World's Best Scientists 2026 revealed!
Keith D. Shepherd

Keith D. Shepherd

Award Badge
Plant Science and Agronomy
Kenya
2025
Award Badge
Environmental Sciences
Kenya
2023

D-Index & Metrics

Plant Science and Agronomy

D-Index
54
Citations
15810
World Ranking
1661
National Ranking
4

Environmental Sciences

D-Index
56
Citations
16259
World Ranking
3576
National Ranking
2

Research.com Recognitions

  • 2025 - Research.com Plant Science and Agronomy in Kenya Leader Award
  • 2023 - Research.com Environmental Sciences in Kenya Leader Award
  • 2022 - Research.com Environmental Sciences in Kenya Leader Award

Overview

Keith D. Shepherd is affiliated with the World Agroforestry Centre in Kenya, where their research focuses primarily on environmental and agricultural sciences. They have contributed extensively to the study of soil properties, nutrient dynamics, and geostatistical mapping, with a particular focus on sub-Saharan Africa.

Their recent publications highlight a range of topics in soil science, environmental engineering, and artificial intelligence applications in agriculture. Key papers include:

  • "African soil properties and nutrients mapped at 30 m spatial resolution using two-scale ensemble machine learning" (2021) published in Scientific Reports
  • "What is a good level of soil organic matter? An index based on organic carbon to clay ratio" (2020) published in European Journal of Soil Science
  • "Continental-scale controls on soil organic carbon across sub-Saharan Africa" (2021) published in SOIL
  • "Mineral-nutrient relationships in African soils assessed using cluster analysis of X-ray powder diffraction patterns and compositional methods" (2020) published in Geoderma
  • "A global soil spectral calibration library and estimation service" (2022) published in Soil Security

Frequent coauthors collaborating with Keith D. Shepherd include Andrew Sila, S. P. McGrath, Stephan M. Haefele, Ermias Aynekulu, and Yufeng Ge.

Publication venues in which they have frequently contributed encompass:

  • Zenodo (CERN European Organization for Nuclear Research)
  • PLoS ONE
  • World Agroforestry Centre - ICRAF Dataverse
  • European Journal of Soil Science
  • Scientific Reports

Their research spans multiple fields and subfields, most notably:

  • Environmental Science
  • Agricultural and Biological Sciences

  • Environmental Engineering
  • Artificial Intelligence
  • Soil Science
  • Management, Monitoring, Policy and Law
  • Global and Planetary Change

Keith D. Shepherd's main areas of focus and topics include:

  • Soil Geostatistics and Mapping
  • Geochemistry and Geologic Mapping
  • Soil Carbon and Nitrogen Dynamics
  • Soil and Land Suitability Analysis
  • Mineral Processing and Grinding
  • Soil Moisture and Remote Sensing
  • Spectroscopy and Chemometric Analyses

Best Publications

  • Development of Reflectance Spectral Libraries for Characterization of Soil Properties

    Keith D. Shepherd;Markus G. Walsh

  • Soil Fertility Replenishment in Africa: An Investment in Natural Resource Capital

    Pedro A. Sanchez;Keith D. Shepherd;Meredith J. Soule;Frank M. Place

  • Mapping Soil Properties of Africa at 250 m Resolution: Random Forests Significantly Improve Current Predictions.

    Tomislav Hengl;Gerard B. M. Heuvelink;Bas Kempen;Johan G. B. Leenaars

  • Global soil characterization with VNIR diffuse reflectance spectroscopy

    David J. Brown;Keith D. Shepherd;Markus G. Walsh;M. Dewayne Mays

  • Integrated soil fertility management: Operational definition and consequences for implementation and dissemination

    B Vanlauwe;A Bationo;J Chianu;K.E. Giller

  • A global spectral library to characterize the world’s soil

    R.A. Viscarra Rossel;T. Behrens;E. Ben-Dor;D.J. Brown

  • Digital Soil Map of the World

    Pedro A. Sanchez;Sonya Ahamed;Florence Carré;Alfred E. Hartemink

  • The diversity of rural livelihoods and their influence on soil fertility in agricultural systems of East Africa - A typology of smallholder farms

    Pablo A. Tittonell;Pablo A. Tittonell;A. Muriuki;Keith D. Shepherd;D. Mugendi

  • Soil Spectroscopy: An Alternative to Wet Chemistry for Soil Monitoring

    Marco Nocita;Antoine Stevens;Bas van Wesemael;Matt Aitkenhead

  • Exploring diversity in soil fertility management of smallholder farms in western Kenya: II. Within-farm variability in resource allocation, nutrient flows and soil fertility status

    Pablo Adrián Tittonell;Pablo Adrián Tittonell;Bernard Vanlauwe;P.A. Leffelaar;Keith D. Shepherd

  • The prediction of soil carbon fractions using mid-infrared-partial least square analysis

    L. J. Janik;J. O. Skjemstad;K. D. Shepherd;L. R. Spouncer

  • Unravelling the effects of soil and crop management on maize productivity in smallholder agricultural systems of western Kenya—An application of classification and regression tree analysis

    Pablo A. Tittonell;Pablo A. Tittonell;Keith D. Shepherd;Bernard Vanlauwe;Ken E. Giller

  • Soil nutrient maps of Sub-Saharan Africa: assessment of soil nutrient content at 250 m spatial resolution using machine learning.

    Tomislav Hengl;Johan G. B. Leenaars;Keith D. Shepherd;Markus G. Walsh

  • Infrared spectroscopy—enabling an evidence-based diagnostic surveillance approach to agricultural and environmental management in developing countries

    Keith D. Shepherd;Markus G. Walsh

  • Estimating the environmental costs of soil erosion at multiple scales in Kenya using emergy synthesis

    Matthew J. Cohen;Mark T. Brown;Keith D. Shepherd

  • Soil fertility management in west Kenya: dynamic simulation of productivity, profitability and sustainability at different resource endowment levels

    K.D. Shepherd;M.J. Soule

  • African Soil Properties and Nutrients Mapped at 30--m Spatial Resolution using Two-scale Ensemble Machine Learning

    Tomislav Hengl;Matthew A. E. Miller;Josip Križan;Keith D. Shepherd

  • Organic matter stabilization in soil aggregates: Understanding the biogeochemical mechanisms that determine the fate of carbon inputs in soils

    Louis V. Verchot;Laure Dutaur;Keith D. Shepherd;Alain Albrecht

  • Prediction of Soil Fertility Properties from a Globally Distributed Soil Mid-Infrared Spectral Library

    Thomas Terhoeven-Urselmans;Tor-Gunnar Vagen;Otto Spaargaren;Keith D. Shepherd

  • Factors affecting the use of fertilizers and manure by smallholders: the case of Vihiga, western Kenya

    Michael M. Waithaka;Philip K. Thornton;Keith D. Shepherd;Nicholas N. Ndiwa

  • Empirical reformulation of the universal soil loss equation for erosion risk assessment in a tropical watershed

    Matthew J. Cohen;Keith D. Shepherd;Markus G. Walsh

Frequent Co-Authors

Eike Luedeling
Eike Luedeling University of Bonn
Bernard Vanlauwe
Bernard Vanlauwe International Institute of Tropical Agriculture
Georg Cadisch
Georg Cadisch University of Hohenheim
Pablo Tittonell
Pablo Tittonell University of Groningen
Steve P. McGrath
Steve P. McGrath Rothamsted Research
Cheryl A. Palm
Cheryl A. Palm University of Florida
Stephan M. Haefele
Stephan M. Haefele Rothamsted Research
Henry Neufeldt
Henry Neufeldt Technical University of Denmark
Ken E. Giller
Ken E. Giller Wageningen University & Research
Jan W. de Leeuw
Jan W. de Leeuw International Soil Reference and Information Centre

If you think any of the details on this page are incorrect, let us know.

Report an issue

We appreciate your kind effort to assist us to improve this page, it would be helpful providing us with as much detail as possible in the text box below:

Best Scientists Citing Keith D. Shepherd

Trending Scientists

Recently Published Articles