Romain Glèlè Kakaï

Romain Lucas Glèlè Kakaï
Born
Benin
NationalityBeninese
EducationEngineer in Agronomy (2000)
MSc in Biometry (2001)
PhD in Biometry (2005)
Alma materGembloux Agro-Bio Tech (Belgium)
Occupation(s)Professor of Biostatistics and Forest Estimations
EmployerUniversity of Abomey-Calavi
Known forForest modeling, Biomathematics, Applied statistics
TitleFull Professor, Head of Laboratory of Biomathematics and Forest Estimations

Romain Glèlè Kakaï, full name Romain Lucas Glèlè Kakaï Agbidinoukoun, born February 28, 1973 in Cotonou,[1] is a Beninese academic specialized in biomathematics and forest estimation and member of the African Academy of Sciences[2][3].

Teaching-Researcher at the Faculty of Agricultural Sciences of the University of Abomey-Calavi in Benin, he has distinguished himself through his research work and prolific scientific production and is ranked 2nd[4] in the top 100 scientists of Benin according to the AD Scientific Index[5][6].

Biography

Origins and studies

Romain Lucas Glèlè Kakaï was valedictorian at all stages of his university education. He obtained a diploma in General Agronomy in 1998, then a diploma as a forestry agronomist engineer in 2000 at the University of Abomey-Calavi. He continued his studies in Belgium at Gembloux Agro-Bio Tech of the University of Liège (formerly called Faculty of Agricultural Sciences of Gembloux) where he obtained a diploma of advanced studies in applied statistics and computer science and a doctorate in biometry in 2005[7][8][9].

Career and research domains

Full Professor of biostatistics at the faculty of agricultural sciences of the University of Abomey-Calavi, he directs the Laboratory of Biomathematics and Forest Estimations (LABEF) of this university and coordinates the master's and doctoral programs in biostatistics, taught in English and which have attracted students from 23 African countries. He has also chaired the scientific council of agricultural sciences at his university from 2016-2024,, and was the very first president of the Scientific Council of the National Institute of Agricultural Research of Benin (INRAB) from 2017-2019[10][7][8][11].

Expert in mathematical modeling of living trends, his research work is diversified and includes Biomathematics, data science and forest estimation. He has developed and popularized in Africa the practical applications of advanced statistical and mathematical methods in biological sciences through teaching, research and scientific publications[12]. His current research work focuses on linear and nonlinear mixed-effects models, nonlinear dynamical systems, ecology and restoration of mangrove ecosystems.[7][8][13]

Laboratory

The Laboratory of Biomathematics and Forest Estimations (LABEF) that he directs aims to analyze the applicability of mathematical tools in life sciences and to understand interactions between ecological processes[14], human health, anthropic factors and the structure of terrestrial ecosystems, with a clear link to management and policies[15][16][17][18][19].

Affiliations and recognitions

Romain Lucas Glèlè Kakaï is:

Member of the African Academy of Sciences (Since 2023)[2]

President of the African-German Network for Excellence in Science (African German Network of Excellence in Sciences): 2019-2023[20]

Member of the Global Young Academy (GYA) (2013-2018)[21]

Young Affiliate to The World Academy of Sciences (TWAS) 2011-2015[22].

"New Champions" of the World Economic Forum (2012)

Laureate of the Alexander von Humboldt Foundation for excellence in Science in 2007[23]

"Jan Tinbergen" Prize for best young statistician from emerging and developing countries, awarded by the International Statistical Institute in 2005[24].

"Heinz and Johannes" Prize. Best research paper in Ecology; 2007[25] awarded by The Support Africa International Foundation, Germany[23].

Contributions

Romain Lucas Glèlè Kakaï is FAO Expert in training and methodology design for National Forest Inventory for West African countries. He is Director of the Humboldt Hub on socio-ecological modeling of COVID-19 in Africa[26].

In 2023, he developed a mathematical model[27] age-structured and associated computer code capable of analyzing the impact of different vaccination scenarios on the malaria burden in African countries[28][29].

He is one of the group leaders on malaria modeling within the Vaccine Impact Modeling Consortium (VIMC), a task force that provides the Global Alliance for Vaccines and World Health Organization with projections on the impact of vaccination on infectious disease burdens worldwide[30][31][32][33][34].

Publications

Romain Lucas Glèlè Kakaï has to his credit more than 300 scientific publications including:

Books

Salako K. Valère, Zanvo M.G. Serge, Sinsin B. Corine, Gnansounou S. Constant, Adomou C. Aristide. Glèlè Kakaï R. (2021). Atlas of Plant Species of the Mangroves of Benin : Diversity, Uses and Conservation. National Library, Benin

Glèlè Kakaï R. (2010). Classification Rules and Error Rates in Discriminant Analysis. EEU, Germany.

Glèlè Kakaï R., Sodjinou E., Fonton H. N. (2006). Conditions for the Application of Parametric Statistical Methods. National Library, Benin.

Glèlè Kakaï R., Palm R., Kokode G. (2005). Decision Discriminant Analysis: Theoretical Aspects and Computer Applications. National Library, Benin

Glèlè Kakaï R., Kokode G. (2004). Univariate and Multivariate Statistical Techniques: Computer Applications. National Library, Benin[35]

Scientific articles (selection)

2025: Nonlinear Mixed Models and Related Approaches in Infectious Disease modeling: A Systematic and Critical Review[36]

2025: A Stochastic Continuous-Time Markov Chain Approach for Modeling the Dynamics of Cholera Transmission: Exploring the Probability of Disease Persistence or Extinction[37]

2025: Machine learning techniques for tomato yield prediction: A comprehensive Analysis[38]

2024: Direct and Indirect Effects of Environmental and Socio-Economic Factors on COVID-19 in Africa Using Structural Equation Modeling[39]

2024: Empirical Performance of Deep Learning Models with Class Imbalance for Crop Disease Classification[40]

2024: Modelling the potential impact of climate change on Carapa procera DC. in Benin and Burkina Faso (West Africa)[41]

2023: Economic Valuation of Mangroves and a Linear Mixed Model-Assisted Framework for Identifying Its Main Drivers: A Case Study in Benin[42]

2023: Tree height-diameter, aboveground and belowground biomass allometries for two West African mangrove species[43]

2023: Digital soil mapping: a predictive performance assessment of spatial linear regression, Bayesian and ML-based models[44]

2023: Performance of inhomogeneous Poisson point process models under different scenarios of uncertainty in species presence-only data[45]

See also

Notes and references

  1. ^ itto.int. "INTERNATIONAL TROPICAL TIMBER ORGANIZATION" (PDF).
  2. ^ a b Banouto (2025-04-26). "Académie africaine des sciences: le Béninois Romain Glèlè Kakaï fait son entrée". banouto.bj (in French). Retrieved 2025-06-27.
  3. ^ Adjimehossou, Fulbert (2022-11-11). "Classement 2023 de l'Alper-Doger Scientific : Le Bénin 23e en Afrique". lanation.bj (in French). Retrieved 2025-06-30.
  4. ^ Index, AD Scientific. "Romain GLELE KAKAÏ – Agriculture & Forestry / Forestry | Université d'Abomey Calavi". AD Scientific Index. Retrieved 2025-06-30.
  5. ^ Jupiter (2025-04-26). "Excellence et leadership scientifiques : le professeur Romain Glèlè Kakaï fait son entrée dans l'AAS -" (in French). Retrieved 2025-06-27.
  6. ^ YAI, Isac (2025-04-29). "Académie Africaine des Sciences : Professeur Romain Glèlè Kakaï, fierté béninoise". Fraternité (in French). Retrieved 2025-06-27.
  7. ^ a b c "Romain Lucas Glele Kakaï". Global Young Academy. Retrieved 2025-06-27.
  8. ^ a b c Sciences (TWAS), The World Academy of. "Glele Kakai, Romain Lucas | TWAS". twas.org. Retrieved 2025-06-27.
  9. ^ "L'Invité du Matin – 25 Janvier 2024 – Prof. ROMAIN GLELE KAKAÏ | BIP Radio". BIP radio, Bénin Info Première (in French). Retrieved 2025-06-27.
  10. ^ "Institut National des Recherches Agricoles du Bénin". www.inrab.bj (in French). Retrieved 2025-06-30.
  11. ^ "Le Prof. Romain Glèlè Kakaï a séjourné à Fribourg". Hrh-Semca (in French). Retrieved 2025-06-27.
  12. ^ Banouto (2025-04-26). "Académie africaine des sciences: le Béninois Romain Glèlè Kakaï fait son entrée". banouto.bj (in French). Retrieved 2025-06-30.
  13. ^ "Prof. Dr. Romain Lucas Glèlè Kakaï". sciprofiles.com. Laboratory of Biomathematics and Forest Estimations, University of Abomey-Calavi. Archived from the original on 2025-05-04. Retrieved 2025-06-27.
  14. ^ "Laboratoire de Biomathématiques et d'Estimations Forestières Logo & Brand Assets (SVG, PNG and vector)". Brandfetch. Retrieved 2025-06-28.
  15. ^ "Romain Lucas Glele Kakai - Understanding Ecology Threats Assessment and Conservation of Afzelia africana in Benin - The Rufford Foundation". www.rufford.org. Retrieved 2025-06-30.
  16. ^ "Prof. Dr. Ir. Romain Lucas GLELE KAKAÏ - LABEF" (in French). Retrieved 2025-06-27.
  17. ^ JournalSanteEnvironnement (2024-11-16). "L'IA dans la santé, l'agriculture et l'environnement: le LABEF/UAC mobilise les chercheurs africains". JOURNAL SANTE ENVIRONNEMENT (in French). Retrieved 2025-06-27.
  18. ^ "ORCID". orcid.org. Retrieved 2025-06-27.
  19. ^ JournalSanteEnvironnement (2024-11-16). "Le LABEF/UAC outille docteurs, doctorants et mastorants". JOURNAL SANTE ENVIRONNEMENT (in French). Retrieved 2025-06-28.
  20. ^ AGNES. "Message from Prof Romain Glèlè kakaï, Chair of AGNES Board" (PDF). agnes-h.org.
  21. ^ "Romain Lucas Glele Kakaï". Global Young Academy. Retrieved 2025-06-30.
  22. ^ Sciences (TWAS), The World Academy of. "Glele Kakai, Romain Lucas | TWAS". twas.org. Retrieved 2025-06-30.
  23. ^ a b "Prof. Dr. Romain Glele Kakai". www.humboldt-foundation.de (in German). Retrieved 2025-06-30.
  24. ^ "Stichting Internationaal Statistisch Studiefonds". sissf.nl (in Dutch). Retrieved 2025-07-08.
  25. ^ Researchgate. "Romain Lucas Glele Kaka". researchgate.net.
  26. ^ "GLELE KAKAÏ". Hrh-Semca. Retrieved 2025-06-30.
  27. ^ Damien, Barikissou Georgia; Sode, Akoeugnigan Idelphonse; Bocossa, Daniel; Elanga-Ndille, Emmanuel (2022-09-16). "Bayesian spatial modelling of malaria burden in two contrasted eco-epidemiological facies in Benin (West Africa): call for localized interventions". BMC Public Health. 22 (1): 1754. doi:10.1186/s12889-022-14032-9. ISSN 1471-2458. PMC 9479262. PMID 36114483.
  28. ^ "People Directory". Vaccine Impact. Retrieved 2025-06-30.
  29. ^ "Prof. Dr. Ir. Romain Lucas GLELE KAKAÏ - LABEF" (in French). Retrieved 2025-06-30.
  30. ^ "Google Scholar". scholar.google.com. Retrieved 2025-06-30.
  31. ^ "Romain Lucas GLELE KAKAÏ | Professor (Full) | Biomathematics and Forest modeling | University of Abomey-Calavi, Cotonou | UAC | Laboratoire de Biomathématiques et d'Estimations Forestières | Research profile". ResearchGate. Archived from the original on 2023-05-06. Retrieved 2025-06-30.
  32. ^ Sciences (TWAS), The World Academy of. "Benin | TWAS". twas.org. Retrieved 2025-06-27.
  33. ^ "Romain Lucas Glèlè Kakaï : Livres, Biographie, Livres Audio, Bibliographie... - La Boutique Africavivre". Africa Vivre (in French). Retrieved 2025-06-27.
  34. ^ "Romain Glèlè Kakaï". popups.uliege.be (in French). Retrieved 2025-06-27.
  35. ^ "Romain Lucas GLELE KAKAÏ | Professor (Full) | Biomathematics and Forest modeling | University of Abomey-Calavi, Cotonou | UAC | Laboratoire de Biomathématiques et d'Estimations Forestières | Research profile". ResearchGate. Archived from the original on 2023-05-06. Retrieved 2025-08-06.
  36. ^ Adéoti, Olaiya Mathilde; Agbla, Schadrac; Diop, Aliou; Glèlè Kakaï, Romain (2025-03-01). "Nonlinear mixed models and related approaches in infectious disease modeling: A systematic and critical review". Infectious Disease Modelling. 10 (1): 110–128. doi:10.1016/j.idm.2024.09.001. ISSN 2468-0427. PMC 11456789. PMID 39376223.
  37. ^ Anteneh, Leul Mekonnen; Hounkonnou, Mahouton Norbert; Kakaï, Romain Glèlè (2025-03-20). "A Stochastic Continuous-Time Markov Chain Approach for Modeling the Dynamics of Cholera Transmission: Exploring the Probability of Disease Persistence or Extinction". Mathematics. 13 (6): 1018. doi:10.3390/math13061018. ISSN 2227-7390.
  38. ^ Odah, Kodjo Abel; Houetohossou, Sèton Calmette Ariane; Houndji, Vinasetan Ratheil; Glèlè Kakaï, Romain Lucas (2025-12-01). "Machine learning techniques for tomato yield prediction: A comprehensive analysis". Smart Agricultural Technology. 12 101067. doi:10.1016/j.atech.2025.101067. ISSN 2772-3755.
  39. ^ Rachidatou, Orounla, Bissilimou; Eustache, Alaye, Ayédèguè; Valère, Salako, Kolawolé; Emile, Agbangba, Codjo; Aheto, Justice Moses K.; Romain, Glèlè Kakaï (September 2024). "Direct and Indirect Effects of Environmental and Socio-Economic Factors on COVID-19 in Africa Using Structural Equation Modeling". Stats. 7 (3). ISSN 2571-905X. Archived from the original on 2025-03-30.{{cite journal}}: CS1 maint: multiple names: authors list (link)
  40. ^ "Google Scholar". scholar.google.com. Retrieved 2025-08-06.
  41. ^ Tietiambou, S. R. F.; Idohou, R.; Agounde, G.; Lankoande, B.; Avocevou, C.; Ouédraogo, A.; Glele Kakai, R. (April 2024). "Modelling the potential impact of climate change on Carapa procera DC. in Benin and Burkina Faso (West Africa)". Modeling Earth Systems and Environment. 10 (2): 3023–3034. Bibcode:2024MESE...10.3023T. doi:10.1007/s40808-023-01946-5.
  42. ^ "Google Scholar". scholar.google.com. Retrieved 2025-08-06.
  43. ^ Zanvo, Serge M. G.; Mensah, Sylvanus; Salako, Kolawolé V.; Glèlè Kakaï, Romain (2023-09-01). "Tree height-diameter, aboveground and belowground biomass allometries for two West African mangrove species". Biomass and Bioenergy. 176 106917. Bibcode:2023BmBe..17606917Z. doi:10.1016/j.biombioe.2023.106917. ISSN 0961-9534.
  44. ^ Matazi, Alain Kangela; Gognet, Emmanuel Ehnon; Kakaï, Romain Glèlè (2024-02-01). "Digital soil mapping: a predictive performance assessment of spatial linear regression, Bayesian and ML-based models". Modeling Earth Systems and Environment. 10 (1): 595–618. doi:10.1007/s40808-023-01788-1. ISSN 2363-6211.
  45. ^ Mugumaarhahama, Yannick; Fandohan, Adandé Belarmain; Glèlè Kakaï, Romain L. (2023-07-25). "Performance of inhomogeneous Poisson point process models under different scenarios of uncertainty in species presence-only data". Environmental Systems Research. 12 (1): 27. Bibcode:2023EnvSR..12...27M. doi:10.1186/s40068-023-00312-9. ISSN 2193-2697.
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