NOAA Water-Column Sonar Data Archive

Tutorials

• Frequency Differencing with Raw Data by Carrie Wall
  
• Plotting Raw EK60 Data by Carrie Wall
  
• Reading and Plotting Bottom Data by Carrie Wall
  
• Reading and Plotting Processed CSV Data by Carrie Wall
  

Tools & Applications

• pyEcholab - an open-source, python-based toolkit for reading, processing, plotting, and exporting fisheries acoustic echosounder data by Rick Towler, Chuck Anderson, Veronica Martinez, Pamme Crandell
  
• Water Column Sonar Data Explorer - Map viewer for exploring sonar water column data by NCEI, NOAA
  

Publications

• Building an Accessible Archive for Water Column Sonar Data by Carrie Wall
  
• Increasing the accessibility of acoustic data through global access and imagery by Carrie Wall, Michael Jech, and Susan McLean
  

Pacific Ocean Sound Recordings

Tutorials

• Tutorials on machine learning and signal processing methods for anthropogenic and cetacean study using the pacific-sound archives by MBARI
  

Publications

• Animal-borne metrics enable acoustic detection of blue whale migration by Oestreich et al. (2020)
  
• Humpback whale song occurrence reflects ecosystem variability in feeding and migratory habitat of the northeast Pacific by Ryan et al. (2019)
  
• New Passive Acoustic Monitoring in Monterey Bay National Marine Sanctuary by Ryan et al. (2016)
  
• Reduction of Low-Frequency Vessel Noise in Monterey Bay National Marine Sanctuary During the COVID-19 Pandemic by Ryan et al. (2021)
  
• Seal bomb noise as a potential threat to Monterey Bay harbor porpoise by Simonis et al. (2020)
  

Sea Around Us Global Fisheries Catch Data

Tutorials

• Tutorial for analyzing Sea Around Us Global Fisheries Catch Data using Jupyter Notebook by Shelumiel Ortiz
  

Tools & Applications

• Sea Around Us Global Fisheries Catch Data by Sea Around Us, CIC
  
• Sea Around Us Tools & Data by Sea Around Us
  

Publications

• Global Atlas of Marine Fisheries: A critical appraisal of catches and ecosystem impacts. Island Press, Washington D.C. (2016) by Pauly, D.; Zeller, D. (eds)
  
• List of the Sea Around Us publications by Sea Around Us
  

SiPeCaM (Sitios Permanentes de la Calibración y Monitoreo de la Biodiversidad)

Tutorials

• Sample search query on all images files for cumulus 92, using Alfresco. by Carolina Acosta
  Amazon S3
• Sample search query on november audio files for cumulus 92, using Alfresco. by Carolina Acosta
  Amazon S3
• Sample search query on november video files for cumulus 92, using Alfresco. by Carolina Acosta
  Amazon S3

Publications

• Sitios Permanente de la Calibración y Monitoreo de la Biodiversidad by Michael Schmidt et. al.
  

iSDAsoil

Tutorials

• iSDAsoil Python tutorial by Matt Miller
  AWS CloudFormationAmazon SageMaker

Tools & Applications

• iSDAsoil homepage - view soil property maps online by iSDA
  
• iSDAsoil liming demo app on Observable by Jamie Collinson
  

Publications

• African soil properties and nutrients mapped at 30 m spatial resolution using two-scale ensemble machine learning by Tomislav Hengl, Matthew A. E. Miller, Josip Križan, Keith D. Shepherd, Andrew Sila, Milan Kilibarda, Ognjen Antonijević, Luka Glušica, Achim Dobermann, Stephan M. Haefele, Steve P. McGrath, Gifty E. Acquah, Jamie Collinson, Leandro Parente, Mohammadreza Sheykhmousa, Kazuki Saito, Jean-Martial Johnson, Jordan Chamberlin, Francis B. T. Silatsa, Martin Yemefack, John Wendt, Robert A. MacMillan, Ichsani Wheeler & Jonathan Crouch
  

National Herbarium of NSW

Tutorials

• Accessing the National Herbarium of NSW on AWS by Dr Shelley James
  

Publications

• Atlas of Living Australia by CSIRO
  
• The Australasian Virtual Herbarium by avh@chah.org.au
  

Biodiversity Heritage Library Metadata and Page Images

Tools & Applications

• BHLIndex by Global Names
  
• BioStor by Roderic Page
  

Publications

• AI models are getting better and better at reading handwriting, but how can we find handwritten text to begin with? by Mike Trizna, JJ Dearborn
  
• Understanding BHL Through Metadata: Patterns of Bio-Diverse Knowledge Production by Lidia Ponce de la Vega
  
• Unearthing the Past for a Sustainable Future: Extracting and transforming data in the Biodiversity Heritage Library for climate action by Dearborn J, Lichtenberg M, Richard J, deVeer J, Trizna M, Mika K
  

SeeFar V0

Tutorials

• Getting Started with SeeFar for Multi-Resolution Geospatial Analysis by James Lowman - Coastal Carbon
  Amazon SageMakerAmazon S3

Publications

• SeeFar: Satellite Agnostic Multi-Resolution Dataset for Geospatial Foundation Models by Lowman, J., Zheng, K. L., Fraser, R., The, J. V. G., & Valipour, M.
  

Sounds of Central African landscapes

Publications

• Listen to the rainforest chorus that's helping scientists protect African elephants by Amazon Staff
  
• You can now hear rainforest sounds worldwide-here's why that matters by Rachel Fobar
  

Global Biodiversity Information Facility (GBIF) Species Occurrences

Tutorials

• GBIF and Apache-Spark on AWS tutorial by John Waller
  Amazon EMR

Orcasound - bioacoustic data for marine conservation

Tools & Applications

• Github for our open source projects by Orcasound open source community