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Jonathan Sanderman
PeerJ Author & Reviewer
375 Points

Contributions by role

Author 270
Preprint Author 70
Reviewer 35

Contributions by subject area

Biogeography
Computational Biology
Plant Science
Data Mining and Machine Learning
Spatial and Geographic Information Science
Agricultural Science
Soil Science
Biodiversity
Ecosystem Science
Climate Change Biology

Jonathan Sanderman

PeerJ Author & Reviewer

Summary

Biogeochemistry Climate Change Biology Soil Science

Work details

Associate Scientist

Woods Hole Research Center

PeerJ Contributions

  • Articles 2
  • Preprints 1
November 4, 2022
Machine learning based estimation of field-scale daily, high resolution, multi-depth soil moisture for the Western and Midwestern United States
Yushu Xia, Jennifer D. Watts, Megan B. Machmuller, Jonathan Sanderman
https://doi.org/10.7717/peerj.14275 PubMed 36353602
August 22, 2018
Global mapping of potential natural vegetation: an assessment of machine learning algorithms for estimating land potential
Tomislav Hengl, Markus G. Walsh, Jonathan Sanderman, Ichsani Wheeler, Sandy P. Harrison, Iain C. Prentice
https://doi.org/10.7717/peerj.5457 PubMed 30155360
July 27, 2018 - Version: 2
Global mapping of potential natural vegetation: an assessment of Machine Learning algorithms for estimating land potential
Tomislav Hengl, Markus G Walsh, Jonathan Sanderman, Ichsani Wheeler, Sandy P Harrison, Iain C Prentice
https://doi.org/10.7287/peerj.preprints.26811v2