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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

    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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    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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    © 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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    Use dirt solution for carbon pollution, says expert
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    In Kenya, a community regrew its forest — and redefined reforestation success
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    To report issues related to research ethics, fraud, harassment and other forms of wrongdoing visit the ICRAF Anonymous Reporting Platform
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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

    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
  • 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
    Costa Rica
    Honduras
    Nicaragua
    Panama
    Peru
    Cameroon
    Côte d’Ivoire
    Democratic Republic of Congo(DRC)
    Mali
    Niger
    Nigeria
    Indonesia
    Myanmar
    Philippines
    Thailand
    Vietnam
    Afghanistan
    Bangladesh
    Bhutan
    India
    Nepal
    Pakistan
    Sri Lanka

    Footer menu

    • About Us
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    • Tree Seed Info
    • Agroforestry World
    • CIFOR-ICRAF privacy notice
    • Corporate Documents
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    • 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
  • Newsroom
    Newsroom

    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

    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
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Landscape approach to estimate soil carbon: the potential and usefulness of Mid Infrared (MIR) spectroscopy
Back
Year
2013

Authors
Takousting B A, Sila A MSila A M
Sila A M
Sila A M
Data Scientist
Dr. Andrew Sila is a Data Scientist at ICRAF’s Soil-Plant Spectral Diagnostics L...
View full profile
, Weullow EWeullow E
Weullow E
Weullow E
Laboratory Manager
Elvis Weullow is a qualified Analytical and Environmental Chemist at ICRAF’S Soi...
View full profile
, Tchoundjeu Z, Shepherd K DShepherd K D
Shepherd K D
Shepherd K D
Leader, Land Health Decisions
Keith Shepherd’s research focuses on land health surveillance – an evidence-base...
View full profile
, Betemariam EBetemariam E
Betemariam E
Betemariam E
Land Health Scientist
Ermias Betemariam is a land health scientist with research interest in land...
View full profile
In
  • Conferences and Workshop materials
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Source
keywords
  • Soil carbon
  • Land use
  • Mid Infrared (MIR) Spectroscopy
Region
West and Central Africa
Soil samples analysis for carbon values are consistently being needed for the application of allometric equations in estimating below ground carbon stock. Unfortunately, current conventional laboratory analysis methods for quantifying soil carbon in soil samples are slow, expensive and time consuming. A rapid and inexpensive method has been successfully developed and tested particularly when dealing with large number of samples or when soil information is needed at landscape level. The objective of this study was to assess the applicability and the usefulness of the Mid Infrared spectroscopy to estimate soil carbon values in 192 soil samples collected across four types of land use systems (forest, Mixed cropping, fallow, Cocoa plantation)in the southern part of Cameroon. Soil carbon estimates obtained using conventional methods for a randomly selected sub-set of 58 (30%) samples were used for model calibration while the remaining (134) 60% were used for model validation. The laboratory results were calibrated to reflectance measurements using partial least square of regression (PLSR). A calibration model, with the equations developed using Principal Component Analysis and PLSR was developed on the samples for which laboratory analysis were obtained. The predictive ability of the PLSR model was assessed on predicted and measured values of soil attributes using the coefficient of determination (r2) and the root mean square error (RMSE). The results obtained from the calibration procedure inveterate the practicability of MIR in predicting soil parameters. Good calibrations (r2 = 0.92 and RMSP = 0.14; r2 = 0.94and RMSP = 0.13) were obtained for total Carbon and organic Carbon respectively. This indicated that the infrared spectra could explain 92% of organic Carbon (while ? 13% error) and 94% of Total Carbon (while ? 14% error). The study demonstrated and confirmed that the MIR-PLS method can be used to estimate soil carbon and other soil properties based on calibrations of MIR values. These results are highly encouraging and form the basis for developing regional scale frameworks for assessment and monitoring of soil carbon.

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