For over two decades, the Soils Theme of World Agroforestry (ICRAF) in collaboration with partners has been at the cutting edge globally of innovations in soil spectroscopy, creating a large planetary database of soil data, which plays an important role in agricultural research and ecosystem restoration.

In line with the CGIAR’s Open Access Open Data policy, ICRAF is committed to sharing data using credible data repositories such as World Agroforestry Research Data Repository where data and associated meta data are stored and shared in a trackable and citable way, making data accessible to both researchers and the public.
Check out some of the open access spectral datasets here:
TITLE: Wet chemistry data for a subset of AfSIS: Phase I archived soil samples.
Vågen, Tor-Gunnar; Winowiecki, Leigh Ann; Desta, Luseged; Tondoh, Jerome; Weullow, Elvis; Shepherd, Keith; Sila, Andrew; Dunham, Sarah J.; Hernández-Allica, Javier; Carter, Joanna; McGrath, Steve P, 2021, "Wet chemistry data for a subset of AfSIS: Phase I archived soil samples", https://doi.org/10.34725/DVN/66BFOB , World Agroforestry - Research Data Repository.
TITLE: Mid-Infrared Spectra (MIRS) from ICRAF Soil and Plant Spectroscopy Laboratory Africa Soil Information Service (AfSIS) Phase I 2009-2013
Vågen, Tor-Gunnar; Winowiecki, Leigh Ann; Desta, Luseged; Tondoh, Ebagnerin Jérôme; Weullow, Elvis; Shepherd, Keith; Sila, Andrew. 2020. Mid-Infrared Spectra (MIRS) from ICRAF Soil and Plant Spectroscopy Laboratory: Africa Soil Information Service (AfSIS) Phase I 2009-2013. https://doi.org/10.34725/DVN/QXCWP1 World Agroforestry - Research Data Repository, V1.
TITLE: Forests, Trees and Agroforestry (FTA) CGIAR Research Program (CRP): Sentinel Landscapes
Visit the Sentinel Landscapes Data Portal to view land and soil health data as well as socio-economic baseline data.
TITLE: ICRAF-ISRIC Soil VNIR Spectral Library
This spectral library consists of visible near infrared spectra of 785 soil profiles (4,438 samples) selected from the Soil Information System (ISIS) of the International Soil Reference and Information Centre (ISRIC).
https://doi.org/10.34725/DVN/MFHA9C, World Agroforestry - Research Data Repository.