Contributors

We thank the contributors of Carob scripts, and the providers of the data that they have standardized. Names are followed by the number of scripts or datasets.

Script authors

Andrew Sila (57); Blessing Dzuda (47); Camila Bonilla (9); Cedric Ngakou (118); Eduardo Garcia Bendito (13); Effie Ochieng’ (17); Fredy Chimire (52); Henry Juarez (45); Hope Mazungunye (8); Jean-Martial Johnson (1); Mary Njogu (3); Mitchelle Njukuya (53); Rachel Mukami (12); Robert Hijmans (250+); Samar Attaher (4); Shumirai Manzvera (26); Siyabusa Mkuhlani (10); Stephen Gichuhi (1)

Dataset institutes

ABC (1); AfricaRice (1); ARARI (1); ARC (1); CIAT (23); CIMMYT (298); CIP (72); CIRAD (6); CRS (1); EIAR (2); ETHZ (1); GMOFA (1); GT (1); ICARDA (5); ICRAF (7); ICRISAT (40); IFPRI (4); IITA (1664); ILRI (3); IRRI (53); ISRIC (1); LUANAR (1); MSU (2); OAF (1); SARC (1); SARI (2); TARI (1); TLC (1); UCD (1); UMD (1); UNL (7); UZIM (1); WUR (1); ZARI (5)

Dataset authors

Abdou, Gonda (1); Abdulsalam, Shiyanbola (5); Abera, T (1); Abhishek, Rathore (1); Abou-Khater, Lynn (1); Acheremu, Kwabena (1); Adebayo, O.E. (1); Ademulegun, Temitope (1); Aderounmu, M. (1); Adewopo, Julius (1); Adinoyi, Aliyu (4); Adjei-Nsiah, Samuel (26); Adnan, A.A. (1); Adofo, Kwadwo (1); Adu, G. B. (1); Afolabi, Agbona (1471); Agamez, Alejandro (1); Ahmed, Sharif (1); Ahmed, Zia Uddin (1); Aina, Olufemi (1471); Ajay, Anurag (7); Ajayi, Oluyede C. (1); Ajeigbe, Hakeem Ayinde (9); Akansake, Daniel (1); Akhter-Ul-Alam, Md. (2); Akinnifesi, Festus K. (2); Akinseye, Folorunso Mathew (4); Akinwale, R.O. (1); Alajo, Agnes (3); Alam, Murshedul (1); Alibu, Simon (1); Aliyu, K.T. (1); Alvaro, Abilio (1); Ammar, Karim (26); Amoros, Walter (2); Ampadu-Boakye, Theresa (28); Andrade, Maria (2); Andreas, Amon (1); Andriamalala, Herizo (1); Angombe, Simon (1); Anwar, Mazharul (4); Aramburu Merlos, Fernando (1); Asiedu, Robert (3); Aston, Stephen (1); Atlin, Gary N. (1); Atnafu, Obsa (1); Autfray, Patrice (1); Ayalew, Baye (1); Ayinde, Hakeem Ajeigbe (2); Aynekulu, Ermias (1); Ayuba, Kunihya (6)

Baars, Edward (26); Babaji, B.A. (1); Babu, Raman (1); Badu-Apraku, Baffour (21); Baggs, Elizabeth M. (1); Bahri, Abdeljabar (1); Baijukya, Frederick (28); Balemi, Tesfaye (4); Ball, Anna-Marie (1); Bandogo, A (1); Bandyopadhyay, Ranajit (1); Banik, Narayan Chandra (1); Bankole, Faith A. (1); Barpete, Surendra (1); Bashagaluke, Janvier (1); Bastos, Maria (39); Beebe, Stephen (5); Bhattacharya, Prateek M. (2); Bhuiya, Khairul Alam (1); Birindwa, Damas (1); Blanchart, Eric (1); Blas Romero, Jaen (1); Bolo, Peter Omondi (2); Bonierbale, Meredith (1); Bonierbale, Merideth (30); Boukar, Ousmane (76); Boutfirass, Mohamed (1); Bruelle, Guillaume (1); Burgos, Gabriela (4); Busari, Akanji (1); Bwiire, Girisom (1)

Cabrera, Hector (1); Cairns, Jill E. (1); Cajiao, Cesar (2); Campos, Hugo (1); Carbajal, Mariella (1); Cardinael, Rémi (2); Carter, Joanna (1); Castillo Villaseñor, Luis (1); Ccanto, Raul (2); Chabi, Y.C. (1); Chahar, Mukesh (1); Chamberlin, Jordan (2); Chaminuka, Petronella (1); Charlie, Harvey (1); Chattopadhyay, C. (2); Chaves Barrantes, Néstor Felipe (1); Chernet, Meklit (2); Chigeza, Godfree (1); Chikowo, Regis (28); Chivenge, Pauline (1); Chowdhury, Apurba K. (2); Christian, Randriamandimbisoa (1); Chunga, Paul (1); Cock, James (1); Corbeels, Marc (3); Coulibaly, Adama (9); Craufurd, Peter (7); Crossa, Jose (1); Cyamweshi, Athanase R. (3)

Da Silva, Mayesse (1); Daniell, Tim J. (1); Daoui, Khalid (1); Dar R, Shahnawaz (1); Dar, R Shahnawaz (1); Das, K.K. (2); De Boeck, Bert (1); De Haan, Stef (11); Debusho, Legesse Kassa (1); Delerce, Sylvain Jean (1); Desta, Luseged (1); Dewan, Mahbubur Rahman (1); Dhar, Tapamay (2); Diaz, Catalina (1); Diaz, Federico (1); Diaz, Luis (18); Dicko, Mohammed K. (3); Dobermann, Achim (1); Domas, Raphael (1); Dorado Betancourt, Hugo A. (1); Dorado Betancourt, Hugo A.dres (1); Dunham, Sarah J. (1)

Ebanyat, Peter (26); Egesi, Chiedozie (1471); Ekebu, James (1); Ekobu, Moses (1); Emvula, Emerit (1); Engoke, Canon Norris Savala (1); Ercoli, Laura (2); Erquinio, Efrain (2); Esilaba, Anthony (9); Espinosa Solorio, Avelino (1); Eyzaguirre, Raul (4)

Fabiano, Ezequiel (1); Fakorede, M.A.B. (3); Fasanmade, Y. (1); Fatokun, Christian (76); Flores Garcia, Álvaro (1); Fofana, Mamadou (1); Fonteyne, Simon (9)

G.S, Anil Kumar (1); Garba, I.I. (1); Garcia-Oliveira, Ana Luisa (1); Gardeazabal, Andrea (1); Gastelo, Manuel (56); Gathala, Mahesh K. (9); Gatto, Marcel (1); Gebretsadik, Muuz (1); Gedil, Melaku (1); Getinet, Hirut (1); Ghosh, Anup K. (2); Ghosh, Arunava (2); Giller, Ken (26); Giraldo, Diana (1); Global Maize Program (12); Global Wheat Program (210); Gonda, A. (1); Gora, Manoj K. (1); Govaerts, Bram (3); Govindan, Velu (9); Grahmann, Kathrin (1); Grajales, Miguel (2); Grassini, Patricio (1); Grassroots Trust (1); Gruneberg, Wolfgang (6); Guan, Taiyu (1); Guera, Ouorou Ganni Mariel (2); Gupta, N (1); Gurmessa, Biyensa (1); Gurumu, G (2)

Hailu, G (1); Haruna, A. (1); Hauser, Stefan (4); Heerwaarden, Joost van (26); Hengari, Simeon (1); Hernández-Allica, Javier (1); Hickman, Jonathan (1); Hijbeek, Renske (1); Hingane, Anupama (6); Hlatwyayo, Regina (1); Honsdorf, Nora (4); Hood-Nowotny, Rebbeca (4); HOPE (6); Hossain, Illias (2); Hossain, Monower (1); Hossain, Shakhawat (2); Huising, Jeroen (13); Hyac, Paulin (1)

Icard-Vernière, Christèle (1); Ifie, B. E. (2); Iftikar, Wasim (2); Ignatius, Moben (1); Ignetius, Moben (1); Institut d’Economie Rurale (IER) (1); Inuwa, Abubakar H. (4); Ipinge, Selma (1); Islam, Rashadul (2); Islam, Saiful (8); IWIN Collaborators (210)

Jana, Kholova (1); Janila, P (6); Jaramillo-López, Pablo F. (1); Jarvis, Andy (1); Jat, Hanuman S. (1); Jat, ML (3); Jat, Ramdhan (2); Jibrin, J.M. (1); Jimenez, Daniel (2); Jonah, Jerome (4); Joon, K Rajeev (2); Juarez, Henry (2)

K, Vijay Krishna Kumar (1); K.S, Vinutha (1); Kabambe, Vernon (9); Kachulu, Lizzie (1); Kaizzi, K. C. (1); Kaizzi, Kayuki (1); Kaizzi, Kayuki C. (1); Kakraliya, Manish (1); Kakraliya, Suresh K. (1); Kamai, Nkeki (26); Kamara, Alpha (3); Kamara, Alpha Y. (2); Kanampiu, Fred (26); Kante, Moctar (4); Kapinga, Regina (1); Karrou, Mohammed (1); Karwani, George (2); Katjioungua, Georgina (1); Kawuma, James (1); Kayumba, John (1); Kebede, M (2); Kebede, Mesfin (5); Keil, Alwin (2); Kempen, Bas (1); Khan, A.S.M. (2); Kibunja, C. N. (1); Kibunja, Catherine (2); Kigozi, Benjamin (3); Kihara, Job (14); Kinyua, Michael (2); Koech, Mary N. (1); Korpetis, Evangelos (1); Kouyate, Zoumana (1); Kreuze, Jan (1); Kreye, Christine (3); Krishnan, P. (2); Krupnik, Timothy J. (2); Kühne, Ronald (1); Kulakow, Peter (1471); Kumar, Anup (1); Kumar, Anurag (2); Kumar, Pankaj (2); Kumar, Prabhat (2); Kumar, Sanjay (1); Kumar, Sunil (1); Kumar, Vipin (1); Kumar, Virender (3); Kumar, Vivek (1); Kunihya, Ayuba (1); Kurishi, A.S.M. Alanuzzaman (1); Kurya, Benjamin (6); Kyalo, Gerald (2); Kyei-Boahen, Stephen (1)

Lameck, Nyaligwa (1); Lamo, Jimmy (1); Landeo, Juan (13); Larsen, John (1); Latha, P (1); Lawrence, Godwin O (1); Lawrence, Godwin O. (2); Leal Gonzalez, Abel Jaime (1); Lemaga, Berga (1); Letourmy, Philippe (2); Lilongwe University of Agriculture and Natural Resources (1); Lindqvist-Kreuze, Hannele (5); Loison, Romain (1); Low, Jan (4); Ludemann, Cameron (1); Lugwana, Esther (1); Lulseged, Desta (1); Lum, A. F. (1); Lyamchai, Charles (1)

M, Blummel (1); Maalouf, Fouad (1); Madzonga, Oswin (1); Magaju, Christine (1); Magorokosho, C. (1); Majaliwa, Jackson (4); Makumbi, Rose (3); Makunde, Godwill (2); Malik, RK (5); Maman, N. (1); Maman, Nouri (2); Manandhar, S. (1); Mandal, B.N. (1); Manyasa, Erick (1); Maria, R. (1); Martin, Nicolas F. (1); Mashingaidze, Nester (1); Masuki, Kenneth (7); Matata, Peter (1); McDonald, Andrew (6); McEwan, Margaret (1); McGrath, Steve P (1); Meena, B.R. (2); Mendes, Thiago (2); Mendoza, Alejandro (10); Menkir, Abebe (42); Merckx, Roel (1); Meredith, Bonierbale (1); Mhlanga, Blessing (6); Miah, Azahar A. (1); Miajy, Abu Abdullah (1); Milonas, Ioannis (1); Ministry of Food and Agriculture (MOFA), Republic of Ghana (1); Mishra, Amit (1); Mitra, B. (2); Moeletsi, Mokhele (1); Molla, Samim H. (2); Montanez, Ana (1); Motagi, Babu (6); Mouquet-Rivier, Claire (1); Mpembe, Isaac (2); Msoka, Elizabeth (1); Muhoko, Edward (1); Mukankusi, Clare (1); Mukuralinda, Athanase (1); Mulumuma, Janvier (1); Mulvaney, Michael J. (1); Muñoz Perea , Carlos Germán (1); Muñoz, Luis Armando (1); Munthali, Moses (1); Munthali, Wills (2); Muriuki, Justin (1); Murrell, Scott (1); Mushongi, Arnold (1); Mutambu, Dominic Mwanzia (1); Mutua, John (1); Mutuo, Patrick (1); Muys, Bart (1); Mvuyekure, Simon M. (1); Mwafulirwa, Lumbani (1); Mwanga, Robert (5); Mwaniki, Alex (1); Mwololo, James (1); Myeni, Lindumusa (1)

Nabahungu, Léon N. (3); Nadaf, H (1); Naico, Abdul (2); Nakashona, Natalia (1); Nalivata, Patson (1); Nalley, L. Lanier (1); Namakula, Joweria (3); Namanda, Sam (1); Namatsheve, Talent (1); Naudin, Krishna (1); Nayak, HS (2); Ndungu-Magiroi, Keziah W. (1); Neill, Christopher (1); Nelimor, C. (1); Nguetta, S. P. (1); Ngwira, Amos (1); Nijbroek, Ravic (1); Niringiye, Charles (3); Njoroge, Samuel (9); Njukwe, Emmanuel (1); Nkonde, Davy (2); Nsumba, James (1); Núñez Peñaloza, Omar (1); Nyadzi, Gerson (1); Nyagumbo, Isaiah (1); Nziguheba, Generose (10)

Obeng-Antwi, K. (1); Obeng-Bio, E. (2); Odongo, Benson (1); Ogbe, Greg (1); Ogunsanmi, Thompson (2); Okeyo, Jeremiah (1); Okori, Patrick (1); Okoth, John (1); Oladipo, Olufisola (54); Olarewaju, Ologunde (1); Olowokere, F.A. (1); Ortega-Beltran, Alejandro (1); Ortíz-Monasterio Rosas, José Iván (2); Ortiz, Rodomiro (2); Otema, Milton (1); Otiniano, Ronald (10); Ouattara, Korodjuma (1); Oyakhilomen, O. (1); Oyekunle, M. (1)

P, Srinivasa Rao (1); Palm, Cheryl (10); Pandey, Manish K. (1); Pandey, Renu (2); Pando, Rosmeri (1); Panneerselvam, P (1); Panneerselvam, Peramaiyan (1); Panoras, Ioannis (1); Parida, Nabakishore (2); Parihar, CM (2); Parkes, Elizabeth (1471); Paterson, Eric (1); Patra, Kiranmoy (2); Patra, Subhajit (2); Paudel, Gokul (1); Payne, Thomas (196); Pellegrino, Elisa (2); Peng, Yuan-Ching (1); Perez, Juan Miguel (1); Perez, Willmer (12); Peteti, Prasad (1471); Phiphira, Lloyd (26); Piazza, Gaia (1); Piikki, Kristin (1); Polanía, José (5); Poonia, Shishpal (2); Portal, Leticia (1); Poschenrieder, Charlotte (2); Poudel, Gokul (2); Pozo, Jorge (3); Pradhan, K. (2); Pundir, K Ajay (2); Pypers, Pieter (3)

Quispe, Katherine (31)

Raatz, Bodo (1); Rabary, Bodo (1); Rabbi, Ismail (1471); Rahaman, Ebna (1); Rahman, B.M. Saidur (1); Rahman, Mohammad Atiqur (2); Rai, Ashok (3); Rajendran, Srinivasulu (1); Ramirez, David (1); Rana, Biswajit (2); Randriamanantsoa, Richard (1); Ranjan, Harshit (3); Rao, Idupulapati M (5); Rathi, N. (2); Ravonomanana, Jean Eddy (1); Razouk, Rachid (1); Reynolds, Matthew (19); RHoMIS (1); Ribeiro, P. F. (1); Ricardo, Jose (2); Ricaurte Oyola, Jaumer J (1); Richard, Gibson (1); Rinza, Javier (1); Ripoche, Aude (1); Rivera, Mariela (1); Rojas Cruz, Juan Manuel (2); Ronner, Esther (26); Roobroeck, Dries (4); Ruiz, Yoel (7); Rurinda, Jairos (4); Russo, Tess (1)

S.Manohar, Surendra (1); Sagwal, Pardeep (1); Saha, Abhijit (1); Saint Pierre, Carolina (14); Salako, Felix (1); Salas, Elisa (2); Saldivia Tejeda, Abel (4); Samaddar, Arindam (3); Sameer Kumar, CV (6); San Vicente, Felix (1); Sananka, Alex (1); Sanginga, Jean-Marie (26); Santayana, Monica (4); Sapkota, Tek B. (1); Sarabia, Marcela (1); Sauvadet, Marie (1); Sayula, George (1); Schoper, John (2); Schulte-Geldermann, Elmar (1); Scurrah, Maria (2); Senkoro, C. (1); Senkoro, Catherine (1); Senkoro, Catherine J. (2); Serme, Idriss (1); Seruwu, Godfrey (1); Shahjahan, Md. (1); Shaibu, A.S. (1); Sharma, Parbodh C. (1); Sharma, Sachin (4); Sharma, Sheetal (1); Shepherd, Keith (2); Sherpa, R Sonam (1); Sherpa, Sonam (2); Shew, Aaron M. (1); Shrestha, H.K. (1); Shrestha, Renuka (1); Shrestha, Shukra Raj (1); Shumba, Armwell (1); Siddique, Nur-E-A (2); Sidhu, HS (2); Sila, Andrew (2); Siles, Pablo (1); Sileshi, G. (1); Sileshi, Gudeta W. (3); Silva Avendaño, Columba (1); Simon, Reinhard (1); Singh K, Deepak (1); Singh, AK (3); Singh, Balwinder (4); Singh, Ishwar (1); Singh, K Deepak (1); Singh, L.K. (1); Singh, Madhulika (2); Singh, Pawan (28); Singh, Ravi (131); Singh, Ravi Gopal (2); Singh, Sudhanshu (1); Singh, VK (2); Sinha, A.K. (2); Six, Johan (1); Siyeni, Donald (1); Söderström, Mats (1); Sommer, Rolf (2); Srivasta, Pawan K. (1); Ssali, Reuben (1); Ssemakula, Gorrettie (1); Suarez, Edgar Antonio (1); Sudini, H (2); Sun, Dapeng (1); Swanckaert, Jolien (1); Swennen, Rony (1)

Tack, Jesse B. (1); Talabi, A. O. (1); Talabi, A.O. (1); Talabi, O.A. (2); Tarfa, Bitrus Dawi (1); Tellez, Orlando (1); Tenorio, Fatima Amor (1); Tetteh, A. Y. (1); Thierfelder, Christian (11); Tibebe, Degefie (1); Tijanni, K. (1); Timsina, Jagadish (2); Tito, Alfredo (1); Tiwari, Thakur P. (8); Tobella-Bargues, Aida (1); Tofa, Abdullahi (1); Tondoh, Jerome (1); Torres Zambrano, Juan Pablo (1); Toyinbo, Johnson (1); Trachsel, Samuel (1); Trap, Jean (1); Trevisan, Rodrigo G. (1); Tsaliki, Eleni (1); Tufa, T (1); Tully, Katherine (1); Tumuhairwe, John-Baptist (4); Tumwegamire, Silver (2)

U, Naga Mangala (1); Unda, Trinidad (8); Upadhyaya, Hari D. (1); Uribe-Guerrero, Miguel Ángel (1)

V, Murali T (1); V, Reddy S (1); Vågen, Tor-Gunnar (4); van Ittersum, Martin (1); van Loon, Marloes (1); Vandamme, Elke (1); Vanlauwe, Bernard (30); Vargas, Mateo (1); Varshney, Rajeev K. (1); Vega, Ricardo (2); Velasquez, Federico (1); Verhulst, Nele (12); Vestergård, Mette (1); Villa Alcántara, Jonatan (1)

Wesonga, Charles (1); Weullow, Elvis (1); Whitbread, Anthony M. (1); Winowiecki, Leigh Ann (6); Wiredu, Alexanda Nimo (1); Wivine, Munyahali (1); Woldemeskel, Endalkachew (26); Woomer, Paul (26); Wortmann, Charles S. (9); Wu, William (1)

Yada, Benard (1); Yencho, Craig (3)

Zauisomue, Erlich (1); Zeledón, Yasser (1); Zhang, Xuecai (1); Zheng, Hongjian (1); Zingore, Shamie (10); Zum Felde, Thomas (3); Zziwa, Simon (1)