Species distribution modeling based on the automated identification of citizen observations
Sign Up to like & getrecommendations! Published in 2018 at "Applications in Plant Sciences"
DOI: 10.1002/aps3.1029
Abstract: Premise of the Study A species distribution model computed with automatically identified plant observations was developed and evaluated to contribute to future ecological studies. Methods We used deep learning techniques to automatically identify opportunistic plant… read more here.
Keywords: distribution modeling; modeling based; automated identification; based automated ... See more keywords
Multimodal deep learning for cetacean distribution modeling of fin whales (Balaenoptera physalus) in the western Mediterranean Sea
Sign Up to like & getrecommendations! Published in 2021 at "Machine Learning"
DOI: 10.1007/s10994-021-06029-z
Abstract: Cetacean Distribution Modeling (CDM) is used to quantify mobile marine species distributions and densities. It is essential to better understand and protect whales and their relatives. Current CDM approaches often fail in capturing general species-environment… read more here.
Keywords: task; learning; distribution modeling; deep learning ... See more keywords
Ensemble species distribution modeling of Culex tarsalis (Diptera: Culicidae) in the continental United States.
Sign Up to like & getrecommendations! Published in 2023 at "Journal of medical entomology"
DOI: 10.1093/jme/tjad027
Abstract: West Nile virus (WNV) is the primary mosquito-borne disease in the United States and has had case reports every year since its introduction in 1999. As such, it is critical that we characterize the distribution… read more here.
Keywords: united states; species distribution; culex tarsalis; disease ... See more keywords
Including indigenous knowledge in species distribution modeling for increased ecological insights
Sign Up to like & getrecommendations! Published in 2019 at "Conservation Biology"
DOI: 10.1111/cobi.13373
Abstract: Indigenous knowledge systems hold detailed information on current and past environments that can inform ecological understanding as well as contemporary environmental management. Despite its applicability, there are limited examples of indigenous knowledge being incorporated in… read more here.
Keywords: species distribution; knowledge; including indigenous; indigenous knowledge ... See more keywords
A modified truncated distribution for modeling the heavy tail, engineering and environmental sciences data
Sign Up to like & getrecommendations! Published in 2021 at "PLoS ONE"
DOI: 10.1371/journal.pone.0249001
Abstract: Truncated models are imperative to efficiently analyze the finite data that we observe in almost all the real life situations. In this paper, a new truncated distribution having four parameters named Weibull-Truncated Exponential Distribution (W-TEXPD)… read more here.
Keywords: distribution modeling; proposed model; modified truncated; truncated distribution ... See more keywords