التفاصيل البيبلوغرافية
| العنوان: |
Achieving higher standards in species distribution modeling by leveraging the diversity of available software. |
| المؤلفون: |
Guéguen, Maya, Warren, Dan L., Broennimann, Olivier, Osorio-Olvera, Luis, Kass, Jamie M., Schmitt, Sylvain, Smith, Adam B., Naimi, Babak, Pinilla‐Buitrago, Gonzalo E., Owens, Hannah L., Cobos, Marlon E., Guisan, Antoine, Zurell, Damaris, Zizka, Alexander, Thuiller, Wilfried, Sánchez-Tapia, Andrea, Ondo, Ian, Nobis, Michael P., Barbosa, Ana Márcia, Merow, Cory, Valavi, Roozbeh, Vignali, Sergio, Arlé, Eduardo, Aiello‐Lammens, Matthew E., Velazco, Santiago José Elías |
| المساهمون: |
{"funder_name":"Japan Society for the Promotion of Science, Japan","funder_doi":"http://dx.doi.org/10.13039/501100001691","funder_position":"0","funder_isni":"0000 0004 0614 710X","funder_ror":"https://ror.org/00hhkn466","funder_award": "Postdoctoral Fellowships for Foreign Researchers Program","Grants-In-Aid for Scientific Research (KAKENHI) (20F20774)" },{"funder_name":"Alan Graham Fund in Global Change","funder_position":"1"},{"funder_name":"National Science Foundation, United States","funder_doi":"http://dx.doi.org/10.13039/100000001","funder_position":"2","funder_isni":"0000 0001 1958 7073","funder_ror":"https://ror.org/021nxhr62","funder_award": "DBI 1661510","BoCP 2225078" },{"funder_name":"National Aeronautics and Space Administration, United States","funder_doi":"http://dx.doi.org/10.13039/100000104","funder_position":"3","funder_isni":"0000 0004 4907 1619","funder_ror":"https://ror.org/027ka1x80","funder_award": "80NSSC18K0406. E","80NSSC22K0883" },{"funder_name":"Azrieli Foundation, Canada","funder_doi":"http://dx.doi.org/10.13039/501100005155","funder_position":"4","funder_isni":"0000 0004 5899 9742","funder_ror":"https://ror.org/009svts64","funder_award": "International Postdoctoral Fellowship, in association with the Belmaker Lab – Marine Ecology and Biodiversity" },{"funder_name":"Programa de Apoyo a Proyectos de Investigación e Innovación Tecnológica, Mexico","funder_position":"5","funder_award": "Project IA202824 " },{"funder_name":"Consejo Nacional de Humanidades, Ciencias y Tecnologías, Mexico","funder_doi":"http://dx.doi.org/10.13039/501100003141","funder_position":"6","funder_isni":"0000 0004 0428 7635","funder_ror":"https://ror.org/059ex5q34","funder_award": "Ciencia de Frontera CF-2023-I-115" },{"funder_name":"HORIZON EUROPE Marie Sklodowska-Curie Actions, European Union","funder_doi":"http://dx.doi.org/10.13039/100018694","funder_position":"7","funder_ror":"https://ror.org/00k4n6c32","funder_award": "Grant agreement no. 891702" },{"funder_name":"Villum Fonden, Denmark","funder_doi":"http://dx.doi.org/10.13039/100008398","funder_position":"8","funder_isni":"0000 0004 5905 9648","funder_ror":"https://ror.org/05nqkay65","funder_award": "Research grant no. 25925" },{"funder_name":"Deutsche Forschungsgemeinschaft, Germany","funder_doi":"http://dx.doi.org/10.13039/501100001659","funder_position":"9","funder_isni":"0000 0001 2096 9829","funder_ror":"https://ror.org/018mejw64","funder_award": "Grant no. ZU 361/6-1" } |
| بيانات النشر: |
Published by John Wiley & Sons Ltd on behalf of Nordic Society Oikos |
| سنة النشر: |
2024 |
| مصطلحات موضوعية: |
Reproducibility, R package, Code, Niche, Habitat, Programming |
| الوصف: |
The increasing online availability of biodiversity data and advances in ecological modeling have led to a proliferation of open‐source modeling tools. In particular, R packages for species distribution modeling continue to multiply without guidance on how they can be employed together, resulting in high fidelity of researchers to one or several packages. Here, we assess the wide variety of software for species distribution models (SDMs) and highlight how packages can work together to diversify and expand analyses in each step of a modeling workflow. We also introduce the new R package ‘sdmverse' to catalog metadata for packages, cluster them based on their methodological functions, and visualize their relationships. To demonstrate how pluralism of software use helps improve SDM workflows, we provide three extensive and fully documented analyses that utilize tools for modeling and visualization from multiple packages, then score these tutorials according to recent methodological standards. We end by identifying gaps in the capabilities of current tools and highlighting outstanding challenges in the development of software for SDMs. |
| نوع الوثيقة: |
article in journal/newspaper |
| اللغة: |
English |
| Relation: |
Ecography; https://doi.org/10.1111/ecog.07346 |
| DOI: |
10.1111/ecog.07346 |
| الاتاحة: |
https://doi.org/10.1111/ecog.07346 |
| Rights: |
https://creativecommons.org/licenses/by/3.0/ |
| رقم الانضمام: |
edsbas.EF63CEF8 |
| قاعدة البيانات: |
BASE |