Predicted27ArcticSeabirdDistributions (ESRI Grids)

Metadata also available as

Metadata:


Identification_Information:
Citation:
Citation_Information:
Originator: Huettmann, F., Yu. Artukhin, O. Gilg and G. Humphries,
Publication_Date: 20101224
Title: Predicted27ArcticSeabirdDistributions (ESRI Grids)
Edition: 1
Geospatial_Data_Presentation_Form: database
Publication_Information:
Publication_Place: EWHALE lab
Publisher: University of Alaska-Fairbanks (UAF)
Other_Citation_Details: This data set is part of a publication coming forward.
Online_Linkage:
These data are available on request and part of an online open access publication
Description:
Abstract:
This data set consists of predicted distribution maps for 27 seabird species of the circumpolar Arctic. These maps are based on public compiled 'presence only' data and absence scenarios; it covers the summer season of the Arctic ocean. The models are created with data mining and machine learning algorithms, RandomForest. The following seabird species are included (names and taxonomic serial numbers (TSN) from the ITIS taxonomy database are used): Razorbill (Alca torda, TSN 176971), Dovekie (Alle alle, TSN 176982), Kittlittzs Murrelet (Brachyramphus brevirostris, TSN 176998), Pigeon Guillemot (Cepphus columba, TSN 176991), Black Guillemot (Cepphus grylle, TSN 176985), Atlantic Puffin (Fratercula arctica, TSN 177025), Tufted Puffin (Fratercula cirrhata, TSN 177032), Horned Puffin (Fratercula corniculata, TSN 177029), Northern Fulmar (Fulmarus glacialis,TSN 174536), Herring Gull (Larus argentatus, TSN 176824), Lesser Black-backed Gull (Larus fuscus, TSN 176821), Iceland Gull (Larus glaucoides, TSN 176811), Heuglins Gull (Larus heuglini, TSN 176821), Glaucous Gull (Larus hyperboreus, TSN 176808), Great Black-backed Gull (Larus marinus, TSN 176815), Thayers Gull (Larus thayeri, TSN 176828), Ivory Gull ( Pagophila eburnean, TSN 176851), Rosss Gull (Rhodostethia rosea, TSN 176864), Black-legged Kittiwake (Rissa tridactyla, TSN 176875), Long-tailed Jaeger (Stercorarius longicaudus, TSN 176794), Parasitic Jaeger (Stercorarius parasiticus, TSN 176793), Pomarine Jaeger (Stercorarius pomarinus, TSN 176792), Great Skua (Stercorarius skua, TSN 176797), Aleutian tern (Sterna aleutica, TSN 176893), Arctic tern (Sterna paradisaea, TSN 176890), Common Murre (Uria aalge, TSN 176974), Thick-billed Murre (Uria lomvia, TSN 176978), Sabines Gull (Xema sabini, TSN 176866).

These models are the first of its kind, and as part of a special issue journal publication several model-prediction performance metrics were employed, showing poor (few coastal species) to very good performances (most pelagic species). These models are available as ESRI GRIDS and should be used and for further testing and improvement.

Purpose:
These models are freely available and should be used and for further testing and improvement to understand Arctic seabird distribution..\
Time_Period_of_Content:
Time_Period_Information:
Range_of_Dates/Times:
Beginning_Date: Unknown
Ending_Date: Unknown
Currentness_Reference:
Status:
Progress:
Maintenance_and_Update_Frequency:
Spatial_Domain:
Description_of_Geographic_Extent: Circumpolar Arctic, north of 60 degrees latitude
Bounding_Coordinates:
West_Bounding_Coordinate: 179.999999
East_Bounding_Coordinate: 180.00000
North_Bounding_Coordinate: 0
South_Bounding_Coordinate: 66.00000
Keywords:
Theme:
Theme_Keyword_Thesaurus: None
Theme_Keyword: Arctic
Theme_Keyword: Circumpolar Arctic
Theme_Keyword: Seabirds
Theme_Keyword: Predictions
Theme_Keyword: Maps
Theme_Keyword: Distribution
Theme_Keyword: Niche Modeling
Theme_Keyword: Razorbill Alca torda,TSN 176971)
Theme_Keyword: Dovekie (Alle alle, TSN 176982)
Theme_Keyword: Kittlittzs Murrelet (Brachyramphus brevirostris, TSN 176998)
Theme_Keyword: Pigeon Guillemot (Cepphus columba TSN 176991)
Theme_Keyword: Black Guillemot (Cepphus grylle, TSN 176985)
Theme_Keyword: Atlantic Puffin (Fratercula arctica , TSN 177025)
Theme_Keyword: Tufted Puffin (Fratercula cirrhata , TSN 177032)
Theme_Keyword: Horned Puffin (Fratercula corniculata, TSN 177029)
Theme_Keyword: Northern Fulmar (Fulmarus glacialis, TSN 174536)
Theme_Keyword: Herring Gull (Larus argentatus, TSN 176824)
Theme_Keyword: Lesser Black-backed Gull Larus fuscus, TSN 176821)
Theme_Keyword: Iceland Gull (Larus glaucoides, TSN 176811)
Theme_Keyword: Heuglins Gull (Larus heuglini, TSN 176821)
Theme_Keyword: Glaucous Gull (Larus hyperboreus, TSN 176808)
Theme_Keyword: Great Black-backed Gull (Larus marinus, TSN 176815)
Theme_Keyword: Thayers Gull (Larus thayeri, TSN 176828)
Theme_Keyword: Ivory Gull (Pagophila eburnean, TSN 176851)
Theme_Keyword: Rosss Gull (Rhodostethia rosea, TSN 176864)
Theme_Keyword: Black-legged Kittiwake (Rissa tridactyla, TSN 176875)
Theme_Keyword: Long-tailed Jaeger (Stercorarius longicaudus, TSN 176794)
Theme_Keyword: Parasitic Jaeger (Stercorarius parasiticus, TSN 76793)
Theme_Keyword: Pomarine Jaeger (Stercorarius pomarinus,TSN 176792)
Theme_Keyword: Great Skua (Stercorarius skua, TSN 176797)
Theme_Keyword: Aleutian tern (Sterna aleutica, TSN 176893)
Theme_Keyword: Arctic tern (Sterna paradisaea, TSN 176890)
Theme_Keyword: Common Murre (Uria aalge, TSN 176974)
Theme_Keyword: Thick-billed Murre (Uria lomvia, TSN 176978)
Theme_Keyword: Sabines Gull (Xema sabini, TSN 176866)
Theme_Keyword: Random Forest
Theme_Keyword: Machine Learning
Theme_Keyword: Data Mining
Theme_Keyword: Gegraphic Information Systems (GIS)
Place:
Place_Keyword_Thesaurus: None
Place_Keyword: Arctic
Place_Keyword: North Pole
Place_Keyword: Circumpolar Arctic
Place_Keyword: Alaska
Place_Keyword: Norway
Place_Keyword: Svalbard
Place_Keyword: Russia
Place_Keyword: Greenland
Place_Keyword: Canada
Place_Keyword: Bering Sea
Place_Keyword: Barents Sea
Place_Keyword: White Sea
Place_Keyword: North Atlantic
Place_Keyword: North Pacific
Place_Keyword: Arctic Archipelago
Taxonomy:
Keywords/Taxon:
Taxonomic_Keyword_Thesaurus: None
Taxonomic_Keywords: single species
Taxonomic_Keywords: animals
Taxonomic_Keywords: Razorbill Alca torda, TSN 176971)
Taxonomic_Keywords: Dovekie (Alle alle, TSN 176982)
Taxonomic_Keywords: Kittlittzs Murrelet (Brachyramphus brevirostris, TSN 176998)
Taxonomic_Keywords: Pigeon Guillemot (Cepphus columba TSN 176991)
Taxonomic_Keywords: Black Guillemot (Cepphus grylle, TSN 176985)
Taxonomic_Keywords: Atlantic Puffin (Fratercula arctica , TSN 177025)
Taxonomic_Keywords: Tufted Puffin (Fratercula cirrhata , TSN 177032)
Taxonomic_Keywords: Horned Puffin (Fratercula corniculata, TSN 177029)
Taxonomic_Keywords: Northern Fulmar (Fulmarus glacialis, TSN 174536)
Taxonomic_Keywords: Herring Gull (Larus argentatus, TSN 176824)
Taxonomic_Keywords: Lesser Black-backed Gull Larus fuscus, TSN 176821)
Taxonomic_Keywords: Iceland Gull (Larus glaucoides, TSN 176811)
Taxonomic_Keywords: Heuglins Gull (Larus heuglini,
Taxonomic_Keywords: TSN 176821)
Taxonomic_Keywords: Glaucous Gull (Larus hyperboreus, TSN 176808)
Taxonomic_Keywords: Great Black-backed Gull (Larus marinus, TSN 176815)
Taxonomic_Keywords: Thayers Gull (Larus thayeri, TSN 176828)
Taxonomic_Keywords: Ivory Gull (Pagophila eburnean, TSN 176851)
Taxonomic_Keywords: Rosss Gull (Rhodostethia rosea, TSN 176864)
Taxonomic_Keywords: Black-legged Kittiwake (Rissa tridactyla, TSN 176875)
Taxonomic_Keywords: Long-tailed Jaeger (Stercorarius longicaudus, TSN 176794)
Taxonomic_Keywords: Parasitic Jaeger (Stercorarius parasiticus, TSN 176793)
Taxonomic_Keywords: Pomarine Jaeger (Stercorarius pomarinus,TSN 176792)
Taxonomic_Keywords: Great Skua (Stercorarius skua, TSN 176797)
Taxonomic_Keywords: Aleutian tern (Sterna aleutica, TSN 176893)
Taxonomic_Keywords: Arctic tern (Sterna paradisaea, TSN 176890)
Taxonomic_Keywords: Common Murre (Uria aalge, TSN 176974)
Taxonomic_Keywords: Thick-billed Murre (Uria lomvia, TSN 176978)
Taxonomic_Keywords: Sabines Gull (Xema sabini, TSN 176866).
Taxonomic_System:
Classification_System/Authority:
Classification_System_Citation:
Citation_Information:
Originator: Integrated Taxonomic Information System (ITIS)
Publication_Date: 20110107
Title:
Geospatial_Data_Presentation_Form: database
Online_Linkage: www.itis.org
Classification_System_Modifications: ITIS (www.itis.org)
Identification_Reference:
Citation_Information:
Originator: Details depend on the data set and the data providers.
Publication_Date: Unknown
Title:
Geospatial_Data_Presentation_Form: database
Taxonomic_Procedures:
ITIS taxonomy was used, as received from the data providers, and queried.
Taxonomic_Classification:
Taxon_Rank_Name: Kingdom
Taxon_Rank_Value: Animalia
Taxonomic_Classification:
Taxon_Rank_Name: Phylum
Taxon_Rank_Value: Chordata
Taxonomic_Classification:
Taxon_Rank_Name: Subphylum
Taxon_Rank_Value: Vertebrata
Taxonomic_Classification:
Taxon_Rank_Name: Class
Taxon_Rank_Value: Aves
Taxonomic_Classification:
Taxon_Rank_Name: Order
Taxon_Rank_Value: Ciconiiformes
Taxonomic_Classification:
Taxon_Rank_Name: Family
Taxon_Rank_Value: Alcidae
Taxonomic_Classification:
Taxon_Rank_Name: Genus
Taxon_Rank_Value: Alle
Taxonomic_Classification:
Taxon_Rank_Name: Species
Taxon_Rank_Value: Alle alle
Applicable_Common_Name: Dovekie
Applicable_Common_Name: mergule main
Applicable_Common_Name: Little Auk
Taxonomic_Classification:
Taxon_Rank_Name: Genus
Taxon_Rank_Value: Brachyramphus
Taxonomic_Classification:
Taxon_Rank_Name: Species
Taxon_Rank_Value: Brachyramphus brevirostris
Applicable_Common_Name: Kittlitz's Murrelet
Taxonomic_Classification:
Taxon_Rank_Name: Genus
Taxon_Rank_Value: Cepphus
Taxonomic_Classification:
Taxon_Rank_Name: Species
Taxon_Rank_Value: Cepphus columba
Applicable_Common_Name: Arao pichón
Applicable_Common_Name: Pigeon Guillemot
Taxonomic_Classification:
Taxon_Rank_Name: Species
Taxon_Rank_Value: Cepphus grylle
Applicable_Common_Name: Black Guillemot
Applicable_Common_Name: guillemot à miroir
Taxonomic_Classification:
Taxon_Rank_Name: Genus
Taxon_Rank_Value: Fratercula
Taxonomic_Classification:
Taxon_Rank_Name: Species
Taxon_Rank_Value: Fratercula arctica
Applicable_Common_Name: Atlantic Puffin
Applicable_Common_Name: macareux moine
Taxonomic_Classification:
Taxon_Rank_Name: Species
Taxon_Rank_Value: Fratercula cirrhata
Applicable_Common_Name: Tufted Puffin
Taxonomic_Classification:
Taxon_Rank_Name: Species
Taxon_Rank_Value: Fratercula corniculata
Applicable_Common_Name: Horned Puffin
Taxonomic_Classification:
Taxon_Rank_Name: Genus
Taxon_Rank_Value: Uria
Taxonomic_Classification:
Taxon_Rank_Name: Species
Taxon_Rank_Value: Uria aalge
Applicable_Common_Name: Arao común
Applicable_Common_Name: Common Murre
Applicable_Common_Name: guillemot marmette
Taxonomic_Classification:
Taxon_Rank_Name: Species
Taxon_Rank_Value: Uria lomvia
Applicable_Common_Name: Thick-billed Murre
Applicable_Common_Name: guillemot de Brünnich
Taxonomic_Classification:
Taxon_Rank_Name: Family
Taxon_Rank_Value: Laridae
Taxonomic_Classification:
Taxon_Rank_Name: Subfamily
Taxon_Rank_Value: Larinae
Taxonomic_Classification:
Taxon_Rank_Name: Genus
Taxon_Rank_Value: Larus
Taxonomic_Classification:
Taxon_Rank_Name: Species
Taxon_Rank_Value: Larus argentatus
Applicable_Common_Name: Gaviota plateada
Applicable_Common_Name: Herring Gull
Applicable_Common_Name: goéland argenté
Taxonomic_Classification:
Taxon_Rank_Name: Species
Taxon_Rank_Value: Larus fuscus
Applicable_Common_Name: Gaviota sombría
Applicable_Common_Name: Lesser Black-backed Gull
Applicable_Common_Name: goéland brun
Taxonomic_Classification:
Taxon_Rank_Name: Species
Taxon_Rank_Value: Larus glaucoides
Applicable_Common_Name: Iceland Gull
Taxonomic_Classification:
Taxon_Rank_Name: Species
Taxon_Rank_Value: Larus hyperboreus
Applicable_Common_Name: Gaviota blanca
Applicable_Common_Name: Glaucous Gull
Applicable_Common_Name: goéland bourgmestre
Taxonomic_Classification:
Taxon_Rank_Name: Species
Taxon_Rank_Value: Larus marinus
Applicable_Common_Name: Great Black-backed Gull
Applicable_Common_Name: goéland marin
Taxonomic_Classification:
Taxon_Rank_Name: Species
Taxon_Rank_Value: Larus thayeri
Applicable_Common_Name: Gaviota de Thayer
Applicable_Common_Name: Thayer's Gull
Applicable_Common_Name: goéland de Thayer
Taxonomic_Classification:
Taxon_Rank_Name: Genus
Taxon_Rank_Value: Pagophila
Taxonomic_Classification:
Taxon_Rank_Name: Species
Taxon_Rank_Value: Pagophila eburnea
Applicable_Common_Name: Ivory Gull
Applicable_Common_Name: mouette blanche
Taxonomic_Classification:
Taxon_Rank_Name: Genus
Taxon_Rank_Value: Rhodostethia
Taxonomic_Classification:
Taxon_Rank_Name: Species
Taxon_Rank_Value: Rhodostethia rosea
Applicable_Common_Name: Ross's Gull
Taxonomic_Classification:
Taxon_Rank_Name: Genus
Taxon_Rank_Value: Rissa
Taxonomic_Classification:
Taxon_Rank_Name: Species
Taxon_Rank_Value: Rissa tridactyla
Applicable_Common_Name: Gaviota pata negra
Applicable_Common_Name: Black-legged Kittiwake
Applicable_Common_Name: mouette tridactyle
Taxonomic_Classification:
Taxon_Rank_Name: Genus
Taxon_Rank_Value: Xema
Taxonomic_Classification:
Taxon_Rank_Name: Species
Taxon_Rank_Value: Xema sabini
Applicable_Common_Name: Gaviota cola hendida
Applicable_Common_Name: Sabine's Gull
Applicable_Common_Name: mouette de Sabine
Taxonomic_Classification:
Taxon_Rank_Name: Subfamily
Taxon_Rank_Value: Sterninae
Taxonomic_Classification:
Taxon_Rank_Name: Genus
Taxon_Rank_Value: Sterna
Taxonomic_Classification:
Taxon_Rank_Name: Species
Taxon_Rank_Value: Sterna aleutica
Applicable_Common_Name: Aleutian Tern
Taxonomic_Classification:
Taxon_Rank_Name: Species
Taxon_Rank_Value: Sterna paradisaea
Applicable_Common_Name: Charrán ártico
Applicable_Common_Name: Arctic Tern
Applicable_Common_Name: sterne arctique
Taxonomic_Classification:
Taxon_Rank_Name: Family
Taxon_Rank_Value: Procellariidae
Taxonomic_Classification:
Taxon_Rank_Name: Genus
Taxon_Rank_Value: Fulmarus
Taxonomic_Classification:
Taxon_Rank_Name: Species
Taxon_Rank_Value: Fulmarus glacialis
Applicable_Common_Name: Fulmar norteño
Applicable_Common_Name: Northern Fulmar
Applicable_Common_Name: fulmar boréal
Taxonomic_Classification:
Taxon_Rank_Name: Family
Taxon_Rank_Value: Stercorariidae
Taxonomic_Classification:
Taxon_Rank_Name: Genus
Taxon_Rank_Value: Stercorarius
Taxonomic_Classification:
Taxon_Rank_Name: Species
Taxon_Rank_Value: Stercorarius longicaudus
Applicable_Common_Name: Salteador cola larga
Applicable_Common_Name: Long-tailed Jaeger
Applicable_Common_Name: labbe à longue queue
Taxonomic_Classification:
Taxon_Rank_Name: Species
Taxon_Rank_Value: Stercorarius parasiticus
Applicable_Common_Name: Salteador parásito
Applicable_Common_Name: Parasitic Jaeger
Applicable_Common_Name: labbe parasite
Taxonomic_Classification:
Taxon_Rank_Name: Species
Taxon_Rank_Value: Stercorarius pomarinus
Applicable_Common_Name: Salteador pomarino
Applicable_Common_Name: Pomarine Jaeger
Applicable_Common_Name: labbe pomarin
Applicable_Common_Name: Pomarine Skua
Taxonomic_Classification:
Taxon_Rank_Name: Species
Taxon_Rank_Value: Stercorarius skua
Applicable_Common_Name: Great Skua
Access_Constraints: NA, suggested to contact authors for proper use
Use_Constraints: NA, suggested to contact authors for proper use and citation
Point_of_Contact:
Contact_Information:
Contact_Person_Primary:
Contact_Person: Falk Huettmann
Contact_Organization: EWHALE lab
Contact_Address:
Address_Type: mailing and physical
Address: 419 Irving I
Address: Inst. of Arctic Biology
Address: Biology & Wildlife Dept.
Address: University of Alaska-Fairbanks
City: Fairbanks
State_or_Province: Alaska
Postal_Code: 99775
Country: USA
Contact_Voice_Telephone: +1 907 474 7882
Contact_Electronic_Mail_Address: fhuettmann@alaska.edu
Browse_Graphic:
Browse_Graphic_File_Name: NA
Browse_Graphic_File_Description:
ArcGIS is used to see the maps, and data exist as shapefile formats. They can be exported as jpgs.
Browse_Graphic_File_Type: JPEG
Data_Set_Credit:
All public data sources and their contributors. Data policies of GBIF, PIROP and NPPD have been honoured. RandomForest algorithm was used. For details contact authors of the data set holders.
Security_Information:
Security_Classification_System: NA
Security_Classification: Unclassified
Security_Handling_Description: NA
Native_Data_Set_Environment: IBM PC
Cross_Reference:
Citation_Information:
Originator: Huettmann, F, Yu Artukhin, O. Gilg, G. Humphries
Publication_Date: Unknown
Title:
Predictions of 27 circumpolar pelagic seabird distributions using public environmental variables, assessed with compiled public colony data: A first IPY and GBIF Open Access synthesis platform
Edition: 1
Geospatial_Data_Presentation_Form: document
Series_Information:
Series_Name: Marine Biodiversity
Issue_Identification: Special Issue
Other_Citation_Details: Guest Ed: R. Gradinger
Online_Linkage: See Marine Biodiveristy website
Analytical_Tool:
Analytical_Tool_Description:
ArcGIS for display and formating. GBIF, PIROP (in OBIS-Seamap) and NPPD for data sources. ITIS for taxonomic names. RandomForest algorithm for modeling
Tool_Access_Information:
Online_Linkage: see ESRI website, see Salford Systems Ltd
Online_Linkage: website
Tool_Access_Instructions: NA
Tool_Computer_and_Operating_System: PC IBM

Data_Quality_Information:
Attribute_Accuracy:
Attribute_Accuracy_Report:
The data are directly taken from the data providers. Their specific policies apply. The raw data have NOT been extensively checked for accuracy, but the georeferencing appears reasonable and no relevant erros were detected. Model predictions got accessed with several model performance metrics, and appear to perform from poor (few coastal small sample size species) to good and very good (most pelagic species).
Logical_Consistency_Report:
The data have been harvested online, processed, modeled and formated in a consistent fashion.
Completeness_Report:
The data are complete, but reflect the query and processing date. It is likey that new and updated data sets can exist.
Positional_Accuracy:
Horizontal_Positional_Accuracy:
Horizontal_Positional_Accuracy_Report: latitude and longitude, usually 4 decimals
Quantitative_Horizontal_Positional_Accuracy_Assessment:
Horizontal_Positional_Accuracy_Value: 0.
Horizontal_Positional_Accuracy_Explanation:
Cannot be expressed in high detail because methods for georeferencing were ot so well known, and skews can exist due to (Arctic) projection issues.
Lineage:
Methodology:
Methodology_Type: Lab
Methodology_Identifier:
Methodology_Keyword_Thesaurus: None
Methodology_Keyword: Open Access
Methodology_Keyword: Online harvest
Methodology_Keyword: Presence Only data
Methodology_Keyword: Data Compilations
Methodology_Description:
These data have been compiled from several sources, and processing steps are described in an associated online open access publication by the authors (cited in Cross Reference). For details, please see Processing Steps and contact these authors.
Source_Information:
Source_Citation:
Citation_Information:
Originator: GBIF, OBIS-Seamap and private sources
Publication_Date: Unknown
Title:
Geospatial_Data_Presentation_Form:
Type_of_Source_Media:
Source_Time_Period_of_Content:
Time_Period_Information:
Range_of_Dates/Times:
Beginning_Date: Unknown
Ending_Date: Unknown
Source_Currentness_Reference: publication date
Source_Citation_Abbreviation:
Source_Contribution:
Process_Step:
Process_Description:
Data were compiled online and from other sources, and then put into a format for presence only; that is, latitude, longitude and species name (x,y and z). Data were pooled for the open water season (summer). We used predictive modeling (RandomForest machine learning algorithm)). Details are described in an open access online publication of the authors with the the journal of Marine Biodiversity, Guest Editor R. Gradinger Special Issue.
Process_Date: Unknown

Spatial_Data_Organization_Information:
Indirect_Spatial_Reference: None, only lat lon were used for these data.
Direct_Spatial_Reference_Method: Point

Spatial_Reference_Information:
Horizontal_Coordinate_System_Definition:
Geographic:
Latitude_Resolution: 0.0001
Longitude_Resolution: 0.0001
Geographic_Coordinate_Units: Decimal degrees
Geodetic_Model:
Horizontal_Datum_Name: World Geodetic System of 1984
Ellipsoid_Name: World Geodetic System of 1984
Semi-major_Axis: 6378137
Denominator_of_Flattening_Ratio: 298.25722210088

Entity_and_Attribute_Information:
Detailed_Description:
Entity_Type:
Entity_Type_Label: ESRI grid
Entity_Type_Definition: ESRI grid, x, y z format
Entity_Type_Definition_Source: coordinates and species predictions provided by model authors
Attribute:
Attribute_Label: latitude
Attribute_Definition: latitude of North(plus) in in decimal degrees
Attribute_Definition_Source: authors
Attribute:
Attribute_Label: longitude
Attribute_Definition: decimal degrees longitude (west is minus, east is plus)
Attribute_Definition_Source: author
Attribute:
Attribute_Label: ROI
Attribute_Definition: Relative Index of Ocurrence (ROI)
Attribute_Definition_Source:
Prediction, as provided by model authors using RandomForest algorithm
Overview_Description:
Entity_and_Attribute_Overview:
these data present an ESRI GRID and show relative Index of Ocurrnce (ROI) with georeferencing of the pixeks.
Entity_and_Attribute_Detail_Citation: standard presence only data format.

Distribution_Information:
Distributor:
Contact_Information:
Contact_Person_Primary:
Contact_Person: Falk Huettmann (on behalf of co-authors)
Contact_Organization: EWHALE lab
Contact_Address:
Address_Type: mailing and physical
Address: 419 Irving I
Address: EWHALE lab
Address: Inst. of Arctic Biology,
Address: Biology & Wildlife Dept
Address: University of Alaska-Fairbanks (UAF)
City: Fairbanks
State_or_Province: Alaska
Postal_Code: 99775
Country: USA
Contact_Voice_Telephone: _1 907 474 7882
Contact_Electronic_Mail_Address: fhuettmann@alaska.edu
Contact_Instructions: University of Alaska Fairbanks
Resource_Description: Shapefiles for 27 species
Distribution_Liability: None
Technical_Prerequisites:
ArcView or ArcGIS PC IBM

Metadata_Reference_Information:
Metadata_Date: 20101228
Metadata_Contact:
Contact_Information:
Contact_Person_Primary:
Contact_Person: Falk Huettmann (on behalf of co-authors)
Contact_Organization: EWHALE lab
Contact_Position: University of Alaska-Fairbanks
Contact_Address:
Address_Type: mailing and physical
Address: 419 Irving
Address: EWHALE lab
Address: Inst. of Arctic Biology
Address: Biology & Wildlife Dept.
Address: University of Alaska-Fairbanks
City: Fairbanks
State_or_Province: Alaska
Postal_Code: 99775
Country: USA
Contact_Voice_Telephone: 907 474 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
Metadata_Access_Constraints: NA
Metadata_Use_Constraints:
NA, it's always good to check with the authors and latest publication for an update.
Metadata_Security_Information:
Metadata_Security_Classification_System: NA
Metadata_Security_Classification: Unclassified
Metadata_Security_Handling_Description: NA

Generated by mp version 2.8.25 on Sat Jan 22 22:16:08 2011