/JCMH-phd-thesis-notebooks

Notebooks and scripts created during the course of PhD research chapters.

Primary LanguageJupyter NotebookCreative Commons Zero v1.0 UniversalCC0-1.0

JCMH-PhD-Thesis-notebooks

Notebooks and scripts created during the course of PhD research chapters.

How to cite

  • Montes-Herrera, J.C. 2023. Benthic biologist's digital field log: Notebooks for biodiversity mapping with structure-from-motion photogrammetry and hyperspectral imaging. (Version v1.1.1) [Computer software]

Contact

J.C. Montes-Herrera juancarlos.montesherrera@utas.edu.au

Geographic coverage

  • Ellis Fjord, Vestfold Hills, Antarctica
  • McMurdo Sound, Ross Sea, Antarctica
  • Fossil Cove, Derwent estuary, Tasmania, AU

Taxonomic coverage

  • Serpulid polychaete reefs and associated communities
  • Antarctic lithogenic crustose coralline algae (CCA)
  • Tasmania zoogenic CCA

Keywords

sfm-photogrammetry, imaging-spectroscopy, hyperspectral-imaging, underwater-hyperspectral-imaging, python, jupyter

Project Data or Deliverables

  • Python Jupyter notebooks for image processing and analysis

Publications

  • Montes-Herrera, J. C., Cimoli, E., Cummings, V., Hill, N., Lucieer, A., Lucieer, V. 2021. Underwater Hyperspectral Imaging (UHI): A Review of Systems and Applications for Proximal Seafloor Ecosystem Studies. Remote Sensing. 13 (17), 3451. https://doi.org/10.3390/rs13173451

  • Montes-Herrera, J.C., Hill, N., Cummings, V.J., Johnstone, G., Stark, J.S., Lucieer, V. (accepted). Remote sensing of Antarctic polychaete reefs: Reproducible workflows for quantifying benthic structural complexity with action cameras, remotely operated vehicles, and structure-from-motion photogrammetry. Remote Sensing in Ecology and Conservation

  • Montes-Herrera, J. C., Cimoli, E., Cummings, V., Nelson, W., Hill, N., Lucieer, A., Lucieer, V. (in review). Hyperspectral imaging to quantify thalli R-Phycoerythrin: A case study on two phenotypes of Antarctic crustose coralline algae (Tethysphytum antarcticum). Journal of Phycology.