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ABI Development: Computational infrastructure for phylogenetic analysis in the R environment

ABI Development: Computational infrastructure for phylogenetic analysis in the R environment
ABI 开发:R 环境中系统发育分析的计算基础设施
批准号:
1759940
负责人:
Liam Revell
金额:
$45.46万
依托单位国家:
美国
项目类别:
Standard Grant
财政年份:
2018
资助国家:
美国
项目状态:
已结题
起止时间:
2018-04-01 至 2024-03-31

项目摘要

项目成果

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中文摘要
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英文摘要
Over the past several decades, phylogenetic trees, the graphs that are used to represent the ancestor-descendant relationships between gene sequences, populations, or species, have become integral in scientific research across an increasingly widening range of biological disciplines such as ecology, evolutionary biology, molecular biology, comparative genomics, and development. Phylogenies too have begun to see application outside of biology in such diverse fields of study as comparative linguistics, anthropology, and forensic science. Meanwhile, the computational environment known as 'R' has developed into one of the leading platforms for scientific computing. The strength of R comes from the literally thousands of contributed function libraries (called "packages") developed and distributed for free by computational scientists and developers that are not members of the R core development team. Because of these contributions, R has grown into the preeminent software platform for manipulating, visualizing, and analyzing phylogenetic trees. That said, the capability to actually estimate phylogenetic trees from data in R remains relatively limited. The major objective of this award is to substantially extend the toolkit that is available to undertake phylogeny estimation in the R scientific computing environment. This toolkit will be built using an open development model and will be distributed as a free and open-source resource to the national and international scientific communities. Among the major advantages of developing software for scientific computing in R is that so doing dramatically facilitates scientific reproducibility by allowing all stages of the data analysis pipeline to be built into a single, fully reproducible workflow from open source components.This research will create new, open-source, and freely distributed software tools that will be of broad utility throughout the phylogenetic scientific community and beyond. The general goal is computational infrastructure development for phylogenetics in R. These investigators will focus on four specific objectives in particular: (1) the development and application of methods to compute distances between trees; (2) the development of new consensus and average tree methods; (3) the development of joint species-tree estimation methods based on likelihood; and, finally, (4) the application of visualization tools for sets of trees and phylogenetic networks. They focus specifically on these research objectives because they interact in particularly interesting ways and because they reflect areas in which substantial research is needed; however, research on these topics will likely result in unanticipated discoveries in fundamentally new areas. The award will also support postdoctoral and graduate training, the latter via an intensive, phylogeny methods boot camp for young developers. This training objective will be undertaken with the aim of helping to form the next generation of computational phylogenetic biologists and will target for participation graduate students from groups traditionally underrepresented in the sciences. Phylogenetic tools from this project will be hosted on the CRAN at https://cran.r-project.org/web/packages/phytools/index.htmlThis award reflects NSF's statutory mission and has been deemed worthy of support through evaluation using the Foundation's intellectual merit and broader impacts review criteria.
期刊论文(22)
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科研奖励(0)
会议论文
Consequences of the misidentification of museum specimens: the taxonomic status of Canis lupaster soudanicus
博物馆标本误认的后果:Canis lupaster soudanicus 的分类地位
DOI: 10.1093/jmammal/gyaa080
发表时间: 2020
期刊: Journal of Mammalogy
影响因子: 1.7
作者: [Kitchener, Andrew C, Machado, Fabio A, Hayssen, Virginia, Moehlman, Patricia D, Viranta, Suvi]
通讯作者: Viranta, Suvi
Selection and Constraints in the Ecomorphological Adaptive Evolution of the Skull of Living Canidae (Carnivora, Mammalia)
活体犬科动物(食肉目、哺乳动物)头骨生态形态适应性进化的选择与约束
DOI: 10.1086/709610
发表时间: 2020
期刊: The American Naturalist
影响因子: --
作者: [Machado, Fabio Andrade]
通讯作者: Machado, Fabio Andrade
Comments on: “Estimating the body mass of the Late Pleistocene megafauna from the South America Intertropical Region and a new regression to estimate the body mass of extinct xenarthrans”
评论:“估算南美洲热带地区晚更新世巨型动物的体重以及估算已灭绝异角动物体重的新回归”
DOI: 10.1016/j.jsames.2022.103994
发表时间: 2022
期刊: Journal of South American Earth Sciences
影响因子: 1.8
作者: [Hubbe, Alex, Machado, Fabio A.]
通讯作者: Machado, Fabio A.
DOI: 10.1126/science.abf5787
发表时间: 2021-12
期刊: Science
影响因子: 56.9
作者: [P. Sander;E. Griebeler;N. Klein;Jorge Velez Juarbe;T. Wintrich;L. Revell;L. Schmitz]
通讯作者: P. Sander;E. Griebeler;N. Klein;Jorge Velez Juarbe;T. Wintrich;L. Revell;L. Schmitz
13
    Dissertation Research: Adaptive responses to urbanization in the tropical lizard Anolis cristatellus
    • 批准号:
      1701706
    • 项目类别:
      Standard Grant
    • 资助金额:
      $1.98万
    • 财政年份:
      2017
    • 负责人:
      Liam Revell
    • 依托单位:
    CAREER: Phylogenetic tools for studying phenotypic diversification in the tree of life
    • 批准号:
      1350474
    • 项目类别:
      Continuing Grant
    • 资助金额:
      $85.26万
    • 财政年份:
      2014
    • 负责人:
      Liam Revell
    • 依托单位:
    Collaborative Research: Urban Adaptation and its Role in the Success of Biological Invasion in Anolis Lizards
    • 批准号:
      1354044
    • 项目类别:
      Standard Grant
    • 资助金额:
      $29.64万
    • 财政年份:
      2014
    • 负责人:
      Liam Revell
    • 依托单位:
    国内基金
    海外基金
    水稻边界发育缺陷突变体abnormal boundary development(abd)的基因克隆与功能分析
    Development of a Linear Stochastic Model for Wind Field Reconstruction from Limited Measurement Data
    • 批准号:
      --
    • 项目类别:
      --
    • 资助金额:
      40万元
    • 批准年份:
      2020
    • 负责人:
      Vikrant Gupta
    • 依托单位: