Traffic Psychology

2.9K(top 1%)

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84.3K(top 1%)

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116(top 1%)

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171(top 1%)

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24.7K

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4.3K

doc citations

Top Authors (by citations)

#	Author	Articles	Citations	R ARank	R CRank
1	Joost de Winter	26	2,733	11	8
2	Riender Happee	16	2,502	11	8
3	Timo Lajunen	32	2,333	9	8
4	Natasha Merat	15	1,537	10	10
5	Türker Özkan	34	1,323	7	7
6	David E Crundall	20	1,189	10	10
7	Mark Brackstone	4	1,188	5	5
9	Mark J M Sullman	23	1,134	10	8
10	Barry Watson	19	1,079	10	10
11	Peter Chapman	10	1,011	12	9
12	Linda Steg	8	990	17	15
13	David Shinar	15	957	15	15
14	Kari Heikki Ilmari Summala	6	905	13	12
15	Patricia Delhomme	9	830	6	6
16	Neville A Stanton	10	794	20	16
17	Bart van Arem	11	693	11	15
18	William Payre	4	691	11	7
19	Benjamin Gardner	3	685	19	12
20	Johan Engström	3	671	14	10
21	Satoshi Fujii	7	668	11	10
22	Tommy Gärling	7	654	16	16
23	Julien Cestac	3	624	7	7
24	Dick de Waard	14	606	12	12
25	Matthias Beggiato	6	604	7	7
26	Marjan Hagenzieker	13	594	10	10
27	Haneen Farah	13	573	9	7
27	Petya Ventsislavova	8	573	9	10
29	Ruth Madigan	5	553	10	10
30	Orit Taubman-Ben-Ari	22	548	7	8
31	Ahmed El-Geneidy	7	544	19	12
32	Tyron Louw	7	533	8	8
33	Sjaan Koppel	10	531	11	10
34	Carlo G Prato	13	527	12	10
35	Margareta Friman	7	524	12	12
36	Lukas Bier	2	518	25	16
37	Narelle L Haworth	14	514	11	10
38	Marco Dozza	10	488	11	11
39	Oscar Oviedo-Trespalacios	19	477	10	10
40	Charles Abraham	2	476	28	20
41	Amanda N Stephens	9	444	9	9
42	Nagendra Rao Velaga	15	442	8	8
44	George Yannis	14	434	11	10
45	Tova Rosenbloom	10	420	10	10
46	Christian Andreas Klöckner	5	418	16	16
47	Frederik Naujoks	10	415	9	10
48	Tal Oron-Gilad	10	399	13	10
49	Karel A Brookhuis	11	393	14	13
49	Tom Brijs	20	393	10	10
51	Dana yagil	3	391	19	10
52	Mark J King	13	389	9	9
53	Bridie J Scott-Parker	13	388	10	10
54	Kris Brijs	21	386	10	11
55	Nicola Jayne Starkey	8	385	20	14
56	Lars E Olsson	3	380	14	11
56	Jennifer Anne Oxley	6	380	10	9
58	Eleonora Papadimitriou	5	378	11	9
59	Özlem Simsekoglu	7	377	8	6
60	Kevin Manaugh	4	371	15	9
61	Anna Schieben	3	370	6	8
62	John D Lee	10	366	19	22
63	Samuel Charlton	10	365	11	11
64	Bruce Mehler	9	362	12	13
64	Bryan Reimer	9	362	13	16
66	Carryl L Baldwin	2	339	18	9
67	Anuj Kumar Pradhan	5	336	13	17
69	Richard Romano	4	325	10	10
70	Pål Ulleberg	6	315	7	7
71	Ching-Fu Chen	2	312	16	15
71	Xuedong Yan	13	312	16	11
73	Dea van Lierop	2	311	9	6
75	Judith L Charlton	4	307	17	12
76	Jens Schade	1	303	2	2
77	Mark Vollrath	11	302	10	12
77	Martin	16	302	8	13
79	Donald L Fisher	5	297	20	18
80	John A Groeger	7	293	13	20
81	Virginia P Sisiopiku	2	287	12	9
82	Ross Phillips	7	281	4	4
83	Hong Z Tan	1	277	32	18
83	Charles Spence	1	277	67	50
83	Cristy Ho	1	277	23	16
86	Hanna Bellem	2	275	14	7
87	Robert Gifford	1	266	32	16
87	Wokje Abrahamse	1	266	14	14
89	Sina Nordhoff	3	265	6	7
90	James Freeman	9	263	9	9
90	Tibor Petzoldt	8	263	10	10
92	Alexandros Nikitas	3	262	11	10
93	Darcin Akin	1	261	5	4
94	Dimitra Dodou	7	259	18	16
95	Stuart Newstead	3	257	13	9
95	Yisrael Parmet	5	257	22	16
95	Andry Rakotonirainy	11	257	14	20
95	Thierry Baccino	3	257	13	7
95	Hua Liao	1	257	28	22
95	Tianqi Chen	1	257	6	5
95	Jingwen Wu	1	257	4	4
102	Jan B F Van Erp	1	255	51	25
103	MariAnne Karlsson	4	253	11	10
103	Pushpa Choudhary	7	253	6	8
105	Katja Kircher	8	252	10	10
106	Louise Eriksson	3	250	12	7
107	Alexia j Lennon	6	248	7	7
108	María Eugenia Gras	7	247	8	6
109	Geert Wets	14	245	18	23
110	Bo Zhang	2	244	5	5
111	Anu Siren	5	241	7	9
112	Gonçalo Homem de Almeida Correia	3	240	21	21
113	Pavlo Bazilinskyy	5	237	10	7
114	Elliot Fishman	1	236	50	37
114	Simon P Washington	1	236	32	21
116	John Golias	1	235	20	6
117	Marco Pedrotti	3	232	6	7
117	Simone Benedetto	3	232	6	8
119	Montserrat Planes	6	231	6	6
120	Jin Lee	3	230	11	10
120	Sonja Haustein	6	230	13	16
120	Dario D Salvucci	1	230	24	22
120	Yueng-hsiang Huang	3	230	11	10
124	Rhona H Flin	1	229	46	23
125	Birgitta Cm Gatersleben	4	228	14	21
126	Stijn Daniels	11	222	9	9
126	Aurobinda Routray	1	222	39	12
126	Sibsambhu Kar	1	222	1	1
129	Silvia Francesca Varotto	2	221	5	5
130	Wim van Winsum	4	220	10	12
131	Sílvia Font-Mayolas	6	219	8	6
132	Shuchisnigdha Deb	2	216	12	9
132	Lesley J Strawderman	2	216	17	10
134	Markus Barth	1	215	7	6
134	Philipp Jugert	1	215	14	9
134	Immo Fritsche	1	215	14	13
134	Marieke Martens	1	215	4	4
138	Mette Møller	7	214	9	9
138	Andrea Simone	7	214	12	15
138	Esko Pekka Lehtonen	5	214	10	10
138	Valeria Vignali	7	214	10	11
138	Claudio Lantieri	7	214	11	14
143	Mohamed A Abdel-Aty	7	208	19	21
144	Sergio A Useche	8	207	10	11
144	Emilio Moyano Díaz	1	207	12	6
144	Linda Ng Boyle	6	207	16	16
147	Nicole van Nes	6	203	8	7
148	Julie Hatfield	5	201	10	10
149	András Várhelyi	5	200	9	10
150	Sherrie-Anne Kaye	10	199	8	8
151	David Herrero-Fernández	9	198	7	5
152	Stewart A Birrell	4	197	14	13
152	Max Kinateder	2	197	17	8
152	Mathias Müller	2	197	15	7
152	Paul Pauli	2	197	43	34
152	Avinoam Borowsky	8	197	10	10
157	Marco Costa	6	196	13	11
157	Arvind Saraswat	1	196	3	2
157	Arianna Bichicchi	6	196	7	8
157	David B Kaber	3	196	23	21
161	Federico Cugurullo	1	195	14	7
161	Ransford A Acheampong	1	195	15	7
163	Heiko Hecht	5	193	26	18
164	Joanne E Taylor	6	188	9	10
164	Feng Zhongxiang	9	188	10	11
166	Nicolas Saunier	3	187	16	13
167	Oliver Carsten	9	184	10	18
168	Glenn D Lyons	1	183	16	11
168	Susan Kenyon	1	183	8	8
170	Leandro Luigi Di Stasi	5	182	15	18
170	Heikki Ilari Liimatainen	2	182	13	10
172	Andres Catena	5	179	33	29
172	Antonio Cándido Ortíz	5	179	15	12
172	Anders af Wåhlberg	7	179	10	12
175	Dov Zohar	2	177	18	20
175	Lisa J Molnar	3	177	13	9
177	Rosemary Hiscock	1	176	15	14
177	Anne Ellaway	1	176	20	15
177	Eleni I Vlahogianni	6	176	19	19
177	Martin Baumann	6	176	9	7
177	Moritz Körber	1	176	15	16
177	Claudia J Stanny	1	176	17	7
177	Christian Gold	1	176	13	15
184	Changxu Wu	3	175	18	14
184	Predrag Stanojević	2	175	6	4
186	Divera Twisk	8	174	7	7
186	Katherine M White	4	174	26	30
188	Michael Oehl	6	173	13	7
188	Ennia Mariapaola Acerra	5	173	7	7
188	Wei Zhang	4	173	11	12
191	Birsen Donmez	4	170	21	18
191	Christian Purucker	2	170	9	9
193	Laila Marianne Martinussen	4	169	7	7
193	Juliane Stark	3	169	4	4
193	Samantha Jamson	5	169	9	7
193	Carole Castanier	2	169	10	8
197	Xiangling Zhuang	4	168	10	10
198	Markus Pöllänen	1	167	14	10
198	Margaret Harris	2	167	3	3
198	Naomi King	2	167	3	3
201	Joanne M Bennett	6	166	4	5
201	Xosé Antón Gómez-Fraguela	1	166	17	8
203	Tim Chatterton	2	165	11	8
203	Pietro Lanzini	1	165	10	10
203	Fiona Spotswood	2	165	9	4
203	Michael A Regan	3	165	10	15
207	Thomas Sick Nielsen	1	164	13	14
207	Luis V Montoro	4	164	10	9
207	Ronggang Zhou	2	164	12	10
210	Melissa K. Hyde	3	163	22	22
211	Jacques Mb Terken	3	162	16	10
211	Giulio Francesco Bianchi Piccinini	3	162	11	14
213	Verity Truelove	8	161	7	7
213	Jeffrey D Dawson	4	161	31	41
213	Christer Ahlström	7	161	17	18
216	Kristie L Young	7	159	12	17
216	Christine M Wickens	6	159	15	13
218	Wael K M Alhajyaseen	8	157	11	10
219	Alan Tapp	1	156	5	5
220	Niklas Strand	1	155	9	6
220	Josef Nilsson	1	155	7	7
222	Darren M Scott	2	154	16	10
223	Michael K Lindell	1	153	32	23
223	Tristan Wu	1	153	4	5
223	Ioannis Kaparias	3	153	9	8
223	Zhenji Lu	2	153	8	5
223	Dalibor Pesic	5	153	8	6
228	Victor Cantillo	3	151	21	11
228	Luis Miranda-Moreno	1	151	15	11
228	Ole Boe	1	151	11	5
228	Andras Kemeny	5	151	10	19
232	Jonas De Vos	2	150	13	13
233	Paul M Salmon	6	149	20	13
233	Francisco Alonso	5	149	9	8
233	Myounghoon Jeon	2	149	22	15
236	Sebastian Hergeth	4	147	10	14
236	Markku Juhani Kilpeläinen	1	147	9	3
238	Ali Pirdavani	7	146	8	8
238	Veronique Van Acker	2	146	15	11
238	Francesco N Biondi	4	146	15	14
238	Weina Qu	10	146	10	11
242	Cornelia Mairean	5	145	9	6
242	Candida Castro	6	145	8	9
242	Yan Ge	10	145	10	14
242	Elizabeth Sheppard	8	145	7	7
242	Frank Witlox	2	145	39	28
247	Richard J Hanowski	2	144	13	10
248	Nguyen-Thong Dang	5	143	10	10
248	Nadja Schömig	3	143	5	5
251	Ying Wang	2	141	8	8
251	Nora Reinolsmann	6	141	5	5
251	Daniel W Carruth	1	141	27	14
251	Qinaat Hussain	6	141	8	8
255	Tingru Zhang	6	140	8	10
256	Tomer Toledo	6	139	11	13
257	Laura Eboli	2	138	21	14
257	Paul Atchley	5	138	17	19
257	Desmond O'Neill	1	138	34	18
257	Gabriella Mazzulla	2	138	21	14
261	Nang Ngai Sze	6	137	14	13
261	Hui Zhang	3	137	12	6
264	Jose Juan Cañas Delgado	2	135	21	22
265	Grégoire S Larue	7	134	10	11
266	Christopher N Watling	7	133	8	9
266	Paul Sârbescu	5	133	5	8
268	Antonio Maldonado	5	132	15	15
268	David S Hurwitz	6	132	9	10
268	Tim Horberry	2	132	15	13
268	Georg Jahn	1	132	27	15
272	Maria Papadakaki	5	130	7	9
272	Igor Radun	9	130	6	6
272	Régis Lobjois	3	130	11	10
272	Bruce N Walker	1	130	25	15
276	Naveen Eluru	2	129	29	16
277	Enrico Ronchi	1	127	22	14
277	Cecilia Jakobsson Bergstad	3	127	11	14
277	Jessica B Cicchino	5	127	11	11
277	Daniel Gromer	1	127	12	6
281	Ben Waterson	1	126	17	6
281	Paul van Gent	3	126	4	4
283	Anil Kumar Namdeo	5	125	14	15
283	John Thøgersen	3	125	23	32
283	Phil Blythe	5	125	11	13
286	Eric A Morris	2	124	7	6
287	Eran Ben-Elia	2	122	15	10
287	Ralf Philipsen	2	122	14	9
289	Richard Tay	2	121	26	21
289	Torkel Bjørnskau	7	121	10	10
289	Tim Woodman	1	121	20	15
289	Yee Mun Lee	8	121	8	11
294	Hillel Bar-Gera	4	120	14	8
295	Prashant Kumar	1	119	56	39
295	Prashant Kumar	1	119	41	33
295	Tomas Ruiz	2	119	11	7
295	Suresh Jain	1	119	18	16
295	Preeti Aggarwal	1	119	7	7
300	Stéphanie Cœugnet	4	118	9	7
300	Renée M St Louis	2	118	6	4
300	Kardi Teknomo	1	118	14	10
300	Lisa Buckley	4	118	12	11
304	Xiaofei Xie	1	116	20	9
304	Satu Innamaa	2	116	6	9
306	Julian Arellana	2	115	17	15
306	Marie-Axelle Granié	5	115	9	9
306	Jennifer Batchelor	3	115	15	19
309	Huibin Du	1	114	25	20
309	Benjamin K Sovacool	1	114	56	46
312	Patrick A Singleton	4	113	9	8
313	Fanny Malin	2	112	6	9
314	Kerry A Armstrong	5	111	9	9
314	Hebba Haddad	1	111	5	5
316	Milan Tešić	1	110	6	3
316	Mark S Horswill	6	110	15	24
316	Sonia Amado	3	110	9	6
316	Felix Wilhelm Siebert	4	110	9	5
316	Boris E Cendales	4	110	9	10
321	Jing Shi	2	109	20	9
321	Nicholas Evangelopoulos	1	109	18	10
321	S Yasaman Amirkiaee	1	109	3	3
321	Beshr Sultan	1	109	3	3
325	Omri Gillath	2	108	16	22
325	Jake Olivier	6	108	20	27
325	Rotem Abdu	1	108	8	7
325	Robert B Noland	2	108	27	29
325	Nicolas Benguigui	1	108	19	14
330	Erwin R Boer	1	107	16	23
331	Gary W Evans	1	106	41	39
331	Graham Currie	3	106	19	20
331	Afsaneh Bjorvatn	1	106	6	6
331	Anja Beuster	1	106	6	6
331	Roland Brémond	5	106	9	13
331	Richard E Wener	1	106	8	13
337	Evangelos Paschalidis	3	104	5	5
337	Alan H S Chan	4	104	32	19
337	Xiaomeng Li	3	104	7	7
340	Pieter Vansteenkiste	4	103	12	12
340	Yesim Uzumcuoglu	9	103	4	4
340	Jaeyoung Lee	3	103	18	17
340	Linus Zeuwts	4	103	6	7
340	Matthieu Lenoir	4	103	20	28
340	Greet Cardon	4	103	29	35
340	Pınar Bıçaksız	4	103	4	4
340	Michelle Fraser	1	103	5	3
348	Andreas Keinath	2	102	5	5
348	Yulan Liang	1	102	18	19
350	Maria Aymerich	1	101	10	5
350	Christoph Bernhard	2	101	12	7
350	Michael G Lenné	3	101	17	18
353	Milad Mehdizadeh	4	100	11	10
353	Jork C J Stapel	2	100	6	6
353	Chris Armitage	1	100	38	20
356	Duy Quy Nguyen-Phuoc	3	98	12	12
356	Chengcheng Xu	2	98	25	20
358	Stefanie M Faas	1	97	8	5
358	Sandra Mouta	1	97	10	7
360	Tarek A Sayed	3	96	17	15
361	Shawn Marshall	5	94	15	16
361	Jennifer L Campos	2	94	27	17
361	Bruce Haycock	2	94	12	6
361	Sangeun Jin	2	94	14	13
365	Lisa Dorn	3	93	10	17
365	Graham J Hole	3	93	11	11
365	Christopher R Cherry	4	93	14	16
365	Margreet Vogelzang	1	93	12	4
365	Nishant Mukund Pawar	5	93	4	4
370	Mioara Cristea	2	92	8	8
370	Jonny Kuo	2	92	15	9
372	Annika Fl Larsson	1	91	5	9
372	William J Horrey	2	91	18	20
374	Chris De Gruyter	2	90	16	13
374	Joanna Charlotte Moody	2	90	8	8
374	Sungyop Kim	1	90	12	9
374	Jinhua Zhao	2	90	20	23
374	Jonas Bärgman	4	90	9	9
374	Joanna Moody	2	90	7	6
380	Lu Bai	3	89	10	11
380	Nick J Reed	2	89	16	17
380	W Van Winsum	1	89	8	9
383	Adoración Antolí	1	88	17	11
383	Yd Wong	4	88	31	33
383	Eric Tchouamou Njoya	1	88	14	12
383	Despina` Stavrinos	7	88	9	12
383	Javier Roca	4	88	11	12
383	Pei-Luen Patrick Rau	2	88	27	17
383	Zhiqiu Jiang	1	88	7	6
383	Andrew Mondschein	1	88	12	6
383	Elena Alyavina	1	88	2	2
392	Johannes Weyer	1	87	9	6
392	Jan Schlüter	1	87	1	1
394	Atiyeh Vaezipour	3	86	7	7
394	Kathrin Hilgarter	1	86	3	3
394	Stefan Brandenburg	5	86	10	10
397	Tim Schwanen	1	85	20	19
397	Gianni Rondinella	1	85	3	3
397	Juan A Moriano	1	85	17	13
397	David Lois	1	85	8	6
397	Jochen Müsseler	2	85	28	21
402	Marco De Angelis	3	84	12	14
402	Gabriele Prati	3	84	25	30
402	Geertje Schuitema	1	84	17	17
402	Luca Pietrantoni	3	84	26	32
402	Chris G Sibley	3	84	31	33
402	Charles W Fox	2	84	9	10
402	Ellen Matthies	2	84	14	14
402	David G Kidd	4	84	9	9
410	Alexa Delbosc	3	83	9	10
410	Kai Epstude	1	83	17	18
410	Chouki Sentouh	3	83	17	17
410	Hans-Rüdiger Pfister	2	83	11	10
414	Patricia L. Mokhtarian	2	82	23	35
414	Mark C Schall	1	82	17	15
414	Alim Nayum	1	82	8	9
414	Shaun P Vecera	1	82	26	21
414	Daniel Oberfeld	1	82	28	22
414	Sandra Mandic	4	82	11	14
414	Michelle L Rusch	1	82	13	12
421	Jordan Navarro	3	81	24	22
421	Catherine Gabaude	4	81	12	11
421	Harry J P Timmermans	2	81	30	35
421	Chaozhong Wu	2	81	10	8
421	Guozhen Zhao	1	81	26	20
421	Goda Perlaviciute	1	81	17	13
427	Elizabeth Rendon-Velez	1	80	6	3
427	Mohammed Hossny	1	80	28	15
427	Khaled Saleh	1	80	14	8
427	Julie Iskander	1	80	15	7
427	Houshyar Asadi	1	80	25	22
427	Franck Mars	4	80	14	17
427	Mohamed Attia	1	80	8	6
427	Darius Nahavandi	1	80	13	8
427	Ahmed Abobakr	1	80	9	6
427	Afshin Shariat Mohaymany	2	80	20	18
427	Behrang Keshavarz	1	80	32	19
427	Vanessa Beanland	6	80	13	14
427	Rachel Osborne	2	80	8	6
427	Julia Offermann-van Heek	1	80	29	7
427	Roland Scholz	1	80	41	42
427	Rebecca Q Ivers	2	80	24	24
427	Chee Peng Lim	1	80	52	35
427	Shady Mohamed	1	80	24	21
446	Aurélie Dommes	3	79	8	12
446	William Riggs	2	79	9	9
446	Khaled Shaaban	1	79	24	14
446	Ian Walker	3	79	21	25
446	David L Strayer	3	79	28	37
446	Miguel A Perez	1	79	20	15
446	Deepti Muley	1	79	7	6
446	Katja Schleinitz	2	79	6	4
454	Lijun Sun	1	78	37	29
454	Ying Yang	1	78	17	11
454	Kyra Hamilton	1	78	31	29
454	Reinhard Hössinger	2	78	9	8
454	Patricia R Delucia	3	78	18	18
454	Martin S Hagger	1	78	41	45
454	Kun Gao	1	78	15	10
454	Amy E Peden	1	78	13	11
454	Oren Musicant	5	78	12	11
454	Nd Mohd Mahudin	1	78	4	4
454	Xiao-Bo Qu	1	78	33	33
454	Jacob J Keech	1	78	12	16
454	Mariaelena Tagliabue	5	78	12	19
454	Jenni E Radun	7	78	8	8
469	Mohsen Fallah Zavareh	4	77	8	8
469	Larocca, A P C	5	77	7	5
469	Moataz Mohamed	1	77	14	12
469	Steven W Savage	2	77	11	7
469	Aslak Fyhri	4	77	13	26
469	Ana Paula C Larocca	5	77	5	5
475	Lyndel Bates	6	76	10	10
475	Subasish Das	3	76	11	11
475	Francesco Bella	4	76	12	14
475	Başar Demir	3	76	3	3
475	Ben Lewis-Evans	2	76	8	8
480	Brian K Smith	1	75	25	13
480	Bart Jelijs	4	75	3	3
480	Grigore M Havârneanu	4	75	8	10
480	Weng-Tink Chooi	1	75	12	15
480	Nathaniel S Marshall	2	75	22	21
480	Thomas Hummel	1	75	1	1
480	Aamir Saeed Malik	1	75	44	32
480	Tobias Vogelpohl	1	75	15	15
480	Reuben F Burch	1	75	27	9
480	Hossam Almahasneh	1	75	1	1
490	Niki Harre	3	74	13	23
490	David L Uzzell	2	74	22	23
490	Wei Hao	2	74	17	19
490	Joonwoo Son	1	74	9	11
490	Shuo Li	3	74	4	4
490	Digvijay S Pawar	3	74	8	7
490	Amy Weihong Guo	3	74	7	7
490	Solmaz Razmi Rad	2	74	5	5
490	Frank P Mckenna	4	74	10	13
499	Ipek Nese Sener	1	73	17	13
499	Ghazaleh Azimi	1	73	8	8
499	Nengchao Lyu	2	73	17	11
499	Johanna Zmud	1	73	4	6
499	Toshiyuki Yamamoto	1	73	37	24
499	Xia Jin	1	73	11	11
499	Ankit Kumar Yadav	2	73	8	8
506	Rushdi Alsaleh	2	72	7	6
506	Laurence Paire-Ficout	2	72	11	10
506	Alexandra Gheorghiu	2	72	5	6
509	Sol Hee Yoon	1	71	14	13
509	Yong Gu Ji	1	71	21	17
509	Khaled Rahmani	1	71	21	10
509	Seyed Saeed Hashemi Nazari	1	71	17	14
509	Simon Parkinson	1	71	16	11
509	Fred L Mannering	1	71	21	21
509	Susan L Handy	3	71	21	34
509	Paulo Rui Anciaes	2	71	9	6
509	Shlomo Bekhor	3	71	17	23
509	Prasannah Prabhakharan	3	71	6	6
509	Jan C Zoellick	2	71	6	6
520	Juan de Oña	1	70	27	21
520	Karl K K Wiener	1	70	13	6
520	Jeffery A Dusek	1	70	30	34
520	David C Schwebel	4	70	28	33
520	Rocio de Oña	1	70	20	20
520	Soufiane Boufous	2	70	17	17
520	Kakan Dey	2	70	9	9
520	Finbarr Murphy	2	70	36	29
520	Daniel Schindel	1	70	6	2
520	Yannick Forster	2	70	11	14
520	Anja Katharina Huemer	5	70	8	8
531	Mikael Johansson	2	69	10	11
531	Benjamin K Barton	2	69	13	13
531	Helena K Strömberg	2	69	12	10
531	Elisabetta Cherchi	2	69	19	19
531	Rafał Jurecki	1	69	15	12
531	Lars-Ola Bligård	2	69	12	11
531	Fredrick Ekman	2	69	6	9
531	Benjamin Hazen	1	69	21	23
539	Rod S Barrett	1	68	45	39
539	Shengwu Xiong	1	68	34	20
539	Benjamin W Tatler	1	68	22	20
539	Xiaohua Zhao	2	68	23	18
539	Veerle Ross	4	68	7	9
539	Catriona Havard	1	68	20	11
539	A Ian Glendon	3	68	10	22
539	Alexandra Willis	1	68	8	5
539	Roni Factor	2	68	9	9
539	Xiangzhen Kong	1	68	10	4
539	Daniel Heikoop	2	68	9	16
539	Haijian Li	2	68	24	19
539	Daniel V Mcgehee	1	68	18	16
539	Daniel D Heikoop	2	68	8	8
554	Arlie Adkins	1	67	6	5
554	Toshihisa Sato	3	67	7	6
554	Yuche Chen	1	67	12	10
554	Orna B Baron-Epel	4	67	14	17
554	Tara Goddard	1	67	9	6
554	Michel Bédard	4	67	18	28
554	Kimberly Barsamian Kahn	1	67	12	10
554	Ge Zhu	1	67	4	4
562	Virginia Martínez-Ruiz	2	66	11	9
562	Zhibin Li	1	66	25	22
562	Ilse M Harms	2	66	7	7
562	David W Eby	2	66	24	21
562	Víctor Marín Puchades	2	66	22	21
562	Debargha Dey	1	66	5	5
562	Raphael Grzebieta	3	66	20	17
562	Yao Wu	1	66	16	10
562	Phui Cheng Lim	2	66	3	3
562	Susanne Iwarsson	2	66	22	25
562	Yanyong Guo	1	66	21	14
573	Chun-Hua Hsiao	1	65	15	11
573	Jaime Sanmartin	2	65	10	9
573	Isti Hidayati	1	65	5	4
573	Tan, W	1	65	6	5
573	Erez kita	1	65	6	3
573	Gil Luria	1	65	29	17
573	Kirti Mahajan	2	65	7	7
573	Christine Chauvin	1	65	14	17
573	Wendy Tan	1	65	5	4
582	Silvio Nocera	1	64	26	14
582	Shalini Rankavat	1	64	4	4
582	Socrates Basbas	2	64	25	16
582	Zahra Tabibi	2	64	9	9
582	Patricia M Brown	2	64	11	8
582	Pedro Huertas-Leyva	2	64	5	4
582	Ioannis Politis	2	64	8	7
582	Carlos Eduardo Pimentel	2	64	3	3
582	Amanda George	2	64	10	9
582	Federico Cavallaro	1	64	18	13
582	Nn Sze	2	64	8	7
582	Amanda M George	2	64	9	9
594	Chunshi Guo	2	63	5	5
594	Niamh Murtagh	1	63	9	12
594	Roja Ezzati Amini	1	63	4	4
594	Sangwon Lee	1	63	14	13
594	Taehyun Ha	1	63	17	10
594	Max Donath	3	63	6	5
600	Riccardo Rossi	3	62	21	29
600	Gil Tal	2	62	12	14
600	Roeline Kuijer	2	62	5	9
600	Pnina Gershon	1	62	8	7
600	Joanne M Wood	4	62	25	33
600	Simon Kingham	2	62	21	23
606	Marco Steinhauser	3	61	21	23
606	Edna Schechtman	3	61	27	40
606	Antoni B Moore	3	61	13	15
606	Shunsuke Managi	1	61	49	40
606	Dorina Pojani	1	61	20	18
606	Hidemichi Fujii	1	61	27	23
606	Elona Pojani	1	61	3	3
613	Christian Heinrich	1	60	1	1
613	Marco Bassani	3	60	16	15
613	Johanna Wörle	3	60	4	7
616	Igor Areh	1	59	7	3
616	Darja Topolšek	1	59	11	6
616	Kerrianne Watt	2	59	15	15
616	Nancy D Rhodes	2	59	11	14
616	Mahsa Esmaeilikia	2	59	2	2
616	Roger Woodman	2	59	7	11
616	Tina Cvahte Ojsteršek	1	59	10	6
616	Farhana Naznin	2	59	6	6
624	Scott Hardman	1	58	12	12
624	Mikkel Thorhauge	1	58	9	10
624	Aurenice Cruz Figueira	4	58	3	3
624	Susann	2	58	3	3
624	Farshidreza Haghighi	2	58	5	7
624	Abbas Sheykhfard	2	58	5	7
624	Jinghui Yuan	2	58	12	12
624	Bilal Farooq	2	58	13	10
624	Bojan Marić	1	58	4	4
633	Eva Heinen	2	57	15	20
633	Lana M Trick	3	57	15	19
633	Jasper S Wijnands	2	57	11	9
633	Rich C Mcilroy	3	57	12	15
633	Mark Stevenson	2	57	35	36
633	Jason Thompson	2	57	13	14
633	Richard Romano	2	57	11	9
633	Katharina Wiedemann	1	57	17	16
641	Akhilesh Kumar	1	56	16	13
641	Gregory O Thomas	2	56	5	9
641	Maryam Zahabi	3	56	18	19
641	Enrique García Bengoechea	2	56	16	11
641	Dwight Hennessy	3	56	4	8
641	Trent Victor	2	56	13	20
647	Michele Settanni	1	55	26	26
647	Giulio Vidotto	1	55	31	28
647	Davide Marengo	1	55	26	23
650	Chaozhong	1	54	14	14
650	Mohamed Ahmed	2	54	14	13
650	Kristen Pammer	4	54	18	27
650	Jose Manuel Tomas	1	54	36	34
650	Debbie Hopkins	2	54	19	24
650	Pascal Antoine	1	54	36	30
650	Amin Mirza Boroujerdian	2	54	11	6
650	Brian M Kleiner	1	54	22	20
658	Aneta M Przepiorka	3	53	18	27
658	Michał Czepkiewicz	1	53	12	16
658	Érika Martins Silva Ramos	1	53	6	6
658	Sayyed M Haybatollahi	1	53	10	10
658	Eric Jamet	1	53	27	18
658	Tiina Laatikainen	1	53	17	16
658	Marketta Kytta	1	53	25	23
658	Jonas Nässén	1	53	20	24
658	Marica Cassarino	1	53	20	15
658	ASHISH VERMA	1	53	12	8
658	David Issa Mattos	1	53	15	8
658	Nicholas J Ward	5	53	12	17
658	Hongtai Yang	1	53	24	19
658	Luca Crociani	1	53	14	12
658	Stefania Bandini	1	53	21	16
658	Huarong Wang	2	53	5	3
658	Giuseppe Vizzari	1	53	21	17
658	Andrea Gorrini	1	53	20	8
658	Andrew Hill Llb, Ba	4	53	12	19
658	Peter Barraclough	2	53	1	1
658	Manoj Malayath	1	53	13	8
658	Huei-Yen Winnie Chen	1	53	17	9
658	Penghui Li	3	53	6	8
658	Sylvain Gagnon	2	53	25	22
658	Liberty Hoekstra-Atwood	1	53	8	7
683	Michael Rettenmaier	2	52	8	8
683	Sonja Schneider	2	52	7	7
685	Jose Vallejo	2	51	6	5
685	Yuji Takeda	3	51	21	23
685	Massimiliano Gastaldi	2	51	14	18
685	Ganesh M Babulal	2	51	19	17
685	Jeremy D Davey	3	51	9	12
685	Yao-Jan Wu	2	51	16	22
685	Jianming	1	51	6	6
685	Wenxiang Xu	1	51	13	11
685	Stephane Hess	2	51	26	30
685	Jonathon M Vivoda	2	51	10	10
685	Alberto Megías	5	51	14	23
685	Alvaro Rodriguez-Valencia	2	51	9	8
685	Roger Bennett	1	51	22	20
685	Camille Kamga	1	51	13	12
685	Xianfeng Yang	1	51	20	11
685	Lutz Jäncke	1	51	44	46
685	Rita Kottasz	1	51	8	6
685	Rohini Vijaygopal	1	51	6	6
685	Adel Mazloumi	1	51	16	12
685	Mike Martin	1	51	32	32
685	Jose Agustin Vallejo-Borda	2	51	5	5
706	S N Lo	1	50	38	33
706	Jinuk Hwang	2	50	6	6
706	Adam Tarnowski	1	50	21	11
706	Gopal R Patil	2	50	14	18
706	Alessandro Calvi	3	50	10	16
706	Emma L Harbeck	2	50	5	8
706	Tomasz Kaminski	1	50	17	12
706	Liz de Rome	1	50	12	8
706	Mehdi Ghatee	1	50	28	20
706	Qing Cai	2	50	13	13
706	Xingda Qu	2	50	38	37
706	Natalie Watson-Brown	5	50	7	7
706	Mikołaj Kruszewski	1	50	4	3
719	Timo M Törmäkangas	1	49	23	21
719	Mounir Belloumi	1	49	8	10
719	G W Matthias Rauterberg	1	49	48	26
719	Juffrizal Bin Karjanto	1	49	10	6
719	Chao Wang	1	49	4	4
719	Seth LaJeunesse	1	49	8	2
719	Henry Montgomery	2	49	17	17
719	Frank Delbressine	1	49	1	1
719	Sébastien Lord	2	49	10	11
728	Marion Sinclair	2	48	3	2
728	Xuxin Zhang	2	48	8	6
728	Simon S Smith	2	48	25	28
728	Fabian Pütz	1	48	1	1
728	Joshua Auld	2	48	8	9
728	Jonathan de Bruin	1	48	4	6
728	Amir Reza Mamdoohi	3	48	10	9
728	Martina Felicitas Baumann	1	48	4	4
728	Hao Xu	1	48	33	23
728	Damian Poulter	1	48	12	14
728	Martin Cunneen	1	48	9	7
740	Oliver Tucha	1	47	47	45
740	Laura M Stough	1	47	19	16
740	Berry Eggen	1	47	16	10
740	Agata Błachnio	2	47	23	30
740	Maria Rita Mr Ciceri	2	47	20	19
740	Francesco Walker	1	47	6	6
740	Giovanni Savino	3	47	11	11
740	Michael Meschik	1	47	1	1
740	Willem B Verwey	1	47	37	32
740	Sherrilene Classen	4	47	15	19
750	Yuanyuan Liu	1	46	9	11
750	Vic Siskind	1	46	6	6
750	Soora Rasouli	1	46	18	19
750	Changxi	2	46	24	19
750	Yanan Gao	1	46	9	4
750	Gordon S Smith	1	46	25	24
750	Pere J Ferrando	1	46	25	22
750	Manuel Silvestri	1	46	13	13
750	Tiantian Chen	2	46	6	6
750	Yingling Fan	2	46	18	29
750	Corinne Brusque	2	46	6	8
750	An-Magritt Kummeneje	1	46	6	6
762	Duanfeng Chu	1	45	15	10
762	Talitha C Ford	1	45	21	19
762	Luke A Downey	1	45	32	35
762	Teron Nguyen	1	45	17	11
762	Fokie Cnossen	1	45	26	23
762	Diep Ngoc Su	1	45	11	12
762	Jun-Fang Tian	1	45	26	17
762	Daniel R Mestre	1	45	33	31
762	João Filipe Teixeira	1	45	5	5
762	Jorge Juan Gil	1	45	19	14
762	Martin Treiber	1	45	22	20
762	Zejian Deng	1	45	9	8
762	Mahmoud Mesbah	2	45	17	14
762	Con Stough	1	45	43	48
762	Reinoud J Bootsma	1	45	33	32
762	Christophe Jallais	4	45	13	18
762	Amie C Hayley	1	45	20	17
762	Knut Inge Fostervold	2	45	9	9
762	Ha Anh Nguyen	1	45	3	4
762	Felipe Jimenez	2	45	23	22
762	Iñaki Diaz	1	45	21	9
762	Luis Picado Santos	1	45	21	19
762	Miguel A Figliozzi	1	45	19	17
762	Cecilia Silva	1	45	11	9
762	Trudy Ledsham	1	45	8	6
762	Klaus Bengler	1	45	29	22
762	Sally Stares	1	45	3	3
762	Maytheewat Aramrattana	2	45	6	6
762	Chris Tennant	1	45	4	3
762	Sophie Lemonnier	2	45	1	1
762	Sıla Demir	2	45	1	1
762	Duy Q Nguyen-Phuoc	1	45	12	11
795	Dirk De-Beer	1	44	44	46
795	Anthony J Lambert	1	44	20	21
795	Johan W Joubert	1	44	25	23
795	Ilja Nastjuk	2	44	5	8
795	Carina Fors	1	44	14	19
795	Federico Cuppi	1	44	8	4
795	Matthias N Sweet	1	44	9	10
795	Federico Orsini	3	44	5	5
795	Nico De Koker	1	44	20	16
795	Seungmoon Choi	1	44	22	18
795	Ali Shamshiripour	1	44	9	12
795	Ehsan Rahimi	1	44	22	21
795	Sabyasachee Mishra	3	44	15	23
795	Otto Lappi	1	44	24	23
795	Ehsan Rahimi	1	44	8	10
795	Alexander Y Bigazzi	3	44	11	13
795	Abolfazl Mohammadian	1	44	23	19
795	Jaemin Chun	1	44	5	5
813	Motoyuki Akamatsu	2	43	9	12
813	Florian G Kaiser	1	43	19	21
813	Dianchen Zhu	1	43	7	7
813	Oliver Taube	1	43	8	8
813	Xueqin Wang	1	43	27	24
813	Markus Huff	2	43	24	23
813	Gilbert C Gee	1	43	29	28
813	Catherine Potard	1	43	15	6
813	Robert Courtois	1	43	16	14
813	David Rodwell	4	43	3	5
813	Cinzia Cirillo	2	43	26	26
813	Melissa Sherfinski	1	43	9	5
813	Ali Mashhadi	1	43	16	8
813	Sina Sahebi	3	43	6	6
813	Adam Galpin	1	43	13	15
813	Stephen H Fairclough	1	43	35	29
813	Kum Fai Yuen	1	43	34	31
813	Max Vetter	1	43	5	9
813	Yan Song	1	43	19	25
813	Yiik Diew Wong	1	43	24	31
833	Jing Zhao	1	42	57	57
833	Jason R D Edwards	1	42	5	3
833	Carl Pankok Jr	1	42	17	9
833	bhadradri Kadali	1	42	10	11
833	Shan Bao	1	42	20	15
833	Michael Machin	1	42	17	19
833	Brian J Zikmund-Fisher	1	42	46	35
833	Jairus Odawa Malenje	1	42	3	6
833	Tamar Ben-Bassat	1	42	12	15
833	Martina Ziefle	1	42	45	40
833	Kiron Chatterjee	1	42	11	10
833	Ross Blackman	2	42	7	8
833	Auksė Endriulaitienė	2	42	12	12
833	Yi-Ching Lee	3	42	17	19
833	Lee Skrypchuk	2	42	14	20
833	Guangquan Lu	2	42	14	15
833	Jing Zhao	1	42	27	20
833	Teresa Brell	1	42	14	12
833	Laura Šeibokaitė	2	42	8	8
833	Erel Avineri	1	42	18	24
833	Anae Sobhani	1	42	4	7
854	Brett R C Molesworth	4	41	16	16
854	Sui Tao	1	41	9	15
854	Sylvia Y He	1	41	14	16
854	Andrei C Holman	1	41	17	12
854	René Reinhard	2	41	7	9
854	Shubham Agrawal	3	41	7	7
854	Aliaksei Laureshyn	2	41	8	8
854	Yaqi Liu	2	41	11	7
854	Srinivas Peeta	3	41	23	28
854	Anna L Devlin	2	41	8	13
854	Caroline Pigeon	1	41	6	5
854	Cole D Fitzpatrick	3	41	9	9
854	Oleksandra Molloy	4	41	4	4
854	Sze Chun Wong	2	41	43	44
854	Amin Mohamadi Hezaveh	3	41	7	7
854	Aline Alauzet	1	41	8	9
854	Brett Scholz	1	41	16	11
854	Sc Wong	2	41	26	27
874	Justin M Owens	1	40	4	7
874	Robert Gennaro Sposato	1	40	7	9
874	Andrew Paul Morris	2	40	11	12
874	Ingo	1	40	7	6
874	Huanmei Qin	1	40	12	6
874	Zachary Doerzaph	2	40	7	6
874	Maya Abou-Zeid	2	40	14	18
874	Fiona Fylan	3	40	13	14
874	Paolo Intini	1	40	13	12
874	Frederic Merienne	2	40	17	14
874	Jonathan F Antin	1	40	8	11
874	Pasquale Colonna	1	40	13	12
886	X Jessie Yang	1	39	30	31
886	Feng Zhou	1	39	44	44
886	Emily B Falk	1	39	26	28
886	Matthew David Higgins	1	39	25	17
886	Evelyn Vingilis	4	39	14	23
886	Francisco Serradilla Garcia	1	39	29	14
886	Patricia L Obst	1	39	22	19
886	Irma Chacón	2	39	23	21
886	Jagannath Mohan	1	39	19	14
886	Edgar Talavera Muñoz	1	39	13	10
886	Szu-Yu Kuo	1	39	10	10
886	Alberto Díaz-Álvarez	1	39	21	20
886	Maja Fischer	1	39	10	5
886	Wang Xiang	1	39	5	6
886	Jinxian Weng	1	39	25	23
886	Shi Cao	2	39	16	17
886	Kostas Mouratidis	1	39	14	22
886	Bruce G Simons-Morton	1	39	43	44
886	Miguel Clavijo	1	39	16	6
886	Chin-Shan Lu	1	39	18	27
886	Xiqun Chen	2	39	17	19
886	Walter Talamonti	1	39	12	10
886	Paul Goodman	2	39	4	5
886	Marie Claude Ouimet	1	39	21	25
886	Ernst Roidl	1	39	3	6
886	Simon Edwards	2	39	4	4
886	Robert Ac Ruiter	2	39	17	18
916	Jose J. Jimenez-Moleon	1	38	34	33
916	Gary Burnett	2	38	18	19
916	Carmen Amezcua-Prieto	1	38	19	18
916	Gerjo Kok	1	38	41	37
916	Makoto Itoh	1	38	20	19
916	Simona A Popusoi	2	38	5	7
916	Martine Hours	1	38	17	16
916	Eladio Jiménez-Mejías	1	38	13	10
916	Gila Albert	1	38	12	11
916	P Chillón	2	38	21	25
916	Pedro Garcia-Fernandez	2	38	14	18
916	Panagiotis Papantoniou	3	38	7	7
916	Gaye Solmazer	2	38	4	4
916	David Large	2	38	13	13
930	Juan Lupiáñez	1	37	43	40
930	Harry Lahrmann	1	37	2	2
930	Abu Sadat Nurullah	1	37	2	2
930	Bas de Geus	3	37	14	22
930	Arthur A Stone	1	37	35	42
930	Andy S K Cheng, Mphil	2	37	19	25
930	Cyriel Diels	1	37	19	16
930	Hiroyuki Sakai	1	37	19	13
930	Tanja Kidholm Osmann Madsen	1	37	10	8
930	Anna Maria Giannini	2	37	30	26
930	Jelte E Bos	1	37	14	20
930	Hoe C Lee	3	37	17	20
930	Federico Fraboni	2	37	11	14
930	Charles Ba Musselwhite	2	37	12	14
930	Sigal Kaplan	2	37	14	13
930	Konstantina Gkritza	1	37	26	17
930	Bor-Shong Liu	1	37	10	10
930	Norihiro Sadato	1	37	29	27
930	Ding Luo	1	37	7	7
930	Bettina Abendroth	2	37	6	6
930	Kazutoshi Ebe	1	37	18	16
951	Ryan N Fries	1	36	14	8
951	Xinping Yan	1	36	45	52
951	Sakineh Varmazyar	1	36	11	7
951	Sila Demir	2	36	3	1
951	Stephan Getzmann	1	36	25	26
951	Jianping Wu	1	36	24	22
951	Brian Caulfield	2	36	48	55
951	Jean-Michel Boucheix	2	36	20	19
951	Hamidreza Mokarami	1	36	16	12
951	Hallvard Gjerde	1	36	27	25
951	Yao Xiao	1	36	4	4
951	Edmund Wascher	1	36	36	34
951	Brian Caulfield	2	36	35	42
951	Elsa Peña-Suárez	2	36	9	10
951	Yori Gidron	2	36	24	29
951	Michael Falkenstein	1	36	40	42
967	Bilgesu Kaçan	3	35	5	5
967	Qingguo Bai	1	35	20	16
967	Muhammad Marizwan Abdul Manan	2	35	5	5
967	Rachel Aldred	1	35	17	18
967	John C Spence	1	35	36	34
967	Anna Goodman	1	35	30	36
967	Jonas Jansson	1	35	11	7
967	Arne Nåbo	1	35	5	5
967	Paul H P Hanel	1	35	19	23
967	Anton Pashkevich	3	35	7	6
967	David M. Levinson	2	35	30	36
967	Kitae Jang	1	35	17	13
967	Jooyoung Lee	1	35	10	6
967	Özlem Ersan	3	35	3	3
967	Renan P Monteiro	1	35	8	8
967	Christoph Strauch	1	35	23	15
967	Jillian Dorrian	1	35	39	39
967	Yingyu Zhang	1	35	9	13
967	Lina Kattan	1	35	27	23
967	Derya Azık	3	35	5	5
967	Eyal Peer	1	35	8	10
967	Ksenia A Shubenkova	3	35	7	8
967	Kirsten Coppell	1	35	12	10
967	Valdiney V Gouveia	1	35	16	17
967	Greg D Roach	1	35	35	30
967	Gabriel Lins de Holanda Coelho	1	35	15	14
967	Tony Larsson	1	35	7	5
967	Anke Huckauf	1	35	27	18
967	Alexandre G De Barros	1	35	13	15
967	Gizem Fındık	3	35	3	3
997	Geert J P Savelsbergh	2	34	32	35
997	Omer Van den Bergh	1	34	43	43
997	Rhonda K Young	1	34	13	11
997	Jessica Hafetz Mirman	3	34	7	5

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