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    World Agroforestry (ICRAF) is a centre of science and development excellence that harnesses the benefits of trees for people and the environment. Leveraging the world’s largest repository of agroforestry science and information, we develop knowledge practices, from farmers’ fields to the global sphere, to ensure food security and environmental sustainability.

     

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    Driven by our vision of a world where all people have viable livelihoods supported by healthy and productive landscapes, our global team of science, research, development, institutional and resource professionals seeks to better combine the science of discovery with the science of delivery. To realize this vision, we focus on four key interacting themes: By combining more productive trees with more resilient and profitable agricultural systems and a sounder understanding of the health of the soil, land and people that is part of ‘greener’, better governed landscapes, we offer valuable and timely knowledge products and services to the global community as it tackles the major challenges of the Anthropocene. These include dealing with climate change; low soil carbon; widespread forest, tree and soil loss leading to degradation; poverty; demographic upheavals and conflict; and securing equitable futures for all with a special focus on women and children.

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    A climate change atlas for Africa of tree species prioritized for forest landscape…

    Our Climate Change Atlas for African trees shows how alterations in environmental condi

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    The Resources for Tree Planting Platform

    The Resources for Tree Planting Platform explains how to go about sourcing good quality

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    Agroforestry Species Switchboard: a synthesis of information sources to support tree research and development activities. Version 3.0
    Agroforestry Species Switchboard: a synthesis of information sources to support tree…
    Suggested citation: Kindt R, John I, Dawson IK, Graudal L, Lillesø J-P B, Ordonez J, Jamnadass R. 2022. Agroforestry Species Switchboard: a synthesis of information sources to…
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    World Agroforestry works throughout the Global South with footprints in Africa, Asia and Latin America. Our activities span over 44 countries in six regions. Each office oversees, plans, coordinates and supports initiatives within their region, and maintains liaisons and partnerships with governments, development partners, learning institutions and civil society

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  • CIFOR-ICRAF
    Check out cifor-icraf.org!

    The Center for International Forestry Research (CIFOR and World Agroforestry (ICRAF) joined forces in 2019, leveraging a combined 65 years’ experience in research on the role of forests and trees in solving critical global challenges.

    CIFOR-ICRAF sub menu

    • Home
    • About
    • Research
    • Locations
    • Knowledge
    • News
    • Events

    Footer menu

    • About Us
    • Contact
    • Careers
    • Tree Seed Info
    • Agroforestry World
    • CIFOR-ICRAF privacy notice
    • Corporate Documents
    • Labs
    • Intranet
    • Global Landscapes Forum
    © 2021 World Agroforestry All rights reserved.
    To report issues related to research ethics, fraud, harassment and other forms of wrongdoing visit the ICRAF Anonymous Reporting Platform
    Stay informed

    ICRAF publishes content on a regular basis. Subscribe and stay up-to-date on the latest news and trends on agroforestry

    Subscribe
  • About
    About

    World Agroforestry (ICRAF) is a centre of science and development excellence that harnesses the benefits of trees for people and the environment. Leveraging the world’s largest repository of agroforestry science and information, we develop knowledge practices, from farmers’ fields to the global sphere, to ensure food security and environmental sustainability.

     

    About menu

    • About ICRAF
    • Our History
    • Corporate Documents
    • CIFOR-ICRAF Merger
    • What is Agroforestry?

    About Us Submenu

    • Board of Trustees
    • Management Team
    • Careers
    • Policies and Guidelines

    Footer menu

    • About Us
    • Contact
    • Careers
    • Tree Seed Info
    • Agroforestry World
    • CIFOR-ICRAF privacy notice
    • Corporate Documents
    • Labs
    • Intranet
    • Global Landscapes Forum
    © 2021 World Agroforestry All rights reserved.
    To report issues related to research ethics, fraud, harassment and other forms of wrongdoing visit the ICRAF Anonymous Reporting Platform
    Stay informed

    ICRAF publishes content on a regular basis. Subscribe and stay up-to-date on the latest news and trends on agroforestry

    Subscribe
  • Research
    Research

    Driven by our vision of a world where all people have viable livelihoods supported by healthy and productive landscapes, our global team of science, research, development, institutional and resource professionals seeks to better combine the science of discovery with the science of delivery. To realize this vision, we focus on four key interacting themes: By combining more productive trees with more resilient and profitable agricultural systems and a sounder understanding of the health of the soil, land and people that is part of ‘greener’, better governed landscapes, we offer valuable and timely knowledge products and services to the global community as it tackles the major challenges of the Anthropocene. These include dealing with climate change; low soil carbon; widespread forest, tree and soil loss leading to degradation; poverty; demographic upheavals and conflict; and securing equitable futures for all with a special focus on women and children.

    Research Menu

    • Research Areas
    • Publications
    • Programmes
    • Projects
    • Resource Centre
    • Discover Agroforestry
    A climate change atlas for Africa of tree species prioritized for forest landscape…

    Our Climate Change Atlas for African trees shows how alterations in environmental condi

    Read More
    The Resources for Tree Planting Platform

    The Resources for Tree Planting Platform explains how to go about sourcing good quality

    Read More
    Agroforestry Species Switchboard: a synthesis of information sources to support tree research and development activities. Version 3.0
    Agroforestry Species Switchboard: a synthesis of information sources to support tree…
    Suggested citation: Kindt R, John I, Dawson IK, Graudal L, Lillesø J-P B, Ordonez J, Jamnadass R. 2022. Agroforestry Species Switchboard: a synthesis of information sources to…
    Read More

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    • Agroforestry World
    • CIFOR-ICRAF privacy notice
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    © 2021 World Agroforestry All rights reserved.
    To report issues related to research ethics, fraud, harassment and other forms of wrongdoing visit the ICRAF Anonymous Reporting Platform
    Stay informed

    ICRAF publishes content on a regular basis. Subscribe and stay up-to-date on the latest news and trends on agroforestry

    Subscribe
  • Regions
    Regions

    World Agroforestry works throughout the Global South with footprints in Africa, Asia and Latin America. Our activities span over 44 countries in six regions. Each office oversees, plans, coordinates and supports initiatives within their region, and maintains liaisons and partnerships with governments, development partners, learning institutions and civil society

    Region menu

    • Eastern & Southern Africa
    • West & Central Africa
    • Latin America
    • East & Central Asia
    • South Asia
    • Southeast Asia
    Eswatini
    Ethiopia
    Kenya
    Lesotho
    Malawi
    Rwanda
    Somalia
    Tanzania
    Uganda
    Zambia
    China
    Kyrgyzstan
    Brazil
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    Panama
    Peru
    Cameroon
    Côte d’Ivoire
    Democratic Republic of Congo(DRC)
    Mali
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    Nigeria
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    © 2021 World Agroforestry All rights reserved.
    To report issues related to research ethics, fraud, harassment and other forms of wrongdoing visit the ICRAF Anonymous Reporting Platform
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    ICRAF publishes content on a regular basis. Subscribe and stay up-to-date on the latest news and trends on agroforestry

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    Keep up to date with our latest news stories. Learn about our innovative research, programmes and global partnerships.

    News&Events Menu

    • Press Releases
    • ICRAF in the Media
    • News
    Use dirt solution for carbon pollution, says expert
    Read More
    In Kenya, a community regrew its forest — and redefined reforestation success
    Read More
    Our Global Food Systems Are Rife with Injustice: Here’s How We Can Change This
    Read More

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    © 2021 World Agroforestry All rights reserved.
    To report issues related to research ethics, fraud, harassment and other forms of wrongdoing visit the ICRAF Anonymous Reporting Platform
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BiodiversityR pic
More than 100,000 installations of BiodiversityR: growing a better understanding of biodiversity
Back
Date
30 Nov 2018
Author
Rob Finlayson
SDG
SDG15 -Ecosystems and biodiversity
Subject
Agriculture/Agroforestry, Natural Resource Management, Biodiversity

 

 width=

Sample output. Source: BiodiversityR, World Agroforestry Centre

 

The software is of increasing importance in measuring biodiversity globally

The BiodiversityR package was created by Roeland Kindt, a senior ecologist at the World Agroforestry Centre, to accompany the Tree Diversity Analysis manual for common statistical methods for ecological and biodiversity studies.

Based on daily package downloads made available for the RStudio mirror server since 1 October 2012, BiodiversityR has been installed more than 100,000 times to the end of October 2018.

It is not known what the actual total number of installations has been because the R base software and its contributing packages can be downloaded from a large number of mirror sites and also because the first version of BiodiversityR was released over ten years ago, in July 2007. The vegan package, for which BiodiversityR is a companion, has been installed more than 1,200,000 times, according to the same download statistics from the RStudio server.

 width=

Graphical user interface from the species’ distribution modelling menu. Source: BiodiversityR, World Agroforestry Centre

The Tree Diversity Analysis manual focuses on the analysis of species’ survey data, providing a comprehensive review of methods, such as species’ accumulation curves, accumulated Rényi diversity profiles, constrained ordination techniques or generalized additive models.

Despite the manual’s title, the statistical methods described within can be used for a wider range of organisms, for different hierarchical levels of biodiversity and for a variety of environments. Both manual and software can be accessed openly and without charge.

One of the features of BiodiversityR is a graphical user interface developed specifically for training students and researchers who are not familiar with the command-style programming of R. Since its release in 2007, the graphical user interface has been developed in parallel with the vegan community ecology package, a package that contains recommended statistical tools for the analysis of dissimilarities and diversity, which has been widely cited (> 16,000 times according to recent Google Scholar statistics). Roeland Kindt is also a co-author.

Since 2012 and version 2.0, BiodiversityR has been expanded with new functions for ensemble suitability modelling. These new species’ distribution modelling functions were typically applied in studies of the potential effects of climate change on tree distributions, including a recently published climate change atlas for 54 tree species that are widely used in Central America for shade in coffee or cocoa agroforestry systems.

Improving the relevance of the package is a continuous process. Users can look forward to updates as they are released.

If you would like to discuss any aspect of BiodiversityR, please contact Roeland Kindt: r.kindt@cgiar.org.

 

 

 

 

 

 

 

 

The World Agroforestry Centre (ICRAF) is a centre of scientific excellence that harnesses the benefits of trees for people and the environment. Knowledge produced by ICRAF enables governments, development agencies and farmers to utilize the power of trees to make farming and livelihoods more environmentally, socially and economically sustainable at multiple scales. ICRAF is one of the 15 members of the CGIAR, a global research partnership for a food-secure future. We thank all donors who support research in development through their contributions to the CGIAR Fund.

 

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