Citation:
Citation_Information:
Originator: Karmacharya et al.
Publication_Date: 2025/05/19
Title:
Appendix 3: Data for Himalaya Vulture and Diclofenac correlation (Publication Karmacharya et al.2025)
Edition: 1
Geospatial_Data_Presentation_Form: GIS files from ASCII txt file and grv file
Publication_Information:
Publication_Place: Ecological Informatics
Publisher: Elsevier
Online_Linkage:
Description:
Abstract:
This is Appendix 3 Data for the publication
"Using Correlative Science, Open Access Big Data and Ensemble Machine Learning to Track Contamination Signals in the Wild: A first landscape-scale prediction for the Himalayan Vulture (Gyps himalayensis) associated with Diclofenac in Asia"
by Karmacharya et al.
as a scored lattice point file (ESRI shapefile) file with decimal degrees latitude and longitude WGS84 geographic projection for the study area of Asia, including Hindu Kush Himalaya. It shows predicted Himalayan Vulture score done with randomForest per pixel; for details see references cited here and in the MS. The prediction is done through a Relative Index of Ocurrence (RIO).
It's one entity with the score attributes
It also includes the grove GRV file by Minitab-Salford of the randomForest model prediction.
This captures the RF model prediction and its details.
This is Appendix 3 out of 6.
This datatset is available from authors, at URL
https://drive.google.com/drive/folders/1IcM7uZioWMjnQ9ZncZ1g0foZ21nMuETR
and in dspace via Google at the UAF library.
Time_Period_of_Content:
Time_Period_Information:
Single_Date/Time:
Calendar_Date: 20250519
Currentness_Reference: ground condition
Status:
Progress: Complete
Maintenance_and_Update_Frequency: None planned
Spatial_Domain:
Description_of_Geographic_Extent: Asia
Bounding_Coordinates:
West_Bounding_Coordinate: 8.4375
East_Bounding_Coordinate: 172.9688
North_Bounding_Coordinate: 67.8755
South_Bounding_Coordinate: -4.2149
Keywords:
Theme:
Theme_Keyword_Thesaurus: ISO 19115 Topic Category
Theme_Keyword: biota
Theme:
Theme_Keyword_Thesaurus: None
Theme_Keyword:
Predicted Himalayan Vulture Gyps Himalayensis Taxonomic Serial Number TSN 175488
Theme_Keyword: Hindu Kush-Himalaya
Theme_Keyword: Asia
Theme_Keyword: Open Access Data
Theme_Keyword: Appendix 3
Theme_Keyword: RandomForest
Theme_Keyword: Grove GRV file
Theme_Keyword: Minitab-Salford Predictive Modeling Suite
Place:
Place_Keyword_Thesaurus: None
Place_Keyword:
Predicted Himalayan Vulture, Minitab-Salford, GIS data, ESRI shapefile, location data
Taxonomy:
Keywords/Taxon:
Taxonomic_Keyword_Thesaurus: None
Taxonomic_Keywords: Gyps himalayensis
Taxonomic_Classification:
Taxon_Rank_Name: Kingdom
Taxon_Rank_Value: Animalia
Applicable_Common_Name: animals
Taxonomic_Classification:
Taxon_Rank_Name: Subkingdom
Taxon_Rank_Value: Bilateria
Applicable_Common_Name: triploblasts
Taxonomic_Classification:
Taxon_Rank_Name: Infrakingdom
Taxon_Rank_Value: Deuterostomia
Taxonomic_Classification:
Taxon_Rank_Name: Phylum
Taxon_Rank_Value: Chordata
Applicable_Common_Name: chordates
Taxonomic_Classification:
Taxon_Rank_Name: Subphylum
Taxon_Rank_Value: Vertebrata
Applicable_Common_Name: vertebrates
Taxonomic_Classification:
Taxon_Rank_Name: Infraphylum
Taxon_Rank_Value: Gnathostomata
Taxonomic_Classification:
Taxon_Rank_Name: Superclass
Taxon_Rank_Value: Tetrapoda
Taxonomic_Classification:
Taxon_Rank_Name: Class
Taxon_Rank_Value: Aves
Applicable_Common_Name: Birds
Taxonomic_Classification:
Taxon_Rank_Name: Order
Taxon_Rank_Value: Accipitriformes
Applicable_Common_Name: Hawks
Taxonomic_Classification:
Taxon_Rank_Name: Family
Taxon_Rank_Value: Accipitridae
Applicable_Common_Name: Eagles
Applicable_Common_Name: Hawks
Applicable_Common_Name: Kites
Taxonomic_Classification:
Taxon_Rank_Name: Genus
Taxon_Rank_Value: Gyps
Taxonomic_Classification:
Taxon_Rank_Name: Species
Taxon_Rank_Value: Gyps himalayensis
Applicable_Common_Name: Himalayan Vulture
Applicable_Common_Name: TSN: 175488
Access_Constraints:
No access constraints. Please see 'Distribution Information' for details.
Use_Constraints:
These data are marked with a Creative Common CC0 1.0 Universal License. These data are in the public domain and do not have any use constraints. Users are advised to read the dataset's metadata thoroughly to understand appropriate use and data limitations.
Point_of_Contact:
Contact_Information:
Contact_Person_Primary:
Contact_Person: Falk Huettmann
Contact_Organization: Uni of Alaska Fairbanks
Contact_Address:
Address_Type:Address: 2140 North Koyukuk Drive
City: Fairbanks
State_or_Province: Alaska
Postal_Code: 99775
Country: USA
Contact_Voice_Telephone: +1 907 474
Data_Set_Credit:
Dikpal Krishna Karmacharya, Ganesh Puri, Ganga Ram Regmi, Madan Krishna Suwal,, Falk Huettmann, as well as various field works, GBIF.org, Open Access Sources
Native_Data_Set_Environment: Geotiff GIS map layer raster file