Why choose Random Forest to predict rare species distribution with few samples in large undersampled areas? Three Asian crane species models provide supporting evidence
Mi, Chunrong, Huettmann, Falk, Guo, Yumin, Han, Xuesong, Wen, Lijia
Published in PeerJ (San Francisco, CA) (12.01.2017)
Published in PeerJ (San Francisco, CA) (12.01.2017)
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Journal Article
Modeling Eastern Russian High Arctic Geese (Anser fabalis, A. albifrons) during moult and brood rearing in the ‘New Digital Arctic’
Solovyeva, Diana, Bysykatova-Harmey, Inga, Vartanyan, Sergey L., Kondratyev, Alexander, Huettmann, Falk
Published in Scientific reports (11.11.2021)
Published in Scientific reports (11.11.2021)
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Journal Article
Three-Dimensional Quantification of Copepods Predictive Distributions in the Ross Sea: First Data Based on a Machine Learning Model Approach and Open Access (FAIR) Data
Grillo, Marco, Huettmann, Falk, Guglielmo, Letterio, Schiaparelli, Stefano
Published in Diversity (Basel) (01.05.2022)
Published in Diversity (Basel) (01.05.2022)
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Journal Article
Data mining and model-predicting a global disease reservoir for low-pathogenic Avian Influenza (AI) in the wider pacific rim using big data sets
Gulyaeva, Marina, Huettmann, Falk, Shestopalov, Alexander, Okamatsu, Masatoshi, Matsuno, Keita, Chu, Duc-Huy, Sakoda, Yoshihiro, Glushchenko, Alexandra, Milton, Elaina, Bortz, Eric
Published in Scientific reports (08.10.2020)
Published in Scientific reports (08.10.2020)
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Journal Article
A super SDM (species distribution model) ‘in the cloud’ for better habitat-association inference with a ‘big data’ application of the Great Gray Owl for Alaska
Huettmann, Falk, Andrews, Phillip, Steiner, Moriz, Das, Arghya Kusum, Philip, Jacques, Mi, Chunrong, Bryans, Nathaniel, Barker, Bryan
Published in Scientific reports (27.03.2024)
Published in Scientific reports (27.03.2024)
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Journal Article
Rabies Elimination: Is It Feasible without Considering Wildlife?
Acharya, Krishna Prasad, Chand, Rakesh, Huettmann, Falk, Ghimire, Tirth Raj
Published in Journal of tropical medicine (26.06.2022)
Published in Journal of tropical medicine (26.06.2022)
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Journal Article
Prospects for the sustainability of social-ecological systems (SES) on the Mongolian plateau: five critical issues
Chen, Jiquan, John, Ranjeet, Sun, Ge, Fan, Peilei, Henebry, Geoffrey M, Fernández-Giménez, María E, Zhang, Yaoqi, Park, Hogeun, Tian, Li, Groisman, Pavel, Ouyang, Zutao, Allington, Ginger, Wu, Jianguo, Shao, Changliang, Amarjargal, Amartuvshin, Dong, Gang, Gutman, Garik, Huettmann, Falk, Lafortezza, Raffaele, Crank, Connor, Qi, Jiaguo
Published in Environmental research letters (01.12.2018)
Published in Environmental research letters (01.12.2018)
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Journal Article
Author Correction: Data mining and model-predicting a global disease reservoir for low-pathogenic Avian Influenza (AI) in the wider Pacific Rim using big data sets
Gulyaeva, Marina, Huettmann, Falk, Shestopalov, Alexander, Okamatsu, Masatoshi, Matsuno, Keita, Chu, Duc‑Huy, Sakoda, Yoshihiro, Glushchenko, Alexandra, Milton, Elaina, Bortz, Eric
Published in Scientific reports (08.02.2021)
Published in Scientific reports (08.02.2021)
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Journal Article
Global patterns and predictions of seafloor biomass using random forests
Wei, Chih-Lin, Rowe, Gilbert T, Escobar-Briones, Elva, Boetius, Antje, Soltwedel, Thomas, Caley, M Julian, Soliman, Yousria, Huettmann, Falk, Qu, Fangyuan, Yu, Zishan, Pitcher, C Roland, Haedrich, Richard L, Wicksten, Mary K, Rex, Michael A, Baguley, Jeffrey G, Sharma, Jyotsna, Danovaro, Roberto, MacDonald, Ian R, Nunnally, Clifton C, Deming, Jody W, Montagna, Paul, Lévesque, Mélanie, Weslawski, Jan Marcin, Wlodarska-Kowalczuk, Maria, Ingole, Baban S, Bett, Brian J, Billett, David S M, Yool, Andrew, Bluhm, Bodil A, Iken, Katrin, Narayanaswamy, Bhavani E
Published in PloS one (30.12.2010)
Published in PloS one (30.12.2010)
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Journal Article
Sensitivity of predictive species distribution models to change in grain size
Guisan, Antoine, Graham, Catherine H., Elith, Jane, Huettmann, Falk
Published in Diversity & distributions (01.05.2007)
Published in Diversity & distributions (01.05.2007)
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Journal Article
Novel methods improve prediction of species' distributions from occurrence data
Elith, Jane, H. Graham, Catherine, P. Anderson, Robert, Dudík, Miroslav, Ferrier, Simon, Guisan, Antoine, J. Hijmans, Robert, Huettmann, Falk, R. Leathwick, John, Lehmann, Anthony, Li, Jin, G. Lohmann, Lucia, A. Loiselle, Bette, Manion, Glenn, Moritz, Craig, Nakamura, Miguel, Nakazawa, Yoshinori, McC. M. Overton, Jacob, Townsend Peterson, A., J. Phillips, Steven, Richardson, Karen, Scachetti-Pereira, Ricardo, E. Schapire, Robert, Soberón, Jorge, Williams, Stephen, S. Wisz, Mary, E. Zimmermann, Niklaus
Published in Ecography (Copenhagen) (01.04.2006)
Published in Ecography (Copenhagen) (01.04.2006)
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Journal Article
Machine learning applied to species occurrence and interactions: the missing link in biodiversity assessment and modelling of Antarctic plankton distribution
Grillo, Marco, Schiaparelli, Stefano, Durazzano, Tiziana, Guglielmo, Letterio, Granata, Antonia, Huettmann, Falk
Published in Ecological processes (01.12.2024)
Published in Ecological processes (01.12.2024)
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Journal Article
Combining occurrence and abundance distribution models for the conservation of the Great Bustard
Mi, Chunrong, Huettmann, Falk, Sun, Rui, Guo, Yumin
Published in PeerJ (San Francisco, CA) (13.12.2017)
Published in PeerJ (San Francisco, CA) (13.12.2017)
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Journal Article
The evaluation strip: A new and robust method for plotting predicted responses from species distribution models
Elith, Jane, Ferrier, Simon, Huettmann, Falk, Leathwick, John
Published in Ecological modelling (01.08.2005)
Published in Ecological modelling (01.08.2005)
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Journal Article
Even at the uttermost ends of the Earth: how seabirds telecouple the Beagle Channel with regional and global processes that affect environmental conservation and social-ecological sustainability
Raya Rey, Andrea N., Pizarro, J. Cristobal, Anderson, Christopher B., Huettmann, Falk
Published in Ecology and society (01.01.2017)
Published in Ecology and society (01.01.2017)
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Journal Article