How to make use of unlabeled observations in species distribution modeling using point process models

Autor: Emy Guilbault, Ian Renner, Michael Mahony, Eric Beh

Publikováno v: Ecology and Evolution, Vol 11, Iss 10, Pp 5220-5243 (2021)

Abstract Species distribution modeling, which allows users to predict the spatial distribution of species with the use of environmental covariates, has become increasingly popular, with many software platforms providing tools to fit such models. Howe

Externí odkaz: https://doaj.org/article/01476a3ea0a34ffe80e16927c740f4b2

Is my sdm good enough? insights from a citizen science dataset in a point process modeling framework

Autor: Xavier Houard, Ian Renner, Bruno Mériguet, Pierre Jay-Robert, Camila Leandro

Publikováno v: Ecological Modelling
Ecological Modelling, Elsevier, 2020, 438, pp.109283-. ⟨10.1016/j.ecolmodel.2020.109283⟩
Ecological Modelling, 2020, 438, pp.109283-. ⟨10.1016/j.ecolmodel.2020.109283⟩

Citizen science programs, and particularly atlas schemes based on opportunistic biological records, are very important sources of data for species distribution models and conservation. Nevertheless, these data are prone to bias, particularly when the

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::97174efb1485c65f74d75b5be5dacc15
https://hal.archives-ouvertes.fr/hal-03492970

Incidence, time of occurrence and response to heart failure therapy in patients with anthracycline cardiotoxicity

Autor: Nicholas Collins, A. Khan, Aadil Rahim, Ian Renner, Mumtaz Hussain, Rajinder Singh Harjit Singh, A. Ashraf, Walid Rostom

Publikováno v: Internal Medicine Journal. 47:104-109

Background Anthracyclines are commonly used chemotherapeutic medications. In the current analysis we evaluated all-cause mortality and incidence, timing and response to medical therapy of anthracycline cardiotoxicity. Methods Left ventricular ejectio

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::b70d0821b23f989c89708fd4233b9da7
https://doi.org/10.1111/imj.13305

A comprehensive evaluation of predictive performance of 33 species distribution models at species and community levels

Autor: Janne Soininen, Miska Luoto, F. Guillaume Blanchet, Dominique Gravel, Jane Elith, Ian Renner, Miguel B. Araújo, Jarno Vanhatalo, Niklaus E. Zimmermann, Nicole A. Hill, Aleksi Lehikoinen, Barbara J. Anderson, Anna Norberg, Antoine Guisan, David I. Warton, Jani Anttila, Graeme Newell, William Godsoe, David B. Dunson, John Atle Kålås, Frederick R. Adler, Francis K. C. Hui, Nerea Abrego, Bob O'Hara, Janet Franklin, Heidi K. Mod, Robert D. Holt, Tad A. Dallas, Matt White, Richard Fox, Scott D. Foster, Magne Husby, Otso Ovaskainen, Wilfried Thuiller, Tomas Roslin

Publikováno v: Ecological Monographs, vol 89, iss 3
89:e01370
Ecological Monographs
Norberg, A, Abrego, N, Blanchet, F G, Adler, F R, Anderson, B J, Anttila, J, Araujo, M B, Dallas, T, Dunson, D, Elith, J, Foster, S D, Fox, R, Franklin, J, Godsoe, W, Guisan, A, O'Hara, B, Hill, N A, Holt, R D, Hui, F K C, Husby, M, Kålås, J A, Lehikoinen, A, Luoto, M, Mod, H K, Newell, G, Renner, I, Roslin, T, Soininen, J, Thuiller, W, Vanhatalo, J, Warton, D, White, M, Zimmermann, N E, Gravel, D & Ovaskainen, O 2019, ' A comprehensive evaluation of predictive performance of 33 species distribution models at species and community levels ', Ecological Monographs, vol. 89, no. 3, e01370 . https://doi.org/10.1002/ecm.1370
ECOLOGICAL MONOGRAPHS, vol 89, iss 3
Digital.CSIC. Repositorio Institucional del CSIC
instname
Ecological monographs
Ecological monographs, Ecological Society of America, 2019, 89 (3), ⟨10.1002/ecm.1370⟩

A large array of species distribution model (SDM) approaches has been developed for explaining and predicting the occurrences of individual species or species assemblages. Given the wealth of existing models, it is unclear which models perform best f

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::fb99d4d0111d3aad851fabb0d425aace
https://escholarship.org/uc/item/9cq601k2

Classification of unlabelled observations in Species Distribution Modelling using Point Process Models

Autor: Eric J. Beh, Ian Renner, Michael Mahony, Emy Guilbault

1AbstractSpecies distribution modelling, which allows users to predict the spatial distribution of species with the use of environmental covariates, has become increasingly popular, with many software platforms providing tools to fit species distribu

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::5af0b53bdc99b22a2dcad40ee3b57d5c