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| Hauptverfasser: | , , , |
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| Format: | Dataset Open Access |
| Sprache: | en |
| Veröffentlicht: |
PANGAEA
2022
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| Schlagworte: | |
| Online-Zugang: | https://doi.org/10.1594/PANGAEA.946804 |
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| _version_ | 1867171880595619840 |
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| author | Uhlenkott, Katja Simon-Lledó, Erik Vink, Annemiek Martínez Arbizu, Pedro |
| author_facet | Uhlenkott, Katja Simon-Lledó, Erik Vink, Annemiek Martínez Arbizu, Pedro |
| collection | Datos científicos de ciencias marinas y ambientales |
| contents | 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. |
| format | Dataset Open Access |
| id | pangaea_https___doi_org_10_1594_PANGAEA_946804 |
| institution | PANGAEA |
| language | en |
| publishDate | 2022 |
| publisher | PANGAEA |
| record_format | pangaea |
| spellingShingle | Megafauna distribution predicted with random forest classification in the German contract area for polymetallic nodule mining, Clarion Clipperton Fracture Zone, Pacific Uhlenkott, Katja Simon-Lledó, Erik Vink, Annemiek Martínez Arbizu, Pedro CCZ_GER; Clarion-Clipperton Fraction Zone, North East Pacific Ocean; distribution modelling; image annotation; JPI Oceans - Ecological Aspects of Deep-Sea Mining; JPIO-MiningImpact; megafauna; Random forest classification; Seabed Mining And Resilience To Experimental impact; SMARTEX 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. |
| title | Megafauna distribution predicted with random forest classification in the German contract area for polymetallic nodule mining, Clarion Clipperton Fracture Zone, Pacific |
| topic | CCZ_GER; Clarion-Clipperton Fraction Zone, North East Pacific Ocean; distribution modelling; image annotation; JPI Oceans - Ecological Aspects of Deep-Sea Mining; JPIO-MiningImpact; megafauna; Random forest classification; Seabed Mining And Resilience To Experimental impact; SMARTEX |
| url | https://doi.org/10.1594/PANGAEA.946804 |