Antarctic copepod interaction data mining manuscript (Grillo et al.): Data Section 1 of 3: GIS predictor layers for predicted distribution models

Identification_Information:

Citation:

Citation_Information:

Originator: Marco Grillo, Stefano Schiaparelli and Falk Huettmann
Publication_Date: 20240501
Title:

Edition: 1
Geospatial_Data_Presentation_Form: raster digital data
Other_Citation_Details: Compiled data set
Online_Linkage: xxx
Larger_Work_Citation:

Citation_Information:

Originator: Grillo et al. from compiled data sources, e.g. Macroscope
Publication_Date: 20240501
Title:

Machine learning applied to species occurence and interactions: the missing link in open access biodiversity assessment and modelling of Antarctic plankton distribution

Edition: 1
Geospatial_Data_Presentation_Form: raster digital data

Description:

Abstract:

This data set is 1 of 3 parts of a wider manuscript by Grillo et al. Here we present and describe te predictor set used which are provided in a raster format as grid and ASCII text files. They are zipped and ready to be used for a open source GIS layers and model data extraction. It includes the following predictors (coming from the Macroscope project): verbatimDepth Sampling depth Temperature Dec C. temperature of the water Salinity Salinity of the water Oxygen Dissolved Oxygen dissolved in the water column SeaCurrent Mean surface current speed SeaIce Fraction of sea ice GeoThermal Flux Bottom temperature Phosphate Surface Phosphate dissolved at surface Phosphate 50 m Phosphate dissolved at 50 m Phosphate 200 m Phosphate dissolved at 200 m Silicate Surface Silicate dissolved at surface Silicate 50 m Silicate dissolved at 50 m Silicate 200 m Silicate dissolved at 200 m NOx Surface NOx dissolved at surface NOx 50 m NOx dissolved at 50 m NOx 200 m NOx dissolved at 200 m Depth Bottom depth Slope Bottom’s slope NOx Average of NOx dissolved in the water column POx Average of POx dissolved in the water column N/P Ratio of NOx to POx layers

This is one data section out of 3 other data set sections (GIS predictors, presence only locations, and .machine learning ensemble model predictions).

Purpose: Foundation for the manuscript by Grillo et al.
Supplemental_Information: See details in Boulanger-Lapointe et al.

Time_Period_of_Content:

Time_Period_Information:

Range_of_Dates/Times:

Beginning_Date:Ending_Date:

Currentness_Reference: ground condition

Status:

Progress: Complete
Maintenance_and_Update_Frequency: None planned

Spatial_Domain:

Description_of_Geographic_Extent: World
Bounding_Coordinates:

West_Bounding_Coordinate: -56.00
East_Bounding_Coordinate: -73.00
North_Bounding_Coordinate: -56.00
South_Bounding_Coordinate: -139.00

Keywords:

Theme:

Theme_Keyword_Thesaurus: ISO 19115 Topic Category
Theme_Keyword: biota

Theme:

Theme_Keyword_Thesaurus: None
Theme_Keyword:

Place:

Place_Keyword_Thesaurus: None
Place_Keyword:

High resolution 250m pixel predictors, geographic information system (GIS), data, data mining, machine learning, open access

Access_Constraints: None, as described in the manuscript.
Use_Constraints: None, as described in the manuscript.
Point_of_Contact:

Contact_Information:

Contact_Person_Primary:

Contact_Person: Grillo et al.
Contact_Organization: Siena University Italy

Contact_Address:

Address_Type: mailing and physical
Address: xxx
City: Siena,
State_or_Province:Postal_Code: xxx
Country: Italy

Contact_Voice_Telephone:Contact_Electronic_Mail_Address: xxx

Data_Set_Credit: Several sources are used, details provided in the manuscript.
Native_Data_Set_Environment: Data come from sources; details provided in the manuscript.

Data_Quality_Information:

Attribute_Accuracy:

Attribute_Accuracy_Report:

Data are assessed and described in Supplemental Materials of Grillo et al.

Logical_Consistency_Report: Data are logicially consistent
Completeness_Report: Data are complete as used in Grillo et al.
Positional_Accuracy:

Horizontal_Positional_Accuracy:

Horizontal_Positional_Accuracy_Report: See Grillo et al.

Vertical_Positional_Accuracy:

Vertical_Positional_Accuracy_Report: NA

Lineage:

Process_Step:

Process_Description: Data were processed as described in Grillo et al.
Source_Used_Citation_Abbreviation: Various, as stated in Grillo et al.
Process_Date: 20211201
Source_Produced_Citation_Abbreviation: Grillo et al.

Entity_and_Attribute_Information:

Overview_Description:

Entity_and_Attribute_Overview:

Raster GIS data , based on coordinates using Icelandic projection

Entity_and_Attribute_Detail_Citation: as stated in Grillo et al.

Distribution_Information:

Distributor:

Contact_Information:

Contact_Person_Primary:

Contact_Person: Marco Grillo
Contact_Organization:

Department of Physical Sciences, Earth and Environment (DSFTA), University of Siena

Contact_Address:

Address_Type: mailing address
Address:City:

Department of Physical Sciences, Earth and Environment (DSFTA), University of Siena, Siena, Italy

State_or_Province:Postal_Code:Country: Italy

Contact_Voice_Telephone:Contact_Electronic_Mail_Address: grillomarco94@gmail.com

Distribution_Liability:

Unless otherwise stated, all data, metadata and related materials are considered to satisfy the quality standards relative to the purpose for which the data were collected. Although these data and associated metadata have been reviewed for accuracy and completeness and approved for release by the authors, no warranty expressed or implied is made regarding the display or utility of the data on any other system or for general or scientific purposes, nor shall the act of distribution constitute any such warranty.

Standard_Order_Process:

Digital_Form:

Digital_Transfer_Information:

Format_Name: Digital Data

Digital_Transfer_Option:

Online_Option:

Computer_Contact_Information:

Network_Address:

Network_Resource_Name: https://doi.org/10.5066/xxxxxxxx

Fees: None

Metadata_Reference_Information:

Metadata_Date: 20211209
Metadata_Contact:

Contact_Information:

Contact_Person_Primary:

Contact_Person: Falk Huettmann
Contact_Organization: University of Alaska Fairbanks UAF

Contact_Position: Professor
Contact_Address:

Address_Type: mailing and physical
Address: 419 Irving I
City: Fairbanks
State_or_Province: Alaska
Postal_Code: 99775
Country: US

Contact_Voice_Telephone: +1907 474 7882
Contact_Electronic_Mail_Address: fhuettmann@alaska.edu

Metadata_Standard_Name:

FGDC Biological Data Profile of the Content Standard for Digital Geospatial Metadata

Metadata_Standard_Version: FGDC-STD-001.1-1999

Antarctic copepod interaction data mining manuscript (Grillo et al.): Data Section 1 of 3: GIS predictor layers for predicted distribution models

Metadata: