Beyond the black box: Promoting mathematical collaborations for elucidating interactions in soil ecology

Alison E. Bennett, Katharine Preedy, Antonio Golubski, James Umbanhowar, Stuart R. Borrett, Loren Byrne, Kent Apostol, James D. Bever, Lori Biederman, Aimée T. Classen, Kim Cuddington, Marie Anne De Graaff, Karen A. Garrett, Lou Gross, Alan Hastings, Jason D. Hoeksema, Volodymyr Hrynkiv, Justine Karst, Miro Kummel, Charlotte T. LeeChao Liang, Wei Liao, Keenan Mack, Laura Miller, Bonnie Ownley, Claudia Rojas, Ellen L. Simms, Vonda K. Walsh, Matthew Warren, Jun Zhu

Research output: Contribution to journalArticlepeer-review

3 Scopus citations

Abstract

Understanding soil systems is critical because they form the structural and nutritional foundation for plants and thus every terrestrial habitat and agricultural system. In this paper, we encourage increased use of mathematical models to drive forward understanding of interactions in soil ecological systems. We discuss several distinctive features of soil ecosystems and empirical studies of them. We explore some perceptions that have previously deterred more extensive use of models in soil ecology and some advances that have already been made using models to elucidate soil ecological interactions. We provide examples where mathematical models have been used to test the plausibility of hypothesized mechanisms, to explore systems where experimental manipulations are currently impossible, or to determine the most important variables to measure in experimental and natural systems. To aid in the development of theory in this field, we present a table describing major soil ecology topics, the theory previously used, and providing key terms for theoretical approaches that could potentially address them. We then provide examples from the table that may either contribute to important incremental developments in soil science or potentially revolutionize our understanding of plant-soil systems. We challenge scientists and mathematicians to push theoretical explorations in soil systems further and highlight three major areas for the development of mathematical models in soil ecology: Theory spanning scales and ecological hierarchies, processes, and evolution.

Original languageEnglish (US)
Article numbere02779
JournalEcosphere
Volume10
Issue number7
DOIs
StatePublished - Jul 2019
Externally publishedYes

Keywords

  • Ecological hierarchy
  • Evolution
  • Mathematical model
  • Plant-soil interactions
  • Soil ecology
  • Soil processes
  • Theory

ASJC Scopus subject areas

  • Ecology, Evolution, Behavior and Systematics
  • Ecology

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