Index to Participants · Index to Participants Abate, Girum (gabate@creates.au.dk): 181 Abrahams,...

Index to Participants Abate, Girum (gabate@creates.au.dk): 181 Abrahams, Alexei Sisulu (alexei_abrahams@brown.edu): 40 , 116 Abreu Faro e Mota, Nuno (nabreufa@syr.edu): 36 Abutalebpur, Ali (aabutal1@mix.wvu.edu): 195 Acs, Zoltan J (zacs@gmu.edu): 122 , 141 , 162 , 179 , 196 Adalja, Aaron (aadalja@umd.edu): 163 Adams, Matthew D (adamsmd@mcmaster.ca): 176 Ahlfeldt, Gabriel M (g.ahlfeldt@lse.ac.uk): 183 Ahn, Tae-Hyuk (ahnt@ornl.gov): 186 Ahrend, Rudiger (Rudiger.AHREND@oecd.org): 153 Akamatsu, Takashi (email not available): 21 Akhmedjonov, Alisher (aakhmedjonov@ipaglobal.com): 61 Akune, Yuko (yakune@reitaku-u.ac.jp): 10 , 31 Albouy, David Yves (albouy@illinois.edu): 127 Albrecht, Don (don.albrecht@usu.edu): 17 , 45 Albrecht, Scott (sbrick@umd.edu): 17 Alexander, Eliot C (eliot.c.alexander@gmail.com): 76 Aliprantis, Dionissi (dionissi.aliprantis@clev.frb.org): 68 alivon, Fanny (fanny.alivon@u-bourgogne.fr): 8 Allan, Grant J (grant.j.allan@strath.ac.uk): 34 Allen, Jonnell (jdallen@maxwell.syr.edu): 111 Almeida, Eduardo Simoes de (edualmei@gmail.com): 151 Almeida, Renan Pereira (renanp.almeida@gmail.com): 154 Alonso-Villar, Olga (ovillar@uvigo.es): 133 Alvarez Pinilla, Antonio (alvarez@uniovi.es): 60 Alvarez, Inmaculada Concepción (inmaculada.alvarez@uam.es): 54 Alvarez-Martinez, Maria Teresa (maria.alvarez@ec.europa.eu): 135 , 157 Alves, Denisard C (dcoalves@gmail.com): 6 , 51 , 81 Amaral, Pedro (pedrovma@gmail.com): 10 Amaral, Pedro (pedro.amaral@asu.edu): 19 , 154 Ambrose, Brent (email not available): 28 Amiel, Lindsay (lnamiel@wisc.edu): 192 Ana, Vinuela (avinuela@uniovi.es): 111 Anantsuksomsri, Sutee (sutee@aoni.waseda.jp): 91 Anderson, Bill (bander@uwindsor.ca): 63 Anderson, John (janderson4@unl.edu): 85 Anderson, Richard J (richard.anderson@imperial.ac.uk): 118 Andersson, Martin (martin.andersson@circle.lu.se): 144 Ando, Amy (amyando@illinois.edu): 33 Ando, Asao (ando@m.tohoku.ac.jp): 140 Andrade, Mônica Viegas (mviegas123@gmail.com): 5 ANDRES ROSALES, ROLDAN (roldandres@apolo.acatlan.unam.mx): 35 Angioloni, Simone (sangiol@uga.edu): 105 , 123 Anselin, Luc (luc.anselin@asu.edu): 19 , 120 Anshory Zen, Fauziah S (fauziah.zen@eria.org): 39 , 80 Araujo, Veneziano (venezianoa@gmail.com): 77

Arbia, Giuseppe (giuseppe.arbia@rm.unicatt.it): 125 , 145 , 165 , 181 , 197 Archibong, Belinda (ba2207@columbia.edu): 9 , 145 Aroca, Patricio (patricio.aroca@uai.cl): 60 , 95 Arosemena , Antonio José Avendaño (antonio.avendano@usa.edu.com): 78 Arribas-Bel, Daniel (d.arribas-bel@bham.ac.uk): 19 , 83 , 102 , 120 , 139 Asarta, Carlos (casarta@udel.edu): 105 Ashraf, Ather (atherashraf@gmail.com): 75 Asquith, Brian J (basquith@uci.edu): 156 Assmann, Dirk (dirk.assmann@wiwi.uni-regensburg.de): 53 Assunção, Juliano (juliano@econ.puc-rio.br): 51 Atkin, David (email not available): 167 Atuesta, Laura H (laura.atuesta@cide.edu): 76 Autant-Bernard, Corinne (corinne.autant@univ-st-etienne.fr): 79 Avidan, Idan (iavidan@bgu.ac.il): 44 Avner, Paolo (avner@centre-cired.fr): 187 Awuku-Budu, Christian (Chistian.Awuku-Budu@bea.gov): 41 Backman, Mikaela (mikaela.backman@ihh.hj.se): 20 Backman, Mikaela (mikaela.backman@jibs.hj.se): 162 Bae, Chang-Hee Christine (cbae@uw.edu): 176 Bae, Jean (jean.bae@nyu.edu): 172 Bagchi-Sen, Sharmistha (geosbs@buffalo.edu): 187 Bakens, Jessie (j.bakens@vu.nl): 102 Bao, Shuming (sbao@umich.edu): 19 Barata, Eduardo (ebarata@fe.uc.pt): 56 , 157 Bartholomae, Florian W. (florian.bartholomae@unibw.de): 32 , 74 Barzin, Samira (s.barzin12@imperial.ac.uk): 156 Bassett, jeff (jbassett.2@gmail.com): 92 Bastos, Suzana Quinet (quinet.bastos@ufjf.edu.br): 81 Batabyal, Amit (aabgsh@rit.edu): 77 , 137 , 191 Batey, Peter (pwjbatey@liv.ac.uk): 111 Baude, Patrick (email not available): 48 Baum-Snow, Nathaniel (Nathaniel_Baum-Snow@brown.edu): 88 Bayer, Joshua (josh@joshuabayer.com): 142 Baylis, Kathy (baylis@illinois.edu): 31 , 40 , 145 Baypinar, Mete (mbbaypinar@gmail.com): 130 Bazzi, Samuel (email not available): 47 BEAUBRUN-DIANT, Kevin (kevin.beaubrun@dauphine.fr): 174 Beenstock, Michael (msbin@huji.ac.il): 98 Beheshtian, Arash (ab2348@cornell.edu): 80 Behrens, Christiaan L (c.l.behrens@vu.nl): 118 Behrens, Kristian (behrens.kristian@uqam.ca): 21 , 26 Beladi, Hamid (Hamid.Beladi@utsa.edu): 191 Bellman, Benjamin (benjamin_bellman@brown.edu): 32 Bender, Stefan (email not available): 22 Benedetti, Roberto (benedett@unich.it): 55 Beregovska, Tetyana Z (tbp54@mail.missouri.edu): 99 Berliant, Marcus (berliant@artsci.wustl.edu): 87 Berman, Danielle (Danielle.Berman@fns.usda.gov): 18 Bernedo, Maria (mbernedodelcarpio1@student.gsu.edu): 20 Betz, Mike (betz.40@osu.edu): 17 , 45 , 112 Beyers, William B. (beyers@u.washington.edu): 46

Bezin, Emeline (email not available): 128 Bidanset, Paul (pbidanset@gmail.com): 57 Biderman, Ciro (ciro.biderman@gmail.com): 54 Bieri, David (bieri@umich.edu): 123 Billé, Anna Gloria (ag.bille@unich.it): 55 Billings, Stephen B (sbillin2@uncc.edu): 48 Bills, Nelson (nlb4@cornell.edu): 31 Birkin, Mark (M.H.Birkin@leeds.ac.uk): 57 , 120 Bjerke, Lina (lina.bjerke@jibs.hj.se): 77 , 96 Blair, Peter Q (pqblair@gmail.com): 190 Blake, Christopher (cblake2@lamar.colostate.edu): 60 Blaudin de Thé, Camille (email not available): 49 Blehaut, Marianne (marianne.blehaut@ensae.fr): 154 Blien, Uwe (uwe.blien@iab.de): 115 , 132 Boarnet, Marlon (boarnet@price.usc.edu): 176 Bode, Eckhardt (eckhardt.bode@ifw-kiel.de): 188 Boe-Gibson, Geua (geuaboe@waikato.ac.nz): 104 Boitier, Vincent (vincent.boitier@gmail.com): 89 Bokhari, Ali Saeed (ali.bokhari@uqconnect.edu.au): 100 Bolton, Roger (Roger.E.Bolton@williams.edu): 105 Bondonio, Daniele (daniele.bondonio@sp.unipmn.it): 73 Bonet, Jaime Alfredo (jbonetmo@banrep.gov.co): 175 Bonilla, Leonardo (leonardobonilla84@gmail.com): 53 Boohaker, James (jbooh07@yahoo.com): 18 Borges, Junia Lucio de Castro (juniaborges@yahoo.com.br): 189 Borowiecki, Martin (martin.borowiecki.fl@ait.ac.at): 54 Bosker, Maarten (bosker@ese.eur.nl): 47 Boslett, Andrew (aboslet1@gmail.com): 65 Bosworth, Gary (gbosworth@lincoln.ac.uk): 194 Boualam, Brahim (brahim.boualam@unige.ch): 183 bouf, dominique Andre (dominique.bouf@let.ish-lyon.cnrs.fr): 186 Boyce, David (dboyce@uic.edu): 64 Bracke, Philippe (philippe.bracke@gmail.com): 131 Brakman, Steven (s.brakman@rug.nl): 38 Brasington, David (david.brasington@uc.edu): 93 Bringmann, Katja (katja.bringmann@uantwerpen.be): 35 Brinkman, Jeffrey Calhoon (calhoonbrinkman@gmail.com): 67 Britto, Gustavo (gustavo@cedeplar.ufmg.br): 5 Brixy, Udo (udo.brixy@iab.de): 72 Brooks, Leah (lfbrooks@gwu.edu): 168 Brown , W. Mark (Mark.Brown@statcan.gc.ca): 60 Brown, Jason (jason.brown@kc.frb.org): 65 , 85 Brown, Lathania Wendy-Kay (brown.4572@osu.edu): 193 Brown, Warren (warren.brown@cornell.edu): 111 Brueckner, Jan K (jkbrueck@uci.edu): 88 Brunelle, Cédric (cbrunelle@mun.ca): 121 Brunner, Eric (email not available): 48 Brunow, Stephan (stephan.brunow@iab.de): 130 Bryan, Jane (bryanj@cf.ac.uk): 170 Bucher, Anne (anne.bucher@unistra.fr): 168 Buettner, Thiess (thiess.buettner@fau.de): 137

Bunten, Devin (devinbunten@ucla.edu): 85 , 171 Burger, Martijn (mburger@ese.eur.nl): 155 , 193 Burkey, Mark (burkeym@ncat.edu): 95 , 134 Burnett, J. Wesley (Wesley.Burnett@mail.wvu.edu): 113 Burnquist, Heloisa L (hlburnqu@usp.br): 34 Burridge, Peter (peter.burridge@york.ac.uk): 125 burssens, junior (junior.burssens@ugent.be): 93 Busson, Henri (email not available): 89 Busson, Henri (henri.busson@univ-rennes1.fr): 89 Bykadorov, Igor (bykadorov.igor@mail.ru): 15 , 117 CABRAL, JOILSON ASSIS (cabraljoilson@gmail.com): 14 , 34 , 62 Caetano, Gregorio S (email not available): 146 , 184 Caetano, Gregorio S (gregorio.caetano@rochester.edu): 184 Cai, Di (stonechua@sina.com): 33 Calabrese, Thad (thad.calabrese@nyu.edu): 172 Camagni, Roberto (roberto.camagni@polimi.it): 20 Cameron, Michael P. (mcam@waikato.ac.nz): 104 Camp, Kevin (campk@purdue.edu): 78 Campbell, Maureen (maureencampbell@live.com): 63 Canavan, Shane (shane.canavan09@imperial.ac.uk): 118 Capello, Roberta (roberta.capello@polimi.it): 20 , 124 Caragliu, Andrea (andrea.caragliu@polimi.it): 20 , 101 , 124 Carbonaro, Gianni (email not available): 52 Cardoso, Debora Freire (dfreirecardoso@gmail.com): 5 Cardoso, Francisco (cardoso@nescon.medicina.ufmg.br): 10 Carrion-Flores, Carmen E (ccarrion@binghamton.edu): 62 Carroll, Daniel R (email not available): 68 Carroll, Michael C. (mcarrol@bgsu.edu): 138 Carvalho, Grazielle A (grazielleanjoo@gmail.com): 100 Carvalho, Pedro G (pguedes@ubi.pt): 195 Carvalho, Terciane Sabadini (tersabadini@gmail.com): 51 Casey, Marcus (mcasey@uic.edu): 48 Cavalcanti, Tiago V (email not available): 199 cerqua, augusto (augusto.cerqua@uniroma1.it): 172 Chakrabarti, Sandip (sandipch@usc.edu): 139 Champagne, Maurice (mchampagne41@gmail.com): 41 , 80 Chan, Raymond (email not available): 60 Chang, Kuming (kc346@cornell.edu): 156 Charlot, Sylvie (email not available): 148 Charnoz, Pauline (pauline.charnoz@gmail.com): 118 Chatterjee, Satyajit (email not available): 127 Chatterjee, Satyajit (chatterjee.satyajit@gmail.com): 127 Chein, Flavia (suquinet@powerline.com.br): 81 Chein, Flávia (ffchein@gmail.com): 51 , 74 Chen, Anping (anping.chen@hotmail.com): 39 CHEN, Ching-mu (chen2011@econ.tohoku.ac.jp): 15 Chen, Chun Hung (cchen9@gmu.edu): 58 Chen, Peter (chenxiangpeter@gmail.com): 112 Chen, Yong (yong.chen@oregonstate.edu): 58 , 73 Chen, Zhenhua (zchen7@gmu.edu): 76 , 120 , 175 Cheng, Fang Fang (email not available): 148

Cheng, Shaoming (scheng@fiu.edu): 162 Cherrier, Jennifer (jennifercherrier@gmail.com): 159 Cherubini, Luca (luca.cherubini@bancaditalia.it): 157 Cheshire, Paul Charles (email not available): 127 Chetty, Raj (chetty@fas.harvard.edu): 45 Chhatre, Ashwini (achhatre@illinois.edu): 31 Chimelli, Ariaster B. (chimeli@ohio.edu): 134 Cho, Clare Y (clare.y.cho@gmail.com): 13 Cho, Daeheon (daeheon2@snu.ac.kr): 103 Cho, Jae Beum (jc2664@cornell.edu): 116 Chun, Yongwan (ywchun@utdallas.edu): 9 , 40 Chung, Sungyup (email not available): 69 Chung, Sungyup (schung18@illinois.edu): 69 Church, Rick (church@geog.ucsb.edu): 58 , 84 , 121 Cioffi-Revilla, Claudio (ccioffi@gmu.edu): 92 Clapp, Christopher Marshall (email not available): 109 Clapp, John M (John.Clapp@business.uconn.edu): 160 , 181 Clark, Jill (clark.1099@osu.edu): 112 Clarke, Graham P (G.P.Clarke@leeds.ac.uk): 44 , 57 Clauretie, Terrence M (mike.clauretie@unlv.edu): 119 Clay, Karen (kclay@andrew.cmu.edu): 152 Coe, Jessie (jessie.coe@utexas.edu): 133 Cohen, Jeffrey P (professorjeffrey@gmail.com): 181 , 197 cole, Sam (samcole@buffalo.edu): 189 Connaughton, John (jec@uncc.edu): 98 Connolly, Cristina (connolly.78@osu.edu): 136 Conroy, Tessa (tessa.conroy@colostate.edu): 85 Cooke, Abigail M. (abigail.cooke@gmail.com): 8 Cooke, Stephen (stephen.cooke@implan.com): 20 Corcoran, Jonathan (jj.corcoran@uq.edu.au): 66 , 78 , 100 Cordes, Sarah A (sarah.cordes@nyu.edu): 108 Cordes, Sarah A. (email not available): 108 Cosman, Jacob Neal (jcosman@interchange.ubc.ca): 69 Costa, Adriano Borges Ferreira (adriano@borgescosta.net): 54 , 130 Costa, Cinthia C (cinthia.cabral.da.costa@gmail.com): 34 Coughlin, Cletus C (coughlin@stls.frb.org): 181 , 188 Coulson, Edward (email not available): 28 Coulson, Edward (fyj@psu.edu): 28 Coulson, Edward (fyj@psu.edu): 83 Court, Christa D (ccourt@MRIGlobal.org): 56 Couture, Victor (victor.couture@gmail.com): 128 Craig, Steven (email not available): 22 Crawley, Andrew James (crawleyaj@cardiff.ac.uk): 193 Crescenzi, Riccardo (r.crescenzi@lse.ac.uk): 38 , 86 , 193 Crispino, Paolo (paolo.crispino@bancaditalia.it): 192 Croitoru, Arie (acroitor@gmu.edu): 40 , 43 Cromartie, John (jbc@ers.usda.gov): 52 Crooks, Andrew (acrooks2@gmu.edu): 9 , 43 , 55 , 75 , 92 Cross, Philip (P.Cross@leeds.ac.uk): 120 CROZET, Yves (yves.crozet@let.ish-lyon.cnrs.fr): 100 Cruz, Luis (lmgcruz@fe.uc.pt): 56 , 157

Cuberes, David (email not available): 68 , 182 Cueto, Begona (bcueto@uniovi.es): 162 Curley, Christina A (cacurley601@gmail.com): 152 Cushing, Brian (brian.cushing@mail.wvu.edu): 96 Cutler, Harvey (harvey.cutler@colostate.edu): 172 Da Mata, Daniel (damatadaniel@hotmail.com): 37 , 199 da Mota Silveira Neto, Raul (rau.silveira@uol.com.br): 61 , 72 , 174 da Motta Veiga, Serge P. (serge.damottaveiga@gmail.com): 74 Dai, Min (diamind@126.com): 152 Daisy, Naznin Sultana (daisy_naznin05@yahoo.com): 158 Daito, Nobuhiko (ndaito@gmu.edu): 42 Daito, Nobuhiko (ndaito@masonlive.gmu.edu): 175 Dall Erba, Sandy (dallerba@email.arizona.edu): 34 , 46 , 91 , 165 Dalumpines , Ron (dalumprf@mcmaster.ca ): 140 Das Gupta, Debasree (ddasgupt@masonlive.gmu.edu): 58 Davis, Donald R (drdavis@columbia.edu): 29 , 102 Davis, Sara (ser6@cornell.edu): 80 Davlasheridze, Meri (davlashm@tamug.edu): 91 De Borger, Bruno L. (email not available): 88 De Castris, Marusca (marusca.decastris@uniroma3.it): 175 de Graaff, Thomas (t.de.graaff@vu.nl): 116 , 197 de Groot, Henri (email not available): 27 De la Ossa, Melisa (melisadelaossa@gmail.com): 156 De la Roca, Jorge (email not available): 128 Dealy, Bern Caudill (dealyb@unm.edu): 6 , 114 Dearmon, Jacob (jdearmon@hotmail.com): 43 DeFusco, Anthony A. (anthonydefusco@gmail.com): 23 Del Bo, Chiara F (chiara.delbo@unimi.it): 101 , 175 Del Río, Coral (crio@uvigo.es): 133 Delamata, Tamara (tamara.delamata@uam.es): 63 Delgado, Michael S. (delgado2@purdue.edu): 171 , 177 Deller, Steve (scdeller@wisc.edu): 20 , 85 , 163 , 192 Dembele, Assa (dembelea@msu.edu): 17 Dementyeva, Maria (madement@gmail.com): 42 Demidova, Olga (demidova@hse.ru): 79 Depken, II, Craig A (cdepken@uncc.edu): 63 Détang-Dessendre, Cecile (Cecile.Detang-Dessendre@dijon.inra.fr): 86 Dey, Jaya (jdey2@slu.edu): 115 Deza, Monica (email not available): 168 Di Cataldo, Marco (m.di-cataldo@lse.ac.uk): 8 Diamond, Rebecca (email not available): 68 DIAZ, JORGE (jdiazlan@purdue.edu): 188 Diaz-Dapena, Alberto (albertodiazdapena@gmail.com): 98 Díaz-Lanchas, Jorge (jorge.diaz@uam.es): 63 , 94 Ding, Chengri (cding@gmail.com): 38 Ding, Chengri (cding@umd.edu): 54 Ding, Lei (lei.ding@phil.frb.org): 131 Dingel, Jonathan (email not available): 29 , 167 Dingel, Jonathan I (jdingel@chicagobooth.edu): 102 , 167 Dinterman, Robert (rdinter@ncsu.edu): 95 , 160 Diodato, Dario (d.diadato@uu.nl): 193

Dita, Astrid (astriddita@yahoo.com): 80 Diukanova, Olga (odiukanova@gmail.com): 193 djamaludin, sartika (tika1577@yahoo.com): 192 Dobis, Elizabeth A (edobis@purdue.edu): 177 Dogaru, Teodora (dora.dogaru@gmail.com): 155 Domingues, Edson Paulo (domingues.edson@gmail.com): 5 Domingues, Edson Paulo (dominhues.edson@gmail.com): 51 Domingues, Edson Paulo (domingues.edson@gmail.com): 135 , 170 Donaghy, Kieran P. (kpd23@cornell.edu): 80 Dos Santos, Gervásio Ferreira (gervasios@ufba.br): 7 Dotzel, Kathryn R (krdotzel@gmail.com): 66 , 180 Doussard, Marc (mdouss1@illinois.edu): 46 Dröes, Martijn (m.droes@vu.nl): 93 Dragicevic , Suzana (suzanad@sfu.ca ): 43 , 55 , 75 , 92 Drucker, Joshua M (jdruck@uic.edu): 46 , 64 Du, Fenglian (dufenglian@126.com): 36 Du, Minshu (mdu3@illinois.edu): 156 Dube, Jean (jean.dube@esad.ulaval.ca): 43 , 121 , 177 Dujardin, Claire (email not available): 148 Duque, Juan C. (juanca.duque@gmail.com): 19 Duran, Hasan Engin (enginduran@iyte.edu.tr): 97 Duranton, Gilles (email not available): 147 Eberhard, Juan Pedro (juan.eberhard@uai.cl): 95 Echeverri Carroll, Elsie L (e.carroll@mail.utexas.edu): 133 Ehrlich, Gabriel (email not available): 127 Elhorst, Paul (j.p.elhorst@rug.nl): 61 , 125 Ellen, Ingrid Gould (email not available): 146 , 198 English, Burt K (benglish@utk.edu): 121 Enriquez, Hernan (hernan.enriquez@usa.edu.co): 96 Eom, Hongmin (djaghdals@naver.com): 55 ESBERTO, MA. DELY PANELO (esbertodely@yahoo.com): 91 Escobedo Paredes, Luis Alfonso (escobed2@illinois.edu): 173 Esqueda Walle, Ramiro (resquedaw@uat.edu.mx): 61 evans, neil (n.evans@regeneris.co.uk): 170 Eyigungor, Burcu (email not available): 127 Faber, Benjamin (email not available): 167 Faggian, Alessandra (faggian.1@osu.edu): 20 , 46 , 66 , 86 , 106 , 124 , 144 , 164 Faggio, Giulia (email not available): 22 Faggio, Giulia (G.Faggio1@lse.ac.uk): 22 Faivre dArcier, Bruno (bfdarcier@let.ish-lyon.cnrs.fr): 158 Fajgelbaum, Pablo (email not available): 167 Fan, Chao (cfan13@asu.edu): 103 Fan, Jingting (email not available): 89 Fan, Jingting (Funshinejt@gmail.com): 89 Fan, Qin (qfan@csufresno.edu): 91 Fang, Li (kfang@umd.edu): 134 Fang, Xian (fangxian8663@gmail.com): 131 Farchy, Emily (Emily.FARCHY@oecd.org): 153 Farole, Thomas (tfarole@worldbank.org): 101 Farren, Michael (farren.5@osu.edu): 65 Farrigan, Tracey (tfarrigan@ers.usda.gov): 13

Feldman, Mary Ann (maryann.feldman@unc.edu): 180 Feldmann, Maryann (maryann.feldmann@gmail.com): 142 Felsenstein, Daniel (msdfels@mscc.huji.ac.il): 98 feng, guoliang (feng1985@gwmail.gwu.edu): 154 Feng, Xin (xinfeng@asu.edu): 84 Fernandes Tomon Avelino, Andre (fernan17@illinois.edu): 40 , 56 Fernandez-Huertas, Jesus (jfernandezhuertas@fedea.es): 136 Fernandez-Vázquez, Esteban (evazquez@uniovi.es): 62 , 171 Ferreira, Joao Pedro (joao.ferreira@fe.uc.pt): 56 Ferrer, Ada (ada.ferrer@iae.csic.es): 136 Ferreyra, Maria Marta (email not available): 48 Ferris, Jeffrey (ferrisj@umd.edu): 136 Feser, Ed (feser@illinois.edu): 180 Figueroa-Armijos, Maria (mfigueroaarmijos@gmail.com): 74 , 196 Filippetti, Andrea (a.filippetti@lse.ac.uk): 86 Firgo, Matthias (matthias.firgo@wifo.ac.at): 39 Firmino Costa da Silva, Diego (diegofirmino@gmail.com): 61 , 72 Fishberg, Scott (scott.fishberg@gmail.com): 76 Fleming, David (dflemingm@gmail.com): 17 Florax, Raymond J.G.M. (rflorax@purdue.edu): 51 , 171 , 177 Flores, Miguel (miguel.flores.1979@gmail.com): 181 Flores-Lagunes, Alfonso (aflores@binghamton.edu): 62 Folch, David C. (david.folch@colorado.edu): 19 Folch, David C. (dfolch@fsu.edu): 83 , 102 , 120 , 139 Folmer, Henk (h.folmer@rug.nl): 33 Ford, Deborah (dford@ubalt.edu): 174 Foremny, Dirk (email not available): 22 Foremny, Dirk (foremny@ub.edu): 22 Fosgerau, Mogens (email not available): 29 Fotheringham, Stewart (Stewart.Fotheringham@asu.edu): 103 Fournier, Anne (anne.fournier@u-paris10.fr): 51 Francis, Joe (jdf2@cornell.edu): 111 Franklin, Rachel (rachel_franklin@brown.edu): 32 , 52 Fratesi, Ugo (ugo.fratesi@polimi.it): 97 , 124 Fredriksson, Per (per.fredriksson@louisville.edu): 187 FREGUGLIA, RICARDO DA SILVA (ricardo.freguglia@ufjf.edu.br): 96 Freitas, Lúcio Flávios da Silva (lucioffreitas@yahoo.com.br): 152 Freitas, Maria Viviana (mvivianafreitas@gmail.com): 14 , 34 , 62 Freitas, Rosiene (rosiene.freitas@hotmail.com): 10 Freshwater, David (dave@rural.org): 180 Freund, Florian (florian.freund@ur.de): 115 Friesz, Terry L. (tlf13@psu.edu): 58 Fritsch, Michael (m.fritsch@uni-jena.de): 179 Fritz, Oliver M. (oliver.fritz@wifo.ac.at): 39 , 156 Fu, Shihe (email not available): 127 fuhs, Brendon (bfuhs2@masonlive.gmu.edu): 92 Fuhs, Brendon (bfuhs2@gmu.edu): 92 Fujita, Masahisa (email not available): 87 Furtado Coelho Junior, A�lvaro (alvarojuniorbr@gmail.com): 174 Gaduh, Arya B. (email not available): 47

Gagliardi, Luisa (email not available): 128 Gagliardi, Luisa (l.gagliardi@lse.ac.uk): 188 Gallagher, Ryan (email not available): 48 Gallagher, Ryan (r-gallagher1@neiu.edu): 48 Gallego, Nuria (nuria.gallego@uam.es): 63 , 94 Gallup, John (jlgallup@pdx.edu): 97 Gama, Luiz Carlos Day (lcdgama@gmail.com): 81 Ganesan, Rajesh (rganesan@gmu.edu): 58 Ganguli, Ina (email not available): 87 Ganong, Peter (ganong@fas.harvard.edu): 98 Gao, Zhuang (gaozhuang110607@163.com): 113 Garcia, Renato (renato.garcia.usp@gmail.com): 77 Garcia-Alonso, Lorena (lorena@uniovi.es): 63 Garcia-Lopez, Miquel-Angel (email not available): 88 Garcia-Lopez, Miquel-Angel (MiquelAngel.Garcia@uab.cat): 88 Garduno-Rivera, Rafael (rafael.garduno@cide.edu): 60 , 63 Garretsen, Harry (j.h.garretsen@rug.nl): 38 Garrido, Nicolas (nicogarrido@gmail.com): 60 Garriga, Carlos (email not available): 67 Gaubert, Cecile (email not available): 27 Gaubert, Cecile (cecilegt@gmail.com): 27 Gemmiti, Roberta (roberta.gemmiti@uniroma1.it): 124 Gentili, Monica (monica_gentili_2005@hotmail.it): 58 Gerlowski, Dan (dgerlowski@ubalt.edu): 174 Germán-Soto, Vicente (vgerman@terra.com): 132 Gerritse, Michiel (michiel.gerritse@rug.nl): 155 Gertler, Paul (email not available): 147 Ghadimi, Hodjat (Hodjat.Ghadimi@mail.wvu.edu): 112 , 195 Ghani, ?Ejaz (email not available): 21 Gibbons, Stephen (email not available): 147 Gibbons, Stephen (s.gibbons@lse.ac.uk): 147 Gibson, John (jkgibson@waikato.ac.nz): 104 , 156 Gifford, Jonathan L. (jgifford@gmu.edu): 42 Gingerich, Kevin (gingerik@uwindsor.ca): 63 giua, mara (mara.giua@uniroma3.it): 193 Giuliano, Genevieve (giuliano@price.usc.edu): 139 Gobillon, Laurent (email not available): 126 Goetz, Stephan (sjg16@psu.edu): 17 , 45 , 99 Goetzke, Frank (frank.goetzke@louisville.edu): 114 , 159 Goffette-Nagot, Florence (email not available): 148 , 166 Goffette-Nagot, Florence (goffette-nagot@gate.cnrs.fr): 166 Goldstein, Harvey (harvey.goldstein@modul.ac.at): 41 Gomes, Bruno (brunomoraesgomes@gmail.com): 81 Gomez, Miguel (mig7@cornell.edu): 31 Gomez, Norma (gomez.111@osu.edu): 86 GONÇALVES, EDUARDO (eduardo.goncalves@ufjf.edu.br): 96 Gonzalez-Laxe, Fernando (laxe@udc.es): 42 Gonzalez-Navarro, Marco (marco.gonzalez.navarro@utoronto.ca): 29 Gonzalez-Navarro, Marco (email not available): 147 Gonzalez-Navarro, Marco (marco.gonzalez.navarro@utoronto.ca): 147 Gonzalez-Navarro, Marco (email not available): 167

Gonzalez-Val, Rafael (rafaelg@unizar.es): 99 González-Val, Rafael (email not available): 182 Goodman, Christopher B (christopher.goodman@rutgers.edu): 192 Gorn, Alexey (alexey.gorn@gmail.com): 117

Goswami, Arti Grover (email not available): 21 Goto, Hiroshi (hgoto@rieb.kobe-u.ac.jp): 32 Gottlieb, Joshua D. (email not available): 27 Gottlieb, Joshua D. (Joshua.Gottlieb@ubc.ca): 27 Gracner, Tadeja (email not available): 147 Graefe, David (graefe@marshall.edu): 156 Graham, Daniel J (d.j.graham@imperial.ac.uk): 118 , 156 Greenbaum, Robert (greenbaum.3@osu.edu): 73 , 193 Greenhalgh-Stanley, Nadia (ngreenha@kent.edu): 173 Griffith, Daniel A (dagriffith@utdallas.edu): 9 , 43 Groenewold, Nicolaas (nic.groenewold@uwa.edu.au): 39 Grubesic, Tony H (grubesic@drexel.edu): 84 , 103 , 121 , 140 , 160 , 178 Gruenwald, Luise (luise.gruenwald@iab.de): 130 Gu, Gaoxiang (caesar161@126.com): 75 Gu, Yizhen (email not available): 127 Guci, Ledia (ledia.guci@bea.gov): 41 , 62 Guevara Rosero, Grace Carolina (carolina.guevara112@gmail.com): 79 Guilhoto, Joaquim J.M. (guilhoto@usp.br): 34 , 113 Guillain, Rachel (guillain@u-bourgogne.fr): 8 Guo, Wen-Chung (guowc@ntu.edu.tw): 178 gupta, Samir (44@blah.com): 102 Guse, Joseph (gusej@wlu.edu): 123 Gutiérrez Flores, Luis (luis.gutierrez@uadec.edu.mx): 132 Gutierrez, Diana (d.gutierrez.posada@gmail.com): 96 , 111 Guyadeen, Vishan (vishan.guy@gmail.com): 72 Guzman, Karelys (kguzmafi@banrep.gov.co): 175 Habib, Muhammad Ahsanul (ahsan.habib@dal.ca): 158 , 186 Haddad, Eduardo A (ehaddad@usp.br): 56 , 82 Haddad, Monica Amaral (haddad@iastate.edu): 100 Hailegiorgis, Atesmachew B (atesbiz@gmail.com): 92 Hallegatte, Stéphane (hallegatte@centre-cired.fr): 187 Ham, Andres (hamgonz2@illinois.edu): 145 Hamilton, Gregory (glhamilton@ualr.edu): 93 HAN, Koo-young (urbanplaya@snu.ac.kr): 119 Han, Yu (xka88765134@163.com): 152 Hanaoka, Kazumasa (kazuhanaoka@hotmail.com): 57 Handbury, Jessie (email not available): 68 Handbury, Jessie (handbury@wharton.upenn.edu): 68 Handbury, Jessie (email not available): 128 Hanlon, William Walker (email not available): 49 Hanson, Andrew (email not available): 109 Hanson, Andrew (andrew.r.hanson@marquette.edu): 109 Hanushek, Eric A (email not available): 48 Harding, Christopher (harcding@hotmail.com): 7 Hardy, Daniel (d.hardy@lse.ac.uk): 101 Harger, Kaitlyn (email not available): 109

Harrison, Joey (jharri1@gmu.edu): 92 Hartell, Ann (ahartell@gmail.com): 100 Hassink, Wolter (W.H.J.Hassink@uu.nl): 131 Hau-Horváth, Orsolya (hau@ktk.pte.hu): 191 Hausmann, Ricardo (email not available): 183 Hawley, Zackary (email not available): 109 Hawranek, Franziska (franziska.hawranek@wiwi.uni-regensburg.de): 115 , 133 Hayashida, Motonari (m-haya@criepi.denken.or.jp): 79 Haynes, Kingsley E (khaynes@gmu.edu): 76 Heblich, Stephan (stephan.heblich@bristol.ac.uk): 151 Hellerstein, Judith K (email not available): 184 Hellstern, Michael L. (Michael.Hellstern@williams.edu): 130 Hémet, Camille (email not available): 146 Hémet, Camille (camille.hemet@gmail.com): 146 Henderson, J. Vernon (email not available): 47 Hendren, Nathaniel (nhendren@fas.harvard.edu): 45 Hering, Laura (laura.hering@gmail.com): 35 Hernandez Morales, Alberto (ah674@cornell.edu): 5 HERRERA CATALÃ�N, PEDRO (p.p.herrera@lse.ac.uk): 130 Herrera, Lucia (luciacastroh@gwmail.gwu.edu): 161 Hertz, Thomas (thertz@ers.usda.gov): 13 Heuermann, Daniel F. (daniel.heuermann@ur.de): 115 Hewings, Geoffrey (email not available): 69 Hewings, Geoffrey J.D. (hewings@illinois.edu): 35 , 56 , 79 , 98 , 137 , 152 Hideshima, Eizo (hideshima.eizo@nitech.ac.jp): 6 Higgins, Chris (higgicd@mcmaster.ca): 186 Hilber, Christian Albin Lukas (email not available): 49 Hirasuna, Donald (dhirasuna@msn.com): 105 , 163 Hirschenauer, Franziska (franziska.hirschenauer@iab.de): 115 Hirte, Georg (georg.hirte@tu-dresden.de): 130 Hisnanick, John (John.J.Hisnanick@census.gov): 13 Hoang, Edward (email not available): 22 Hoang, THANH Trung (hoangtrungthanh188@gmail.com): 170 Hochman, Oded (oded@bgu.ac.il): 119 Hodge, Timothy R (trhodge@gmail.com): 195 Holmes, Thomas J. (email not available): 143 , 199 Honey-Roses, Jordi (jhoney@mail.ubc.ca): 40 Hong, Boyeong (promise0ct@gmail.com): 55 , 94 Hood, Kyle K (email not available): 198 Hood, Kyle K (kyle.hood@bea.gov): 198 Horn, Keren Mertens (email not available): 146 , 198 Hou, Yuting (yutingho@usc.edu): 114 Houston, Douglas (houston@uci.edu): 176 Hu, Xiaochu (hxch.peking@gmail.com): 99 Huang, Hao (hao.huang@utah.edu): 38 Huang, Rui (ruihuang@binghamton.edu.com): 170 HUANG, XIAOYAN (elleseraph@gmail.com): 156 Hughes, Amy (aes092020@utdallas.edu): 102 Hultquist, Andy (andy.hultquist@mail.business.und.edu): 73 Iammarino, Simona (s.iammarino@lse.ac.uk): 86 , 188

IBARRA-ARMENTA, CRISTINA I (dltiti@hotmail.com): 101 Ibrahim, Oladayo Ramon (oladayoibrahim@yahoo.com): 13 , 194 Iezzi, Marco (m.iezzi@inwind.it): 38 Ihlanfeldt, Keith (email not available): 109 Ihlanfeldt, Keith (kihlanfe@fsu.edu): 109 Ikegawa, Maria (fraisemania@gmail.com): 10 Imori, Denise (denise.imori@gmail.com): 113 Indra, Debarshi (dindra@buffalo.edu): 37 Inoue, Hiroyasu (inouehiroyasu09@gmail.com): 137 Inoue, Ryo (rinoue@plan.civil.tohoku.ac.jp): 43 Inui, Tomohiko (inui.tomohiko@nihon-u.ac.jp): 35 Ioannides, Yannis M (email not available): 182 , 197 Irwin, Elena (email not available): 49 , 58 Irwin, Elena G (irwin.78@osu.edu): 136 Irwin, Nicholas (irwin.114@osu.edu): 93 Itoh, Ryo (ryoitoh1128@gmail.com): 82 Iturra, Victor H (viturra@ucn.cl): 151 Ivanov, Denis (d.s.ivanov@inbox.ru): 79 Iyengar, Sunil (iyengars@arts.gov): 142 Jackson, Michael Scott (6thjaxon@gmail.com): 196 Jackson, Randall W (randall.jackson@mail.wvu.edu): 56 Jaime, Jonathan (jonathan.jaime@live.com.mx): 78 Janikas, Mark V (mjanikas@esri.com): 19 Jankowski, John (jjankows@nsf.gov): 142 , 180 Jara Valencia, Benjamin A (jara.benjamin@gmail.com): 91 Járosi, Péter (jarosip@ktk.pte.hu): 122 Jayaprakash, Ciriyam (jayaprakash.1@osu.edu): 58 Jedwab, Remi (email not available): 182 Jha, Nikhil (nikhil.jha@unimelb.edu.au): 135 Jo, Young (youngajo@illinois.edu): 18 Jofre-Monseny, Jordi (email not available): 22 , 27 Johansson, Borje (borje.johansson@jibs.hj.se): 195 Johansson, Mats (mats.johansson@abe.kth.se): 52 Johansson, Sara (sara.johansson@jibs.hj.se): 77 Johnson, Erik (email not available): 199 Johnson, Erik (erikbjohn@gmail.com): 199 Jones, Calvin (jonesc24@cf.ac.uk): 170 Kamakura, Natsuki (kamakura@humgeo.c.u-tokyo.ac.jp): 191 Kanaroglou, Pavlos S (pavlos@mcmaster.ca): 176 , 186 Kandilov, Ivan (ivan_kandilov@ncsu.edu): 95 Kane, Kevin (kkane5@asu.edu): 8 , 160 Kang, Dongwoo (dwkang1982@email.arizona.edu): 165 Kang, Minnie (urbanism@naver.com): 76 Kao, Chihwa (dkao@maxwell.syr.edu): 54 Kaplanis, Ioannis (ioannis.kaplanis@oecd.org): 153 Karlsson, Charlie (charlie.karlsson@jibs.hj.se): 162 Karreman, Bas (bkarreman@ese.eur.nl): 155 Kashiha, Mona (mkashiha@uncc.edu): 63 Kasim, Taha (email not available): 23 Kaufman, Martin M (martyk@umflint.edu): 189 KAWAMOTO, KIYOMI (kawamoto.kiyomi@h.hokkyodai.ac.jp): 73

Kawata, Keisuke (email not available): 146 Kay, David D (david@implan.com): 20 , 34 Kazaqi, Pantelis (panteliskazakis@hotmail.com): 66 Kedron, Peter (pkedron@ryerson.ca): 187 Kelejian, Harry (kelejian@econ.umd.edu): 125 Kelekar, Uma (ukelekar@marymount.edu): 155 , 173 Kemeny, Thomas (tomkemeny@gmail.com): 8 Kennedy, William (wkennedy@gmu.edu): 92 Kerby, Edward (email not available): 182 Kerr, William Robert (email not available): 21 Ketterer, Tobias (t.ketterer@lse.ac.uk): 124 Khan, MD Nazmul H A (nazmul.arefin@dal.ca): 158 KICHKO, Sergey (kichkosi@mail.ru): 117 Kidd, Sarah (skid@hrpdcva.gov): 44 Kiefer, Hua (hua.kiefer@occ.treas.gov): 131 Kiefer, Leonard C (leonard_kiefer@freddiemac.com): 131 Kilkenny, Maureen (maureenkilkenny@gmail.com): 20 Killemsetty, Namesh (namsi124007@gmail.com): 37 Kim, Ayoung (kim1426@purdue.edu): 171 kim, Changjoo (changjoo.kim@uc.edu): 158 Kim, Hong Sok Brian (briankim66@snu.ac.kr): 176 Kim, Hyun (hkim525@wisc.edu): 73 Kim, Hyun (hkim56@utk.edu): 186 Kim, Jae Hong (jaehk6@uci.edu): 190 Kim, Kamyoung (kamyoungkim@knu.ac.kr): 103 Kim, Kijin (kkim96@illinois.edu): 56 Kim, Kyung-min (kkim2@snu.ac.kr): 10 , 55 , 94 , 119 Kim, Min-Kook (mkkim2@gmail.com): 156 King, Laura (laura.king@treasury.govt.nz): 104 Kirby-Hawkins, Elena (gyekh@leeds.ac.uk): 57 Klaesson, Johan (johan.klaesson@jibs.hj.se): 96 , 195 Klaiber, H. Allen (klaiber.16@osu.edu): 76 , 93 , 136 , 190 Klein, Yehuda L (yklein@brooklyn.cuny.edu): 159 Kobayashi, Kiyoshi (kobayashi.kiyoshi.6n@kyoto-u.ac.jp): 187 Kohlhase, Janet (email not available): 22 Kohlhase, Janet (jkohlhase@uh.edu): 22 Kohlhase, Janet (email not available): 143 Koizumi, Naoru (nkoizumi@gmu.edu): 58 , 92 Kokovin, Sergey (skokov7@gmail.com): 15 , 117 Komarek, Tim (tkomarek@odu.edu): 112 komlosie, eva (komlosieva@pte.hu): 122 Komura, Mizuki (komura@soec.nagoya-u.ac.jp): 5 Kono, Tatsuhito (email not available): 26 Kono, Tatsuhito (kono@plan.civil.tohoku.ac.jp): 26 Koo, Hyeongmo (hxk134230@utdallas.edu): 40 Kopsch, Fredrik (fredrik.kopsch@abe.kth.se): 190 Kosenok, Grigory (email not available): 48 Koster, Hans R.A. (h.koster@vu.nl): 93 Koster, Hans R.A. (email not available): 148 Koster, Hans R.A. (h.koster@vu.nl): 148 Koster, Sierdjan (sierdjan.koster@rug.nl): 144

Kourtit, Karima (k.kourtit@vu.nl): 101 Koutroumpis, Pantelis (email not available): 183 Kratena, Kurt (Kurt.Kratena@wifo.ac.at): 56 Krivacsy, Kevin Russell (kkrivacs@utk.edu): 156 Kublina, Sandra (sandra.kublina@uni-jena.de): 179 Kudko, Ievgenii L (ievgenii.kudko@gmail.com): 37 Kung, Edward (email not available): 23 Kung, Edward (ekung@econ.ucla.edu): 23 Kurban, Haydar (email not available): 48 Kutzbach, Mark (email not available): 184 Kweun, Jeong Yun (jkweun@gmu.edu): 82 Kwon, Jinwoo (jinwoo.kwon@rutgers.edu): 97 Lacombe, Donald J. (Donald.Lacombe@mail.wvu.edu): 113 , 134 Lafourcade, Miren (email not available): 49 Lafourcade, Miren (miren.lafourcade@ens.fr): 49 Lagarias, Apostolos (lagarias@iacm.forth.gr): 177 Lahr, Michael L (lahr@rutgers.edu): 56 , 76 , 97 Lai, Chih-Hui (samrobertsmith@gmail.com): 120 Lai, Fu-Chuan (uiuclai@gate.sinica.edu.tw): 178 Lambert, Dayton M. (dlamber1@utk.edu): 121 LAMEIRA, VERÔNICA (lameira.veronica@gmail.com): 96 Lamorgese, Andrea R (andrea.lamorgese@bancaditalia.it): 117 LANG, Gabriel (Gabriel.Lang@agroparistech.fr): 14 Laouenan, Morgane (email not available): 126 Lasarte Navamuel, Elena (elena.lasartenavamuel@gmail.com): 171 Laura, Jason (jlaura@asu.edu): 19 Lecca, Patrizio (patrizio.lecca@strath.ac.uk): 34 LEE, DER-SHIUAN (ldx2@ulive.pccu.edu.tw): 191 Lee, Gunhak (gunhlee@snu.ac.kr): 103 Lee, Hanbum (lee466@illinois.edu): 115 Lee, Monghyeon (mxl120631@utdallas.edu): 40 Lee, Sang Wook (bestswlee@snu.ac.kr): 10 Lee, Sang Wook (bestswlee@gmail.com): 55 Lee, Sukjoon (sukjoon2@hanmail.com): 55 Lee, Yong Suk (email not available): 28 Lee, Yong Suk (yong.s.lee@williams.edu): 28 Lee, Yong Suk (email not available): 88 Lee, Yong Suk (yoloso@gmail.com): 179 Legey, Luiz Fernando Loureiro (legey@ppe.ufrj.br): 14 , 62 Legros, Diego (diego.legros@u-bourgogne.fr): 43 , 121 Leitner, Karl-Heinz (karl-heinz.leitner@ait.ac.at): 54 Leknes, Stefan (email not available): 89 Leknes, Stefan (stefan.leknes@svt.ntnu.no): 89 Leland, Suzanne M (smleland@uncc.edu): 192 lelarge, claire (claire.lelarge@ensae.fr): 118 Lembcke, Alexander C (Alexander.LEMBCKE@oecd.org): 153 Leonard, Tammy (tleonard@udallas.edu): 102 , 115 Leslie, Timothy F (tleslie@gmu.edu): 40 Leung, Charles Ka Yui (kycleung@cityu.edu.hk): 174 Lewis, Joshua (joshua.lewis@umontreal.ca): 99 , 152 Li, Chao (cl95@waikato.ac.nz): 104 , 156

Li, Herman (herman.li@unlv.edu): 119 Li, Huiping (huiping.shufe@gmail.com): 192 Li, Minghao (mhx21@gmail.com): 17 Li, Wenwen (wenwen@asu.edu): 103 Li, Xiaofei (li597@purdue.edu): 51 Li, Xiaoling (xl227@cornell.edu): 58 , 111 Li, Xin (xl2426@columbia.edu): 177 Li, Xiumin (lixm@nenu.edu.cn): 153 Li, Xun (xun.li@asu.edu): 19 Li, Zhi (lizhieric@gmail.com): 153 Liang, Jiaochen (jiaochen.psu@gmail.com): 99 , 162 Liao, Felix Haifeng (haifeng.liao@utah.edu): 62 Lim, Jaewon (jaewon.lim@unlv.edu): 34 , 95 Lin, Eric S. (slin@mx.nthu.edu.tw): 178 Lin, Jeffrey (email not available): 87 Lin, Jeffrey (jeff.lin@phil.frb.org): 87 Linarello, Andrea (andrea.linarello@bancaditalia.it): 117 Ling, Shijia (scarlettling225@gmail.com): 176 Liu, Changxin (liuchangxin@casipm.ac.cn): 170 Liu, Shimeng (email not available): 87 liu, xiuli (xiuli.liu@amss.ac.cn): 112 Llamosas-Rosas, Irving (llamosas@email.arizona.edu): 46 Llano, Carlos (carlos.llano@uam.es): 63 , 94 Lobao, Linda (lobao.1@osu.edu): 17 Lombard, John R (jlombard@odu.edu): 44 , 57 López Cobo, Montserrat (Montserrat.LOPEZ-COBO@ec.europa.eu): 157 LOPEZ, ESTEBAN (lopezoch@illinois.edu): 114 , 174 Los, Bart (b.los@rug.nl): 157 Lovelace, Robin (rob00x@gmail.com): 120 Loveridge, Scott (loverid2@anr.msu.edu): 17 , 45 , 83 Low, Sarah (sarahalow@gmail.com): 17 , 45 , 65 , 85 , 105 , 123 , 163 , 180 lozano-Gracia, Nancy (nlozano@worldbank.org): 40 , 76 , 165 Lu, Genyao (lgylgy@vip.sina.com): 156 Lucas, Christopher (Christopher.Lucas@bea.gov): 41 Lundberg, Johan (johan.lundberg@econ.umu.se): 145 Luz, Luciana (lucianaluz@cedeplar.ufmg.br): 10 Lyhagen, Johan (johan.lyhagen@statistik.uu.se): 188 Ma, Chao (ma.271@buckeyemail.osu.edu): 94 , 154 Macedo, Guiherme M (gmmacedo@gmail.com): 157 Macfarlane, Gregory S (macfarlaneg@pbworld.com): 138 Machado, Mauricio Marins (mmmaaur@gmail.com): 135 Mack, Elizabeth (mack.elizabeth@gmail.com): 20 , 46 , 64 , 66 , 86 , 106 , 124 , 144 , 164 Madhoo, Yeti Nisha (yetinisha@yahoo.com): 155 Magalhaes, Aline (alinesmagalhaes@hotmail.com): 170 MAGALLANES, Jose Manuel (jmagalla@gmu.edu): 75 , 92 Magliocca, Nicholas R (nmagliocca@sesync.org): 55 , 73 Maher, Craig S (csmaher@unomaha.edu): 192 Maheshri, Vikram (email not available): 146 Maheshri, Vikram (vmaheshri@uh.edu): 146 Maheshri, Vikram (email not available): 184 Maier, Gunther (gunther.maier@wu.ac.at): 41

Maldonado, Norman (maldonado-vargas.1@osu.edu): 11 Malecki, Edward (malecki.4@osu.edu): 77 , 142 , 180 Malik, Ammar A (amalik8@gmu.edu): 137 Malleson, Nicolas (N.Malleson06@leeds.ac.uk): 120 Malone, Thom (email not available): 108 Malone, Thom (tdmalone@usc.edu): 108 Manduca, Robert (rmanduca@mit.edu): 83 Mangum, Kyle (email not available): 23 Manic, Marian (manic@email.sc.edu): 132 Maniloff, Peter (maniloff@mines.edu): 112 Mansury, Yuri (ysm3@cornell.edu): 116 Maoh, Hanna (maohhf@uwindsor.ca): 63 MARCON, Eric (Eric.Marcon@ecofog.gf): 14 Markeson, Bjorn (markeson@gmail.com): 194 Marome, Wijitbusaba (wijitbusaba@yahoo.com): 91 Márquez, Miguel A. (mmarquez@unex.es): 79 Marrewijk, Charles van (Charles.Vanmarrewijk@xjtlu.edu.cn): 38 Marz, Waldemar (marz@ifo.de): 114 , 159 Mastromonaco, Ralph (ralphm@uoregon.edu): 112 Mation, Lucas F (lucas.mation@ipea.gov.br): 37 Matsushima, Kakuya (matsushima.kakuya.7u@kyoto-u.ac.jp): 187 MAURY, Tristan-Pierre (Tristan-Pierre.MAURY@edhec.edu): 174 Mayer, Katarina (katarina.mayer1@gmail.com): 75 Mayneris, Florian (email not available): 166 Mayor, Matias (mmayorf@uniovi.es): 162 McCann, Philip (p.mccann@rug.nl): 52 , 86 McCleod, George (gmcleod@odu.edu): 44 McConnell, Virginia D (mcconnel@rff.org): 55 McConnell, Virginia D. (mcconnell@rff.org): 73 McGranahan, David (dmcg@ers.usda.gov): 17 , 52 , 180 McLaughlin, Ralph (ralph.mclaughlin@sjsu.edu): 106 McNamara, Paul E (mcnamar1@illinois.edu): 115 McQuade, Timothy James (email not available): 68 McQueen, Amy (333@utd.com): 102 Medda, Francesca Romana (f.medda@ucl.ac.uk): 52 , 134 , 175 Medrano, Fernando Antonio (medrano@geog.ucsb.edu): 121 Meimand, Amir (amirmeimand@gmail.com): 58 Meisel, Adolfo (ameisero@banrep.gov.co): 72 melancon, Keith (jmelancon@mfa.gwu.edu): 58 Melo, Patricia C (patricia.melo@hutton.ac.uk): 118 Meltzer, Rachel (meltzerr@newschool.edu): 172 Menard, R J (rjmenard@utk.edu): 121 Menezes, Tatiane Ameida de (tatianedemenezes@gmail.com): 6 , 81 MERCIER, Aurelie (aurelie.mercier@let.ish-lyon.cnrs.fr): 100 Middleton, Mark (mmiddlet@mail.wvu.edu): 10 Mijanovich, Tod (tod.mijanovich@nyu.edu): 172 Miller, Cristina (cmiller@ers.usda.gov): 18 , 173 Miller, Eric J (miller@ecf.utoronto.ca): 7 , 72 Miller, Kathleen (miller@rupri.org): 45 Mills, James (email not available): 28 Millsap, Adam (adam.millsap@gmail.com): 136

Miranda-Moreno, Luis F (luis.miranda-moreno@mcgill.ca): 7 Miron, John R (miron@utsc.utoronto.ca): 101 Mityakov, Sergey (smityak@clemson.edu): 155 Miyakoshi, Tatsuyoshi (miyakoshi@hosei.ac.jp): 61 MIYATA, Yuzuru (miyata@ace.tut.ac.jp): 7 , 33 , 138 Moen, Espen Rasmus (email not available): 28 Mohlmann, Jan (j.mohlmann@vu.nl): 171 MOIZEAU, Fabien (email not available): 128 Molloy, Raven (email not available): 28 Molloy, Raven (raven.s.molloy@frb.gov): 28 Monasterio, Leonardo M (leonardo.monasterio@gmail.com): 157 Monras, Joan (jm3364@gmail.com): 29 , 102 , 126 Monte-Mór, Roberto Luis de Melo (montemor@cedeplar.ufmg.br): 154 Montero Ledezma, Paola Liliana (email not available): 168 , 184 Montero Ledezma, Paola Liliana (paola.montero@ne.su.se): 184 Moore, Michael S (Michael.Moore5@rockets.utoledo.edu): 106 Moradi, Alexander (email not available): 182 Morales, Eduardo (ecmorale@princeton.edu): 29 , 102 Morency, Catherine (cmorency@polymtl.ca): 9 Moreno, Blanca (morenob@uniovi.es): 62 Mori, Tomoya (email not available): 21 Morita, Tadashi (t-morita@kindai.ac.jp): 153 Mossay, Pascal (email not available): 107 Mossay, Pascal (p.mossay@reading.ac.uk): 107 Moszoro, Marian W (mmoszoro@berkeley.edu): 175 Motta, Glaucia Possas (glaucia.possas@gmail.com): 81 , 135 Moulton, Jeremy G (moulton@email.unc.edu): 114 Mourão Moura, Ana Clara (anaclara@ufmg.br): 100 , 189 Mu, Jianhong (mujh1024@gmail.com): 73 Mukerji, Purba (purbam@hotmail.com): 125 Mulder, Peter (p.mulder@vu.nl): 177 Muldrow, Melody (mimuldrow@ualr.edu): 80 Mulhollen, Aaron (amulholl@masonlive.gmu.edu): 40 Munasib, Abdul (munasib@uga.edu): 164 Munday, Max C (mundaymc@cf.ac.uk): 170 Munroe, Darla (munroe.9@osu.edu): 194 Murakami, Daisuke (murakami.daisuke@nies.go.jp): 14 Murata, Yasusada (email not available): 26 Murata, Yasusada (murata.yasusada@nihon-u.ac.jp): 26 murdoch, James C (murdoch@utdallas.edu): 102 Murphy, Daniel Patrick (email not available): 107 Murray, Alan T (atmurray@asu.edu): 84 , 103 , 121 , 140 , 160 , 178 Mustra, Vinko (vmustra@efst.hr): 97 Nadalin, Vanessa G (vanessa.nadalin@ipea.gov.br): 37 Naghsh Nejad, Maryam (Naghshnejad@iza.org): 133 Nakagawa, Kuninori (kuninori@silver.ocn.ne.jp): 153 Nakajima, Kentaro (nakajima.kentaro@gmail.com): 137 Nakajima, Ryo (email not available): 26 Nakamura, Shohei (shohei.nakamura07@gmail.com): 37 Nakazawa, Eiichi (a1.nkzw@gmail.com): 117 Naldi, Lucia (lucia.naldi@ihh.hj.se): 35

Nam, Kyung-Min (kmnam@hku.hk): 177 Namin, Sima (sima.mehdizadegannamin@mavs.uta.edu): 189 Nathan, Max (m.a.nathan@lse.ac.uk): 144 Neffke, Frank (frank_neffke@hks.harvard.edu): 183 Neffke, Frank (email not available): 183 Nenov, Plamen (email not available): 28 Nenov, Plamen (plamen.nenov@bi.no): 28 Neumark, David (email not available): 184 Newbold, Bruce (newbold@mcmaster.ca): 11 Newburn, David (dnewburn@umd.edu): 136 , 190 Niblett, Matthew (mniblett@geog.ucsb.edu): 84 Niblett, Timothy (tniblett@geog.ucsb.edu): 58 Nijkamp, Peter (p.nijkamp@vu.nl): 77 , 101 , 116 , 137 Nilsson, Isabelle M (isabelle.nilsson@rockets.utoledo.edu): 14 Nilsson, Pia (pia.nilsson@ihh.hj.se): 35 , 52 Niu, Yi (yiniu7@gmail.com): 54 Norihiko, Yamano (yamano.norihiko+narsc@gmail.com): 117 Noronha, Kenya (knoronha@cedeplar.ufmg.br): 135 Novo-Corti, Isabel (isabel.novo.corti@udc.e): 42 Novy, Dennis (d.novy@warwick.ac.uk): 188 Nulle, Grant (grant.nulle@state.co.us): 65 Nunez, Hector (hector.nunez@cide.edu): 60 , 78 Nurdianto, Ditya A (nurdit1980@yahoo.com): 170 O hUallachain , Breandan (ohuallachain@asu.edu): 160 , 191 O\`Donnell, Sharon I (Sharon.I.O`Donnell@census.gov): 83 O`Donnell, Sharon I (sharon@census.gov): 83 Obiadazi, Victoria (veo090020@utdallas.edu): 115 Ocampo Solarte, Hernan (hocampo@uao.edu.co): 15 Ochsen, Carsten (carsten.ochsen@uni-rostock.de): 78 Ogawa, Hikaru (ogawa@soec.nagoya-u.ac.jp): 5 Oh, Jinhwan (joh@ewha.ac.kr): 113 Okiyama, Mitsuru (m-okiyama@gendai.co.jp): 31 Okuyama, Yasuhide (okuyama@kitakyu-u.ac.jp): 161 Oladosu, Gbadebo (oladosuga@ornl.gov): 161 Oram, Christopher (christopher.j.oram@gmail.com): 40 Ortega-Argilés , Raquel (p265320@rug.nl): 122 Osoba, Brian J. (osobabrj@ccsu.edu): 132 Osses, Pablo (posses@ud.ul): 44 Ossokina, Ioulia (email not available): 27 Ossokina, Ioulia (ioulia.ossokina@cpb.nl): 27 Östh, John (john.osth@kultgeog.uu.se): 188 Ota, Mitsuru (ota@sk.tsukuba.ac.jp): 119 Ottaviano, Gianmarco I.P. (email not available): 128 Otto, Anne (email not available): 183 Ovtracht, Nicolas (nicolas.ovtracht@let.ish-lyon.cnrs.fr): 100 , 158 Paez, Antonio (paezha@mcmaster.ca): 9 Pagsuyoin, Sheree (spagsuyoin@uwaterloo.ca): 161 pahle, robert (robert.pahle@asu.edu): 19 Palmer, Charles Edward (email not available): 49 Palmer, Christopher (email not available): 23 Pantazis, Panagiotis (ppantaz@prd.uth.gr): 11

Panzera, Domenica (d.panzera@unich.it): 145 Paredes-Araya, Dusan (dparedesucn@gmail.com): 96 , 98 , 114 , 177 Parent, Olivier (olivier.parent@uc.edu): 158 Parenti, Mathieu (m.parenti@gmail.com): 15 Park, Hogeun (hobark@live.co.kr): 37 Park, Jae-Hyeon (jaehyeon.jay.park@gmail.com): 37 Parker, Jason (parke392@anr.msu.edu): 45 , 83 Partridge, Candace (candace.partridge@ucl.ac.uk): 134 Partridge, Mark D. (partridge.27@osu.edu): 17 , 49 , 86 , 106 , 143 , 164 Pasidis, Ilias (email not available): 88 Patel, Amit (apatelh@gmu.edu): 37 , 58 , 92 Patrick, Carlianne (cpatrick@gsu.edu): 20 Patuelli, Roberto (roberto.patuelli@unibo.it): 178 Paulin, Geoffrey (paulin.geoffrey@bls.gov): 16 Pearson, Kevin (morrispearson@gmail.com): 114 pellegrini, guido (guido.pellegrini@uniroma1.it): 172 , 175 PENA LEVANO, LUIS MOISES (lpenalev@purdue.edu): 188 PENA-LEVANO, PRISCILLA M (priscillamirella.penalevano@facebook.com): 188 PENA-LEVANO, WILLIAM J (williamjesus.penalevano@facebook.com): 188 Pender, John (jpender@ers.usda.gov): 18 , 45 , 95 , 173 Peng, Shin-Kun (speng@econ.sinica.edu.tw): 178 Pennerstorfer, Dieter (dieter.pennerstorfer@wifo.ac.at): 94 Percoco, Marco (marco.percoco@unibocconi.it): 11 , 79 Pereda, Paula (paulapereda@gmail.com): 6 Pereda, Paula Carvalho (pereda@usp.br): 51 , 81 Pereira, Diego (dpereira@alumnos.uai.cl): 95 Perez Cervantes, Fernando Diego (email not available): 182 Perez, Javier (gjavierperezv@gmail.com): 72 Perez-Burgos, Javier I (j.perezburgos@uniandes.edu.co): 31 , 80 , 156 Perobelli, Fernando Salgueiro (fernando.perobelli@ufjf.edu.br): 117 , 134 Persky, Joseph (email not available): 48 Petras, Tricia L (tricia.petras@gmail.com): 73 Pfoser, Dieter (dpfoser@gmu.edu): 43 Phan thi Hong , Van (Van.Phan-thi-Hong@iab.de): 132 Phillips, David (email not available): 166 Photis, Yorgos N. (yphotis@mail.ntua.gr): 40 , 111 Picard, Pierre M (email not available): 107 Picard, Pierre M (pierre.picard@uni.lu): 107 Pietrobelli, Carlo (carlop@iadb.org): 38 Piguet, Virginie (virginie.piguet@dijon.inra.fr): 86 Pillich, Jose (pillich@gmail.com): 159 Pinchbeck, Edward W. (E.W.Pinchbeck@lse.ac.uk): 131 Pines, David (email not available): 26 Pinto, Cristine (cristine.pinto@fgv.br): 74 Pinto, Santiago M. (email not available): 126 Piras, Gianfranco (gpiras@mac.com): 165 Pirinen, Rauno Ilmari (rauno.pirinen@laurea.fi): 53 Plane, David (plane@email.arizona.edu): 104 Plascencia, Fernando (jp975@cornell.edu): 74 Polese, Mario (mario.polese@ucs.inrs.ca): 177 Poot, Jacques (jpoot@waikato.ac.nz): 72 , 104

Popick, Stephen J (stephenpopick@gmail.com): 119 Portnykh, Margarita (portnyk@clemson.edu): 155 Postiglione, Paolo (postigli@unich.it): 55 , 145 Potlogea, Andrei Victor (email not available): 167 Potlogea, Andrei Victor (andrei.potlogea@upf.edu): 167 Potters, Lesley (Lesley.POTTERS@ec.europa.eu): 157 , 193 Poulhes, Mathilde (mathilde.poulhes@insee.fr): 141 Prado, Jefferson (pradocp7@gmail.com): 51 Prasanna, Satya (spbambam@gmail.com): 31 Prastacos, Poulicos (poulicos@iacm.forth.gr): 177 Prawat, Richard S. (rsprawat@msu.edu): 53 Prawat, Theodore R. (email not available): 53 Prieto, William Orlando (william_prt@yahoo.com): 13 Proque, Andressa Lemes (andressa.proque@ufv.br): 7 Prucha, Ingmar R (prucha@econ.umd.edu): 165 Pruitt, Sandi (Sandi.Pruitt@UTSouthwestern.edu): 102 Psycharis, Ioannis Konstantinos (psycharis@panteion.gr): 11 , 39 PUECH, Florence (florence.puech@u-psud.fr): 14 Puga, Diego (email not available): 128 Puga, Diego (diego.puga@cemfi.es): 128 Py, Loriane (py.loriane@gmail.com): 35 Qian, Haifeng (haifeng-qian@uiowa.edu): 122 , 141 , 162 , 179 , 196 Qiao, Yu (yqiaoumd@gmail.com): 38 , 171 Qibthiyyah, Riatu M (prcrmqx@gmail.com): 39 , 80 , 192 Qin, Yu (email not available): 147 Rabellotti, Roberta (roberta.rabellotti@unipv.it): 38 Rahkovsky, Ilya (email not available): 68 Rajbhandari, Isha (rajbhandari.5@osu.edu): 164 Ralston, Katherine (kralston@ers.usda.gov): 18 Ramajo, Julian (ramajo@unex.es): 79 Ramos, Pedro (pnramos@fe.uc.pt): 56 , 157 Ranucci, Stefano (stefano.ranucci@bancaditalia.it): 192 Rapach, David (rapachde@slu.edu): 115 Rappaport, Jordan (email not available): 168 Redding, Stephen James (email not available): 167 Redding, Stephen James (reddings@princeton.edu): 167 Reed, Davin (email not available): 146 Reggiani, Aura (aura.reggiani@unibo.it): 188 Reid, Neil (neil.reid@utoledo.edu): 106 Reimer, Jeff (Jeff.Reimer@oregonstate.edu): 18 Renkow, Mitch (renkow@ncsu.edu): 95 , 160 Renski, Henry C. (hrenski@larp.umass.edu): 141 Rentschler, Jun E (contact@junrentschler.com): 187 renzi, fabrizio (fabrizio.renzi@bancaditalia.it): 192 Resosudarmo, Budy P (budy.resosudarmo@anu.edu.au): 170 Rey, Sergio (srey@asu.edu): 19 , 32 Reyes, Mario (reyesmf@mcmaster.ca): 9 Reynolds, Nicholas (email not available): 87 Reynolds-Feighan, Aisling J. (aisling.reynolds@ucd.ie): 82 Rhoads, Mohja (mrhoads@usc.edu): 139 Ribeiro, Luiz Carlos Santana (ribeiro.luiz84@gmail.com): 152

Richards, Peter (peter_richards@brown.edu): 64 Richardson, Kathrine E. (Kathrine.richardson@sjsu.edu): 151 Rickman, Dan S (dan.rickman@okstate.edu): 11 , 164 Rispoli, Luke (email not available): 60 Rivkin, Steve (email not available): 48 Robbins, Carol (carol.robbins@bea.gov): 41 Robert-Nicoud, Frederic (email not available): 26 Robinson, Dennis P (dprobinson@ualr.edu): 80 Robinson, Derrick (dzr0010@auburn.edu): 173 Rodriguez, Cesar M (cesar.rodriguez@pdx.edu): 97 Rodríguez-Crespo, Ernesto (ernesto.rodriguez@estudiante.uam.es): 188 Rodríguez-Pose , Andrés (A.Rodriguez-Pose@lse.ac.uk): 8 , 101 , 124 , 188 Rofik, Khoirunurrofik (khoirunurrofik.rofik@gmail.com): 94 Rogers, Cynthia (crogers@ou.edu): 105 , 123 Rogers, Daniel (ROGERSD@si.edu): 92 Rogerson, Peter (rogerson@buffalo.edu): 104 Roh, Bokjin (happyasbj@gmail.com): 91 Rohlin, Shawn (srohlin@kent.edu): 173 Rokicki, Bartlomiej (brokicki@wne.uw.edu.pl): 98 Roller, Marcus (email not available): 109 Romero, Alfredo A (drromeroncat@gmail.com): 95 , 116 Romero, Desiderio (desiderio.romero@urjc.es): 54 Rose, Adam (adam.rose@usc.edu): 161 rosencrants, Troy (rosencra@umflint.edu): 189 Rosenthal, Stuart S. (email not available): 166 Rosenthal, Stuart S. (ssrosent@maxwell.syr.edu): 166 Roskruge, Matthew James (mattr@waikato.ac.nz): 32 , 52 , 72 , 104 Ross, Amanda (email not available): 109 , 133 , 194 Ross, Stephen L (email not available): 48 , 160 Rosso, Anna (a.rosso@niesr.ac.uk): 144 Rothbart, Michah (michah.rothbart@nyu.edu): 172 Rothenberg, Alexander David (email not available): 47 , 147 Rouwendal, Jan (j.rouwendal@vu.nl): 171 Rouwendal, Jan (email not available): 199 Rowe, Francisco (f.rowegonzalez@uq.edu.au): 78 Rua, Gisela (email not available): 168 Rubiera-Morollón, Fernando (frubiera@uniovi.es): 9 , 42 , 98 , 111 , 171 Rubin, Ziv (ziv.rubin@mail.huji.ac.il): 98 Russo, Antonio (russo@kof.ethz.ch): 88 Saboe, Matt (msaboe@wcupa.edu): 179 Sadayuki, Taisuke (tai_rachmaninov@msn.com): 6 Saito, Yukiko Umeno (kysaito.takumisaki@gmail.com): 137 Saiz, Albert (saiz@mit.edu): 136 Sales, Maria de Fatima (mariadefatima.campos@uol.com.br): 163 salloum, Stephanie A (st318884@dal.ca): 186 Sambidi, Pramod (psambidi@h-gac.com): 190 Sampaio de Sousa, Maria Conceição (csampaiodesousa@gmail.com): 135 Sánchez Vidal, María (email not available): 27 Sánchez Vidal, María (mariasanchez@ub.edu): 27 Santiago, Flaviane Souza (santiago.flaviane@gmail.com): 5 Santini, Isabella (isabella.santini@uniroma1.it): 124

Santos, Joost (joost@gwu.edu): 161 Sargento, Ana (ana.sargento@ipleiria.pt): 157 Sarrias, Mauricio (msarrias86@gmail.com): 81 Sasaki, Yuya (email not available): 28 Sastre Gutierrez, Myrna L. (myrna.sastre@gmail.com): 8 Sato, Yasuhiro (email not available): 107 , 146 Savchenko, Olesya (savchen2@illinois.edu): 33 Sayago-Gomez, Juan Tomas (juantomas.sayago@gmail.com): 95 Schaeffer, Peter (peter.schaeffer@mail.wvu.edu): 123 , 163 Schanne, Norbert (norbert.schanne@iab.de): 102 , 133 Schild, Christopher-Johannes (christopher-johannes.schild@fau.de): 102 Schintler, Laurie (lschintl@gmu.edu): 41 Schintler, Laurie A (lschintler@gmu.edu): 120 Schleinkofer, Michael (Michael.Schleinkofer@iab.de): 72 Schlueter, Teresa (email not available): 22 , 128 Schmidheiny, Kurt (email not available): 109 Schmidt-Dengler, Philipp (p.schmidt-dengler@uni-mannheim.de): 94 Schmutz, Benoit (email not available): 67 Schnell, Molly (email not available): 68 Schoenberg, Alina M. (alina.popescu@unibw.de): 32 , 74 Schuetz, Jenny (email not available): 198 Schutz, Nicolas (nicolas.schutz@gmail.com): 94 Schwartz, Amy Ellen (email not available): 108 , 172 , 198 Scott, Darren M (scottdm@mcmaster.ca): 140 searle, Glen (g.searle@uq.edu.au): 100 Sebestyén, Tamás (sebestyent@ktk.pte.hu): 122 , 191 Segi, Shunsuke (shusegi@uwindsor.ca): 63 Segura III, Jerome (jsegura@okcu.edu): 97 , 172 Selod, Harris (email not available): 47 Seo, Boyoung (email not available): 199 Serafinelli, Michel (email not available): 87 Severnini, Edson R (ersevernini@gmail.com): 99 , 152 Shakirova, Ramziya (rshakiro@gmail.com): 61 Shapiro, Matthew (email not available): 199 Sharunova, Vera (email not available): 21 She, Bing (coolnanjizhou@163.com): 19 Shefer, Daniel (shefer@technion.ac.il): 176 Sheng, Long (shenglong24@163.com): 156 Shepotylo, Oleksandr (shepotylo@gmail.com): 60 Sheppard, Stephen (stephen.c.sheppard@williams.edu): 130 Sherdil, Mujahid (msherdil@gmail.com): 75 SHIBUSAWA, Hiroyuki (hiro-shibu@tut.jp): 7 , 33 , 138 Shields, Martin (martin.shields@colostate.edu): 172 Shkolnik, Dmitry (email not available): 27 Shoag, Daniel (dan_shoag@hks.harvard.edu): 98 , 172 Sidibé, Modibo (email not available): 166 Silva, Jose I. (email not available): 22 Silva, Julie A (jasilva@umd.edu): 135 Silva, Thandara Maria Kathleen (thandaraa@hotmail.com): 34 silver, Diana (drs1@nyu.edu): 172 Simon, Curtis J (cjsmn@clemson.edu): 36

Sinha, Parmanand (pxs101220@utdallas.edu): 7 , 43 Siodla, James (email not available): 21 Siodla, James (jrsiodla@colby.edu): 21 Slaper, Timothy (tslaper@indiana.edu): 77 , 122 Smirnov, Oleg A (oleg.smirnov@utoledo.edu): 14 , 62 Smith, Braeton J. (bjsmit@sandia.gov): 6 Smith, Tony E. (tesmith@sas.upenn.edu): 43 , 58 smolders, carine maria (carine.smolders@ugent.be): 93 Sohn, Jungyul (jsohn@snu.ac.kr): 101 Sole Olle, Albert (email not available): 22 Solignac, Manon (solignac@centre-cired.fr): 100 Solignac, Matthieu (email not available): 126 Son, Minsu (msson@snu.ac.kr): 176 Song, Yena (yena@gtck.re.kr): 186 Songsermsawas, Tisorn (songser2@illinois.edu): 31 SOONTHORNDHADA, AMARA (amara.soo@mahidol.ac.th): 5 Soppelsa, Maria Edisa (soppels1@illinois.edu): 33 Soto, Juan D (jsoto01@ucn.cl): 177 Souza, Kênia Barreiro de (keniadesouza@gmail.com): 152 Souza, Pedro CL (pedroclsouza@gmail.com): 181 Spielman, Seth (seth.spielman@colorado.edu): 32 , 83 Stallmann, Judith (stallmannj@missouri.edu): 192 Steegmans, Joep (j.w.a.m.steegmans@uu.nl): 131 Stefanidis, Anthony (astefani@gmu.edu): 43 Stenberg , Peter (stenberg@ers.usda.gov ): 105 , 144 Stephens, Heather (Heather.Stephens@csulb.edu): 49 , 66 Stephens, Heather M (email not available): 49 , 66 Stephens, Philip (pastephe@asu.edu): 19 Stern, Eliahu (elistern@bgu.ac.il): 44 Stickel, Maureen (mostickel@gmail.com): 163 Stiefel, Leanna (email not available): 108 Stiller, Johannes (Johannes.Stiller@wiwi.uni-regensburg.de): 53 Stimson, Robert J (rstimson@unimelb.edu.au): 83 Stokke, Hildegunn (hildegunnes@svt.ntnu.no): 36 Strang, Garrett (gwstrang92@gmail.com): 111 Stuart, Bryan (email not available): 184 Stuart, Bryan (bastuart@umich.edu): 184 Suarez Serrato, Juan Carlos (email not available): 168 Suarez Serrato, Juan Carlos (jc@jcsuarez.com): 168 Suarez, Patricia (suarezcpatricia@uniovi.es): 162 Subhayu, Subhayu.Bandyopadhyay@stls.frb.org (email not available): 126 Sun, Yi (sunyi@casipm.ac.cn): 134 Swales, Kim (j.k.swales@strath.ac.uk): 34 Swartz, Caroline (C.Swartz@uncc.edu): 98 Sweet, Matthias N (sweet@mcmaster.ca): 186 Szerb, Laszlo (azerb@ktk.pte.hu): 122 Szerb, László (szerb@ktk.pte.hu): 122 Tabuchi, Takatoshi (email not available): 183 Takatsuka, Hajime (takatsuka@gsm.kagawa-u.ac.jp): 15 Takayama, Yuki (email not available): 21 Takuma, Fumio (t-fumio@meikai.ac.jp): 140

Tamura, Ryuichi (email not available): 26 Tan, Raymond (raymond.tan@dlsu.edu.ph): 161 Tan, Ying (ying.tan@okstate.edu): 74 Tang, Edward (edward.c.h.tang@gmail.com): 174 Tang, Wai-Yin (alfred1137@gmail.com): 111 Tang, Yang (email not available): 67 Tanton, Robert (robert.tanton@canberra.edu.au): 174 Tavernier, Edmund (tavernier@njaes.rutgers.edu): 163 Taylor, Evan (email not available): 184 Teng, Li (tengli72@sina.com): 33 Teraji, Yusuke (yteraji@tezukayama-u.ac.jp): 138 Teulings, Coen (email not available): 27 Thakur, Sudhir K. (thakurs@csus.edu): 77 Thanapisitikul, Win (w.thanapisitikul@gmail.com): 197 Theyel, Gregory (grt27@cam.ac.uk): 196 Thill, Jean-Claude (Jean-Claude.Thill@uncc.edu): 9 , 43 , 63 , 81 , 92 Thisse, Jacques (email not available): 26 , 183 Thissen, Mark (Mark.Thissen@pbl.nl): 188 , 193 , 197 Thompson, Eric (ethompson2@unl.edu): 85 , 123 Tian, Ming (tianm@bnu.edu.cn): 96 Tian, Yuan (tianyuan0307@126.com): 170 TIAN, ZHENG (zngtian@gmail.com): 96 Tikoudis, Ioannis (i.tikoudis@vu.nl): 159 Todd, Jessica (jtodd@ers.usda.gov): 18 TOKUNAGA, Suminori (tokunaga@reitaku-u.ac.jp): 10 , 31 Tong, Xin (txin1@uci.edu): 190 Tontisirin, Nij (nij@ap.tu.ac.th): 91 Toop, Erin (erin.carrie.toop@gmail.com): 72 Torre, Andre (andre.torre@wanadoo.fr): 122 Toscani, Frederik Giancarlo (email not available): 199 Tran, Tien-Dung (tiendung.tran@let.ish-lyon.cnrs.fr): 158 Tran, Van (theyan2001@yahoo.com): 85 Tranos, Emmanouil (e.tranos@bham.ac.uk): 139 Trevien, Corentin (corentin.trevien@ensae.fr): 118 Tselios, Vassilis (v.tselios@prd.uth.gr): 11 , 39 Tsvetkova, Alexandra A (tsvetkova.alexandra@gmail.com): 54 , 191 Turner, Matthew (Matthew_Turner@brown.edu): 29 Turner, Sidney (jasamcarl@gmail.com): 155 , 173 Twinam, Tate (email not available): 108 Twinam, Tate (tat47@pitt.edu): 108 Urrego, Joaquín (joaco.1022@gmail.com): 175 Ushchev, Philipp (ph.ushchev@gmail.com): 60 , 117 Vakhitov, Volodymyr (vakhitov@kse.org.ua): 35 , 60 Vale, Vinicius A (vinicius.a.vale@gmail.com): 117 , 134 Valletti, Tommaso (email not available): 183 van Dijk, Jouke (jouke.van.dijk@rug.nl): 52 van Leeuwen, Eveline S (e.s.van.leeuwen@vu.nl): 32 , 52 , 178 Van Ommeren, Jos N. (email not available): 148 Van Ommeren, Jos N. (jos.van.ommeren@vu.nl): 148 van Oort, Frank (email not available): 148 Van Oort, Frank (F.G.vanOort@uu.nl): 155 , 193 , 197

Vandegrift, Donald (vandedon@tcnj.edu): 151 Varga, Attila (vargaa@ktk.pte.hu): 122 , 130 , 191 Vargas, Vanessa N (vnvarga@sandia.gov): 6 Vassallo, Moises Diniz (vassallo@usp.br): 82 Vazquez-Grenno, Javier (email not available): 22 Vega, Amaya I (amaya.vega@nuigalway.ie): 82 Vellangany, Isaac (isaacv@rci.rutgers.edu): 123 Venhorst, Viktor (v.a.venhorst@rug.nl): 86 , 194 Venkitasubramanian, Kailas (kvenkita@uncc.edu): 81 Verdugo, Gregory (email not available): 126 Verdugo, Gregory (gregory.verdugo@banque-france.fr): 126 Verhoef, Erik (e.t.verhoef@vu.nl): 42 , 118 , 159 Vermeulen, Wouter (W.Vermeulen@cpb.nl): 52 Veuger, Stan (Stan.Veuger@AEI.org): 172 Vidyattama, Yogi (yogi.vidyattama@canberra.edu.au): 174 Viguié, Vincent (viguie@centre-cired.fr): 159 , 187 Viladecans-Marsal, Elisabet (email not available): 27 , 88 Villa, Juan M (juan.villalora@manchester.ac.uk): 175 Villar, Daniel (daniel.villar@ers.usda.gov): 173 Villarreal, Amado (amado.villarreal@itesm.mx): 181 vom Berge, Philipp (email not available): 22 vom Berge, Philipp (Philipp.Berge@iab.de): 102 , 115 von Ehrlich, Maximilian (email not available): 148 Wahyuni, Any (anywahyuni@hotmail.com): 33 Waldorf, Brigitte S. (bwaldorf@purdue.edu): 51 , 78 , 116 Walker, Robert (rwalker@msu.edu): 113 Wall, Howard (hwall@lindenwood.edu): 115 Wall, Thomas A (twall@gatech.edu): 138 Waller, Bennie D (wallerbd@longwood.edu): 114 Walls, Margaret A (walls@rff.org): 55 , 73 Waluyo, Jati (jw949@cornell.edu): 61 Wang, Bing (twangb@jnu.edu.cn): 152 Wang, Haoying (halking.econ@gmail.com): 31 , 113 , 159 Wang, Hongbo (hongbow@ostatemail.okstate.edu): 11 Wang, Ping (email not available): 67 Wang, Qingfang (qwang7@uncc.edu): 192 Wang, Xiaokun (Cara) (wangx18@rpi.edu): 14 , 42 , 55 , 64 , 118 , 139 Wang, Xize (xizewang@usc.edu): 176 Wang, Zheng (wangzheng@casipm.ac.cn): 33 , 75 , 113 , 134 , 152 , 157 , 170 wang, zheye (smilewangzhy@163.com): 189 Wang, Zhiling (z.wang.vu@gmail.com): 116 Warzinsky, Frederic (fwa@asb.dk): 117 waters, Nigel (nwaters@gmu.edu): 58 Watkins, Kari E (kari.watkins@ce.gatech.edu): 138 Watson, Phil (pwatson@uidaho.edu): 20 Weber, Bruce (bruce.weber@oregonstate.edu): 17 , 45 Weerasooriya, Senal (weerasos@onid.oregonstate.edu): 18 Wei, Fangwu (fw48@drexel.edu): 140 Wei, Ran (ran.wei@utah.edu): 84 Wei, Ran (ranwei@asu.edu): 103 Wei, Yehua (wei@geog.utah.edu): 62

Weiler, Stephan (stephan.weiler@colostate.edu): 17 , 45 , 65 , 85 , 105 , 123 , 163 Weinstein, Amanda L (aweinstein@uakron.edu): 106 , 133 , 164 weinstein, Meryle (mgw216@nyu.edu): 172 Weiss, Christoph (cweiss@wu.ac.at): 94 Welch, Timothy (welch@gatech.edu): 7 Wendland, Nicolai (wendland@vwl.tu-darmstadt.de): 52 Wentland, Scott A (wentlandsa@longwood.edu): 114 Westeren, Knut (knut.i.westeren@hint.no): 105 , 163 Westlund, Hans (hans.westlund@abe.kth.se): 35 , 52 Wicaksono, Gunawan (gw89@cornell.edu): 39 Williams, Eric (Eric.Williams@fns.usda.gov): 18 Williams, Leah (lmwilliams11@students.desu.edu): 18 Williams, Sarah (sew@mit.edu): 120 Wilson, Bradley (driver8@utk.edu): 121 Winters, John (john.winters@okstate.edu): 11 Winters, John V (jvwinte@okstate.edu): 66 Witherbee, Siobhan (switherbee@dal.ca): 158 Wojan, Timothy R (twojan@ers.usda.gov): 142 , 180 Wolf, Levi John (levi.john.wolf@gmail.com): 103 Wong, David W (dwong2@hku.hk): 111 Wong, Maisy (email not available): 47 Wong, Maisy (maisy@wharton.upenn.edu): 47 Woodward, Douglas (woodward@moore.sc.edu): 98 Wren-Lewis, Liam (email not available): 47 Wrenn, Douglas Harvey (dhw121@psu.edu): 136 , 190 WU, Jing (wujing@casipm.ac.cn): 152 Wu, laiyun (laiyunwu@buffalo.edu): 189 Wu, Leying (wly06026160@gmail.com): 157 Wu, Wangke (kobewuwangke@126.com): 111 wu, wenjie (email not available): 69 , 147 , 152 Wurdack, Anja (Anja.Wurdack@iab.de): 102 Wynne, Mark (mark.a.wynne@dal.frb.org): 15 Xiao, Wei (email not available): 146 Xiao, Wei (wei.xiao@ne.su.se): 146 Xu, Chengjin (xuchengjin1989@163.com): 134 Xu, Dafeng (dx42@cornell.edu): 36 , 78 Xu, Yangfei (thuxuyf@126.com): 186 Yamagata, Yoshiki (yamagata@nies.go.jp): 14 Yamamoto, Kazuhiro (yamamoto@econ.osaka-u.ac.jp): 153 Yamasawa, Nariyasu (yamasawa@atomi.ac.jp): 6 Yamashita, Yuh (yuhyama@ssi.ist.hokudai.ac.jp): 119 Yang, Jiawen (jiawenmit@yahoo.com): 42 Yang, Ji-Chung (jcyang@sungkyul.ac.kr): 154 Yang, Zhiyou (austinyangruc@gmail.com): 113 Yao, Jing (jyaoasu@gmail.com): 103 Ye, Xinyue (xye5@kent.edu): 19 , 120 , 189 Yencha, Christopher (cjyencha@mix.wvu.edu): 194 Yildiz, Halis M (hyildiz@economics.ryerson.ca): 187 Yin, Li (liyin@buffalo.edu): 189 Yontcheva, Biliana (Biliana.Yontcheva@wu.ac.at): 94 Yoshida, Jiro (email not available): 28

Yu, Chenxi (yu28@illinois.edu): 137 Yu, Chia-Ming (chiaming.yu@gmail.com): 178 Yu, hongyang (yuhongyang_1000@163.com): 113 Yu, Junbo (jumboyu@gmail.com): 132 Yu, Krista (krista.yu@dlsu.edu.ph): 161 Yun, ChiHyun (chihyun89@gmail.com): 113 Yun, Seong Do (yun16@purdue.edu): 116 Zabel, Jeffrey (email not available): 198 Zabel, Jeffrey (jeff.zabel@tufts.edu): 198 Zahabi, S. Amir (seyed.zahabi@mail.mcgill.ca): 7 Zarutskie, Rebecca (email not available): 28 Zeng, Dao-Zhi (zeng@se.is.tohoku.ac.jp): 15 Zenou, Yves (yves.zenou@ne.su.se): 67 , 107 Zhang , Yizhou (yzhng114@illinois.edu): 137 Zhang, Bingling (bing.zhang@gatech.edu): 138 Zhang, Dapeng (zhangdapeng@live.com): 14 , 42 Zhang, Junfu (email not available): 127 Zhang, Junfu (juzhang@clarku.edu): 127 Zhang, Junfu (email not available): 182 zhang, Qinghua (zhangq@gsm.pku.edu.cn): 186 Zhang, Runsen (zrsnju@gmail.com): 187 Zhang, Ting (tingzhangphd@gmail.com): 139 , 174 Zhao, Dan (misssmileyzhao@gmail.com): 156 Zhao, Xueting (xueting.zhao@mail.wvu.edu): 113 Zheng, Siqi (zhengsiqi@tsinghua.edu.cn): 186 Zhong, Shuai (zhongshuai0714@gmail.com): 31 Zhong, Zhangqi (zzqi111@163.com): 134 zhou, Tingyu (rheazhou@gmail.com): 160 Zhou, Yiwei (zhouy7@rpi.edu): 55 , 139 Zhu, Xiwei (email not available): 183 Zigova, Katarina (katarina.zigova@uni-konstanz.de): 125 Zirulia, Lorenzo (lorenzo.zirulia@unibo.it): 178 Zofío, Jose-Luis (jose.zofio@uam.es): 94 Zolnik, Edmund J. (ezolnik@gmu.edu): 82 Zou, Ben (email not available): 69 zou, wei (serena049@gmail.com): 118