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Uhlenkott, Katja; Simon-Lledó, Erik; Vink, Annemiek; Martínez Arbizu, Pedro (2022): Megafauna distribution predicted with random forest classification in the German contract area for polymetallic nodule mining, Clarion Clipperton Fracture Zone, Pacific [dataset]. PANGAEA, https://doi.org/10.1594/PANGAEA.946804

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Abstract:
The dataset contains grid-files of the predicted probability of occurrence, respectively non-occurrence, predicted for the 68 morphotypes across the German contract area allocated to the German Federal Institute for Geosciences and Natural Resources (BGR) for the exploration of polymetallic nodules in the Clarion Clipperton Facture Zone, Pacific with random forest classification. All grid-files are saved in the standard format of the R-package "raster" (https://cran.r-project.org/web/packages/raster/index.html) and contain 2 bands, the first being the predicted probability for absence and the second layer for presence of the specific morphotype.
Keyword(s):
distribution modelling; image annotation; megafauna; Random forest classification
Related to:
Uhlenkott, Katja; Simon-Lledó, Erik; Vink, Annemiek; Martínez Arbizu, Pedro (2022): Investigating the benthic megafauna in the eastern Clarion Clipperton Fracture Zone (north-east Pacific) based on distribution models predicted with random forest. Scientific Reports, 12(1), 8229, https://doi.org/10.1038/s41598-022-12323-0
Uhlenkott, Katja; Simon-Lledó, Erik; Vink, Annemiek; Martínez Arbizu, Pedro (2022): Megafauna morphotypes annotated on deep see images in the German contract area for polymetallic nodule mining, Clarion Clipperton Fracture Zone, Pacific. PANGAEA, https://doi.org/10.1594/PANGAEA.946800
Funding:
Federal Ministry of Education and Research (BMBF), grant/award no. 03F0707E: JPI-O MiningImpact: Wiederbesiedlungspotential bergbaulich beanspruchter Tiefseeareale
Federal Ministry of Education and Research (BMBF), grant/award no. 03F0812E: JPI-O MiningImpact: Molekulare Biodiversitätserfassung
Natural Environment Research Council (NERC), grant/award no. NE/T003537/1: Seabed Mining And Resilience To EXperimental impact
Coverage:
Latitude: 11.928412 * Longitude: -117.445666
Event(s):
CCZ_GER * Latitude: 11.928412 * Longitude: -117.445666 * Location: Clarion-Clipperton Fraction Zone, North East Pacific Ocean
Status:
Curation Level: Basic curation (CurationLevelB)
Size:
765.3 MBytes

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