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Kouli O, Murray V, Bhatia S, Cambridge WA, Kawka M, Shafi S, Knight SR, Kamarajah SK, McLean KA, Glasbey JC, Khaw RA, Ahmed W, Akhbari M, Baker D, Borakati A, Mills E, Thavayogan R, Yasin I, Raubenheimer K, Ridley W, Sarrami M, Zhang G, Egoroff N, Pockney P, Richards T, Bhangu A, Creagh-Brown B, Edwards M, Harrison EM, Lee M, Nepogodiev D, Pinkney T, Pearse R, Smart N, Vohra R, Sohrabi C, Jamieson A, Nguyen M, Rahman A, English C, Tincknell L, Kakodkar P, Kwek I, Punjabi N, Burns J, Varghese S, Erotocritou M, McGuckin S, Vayalapra S, Dominguez E, Moneim J, Salehi M, Tan HL, Yoong A, Zhu L, Seale B, Nowinka Z, Patel N, Chrisp B, Harris J, Maleyko I, Muneeb F, Gough M, James CE, Skan O, Chowdhury A, Rebuffa N, Khan H, Down B, Fatimah Hussain Q, Adams M, Bailey A, Cullen G, Fu YXJ, McClement B, Taylor A, Aitken S, Bachelet B, Brousse de Gersigny J, Chang C, Khehra B, Lahoud N, Lee Solano M, Louca M, Rozenbroek P, Rozitis E, Agbinya N, Anderson E, Arwi G, Barry I, Batchelor C, Chong T, Choo LY, Clark L, Daniels M, Goh J, Handa A, Hanna J, Huynh L, Jeon A, Kanbour A, Lee A, Lee J, Lee T, Leigh J, Ly D, McGregor F, Moss J, Nejatian M, O'Loughlin E, Ramos I, Sanchez B, Shrivathsa A, Sincari A, Sobhi S, Swart R, Trimboli J, Wignall P, Bourke E, Chong A, Clayton S, Dawson A, Hardy E, Iqbal R, Le L, Mao S, Marinelli I, Metcalfe H, Panicker D, R HH, Ridgway S, Tan HH, Thong S, Van M, Woon S, Woon-Shoo-Tong XS, Yu S, Ali K, Chee J, Chiu C, Chow YW, Duller A, Nagappan P, Ng S, Selvanathan M, Sheridan C, Temple M, Do JE, Dudi-Venkata NN, Humphries E, Li L, Mansour LT, Massy-Westropp C, Fang B, Farbood K, Hong H, Huang Y, Joan M, Koh C, Liu YHA, Mahajan T, Muller E, Park R, Tanudisastro M, Wu JJG, Chopra P, Giang S, Radcliffe S, Thach P, Wallace D, Wilkes A, Chinta SH, Li J, Phan J, Rahman F, Segaran A, Shannon J, Zhang M, Adams N, Bonte A, Choudhry A, Colterjohn N, Croyle JA, Donohue J, Feighery A, Keane A, McNamara D, Munir K, Roche D, Sabnani R, Seligman D, Sharma S, Stickney Z, Suchy H, Tan R, Yordi S, Ahmed I, Aranha M, El Sabawy D, Garwood P, Harnett M, Holohan R, Howard R, Kayyal Y, Krakoski N, Lupo M, McGilberry W, Nepon H, Scoleri Y, Urbina C, Ahmad Fuad MF, Ahmed O, Jaswantlal D, Kelly E, Khan MHT, Naidu D, Neo WX, O'Neill R, Sugrue M, Abbas JD, Abdul-Fattah S, Azlan A, Barry K, Idris NS, Kaka N, Mc Dermott D, Mohammad Nasir MN, Mozo M, Rehal A, Shaikh Yousef M, Wong RH, Curran E, Gardner M, Hogan A, Julka R, Lasser G, Ní Chorráin N, Ting J, Browne R, George S, Janjua Z, Leung Shing V, Megally M, Murphy S, Ravenscroft L, Vedadi A, Vyas V, Bryan A, Sheikh A, Ubhi J, Vannelli K, Vawda A, Adeusi L, Doherty C, Fitzgerald C, Gallagher H, Gill P, Hamza H, Hogan M, Kelly S, Larry J, Lynch P, Mazeni NA, O'Connell R, O'Loghlin R, Singh K, Abbas Syed R, Ali A, Alkandari B, Arnold A, Arora E, Azam R, Breathnach C, Cheema J, Compton M, Curran S, Elliott JA, Jayasamraj O, Mohammed N, Noone A, Pal A, Pandey S, Quinn P, Sheridan R, Siew L, Tan EP, Tio SW, Toh VTR, Walsh M, Yap C, Yassa J, Young T, Agarwal N, Almoosawy SA, Bowen K, Bruce D, Connachan R, Cook A, Daniell A, Elliott M, Fung HKF, Irving A, Laurie S, Lee YJ, Lim ZX, Maddineni S, McClenaghan RE, Muthuganesan V, Ravichandran P, Roberts N, Shaji S, Solt S, Toshney E, Arnold C, Baker O, Belais F, Bojanic C, Byrne M, Chau CYC, De Soysa S, Eldridge M, Fairey M, Fearnhead N, Guéroult A, Ho JSY, Joshi K, Kadiyala N, Khalid S, Khan F, Kumar K, Lewis E, Magee J, Manetta-Jones D, Mann S, McKeown L, Mitrofan C, Mohamed T, Monnickendam A, Ng AYKC, Ortu A, Patel M, Pope T, Pressling S, Purohit K, Saji S, Shah Foridi J, Shah R, Siddiqui SS, Surman K, Utukuri M, Varghese A, Williams CYK, Yang JJ, Billson E, Cheah E, Holmes P, Hussain S, Murdock D, Nicholls A, Patel P, Ramana G, Saleki M, Spence H, Thomas D, Yu C, Abousamra M, Brown C, Conti I, Donnelly A, Durand M, French N, Goan R, O'Kane E, Rubinchik P, Gardiner H, Kempf B, Lai YL, Matthews H, Minford E, Rafferty C, Reid C, Sheridan N, Al Bahri T, Bhoombla N, Rao BM, Titu L, Chatha S, Field C, Gandhi T, Gulati R, Jha R, Jones Sam MT, Karim S, Patel R, Saunders M, Sharma K, Abid S, Heath E, Kurup D, Patel A, Ali M, Cresswell B, Felstead D, Jennings K, Kaluarachchi T, Lazzereschi L, Mayson H, Miah JE, Reinders B, Rosser A, Thomas C, Williams H, Al-Hamid Z, Alsadoun L, Chlubek M, Fernando P, Gaunt E, Gercek Y, Maniar R, Ma R, Matson M, Moore S, Morris A, Nagappan PG, Ratnayake M, Rockall L, Shallcross O, Sinha A, Tan KE, Virdee S, Wenlock R, Donnelly HA, Ghazal R, Hughes I, Liu X, McFadden M, Misbert E, Mogey P, O'Hara A, Peace C, Rainey C, Raja P, Salem M, Salmon J, Tan CH, Alves D, Bahl S, Baker C, Coulthurst J, Koysombat K, Linn T, Rai P, Sharma A, Shergill A, Ahmed M, Ahmed S, Belk LH, Choudhry H, Cummings D, Dixon Y, Dobinson C, Edwards J, Flint J, Franco Da Silva C, Gallie R, Gardener M, Glover T, Greasley M, Hatab A, Howells R, Hussey T, Khan A, Mann A, Morrison H, Ng A, Osmond R, Padmakumar N, Pervaiz F, Prince R, Qureshi A, Sawhney R, Sigurdson B, Stephenson L, Vora K, Zacken A, Cope P, Di Traglia R, Ferarrio I, Hackett N, Healicon R, Horseman L, Lam LI, Meerdink M, Menham D, Murphy R, Nimmo I, Ramaesh A, Rees J, Soame R, Dilaver N, Adebambo D, Brown E, Burt J, Foster K, Kaliyappan L, Knight P, Politis A, Richardson E, Townsend J, Abdi M, Ball M, Easby S, Gill N, Ho E, Iqbal H, Matthews M, Nubi S, Nwokocha JO, Okafor I, Perry G, Sinartio B, Vanukuru N, Walkley D, Welch T, Yates J, Yeshitila N, Bryans K, Campbell B, Gray C, Keys R, Macartney M, Chamberlain G, Khatri A, Kucheria A, Lee STP, Reese G, Roy choudhury J, Tan WYR, Teh JJ, Ting A, Kazi S, Kontovounisios C, Vutipongsatorn K, Amarnath T, Balasubramanian N, Bassett E, Gurung P, Lim J, Panjikkaran A, Sanalla A, Alkoot M, Bacigalupo V, Eardley N, Horton M, Hurry A, Isti C, Maskell P, Nursiah K, Punn G, Salih H, Epanomeritakis E, Foulkes A, Henderson R, Johnston E, McCullough H, McLarnon M, Morrison E, Cheung A, Cho SH, Eriksson F, Hedges J, Low Z, May C, Musto L, Nagi S, Nur S, Salau E, Shabbir S, Thomas MC, Uthayanan L, Vig S, Zaheer M, Zeng G, Ashcroft-Quinn S, Brown R, Hayes J, McConville R, French R, Gilliam A, Sheetal S, Shehzad MU, Bani W, Christie I, Franklyn J, Khan M, Russell J, Smolarek S, Varadarassou R, Ahmed SK, Narayanaswamy S, Sealy J, Shah M, Dodhia V, Manukyan A, O'Hare R, Orbell J, Chung I, Forenc K, Gupta A, Agarwal A, Al Dabbagh A, Bennewith R, Bottomley J, Chu TSM, Chu YYA, Doherty W, Evans B, Hainsworth P, Hosfield T, Li CH, McCullagh I, Mehta A, Thaker A, Thompson B, Virdi A, Walker H, Wilkins E, Dixon C, Hassan MR, Lotca N, Tong KS, Batchelor-Parry H, Chaudhari S, Harris T, Hooper J, Johnson C, Mulvihill C, Nayler J, Olutobi O, Piramanayagam B, Stones K, Sussman M, Weaver C, Alam F, Al Rawi M, Andrew F, Arrayeh A, Azizan N, Hassan A, Iqbal Z, John I, Jones M, Kalake O, Keast M, Nicholas J, Patil A, Powell K, Roberts P, Sabri A, Segue AK, Shah A, Shaik Mohamed SA, Shehadeh A, Shenoy S, Tong A, Upcott M, Vijayasingam D, Anarfi S, Dauncey J, Devindaran A, Havalda P, Komninos G, Mwendwa E, Norman C, Richards J, Urquhart A, Allan J, Cahya E, Hunt H, McWhirter C, Norton R, Roxburgh C, Tan JY, Ali Butt S, Hansdot S, Haq I, Mootien A, Sanchez I, Vainas T, Deliyannis E, Tan M, Vipond M, Chittoor Satish NN, Dattani A, De Carvalho L, Gaston-Grubb M, Karunanithy L, Lowe B, Pace C, Raju K, Roope J, Taylor C, Youssef H, Munro T, Thorn C, Wong KHF, Yunus A, Chawla S, Datta A, Dinesh AA, Field D, Georgi T, Gwozdz A, Hamstead E, Howard N, Isleyen N, Jackson N, Kingdon J, Sagoo KS, Schizas A, Yin L, Aung E, Aung YY, Franklin S, Han SM, Kim WC, Martin Segura A, Rossi M, Ross T, Tirimanna R, Wang B, Zakieh O, Ben-Arzi H, Flach A, Jackson E, Magers S, Olu abara C, Rogers E, Sugden K, Tan H, Veliah S, Walton U, Asif A, Bharwada Y, Bowley D, Broekhuizen A, Cooper L, Evans N, Girdlestone H, Ling C, Mann H, Mehmood N, Mulvenna CL, Rainer N, Trout I, Gujjuri R, Jeyaraman D, Leong E, Singh D, Smith E, Anderton J, Barabas M, Goyal S, Howard D, Joshi A, Mitchell D, Weatherby T, Badminton R, Bird R, Burtle D, Choi NY, Devalia K, Farr E, Fischer F, Fish J, Gunn F, Jacobs D, Johnston P, Kalakoutas A, Lau E, Loo YNAF, Louden H, Makariou N, Mohammadi K, Nayab Y, Ruhomaun S, Ryliskyte R, Saeed M, Shinde P, Sudul M, Theodoropoulou K, Valadao-Spoorenberg J, Vlachou F, Arshad SR, Janmohamed AM, Noor M, Oyerinde O, Saha A, Syed Y, Watkinson W, Ahmadi H, Akintunde A, Alsaady A, Bradley J, Brothwood D, Burton M, Higgs M, Hoyle C, Katsura C, Lathan R, Louani A, Mandalia R, Prihartadi AS, Qaddoura B, Sandland-Taylor L, Thadani S, Thompson A, Walshaw J, Teo S, Ali S, Bawa JH, Fox S, Gargan K, Haider SA, Hanna N, Hatoum A, Khan Z, Krzak AM, Li T, Pitt J, Tan GJS, Ullah Z, Wilson E, Cleaver J, Colman J, Copeland L, Coulson A, Davis P, Faisal H, Hassan F, Hughes JT, Jabr Y, Mahmoud Ali F, Nahaboo Solim ZN, Sangheli A, Shaya S, Thompson R, Cornwall H, De Andres Crespo M, Fay E, Findlay J, Groves E, Jones O, Killen A, Millo J, Thomas S, Ward J, Wilkins M, Zaki F, Zilber E, Bhavra K, Bilolikar A, Charalambous M, Elawad A, Eleni A, Fawdon R, Gibbins A, Livingstone D, Mala D, Oke SE, Padmakumar D, Patsalides MA, Payne D, Ralphs C, Roney A, Sardar N, Stefanova K, Surti F, Timms R, Tosney G, Bannister J, Clement NS, Cullimore V, Kamal F, Lendor J, McKay J, Mcswiggan J, Minhas N, Seneviratne K, Simeen S, Valverde J, Watson N, Bloom I, Dinh TH, Hirniak J, Joseph R, Kansagra M, Lai CKN, Melamed N, Patel J, Randev J, Sedighi T, Shurovi B, Sodhi J, Vadgama N, Abdulla S, Adabavazeh B, Champion A, Chennupati R, Chu K, Devi S, Haji A, Schulz J, Testa F, Davies P, Gurung B, Howell S, Modi P, Pervaiz A, Zahid M, Abdolrazaghi S, Abi Aoun R, Anjum Z, Bawa G, Bhardwaj R, Brown S, Enver M, Gill D, Gopikrishna D, Gurung D, Kanwal A, Kaushal P, Khanna A, Lovell E, McEvoy C, Mirza M, Nabeel S, Naseem S, Pandya K, Perkins R, Pulakal R, Ray M, Reay C, Reilly S, Round A, Seehra J, Shakeel NM, Singh B, Vijay Sukhnani M, Brown L, Desai B, Elzanati H, Godhaniya J, Kavanagh E, Kent J, Kishor A, Liu A, Norwood M, Shaari N, Wood C, Wood M, Brown A, Chellapuri A, Ferriman A, Ghosh I, Kulkarni N, Noton T, Pinto A, Rajesh S, Varghese B, Wenban C, Aly R, Barciela C, Brookes T, Corrin E, Goldsworthy M, Mohamed Azhar MS, Moore J, Nakhuda S, Ng D, Pillay S, Port S, Abdullah M, Akinyemi J, Islam S, Kale A, Lewis A, Manjunath T, McCabe H, Misra S, Stubley T, Tam JP, Waraich N, Chaora T, Ford C, Osinkolu I, Pong G, Rai J, Risquet R, Ainsworth J, Ayandokun P, Barham E, Barrett G, Barry J, Bisson E, Bridges I, Burke D, Cann J, Cloney M, Coates S, Cripps P, Davies C, Francis N, Green S, Handley G, Hathaway D, Hurt L, Jenkins S, Johnston C, Khadka A, McGee U, Morris D, Murray R, Norbury C, Pierrepont Z, Richards C, Ross O, Ruddy A, Salmon C, Shield M, Soanes K, Spencer N, Taverner S, Williams C, Wills-Wood W, Woodward S, Chow J, Fan J, Guest O, Hunter I, Moon WY, Arthur-Quarm S, Edwards P, Hamlyn V, McEneaney L, N D G, Pranoy S, Ting M, Abada S, Alawattegama LH, Ashok A, Carey C, Gogna A, Haglund C, Hurley P, Leelo N, Liu B, Mannan F, Paramjothy K, Ramlogan K, Raymond-Hayling O, Shanmugarajah A, Solichan D, Wilkinson B, Ahmad NA, Allan D, Amin A, Bakina C, Burns F, Cameron F, Campbell A, Cavanagh S, Chan SMZ, Chapman S, Chong V, Edelsten E, Ekpete O, El Sheikh M, Ghose R, Hassane A, Henderson C, Hilton-Christie S, Husain M, Hussain H, Javid Z, Johnson-Ogbuneke J, Johnston A, Khalil M, Leung TCC, Makin I, Muralidharan V, Naeem M, Patil P, Ravichandran S, Saraeva D, Shankey-Smith W, Sharma N, Swan R, Waudby-West R, Wilkinson A, Wright K, Balasubramanian A, Bhatti S, Chalkley M, Chou WK, Dixon M, Evans L, Fisher K, Gandhi P, Ho S, Lau YB, Lowe S, Meechan C, Murali N, Musonda C, Njoku P, Ochieng L, Pervez MU, Seebah K, Shaikh I, Sikder MA, Vanker R, Alom J, Bajaj V, Coleman O, Finch G, Goss J, Jenkins C, Kontothanassis A, Liew MS, Ng K, Outram M, Shakeel MM, Tawn J, Zuhairy S, Chapple K, Cinnamond A, Coleman S, George HA, Goulder L, Hare N, Hawksley J, Kret A, Luesley A, Mecia L, Porter H, Puddy E, Richardson G, Sohail B, Srikaran V, Tadross D, Tobin J, Tokidis E, Young L, Ashdown T, Bratsos S, Koomson A, Kufuor A, Lim MQ, Shah S, Thorne EPC, Warusavitarne J, Xu S, Abigail S, Ahmed A, Ahmed J, Akmal A, Al-Khafaji M, Amini B, Arshad M, Bogie E, Brazkiewicz M, Carroll M, Chandegra A, Cirelli C, Deng A, Fairclough S, Fung YJ, Gornell C, Green RL, Green SV, Gulamhussein AHM, Isaac AG, Jan R, Jegatheeswaran L, Knee M, Kotecha J, Kotecha S, Maxwell-Armstrong C, McIntyre C, Mendis N, Naing TKP, Oberman J, Ong ZX, Ramalingam A, Saeed Adam A, Tan LL, Towell S, Yadav J, Anandampillai R, Chung S, Hounat A, Ibrahim B, Jeyakumar G, Khalil A, Khan UA, Nair G, Owusu-Ayim M, Wilson M, Kanani A, Kilkelly B, Ogunmwonyi I, Ong L, Samra B, Schomerus L, Shea J, Turner O, Yang Y, Amin M, Blott N, Clark A, Feather A, Forrest M, Hague S, Hamilton K, Higginbotham G, Hope E, Karimian S, Loveday K, Malik H, McKenna O, Noor A, Onsiong C, Patel B, Radcliffe N, Shah P, Tye L, Verma K, Walford R, Yusufi U, Zachariah M, Casey A, Doré C, Fludder V, Fortescue L, Kalapu SS, Karel E, Khera G, Smith C, Appleton B, Ashaye A, Boggon E, Evans A, Faris Mahmood H, Hinchcliffe Z, Marei O, Silva I, Spooner C, Thomas G, Timlin M, Wellington J, Yao SL, Abdelrazek M, Abdelrazik Y, Bee F, Joseph A, Mounce A, Parry G, Vignarajah N, Biddles D, Creissen A, Kolhe S, K T, Lea A, Ledda V, O'Loughlin P, Scanlon J, Shetty N, Weller C, Abdalla M, Adeoye A, Bhatti M, Chadda KR, Chu J, Elhakim H, Foster-Davies H, Rabie M, Tailor B, Webb S, Abdelrahim ASA, Choo SY, Jiwa A, Mangam S, Murray S, Shandramohan A, Aghanenu O, Budd W, Hayre J, Khanom S, Liew ZY, McKinney R, Moody N, Muhammad-Kamal H, Odogwu J, Patel D, Roy C, Sattar Z, Shahrokhi N, Sinha I, Thomson E, Wonga L, Bain J, Khan J, Ricardo D, Bevis R, Cherry C, Darkwa S, Drew W, Griffiths E, Konda N, Madani D, Mak JKC, Meda B, Odunukwe U, Preest G, Raheel F, Rajaseharan A, Ramgopal A, Risbrooke C, Selvaratnam K, Sethunath G, Tabassum R, Taylor J, Thakker A, Wijesingha N, Wybrew R, Yasin T, Ahmed Osman A, Alfadhel S, Carberry E, Chen JY, Drake I, Glen P, Jayasuriya N, Kawar L, Myatt R, Sinan LOH, Siu SSY, Tjen V, Adeboyejo O, Bacon H, Barnes R, Birnie C, D'Cunha Kamath A, Hughes E, Middleton S, Owen R, Schofield E, Short C, Smith R, Wang H, Willett M, Zimmerman M, Balfour J, Chadwick T, Coombe-Jones M, Do Le HP, Faulkner G, Hobson K, Shehata Z, Beattie M, Chmielewski G, Chong C, Donnelly B, Drusch B, Ellis J, Farrelly C, Feyi-Waboso J, Hibell I, Hoade L, Ho C, Jones H, Kodiatt B, Lidder P, Ni Cheallaigh L, Norman R, Patabendi I, Penfold H, Playfair M, Pomeroy S, Ralph C, Rottenburg H, Sebastian J, Sheehan M, Stanley V, Welchman J, Ajdarpasic D, Antypas A, Azouaghe O, Basi S, Bettoli G, Bhattarai S, Bommireddy L, Bourne K, Budding J, Cookey-Bresi R, Cummins T, Davies G, Fabelurin C, Gwilliam R, Hanley J, Hird A, Kruczynska A, Langhorne B, Lund J, Lutchman I, McGuinness R, Neary M, Pampapathi S, Pang E, Podbicanin S, Rai N, Redhouse White G, Sujith J, Thomas P, Walker I, Winterton R, Anderson P, Barrington M, Bhadra K, Clark G, Fowler G, Gibson C, Hudson S, Kaminskaite V, Lawday S, Longshaw A, MacKrill E, McLachlan F, Murdeshwar A, Nieuwoudt R, Parker P, Randall R, Rawlins E, Reeves SA, Rye D, Sirkis T, Sykes B, Ventress N, Wosinska N, Akram B, Burton L, Coombs A, Long R, Magowan D, Ong C, Sethi M, Williams G, Chan C, Chan LH, Fernando D, Gaba F, Khor Z, Les JW, Mak R, Moin S, Ng Kee Kwong KC, Paterson-Brown S, Tew YY, Bardon A, Burrell K, Coldwell C, Costa I, Dexter E, Hardy A, Khojani M, Mazurek J, Raymond T, Reddy V, Reynolds J, Soma A, Agiotakis S, Alsusa H, Desai N, Peristerakis I, Adcock A, Ayub H, Bennett T, Bibi F, Brenac S, Chapman T, Clarke G, Clark F, Galvin C, Gwyn-Jones A, Henry-Blake C, Kerner S, Kiandee M, Lovett A, Pilecka A, Ravindran R, Siddique H, Sikand T, Treadwell K, Akmal K, Apata A, Barton O, Broad G, Darling H, Dhuga Y, Emms L, Habib S, Jain R, Jeater J, Kan CYP, Kathiravelupillai A, Khatkar H, Kirmani S, Kulasabanathan K, Lacey H, Lal K, Manafa C, Mansoor M, McDonald S, Mittal A, Mustoe S, Nottrodt L, Oliver P, Papapetrou I, Pattinson F, Raja M, Reyhani H, Shahmiri A, Small O, Soni U, Aguirrezabala Armbruster B, Bunni J, Hakim MA, Hawkins-Hooker L, Howell KA, Hullait R, Jaskowska A, Ottewell L, Thomas-Jones I, Vasudev A, Clements B, Fenton J, Gill M, Haider S, Lim AJM, Maguire H, McMullan J, Nicoletti J, Samuel S, Unais MA, White N, Yao PC, Yow L, Boyle C, Brady R, Cheekoty P, Cheong J, Chew SJHL, Chow R, Ganewatta Kankanamge D, Mamer L, Mohammed B, Ng Chieng Hin J, Renji Chungath R, Royston A, Sharrad E, Sinclair R, Tingle S, Treherne K, Wyatt F, Maniarasu VS, Moug S, Appanna T, Bucknall T, Hussain F, Owen A, Parry M, Parry R, Sagua N, Spofforth K, Yuen ECT, Bosley N, Hardie W, Moore T, Regas C, Abdel-Khaleq S, Ali N, Bashiti H, Buxton-Hopley R, Constantinides M, D'Afflitto M, Deshpande A, Duque Golding J, Frisira E, Germani Batacchi M, Gomaa A, Hay D, Hutchison R, Iakovou A, Iakovou D, Ismail E, Jefferson S, Jones L, Khouli Y, Knowles C, Mason J, McCaughan R, Moffatt J, Morawala A, Nadir H, Neyroud F, Nikookam Y, Parmar A, Pinto L, Ramamoorthy R, Richards E, Thomson S, Trainer C, Valetopoulou A, Vassiliou A, Wantman A, Wilde S, Dickinson M, Rockall T, Senn D, Wcislo K, Zalmay P, Adelekan K, Allen K, Bajaj M, Gatumbu P, Hang S, Hashmi Y, Kaur T, Kawesha A, Kisiel A, Woodmass M, Adelowo T, Ahari D, Alhwaishel K, Atherton R, Clayton B, Cockroft A, Curtis Lopez C, Hilton M, Ismail N, Kouadria M, Lee L, MacConnachie A, Monks F, Mungroo S, Nikoletopoulou C, Pearce L, Sara X, Shahid A, Suresh G, Wilcha R, Atiyah A, Davies E, Dermanis A, Gibbons H, Hyde A, Lawson A, Lee C, Leung-Tack M, Li Saw Hee J, Mostafa O, Nair D, Pattani N, Plumbley-Jones J, Pufal K, Ramesh P, Sanghera J, Saram S, Scadding S, See S, Stringer H, Torrance A, Vardon H, Wyn-Griffiths F, Brew A, Kaur G, Soni D, Tickle A, Akbar Z, Appleyard T, Figg K, Jayawardena P, Johnson A, Kamran Siddiqui Z, Lacy-Colson J, Oatham R, Rowlands B, Sludden E, Turnbull C, Allin D, Ansar Z, Azeez Z, Dale VH, Garg J, Horner A, Jones S, Knight S, McGregor C, McKenna J, McLelland T, Packham-Smith A, Rowsell K, Spector-Hill I, Adeniken E, Baker J, Bartlett M, Chikomba L, Connell B, Deekonda P, Dhar M, Elmansouri A, Gamage K, Goodhew R, Hanna P, Knight J, Luca A, Maasoumi N, Mahamoud F, Manji S, Marwaha PK, Mason F, Oluboyede A, Pigott L, Razaq AM, Richardson M, Saddaoui I, Wijeyendram P, Yau S, Atkins W, Liang K, Miles N, Praveen B, Ashai S, Braganza J, Common J, Cundy A, Davies R, Guthrie J, Handa I, Iqbal M, Ismail R, Jones C, Jones I, Lee KS, Levene A, Okocha M, Olivier J, Smith A, Subramaniam E, Tandle S, Wang A, Watson A, Wilson C, Chan XHF, Khoo E, Montgomery C, Norris M, Pugalenthi PP, Common T, Cook E, Mistry H, Shinmar HS, Agarwal G, Bandyopadhyay S, Brazier B, 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Waring H, Wu M, Yang T, Ye TTS, Zander A, Zeicu C, Bellam S, Francombe J, Kawamoto N, Rahman MR, Sathyanarayana A, Tang HT, Cheung J, Hollingshead J, Page V, Sugarman J, Wong E, Chiong J, Fung E, Kan SY, Kiang J, Kok J, Krahelski O, Liew MY, Lyell B, Sharif Z, Speake D, Alim L, Amakye NY, Chandrasekaran J, Chandratreya N, Drake J, Owoso T, Thu YM, Abou El Ela Bourquin B, Alberts J, Chapman D, Rehnnuma N, Ainsworth K, Carpenter H, Emmanuel T, Fisher T, Gabrel M, Guan Z, Hollows S, Hotouras A, Ip Fung Chun N, Jaffer S, Kallikas G, Kennedy N, Lewinsohn B, Liu FY, Mohammed S, Rutherfurd A, Situ T, Stammer A, Taylor F, Thin N, Urgesi E, Zhang N, Ahmad MA, Bishop A, Bowes A, Dixit A, Glasson R, Hatta S, Hatt K, Larcombe S, Preece J, Riordan E, Fegredo D, Haq MZ, Li C, McCann G, Stewart D, Baraza W, Bhullar D, Burt G, Coyle J, Deans J, Devine A, Hird R, Ikotun O, Manchip G, Ross C, Storey L, Tan WWL, Tse C, Warner C, Whitehead M, Wu F, Court EL, Crisp E, Huttman M, Mayes F, Robertson H, Rosen H, Sandberg C, Smith H, Al Bakry M, Ashwell W, Bajaj S, Bandyopadhyay D, Browlee O, Burway S, Chand CP, Elsayeh K, Elsharkawi A, Evans E, Ferrin S, Fort-Schaale A, Iacob M, I K, Impelliziere Licastro G, Mankoo AS, Olaniyan T, Otun J, Pereira R, Reddy R, Saeed D, Simmonds O, Singhal G, Tron K, Wickstone C, Williams R, Bradshaw E, De Kock Jewell V, Houlden C, Knight C, Metezai H, Mirza-Davies A, Seymour Z, Spink D, Wischhusen S. Evaluation of prognostic risk models for postoperative pulmonary complications in adult patients undergoing major abdominal surgery: a systematic review and international external validation cohort study. Lancet Digit Health 2022;4:e520-e531. [PMID: 35750401 DOI: 10.1016/s2589-7500(22)00069-3] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/15/2021] [Revised: 01/07/2022] [Accepted: 04/06/2022] [Indexed: 06/15/2023]

Abstract

BACKGROUND

Stratifying risk of postoperative pulmonary complications after major abdominal surgery allows clinicians to modify risk through targeted interventions and enhanced monitoring. In this study, we aimed to identify and validate prognostic models against a new consensus definition of postoperative pulmonary complications.

METHODS

We did a systematic review and international external validation cohort study. The systematic review was done in accordance with the Preferred Reporting Items for Systematic Reviews and Meta-Analyses guidelines. We searched MEDLINE and Embase on March 1, 2020, for articles published in English that reported on risk prediction models for postoperative pulmonary complications following abdominal surgery. External validation of existing models was done within a prospective international cohort study of adult patients (≥18 years) undergoing major abdominal surgery. Data were collected between Jan 1, 2019, and April 30, 2019, in the UK, Ireland, and Australia. Discriminative ability and prognostic accuracy summary statistics were compared between models for the 30-day postoperative pulmonary complication rate as defined by the Standardised Endpoints in Perioperative Medicine Core Outcome Measures in Perioperative and Anaesthetic Care (StEP-COMPAC). Model performance was compared using the area under the receiver operating characteristic curve (AUROCC).

FINDINGS

In total, we identified 2903 records from our literature search; of which, 2514 (86·6%) unique records were screened, 121 (4·8%) of 2514 full texts were assessed for eligibility, and 29 unique prognostic models were identified. Nine (31·0%) of 29 models had score development reported only, 19 (65·5%) had undergone internal validation, and only four (13·8%) had been externally validated. Data to validate six eligible models were collected in the international external validation cohort study. Data from 11 591 patients were available, with an overall postoperative pulmonary complication rate of 7·8% (n=903). None of the six models showed good discrimination (defined as AUROCC ≥0·70) for identifying postoperative pulmonary complications, with the Assess Respiratory Risk in Surgical Patients in Catalonia score showing the best discrimination (AUROCC 0·700 [95% CI 0·683-0·717]).

INTERPRETATION

In the pre-COVID-19 pandemic data, variability in the risk of pulmonary complications (StEP-COMPAC definition) following major abdominal surgery was poorly described by existing prognostication tools. To improve surgical safety during the COVID-19 pandemic recovery and beyond, novel risk stratification tools are required.

FUNDING

British Journal of Surgery Society.

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Sullivan MJP, Lewis SL, Affum-Baffoe K, Castilho C, Costa F, Sanchez AC, Ewango CEN, Hubau W, Marimon B, Monteagudo-Mendoza A, Qie L, Sonké B, Martinez RV, Baker TR, Brienen RJW, Feldpausch TR, Galbraith D, Gloor M, Malhi Y, Aiba SI, Alexiades MN, Almeida EC, de Oliveira EA, Dávila EÁ, Loayza PA, Andrade A, Vieira SA, Aragão LEOC, Araujo-Murakami A, Arets EJMM, Arroyo L, Ashton P, Aymard C. G, Baccaro FB, Banin LF, Baraloto C, Camargo PB, Barlow J, Barroso J, Bastin JF, Batterman SA, Beeckman H, Begne SK, Bennett AC, Berenguer E, Berry N, Blanc L, Boeckx P, Bogaert J, Bonal D, Bongers F, Bradford M, Brearley FQ, Brncic T, Brown F, Burban B, Camargo JL, Castro W, Céron C, Ribeiro SC, Moscoso VC, Chave J, Chezeaux E, Clark CJ, de Souza FC, Collins M, Comiskey JA, Valverde FC, Medina MC, da Costa L, Dančák M, Dargie GC, Davies S, Cardozo ND, de Haulleville T, de Medeiros MB, del Aguila Pasquel J, Derroire G, Di Fiore A, Doucet JL, Dourdain A, Droissart V, Duque LF, Ekoungoulou R, Elias F, Erwin T, Esquivel-Muelbert A, Fauset S, Ferreira J, Llampazo GF, Foli E, Ford A, Gilpin M, Hall JS, Hamer KC, Hamilton AC, Harris DJ, Hart TB, Hédl R, Herault B, Herrera R, Higuchi N, Hladik A, Coronado EH, Huamantupa-Chuquimaco I, Huasco WH, Jeffery KJ, Jimenez-Rojas E, Kalamandeen M, Djuikouo MNK, Kearsley E, Umetsu RK, Kho LK, Killeen T, Kitayama K, Klitgaard B, Koch A, Labrière N, Laurance W, Laurance S, Leal ME, Levesley A, Lima AJN, Lisingo J, Lopes AP, Lopez-Gonzalez G, Lovejoy T, Lovett JC, Lowe R, Magnusson WE, Malumbres-Olarte J, Manzatto ÂG, Marimon BH, Marshall AR, Marthews T, de Almeida Reis SM, Maycock C, Melgaço K, Mendoza C, Metali F, Mihindou V, Milliken W, Mitchard ETA, Morandi PS, Mossman HL, Nagy L, Nascimento H, Neill D, Nilus R, Vargas PN, Palacios W, Camacho NP, Peacock J, Pendry C, Peñuela Mora MC, Pickavance GC, Pipoly J, Pitman N, Playfair M, Poorter L, Poulsen JR, Poulsen AD, Preziosi R, Prieto A, Primack RB, Ramírez-Angulo H, Reitsma J, Réjou-Méchain M, Correa ZR, de Sousa TR, Bayona LR, Roopsind A, Rudas A, Rutishauser E, Abu Salim K, Salomão RP, Schietti J, Sheil D, Silva RC, Espejo JS, Valeria CS, Silveira M, Simo-Droissart M, Simon MF, Singh J, Soto Shareva YC, Stahl C, Stropp J, Sukri R, Sunderland T, Svátek M, Swaine MD, Swamy V, Taedoumg H, Talbot J, Taplin J, Taylor D, ter Steege H, Terborgh J, Thomas R, Thomas SC, Torres-Lezama A, Umunay P, Gamarra LV, van der Heijden G, van der Hout P, van der Meer P, van Nieuwstadt M, Verbeeck H, Vernimmen R, Vicentini A, Vieira ICG, Torre EV, Vleminckx J, Vos V, Wang O, White LJT, Willcock S, Woods JT, Wortel V, Young K, Zagt R, Zemagho L, Zuidema PA, Zwerts JA, Phillips OL. Long-term thermal sensitivity of Earth’s tropical forests. Science 2020;368:869-874. [DOI: 10.1126/science.aaw7578] [Citation(s) in RCA: 121] [Impact Index Per Article: 30.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/10/2019] [Accepted: 03/05/2020] [Indexed: 01/21/2023]

Affiliation(s)

Martin J. P. Sullivan School of Geography, University of Leeds, Leeds, UK Department of Natural Sciences, Manchester Metropolitan University, Manchester, UK
Simon L. Lewis School of Geography, University of Leeds, Leeds, UK Department of Geography, University College London, London, UK
Kofi Affum-Baffoe Mensuration Unit, Forestry Commission of Ghana, Kumasi, Ghana
Carolina Castilho Embrapa Roraima, Brazilian Agricultural Research Corporation (EMBRAPA), Brasília, Brazil
Flávia Costa Instituto Nacional de Pesquisas da Amazônia (INPA), Manaus, Brazil
Aida Cuni Sanchez Department of Ecosystem Science and Sustainability, Colorado State University, Fort Collins, CO, USA Department of Environment and Geography, University of York, York, UK
Corneille E. N. Ewango DR Congo Programme, Wildlife Conservation Society, Kisangani, Democratic Republic of Congo Centre de Formation et de Recherche en Conservation Forestiere (CEFRECOF), Epulu, Democratic Republic of Congo Faculté de Gestion de Ressources Naturelles Renouvelables, Université de Kisangani, Kisangani, Democratic Republic of Congo
Wannes Hubau School of Geography, University of Leeds, Leeds, UK Service of Wood Biology, Royal Museum for Central Africa, Tervuren, Belgium Department of Environment, Laboratory of Wood Technology (Woodlab), Ghent University, Ghent, Belgium
Beatriz Marimon UNEMAT - Universidade do Estado de Mato Grosso, Nova Xavantina-MT, Brazil
Abel Monteagudo-Mendoza Jardín Botánico de Missouri, Oxapampa, Peru
Lan Qie School of Life Sciences, University of Lincoln, Lincoln, UK
Bonaventure Sonké Plant Systematics and Ecology Laboratory, Higher Teachers’ Training College, University of Yaoundé I, Yaoundé, Cameroon
Rodolfo Vasquez Martinez Jardín Botánico de Missouri, Oxapampa, Peru
Timothy R. Baker School of Geography, University of Leeds, Leeds, UK
Roel J. W. Brienen School of Geography, University of Leeds, Leeds, UK
Ted R. Feldpausch Geography, College of Life and Environmental Sciences, University of Exeter, Exeter, UK
David Galbraith School of Geography, University of Leeds, Leeds, UK
Manuel Gloor School of Geography, University of Leeds, Leeds, UK
Yadvinder Malhi Environmental Change Institute, School of Geography and the Environment, University of Oxford, Oxford, UK
Shin-Ichiro Aiba Faculty of Environmental Earth Science, Hokkaido University, Sapporo, Japan
Miguel N. Alexiades School of Anthropology and Conservation, University of Kent, Canterbury, UK
Everton C. Almeida Instituto de Biodiversidade e Florestas, Universidade Federal do Oeste do Pará, Santarém - PA, Brazil
Edmar Almeida de Oliveira Universidade do Estado de Mato Grosso, Cáceres - MT, Brazil
Esteban Álvarez Dávila Escuela de Ciencias Agrícolas, Pecuarias y del Medio Ambiente, National Open University and Distance, Bogotá, Colombia
Patricia Alvarez Loayza Nicholas School of the Environment, Duke University, Durham, NC, USA
Ana Andrade Projeto Dinâmica Biológica de Fragmentos Florestais, Instituto Nacional de Pesquisas da Amazônia, Manaus, Brazil
Simone Aparecida Vieira Universidade Estadual de Campinas, Campinas, SP, Brazil
Luiz E. O. C. Aragão Geography, College of Life and Environmental Sciences, University of Exeter, Exeter, UK National Institute for Space Research (INPE), São José dos Campos, SP, Brazil
Alejandro Araujo-Murakami Museo de Historia Natural Noel Kempff Mercado, Universidad Autónoma Gabriel René Moreno, Santa Cruz, Bolivia
Eric J. M. M. Arets Wageningen Environmental Research, Wageningen, Netherlands
Luzmila Arroyo Dirección de la Carrera de Biología, Universidad Autónoma Gabriel René Moreno, Santa Cruz, Bolivia
Peter Ashton Department of Organismic and Evolutionary Biology, Harvard University, Cambridge, MA, USA
Gerardo Aymard C. Programa de Ciencias del Agro y el Mar, Herbario Universitario, Guanare, Venezuela
Fabrício B. Baccaro Departamento de Biologia, Universidade Federal do Amazonas, Manaus, Brazil
Lindsay F. Banin UK Centre of Ecology and Hydrology, Penicuik, UK
Christopher Baraloto International Center for Tropical Botany, Department of Biological Sciences, Florida International University, Miami, FL, USA
Plínio Barbosa Camargo Centro de Energia Nuclear na Agricultura, Universidade de São Paulo, São Paulo, SP, Brazil
Jos Barlow Lancaster Environment Centre, Lancaster University, Lancaster, UK
Jorcely Barroso Centro Multidisciplinar, Universidade Federal do Acre, Cruzeiro do Sul, AC, Brazil
Jean-François Bastin Institure of Integrative Biology, ETH Zurich, Zurich, Switzerland Department of Environment, Computational and Applied Vegetation Ecology (CAVELab), Ghent University, Ghent, Belgium
Sarah A. Batterman School of Geography, University of Leeds, Leeds, UK Priestley International Centre for Climate, University of Leeds, Leeds, UK Smithsonian Tropical Research Institute, Panama, Panama Cary Institute of Ecosystem Studies, Millbrook, NY, USA
Hans Beeckman Service of Wood Biology, Royal Museum for Central Africa, Tervuren, Belgium
Serge K. Begne School of Geography, University of Leeds, Leeds, UK Plant Systematics and Ecology Laboratory, Higher Teachers’ Training College, University of Yaoundé I, Yaoundé, Cameroon
Amy C. Bennett School of Geography, University of Leeds, Leeds, UK
Erika Berenguer Environmental Change Institute, School of Geography and the Environment, University of Oxford, Oxford, UK Lancaster Environment Centre, Lancaster University, Lancaster, UK
Nicholas Berry The Landscapes and Livelihoods Group, Edinburgh, UK
Lilian Blanc UR Forest and Societies, CIRAD, Montpellier, France
Pascal Boeckx Isotope Bioscience Laboratory (ISOFYS), Ghent University, Ghent, Belgium
Jan Bogaert Gembloux Agro-Bio Tech, University of Liège, Liège, Belgium
Damien Bonal UMR Silva, INRAE, Nancy, France
Frans Bongers Forest Ecology and Forest Management Group, Wageningen University, Wageningen, Netherlands
Matt Bradford CSIRO Land and Water, Australia
Francis Q. Brearley Department of Natural Sciences, Manchester Metropolitan University, Manchester, UK
Terry Brncic Congo Programme, Wildlife Conservation Society, Brazzavile, Republic of Congo
Foster Brown Woods Hole Research Center, Falmouth, MA, USA
Benoit Burban INRAE, UMR EcoFoG, CNRS, CIRAD, AgroParisTech, Université des Antilles, Université de Guyane, 97310 Kourou, French Guiana
José Luís Camargo Projeto Dinâmica Biológica de Fragmentos Florestais, Instituto Nacional de Pesquisas da Amazônia, Manaus, Brazil
Wendeson Castro Programa de Pós-Graduação Ecologia e Manejo de Recursos Naturais, Universidade Federal do Acre, Rio Branco, AC, Brazil
Carlos Céron Herbario Alfredo Paredes, Universidad Central del Ecuador, Quito, Ecuador
Sabina Cerruto Ribeiro Centro de Ciências Biológicas e da Natureza, Universidade Federal do Acre, Rio Branco, AC, Brazil
Victor Chama Moscoso Jardín Botánico de Missouri, Oxapampa, Peru
Jerôme Chave Laboratoire Évolution et Diversité Biologique, UMR 5174 (CNRS/IRD/UPS), CNRS, Toulouse, France
Eric Chezeaux Rougier-Gabon, Libreville, Gabon
Connie J. Clark Nicholas School of the Environment, Duke University, Durham, NC, USA
Fernanda Coelho de Souza School of Geography, University of Leeds, Leeds, UK
Murray Collins Grantham Research Institute on Climate Change and the Environment, London, UK School of Geosciences, University of Edinburgh, Edinburgh, UK
James A. Comiskey Inventory and Monitoring Program, National Park Service, Fredericksburg, VA, USA Smithsonian Institution, Washington, DC, USA
Fernando Cornejo Valverde Proyecto Castaña, Made de Dios, Peru
Massiel Corrales Medina Universidad Nacional de San Agustín de Arequipa, Arequipa, Peru
Lola da Costa Instituto de Geociências, Faculdade de Meteorologia, Universidade Federal do Para, Belém, PA, Brazil
Martin Dančák Faculty of Science, Department of Ecology and Environmental Sciences, Palacký University Olomouc, Olomouc, Czech Republic
Greta C. Dargie School of Geography, University of Leeds, Leeds, UK
Stuart Davies Center for Tropical Forest Science, Smithsonian Tropical Research Institute, Panama, Panama
Nallaret Davila Cardozo Facultad de Ciencias Biológicas, Universidad Nacional de la Amazonía Peruana, Iquitos, Peru
Thales de Haulleville Service of Wood Biology, Royal Museum for Central Africa, Tervuren, Belgium Gembloux Agro-Bio Tech, University of Liège, Liège, Belgium
Marcelo Brilhante de Medeiros Embrapa Genetic Resources and Biotechnology, Brazilian Agricultural Research Corporation (EMBRAPA), Brasília, Brazil
Jhon del Aguila Pasquel Instituto de Investigaciones de la Amazonía Peruana, Iquitos, Peru
Géraldine Derroire Cirad, UMR EcoFoG (AgroParisTech, CNRS, INRAE, Université des Antilles, Université de Guyane), Kourou, French Guiana
Anthony Di Fiore Department of Anthropology, The University of Texas at Austin, Austin, TX, USA
Jean-Louis Doucet Forest Resources Management, Gembloux Agro-Bio Tech, University of Liège, Liège, Belgium
Aurélie Dourdain Cirad, UMR EcoFoG (AgroParisTech, CNRS, INRAE, Université des Antilles, Université de Guyane), Kourou, French Guiana
Vincent Droissart AMAP, Universite de Montpellier, IRD, CNRS, CIRAD, INRAE, Montpellier, France
Luisa Fernanda Duque Socioecosistemas y Cambio Climatico, Fundacion con Vida, Medellín, Colombia
Romeo Ekoungoulou School of Forestry, Beijing Forestry University, Beijing, China
Fernando Elias Institute of Biological Sciences, Universidade Federal do Pará, Belém, PA, Brazil
Terry Erwin National Museum of Natural History, Smithsonian Institution, Washington, DC, USA
Adriane Esquivel-Muelbert School of Geography, Earth and Environmental Sciences, University of Birmingham, Birmingham, UK
Sophie Fauset School of Geography, Earth and Environmental Sciences, University of Plymouth, Plymouth, UK
Joice Ferreira Embrapa Amazônia Oriental, Brazilian Agricultural Research Corporation (EMBRAPA), Brasília, Brazil
Gerardo Flores Llampazo Universidad Nacional Jorge Basadre de Grohmann (UNJBG), Tacna, Peru
Ernest Foli Forestry Research Institute of Ghana (FORIG), Kumasi, Ghana
Andrew Ford CSIRO Land and Water, Australia
Martin Gilpin School of Geography, University of Leeds, Leeds, UK
Jefferson S. Hall Smithsonian Institution Forest Global Earth Observatory (ForestGEO), Smithsonian Tropical Research Institute, Washington, DC, USA
Keith C. Hamer School of Biology, University of Leeds, Leeds, UK
Alan C. Hamilton 128 Busbridge Lane, Godalming, Surrey, UK
David J. Harris Royal Botanic Garden Edinburgh, Edinburgh, UK
Terese B. Hart Lukuru Wildlife Research Foundation, Kinshasa, Democratic Republic of Congo Division of Vertebrate Zoology, Yale Peabody Museum of Natural History, New Haven, CT, USA
Radim Hédl Institute of Botany, Czech Academy of Sciences, Brno, Czech Republic Department of Botany, Palacký University in Olomouc, Olomouc, Czech Republic
Bruno Herault Isotope Bioscience Laboratory (ISOFYS), Ghent University, Ghent, Belgium CIRAD, UPR Forêts et Sociétés, Yamoussoukro, Côte d’Ivoire Institut National Polytechnique Félix Houphouët-Boigny, INP-HB, Yamoussoukro, Côte d’Ivoire
Rafael Herrera Instituto Venezolano de Investigaciones Científicas (IVIC), Caracas, Venezuela
Niro Higuchi Instituto Nacional de Pesquisas da Amazônia (INPA), Manaus, Brazil
Annette Hladik Département Hommes, Natures, Sociétés, Muséum National d'Histoire Naturel, Paris, France
Eurídice Honorio Coronado Instituto de Investigaciones de la Amazonía Peruana, Iquitos, Peru
Isau Huamantupa-Chuquimaco Universidad Nacional de San Antonio Abad del Cusco, Cusco, Peru
Walter Huaraca Huasco Universidad Nacional de San Antonio Abad del Cusco, Cusco, Peru
Kathryn J. Jeffery Biological and Environmental Sciences, University of Stirling, Stirling, UK
Eliana Jimenez-Rojas Instituto IMANI, Universidad Nacional de Colombia, Leticia, Colombia
Michelle Kalamandeen School of Geography, University of Leeds, Leeds, UK Living with Lakes Centre, Laurentian University, Sudbury, Canada Department of Plant Sciences, University of Cambridge, Cambridge, UK
Marie Noël Kamdem Djuikouo Faculté de Gestion de Ressources Naturelles Renouvelables, Université de Kisangani, Kisangani, Democratic Republic of Congo Department of Environment, Laboratory of Wood Technology (Woodlab), Ghent University, Ghent, Belgium Plant Systematics and Ecology Laboratory, Higher Teachers’ Training College, University of Yaoundé I, Yaoundé, Cameroon Faculty of Science, Department of Botany and Plant Physiology, University of Buea, Buea, Cameroon
Elizabeth Kearsley Department of Environment, Computational and Applied Vegetation Ecology (CAVELab), Ghent University, Ghent, Belgium
Ricardo Keichi Umetsu PELD, Universidade do Estado de Mato Grosso, Nova Xavantina-MT, Brazil
Lip Khoon Kho Tropical Peat Research Institute, Malaysian Palm Oil Board, Selangor, Malaysia
Timothy Killeen Agteca, Santa Cruz, Bolivia
Kanehiro Kitayama Graduate School of Agriculture, Kyoto University, Kyoto, Japan
Bente Klitgaard Royal Botanic Gardens Kew, Richmond, London, UK
Alexander Koch Department of Earth Sciences, University of Hong Kong, Pok Ful Lam, Hong Kong Special Administrative Region, China
Nicolas Labrière Laboratoire Évolution et Diversité Biologique, UMR 5174 (CNRS/IRD/UPS), CNRS, Toulouse, France
William Laurance Centre for Tropical Environmental and Sustainability Science (TESS) and College of Marine and Environmental Sciences, James Cook University, Douglas, QLD, Australia
Susan Laurance Centre for Tropical Environmental and Sustainability Science (TESS) and College of Marine and Environmental Sciences, James Cook University, Douglas, QLD, Australia
Miguel E. Leal Uganda Programme, Wildlife Conservation Society, Kampala, Uganda
Aurora Levesley School of Geography, University of Leeds, Leeds, UK
Adriano J. N. Lima Instituto Nacional de Pesquisas da Amazônia (INPA), Manaus, Brazil
Janvier Lisingo Faculté de Gestion de Ressources Naturelles Renouvelables, Université de Kisangani, Kisangani, Democratic Republic of Congo
Aline P. Lopes National Institute for Space Research (INPE), São José dos Campos, SP, Brazil
Gabriela Lopez-Gonzalez School of Geography, University of Leeds, Leeds, UK
Tom Lovejoy Environmental Science and Policy, George Mason University, Fairfax, VA, USA
Jon C. Lovett School of Geography, University of Leeds, Leeds, UK Royal Botanic Gardens Kew, Richmond, London, UK
Richard Lowe Botany Department, University of Ibadan, Ibadan, Nigeria
William E. Magnusson Coordenação da Biodiversidade, Instituto Nacional de Pesquisas da Amazônia (INPA), Mauaus, Brazil
Jagoba Malumbres-Olarte cE3c – Centre for Ecology, Evolution and Environmental Changes / Azorean Biodiversity Group, Universidade dos Açores, Angra do Heroísmo, Azores, Portugal LIBRe – Laboratory for Integrative Biodiversity Research, Finnish Museum of Natural History, University of Helsinki, Helsinki, Finland
Ângelo Gilberto Manzatto Laboratório de Biogeoquímica Ambiental Wolfgang C. Pfeiffer, Universidade Federal de Rondônia, Porto Velho - RO, Brazil
Ben Hur Marimon Faculdade de Ciências Agrárias, Biológicas e Sociais Aplicadas, Universidad do Estado de Mato Grosso, Nova Xavantina-MT, Brazil
Andrew R. Marshall Department of Environment and Geography, University of York, York, UK Tropical Forests and People Research Centre, University of the Sunshine Coast, Sippy Downs, QLD, Australia Flamingo Land Ltd., North Yorkshire, UK
Toby Marthews UK Centre for Ecology and Hydrology, Wallingford, UK
Simone Matias de Almeida Reis UNEMAT - Universidade do Estado de Mato Grosso, Nova Xavantina-MT, Brazil Environmental Change Institute, School of Geography and the Environment, University of Oxford, Oxford, UK
Colin Maycock School of International Tropical Forestry, Universiti Malaysia Sabah, Kota Kinabalu, Malaysia
Karina Melgaço School of Geography, University of Leeds, Leeds, UK
Casimiro Mendoza Escuela de Ciencias Forestales, Unidad Académica del Trópico, Universidad Mayor de San Simón, Sacta, Bolivia
Faizah Metali Faculty of Science, Universiti Brunei Darussalam, Brunei
Vianet Mihindou Agence Nationale des Parcs Nationaux, Libreville, Gabon Ministère de la Forêt, de la Mer, de l'Environnement, Chargé du Plan Climat, Libreville, Gabon
William Milliken Royal Botanic Gardens Kew, Richmond, London, UK
Edward T. A. Mitchard School of Geosciences, University of Edinburgh, Edinburgh, UK
Paulo S. Morandi UNEMAT - Universidade do Estado de Mato Grosso, Nova Xavantina-MT, Brazil
Hannah L. Mossman Department of Natural Sciences, Manchester Metropolitan University, Manchester, UK
Laszlo Nagy Institute of Biology, University of Campinas, Campinas, SP, Brazil
Henrique Nascimento Instituto Nacional de Pesquisas da Amazônia (INPA), Manaus, Brazil
David Neill Facultad de Ingeniería Ambiental, Universidad Estatal Amazónica, Puyo, Pastaza, Ecuador
Reuben Nilus Forest Research Centre, Sabah Forestry Department, Sepilok, Malaysia
Percy Núñez Vargas Instituto Venezolano de Investigaciones Científicas (IVIC), Caracas, Venezuela
Walter Palacios Carrera de Ingeniería Forestal, Universidad Tecnica del Norte, Ibarra, Ecuador
Nadir Pallqui Camacho School of Geography, University of Leeds, Leeds, UK Instituto Venezolano de Investigaciones Científicas (IVIC), Caracas, Venezuela
Julie Peacock School of Geography, University of Leeds, Leeds, UK
Colin Pendry Royal Botanic Garden Edinburgh, Edinburgh, UK
Maria Cristina Peñuela Mora Grupo de Ecosistemas Tropicales y Cambio Global, Universidad Regional Amazónica Ikiam, Tena, Ecuador
Georgia C. Pickavance School of Geography, University of Leeds, Leeds, UK
John Pipoly Public Communications and Outreach Group, Parks and Recreation Division, Oakland Park, FL, USA
Nigel Pitman Keller Science Action Center, Field Museum, Chicago, IL, USA
Maureen Playfair Centre for Agricultural Research in Suriname (CELOS), Paramaribo, Suriname
Lourens Poorter Forest Ecology and Forest Management Group, Wageningen University, Wageningen, Netherlands
John R. Poulsen Nicholas School of the Environment, Duke University, Durham, NC, USA
Axel Dalberg Poulsen Royal Botanic Garden Edinburgh, Edinburgh, UK
Richard Preziosi Department of Natural Sciences, Manchester Metropolitan University, Manchester, UK
Adriana Prieto Instituto de Ciencias Naturales, Universidad Nacional de Colombia, Leticia, Colombia
Richard B. Primack Department of Biology, Boston University, Boston, MA, USA
Hirma Ramírez-Angulo Institute of Research for Forestry Development (INDEFOR), Universidad de los Andes, Mérida, Venezuela
Jan Reitsma Bureau Waardenburg, Culemborg, Netherlands
Maxime Réjou-Méchain AMAP, Universite de Montpellier, IRD, CNRS, CIRAD, INRAE, Montpellier, France
Zorayda Restrepo Correa Socioecosistemas y Cambio Climatico, Fundacion Con Vida, Medellín, Colombia
Thaiane Rodrigues de Sousa Instituto Nacional de Pesquisas da Amazônia (INPA), Manaus, Brazil
Lily Rodriguez Bayona Centro de Conservacion, Investigacion y Manejo de Areas Naturales, CIMA Cordillera Azul, Lima, Peru
Anand Roopsind Iwokrama International Centre for Rainforest Conservation and Development, Georgetown, Guyana
Agustín Rudas Instituto de Ciencias Naturales, Universidad Nacional de Colombia, Leticia, Colombia
Ervan Rutishauser Smithsonian Tropical Research Institute, Panama, Panama Carboforexpert, Geneva, Switzerland
Kamariah Abu Salim Faculty of Science, Universiti Brunei Darussalam, Brunei
Rafael P. Salomão Universidade Federal Rural da Amazônia/CAPES, Belém, PA, Brazil Museu Paraense Emílio Goeldi, Belém, PA, Brazil
Juliana Schietti Instituto Nacional de Pesquisas da Amazônia (INPA), Manaus, Brazil
Douglas Sheil Faculty of Environmental Sciences and Natural Resource Management, Norwegian University of Life Sciences, Ås, Norway
Richarlly C. Silva Centro de Ciências Biológicas e da Natureza, Universidade Federal do Acre, Rio Branco, AC, Brazil Instituto Federal do Acre, Rio Branco, AC, Brazil
Javier Silva Espejo Universidad de San Antonio Abad del Cusco, Cusco, Peru
Camila Silva Valeria Lancaster Environment Centre, Lancaster University, Lancaster, UK
Marcos Silveira Centro de Ciências Biológicas e da Natureza, Universidade Federal do Acre, Rio Branco, AC, Brazil
Murielle Simo-Droissart Plant Systematics and Ecology Laboratory, Higher Teachers’ Training College, University of Yaoundé I, Yaoundé, Cameroon
Marcelo Fragomeni Simon Embrapa Genetic Resources and Biotechnology, Brazilian Agricultural Research Corporation (EMBRAPA), Brasília, Brazil
James Singh Guyana Forestry Commission, Georgetown, Guyana
Yahn Carlos Soto Shareva Jardín Botánico de Missouri, Oxapampa, Peru
Clement Stahl INRAE, UMR EcoFoG, CNRS, CIRAD, AgroParisTech, Université des Antilles, Université de Guyane, 97310 Kourou, French Guiana
Juliana Stropp Departamento de Biogeografía y Cambio Global, Museo Nacional de Ciencias Naturales, Consejo Superior de Investigaciones Científicas (MNCN-CSIC), Madrid, Spain
Rahayu Sukri Faculty of Science, Universiti Brunei Darussalam, Brunei
Terry Sunderland Sustainable Landscapes and Food Systems, Center for International Forestry Research, Bogor, Indonesia Faculty of Forestry, University of British Columbia, Vancouver, Canada
Martin Svátek Department of Forest Botany, Dendrology and Geobiocoenology, Mendel University in Brno, Brno, Czech Republic
Michael D. Swaine Department of Plant and Soil Science, School of Biological Sciences, University of Aberdeen, Aberdeen, UK
Varun Swamy Institute for Conservation Research, San Diego Zoo, San Diego, CA. USA
Hermann Taedoumg Department of Plant Biology, Faculty of Sciences, University of Yaounde 1, Yaoundé, Cameroon Bioversity International, Yaoundé, Cameroon
Joey Talbot School of Geography, University of Leeds, Leeds, UK
James Taplin UK Research and Innovation, Innovate UK, London, UK
David Taylor Department of Geography, National University of Singapore, Singapore
Hans ter Steege Naturalis Biodiversity Center, Leiden, Netherlands Systems Ecology, Vrije Universiteit Amsterdam, Amsterdam, Netherlands
John Terborgh Nicholas School of the Environment, Duke University, Durham, NC, USA
Raquel Thomas Iwokrama International Centre for Rainforest Conservation and Development, Georgetown, Guyana
Sean C. Thomas Faculty of Forestry, University of Toronto, Toronto, Canada
Armando Torres-Lezama Universidad de los Andes, Merida, Colombia
Peter Umunay Wildlife Conservation Society, New York, NY, USA Yale School of Forestry and Environmental Studies, Yale University, New Haven, CT, USA
Luis Valenzuela Gamarra Jardín Botánico de Missouri, Oxapampa, Peru
Geertje van der Heijden School of Geography, University of Notingham, Nottingham, UK
Peter van der Hout Van der Hout Forestry Consulting, Rotterdam, Netherlands
Peter van der Meer Van Hall Larenstein University of Applied Sciences, Velp, Netherlands
Mark van Nieuwstadt Utrecht University, Utrecht, Netherlands
Hans Verbeeck Department of Environment, Computational and Applied Vegetation Ecology (CAVELab), Ghent University, Ghent, Belgium
Ronald Vernimmen Data for Sustainability, Axel, Netherlands
Alberto Vicentini Instituto Nacional de Pesquisas da Amazônia (INPA), Manaus, Brazil
Ima Célia Guimarães Vieira Instituto Federal do Acre, Rio Branco, AC, Brazil
Emilio Vilanova Torre School of Environmental and Forest Sciences, University of Washington, Seattle, OR, USA
Jason Vleminckx International Center for Tropical Botany, Department of Biological Sciences, Florida International University, Miami, FL, USA
Vincent Vos Centro de Investigación y Promoción del Campesinado, La Paz, Bolivia Universidad Autónoma del Beni José Ballivián, Riberalta, Bolivia
Ophelia Wang School of Earth Sciences and Environmental Sustainability, Northern Arizona University, Flagstaff, AZ, USA
Lee J. T. White Biological and Environmental Sciences, University of Stirling, Stirling, UK Agence Nationale des Parcs Nationaux, Libreville, Gabon Institut de Recherche en Ecologie Tropicale, Libreville, Gabon
Simon Willcock School of Natural Sciences, University of Bangor, Bangor, UK
John T. Woods University of Liberia, Monrovia, Liberia
Verginia Wortel Forest Management, Centre for Agricultural Research in Suriname (CELOS), Paramaribo, Suriname
Kenneth Young Department of Geography and The Environment, University of Texas at Austin, Austin, TX, USA
Roderick Zagt Tropenbos International, Wageningen, Netherlands
Lise Zemagho Plant Systematics and Ecology Laboratory, Higher Teachers’ Training College, University of Yaoundé I, Yaoundé, Cameroon
Pieter A. Zuidema Forest Ecology and Forest Management Group, Wageningen University, Wageningen, Netherlands
Joeri A. Zwerts Centre for Agricultural Research in Suriname (CELOS), Paramaribo, Suriname Utrecht University, Utrecht, Netherlands
Oliver L. Phillips School of Geography, University of Leeds, Leeds, UK

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Schepaschenko D, Chave J, Phillips OL, Lewis SL, Davies SJ, Réjou-Méchain M, Sist P, Scipal K, Perger C, Herault B, Labrière N, Hofhansl F, Affum-Baffoe K, Aleinikov A, Alonso A, Amani C, Araujo-Murakami A, Armston J, Arroyo L, Ascarrunz N, Azevedo C, Baker T, Bałazy R, Bedeau C, Berry N, Bilous AM, Bilous SY, Bissiengou P, Blanc L, Bobkova KS, Braslavskaya T, Brienen R, Burslem DFRP, Condit R, Cuni-Sanchez A, Danilina D, Del Castillo Torres D, Derroire G, Descroix L, Sotta ED, d'Oliveira MVN, Dresel C, Erwin T, Evdokimenko MD, Falck J, Feldpausch TR, Foli EG, Foster R, Fritz S, Garcia-Abril AD, Gornov A, Gornova M, Gothard-Bassébé E, Gourlet-Fleury S, Guedes M, Hamer KC, Susanty FH, Higuchi N, Coronado ENH, Hubau W, Hubbell S, Ilstedt U, Ivanov VV, Kanashiro M, Karlsson A, Karminov VN, Killeen T, Koffi JCK, Konovalova M, Kraxner F, Krejza J, Krisnawati H, Krivobokov LV, Kuznetsov MA, Lakyda I, Lakyda PI, Licona JC, Lucas RM, Lukina N, Lussetti D, Malhi Y, Manzanera JA, Marimon B, Junior BHM, Martinez RV, Martynenko OV, Matsala M, Matyashuk RK, Mazzei L, Memiaghe H, Mendoza C, Mendoza AM, Moroziuk OV, Mukhortova L, Musa S, Nazimova DI, Okuda T, Oliveira LC, Ontikov PV, Osipov AF, Pietsch S, Playfair M, Poulsen J, Radchenko VG, Rodney K, Rozak AH, Ruschel A, Rutishauser E, See L, Shchepashchenko M, Shevchenko N, Shvidenko A, Silveira M, Singh J, Sonké B, Souza C, Stereńczak K, Stonozhenko L, Sullivan MJP, Szatniewska J, Taedoumg H, Ter Steege H, Tikhonova E, Toledo M, Trefilova OV, Valbuena R, Gamarra LV, Vasiliev S, Vedrova EF, Verhovets SV, Vidal E, Vladimirova NA, Vleminckx J, Vos VA, Vozmitel FK, Wanek W, West TAP, Woell H, Woods JT, Wortel V, Yamada T, Nur Hajar ZS, Zo-Bi IC. The Forest Observation System, building a global reference dataset for remote sensing of forest biomass. Sci Data 2019;6:198. [PMID: 31601817 PMCID: PMC6787017 DOI: 10.1038/s41597-019-0196-1] [Citation(s) in RCA: 30] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/24/2019] [Accepted: 08/19/2019] [Indexed: 11/09/2022] Open

Affiliation(s)

Dmitry Schepaschenko Ecosystems Services and Management Program, International Institute for Applied Systems Analysis, Laxenburg, A-2361, Austria. Forestry faculty, Bauman Moscow State Technical University, Mytischi, 141005, Russia.
Jérôme Chave Laboratoire Evolution et Diversité Biologique CNRS/Université Paul Sabatier, Toulouse, France
Oliver L Phillips School of Geography, University of Leeds, Leeds, LS2 9JT, UK
Simon L Lewis School of Geography, University of Leeds, Leeds, LS2 9JT, UK University College London, 30 Guilford Street, London, WC1N 1EH, UK
Stuart J Davies Forest Global Earth Observatory, Smithsonian Tropical Research Institute, P.O. Box 37012, Washington 20013, USA
Maxime Réjou-Méchain AMAP, IRD, CNRS, CIRAD, INRA, University Montpellier, Montpellier, France
Plinio Sist CIRAD, Forêts et Sociétés, Campus International de Baillarguet, Montpellier, F-34398, France Forêts et Sociétés, Univ Montpellier, CIRAD, Montpellier, F-34398, France
Klaus Scipal European Space Agency, ESTEC, Noordwijk, The Netherlands
Christoph Perger Ecosystems Services and Management Program, International Institute for Applied Systems Analysis, Laxenburg, A-2361, Austria Spatial Focus GmbH, Vienna, Austria
Bruno Herault CIRAD, Forêts et Sociétés, Campus International de Baillarguet, Montpellier, F-34398, France Forêts et Sociétés, Univ Montpellier, CIRAD, Montpellier, F-34398, France Department Foresterie et Environnement (DFR FOREN), Institut National Polytechnique Félix Houphouët-Boigny, INP-HB, Yamoussoukro, BP 2661, Côte d'Ivoire
Nicolas Labrière Laboratoire Evolution et Diversité Biologique CNRS/Université Paul Sabatier, Toulouse, France
Florian Hofhansl Ecosystems Services and Management Program, International Institute for Applied Systems Analysis, Laxenburg, A-2361, Austria
Kofi Affum-Baffoe Mensuration Unit, Forestry Commission of Ghana, 4 Third Avenue Ridge, Kumasi, POB M434, Ghana
Alexei Aleinikov Center of Forest Ecology and Productivity of the Russian Academy of Sciences, Profsoyuznaya 84/32/14, Moscow, 117997, Russia
Alfonso Alonso Smithsonian Conservation Biology Institute, 1100 Jefferson Dr SW, Suite 3123, Washington, DC, 20560-0705, USA
Christian Amani Centre for International Forestry Research, CIFOR, Jalan CIFOR, Situ Gede, Bogor, 16115, Indonesia
Alejandro Araujo-Murakami Universidad Autonoma Gabriel Rene Moreno, Santa Cruz, Bolivia
John Armston Department of Geographical Sciences, University of Maryland, 2181 Lefrak Hall, College Park, MD, 20742, USA Joint Remote Sensing Research Program, School of Earth and Environmental Sciences, University of Queensland, Chamberlain Building (35), Campbell Road, St Lucia Campus, Brisbane, 4072, Australia
Luzmila Arroyo Museo de Historia Natural Noel Kempff Mercado, Universidad Autónoma Gabriel Rene Moreno Av. Irala 565 - casilla, 2489, Santa Cruz, Bolivia
Nataly Ascarrunz IBIF, Instituto Boliviano de Investigacion Forestal, Av. 6 de agosto # 28, Km 14 doble via La Guardia, Santa Cruz, Casilla, 6204, Bolivia
Celso Azevedo Embrapa, Rodovia AM 10, km 29, Manaus, AM, 69010-970, Brazil
Timothy Baker School of Geography, University of Leeds, Leeds, LS2 9JT, UK
Radomir Bałazy Forest Research Institute, Department of Geomatics, Braci Leśnej 3, Sękocin Stary, Raszyn, 05-090, Poland
Caroline Bedeau ONF, ONF-Réserve de Montabo Cayenne Cedex, Cayenne, BP 7002; 97307, French Guiana
Nicholas Berry The Landscapes and Livelihoods Group, 20 Chambers St, Edinburgh, EH1 1JZ, UK
Andrii M Bilous National University of Life and Environmental Sciences of Ukraine, General Rodimtsev 19, Kyiv, 3041, Ukraine
Svitlana Yu Bilous National University of Life and Environmental Sciences of Ukraine, General Rodimtsev 19, Kyiv, 3041, Ukraine
Pulchérie Bissiengou Herbier National du Gabon (IPHAMETRA), B.P 1165, Libreville, Gabon
Lilian Blanc CIRAD, Forêts et Sociétés, Campus International de Baillarguet, Montpellier, F-34398, France Forêts et Sociétés, Univ Montpellier, CIRAD, Montpellier, F-34398, France
Kapitolina S Bobkova Institute of Biology, Komi Scientific Center, Ural Branch of Russian Academy of Sciences, Kommunisticheskaya 28, Syktyvkar, 167982, Russia
Tatyana Braslavskaya Center of Forest Ecology and Productivity of the Russian Academy of Sciences, Profsoyuznaya 84/32/14, Moscow, 117997, Russia
Roel Brienen School of Geography, University of Leeds, Leeds, LS2 9JT, UK
David F R P Burslem School of Biological Sciences, University of Aberdeen, Cruickshank Building, St Machar Drive, Aberdeen, AB24 3UU, UK
Richard Condit Morton Arboretum, 4100 Illinois Rte. 53, Lisle, 60532, IL, USA
Aida Cuni-Sanchez Department of Environment and Geography, University of York, Heslington, York, YO10 5NG, UK
Dilshad Danilina V.N. Sukachev Institute of Forest, Siberian Branch of the Russian Academy of Science, Academgorodok 50(28), Krasnoyarsk, 660036, Russia
Dennis Del Castillo Torres Instituto de Investigaciones de la Amazonía Peruana, Av. Abelardo Quiñones km 2.5, Iquitos, Apartado Postal 784, Peru
Géraldine Derroire CIRAD, UMR EcoFoG, Campus Agronomique - BP 701, Kourou, 97387, France, French Guiana
Laurent Descroix ONF, ONF-Réserve de Montabo Cayenne Cedex, Cayenne, BP 7002; 97307, French Guiana
Eleneide Doff Sotta Embrapa, Rodovia Juscelino Kubitscheck, Km 5, no 2.600, Macapa, Caixa Postal 10, CEP: 68903-419, Brazil
Marcus V N d'Oliveira Embrapa, BR 364, Caixa postal 321, Rio Branco, CEP 69.900-970, Brazil
Christopher Dresel Ecosystems Services and Management Program, International Institute for Applied Systems Analysis, Laxenburg, A-2361, Austria Spatial Focus GmbH, Vienna, Austria
Terry Erwin SI Entomology, Smithsonian Institution, PO Box 37012, MRC 187, Washington, DC, DC 20013-7012, USA
Mikhail D Evdokimenko V.N. Sukachev Institute of Forest, Siberian Branch of the Russian Academy of Science, Academgorodok 50(28), Krasnoyarsk, 660036, Russia
Jan Falck Department Forest Ecology and Management, The Swedish University of Agricultural Sciences, SLU, Umeå, SE-901 83, Sweden
Ted R Feldpausch Geography, College of Life and Environmental Sciences, University of Exeter,Laver Building, North Park Road, Exeter, EX4 4QE, UK
Ernest G Foli Forestry Research Institute of Ghana, UP Box 63, KNUST, Kumasi, Ghana
Robin Foster The Field Musium, 1400S Lake Shore Dr, Chicago, IL, 60605, USA
Steffen Fritz Ecosystems Services and Management Program, International Institute for Applied Systems Analysis, Laxenburg, A-2361, Austria
Antonio Damian Garcia-Abril Universidad Politecnica de Madrid, Calle Ramiro de Maeztu, 7, Madrid, 28040, Spain
Aleksey Gornov Center of Forest Ecology and Productivity of the Russian Academy of Sciences, Profsoyuznaya 84/32/14, Moscow, 117997, Russia
Maria Gornova Center of Forest Ecology and Productivity of the Russian Academy of Sciences, Profsoyuznaya 84/32/14, Moscow, 117997, Russia
Ernest Gothard-Bassébé Institut Centrafricain de Recherche Agronomique, ICRA, BP 122, Bangui, Central African Republic
Sylvie Gourlet-Fleury CIRAD, Forêts et Sociétés, Campus International de Baillarguet, Montpellier, F-34398, France Forêts et Sociétés, Univ Montpellier, CIRAD, Montpellier, F-34398, France
Marcelino Guedes Embrapa, Rodovia Juscelino Kubitscheck, Km 5, no 2.600, Macapa, Caixa Postal 10, CEP: 68903-419, Brazil
Keith C Hamer School of Biology, University of Leeds, Leeds, LS2 9JT, UK
Farida Herry Susanty FOERDIA, Forestry and Environment Research Development and Innovation Agency, Jalan Gunung Batu No 5, Bogor, 16610, Indonesia
Niro Higuchi Instituto Nacional de Pesquisas da Amazônia - Coordenação de Pesquisas em Silvicultura Tropical, Manaus, 69060-001, Brazil
Eurídice N Honorio Coronado Instituto de Investigaciones de la Amazonía Peruana, Av. Abelardo Quiñones km 2.5, Iquitos, Apartado Postal 784, Peru
Wannes Hubau School of Geography, University of Leeds, Leeds, LS2 9JT, UK U Gent-Woodlab, Laboratory of Wood Technology, Department of Environment, Ghent University, Ghent, 9000, Belgium
Stephen Hubbell Department of Ecology and Evolutionary Biology, University of California, 621 Charles E. Young Dr. South, Los Angeles, CA, 90095-1606, USA
Ulrik Ilstedt Department Forest Ecology and Management, The Swedish University of Agricultural Sciences, SLU, Umeå, SE-901 83, Sweden
Viktor V Ivanov V.N. Sukachev Institute of Forest, Siberian Branch of the Russian Academy of Science, Academgorodok 50(28), Krasnoyarsk, 660036, Russia
Milton Kanashiro Embrapa Amazonia Oriental, Travessa Doutor Enéas Pinheiro, Belém, PA, 66095-903, Brazil
Anders Karlsson Department Forest Ecology and Management, The Swedish University of Agricultural Sciences, SLU, Umeå, SE-901 83, Sweden
Viktor N Karminov Center of Forest Ecology and Productivity of the Russian Academy of Sciences, Profsoyuznaya 84/32/14, Moscow, 117997, Russia
Timothy Killeen World Wildlife Fund, Calle Diego de Mendoza 299, Santa Cruz de la Sierra, Bolivia
Jean-Claude Konan Koffi Sodefor, boulevard François Mitterrand, Cocody, Abidjan, 01BP 3770, Côte d'Ivoire
Maria Konovalova V.N. Sukachev Institute of Forest, Siberian Branch of the Russian Academy of Science, Academgorodok 50(28), Krasnoyarsk, 660036, Russia
Florian Kraxner Ecosystems Services and Management Program, International Institute for Applied Systems Analysis, Laxenburg, A-2361, Austria
Jan Krejza Global Change Research Institute CAS, Bělidla 986/4a, Brno, 603 00, Czech Republic
Haruni Krisnawati FOERDIA, Forestry and Environment Research Development and Innovation Agency, Jalan Gunung Batu No 5, Bogor, 16610, Indonesia
Leonid V Krivobokov V.N. Sukachev Institute of Forest, Siberian Branch of the Russian Academy of Science, Academgorodok 50(28), Krasnoyarsk, 660036, Russia
Mikhail A Kuznetsov Institute of Biology, Komi Scientific Center, Ural Branch of Russian Academy of Sciences, Kommunisticheskaya 28, Syktyvkar, 167982, Russia
Ivan Lakyda National University of Life and Environmental Sciences of Ukraine, General Rodimtsev 19, Kyiv, 3041, Ukraine
Petro I Lakyda National University of Life and Environmental Sciences of Ukraine, General Rodimtsev 19, Kyiv, 3041, Ukraine
Juan Carlos Licona IBIF, Instituto Boliviano de Investigacion Forestal, Av. 6 de agosto # 28, Km 14 doble via La Guardia, Santa Cruz, Casilla, 6204, Bolivia
Richard M Lucas Department of Geography and Earth Sciences, Aberystwyth University, Aberystwyth, SY23 3DB, UK
Natalia Lukina Center of Forest Ecology and Productivity of the Russian Academy of Sciences, Profsoyuznaya 84/32/14, Moscow, 117997, Russia
Daniel Lussetti Department Forest Ecology and Management, The Swedish University of Agricultural Sciences, SLU, Umeå, SE-901 83, Sweden
Yadvinder Malhi School of Geography and the Environment, University of Oxford, Oxford, OX1 3QY, UK
José Antonio Manzanera Universidad Politecnica de Madrid, Calle Ramiro de Maeztu, 7, Madrid, 28040, Spain
Beatriz Marimon Laboratório de Ecologia Vegetal, Universidade do Estado de Mato Grosso, UNEMAT, Campus de Nova Xavantina, Nova Xavantina, Mato Grosso, 78.690-000, Brazil
Ben Hur Marimon Junior Laboratório de Ecologia Vegetal, Universidade do Estado de Mato Grosso, UNEMAT, Campus de Nova Xavantina, Nova Xavantina, Mato Grosso, 78.690-000, Brazil
Rodolfo Vasquez Martinez Jardín Botánico de Missouri; Universidad Nacional de San Antonio Abad del Cusco, Oxapampa, Peru
Olga V Martynenko Russian Institute of Continuous Education in Forestry, Institutskaya 17, Pushkino, 141200, Russia
Maksym Matsala National University of Life and Environmental Sciences of Ukraine, General Rodimtsev 19, Kyiv, 3041, Ukraine
Raisa K Matyashuk Institute for Evolutionary Ecology of the National Academy of Sciences of Ukraine, Lebedev 37, Kyiv, 03143, Ukraine
Lucas Mazzei Embrapa Amazonia Oriental, Travessa Doutor Enéas Pinheiro, Belém, PA, 66095-903, Brazil
Hervé Memiaghe University of Oregon, 1585 E 13th Ave, Eugene, OR, 97403, USA
Casimiro Mendoza Forest Management in Bolivia, Sacta, Bolivia
Abel Monteagudo Mendoza Jardín Botánico de Missouri; Universidad Nacional de San Antonio Abad del Cusco, Oxapampa, Peru
Olga V Moroziuk National University of Life and Environmental Sciences of Ukraine, General Rodimtsev 19, Kyiv, 3041, Ukraine
Liudmila Mukhortova V.N. Sukachev Institute of Forest, Siberian Branch of the Russian Academy of Science, Academgorodok 50(28), Krasnoyarsk, 660036, Russia
Samsudin Musa FRIM Forest Reserach Institute of Malaysia, 52109 Kepong, Selangor, Kuala Lumpur, Malaysia
Dina I Nazimova V.N. Sukachev Institute of Forest, Siberian Branch of the Russian Academy of Science, Academgorodok 50(28), Krasnoyarsk, 660036, Russia
Toshinori Okuda Hiroshima University, 1-7-1 Kagamiyama, Higashi-Hiroshima, Hiroshima, 739-8521, Japan
Luis Claudio Oliveira Embrapa, BR 364, Caixa postal 321, Rio Branco, CEP 69.900-970, Brazil
Petr V Ontikov Forestry faculty, Bauman Moscow State Technical University, Mytischi, 141005, Russia
Andrey F Osipov Institute of Biology, Komi Scientific Center, Ural Branch of Russian Academy of Sciences, Kommunisticheskaya 28, Syktyvkar, 167982, Russia
Stephan Pietsch Ecosystems Services and Management Program, International Institute for Applied Systems Analysis, Laxenburg, A-2361, Austria
Maureen Playfair Center for Agricultural research in Suriname, CELOS, 1914, Paramaribo, Suriname
John Poulsen Nicholas School of the Environment, Duke University, P.O. Box 90328, Durham, NC, 27708, USA
Vladimir G Radchenko Institute for Evolutionary Ecology of the National Academy of Sciences of Ukraine, Lebedev 37, Kyiv, 03143, Ukraine
Kenneth Rodney IIC, The Iwokrama International Centre for Rain Forest Conservation and Development, 77 High Street, Georgetown, Guyana
Andes H Rozak Cibodas Botanic Gardens - Indonesian Institute of Sciences (LIPI), Jl. Kebun Raya Cibodas, Cipanas, Cianjur, 43253, Indonesia
Ademir Ruschel Embrapa Amazonia Oriental, Travessa Doutor Enéas Pinheiro, Belém, PA, 66095-903, Brazil
Ervan Rutishauser Smithsonian Tropical Research Institute, Balboa, Ancon, Panama 3092, Panama
Linda See Ecosystems Services and Management Program, International Institute for Applied Systems Analysis, Laxenburg, A-2361, Austria
Maria Shchepashchenko Russian Institute of Continuous Education in Forestry, Institutskaya 17, Pushkino, 141200, Russia
Nikolay Shevchenko Center of Forest Ecology and Productivity of the Russian Academy of Sciences, Profsoyuznaya 84/32/14, Moscow, 117997, Russia
Anatoly Shvidenko Ecosystems Services and Management Program, International Institute for Applied Systems Analysis, Laxenburg, A-2361, Austria V.N. Sukachev Institute of Forest, Siberian Branch of the Russian Academy of Science, Academgorodok 50(28), Krasnoyarsk, 660036, Russia
Marcos Silveira Museu Universitário, Universidade Federal do Acre, BR 364, Km 04 - Distrito Industrial, Rio Branco, 69915-559, Brazil
James Singh Guyana Forestry Commission, 1 Water Street, Kingston Georgetown, Guyana
Bonaventure Sonké Plant Systematic and Ecology Laboratory, University of Yaoundé I, P.O. Box 047, Yaounde, Cameroon
Cintia Souza Embrapa, Rodovia AM 10, km 29, Manaus, AM, 69010-970, Brazil
Krzysztof Stereńczak Forest Research Institute, Department of Geomatics, Braci Leśnej 3, Sękocin Stary, Raszyn, 05-090, Poland
Leonid Stonozhenko Russian Institute of Continuous Education in Forestry, Institutskaya 17, Pushkino, 141200, Russia
Martin J P Sullivan School of Geography, University of Leeds, Leeds, LS2 9JT, UK
Justyna Szatniewska Global Change Research Institute CAS, Bělidla 986/4a, Brno, 603 00, Czech Republic
Hermann Taedoumg Plant Systematic and Ecology Laboratory, University of Yaoundé I, P.O. Box 047, Yaounde, Cameroon Bioversity international, P.O. Box 2008, Messa, Yaoundé, Cameroun
Hans Ter Steege Naturalis Biodiversity Center, Leiden, The Netherlands
Elena Tikhonova Center of Forest Ecology and Productivity of the Russian Academy of Sciences, Profsoyuznaya 84/32/14, Moscow, 117997, Russia
Marisol Toledo Museo de Historia Natural Noel Kempff Mercado, Universidad Autónoma Gabriel Rene Moreno Av. Irala 565 - casilla, 2489, Santa Cruz, Bolivia
Olga V Trefilova V.N. Sukachev Institute of Forest, Siberian Branch of the Russian Academy of Science, Academgorodok 50(28), Krasnoyarsk, 660036, Russia
Ruben Valbuena School of Natural Sciences, Bangor University, Thoday Building. Deiniol Rd, Bangor, LL57 2UW, United Kingdom
Luis Valenzuela Gamarra Jardín Botánico de Missouri; Universidad Nacional de San Antonio Abad del Cusco, Oxapampa, Peru
Sergey Vasiliev Forestry faculty, Bauman Moscow State Technical University, Mytischi, 141005, Russia
Estella F Vedrova V.N. Sukachev Institute of Forest, Siberian Branch of the Russian Academy of Science, Academgorodok 50(28), Krasnoyarsk, 660036, Russia
Sergey V Verhovets Siberian Federal University, Svobodnyy Ave, 79, Krasnoyarsk, 660041, Russia Reshetnev Siberian state university of science and technology, pr. Mira 82, Krasnoyarsk, 660049, Russia
Edson Vidal Department of Forest Sciences, Luiz de Queiroz College of Agriculture, University of Sao Paolo, PO Box 9, Av. Pádua Dias, 11, Piracicaba, São Paulo, 13418-900, Brazil
Nadezhda A Vladimirova State Nature Reserve Denezhkin Kamen, Lenina, 6, Sverdlovsk reg, Severouralsk, 624480, Russia
Jason Vleminckx International Center for Tropical Botany, Department of Biological Sciences, Florida International University, 11200 S.W. 8th Street, Miami, 33199, FL, USA
Vincent A Vos Universidad Autónoma del Beni, Riberalta, Bolivia
Foma K Vozmitel Forestry faculty, Bauman Moscow State Technical University, Mytischi, 141005, Russia
Wolfgang Wanek Department of Microbiology and Ecosystem Science, Division of Terrestrial Ecosystem research, University of Vienna, Althanstrasse 14, Vienna, A-1090, Austria
Thales A P West New Zealand Forest Research Institute (Scion) Te Papa Tipu Innovation Park, 49 Sala Street, Rotorua, 3046, New Zealand
Hannsjorg Woell Unaffiliated (retired), Sommersbergseestrasse 291, Bad Aussee, 8990, Austria
John T Woods W.R.T College of Agriculture and Forestry, University of Liberia, Capitol Hill, Monrovia, 9020, Liberia
Verginia Wortel Center for Agricultural research in Suriname, CELOS, 1914, Paramaribo, Suriname
Toshihiro Yamada Hiroshima University, 1-7-1 Kagamiyama, Higashi-Hiroshima, Hiroshima, 739-8521, Japan
Zamah Shari Nur Hajar FRIM Forest Research Institute of Malaysia, 52109 Kepong, Selangor, Kuala Lumpur, Malaysia
Irié Casimir Zo-Bi Department Foresterie et Environnement (DFR FOREN), Institut National Polytechnique Félix Houphouët-Boigny, INP-HB, Yamoussoukro, BP 2661, Côte d'Ivoire

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Playfair M. Child development in a Swedish town. Dev Med Child Neurol 1969;11:801-3. [PMID: 5366203 DOI: 10.1111/j.1469-8749.1969.tb01531.x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/14/2023]