Matches in SemOpenAlex for { <https://semopenalex.org/work/W3094150904> ?p ?o ?g. }
Showing items 1 to 71 of
71
with 100 items per page.
- W3094150904 abstract "1. Species 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 distribution models. However, the species observations used in species distribution models can have varying levels of quality and can have incomplete information, such as uncertain species identity. 2. In this paper, we develop two algorithms to reclassify observations with unknown species identities which simultaneously predict different species distributions using spatial point processes. We compare the performance of the different algorithms using different initializations and parameters with models fitted using only the observations with known species identity through simulations. 3. We show that performance varies with differences in correlation among species distributions, species abundance, and the proportion of observations with unknown species identities. Additionally, some of the methods developed here outperformed the models that didn't use the misspecified data. 4. These models represent an helpful and promising tool for opportunistic surveys where misidentification happens or for the distribution of species newly separated in their taxonomy." @default.
- W3094150904 created "2020-10-29" @default.
- W3094150904 creator A5027253050 @default.
- W3094150904 creator A5032649566 @default.
- W3094150904 creator A5047442817 @default.
- W3094150904 creator A5048246211 @default.
- W3094150904 date "2020-10-23" @default.
- W3094150904 modified "2023-10-18" @default.
- W3094150904 title "Classification of unlabeled observations in Species Distribution Modelling using Point Process Models." @default.
- W3094150904 doi "https://doi.org/10.22541/au.160343301.17028709/v1" @default.
- W3094150904 hasPublicationYear "2020" @default.
- W3094150904 type Work @default.
- W3094150904 sameAs 3094150904 @default.
- W3094150904 citedByCount "0" @default.
- W3094150904 crossrefType "posted-content" @default.
- W3094150904 hasAuthorship W3094150904A5027253050 @default.
- W3094150904 hasAuthorship W3094150904A5032649566 @default.
- W3094150904 hasAuthorship W3094150904A5047442817 @default.
- W3094150904 hasAuthorship W3094150904A5048246211 @default.
- W3094150904 hasBestOaLocation W30941509041 @default.
- W3094150904 hasConcept C102715595 @default.
- W3094150904 hasConcept C103215972 @default.
- W3094150904 hasConcept C105795698 @default.
- W3094150904 hasConcept C110121322 @default.
- W3094150904 hasConcept C119043178 @default.
- W3094150904 hasConcept C119857082 @default.
- W3094150904 hasConcept C122325731 @default.
- W3094150904 hasConcept C132124917 @default.
- W3094150904 hasConcept C134306372 @default.
- W3094150904 hasConcept C185933670 @default.
- W3094150904 hasConcept C18903297 @default.
- W3094150904 hasConcept C33923547 @default.
- W3094150904 hasConcept C41008148 @default.
- W3094150904 hasConcept C77077793 @default.
- W3094150904 hasConcept C7710796 @default.
- W3094150904 hasConcept C86803240 @default.
- W3094150904 hasConcept C88871306 @default.
- W3094150904 hasConceptScore W3094150904C102715595 @default.
- W3094150904 hasConceptScore W3094150904C103215972 @default.
- W3094150904 hasConceptScore W3094150904C105795698 @default.
- W3094150904 hasConceptScore W3094150904C110121322 @default.
- W3094150904 hasConceptScore W3094150904C119043178 @default.
- W3094150904 hasConceptScore W3094150904C119857082 @default.
- W3094150904 hasConceptScore W3094150904C122325731 @default.
- W3094150904 hasConceptScore W3094150904C132124917 @default.
- W3094150904 hasConceptScore W3094150904C134306372 @default.
- W3094150904 hasConceptScore W3094150904C185933670 @default.
- W3094150904 hasConceptScore W3094150904C18903297 @default.
- W3094150904 hasConceptScore W3094150904C33923547 @default.
- W3094150904 hasConceptScore W3094150904C41008148 @default.
- W3094150904 hasConceptScore W3094150904C77077793 @default.
- W3094150904 hasConceptScore W3094150904C7710796 @default.
- W3094150904 hasConceptScore W3094150904C86803240 @default.
- W3094150904 hasConceptScore W3094150904C88871306 @default.
- W3094150904 hasLocation W30941509041 @default.
- W3094150904 hasOpenAccess W3094150904 @default.
- W3094150904 hasPrimaryLocation W30941509041 @default.
- W3094150904 hasRelatedWork W2070377087 @default.
- W3094150904 hasRelatedWork W2124735705 @default.
- W3094150904 hasRelatedWork W2157977904 @default.
- W3094150904 hasRelatedWork W2892452100 @default.
- W3094150904 hasRelatedWork W2903212222 @default.
- W3094150904 hasRelatedWork W3040844096 @default.
- W3094150904 hasRelatedWork W336932127 @default.
- W3094150904 hasRelatedWork W4283525110 @default.
- W3094150904 hasRelatedWork W4376115616 @default.
- W3094150904 hasRelatedWork W877789469 @default.
- W3094150904 isParatext "false" @default.
- W3094150904 isRetracted "false" @default.
- W3094150904 magId "3094150904" @default.
- W3094150904 workType "article" @default.