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 (129); 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 (10); Robert Hijmans (250+); Samar Attaher (4); Shumirai Manzvera (25); Siyabusa Mkuhlani (10); Stephen Gichuhi (1)

Dataset institutes

ABC (1); AfricaRice (1); ARARI (2); ARC (1); CAAS (1); CIAT (22); CIMMYT (297); CIP (72); CIRAD (6); CRS (1); CSU (1); EIAR (2); ETHZ (1); GMOFA (1); GT (1); GU (1); IAU (1); ICARDA (5); ICRAF (7); ICRISAT (40); IFPRI (5); IITA (1655); ILRI (4); IRRI (53); ISRIC (1); LUANAR (1); MSU (2); OAF (1); SARC (1); SARI (2); SIU (1); SU (1); SUA (1); TARI (1); TLC (1); UCD (1); UMD (1); UNL (8); UQ (1); UWM (2); UZIM (1); WUR (2); ZARI (5)

Dataset authors

Abdou, Gonda (1); Abdulkadir, Birhan (1); Abdulsalam, Shiyanbola (5); Abera, T (1); Abou-Khater, Lynn (1); Acheremu, Kwabena (1); Adams, Sam (1); Adebayo, O.E. (1); Ademulegun, Temitope (1); Aderounmu, M. (1); Adewopo, Julius (1); Adinoyi, Aliyu (4); Adjei-Nsiah, Samuel (24); Adnan, A.A. (1); Adofo, Kwadwo (1); Adu, G. B. (1); Adugna, Tolera (1); Afolabi, Agbona (1465); Agamez, Alejandro (1); Ahmed, Sharif (1); Ahmed, Zia Uddin (1); Aina, Olufemi (1465); Ajay, Anurag (7); Ajayi, Oluyede C. (1); Ajebu, Nurfeta (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); Aklilu, Mekasha (1); Alajo, Agnes (3); Alam, Murshedul (1); Alary, Veronique (1); Alibu, Simon (1); Alipour-Abookheili, Farshid (1); Aliyu, K.T. (1); Alvaro, Abilio (1); Ammar, Karim (26); Amoros, Walter (2); Ampadu-Boakye, Theresa (26); Amuri, Nyambilila (1); Andrade, Maria (2); Andreas, Amon (1); Andriamalala, Herizo (1); Angombe, Simon (1); Anil Kumar, G.S. (1); Anwar, Mazharul (4); Aramburu Merlos, Fernando (1); Asiedu, Robert (3); Assogba, Guy Marius (1); 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 (24); Babaji, B.A. (1); Babu, Raman (1); Badu-Apraku, Baffour (21); Baggs, Elizabeth M. (1); Bahri, Abdeljabar (1); Baijukya, Frederick (26); Baines, David (1); Balemi, Tesfaye (4); Ball, Anna-Marie (1); Balogun, Ireti (1); Bandogo, A (1); Bandyopadhyay, Ranajit (1); Banik, Narayan Chandra (1); Bankole, Faith A. (1); Barpete, Surendra (1); Barry, Bradford (1); Bashagaluke, Janvier (1); Bastos, Maria (39); Beebe, Stephen (5); Belew, Tesfahun Alemayehu (1); Bhattacharya, Prateek M. (2); Bhuiya, Khairul Alam (1); Birindwa, Damas (1); Blanchart, Eric (1); Blas Romero, Jaen (1); Blummel, M. (1); Bolo, Peter Omondi (2); Bonierbale, Merideth (32); Boukar, Ousmane (76); Boutfirass, Mohamed (1); Bruelle, Guillaume (1); Burgos, Gabriela (4); Busari, Akanji (1); Bwiire, Girisom (1)

Cabrera, Hector (1); Cahatan, Purificacion (1); Cairns, Jill E. (1); Cajiao, Cesar (2); Campos, Hugo (1); Carbajal, Mariella (1); Cardinael, Rémi (2); Carpena, Pietro (1); Carter, Joanna (1); Castillo Villaseñor, Luis (1); Caulfield, Mark (1); Ccanto, Raul (2); Chabi, Y.C. (1); Chahar, Mukesh (1); Chamberlain Malone, Lindsay (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 (26); Chivenge, Pauline (1); Chowdhury, Apurba K. (2); Christian, Randriamandimbisoa (1); Chunga, Paul (1); Cock, James (1); Conley, Shawn P. (2); Cook, Rachel L. (1); Corbeels, Marc (3); Coulibaly, Adama (6); Craufurd, Peter (7); Crossa, Jose (1); Cruickshank, Alan (1); Cyamweshi, Athanase R. (3)

Da Silva, Mayesse (1); Daniell, Tim J. (1); Daoui, Khalid (1); Dar R, Shahnawaz (1); Dar, Shahnawaz Rasool (1); Das, K.K. (2); De Boeck, Bert (1); De Haan, Stef (11); Debusho, Legesse Kassa (1); Dekker, Marco (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); Dissa, Arouna (1); Dobermann, A. R. (1); Dobermann, Achim (2); Domas, Raphael (1); Dorado Betancourt, Hugo A. (1); Dorado Betancourt, Hugo A.dres (1); Douxchamps, Sabine (1); Dowsey, Andrew (1); Duncan, Alan (1); Dunham, Sarah J. (1)

Ebanyat, Peter (24); Egesi, Chiedozie (1465); Ekebu, James (1); Ekobu, Moses (1); Emvula, Emerit (1); Engoke, Canon Norris Savala (1); Ercoli, Laura (2); Erquinio, Efrain (2); Esilaba, Anthony (6); Espinosa Solorio, Avelino (1); Eyzaguirre, Raul (4)

Fabiano, Ezequiel (1); Fakorede, M.A.B. (3); Fasanmade, Y. (1); Fatokun, Christian (76); Ferguson, R. B. (1); Flores Garcia, Álvaro (1); Florido, Michel (1); Fofana, Mamadou (1); Fonte, Steven (2); Fonteyne, Simon (9); Frelat, Romain (1); Fuentes, Walter (1)

Garba, I.I. (1); Garcia-Oliveira, Ana Luisa (1); Garcia, Adeflor G (1); Gardeazabal, Andrea (1); Gaska, John M. (2); 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); Gichuki, Leah (1); Giller, Ken (24); Giraldo, Diana (1); Global Maize Program (12); Global Wheat Program (210); Gonda, A. (1); Gora, Manoj K. (1); Gorman, Léo (1); Gotor, Elisabetta (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)

Haarhoff, Stephanus J. (1); Habermann, Birgit (1); Hailu, G (1); Hammond, James (1); Harrison, Rhett (1); Haruna, A. (1); Hauser, Stefan (4); Heerwaarden, Joost van (24); Hengari, Simeon (1); Hergert, G. W. (1); Hernández-Allica, Javier (1); Herrero, Mario (1); Hickman, Jonathan (1); Hijbeek, Renske (2); Hingane, Anupama (6); Hlatwyayo, Regina (1); Holshouser, David (1); Honsdorf, Nora (4); Hood-Nowotny, Rebbeca (4); HOPE (6); Hor, Sanara (1); Hossain, Illias (2); Hossain, Monower (1); Hossain, Shakhawat (2); Huet, Eva (1); Huising, Jeroen (10); Hunt, Colleen (1); 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); Iqbal, Anas (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); Jordan, David (2); Juarez, Henry (2)

Kabambe, Vernon (6); Kachulu, Lizzie (1); Kaizzi, K. C. (1); Kaizzi, Kayuki (1); Kaizzi, Kayuki C. (1); Kakraliya, Manish (1); Kakraliya, Suresh K. (1); Kamai, Nkeki (24); Kamara, Alpha (3); Kamara, Alpha Y. (2); Kanampiu, Fred (24); Kandel, Herman J. (1); 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); Kelly, Courtland (1); Kempen, Bas (1); Khan, A.S.M. (2); Kibunja, C. N. (1); Kibunja, Catherine (2); Kigozi, Benjamin (3); Kihara, Job (11); Kinyua, Michael (2); Koech, Mary N. (1); Koltunow, Anna (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 (1465); Kulemba, Michel (1); 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); Kuwertz, Emma (1); Ky-Dembele, Catherine (1); Kyalo, Gerald (2); Kyei-Boahen, Stephen (1)

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

Maalouf, Fouad (1); Mace, Emma (1); MacLaren, Chloe (1); Madzonga, Oswin (1); Magaju, Christine (1); Magorokosho, C. (1); Majaliwa, Jackson (4); Makumbi, Rose (3); Makunde, Godwill (2); Malik, Ram Kanwar (1); Malik, RK (4); Maman, N. (1); Maman, Nouri (2); Manandhar, S. (1); Mandal, B.N. (1); Manners, Rhys (1); Manyasa, Erick (1); Manyawu, Godfrey (1); Maria, R. (1); Martin, Nicolas F. (1); Mashingaidze, Nester (1); Masuki, Kenneth (7); Matata, Peter (1); Mathinya, Neo (1); McDonald, Andrew (6); McEwan, Margaret (1); McGrath, Steve P (1); Mead, Andrew (1); Meena, B.R. (2); Mekonnen, Kindu (1); Mendes, Thiago (2); Mendoza, Alejandro (10); Menkir, Abebe (42); Merckx, Roel (1); Meza, Katherin (1); Mhlanga, Blessing (6); Miah, Azahar A. (1); Miajy, Abu Abdullah (1); Mills, Dave (1); Milner, Dan (1); Milonas, Ioannis (1); Ministry of Food and Agriculture (MOFA), Republic of Ghana (1); Mishra, Amit (1); Mitra, B. (2); Mobasser, Hamid Reza (1); Moeletsi, Mokhele (1); Molla, Samim H. (2); Monderin, Marcos F (1); Montanez, Ana (1); Motagi, Babu (6); Mouquet-Rivier, Claire (1); Mourtzinis, Spyridon (2); 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); Munyahali, Wivine (1); Murali, T.V. (1); Muriuki, Justin (1); Murrell, Scott (1); Murrell, T. 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); Naeve, Seth (1); Naeve, Seth L. (1); Naga Mangala, U. (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); Navarrete, Israel (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); Niyukuri, Franck (1); Njoroge, Samuel (6); Njukwe, Emmanuel (1); Nkonde, Davy (2); Notenbaert, An (1); Nsumba, James (1); Núñez Peñaloza, Omar (1); Nyadzi, Gerson (1); Nyagumbo, Isaiah (1); Nziguheba, Generose (7)

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

Pagela, Tim (1); Palm, Cheryl (7); 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 (1465); Pascal, Chakirwa (1); Paterson, Eric (1); Patra, Kiranmoy (2); Patra, Subhajit (2); Paudel, Gokul (1); Paul, Birthe (1); Payne, Thomas (196); Pellegrino, Elisa (2); Peng, Yuan-Ching (1); Perez, Juan Miguel (1); Perez, Willmer (12); Perinelle, Anne (1); Peteti, Prasad (1465); Pham Ti, Trang (1); Phiphira, Lloyd (24); Piazza, Gaia (1); Piikki, Kristin (1); Plumblee, Michael (1); Poel, Margriet (1); Polanía, José (5); Poonia, Shishpal (2); Portal, Leticia (1); Poschenrieder, Charlotte (2); Poudel, Gokul (2); Powell, Owen (1); Pozo, Jorge (3); Pradhan, K. (2); Pundir, Ajay Kumar (2); Purcell, Larry C. (1); Pypers, Pieter (3)

Quispe, Katherine (31)

Raatz, Bodo (1); Rabary, Bodo (1); Rabbi, Ismail (1465); Rahaman, Ebna (1); Rahman, B.M. Saidur (1); Rahman, Mohammad Atiqur (2); Rai, Ashok (3); Rajendran, Srinivasulu (1); Ramirez, David (1); Rana, Biswajit (2); Rana, Jai (1); Randriamanantsoa, Richard (1); Ranjan, Harshit (3); Rao, Idupulapati M (5); Rathi, N. (2); Rathore, Abhishek (1); Ravonomanana, Jean Eddy (1); Razouk, Rachid (1); Recha, John (1); Reddy, S.V. (1); Reynolds, Matthew (19); Ribeiro, P. F. (1); Ricardo, Jose (2); Ricaurte Oyola, Jaumer J (1); Richard, Gibson (1); Rinza, Javier (1); Ripoche, Aude (1); Rivera, Mariela (1); Roberts, Trenton L. (1); Roell, Maureen (1); Rojas Cruz, Juan Manuel (2); Ronner, Esther (25); Roobroeck, Dries (4); Rosenstock, Todd (1); Ross, Jeremy (1); Ruark, Matthew D. (1); Ruiz, Yoel (7); Rurinda, Jairos (3); Russo, Tess (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 (24); Santayana, Monica (4); Sapkota, Tek B. (1); Sarabia, Marcela (1); Sauvadet, Marie (1); Sayula, George (1); Schoper, John (2); Schulte-Geldermann, Elmar (1); Schut, Marc (1); Scurrah, Maria (2); Senkoro, C. (1); Senkoro, Catherine (1); Senkoro, Catherine J. (2); Serme, Idriss (1); Seruwu, Godfrey (1); Severo Silva, Tatiane (2); Shahjahan, Md. (1); Shaibu, A.S. (1); Shapiro, C. A. (1); Sharma, Parbodh C. (1); Sharma, Sachin (4); Sharma, Sheetal (1); Shepherd, Keith (2); Sherpa, Sonam (1); Sherpa, Sonam R. (2); Shew, Aaron M. (1); Shiluli, Maurice (1); Shrestha, H.K. (1); Shrestha, Renuka (1); Shrestha, Shukra Raj (1); Shumba, Armwell (1); Sibomana, Milindi (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, Deepak Kumar (1); Singh, Ishwar (1); Singh, L.K. (1); Singh, Madhulika (2); Singh, Maninder Pal (1); 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); Skirrow, Tom (1); Smith-Dumont, Emilie (1); Söderström, Mats (1); Sommer, Rolf (2); Srinivasa Rao, P. (1); Srivasta, Pawan K. (1); Ssali, Reuben (1); Ssemakula, Gorrettie (1); Suarez, Edgar Antonio (1); Sudini, H (1); Sudini, H. (1); Sun, Dapeng (1); Surendra, S. Manohar (1); Swanckaert, Jolien (1); Swanepoel, Pieter A. (1); Swennen, Rony (1)

Tack, Jesse B. (1); Talabi, A. O. (1); Talabi, A.O. (1); Talabi, O.A. (2); Tarfa, Bitrus Dawi (1); Tarkalson, D. D. (1); Teeken, Béla (1); Tefera, Mekonen (1); Tellez, Orlando (1); Tenorio, Fatima Amor (1); Tesfaye, Abonesh (1); Tetteh, A. Y. (1); Teufel, Nils (1); Thierfelder, Christian (11); Thorne, Peter (1); Tibebe, Degefie (1); Tijanni, K. (1); Tijjani Aliyu, Kamal (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); Trlica, Andrew (1); Tsaliki, Eleni (1); Tu, Mai Thanh (1); Tufa, T (1); Tully, Katherine (1); Tumuhairwe, John-Baptist (4); Tumwegamire, Silver (2)

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

Vågen, Tor-Gunnar (4); van de Ven, Gerrie (1); van Etten, Jacob (1); van Ittersum, Martin (2); van Loon, Marloes (2); van Luijn, Don (1); van Wijk, Mark (1); Vandamme, Elke (1); Vanek, Steven (1); Vanlauwe, Bernard (28); Vann, Rachel A. (1); Vargas, Mateo (1); Varshney, Rajeev K. (1); Vega, Ricardo (2); Velasquez, Federico (1); Verhulst, Nele (12); Vestergård, Mette (1); Vijay Krishna Kumar, K. (1); Villa Alcántara, Jonatan (1); Vinutha, K.S. (1); Vogt, Kees (1)

Walters, D. T. (1); Waswa, Wycliffe (1); Werle, Rodrigo (1); Wesonga, Charles (1); Weullow, Elvis (1); Whitbread, Anthony M. (1); Winowiecki, Leigh Ann (6); Wiredu, Alexanda Nimo (1); Wivine, Munyahali (1); Woldemeskel, Endalkachew (24); Woomer, Paul (24); Worku, Tigist (1); Wortmann, Charles S. (10); Wu, William (1)

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

Zauisomue, Erlich (1); Zeledón, Yasser (1); Zhang, Aiping (1); Zhang, Xuecai (1); Zheng, Hongjian (1); Zingore, Shamie (7); Zum Felde, Thomas (3); Zziwa, Simon (1)