary Sciences, usa
330 Peterson, B. M., The Ohio State University, usa
331 Claret, A., Instituto de Astrofsica de Andaluca - CSIC, esp
332 Armitage, Philip J., University of Colorado Boulder, usa
333 Voit, G. Mark, Michigan State University, usa
334 Cranmer, Steven R., University of Colorado Boulder, usa
335 Jenkins, Adrian, University of Durham, gbr
336 Norris, John E., Australian National University, aus
337 Kumar, Pawan, The University of Texas at Austin, usa
338 Greiner, J., Max Planck Institute for Extraterrestrial Physics, deu
339 Dickinson, Mark E., National Optical Astronomy Observatory, usa
340 Jing, Y. P., Shanghai Jiao Tong University, chn
341 Arvidson, R. E., Washington University in St. Louis, usa
342 Wyatt, M. C., Institute of Astronomy, gbr
343 Usoskin, Ilya, Oulun Yliopisto, fin
344 Drury, Luke, Dublin Institute for Advanced Studies, irl
345 Helmi, Amina, University of Groningen, Kapteyn Astronomical Institute, nld
346 Dehnen, Walter, Ludwig-Maximilians-Universitt Mnchen, deu
347 Fortney, Johnathan, University of California, Santa Cruz, usa
348 Leitherer, Claus, STScI, usa
349 Zdziarski, A. A., Nicolaus Copernicus Astronomical Center of the Polish Academy of Sciences, pol
350 Steinmetz, Matthias, Leibniz Institute for Astrophysics Potsdam, deu
351 Strohmayer, T. E., NASA Goddard Space Flight Center, usa
352 Davies, Paul, The University of Adelaide, aus
353 Kasen, Daniel, Lawrence Berkeley National Laboratory, usa
354 Metzger, Brian D., Columbia University in the City of New York, usa
355 Wang, Haimin, New Jersey Institute of Technology, usa
356 Nakariakov, Valery M., Special Astrophysical Observatory, Russian Academy of Sciences, rus
357 Komatsu, Eiichiro, Max Planck Institute for Astrophysics, deu
358 Kormendy, John, The University of Texas at Austin, usa
359 Feigelson, E. D., Pennsylvania State University, usa
360 Sandford, Scott A., NASA Ames Research Center, usa
361 Rasio, Frederic A., Northwestern University, usa
362 Strong, Andrew, Max Planck Institute for Extraterrestrial Physics, deu
363 Strauss, Michael A., Princeton University, usa
364 Scoville, Nicholas, California Institute of Technology, usa
365 Gaensler, B. M., University of Toronto, can
366 Neufeld, David, Johns Hopkins University, usa
367 Enlin, Torsten, Max Planck Institute for Astrophysics, deu
368 Chambers, John, Carnegie Institution of Washington, usa
369 Kouveliotou, Chryssa, The George Washington University, usa
370 Pen, U., Canadian Institute for Advanced Research, can
371 Primack, Joel R., University of California, Santa Cruz, usa
372 Rhoads, J. E., NASA Goddard Space Flight Center, usa
373 Ivison, R. J., European Southern Observatory, deu
374 Van Leeuwen, Floor, Institute of Astronomy, gbr
375 Stern, S. A., Space Science and Engineering Division, usa
376 Weidenschilling, S. J., Planetary Science Institute, usa
377 Rosswog, Stephan, Stockholms universitet, swe
378 Klimchuk, James A., NASA Goddard Space Flight Center, usa
379 Gloeckler, George, University of Michigan, Ann Arbor, usa
380 Carretta, E., INAF Istituto di Astrofisica Spaziale e Fisica Cosmica, Bologna, ita
381 Bhringer, Hans, Max Planck Institute for Extraterrestrial Physics, deu
382 Van Den Bergh, S., National Research Council Canada, can
383 Abe, F., Nagoya University, jpn
384 Hopkins, A. M., Macquarie University, aus
385 Bloom, Joshua S., Lawrence Berkeley National Laboratory, usa
386 Richards, Gordon T., Drexel University, usa
387 Raymond, John C., Harvard-Smithsonian Center for Astrophysics, usa
388 Maoz, Dan, Tel Aviv University, isr
389 Linsky, Jeffrey L., University of Colorado Boulder, usa
390 McKee, Christopher F., University of California, Berkeley, usa
391 Phillips, Roger J., Washington University in St. Louis, usa
392 Pinsonneault, Marc, The Ohio State University, usa
393 Dmoulin, Pascal, Universit PSL, fra
394 Van Paradijs, J., Astronomical Institute Anton Pannekoek, nld
395 Grebel, Eva K., Astronomisches Rechen-Institut Heidelberg, deu
396 Tsuneta, Saku, JAXA Institute of Space and Astronautical Science, jpn
397 Ida, Shigeru, Tokyo Institute of Technology, jpn
398 Seaton, M. J., UCL, gbr
399 Walter, Fabian, Max Planck Institute for Astronomy, deu
400 Groenewegen, M. A.T., Royal Observatory of Belgium, bel
401 Parker, Eugene N., The University of Chicago, usa
402 Crowther, P. A., University of Sheffield, gbr
403 Gilliland, Ronald, STScI, usa
404 Gerhard, O., Max Planck Institute for Extraterrestrial Physics, deu
405 Bovy, Jo, University of Toronto, can
406 Papaloizou, John C.B., University of Cambridge, gbr
407 Benz, Willy, University of Bern, che
408 Ofman, Leon, NASA Goddard Space Flight Center, usa
409 Tokovinin, A., Cerro Tololo Inter American Observatory, chl
410 Schmitt, J. H.M.M., Universitt Hamburg, deu
411 Marsch, Eckart, Christian-Albrechts-Universitt zu Kiel, deu
412 Thomas, D., University of Portsmouth, gbr
413 Ferrara, Andrea, Scuola Normale Superiore di Pisa, ita
414 Lites, Bruce, The Earth and Sun Systems Laboratory, usa
415 Thompson, T. A., The Ohio State University, usa
416 Makino, Jun'ichiro, Kobe University, jpn
417 Oguri, Masamune, University of Tokyo, jpn
418 Bally, John, University of Colorado Boulder, usa
419 Bennett, C. L., Johns Hopkins University, usa
420 Leggett, S. K., Gemini Observatory, usa
421 Horneck, Gerda, Deutsches Zentrum fur Luft- Und Raumfahrt, deu
422 Goodman, Jeremy, Princeton University, usa
423 Bryan, Greg L., Columbia University in the City of New York, usa
424 Dubus, Guillaume, Universite Grenoble Alpes, fra
425 Best, P., Royal Observatory, gbr
426 Gilmore, G., Institute of Astronomy, gbr
427 Furlanetto, Steve R., University of California, Los Angeles, usa
428 Minniti, D., Universidad Andrs Bello, chl
429 Forbes, Duncan A., Swinburne University of Technology, aus
430 Ferris, James P., Rensselaer Polytechnic Institute, usa
431 Karachentsev, I. D., Special Astrophysical Observatory, Russian Academy of Sciences, rus
432 Barnes, Joshua E., University of Hawai_i at M_noa, usa
433 Donati, J. F., CNRS Centre National de la Recherche Scientifique, fra
434 Benz, Arnold O., Fachhochschule Nordwestschweiz FHNW, che
435 Rix, Hans Walter, Max Planck Institute for Astronomy, deu
436 Maiolino, Roberto, Department of Physics, gbr
437 Southworth, John, Keele University, gbr
438 Hansen, Bradley M.S., University of California, Los Angeles, usa
439 Lucey, P. G., School of Ocean and Earth Science and Technology, usa
440 Goldreich, Peter, California Institute of Technology, usa
441 Weinberg, Martin D., University of Massachusetts Amherst, usa
442 Ostriker, Eve C., Princeton University, usa
443 Schultz, Peter H., Brown University, usa
444 O'Dea, Christopher P., Rochester Institute of Technology, usa
445 Wetherill, George, Carnegie Institution of Washington, usa
446 Allamandola, L. J., NASA Ames Research Center, usa
447 Owen, Tobias C., University of Hawai_i at M_noa, usa
448 Komissarov, Serguei S., University of Leeds, gbr
449 Martin, Crystal L., University of California, Santa Barbara, usa
450 Price, D. J., Monash University, aus
451 Hardcastle, M. J., University of Hertfordshire, gbr
452 Gratton, R., Osservatorio Astronomico di Padova, ita
453 Thompson, Christopher, Canadian Institute for Theoretical Astrophysics, can
454 Martn, E. L., Centro de Astrobiologa (CSIC-INTA), esp
455 Lauer, T. R., National Science Foundation, usa
456 Charbonneau, Paul, University of Montreal, can
457 Bonnell, Ian, University of St Andrews, gbr
458 Morris, Mark R., University of California, Los Angeles, usa
459 Priest, E. R., University of St Andrews, gbr
460 Stanek, Krzysztof Z., The Ohio State University, usa
461 Basri, Gibor, University of California, Berkeley, usa
462 Dalcanton, Julianne J., University of Washington, Seattle, usa
463 Feldman, Uri, Artep Incorporated, usa
464 McConnachie, Alan W., National Research Council Canada, can
465 Pettini, Max, Institute of Astronomy, gbr
466 Nesvorny, David, SwRI, usa
467 Borucki, William, NASA Ames Research Center, usa
468 Levin, Yuri, Monash University, aus
469 Granot, J., Open University of Israel, isr
470 Edge, A. C., University of Durham, gbr
471 Hirata, Christopher M., The Ohio State University, usa
472 Ferguson, Henry C., STScI, usa
473 Sneden, C., The University of Texas at Austin, usa
474 Podsiadlowski, Philipp, University of Oxford, gbr
475 Ziurys, L. M., The University of Arizona, usa
476 Jura, Michael A., University of California, Los Angeles, usa
477 Wijnands, R., Universiteit van Amsterdam, nld
478 Rucinski, S., University of Toronto, can
479 Gdel, M., Universitat Wien, aut
480 Spitkovsky, Anatoly, Princeton University, usa
481 McKinney, Jonathan C., H2O.ai, usa
482 Di Matteo, Tiziana, Carnegie Mellon University, usa
483 Agol, Eric, University of Washington, Seattle, usa
484 Matt, G., Universit degli Studi Roma Tre, ita
485 Reipurth, Bo, University of Hawai_i at M_noa, usa
486 Tavani, M., Universit degli Studi di Roma Tor Vergata, ita
487 Lawrence, Andy, University of Edinburgh, Institute for Astronomy, gbr
488 Grillmair, C. J., California Institute of Technology, usa
489 Heavens, Alan F., Imperial College London, gbr
490 Dunlop, James, University of Edinburgh, Institute for Astronomy, gbr
491 Chapman, Clark R., Space Science and Engineering Division, usa
492 Ade, P., Cardiff University, gbr
493 Clarke, C., Institute of Astronomy, gbr
494 Cruikshank, Dale P., NASA Ames Research Center, usa
495 Kudritzki, Rolf Peter, Ludwig-Maximilians-Universitt Mnchen, deu
496 Taniguchi, Yoshiaki, The Open University of Japan, jpn
497 Stella, L., Osservatorio Astronomico di Roma, ita
498 Baumgardt, H., University of Queensland, aus
499 McWilliam, Andrew, Carnegie Observatories, usa
500 Huber, Daniel, University of Hawai_i at M_noa, usa
501 Fan, Yuhong, The Earth and Sun Systems Laboratory, usa
502 Lutz, Dieter, Max Planck Institute for Extraterrestrial Physics, deu
503 Huchra, John P., Harvard-Smithsonian Center for Astrophysics, usa
504 Harris, Alan, More Data! Inc. La Caada, usa
505 Schlegel, David J., Lawrence Berkeley National Laboratory, usa
506 Hatzes, A. P., Thuringer L. Tautenburg, deu
507 Matsubara, Takahiko, The Graduate University for Advanced Studies, jpn
508 Hollenbach, David J., SETI Institute, usa
509 Herwig, F., University of Victoria, can
510 Worthey, Guy, Washington State University Pullman, usa
511 Djorgovski, S. G., California Institute of Technology, usa
512 McCarthy, Patrick J., Carnegie Observatories, usa
513 Loveday, J., University of Sussex, gbr
514 Churchwell, Ed, University of Wisconsin-Madison, usa
515 Title, Alan M., Stanford University, usa
516 Nandra, Kirpal, Max Planck Institute for Extraterrestrial Physics, deu
517 Vokrouhlicky, D., Charles University, cze
518 Mo, Houjun, University of Massachusetts Amherst, usa
519 Binzel, Richard, Massachusetts Institute of Technology, usa
520 Abel, Tom, Stanford University, usa
521 Haehnelt, Martin G., University of Cambridge, gbr
522 Crisp, David, Jet Propulsion Laboratory, usa
523 Low, B. C., The Earth and Sun Systems Laboratory, usa
524 Gaztanaga, E., Instituto de Estudios Espaciales de Catalua, esp
525 Murase, Kohta, Pennsylvania State University, usa
526 Lahav, O., UCL, gbr
527 Shull, J. Michael, University of Colorado Boulder, usa
528 Meiksin, Avery, University of Edinburgh, Institute for Astronomy, gbr
529 Alexander, David M., University of Durham, gbr
530 Butler, R. P., Carnegie Institution of Washington, usa
531 Hamuy, M., Universidad de Chile, chl
532 Bttcher, M., North-West University, zaf
533 Sarazin, C. L., University of Virginia, usa
534 Gizis, John E., University of Delaware, usa
535 Woods, T. N., University of Colorado Boulder, usa
536 Andr, Ph, Universite Paris-Saclay, fra
537 Marigo, P., Universit degli Studi di Padova, ita
538 Fields, Brian D., University of Illinois at Urbana-Champaign, usa
539 Sellwood, J. A., The University of Arizona, usa
540 Hunter, D. A., Lowell Observatory, usa
541 Sarajedini, Ata, Florida Atlantic University, usa
542 Glazebrook, Karl, Swinburne University of Technology, aus
543 Bednarek, W., University of Lodz, pol
544 Lellouch, E., LESIA - Laboratoire d'Etudes Spatiales et d'Instrumentation en Astrophysique, fra
545 Heiles, C., University of California, Berkeley, usa
546 Takahashi, T., University of Tokyo, jpn
547 Kaaret, P., University of Iowa, usa
548 Collier Cameron, A., University of St Andrews, gbr
549 Melia, Fulvio, The University of Arizona, usa
550 Reach, William T., Universities Space Research Association, usa
551 Sasselov, Dimitar D., Harvard University, usa
552 Dolag, K., Max Planck Institute for Astrophysics, deu
553 Shen, Y., University of Illinois at Urbana-Champaign, usa
554 Wheeler, J. C., The University of Texas at Austin, usa
555 Kjeldsen, Hans, Aarhus Universitet, dnk
556 Wilson, Christine D., McMaster University, can
557 Bailer-Jones, C. A.L., Max Planck Institute for Astronomy, deu
558 Vr_nak, Bojan, Sveu_ili_te u Zagrebu, Geodetski fakultet, hrv
559 Wyithe, J. S.B., University of Melbourne, aus
560 Readhead, A. C.S., California Institute of Technology, usa
561 Ruderman, Malvin A., Columbia University in the City of New York, usa
562 Wang, Yun, California Institute of Technology, usa
563 Campana, S., Osservatorio Astronomico di Brera, ita
564 Trmper, J., Max Planck Institute for Extraterrestrial Physics, deu
565 Canuto, V. M., Columbia University in the City of New York, usa
566 Kargel, Jeffrey S., Planetary Science Institute, usa
567 Driver, S. P., University of Western Australia, aus
568 Foley, Ryan J., University of Illinois at Urbana-Champaign, usa
569 Morris, R. V., NASA Johnson Space Center, usa
570 Ogilvie, Gordon I., Faculty of Mathematics, gbr
571 Mulchaey, John S., Carnegie Observatories, usa
572 Zhao, Hongsheng, University of St Andrews, gbr
573 Larsen, S., Radboud University Nijmegen, nld
574 Zarka, P., CNRS Centre National de la Recherche Scientifique, fra
575 Russell, Michael J., Jet Propulsion Laboratory, usa
576 Yoshida, Naoki, University of Tokyo, jpn
577 Marscher, A. P., Boston University, usa
578 Caselli, Paola, Max Planck Institute for Extraterrestrial Physics, deu
579 Mirabel, I. F., Universidad de Buenos Aires, arg
580 McCord, T. B., Bear Fight Institute, usa
581 Gibson, Brad K., University of Hull, gbr
582 Belloni, T., Osservatorio Astronomico di Brera, ita
583 Jarrett, T., University of Cape Town, zaf
584 Fruchter, A., STScI, usa
585 Papovich, C., Texas A&M University, usa
586 Geballe, Thomas R., Gemini Observatory, usa
587 Rosen, Nathan, Technion - Israel Institute of Technology, isr
588 Murchie, Scott L., Johns Hopkins University Applied Physics Laboratory, usa
589 Yelle, R. V., The University of Arizona, usa
590 Giommi, P., Agenzia Spaziale Italiana, ita
591 Shalchi, Andreas, University of Manitoba, can
592 zel, F., The University of Arizona, usa
593 Barkana, R., Tel Aviv University, isr
594 Done, Chris, University of Durham, gbr
595 Glatzmaier, Gary A., University of California, Santa Cruz, usa
596 Psaltis, Dimitrios, The University of Arizona, usa
597 Starck, Jean Luc, Universite Paris-Saclay, fra
598 Charnley, Steven B., NASA Goddard Space Flight Center, usa
599 Koopmans, L. V.E., University of Groningen, Kapteyn Astronomical Institute, nld
600 Kndlseder, J., Universite Paul Sabatier Toulouse III, fra
601 Gott, J. Richard, Princeton University, usa
602 Koester, D., Christian-Albrechts-Universitt zu Kiel, deu
603 Chaplin, W. J., University of Birmingham, gbr
604 Forget, F., Sorbonne Universite, fra
605 Chakrabarti, Sandip K., Indian Centre for Space Physics, ind
606 Martin, Peter G., Canadian Institute for Theoretical Astrophysics, can
607 Dere, K. P., George Mason University, Fairfax Campus, usa
608 Malhotra, Renu, The University of Arizona, usa
609 Ma, Chung Pei, University of California, Berkeley, usa
610 Widrow, L. M., Queen's University, Kingston, can
611 Kirshner, Robert P., Harvard-Smithsonian Center for Astrophysics, usa
612 Han, Zhan Wen, National Astronomical Observatories Chinese Academy of Sciences, chn
613 Antiochos, S. K., NASA Goddard Space Flight Center, usa
614 Mangold, Nicolas, Universite de Nantes, fra
615 M. Bernstein, Gary, University of Pennsylvania, usa
616 Bertaux, Jean Loup, Space Research Institute of the Russian Academy of Sciences, rus
617 Colless, Matthew, Australian National University, aus
618 Jenniskens, P., SETI Institute, usa
619 Walker, A. R., Cerro Tololo Inter American Observatory, chl
620 Belokurov, Vasily, Institute of Astronomy, gbr
621 Nordlund, ke, Kbenhavns Universitet, dnk
622 A'Hearn, Michael F., University of Maryland, usa
623 Cowie, L. L., University of Hawai_i at M_noa, usa
624 Bernardi, Mariangela, University of Pennsylvania, usa
625 Mamajek, E. E., Jet Propulsion Laboratory, usa
626 Refregier, Alexandre, ETH Zrich, che
627 Smail, Ian, University of Durham, gbr
628 Croton, Darren J., Swinburne University of Technology, aus
629 Del Zanna, G., University of Cambridge, gbr
630 Laughlin, Gregory, Yale University, usa
631 Kahler, S. W., Kirtland Air Force Base, usa
632 Ingersoll, A. P., California Institute of Technology, usa
633 Lyubarsky, Yuri, Ben-Gurion University of the Negev, isr
634 Mazeh, Tsevi, Tel Aviv University, isr
635 Henry, G. W., Tennessee State University, usa
636 De Pontieu, Bart, Universitetet i Oslo, nor
637 Melrose, Donald B., The University of Sydney, aus
638 Smoot, George, Hong Kong University of Science and Technology, hkg
639 Ward, William R., Space Science and Engineering Division, usa
640 Jain, B., University of Pennsylvania, usa
641 Hughes, John J., Rutgers UniversityNew Brunswick, usa
642 Ivezi_, _eljko, University of Washington, Seattle, usa
643 Greenberg, Richard, The University of Arizona, usa
644 Reiners, A., Universitt Gttingen, deu
645 Whitney, Barbara, University of Wisconsin-Madison, usa
646 Vestergaard, M., Niels Bohr Institute, dnk
647 Jenkins, Edward B., Princeton University, usa
648 Longcope, D. W., Montana State University, usa
649 Lovelace, R. V.E., Cornell University, usa
650 Showman, Adam P., The University of Arizona, usa
651 Neukum, Gerhard, Freie Universitt Berlin, deu
652 Holz, Daniel E., The University of Chicago, usa
653 Horanyi, M., University of Colorado Boulder, usa
654 Meynet, Georges, Universit de Genve, che
655 Rafikov, Roman R., Faculty of Mathematics, gbr
656 Mellier, Y., Institut d 'Astrophysique de Paris, fra
657 Tavecchio, F., Istituto Nazionale Di Astrofisica, Rome, ita
658 Mayor, Michel, Universit de Genve, che
659 Totani, Tomonori, University of Tokyo, jpn
660 Wieczorek, Mark A., Observatoire de la Cte d'Azur, fra
661 Gnedin, Oleg Y., University of Michigan, Ann Arbor, usa
662 Stairs, I. H., The University of British Columbia, can
663 Warren, Harry P., Naval Research Laboratory, usa
664 Mac Low, M. M., American Museum of Natural History, usa
665 Potgieter, M. S., North-West University, zaf
666 Knigge, C., University of Southampton, gbr
667 Halpern, Jules P., Columbia University in the City of New York, usa
668 Brandt, W. N., Pennsylvania State University, usa
669 Forbes, T. G., University of New Hampshire Durham, usa
670 Chyba, Christopher F., Woodrow Wilson School of Public and International Affairs, usa
671 Cliver, Edward W., National Solar Observatory, usa
672 Norman, Michael L., Center for Astrophysics & Space Sciences, usa
673 Asphaug, Erik, The University of Arizona, usa
674 Komossa, S., Max Planck Institute for Radio Astronomy, deu
675 Ryde, F., The Royal Institute of Technology (KTH), swe
676 Tinker, Jeremy, The Center for Cosmology and Particle Physics, usa
677 Tinney, C. G., University of New South Wales (UNSW) Australia, aus
678 Johnston, Simon, Australia Telescope National Facility, aus
679 Elitzur, Moshe, University of Kentucky, usa
680 Bournaud, Frdric, Universite Paris-Saclay, fra
681 Faber, Sandra M., University of California, Santa Cruz, usa
682 Kuijken, Konrad, Leiden Observatory Research Institute, nld
683 Thomas, Peter A., Keele University, gbr
684 Ramirez-Ruiz, Enrico, Niels Bohr Institute, dnk
685 Kley, W., Universitt Tbingen, deu
686 Padovani, P., European Southern Observatory, deu
687 Kunz, Martin, Universit de Genve, che
688 Sandage, Allan, Carnegie Observatories, usa
689 Borgani, Stefano, Universit degli Studi di Trieste, ita
690 Bastian, N., Liverpool John Moores University, gbr
691 Lubow, Stephen H., STScI, usa
692 Bregman, Joel N., University of Michigan, Ann Arbor, usa
693 Songaila, A., University of Hawai_i at M_noa, usa
694 Norris, J. P., University of Denver, usa
695 Gebhardt, Karl, The University of Texas at Austin, usa
696 Dai, Z. G., Nanjing University, chn
697 Usov, Vladimir V., Weizmann Institute of Science Israel, isr
698 Gonzalez, Guillermo, Ball State University, usa
699 Bouvier, J., Universite Grenoble Alpes, fra
700 Haberle, Robert M., NASA Ames Research Center, usa
701 Roddier, Franois, University of Hawai_i at M_noa, usa
702 Tumlinson, Jason, STScI, usa
703 Fabbiano, G., Harvard-Smithsonian Center for Astrophysics, usa
704 Potekhin, A. Y., Ioffe Institute, rus
705 Spencer, John R., Southwest Research Institute, usa
706 Bertoldi, F., Universitt Bonn, deu
707 Sollerman, Jesper, Stockholms universitet, swe
708 Glover, Simon C.O., Universitt Heidelberg, deu
709 Sturrock, P. A., Kavli Institute for Particle Astrophysics and Cosmology, usa
710 Poutanen, Juri, Space Research Institute of the Russian Academy of Sciences, rus
711 Tozzi, P., Osservatorio Astrofisico Di Arcetri, ita
712 Petrosian, V., SLAC National Accelerator Laboratory, usa
713 Nelson, R. P., Queen Mary, University of London, gbr
714 Feldman, W. C., Planetary Science Institute, usa
715 Wilhelm, Klaus, Max-Planck-Institut, deu
716 Inutsuka, Shu ichiro, Nagoya University, jpn
717 Freeman, Kenneth, Australian National University, aus
718 Federrath, Christoph, Australian National University, aus
719 Timmes, F. X., School of Earth and Space Exploration, usa
720 Poggianti, Bianca M., Osservatorio Astronomico di Padova, ita
721 Blackman, Eric G., University of Rochester, usa
722 Nittler, Larry R., Carnegie Institution of Washington, usa
723 Kieffer, Hugh H., Space Science Institute, usa
724 Frhlich, Claus, Dhlenwaldstrasse 30, che
725 Ribas, I., Instituto de Estudios Espaciales de Catalua, esp
726 Snchez, Sebastin F., Universidad Nacional Autnoma de Mxico, mex
727 Birkinshaw, M., University of Bristol, gbr
728 Bentez, N., Instituto de Astrofsica de Andaluca - CSIC, esp
729 Panaitescu, A., Los Alamos National Laboratory, usa
730 Merloni, A., Max Planck Institute for Extraterrestrial Physics, deu
731 Maccarone, T. J., Texas Tech University, usa
732 Abramowicz, Marek, Gteborgs Universitet, swe
733 Finelli, F., INAF Istituto di Astrofisica Spaziale e Fisica Cosmica, Bologna, ita
734 Ettori, Stefano, INAF Istituto di Astrofisica Spaziale e Fisica Cosmica, Bologna, ita
735 Taylor, J. H., Princeton University, usa
736 Quillen, Alice C., University of Rochester, usa
737 Mayer, L., University of Zurich, che
738 Rttgering, H. J.A., Leiden Observatory Research Institute, nld
739 Strobel, D. F., Johns Hopkins University, usa
740 Hamilton, Andrew J.S., University of Colorado Boulder, usa
741 Omont, Alain, Sorbonne Universite, fra
742 Drake, Jeremy J., Harvard-Smithsonian Center for Astrophysics, usa
743 Caraveo, P. A., INAF Istituto di Astrofisica Spaziale e Fisica Cosmica, Milan, ita
744 Moskalenko, I. V., Stanford University, usa
745 Van Waerbeke, Ludovic, The University of British Columbia, can
746 Mao, Shude, University of Manchester, gbr
747 Levison, Harold F., Space Science and Engineering Division, usa
748 Nichol, R. C., University of Portsmouth, gbr
749 Winn, Joshua N., Princeton University, usa
750 Bandfield, J. L., University of Washington, Seattle, usa
751 Flower, D. R., University of Durham, gbr
752 Das, Tapas, Abbott Laboratories, usa
753 Gu, M. F., Space Sciences Laboratory at UC Berkeley, usa
754 Strassmeier, K. G., Leibniz Institute for Astrophysics Potsdam, deu
755 Cheng, K. S., The University of Hong Kong, hkg
756 Nayakshin, S., University of Leicester, gbr
757 Hamilton, D. C., University of Maryland, usa
758 Canup, Robin M., Space Science and Engineering Division, usa
759 Bennett, D. P., NASA Goddard Space Flight Center, usa
760 Catling, David C., University of Washington, Seattle, usa
761 Burns, Joseph A., Cornell University, usa
762 Ehrenfreund, Pascale, The George Washington University, usa
763 Testi, L., European Southern Observatory, deu
764 Vink, J., Universiteit van Amsterdam, nld
765 Jones, A. P., Institut d'Astrophysique Spatiale, fra
766 Lundin, R., Swedish Institute for Space, swe
767 Sesana, Alberto, University of Birmingham, gbr
768 Thaddeus, P., Harvard-Smithsonian Center for Astrophysics, usa
769 Reynolds, Stephen P., NC State University, usa
770 Kwok, Sun, The University of Hong Kong, hkg
771 Vink, J. S., Armagh Observatory, gbr
772 Kelson, Daniel D., Carnegie Observatories, usa
773 Boselli, Alessandro, Laboratoire d'Astrophysique de Marseille, fra
774 Skillman, Evan D., University of Minnesota, usa
775 Hamann, Fred, University of California, Riverside, usa
776 Haardt, Francesco, Universit degli Studi dell'Insubria, ita
777 Sternberg, Amiel, Tel Aviv University, isr
778 Gladman, Brett J., The University of British Columbia, can
779 Lyutikov, Maxim, College of Science, usa
780 Soszy_ski, Igor, University of Warsaw, pol
781 Li, Zhi Yun, University of Virginia, usa
782 Zhang, William W., NASA Goddard Space Flight Center, usa
783 Zheng, Wei, Johns Hopkins University, usa
784 Bresolin, F., University of Hawai_i System, usa
785 Wright, Jason T., Pennsylvania State University, usa
786 Baragiola, Ral A., University of Virginia, usa
787 Marsh, T. R., The University of Warwick, gbr
788 Haberl, F., Max Planck Institute for Extraterrestrial Physics, deu
789 Henry, J. Patrick, University of Hawai_i at M_noa, usa
790 Ioka, K., Yukawa Institute for Theoretical Physics, jpn
791 Lee, Young Wook, Yonsei University, kor
792 Theuns, Tom, University of Durham, gbr
793 Milgrom, Mordehai, Weizmann Institute of Science Israel, isr
794 Matteucci, F., Universit degli Studi di Trieste, ita
795 Ofek, E., Weizmann Institute of Science Israel, isr
796 Howell, Steve B., NASA Ames Research Center, usa
797 Lawler, James E., University of Wisconsin-Madison, usa
798 Laming, J. M., Naval Research Laboratory, usa
799 Mellon, Michael T., Cornell Center for Astrophysics and Planetary Science, usa
800 Prantzos, N., Sorbonne Universite, fra
801 Crutcher, Richard M., University of Illinois at Urbana-Champaign, usa
802 Schwadron, Nathan A., University of New Hampshire Durham, usa
803 Chiang, James, Kavli Institute for Particle Astrophysics and Cosmology, usa
804 Challinor, A., University of Cambridge, gbr
805 Gough, D. O., Institute of Astronomy, gbr
806 Cameron, A. G.W., The University of Arizona, usa
807 Lasota, J. P., Sorbonne Universite, fra
808 Dressler, Alan, Carnegie Observatories, usa
809 Clark, B. C., Space Science Institute, usa
810 Gaidos, Eric, University of Hawai_i at M_noa, usa
811 Peng, Chien Y., GMTO Corporation, usa
812 Mller, Holger S.P., University of Cologne, deu
813 Gavazzi, Giuseppe, University of Milano - Bicocca, ita
814 Fegley, Bruce, Washington University in St. Louis, McDonnell Center for the Space Sciences, usa
815 Hillebrandt, W., Max Planck Institute for Astrophysics, deu
816 Keeton, Charles R., Rutgers UniversityNew Brunswick, usa
817 Remillard, Ronald A., MIT Kavli Institute for Astrophysics and Space Research, usa
818 Williams, Jonathan P., University of Hawai_i at M_noa, usa
819 Howard, Andrew W., California Institute of Technology, usa
820 Salo, H., Oulun Yliopisto, fin
821 Pietrzy_ski, G., Nicolaus Copernicus Astronomical Center of the Polish Academy of Sciences, pol
822 Bachiller, R., Observatorio Astronomico Nacional, esp
823 Hathaway, David H., Stanford University, usa
824 Eales, Stephen A., Cardiff University, gbr
825 Morganti, R., University of Groningen, Kapteyn Astronomical Institute, nld
826 Veverka, J., Cornell Center for Astrophysics and Planetary Science, usa
827 Wiegelmann, Thomas, Max Planck Institute for Solar System Research, deu
828 Subramanian, Kandaswamy, Inter-University Centre for Astronomy and Astrophysics India, ind
829 Newman, Jeffrey A., University of Pittsburgh, usa
830 Yi, S. K., Yonsei University, kor
831 Storchi-Bergmann, T., Laboratrio Interinstitucional de e-Astronomia, bra
832 Muinonen, Karri, Helsingin Yliopisto, fin
833 Riley, Pete, Predictive Science Inc., usa
834 Titarchuk, L. G., University of Ferrara, ita
835 Bailyn, Charles, Yale University, usa
836 Geisler, Doug, Universidad de La Serena, chl
837 Smith, J. Allyn, Austin Peay State University, usa
838 Tully, R., University of Hawai_i at M_noa, usa
839 Shetrone, Matthew, The University of Texas at Austin, usa
840 Millar, T. J., Leiden Observatory Research Institute, nld
841 Bassett, Bruce A., African Institute for Mathematical Sciences, zaf
842 Hobbs, George, National Astronomical Observatories Chinese Academy of Sciences, chn
843 Wang, Q. D., University of Massachusetts Amherst, usa
844 Holsapple, K. A., University of Washington, Seattle, usa
845 Charlot, Stephan, Institut d 'Astrophysique de Paris, fra
846 Carlstrom, J. E., The University of Chicago, usa
847 Zinnecker, Hans, Universidad Autnoma de Chile, chl
848 Greene, Jenny E., Princeton University, usa
849 Roberts, B., University of St Andrews, gbr
850 Hubbard, William B., The University of Arizona, usa
851 Bodenheimer, Peter, University of California, Santa Cruz, usa
852 Brggen, M., Universitt Hamburg, deu
853 Barklem, Paul S., Uppsala Universitet, swe
854 Marley, Mark S., NASA Ames Research Center, usa
855 Cannizzo, J. K., NASA Goddard Space Flight Center, usa
856 Sephton, Mark A., Imperial College London, gbr
857 Jimenez, Raul, Universitat de Barcelona, esp
858 Israel, F. P., Leiden Observatory Research Institute, nld
859 Lazzati, D., Oregon State University, usa
860 Bell, J. F., Arizona State University Downtown Phoenix Campus, usa
861 Liu, Michael C., University of Hawai_i at M_noa, usa
862 Savage, Blair D., University of Wisconsin-Madison, usa
863 Gaffey, Michael J., University of North Dakota, usa
864 Urry, C. M., Yale University, usa
865 Sunyaev, R. A., Space Research Institute of the Russian Academy of Sciences, rus
866 Hennebelle, Patrick, Universite Paris-Saclay, fra
867 Bedding, Timothy R., The University of Sydney, aus
868 Karakas, Amanda, Australian National University, aus
869 Johns-Krull, Christopher M., Rice University, usa
870 Mather, John, NASA Goddard Space Flight Center, usa
871 Bertschinger, Edmund, MIT Kavli Institute for Astrophysics and Space Research, usa
872 Fitzpatrick, E. L., Villanova University, usa
873 Robertson, Brant E., University of California, Santa Cruz, usa
874 Vaughan, S., University of Leicester, gbr
875 Szapudi, Istvn, University of Hawai_i at M_noa, usa
876 Hall, Patrick B., York University, can
877 Howard, R. A., Naval Research Laboratory, usa
878 Kogut, A. J., NASA Goddard Space Flight Center, usa
879 Monnier, John D., University of Michigan, Ann Arbor, usa
880 Ivanov, Boris A., Institute for Dynamics of Geospheres, Russian Academy of Sciences, rus
881 Risaliti, G., Universit degli Studi di Firenze, ita
882 Wood, Peter R., Australian National University, aus
883 Van Ballegooijen, Adriaan, Harvard-Smithsonian Center for Astrophysics, usa
884 Schou, J., Max Planck Institute for Solar System Research, deu
885 Blakeslee, John P., Gemini ObservatorySouthern Operations Center, chl
886 Landolt, Arlo U., Louisiana State University, usa
887 Charbonneau, David, Harvard-Smithsonian Center for Astrophysics, usa
888 Weigelt, G., Max Planck Institute for Radio Astronomy, deu
889 Zheng, Zheng, The University of Utah, usa
890 Menou, Kristen, University of Toronto, can
891 Lagache, G., Laboratoire d'Astrophysique de Marseille, fra
892 Vourlidas, Angelos, Johns Hopkins University, usa
893 Lynden-Bell, Donald, University of Durham, gbr
894 Jokipii, J. R., The University of Arizona, usa
895 Hui, Lam, Columbia University in the City of New York, usa
896 Scott, Douglas, The University of British Columbia, can
897 Sembach, K., STScI, usa
898 Howell, D. A., University of California, Santa Barbara, usa
899 Proga, Daniel, University of Nevada, Las Vegas, usa
900 Elbaz, D., Universite Paris-Saclay, fra
901 Gilfanov, M., Space Research Institute of the Russian Academy of Sciences, rus
902 Gunn, James E., Princeton University, usa
903 Leibundgut, B., European Southern Observatory, deu
904 Chiang, Eugene, University of California, Berkeley, usa
905 Chluba, Jens, University of Manchester, gbr
906 Sofue, Yoshiaki, University of Tokyo, jpn
907 Goto, Tomotsugu, National Tsing Hua University, twn
908 Johnson, John Asher, Harvard-Smithsonian Center for Astrophysics, usa
909 Voges, W., Max Planck Institute for Extraterrestrial Physics, deu
910 Niemeyer, Jens C., Universitt Gttingen, deu
911 Mannheim, K., Julius-Maximilians-Universitt Wrzburg, deu
912 Bergeron, P., University of Montreal, can
913 Iwasawa, Kazushi, Universitat de Barcelona, esp
914 Emsellem, Eric, European Southern Observatory, deu
915 Jaffe, Andrew H., Imperial College London, gbr
916 Mathis, J. S., University of Wisconsin-Madison, usa
917 Chaboyer, B., Dartmouth College, usa
918 Roelof, E. C., Johns Hopkins University Applied Physics Laboratory, usa
919 Eichler, David, Ben-Gurion University of the Negev, isr
920 VandenBerg, D. A., University of Victoria, can
921 Ebeling, Harald, University of Hawai_i at M_noa, usa
922 Gotthelf, E. V., Columbia University in the City of New York, usa
923 Patat, Ferdinando, European Southern Observatory, deu
924 Kipping, David, Columbia University in the City of New York, usa
925 Brown, John, University of Glasgow, gbr
926 David Arnett, W., The University of Arizona, usa
927 Mathur, Smita, The Ohio State University, usa
928 Vidal-Madjar, A., Institut d 'Astrophysique de Paris, fra
929 Hogerheijde, M. R., Leiden Observatory Research Institute, nld
930 Buote, David A., University of California, Irvine, usa
931 Ruderman, Michael S., University of Sheffield, gbr
932 Vazdekis, Alexandre, Universidad de la Laguna, esp
933 Cloutis, Edward, University of Winnipeg, can
934 Haensel, P., Nicolaus Copernicus Astronomical Center of the Polish Academy of Sciences, pol
935 Barrado, D., Centro de Astrobiologa (CSIC-INTA), esp
936 Grski, Krzysztof M., Jet Propulsion Laboratory, usa
937 Aschenbach, Bernd, PR Vaterstetten, deu
938 De Jong, R. S., Leibniz Institute for Astrophysics Potsdam, deu
939 Cargill, P. J., Imperial College London, gbr
940 Li, Aigen, University of Missouri, usa
941 O'Dell, C. R., Vanderbilt University, usa
942 Backer, Don, University of California, Berkeley, usa
943 Omukai, Kazuyuki, Tohoku University, jpn
944 Bellazzini, Michele, INAF Istituto di Astrofisica Spaziale e Fisica Cosmica, Bologna, ita
945 Alexander, Tal, Weizmann Institute of Science Israel, isr
946 Lamb, Don, The University of Chicago, usa
947 Khokhlov, Alexei M., The Enrico Fermi Institute, usa
948 Lewis, Geraint F., The University of Sydney, aus
949 Tanaka, Kenneth L., United States Geological Survey, usa
950 Belton, Michael J.S., Kitt Peak National Observatory, usa
951 Schenk, P. M., LPI, usa
952 Wambsganss, J., Astronomisches Rechen-Institut Heidelberg, deu
953 McLaughlin, M. A., West Virginia University, usa
954 Kuulkers, E., ESTEC - European Space Research and Technology Centre, nld
955 Whittet, D., Department of Physics, usa
956 Ryan, Sean G., University of Hertfordshire, gbr
957 Rietmeijer, F. J.M., The University of New Mexico, usa
958 Lanza, A. F., Osservatorio Astrofisico di Catania, ita
959 Wardle, M., Macquarie University, aus
960 Yuan, F., Shanghai Astronomical Observatory Chinese Academy of Sciences, chn
961 Fazio, Giovanni G., Harvard-Smithsonian Center for Astrophysics, usa
962 Hurley, K., Space Sciences Laboratory at UC Berkeley, usa
963 Hflich, P., Florida State University, usa
964 Aerts, C., Radboud University Nijmegen, nld
965 Golombek, M., Jet Propulsion Laboratory, usa
966 Sutherland, Ralph S., Australian National University, aus
967 Bergin, E. A., University of Michigan, Ann Arbor, usa
968 Madore, Barry F., Carnegie Observatories, usa
969 Zijlstra, A., The University of Hong Kong, hkg
970 Erdlyi, Rbert, University of Sheffield, gbr
971 Zensus, J. A., Max Planck Institute for Radio Astronomy, deu
972 Vazquez-Semadeni, Enrique, Universidad Nacional Autnoma de Mxico, mex
973 Wyse, Rosemary F.G., Johns Hopkins University, usa
974 Sugiyama, Naoshi, Nagoya University, jpn
975 Heinz, Sebastian, University of Wisconsin-Madison, usa
976 Yanny, B., Fermi National Accelerator Laboratory, usa
977 Plez, B., Laboratoire Univers et Particules de Montpellier, fra
978 Tormen, Giuseppe, Universit degli Studi di Padova, ita
979 Rauch, Michael, Carnegie Observatories, usa
980 Hinton, Jim, Max Planck Institute for Nuclear Physics, deu
981 De Grijs, R., Macquarie University, aus
982 Pont, F., Universit de Genve, che
983 Zurbuchen, T. H., National Aeronautics and Space Administration, usa
984 Wolfe, Arthur M., Center for Astrophysics & Space Sciences, usa
985 Simpson, C., Gemini Observatory, usa
986 Wijers, R. A.M.J., Universiteit van Amsterdam, nld
987 Giannios, D., Panepistimio Kritis, grc
988 Panagia, Nino, STScI, usa
989 Cropper, Mark, UCL, gbr
990 Erb, Dawn K., University of Wisconsin-Milwaukee, usa
991 Salaris, M., Liverpool John Moores University, gbr
992 Camilo, Fernando, South African Radio Astronomy Observatory, zaf
993 Ceccarelli, Cecilia, Universite Grenoble Alpes, fra
994 Quirrenbach, A., Landessternwarte Heidelberg, deu
995 Maurin, Guillaume, Institut Charles Gerhardt Montpellier, fra
996 Ellison, Sara L., University of Victoria, can
997 Fisk, L. A., University of Michigan, Ann Arbor, usa
998 De Jager, O. C., North-West University, zaf
999 Bonanno, Alfio, Osservatorio Astrofisico di Catania, ita
1000 Sikora, Marek, Nicolaus Copernicus Astronomical Center of the Polish Academy of Sciences, pol
1001 Cassisi, Santi, Istituto Nazionale Di Astrofisica, Rome, ita
1002 Yaqoob, Tahir, NASA Goddard Space Flight Center, usa
1003 Li, Hui, Jiangxi Science and Technology Normal University, chn
1004 Balona, L. A., South African Astronomical Observatory, zaf
1005 Fynbo, J. P.U., Niels Bohr Institute, dnk
1006 Ma, Jun Ling, Beijing Cancer Hospital, chn
1007 Chakrabarty, D., MIT Kavli Institute for Astrophysics and Space Research, usa
1008 Van Der Tak, F. F.S., SRON Netherlands Institute for Space Research, nld
1009 Encrenaz, T., L'Observatoire de Paris, fra
1010 Duvall, Thomas L., Max Planck Institute for Solar System Research, deu
1011 Makishima, K., Riken, jpn
1012 Fukui, Y., Nagoya University, jpn
1013 McNamara, B. R., University of Waterloo, can
1014 Davis, A. J., California Institute of Technology, usa
1015 Baraffe, I., University of Exeter, gbr
1016 Croft, Rupert A.C., Carnegie Mellon University, usa
1017 Zhao, Gong Bo, National Astronomical Observatories Chinese Academy of Sciences, chn
1018 Bozza, V., Universit di Salerno, ita
1019 Vietri, M., Scuola Normale Superiore di Pisa, ita
1020 Courteau, Stphane, Queen's University, Kingston, can
1021 Baring, Matthew G., Rice University, usa
1022 Pojmanski, Grzegorz, University of Warsaw, pol
1023 Kocevski, D., NASA Marshall Space Flight Center, usa
1024 Young, Peter R., NASA Goddard Space Flight Center, usa
1025 Bullock, James S., University of California, Irvine, usa
1026 Wisdom, Jack, Massachusetts Institute of Technology, usa
1027 Zweibel, Ellen G., University of Wisconsin-Madison, usa
1028 Gruzinov, Andrei, New York University, usa
1029 Atreya, S. K., University of Michigan, Ann Arbor, usa
1030 Frster Schreiber, N. M., Max Planck Institute for Extraterrestrial Physics, deu
1031 Jenkins, Jon M., NASA Ames Research Center, usa
1032 Barthelmy, S. D., NASA Goddard Space Flight Center, usa
1033 Stein, R. F., Michigan State University, usa
1034 Cattaneo, Fausto, The University of Chicago, usa
1035 Townsend, R. H.D., University of Wisconsin-Madison, usa
1036 Jolliff, Bradley L., Washington University in St. Louis, McDonnell Center for the Space Sciences, usa
1037 Maeda, Keiichi, Kyoto University, jpn
1038 Giacalone, J., The University of Arizona, usa
1039 Owocki, Stanley P., University of Delaware, usa
1040 Pogge, R. W., The Ohio State University, usa
1041 Nowak, Michael, Washington University in St. Louis, usa
1042 Grindlay, J., Harvard University, usa
1043 Andrews, Sean M., Harvard-Smithsonian Center for Astrophysics, usa
1044 Kuntschner, Harald, European Southern Observatory, deu
1045 Malhotra, S., NASA Goddard Space Flight Center, usa
1046 Shellard, E. P.S., University of Cambridge, gbr
1047 Keto, E., Harvard-Smithsonian Center for Astrophysics, usa
1048 Meyer, B. S., Clemson University, usa
1049 Kneib, Jean Paul, Ecole Polytechnique Fdrale de Lausanne, che
1050 Stothers, Richard B., NASA Goddard Institute for Space Studies, usa
1051 Stenflo, J. O., ETH Zrich, che
1052 Miniati, F., University of Oxford, gbr
1053 Natta, A., Dublin Institute for Advanced Studies, irl
1054 Hunten, D. M., The University of Arizona, usa
1055 Knigl, Arieh, The University of Chicago, usa
1056 Li, Li Xin, Peking University, chn
1057 Sanders, Jeremy S., Max Planck Institute for Extraterrestrial Physics, deu
1058 Brunetti, Gianfranco, Istituto Di Radioastronomia, Bologna, ita
1059 Hodapp, Klaus, University of Hawaii at Hilo, usa
1060 Markoff, S., Universiteit van Amsterdam, nld
1061 Piro, Anthony L., Carnegie Observatories, usa
1062 Van Den Heuvel, Edward P.J., Universiteit van Amsterdam, nld
1063 Blondin, J., NC State University, usa
1064 Klypin, Anatoly, New Mexico State University, usa
1065 Fox, Jane L., Wright State University, usa
1066 Livadiotis, George, Southwest Research Institute, usa
1067 Heber, Ulrich, Friedrich-Alexander-Universitt Erlangen-Nrnberg, deu
1068 Carraro, Giovanni, Universit degli Studi di Padova, ita
1069 Udry, Stphane, Universit de Genve, che
1070 Cuzzi, Jeffrey N., NASA Ames Research Center, usa
1071 Fischer, Debra A., Yale University, usa
1072 Mould, Jeremy, Swinburne University of Technology, aus
1073 Cally, Paul S., Monash University, aus
1074 Griffin, M., Cardiff University, gbr
1075 Duley, Walt W., University of Waterloo, can
1076 Gnsicke, B. T., The University of Warwick, gbr
1077 Natarajan, Priyamvada, Yale University, usa
1078 Turner, Edwin L., Princeton University, usa
1079 Csabai, Istvan, Etvs Lornd University, hun
1080 Peale, Stanton J., University of California, Santa Barbara, usa
1081 Latham, David W., Harvard-Smithsonian Center for Astrophysics, usa
1082 Arons, Jonathan, University of California, Berkeley, usa
1083 Davies, R. I., Max Planck Institute for Extraterrestrial Physics, deu
1084 Knapen, J. H., Universidad de la Laguna, esp
1085 Hnon, M., Observatoire de la Cte d'Azur, fra
1086 Stubbs, C. W., Harvard University, usa
1087 Irwin, Mike, Institute of Astronomy, gbr
1088 Arkani-Hamed, J., University of Toronto, can
1089 Stasi_ska, G., LUTH - Laboratoire de l'Univers et de ses Theories, fra
1090 Chen, Hsiao Wen, The University of Chicago, usa
1091 Gregory, P. C., The University of British Columbia, can
1092 West, Robert, Jet Propulsion Laboratory, usa
1093 Dickey, John M., University of Tasmania, aus
1094 Goodwin, Simon P., University of Sheffield, gbr
1095 Yusef-Zadeh, Farhad, Northwestern University, usa
1096 Chiappini, C., Leibniz Institute for Astrophysics Potsdam, deu
1097 Wozniak, P. R., Los Alamos National Laboratory, usa
1098 Cui, W., Tsinghua University, chn
1099 Grevesse, N., Universite de Liege, bel
1100 Vacca, W., NASA Ames Research Center, usa
1101 Hobson, Michael P., Department of Physics, gbr
1102 Bonifacio, Piercarlo, GEPI - Galaxies, Etoiles, Physique, Instrumentation, fra
1103 Buratti, B. J., Jet Propulsion Laboratory, usa
1104 Serabyn, Eugene, Jet Propulsion Laboratory, usa
1105 Harrison, Richard, Rutherford Appleton Laboratory, gbr
1106 Barret, Didier, Universit Fdrale Toulouse Midi-Pyrnes, fra
1107 Webb, David F., Boston College, usa
1108 Simon, J. D., Carnegie Observatories, usa
1109 Kochukhov, O., Uppsala Universitet, swe
1110 Mihos, J. Christopher, Case Western Reserve University, usa
1111 Revnivtsev, M. G., Space Research Institute of the Russian Academy of Sciences, rus
1112 Rdiger, Gnther, Leibniz Institute for Astrophysics Potsdam, deu
1113 Mandelbaum, Rachel, Carnegie Mellon University, usa
1114 Oey, M. S., University of Michigan, Ann Arbor, usa
1115 Boylan-Kolchin, Michael, The University of Texas at Austin, usa
1116 Johnston, K. V., Columbia University in the City of New York, usa
1117 Qian, Shengbang, Chinese Academy of Sciences, chn
1118 Fenimore, E., Los Alamos National Laboratory, usa
1119 Lodato, Giuseppe, Universit degli Studi di Milano, ita
1120 Wang, Lifan, Texas A&M University, usa
1121 Hellier, Coel, Keele University, gbr
1122 Schssler, M., Max Planck Institute for Solar System Research, deu
1123 Werner, Michael, Jet Propulsion Laboratory, usa
1124 Tan, J. C., Chalmers University of Technology, swe
1125 Quinn, Thomas R., University of Washington, Seattle, usa
1126 Page, Dany, Universidad Nacional Autnoma de Mxico, mex
1127 Uzdensky, Dmitri A., University of Colorado Boulder, usa
1128 Kronberg, Philipp P., Los Alamos National Laboratory Theoretical Division, usa
1129 Charbonnel, C., Universit de Genve, che
1130 Hut, Piet, Institute for Advanced Studies, usa
1131 Bucher, M., APC - AstroParticule et Cosmologie, fra
1132 Bai, Xue Ning, Tsinghua University, chn
1133 Shapiro, I. I., Harvard-Smithsonian Center for Astrophysics, usa
1134 Crovisier, J., L'Observatoire de Paris, fra
1135 Liebert, James W., The University of Arizona, usa
1136 Braun, Robert, SKA Organisation, UK, gbr
1137 Hill, V., Observatoire de la Cte d'Azur, fra
1138 Nahar, S. N., The Ohio State University, usa
1139 Kaastra, Jelle S., SRON Netherlands Institute for Space Research, nld
1140 Sokoloff, D. D., Lomonosov Moscow State University, rus
1141 Rodrguez, Luis F., Universidad Nacional Autnoma de Mxico, mex
1142 Thorsett, Stephen E., Willamette University, usa
1143 Couchman, H. M., McMaster University, Faculty of Science, can
1144 Schawinski, Kevin, Modulos AG, che
1145 Militzer, Burkhard, University of California, Berkeley, usa
1146 Habib, Salman, Argonne National Laboratory, usa
1147 Brown, Robert, University of Manchester, gbr
1148 Catelan, Mrcio, Pontificia Universidad Catlica de Chile, chl
1149 Diaferio, Antonaldo, Universit degli Studi di Torino, ita
1150 Lupton, Robert, Princeton University, usa
1151 Juvela, Mika, Helsingin Yliopisto, fin
1152 Bailey, J., University of New South Wales (UNSW) Australia, aus
1153 Gombosi, Tamas I., University of Michigan, Ann Arbor, usa
1154 Andreon, S., Osservatorio Astronomico di Brera, ita
1155 Bykov, Andrei M., Ioffe Institute, rus
1156 McHardy, I., University of Southampton, gbr
1157 Mathieu, Robert D., University of Wisconsin-Madison, usa
1158 Tanvir, N. R., University of Leicester, gbr
1159 Bale, Stuart D., Space Sciences Laboratory at UC Berkeley, usa
1160 Ward-Thompson, Derek, University of Central Lancashire, gbr
1161 Antia, H. M., Tata Institute of Fundamental Research, Mumbai, ind
1162 Moore, J. M., NASA Ames Research Center, usa
1163 Miller, Steve, UCL, gbr
1164 Pentericci, L., Osservatorio Astronomico di Roma, ita
1165 Buta, Ronald J., The University of Alabama, usa
1166 Guainazzi, Matteo, ESTEC - European Space Research and Technology Centre, nld
1167 Snchez-Lavega, Agustn, Universidad del Pais Vasco - Euskal Herriko Unibertsitatea, Campus Bizkaia, esp
1168 Landi, Enrico, University of Michigan, Ann Arbor, usa
1169 Barbuy, B., Universidade de Sao Paulo - USP, bra
1170 Sparks, William B., SETI Institute, usa
1171 Raymond, S. N., Universit de Bordeaux, fra
1172 Blum, J., Technische Universitt Braunschweig, deu
1173 Lemoine, M., Sorbonne Universite, fra
1174 Schwenn, R., Max Planck Institute for Solar System Research, deu
1175 Wakker, B. P., University of Wisconsin-Madison, usa
1176 Van Winckel, Hans, KU Leuven, bel
1177 Spaans, M., University of Groningen, Kapteyn Astronomical Institute, nld
1178 Ellison, D. C., NC State University, usa
1179 Fahr, H. J., Universitt Bonn, deu
1180 Schmidt, Brian P., Australian National University, aus
1181 Jeffries, R. D., Keele University, gbr
1182 Band, David L., NASA Goddard Space Flight Center, usa
1183 Frebel, Anna, MIT Kavli Institute for Astrophysics and Space Research, usa
1184 Matarrese, S., Universit degli Studi di Padova, ita
1185 Koekemoer, A. M., STScI, usa
1186 Venn, K. A., University of Victoria, can
1187 berg, Karin I., Harvard-Smithsonian Center for Astrophysics, usa
1188 Kodama, Tadayuki, Tohoku University, jpn
1189 Szkody, Paula, University of Washington, Seattle, usa
1190 Raga, Alejandro C., Instituto de Ciencias Nucleares de la UNAM, mex
1191 Lee, Myung Gyoon, Seoul National University, kor
1192 Bono, Giuseppe, Universit degli Studi di Roma Tor Vergata, ita
1193 Dotter, A., Harvard-Smithsonian Center for Astrophysics, usa
1194 Robitaille, Thomas P., Aperio Software, gbr
1195 Preibisch, Thomas, Ludwig-Maximilians-Universitt Mnchen, deu
1196 Tadhunter, Clive, University of Sheffield, gbr
1197 van Loon, Jacco Th, Keele University, gbr
1198 Siess, L., Universit libre de Bruxelles (ULB), bel
1199 Kallman, Timothy, NASA Goddard Space Flight Center, usa
1200 Watters, Thomas R., Smithsonian National Museum of Natural History, usa
1201 Lasenby, Anthony N., Department of Physics, gbr
1202 Dennis, Brian R., NASA Goddard Space Flight Center, usa
1203 Jrgensen, Jes K., Kbenhavns Universitet, dnk
1204 Stanford, Spencer A., University of California, Davis, usa
1205 Wilner, David J., Harvard-Smithsonian Center for Astrophysics, usa
1206 Ostro, Steven J., Jet Propulsion Laboratory, usa
1207 Wandelt, Benjamin, Sorbonne Universite, fra
1208 Porco, Carolyn, Space Sciences Laboratory at UC Berkeley, usa
1209 Kewley, Lisa J., Australian National University, aus
1210 Kliem, Bernhard, Universitt Potsdam, deu
1211 Rempel, Matthias, The Earth and Sun Systems Laboratory, usa
1212 Frisch, P. C., The University of Chicago, usa
1213 Wisotzki, L., Leibniz Institute for Astrophysics Potsdam, deu
1214 Turner, Barry, National Radio Astronomy Observatory, usa
1215 Arnaud, M., Universite Paris-Saclay, fra
1216 Madden, Suzanne C., Universite Paris-Saclay, fra
1217 Rosolowsky, Erik, University of Alberta, can
1218 Neuhuser, R., Astrophysical Institute and University Observatory, deu
1219 Uttley, Phil, Astronomical Institute Anton Pannekoek, nld
1220 Bottke, W. F., Space Science and Engineering Division, usa
1221 Feast, Michael W., University of Cape Town, zaf
1222 Greenberg, J. M., Raymond and Beverly Sackler Laboratory for Astrophysics, nld
1223 Beichman, C., Jet Propulsion Laboratory, usa
1224 Barman, Travis S., The University of Arizona, usa
1225 Perryman, M. A.C., University College Dublin, irl
1226 Young, Lisa M., New Mexico Institute of Mining and Technology, usa
1227 Gordon, Karl D., STScI, usa
1228 Masset, F. S., Universidad Nacional Autnoma de Mxico, mex
1229 Barth, A. J., University of California, Irvine, usa
1230 Kelly, B. C., University of California, Santa Barbara, usa
1231 Holman, Matthew J., Harvard-Smithsonian Center for Astrophysics, usa
1232 Wolf, Christian, Australian National University, aus
1233 Wood, Brian E., Naval Research Laboratory, usa
1234 Ct, Patrick, National Research Council Canada, can
1235 Nicholson, Philip D., Cornell University, usa
1236 McQuinn, Matthew, University of Washington, Seattle, usa
1237 Donahue, Megan, Michigan State University, usa
1238 Stark, Daniel P., The University of Arizona, usa
1239 Metcalfe, T. S., Space Science Institute, usa
1240 Allende Prieto, Carlos, Instituto Astrofisico de Canarias, esp
1241 Conrath, Barney J., Cornell University, usa
1242 Queloz, D., Department of Physics, gbr
1243 Soderberg, Alicia M., Harvard-Smithsonian Center for Astrophysics, usa
1244 Hurley, J., Swinburne University of Technology, aus
1245 Haynes, Martha P., Cornell Center for Astrophysics and Planetary Science, usa
1246 Adelberger, Kurt L., McKinsey & Company, usa
1247 Chapman, Scott C., Dalhousie University, can
1248 Skrutskie, M. F., University of Virginia, usa
1249 O'Connell, Robert, University of Virginia, usa
1250 Doschek, G. A., Naval Research Laboratory, usa
1251 Wilson, Andrew S., University of Maryland, usa
1252 Krawczynski, H. S., Washington University in St. Louis, McDonnell Center for the Space Sciences, usa
1253 Chae, Jongchul, Seoul National University, kor
1254 Lepine, Sebastien, Georgia State University, usa
1255 Martini, P., The Ohio State University, usa
1256 Scargle, Jeffrey D., NASA Ames Research Center, usa
1257 Van Dyk, Schuyler D., California Institute of Technology, usa
1258 Ciesla, Fred J., The University of Chicago, usa
1259 Koen, Chris, University of the Western Cape, zaf
1260 Greaves, Jane S., Cardiff University, gbr
1261 Levinson, Amir, Tel Aviv University, isr
1262 Zentner, Andrew R., University of Pittsburgh, usa
1263 Wheatland, Michael S., The University of Sydney, aus
1264 Cheung, C. C., Naval Research Laboratory, usa
1265 Nagai, Daisuke, Yale University, usa
1266 Boldyrev, Stanislav, University of Wisconsin-Madison, usa
1267 Negueruela, I., Universitat d'Alacant, esp
1268 Townes, Charles H., University of California, Berkeley, usa
1269 Read, Justin I., University of Surrey, gbr
1270 Franceschini, A., Universit degli Studi di Padova, ita
1271 Atwood, W. B., Santa Cruz Institute for Particle Physics, usa
1272 Pevtsov, Alexei A., National Solar Observatory, usa
1273 Sanders, R. H., University of Groningen, Kapteyn Astronomical Institute, nld
1274 Takada, M., University of Tokyo, jpn
1275 Allard, F., Ecole Normale Suprieure de Lyon, fra
1276 Isenberg, Philip A., University of New Hampshire Durham, usa
1277 Mendez, Mariano, University of Groningen, Kapteyn Astronomical Institute, nld
1278 Hansteen, Viggo H., Universitetet i Oslo, nor
1279 Milani, Andrea, Universit di Pisa, ita
1280 Burles, Scott, Cutler Group, usa
1281 Hillier, D. J., University of Pittsburgh, usa
1282 Burrows, David N., Pennsylvania State University, usa
1283 Celotti, A., Scuola Internazionale Superiore di Studi Avanzati, ita
1284 Mouginis-Mark, Peter J., School of Ocean and Earth Science and Technology, usa
1285 Reale, Fabio, Universit degli Studi di Palermo, ita
1286 De Lucia, G., Osservatorio Astronomico di Trieste, ita
1287 de Pater, I., University of California, Berkeley, usa
1288 McLure, R., University of Edinburgh, Institute for Astronomy, gbr
1289 Bianchi, Luciana, Johns Hopkins University, usa
1290 Johnson, Jennifer A., The Ohio State University, usa
1291 Shields, Joseph C., The Ohio State University, usa
1292 Dubinski, John, Canadian Institute for Theoretical Astrophysics, can
1293 Reimer, A., Medizinische Universitat Innsbruck, aut
1294 Karlicky, Marian, Astronomical Institute, Academy of Sciences of the Czech Republic v.v.i., cze
1295 Staveley-Smith, Lister, University of Western Australia, aus
1296 Traub, W., Jet Propulsion Laboratory, usa
1297 Ciotti, Luca, Alma Mater Studiorum Universit di Bologna, ita
1298 Lin, Douglas, University of California, Santa Cruz, usa
1299 Willott, Chris J., National Research Council Canada, can
1300 Baron, E., University of Oklahoma, usa
1301 Shara, Michael M., American Museum of Natural History, usa
1302 Kirk, John G., Max Planck Institute for Nuclear Physics, deu
1303 Willmer, Christopher N.A., The University of Arizona, usa
1304 Turner, T. J., University of Maryland, Baltimore County, usa
1305 Oh, S. Peng, University of California, Santa Barbara, usa
1306 Keenan, Francis P., Queen's University Belfast, gbr
1307 Van Der Wel, Arjen, Max Planck Institute for Astronomy, deu
1308 Boroson, Todd, Las Cumbres Observatory Global Telescope Network, Inc, usa
1309 Ricotti, Massimo, University of Maryland, usa
1310 Schiavon, Ricardo P., Liverpool John Moores University, gbr
1311 Chary, Ranga Ram, California Institute of Technology, usa
1312 Calvet, Nuria, University of Michigan, Ann Arbor, usa
1313 Brown, Robert, The University of Arizona, usa
1314 Brown, Edward F., Michigan State University, usa
1315 Sambruna, Rita, National Aeronautics and Space Administration, usa
1316 Grenier, I. A., Universite Paris-Saclay, fra
1317 Slosar, An_e, Brookhaven National Laboratory, usa
1318 Yakovlev, D. G., Ioffe Institute, rus
1319 Meier, David, Jet Propulsion Laboratory, usa
1320 Napiwotzki, R., University of Hertfordshire, gbr
1321 Branch, David, Homer L. Dodge Department of Physics and Astronomy, usa
1322 Horne, Keith, University of St Andrews, gbr
1323 Liszt, H., National Radio Astronomy Observatory, usa
1324 Coustenis, Athena, L'Observatoire de Paris, fra
1325 Lognonn, Philippe, Universite Paris-Saclay, fra
1326 Walborn, N. R., STScI, usa
1327 Frank, Adam, University of Rochester, usa
1328 Sereno, Mauro, INAF Istituto di Astrofisica Spaziale e Fisica Cosmica, Bologna, ita
1329 Del Popolo, Antonino, Institute of Astronomy of the Russian Academy of Sciences, rus
1330 Tout, Christopher A., Institute of Astronomy, gbr
1331 Wolf, S., Christian-Albrechts-Universitt zu Kiel, deu
1332 Bressan, Alessandro, Scuola Internazionale Superiore di Studi Avanzati, ita
1333 Shu, Frank H., Academia Sinica, Institute of Astronomy and Astrophysics, twn
1334 Lammer, H., Institut fur Weltraumforschung, aut
1335 Rosati, P., University of Ferrara, ita
1336 Melendez, J., Universidade de Sao Paulo - USP, bra
1337 Wanajo, Shinya, Sophia University, jpn
1338 Colafrancesco, S., University of Witwatersrand, zaf
1339 Spohn, T., Deutsches Zentrum fur Luft- Und Raumfahrt, deu
1340 Read, Peter, University of Oxford, gbr
1341 Abdo, A. A., George Mason University, Fairfax Campus, usa
1342 West, Michael, Maria Mitchell Observatory, usa
1343 Gilman, Peter A., The Earth and Sun Systems Laboratory, usa
1344 Zhu, Zong Hong, Beijing Normal University, chn
1345 Grn, Eberhard, Max Planck Institute for Nuclear Physics, deu
1346 Fiore, F., Osservatorio Astronomico di Trieste, ita
1347 Gray, David F., Western University, can
1348 Chandran, B. D.G., University of New Hampshire Durham, usa
1349 Carbone, Vincenzo, Universit della Calabria, ita
1350 Martin, Sara F., Helio Research, usa
1351 Valageas, Patrick, Universite Paris-Saclay, fra
1352 Barlow, M. J., UCL, gbr
1353 Goobar, Ariel, Stockholms universitet, swe
1354 Tolstoy, Eline, University of Groningen, Kapteyn Astronomical Institute, nld
1355 Patterson, Joseph O., Columbia University in the City of New York, usa
1356 Bower, G. C., Academia Sinica, Institute of Astronomy and Astrophysics, usa
1357 Hillas, A. M., University of Leeds, gbr
1358 Ballantyne, David R., Georgia Institute of Technology, usa
1359 Milosavljevi_, Milo_, The University of Texas at Austin, usa
1360 Lister, M. L., College of Science, usa
1361 Han, Cheongho, Chungbuk National University, kor
1362 Hartigan, P., Rice University, usa
1363 Maz Apellniz, J., Centro de Astrobiologa (CSIC-INTA), esp
1364 Croom, Scott M., The University of Sydney, aus
1365 Carlsson, Mats, Universitetet i Oslo, nor
1366 Sakurai, T., National Institutes of Natural Sciences - National Astronomical Observatory of Japan, jpn
1367 Jaumann, R., Deutsches Zentrum fur Luft- Und Raumfahrt, deu
1368 Caswell, J. L., Australia Telescope National Facility, aus
1369 McKinnon, W. B., Washington University in St. Louis, McDonnell Center for the Space Sciences, usa
1370 Madhusudhan, Nikku, Institute of Astronomy, gbr
1371 Fall, S. Michael, STScI, usa
1372 Wollack, E. J., NASA Goddard Space Flight Center, usa
1373 Salucci, Paolo, Scuola Internazionale Superiore di Studi Avanzati, ita
1374 Hood, A. W., University of St Andrews, gbr
1375 Smith, Michael, University of Kent, gbr
1376 Alard, Christophe, Institut d 'Astrophysique de Paris, fra
1377 De Moortel, I., University of St Andrews, gbr
1378 Mason, G. M., Johns Hopkins University, usa
1379 Rephaeli, Yoel, Tel Aviv University, isr
1380 Raulin, Franois, Laboratoire Interuniversitaire des Systmes Atmosphriques (LISA) - UMR 7583, fra
1381 Rust, D. M., Johns Hopkins University Applied Physics Laboratory, usa
1382 Burns, Jack O., University of Colorado Boulder, usa
1383 Geiss, Johannes, International Space Science Institute, che
1384 Kaplan, David L., University of Wisconsin-Milwaukee, usa
1385 Shimasaku, Kazuhiro, University of Tokyo, jpn
1386 Barger, A. J., University of Hawai_i at M_noa, usa
1387 Pilyugin, L. S., Main Astronomical Observatory Nasu, ukr
1388 Ackermann, M., Deutsches Elektronen-Synchrotron (DESY), deu
1389 Kent, S., Fermi National Accelerator Laboratory, usa
1390 Caldwell, Nelson, Harvard-Smithsonian Center for Astrophysics, usa
1391 Fesen, Robert A., Dartmouth College, usa
1392 Sommer-Larsen, Jesper, Niels Bohr Institute, dnk
1393 Amari, Sachiko, Washington University in St. Louis, McDonnell Center for the Space Sciences, usa
1394 Helfand, David J., Columbia University in the City of New York, usa
1395 Bohlin, Ralph, STScI, usa
1396 Granato, G., Delft University of Technology, nld
1397 Cimatti, Andrea, Osservatorio Astrofisico Di Arcetri, ita
1398 Naab, Thorsten, Max Planck Institute for Astrophysics, deu
1399 Bouchet, Franois R., Sorbonne Universite, fra
1400 Vlk, H. J., Max Planck Institute for Nuclear Physics, deu
1401 Lada, Elizabeth, University of Florida, usa
1402 Nakamura, Takashi, Kyoto University, jpn
1403 Clements, D. L., Imperial College London, gbr
1404 Diehl, R., Max Planck Institute for Extraterrestrial Physics, deu
1405 Lallement, R., Universit PSL, fra
1406 Wilson, T. L., NSF-MPS Division of Astronomical Sciences, usa
1407 Hjorth, Jens, Niels Bohr Institute, dnk
1408 DeVore, C. R., NASA Goddard Space Flight Center, usa
1409 Lisse, C. M., Johns Hopkins University Applied Physics Laboratory, usa
1410 Ferrire, K., Universit Fdrale Toulouse Midi-Pyrnes, fra
1411 Rice, John A., University of California, Berkeley, usa
1412 Heger, Alexander, Monash University, aus
1413 Goossens, M., Departement Wiskunde, bel
1414 Livne, Eli, Hebrew University of Jerusalem, isr
1415 Bouwens, Rychard, Leiden Observatory Research Institute, nld
1416 Westall, Frances, CBM Centre de Biophysique Molculaire, fra
1417 Kastner, Joel H., Rochester Institute of Technology, usa
1418 Maraschi, L., Istituto Nazionale Di Astrofisica, Rome, ita
1419 Judge, P. G., The Earth and Sun Systems Laboratory, usa
1420 Taylor, F., University of Oxford, gbr
1421 Sumner, Dawn Y., University of California, Davis, usa
1422 Karkoschka, E., The University of Arizona, usa
1423 Maxted, P. F.L., Keele University, gbr
1424 Langevin, Y., Universite Paris-Saclay, fra
1425 dessart, L., Pontificia Universidad Catlica de Chile, chl
1426 Medvedev, Mikhail V., University of Kansas, Lawrence, usa
1427 Shaviv, Nir, Hebrew University of Jerusalem, isr
1428 Bender, Ralf, Max Planck Institute for Extraterrestrial Physics, deu
1429 Bertero, Mario, Universit degli Studi di Genova - Dibris, ita
1430 Zhang, Shuang Nan, Institute of High Energy Physics Chinese Academy of Science, chn
1431 Hutchings, J. B., National Research Council Canada, can
1432 Carney, Bruce W., The University of North Carolina at Chapel Hill, usa
1433 Couch, W., Macquarie University, aus
1434 Rpke, Friedrich K., Universitt Heidelberg, deu
1435 Lamers, Henny J.G.L.M., Astronomical Institute Anton Pannekoek, nld
1436 Williams, Robert, STScI, usa
1437 Colombi, Stphane, Institut d 'Astrophysique de Paris, fra
1438 Elachi, C., Division of Geological and Planetary Sciences, usa
1439 Ghirlanda, Giancarlo, Osservatorio Astronomico di Brera, ita
1440 Keel, William C., The University of Alabama, usa
1441 Ulrich, Roger K., University of California, Los Angeles, usa
1442 Leighly, Karen M., University of Oklahoma, usa
1443 Tacconi, L. J., Max Planck Institute for Extraterrestrial Physics, deu
1444 Imanishi, Masatoshi, National Institutes of Natural Sciences - National Astronomical Observatory of Japan, jpn
1445 Duchne, G., University of California, Berkeley, usa
1446 Maloney, Philip R., Private Astronomer, usa
1447 Jackson, James M., NASA Ames Research Center, usa
1448 Shankar, F., University of Southampton, gbr
1449 Sahai, Raghvendra, Jet Propulsion Laboratory, usa
1450 Bruzual, G., Universidad Nacional Autnoma de Mxico, mex
1451 Nusser, Adi, Technion - Israel Institute of Technology, isr
1452 Ayres, T. R., University of Colorado Boulder, usa
1453 White, Nicholas, NASA Goddard Space Flight Center, usa
1454 Lee, M. A., University of New Hampshire Durham, usa
1455 Valle, Jacques P., National Research Council Canada, can
1456 Clayton, Geoffrey C., Louisiana State University, usa
1457 McLaughlin, D. E., Keele University, gbr
1458 Irvine, William, NASA Goddard Space Flight Center, usa
1459 Park, Changbom, Korea Institute for Advanced Study, kor
1460 Astier, Pierre, Laboratoire de Physique Nuclaire et de Hautes Energies, fra
1461 Michel, P., Observatoire de la Cte d'Azur, fra
1462 Fulbright, Jon, Arctic Slope Technical Services, Inc, usa
1463 Chen, P. F., Nanjing University, chn
1464 Srianand, R., Inter-University Centre for Astronomy and Astrophysics India, ind
1465 Takeda, Yoichi, The Graduate University for Advanced Studies, jpn
1466 Mancinelli, Rocco L., NASA Ames Research Center, usa
1467 Ortolani, S., Universit degli Studi di Padova, ita
1468 Aoki, Wako, National Institutes of Natural Sciences - National Astronomical Observatory of Japan, jpn
1469 Mignard, F., Observatoire de la Cte d'Azur, fra
1470 Dutton, Aaron A., NYU Abu Dhabi, are
1471 Tamura, Motohide, University of Tokyo, jpn
1472 Giovanelli, Riccardo, Cornell Center for Astrophysics and Planetary Science, usa
1473 Ciardullo, Robin, Pennsylvania State University, usa
1474 Kovcs, G., Konkoly Observatory Hungarian Academy of Sciences, hun
1475 Lineweaver, Charles H., Australian National University, aus
1476 Berezhko, E. G., Yu.G. Shafer Institute of Cosmophysical Research and Aeronomy of the Siberian Branch of the RAS, rus
1477 Whitworth, Anthony P., Cardiff University, gbr
1478 Worrall, Diana M., University of Bristol, gbr
1479 Williams, D. A., Santa Cruz Institute for Particle Physics, usa
1480 Kontar, Eduard P., University of Glasgow, gbr
1481 Debattista, Victor P., University of Central Lancashire, gbr
1482 Richardson, Derek C., University of Maryland, usa
1483 Roxburgh, Ian W., University of Birmingham, gbr
1484 Murphy, E. J., National Radio Astronomy Observatory, usa
1485 Wyder, Ted K., Apigee Corporation, usa
1486 Garnett, Donald R., The University of Arizona, usa
1487 Verbunt, Frank, SRON Netherlands Institute for Space Research, nld
1488 Snow, Theodore P., University of Colorado Boulder, usa
1489 Andersen, J., Niels Bohr Institute, dnk
1490 Pfrommer, Christoph, Leibniz Institute for Astrophysics Potsdam, deu
1491 Welsh, Barry, Eureka Scientific, Inc., usa
1492 Burchell, M. J., University of Kent, gbr
1493 Mellema, Garrelt, Stockholms universitet, swe
1494 Leonard, D. C., San Diego State University, usa
1495 Kato, Taichi, Kyoto University, jpn
1496 Miller, M. C., University of Maryland, usa
1497 White, R. L., STScI, usa
1498 Bockele-Morvan, Dominique, Universit PSL, fra
1499 Ibata, Rodrigo A., Universit de Strasbourg, fra
1500 Landstreet, J. D., Western University, can
1501 Shore, Steven N., Universit di Pisa, ita
1502 Carlson, R. W., Jet Propulsion Laboratory, usa
1503 Aulanier, G., Universit PSL, fra
1504 Alcock, C., Harvard-Smithsonian Center for Astrophysics, usa
1505 Ponman, T., University of Birmingham, gbr
1506 Flasar, F. Michael, NASA Goddard Space Flight Center, usa
1507 Heyl, Jeremy, The University of British Columbia, can
1508 Sigurdsson, Steinn, Pennsylvania State University, usa
1509 Wada, Keiichi, Ehime University, jpn
1510 Peter, Hardi, Max Planck Institute for Solar System Research, deu
1511 Windhorst, Rogier A., School of Earth and Space Exploration, usa
1512 Welsh, William F., San Diego State University, usa
1513 Milone, A. P., Universit degli Studi di Padova, ita
1514 Colpi, M., University of Milano - Bicocca, ita
1515 Guzzo, Luigi, Osservatorio Astronomico di Brera, ita
1516 Dehant, V., Royal Observatory of Belgium, bel
1517 Zepf, S. E., Michigan State University, usa
1518 Sarzi, Marc, Armagh Observatory, gbr
1519 Bulik, T., University of Warsaw, pol
1520 Brown, Warren R., Smithsonian Astrophysical Observatory, usa
1521 Meurer, Gerhardt R., University of Western Australia, aus
1522 Pounds, K., University of Leicester, gbr
1523 Malkan, Matthew A., University of California, Los Angeles, usa
1524 Gieles, Mark, Universitat de Barcelona, esp
1525 Combi, Michael, University of Michigan, Ann Arbor, usa
1526 Miesch, M., The Earth and Sun Systems Laboratory, usa
1527 Spieler, H., Lawrence Berkeley National Laboratory, usa
1528 Leahy, Denis, University of Calgary, can
1529 Berger, M. A., University of Exeter, gbr
1530 Wolszczan, Alexander, Pennsylvania State University, usa
1531 Klein, Richard I., University of California, Berkeley, usa
1532 Riechers, Dominik, Cornell University, usa
1533 Stofan, E. R., Smithsonian National Air and Space Museum, usa
1534 Marzari, Francesco, Universit degli Studi di Padova, ita
1535 Weekes, T. C., Harvard-Smithsonian Center for Astrophysics, usa
1536 Mbius, Eberhard, University of New Hampshire Durham, usa
1537 Macci, Andrea V., NYU Abu Dhabi, are
1538 Snowden, S. L., NASA Goddard Space Flight Center, usa
1539 Mumma, Michael J., NASA Goddard Space Flight Center, usa
1540 Thorstensen, J. R., Dartmouth College, usa
1541 Zucker, S., Tel Aviv University, isr
1542 Briggs, M. S., The University of Alabama in Huntsville, usa
1543 Rand, Richard J., The University of New Mexico, usa
1544 Serenelli, Aldo M., Instituto de Estudios Espaciales de Catalua, esp
1545 Van Zee, Liese, Indiana University Bloomington, usa
1546 Keszthelyi, Laszlo P., United States Geological Survey, usa
1547 Smith, P. S., The University of Arizona, usa
1548 Newsom, H., The University of New Mexico, usa
1549 Dartois, E., Institut des Sciences Molculaires d'Orsay, fra
1550 Yoshii, Y., The University of Arizona, usa
1551 Magorrian, John, University of Oxford, gbr
1552 Chugai, N. N., Institute of Astronomy of the Russian Academy of Sciences, rus
1553 Howard, R. F., National Solar Observatory, usa
1554 Rieutord, M., Universite Paul Sabatier Toulouse III, fra
1555 Edgett, K. S., Malin Space Science Systems, usa
1556 Thomas, Nicolas, University of Bern, che
1557 Lacey, Cedric G., University of Durham, gbr
1558 Green, D. A., Department of Physics, gbr
1559 Makarov, Valeri V., US Naval Observatory, usa
1560 Faucher-Gigure, Claude Andr, Northwestern University, usa
1561 Ferraro, Francesco R., Alma Mater Studiorum Universit di Bologna, ita
1562 Pontoppidan, Klaus, STScI, usa
1563 Sotin, C., Jet Propulsion Laboratory, usa
1564 Schmitt, Henrique R., Naval Research Laboratory, usa
1565 Chiba, Masashi, Tohoku University, jpn
1566 Comastri, A., INAF Istituto di Astrofisica Spaziale e Fisica Cosmica, Bologna, ita
1567 Holder, G. P., University of Illinois at Urbana-Champaign, usa
1568 Pian, Elena, INAF Istituto di Astrofisica Spaziale e Fisica Cosmica, Bologna, ita
1569 Joblin, Christine, Universit Fdrale Toulouse Midi-Pyrnes, fra
1570 Hoyle, Fred, Royal Society of London, gbr
1571 Baliunas, Sallie, Harvard-Smithsonian Center for Astrophysics, usa
1572 Lockman, Felix J., Green Bank Observatory, usa
1573 Wright, Christopher, The University of Sydney, aus
1574 Phinney, E. Sterl, California Institute of Technology, usa
1575 Soderblom, David R., STScI, usa
1576 Viel, Matteo, Scuola Internazionale Superiore di Studi Avanzati, ita
1577 Wu, Yanqin, University of Toronto, can
1578 Ruz-Lapuente, Pilar, CSIC - Instituto de Fisica Fundamental (IFF), esp
1579 Klu_niak, W., Nicolaus Copernicus Astronomical Center of the Polish Academy of Sciences, pol
1580 Ho, Paul T.P., Academia Sinica, Institute of Astronomy and Astrophysics, twn
1581 Gierasch, P. J., Cornell University, usa
1582 Mesinger, Andrei, Scuola Normale Superiore di Pisa, ita
1583 Capetti, A., Istituto Nazionale Di Astrofisica, Rome, ita
1584 Gardner, Jonathan P., NASA Goddard Space Flight Center, usa
1585 Taam, Ronald E., Northwestern University, usa
1586 Sion, Edward M., Villanova University, usa
1587 Goodman, Alyssa A., Radcliffe Institute for Advanced Study, usa
1588 Monaco, Pierluigi, Universit degli Studi di Trieste, ita
1589 Lamy, P., Laboratoire d'Astrophysique de Marseille, fra
1590 Hudson, Michael J., University of Waterloo, can
1591 Pollacco, Don, The University of Warwick, gbr
1592 Figer, D. F., Rochester Institute of Technology, usa
1593 Bishop, Janice L., SETI Institute, usa
1594 Walker, Matthew G., Carnegie Mellon University, usa
1595 Costa, E., Istituto Nazionale Di Astrofisica, Rome, ita
1596 Dominik, C., Universiteit van Amsterdam, nld
1597 Piatti, Andrs E., Consejo Nacional de Investigaciones Cientficas y Tcnicas, arg
1598 Pierpaoli, E., University of Southern California, usa
1599 Aarseth, Sverre J., Institute of Astronomy, gbr
1600 Dominik, M., University of St Andrews, gbr
1601 Moos, H. W., Johns Hopkins University, usa
1602 Michelson, P. F., SLAC National Accelerator Laboratory, usa
1603 Romero, Gustavo E., Instituto Argentino de Radioastronomia, arg
1604 Fabrycky, Daniel C., The University of Chicago, usa
1605 Kalberla, P. M.W., Universitt Bonn, deu
1606 Geissler, Paul, United States Geological Survey, usa
1607 Holm, Nils G., Stockholms universitet, swe
1608 Kobayashi, C., University of Hertfordshire, gbr
1609 Roueff, Evelyne, Sorbonne Universite, fra
1610 Blake, Geoffrey A., Division of Geological and Planetary Sciences, usa
1611 Bautista, Manuel, Western Michigan University, usa
1612 Thuan, Trinh X., University of Virginia, usa
1613 Scholz, R. D., Leibniz Institute for Astrophysics Potsdam, deu
1614 Ho, W. C.G., Haverford College, usa
1615 Hinshaw, G., The University of British Columbia, can
1616 Crenshaw, D. M., Georgia State University, usa
1617 Coppi, P., Yale University, usa
1618 Tagliaferri, G., INAF/Brera Astronomical Observatory, ita
1619 Farmer, Jack D., School of Earth and Space Exploration, usa
1620 Scannapieco, Evan, School of Earth and Space Exploration, usa
1621 Steffen, Jason H., University of Nevada, Las Vegas, usa
1622 Bicknell, Geoffrey V., Australian National University, aus
1623 Bianchi, S., Osservatorio Astrofisico Di Arcetri, ita
1624 Hilker, Michael, European Southern Observatory, deu
1625 Reig, P., Foundation for Research and Technology-Hellas, grc
1626 Ueda, Yoshihiro, Kyoto University, jpn
1627 Perets, Hagai B., Technion - Israel Institute of Technology, isr
1628 Mineshige, Shin, Kyoto University, jpn
1629 Cho, Jungyeon, Chungnam National University, kor
1630 Watson, Darach, Niels Bohr Institute, dnk
1631 Schmidt, Maarten, California Institute of Technology, usa
1632 Lewis, Roy S., The Enrico Fermi Institute, usa
1633 Sekanina, Zdenek, Jet Propulsion Laboratory, usa
1634 Eislffel, J., Thringer Landessternwarte, deu
1635 Vishniac, Ethan, Johns Hopkins University, usa
1636 Tauris, T. M., Aarhus Universitet, dnk
1637 Crawford, I. A., Birkbeck University of London, gbr
1638 Schmieder, Brigitte, L'Observatoire de Paris, fra
1639 Szyma_ski, M. K., University of Warsaw, pol
1640 Fishman, Gerald J., The University of Alabama in Huntsville, usa
1641 Bibring, Jean Pierre, Institut d'Astrophysique Spatiale, fra
1642 Simnett, G. M., University of Birmingham, gbr
1643 Golub, L., Smithsonian Astrophysical Observatory, usa
1644 Vesperini, E., Indiana University Bloomington, usa
1645 Wood, K., University of St Andrews, gbr
1646 Harries, Tim J., University of Exeter, gbr
1647 Brun, A. S., Universite Paris-Saclay, fra
1648 Hecht, Michael, MIT Haystack Observatory, usa
1657 Beckwith, S., University of California, Berkeley, usa
1659 Tran, H., W. M. Keck Observatory, usa
1660 Katz, J. I., Washington University in St. Louis, McDonnell Center for the Space Sciences, usa
1675 Gomes, R. S., Observatrio Nacional, bra
1679 Hester, J. J., School of Earth and Space Exploration, usa
1694 Morton, Donald C., University of Windsor, can
1707 Artymowicz, Pawel, University of Toronto, can
1733 Michel, F. C., Rice University, usa
1742 Bonner, William A., Stanford University, usa
1769 Deprit, Andr, Universidad de Zaragoza, esp
# Histogram of fields of inquiry
1 751 4.70
2 "Art Practice, History & Theory" 33 0.21
3 "History of Science, Technology & Medicine" 49 0.31
4 "Sport, Leisure & Tourism" 132 0.83
5 "Strategic, Defense & Security Studies" 360 2.25
6 Accounting 95 0.59
7 Acoustics 599 3.75
8 Aerospace & Aeronautics 979 6.13
9 Agricultural Economics & Policy 103 0.65
10 Agronomy & Agriculture 1187 7.43
11 Allergy 317 1.99
12 Analytical Chemistry 1834 11.49
13 Anatomy & Morphology 123 0.77
14 Anesthesiology 715 4.48
15 Anthropology 149 0.93
16 Applied Ethics 101 0.63
17 Applied Mathematics 345 2.16
18 Applied Physics 4789 29.99
19 Archaeology 226 1.42
20 Architecture 24 0.15
21 Arthritis & Rheumatology 675 4.23
22 Artificial Intelligence & Image Processing 4569 28.61
23 Astronomy & Astrophysics 1658 10.38
24 Automobile Design & Engineering 40 0.25
25 Behavioral Science & Comparative Psychology 400 2.50
26 Biochemistry & Molecular Biology 3780 23.67
27 Bioinformatics 382 2.39
28 Biomedical Engineering 1051 6.58
29 Biophysics 386 2.42
30 Biotechnology 1056 6.61
31 Building & Construction 566 3.54
32 Business & Management 939 5.88
33 Cardiovascular System & Hematology 3471 21.74
34 Chemical Engineering 1179 7.38
35 Chemical Physics 2205 13.81
36 Civil Engineering 901 5.64
37 Classics 45 0.28
38 Clinical Psychology 340 2.13
39 Communication & Media Studies 189 1.18
40 Complementary & Alternative Medicine 197 1.23
41 Computation Theory & Mathematics 351 2.20
42 Computer Hardware & Architecture 361 2.26
43 Criminology 191 1.20
44 Cultural Studies 110 0.69
45 Dairy & Animal Science 1021 6.39
46 Demography 53 0.33
47 Dentistry 1160 7.26
48 Dermatology & Venereal Diseases 851 5.33
49 Design Practice & Management 183 1.15
50 Development Studies 74 0.46
51 Developmental & Child Psychology 632 3.96
52 Developmental Biology 3198 20.03
53 Distributed Computing 203 1.27
54 Drama & Theater 16 0.10
55 Ecology 1615 10.11
56 Econometrics 76 0.48
57 Economic Theory 30 0.19
58 Economics 793 4.97
59 Education 1222 7.65
60 Electrical & Electronic Engineering 1861 11.65
61 Emergency & Critical Care Medicine 587 3.68
62 Endocrinology & Metabolism 2249 14.08
63 Energy 3934 24.64
64 Entomology 550 3.44
65 Environmental & Occupational Health 255 1.60
66 Environmental Engineering 896 5.61
67 Environmental Sciences 1402 8.78
68 Epidemiology 256 1.60
69 Evolutionary Biology 877 5.49
70 Experimental Psychology 1127 7.06
71 Family Studies 62 0.39
72 Finance 197 1.23
73 Fisheries 590 3.69
74 Fluids & Plasmas 1104 6.91
75 Folklore 7 0.04
76 Food Science 1013 6.34
77 Forestry 513 3.21
78 Gastroenterology & Hepatology 1566 9.81
79 Gender Studies 36 0.23
80 General & Internal Medicine 2195 13.75
81 General Chemistry 937 5.87
82 General Clinical Medicine 335 2.10
83 General Mathematics 1052 6.59
84 General Physics 1334 8.35
85 General Psychology & Cognitive Sciences 58 0.36
86 Genetics & Heredity 674 4.22
87 Geochemistry & Geophysics 1752 10.97
88 Geography 334 2.09
89 Geological & Geomatics Engineering 922 5.77
90 Geology 269 1.68
91 Geriatrics 189 1.18
92 Gerontology 185 1.16
93 Health Policy & Services 342 2.14
94 History 197 1.23
95 History of Social Sciences 38 0.24
96 Horticulture 108 0.68
97 Human Factors 276 1.73
98 Immunology 2778 17.40
99 Industrial Engineering & Automation 1845 11.55
100 Industrial Relations 39 0.24
101 Information & Library Sciences 219 1.37
102 Information Systems 344 2.15
103 Inorganic & Nuclear Chemistry 1240 7.77
104 International Relations 125 0.78
105 Languages & Linguistics 252 1.58
106 Law 171 1.07
107 Legal & Forensic Medicine 215 1.35
108 Literary Studies 211 1.32
109 Logistics & Transportation 447 2.80
110 Marine Biology & Hydrobiology 857 5.37
111 Marketing 222 1.39
112 Materials 3764 23.57
113 Mathematical Physics 107 0.67
114 Mechanical Engineering & Transports 1998 12.51
115 Medical Informatics 269 1.68
116 Medicinal & Bimolecular Chemistry 1706 10.68
117 Meteorology & Atmospheric Sciences 1635 10.24
118 Microbiology 2788 17.46
119 Microscopy 72 0.45
120 Mining & Metallurgy 590 3.69
121 Music 43 0.27
122 Mycology & Parasitology 446 2.79
123 Nanoscience & Nanotechnology 1558 9.76
124 Networking & Telecommunications 3417 21.40
125 Neurology & Neurosurgery 6780 42.46
126 Nuclear & Particle Physics 2370 14.84
127 Nuclear Medicine & Medical Imaging 1756 11.00
128 Numerical & Computational Mathematics 304 1.90
129 Nursing 747 4.68
130 Nutrition & Dietetics 759 4.75
131 Obstetrics & Reproductive Medicine 1382 8.65
132 Oceanography 301 1.88
133 Oncology & Carcinogenesis 4734 29.65
134 Operations Research 497 3.11
135 Ophthalmology & Optometry 1091 6.83
136 Optics 1190 7.45
137 Optoelectronics & Photonics 2162 13.54
138 Organic Chemistry 2349 14.71
139 Ornithology 121 0.76
140 Orthopedics 1187 7.43
141 Otorhinolaryngology 701 4.39
142 Paleontology 534 3.34
143 Pathology 403 2.52
144 Pediatrics 1029 6.44
145 Pharmacology & Pharmacy 1981 12.41
146 Philosophy 165 1.03
147 Physical Chemistry 678 4.25
148 Physiology 495 3.10
149 Plant Biology & Botany 2379 14.90
150 Political Science & Public Administration 344 2.15
151 Polymers 1704 10.67
152 Psychiatry 1794 11.23
153 Psychoanalysis 57 0.36
154 Public Health 1003 6.28
155 Rehabilitation 438 2.74
156 Religions & Theology 137 0.86
157 Respiratory System 1091 6.83
158 Science Studies 83 0.52
159 Social Psychology 688 4.31
160 Social Sciences Methods 90 0.56
161 Social Work 130 0.81
162 Sociology 221 1.38
163 Software Engineering 441 2.76
164 Speech-Language Pathology & Audiology 187 1.17
165 Sport Sciences 473 2.96
166 Statistics & Probability 406 2.54
167 Substance Abuse 393 2.46
168 Surgery 1675 10.49
169 Toxicology 943 5.91
170 Tropical Medicine 590 3.69
171 Urban & Regional Planning 180 1.13
172 Urology & Nephrology 1329 8.32
173 Veterinary Sciences 972 6.09
174 Virology 1207 7.56
175 Zoology 295 1.85