Genomic prediction using machine learning: a comparison of the performance of regularized regression, ensemble, instance-based and deep learning methods on synthetic and empirical data
Lourenço, Vanda M, Ogutu, Joseph O, Rodrigues, Rui A P, Posekany, Alexandra, Piepho, Hans-Peter
Published in BMC genomics (07.02.2024)
Published in BMC genomics (07.02.2024)
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Journal Article
Rainfall trends and variation in the Maasai Mara ecosystem and their implications for animal population and biodiversity dynamics
Bartzke, Gundula S, Ogutu, Joseph O, Mukhopadhyay, Sabyasachi, Mtui, Devolent, Dublin, Holly T, Piepho, Hans-Peter
Published in PloS one (19.09.2018)
Published in PloS one (19.09.2018)
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Journal Article
Bird species richness and diversity responses to land use change in the Lake Victoria Basin, Kenya
Mugatha, Simon M, Ogutu, Joseph O, Piepho, Hans-Peter, Maitima, Joseph M
Published in Scientific reports (19.01.2024)
Published in Scientific reports (19.01.2024)
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Journal Article
Genome-based prediction of maize hybrid performance across genetic groups, testers, locations, and years
Albrecht, Theresa, Auinger, Hans-Jürgen, Wimmer, Valentin, Ogutu, Joseph O, Knaak, Carsten, Ouzunova, Milena, Piepho, Hans-Peter, Schön, Chris-Carolin
Published in Theoretical and applied genetics (01.06.2014)
Published in Theoretical and applied genetics (01.06.2014)
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Journal Article
Elevational distribution of montane Afrotropical butterflies is influenced by seasonality and habitat structure
Mtui, Devolent T, Ogutu, Joseph O, Okick, Raymond E, Newmark, William D
Published in PloS one (05.07.2022)
Published in PloS one (05.07.2022)
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Journal Article
A comparison of random forests, boosting and support vector machines for genomic selection
Ogutu, Joseph O, Piepho, Hans-Peter, Schulz-Streeck, Torben
Published in BMC proceedings (27.05.2011)
Published in BMC proceedings (27.05.2011)
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Journal Article
Introgression and disruption of migration routes have shaped the genetic integrity of wildebeest populations
Liu, Xiaodong, Lin, Long, Sinding, Mikkel-Holger S, Bertola, Laura D, Hanghøj, Kristian, Quinn, Liam, Garcia-Erill, Genís, Rasmussen, Malthe Sebro, Schubert, Mikkel, Pečnerová, Patrícia, Balboa, Renzo F, Li, Zilong, Heaton, Michael P, Smith, Timothy P L, Pinto, Rui Resende, Wang, Xi, Kuja, Josiah, Brüniche-Olsen, Anna, Meisner, Jonas, Santander, Cindy G, Ogutu, Joseph O, Masembe, Charles, da Fonseca, Rute R, Muwanika, Vincent, Siegismund, Hans R, Albrechtsen, Anders, Moltke, Ida, Heller, Rasmus
Published in Nature communications (12.04.2024)
Published in Nature communications (12.04.2024)
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Journal Article
Mapping brucellosis risk in Kenya and its implications for control strategies in sub-Saharan Africa
Akoko, James M, Mwatondo, Athman, Muturi, Mathew, Wambua, Lillian, Abkallo, Hussein M, Nyamota, Richard, Bosire, Caroline, Oloo, Stephen, Limbaso, Konongoi S, Gakuya, Francis, Nthiwa, Daniel, Bartlow, Andrew, Middlebrook, Earl, Fair, Jeanne, Ogutu, Joseph O, Gachohi, John, Njenga, Kariuki, Bett, Bernard
Published in Scientific reports (18.11.2023)
Published in Scientific reports (18.11.2023)
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Journal Article
Large herbivore responses to surface water and land use in an East African savanna: implications for conservation and human-wildlife conflicts
Ogutu, Joseph O., Reid, Robin S., Piepho, Hans-Peter, Hobbs, Nicholas T., Rainy, Michael E., Kruska, Russell L., Worden, Jeffrey S., Nyabenge, Meshack
Published in Biodiversity and conservation (01.03.2014)
Published in Biodiversity and conservation (01.03.2014)
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Journal Article
Comparative social demography, livelihood diversification and land tenure among the Maasai of Kenya and Tanzania
Nkedianye, David K., Ogutu, Joseph O., Said, Mohammed Y., Kifugo, Shem C., de Leeuw, Jan, Van Gardingen, Paul, Reid, Robin S.
Published in Pastoralism : research, policy and practice (06.08.2020)
Published in Pastoralism : research, policy and practice (06.08.2020)
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Journal Article
Correlates of Survival Rates for 10 African Ungulate Populations: Density, Rainfall and Predation
Owen-Smith, Norman, Mason, Darryl R., Ogutu, Joseph O.
Published in The Journal of animal ecology (01.07.2005)
Published in The Journal of animal ecology (01.07.2005)
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Journal Article