cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.25549/inscriptifact-ouc15257965
title: May Bastet give beautiful [things]

description: [Text Description:] Base inscription is of a monkey/baboon holding a 'nfr' sign (good, beautiful), behind which is the glyph for 'di' (to give) The ape a 'nfr' are commonly associated with the formula: dj bAstt nfrw-May Bastet give beautiful [things] ❧ [Excavation Description:] Donated to the Los Angeles County Museum of Art by Hyatt Robert Von Dehn ❧ [Medium:] Stone ❧ [Script Note:] Hieroglyphs ❧ [Physical Object Description:] Steatite Scarab w/no glaze; bored lengthwise; chips at bottom bore hole and left leg; degraded scarab w/many cracks and chips overall; back design highly stylized w/a complete miniature scarab in center and lines eminating out as legs? ❧ [Physical Object Note:] L: 2.33cm; H: 1.0cm; W: 1.66cm
DOI: 10.25549/inscriptifact-ouc15257818
title: Semiprecious Scarab

description: [Excavation Description:] Donated to the Los Angeles County Museum of Art by the Hearst Foundation ❧ [Medium:] Stone ❧ [Physical Object Description:] Green jasper scarab; bored lengthwise; wear on back lines between prothorax & elytra; no inscription ❧ [Physical Object Note:] L: 1.69cm; H: .77cm; W: 1.11cm
DOI: 10.25549/inscriptifact-ouc15257964
title: [What] Mahes makes invisible, Osiris reveals, Sp mAa-Hjs, kf wsr

description: [Text Description:] Inscription: Sp mAa-Hjs, kf wsr - [What] Maa-his makes blind/invisible, Osiris reveals. Mahes (Maa-his) is a lion god from Book of Dead who guards certain hall/pylons in Netherworld. ❧ [Excavation Description:] Gifted to the Los Angeles County Museum of Art by Ruth Greenberg ❧ [Medium:] Stone ❧ [Script Note:] Hieroglyphs ❧ [Physical Object Description:] Steatite Scarab w/brown glaze, colorized in modern times; bored lengthwise, chips on right of head, left of foreleg & near bottom bore hole ❧ [Physical Object Note:] L: 1.78cm; H: .84cm; W: 1.25cm
DOI: 10.25549/inscriptifact-ouc15257708
title: Hale is the beauty of Ra (?)

description: [Text Description:] Inscription: wDA nfr ra, flanked by a nb signs. A possible reading: Hale is the beauty of Ra. ❧ [Excavation Description:] Donated to the Los Angeles County Museum of Art by the Hearst Foundation ❧ [Medium:] Faience ❧ [Script Note:] Hieroglyphs ❧ [Physical Object Description:] Green colored composite/faience scarab; bored lengthwise; legs decorated w/stroke marks; green glaze applied unevenly to scarab ❧ [Physical Object Note:] L: 1.61cm; H: .83cm; W: 1.23cm
DOI: 10.25549/inscriptifact-ouc15275073
title: Kheleifeh Seal Impression #241

description: [Text Description:] Seal impression, lqws`nl `bd hmlk ❧ [Text or Publication Number Note:] Avigad and Sass 1051I ❧ [Excavation Description:] Discovered at Tell Kheleifeh by Nelson Glueck ❧ [Medium:] Clay ❧ [Script Note:] Edomite ❧ [Physical Object Description:] Seal impression on jug handle ❧ [Physical Object Note:] Six of eight impressions of same seal
DOI: 10.25549/inscriptifact-ouc15282880
title: Seal of sl son of l

description: [Text Description:] Single-line border, double-line field divider, two inscribed registers reading: lsl'/bn'll ❧ [Text or Publication Number Note:] Avigad and Sass 958 ❧ [Excavation Description:] Unprovenanced ❧ [Medium:] Stone ❧ [Script Note:] Ammonite or Hebrew ❧ [Physical Object Description:] Scaraboid stamp seal of carnelian, unperforated, 16 x 12 x 9 mm. Single-line border, double-line field divider, two inscribed registers.
DOI: 10.25549/inscriptifact-ouc15275070
title: Receipt

description: [Text Description:] Unknown ❧ [Text or Publication Number Note:] Samaria Ostracon 84, Kaufman 84 ❧ [Excavation Description:] Excavation of Samaria 1908-1910 by Harvard University expedition ❧ [Medium:] Clay ❧ [Script Note:] Hebrew ❧ [Physical Object Description:] Largely illegible
DOI: 10.25549/inscriptifact-ouc15282868
title: Intaglio of Kneeling Female Warrior in Gold Circlet

description: [Text Description:] Kneeling figure of female warrior (Athena?) with bow and quiver of arrows; border and Greek Inscription ❧ [Excavation Description:] Unprovenanced ❧ [Medium:] Stone ❧ [Script Note:] Greek ❧ [Physical Object Description:] Dark red stone, oval, 3.3 ❧ 2.0 cm, in gold circlet
DOI: 10.25549/inscriptifact-ouc15275060
title: Early Cuneiform Tablet

description: [Medium:] Clay ❧ [Script Note:] Non-Alphabetic Cuneiform ❧ [Physical Object Description:] Roundish clay tablet 3.5 cm by 3.4 cm
DOI: 10.25549/inscriptifact-ouc15282758
title: Green glass scarab with bronze mount

description: [Text Description:] Engraved in the a globolo style with a 3-headed animal, perhaps Kerberos, with 2 heads looking up and the third looking down. Kerberos was a common subject on a globolo scarabs. ❧ [Excavation Description:] Unprovenanced ❧ [Medium:] Glass ❧ [Physical Object Description:] Iridescent green glass scarab with bronze mount, 2.4 ❧ 1.8 cm. Fragmentary bronze fittings suggest that the scarab was originally mounted as ❧ brooch. Probably engraved rather than molded. ❧ [Physical Object Note:] Engraved in the ❧ globolo style with ❧ 3-headed animal, perhpas Kerberos. Kerberos was ❧ common subject on ❧ globolo scarabs.
DOI: 10.25549/inscriptifact-ouc15274996
title: Proto-Sinaitic Inscription 358

description: [Text Description:] Proto-Sinaitic Inscription ❧ [Text or Publication Number Note:] Sinai 358 ❧ [Excavation Description:] Discovered in 1927 in Mine M ❧ [Medium:] Stone ❧ [Script Note:] Early Alphabetic ❧ [Physical Object Description:] Fragments of rock inscription, 27 x 18 cm at maximum ❧ [Physical Object Note:] In situ
DOI: 10.25549/inscriptifact-ouc15282746
title: Green glass scarab with bronze mount

description: [Text Description:] Engraved in the a globolo style with a 3-headed animal, perhaps Kerberos, with 2 heads looking up and the third looking down. Kerberos was a common subject on a globolo scarabs. ❧ [Excavation Description:] Unprovenanced ❧ [Medium:] Glass ❧ [Physical Object Description:] Iridescent green glass scarab with bronze mount, 2.4 ❧ 1.8 cm. Fragmentary bronze fittings suggest that the scarab was originally mounted as ❧ brooch. Probably engraved rather than molded. ❧ [Physical Object Note:] Engraved in the ❧ globolo style with ❧ 3-headed animal, perhpas Kerberos. Kerberos was ❧ common subject on ❧ globolo scarabs.
DOI: 10.25549/inscriptifact-ouc15274995
title: Proto-Sinaitic Inscription 375a

description: [Text Description:] Proto-Sinaitic Inscription ❧ [Text or Publication Number Note:] Sinai 375a ❧ [Excavation Description:] Discovered in 1935 in excavation of Mine M ❧ [Medium:] Stone ❧ [Script Note:] Early Alphabetic ❧ [Physical Object Description:] Stone plaque (stele?), 17 x 13 cm. ❧ [Physical Object Note:] Text may be erased
DOI: 10.25549/inscriptifact-ouc15282744
title: Green glass scarab with bronze mount

description: [Text Description:] Engraved in the a globolo style with a 3-headed animal, perhaps Kerberos, with 2 heads looking up and the third looking down. Kerberos was a common subject on a globolo scarabs. ❧ [Excavation Description:] Unprovenanced ❧ [Medium:] Glass ❧ [Physical Object Description:] Iridescent green glass scarab with bronze mount, 2.4 ❧ 1.8 cm. Fragmentary bronze fittings suggest that the scarab was originally mounted as ❧ brooch. Probably engraved rather than molded. ❧ [Physical Object Note:] Engraved in the ❧ globolo style with ❧ 3-headed animal, perhpas Kerberos. Kerberos was ❧ common subject on ❧ globolo scarabs.
DOI: 10.25549/inscriptifact-ouc1sto802364
title: InscriptiFact -- an image database of inscriptions and artifacts

description: The InscriptiFact Collection is designed to allow access via the Internet to high-resolution images of ancient inscriptions and artifacts, primarily from the Near Eastern and Mediterranean Worlds. The targeted inscriptions constitute some of the world’s earliest written records, which are mostly housed in a number of international museums and libraries, as well as field projects where inscriptions still remain in situ. Included, for example, are, selected Dead Sea Scrolls; cuneiform tablets from Mesopotamia, Persia, Canaan and Egypt; early Jewish papyri from Egypt; lapidary inscriptions, primarily from Jordan, Lebanon and Cyprus; inscriptions on a variety of hard media (e.g., ostraca, copper, semi-precious stones, jar handles) mostly written in early Canaanite, Phoenician, Hebrew, Aramaic, Ammonite and Edomite; and much more. These ancient texts are foundational documents that serve as a point of reference for Judaism, Christianity, Islam and the cultures out of which they emerged. The name "InscriptiFact" is intended to convey the concept of a scholarly archive based on "facts" about "inscriptions" and "artifacts." West Semitic Research Project (WSRP) under the auspices of the University of Southern California (USC) is broadly acknowledged as a leader in the application of photographic and digital technologies to capture and analyze data of ancient texts. The West Semitic Research image archive now contains approximately 1,500,000 images. Important! Search terms with more than one word or number need to be enclosed in quotation marks.Guide to Searching InscriptiFact
DOI: 10.25549/inscriptifact-ouc15282739
title: Seal of Yonatan

description: [Text Description:] Scarab stamp seal of slightly translucent white and brown agate, perforated, 20 x 15 x 10 mm. No border line or field divider; griffin with kilt and Egyptian double crown facing nsw(?)-sign, inscription below reads: Yonatan. ❧ [Text or Publication Number Note:] Avigad & Sass 190 ❧ [Excavation Description:] Unprovenanced ❧ [Medium:] Stone ❧ [Script Note:] Hebrew ❧ [Physical Object Description:] Scarab stamp seal of slightly translucent white and brown agate, perforated, 20 x 15 x 10 mm. No border line or field divider; griffin with kilt and Egyptian double crown facing nsw(?)-sign, inscription below.
DOI: 10.25549/inscriptifact-ouc1sto802363
title: InscriptiFact -- an image database of inscriptions and artifacts

description: The InscriptiFact Collection is designed to allow access via the Internet to high-resolution images of ancient inscriptions and artifacts, primarily from the Near Eastern and Mediterranean Worlds. The targeted inscriptions constitute some of the world’s earliest written records, which are mostly housed in a number of international museums and libraries, as well as field projects where inscriptions still remain in situ. Included, for example, are, selected Dead Sea Scrolls; cuneiform tablets from Mesopotamia, Persia, Canaan and Egypt; early Jewish papyri from Egypt; lapidary inscriptions, primarily from Jordan, Lebanon and Cyprus; inscriptions on a variety of hard media (e.g., ostraca, copper, semi-precious stones, jar handles) mostly written in early Canaanite, Phoenician, Hebrew, Aramaic, Ammonite and Edomite; and much more. These ancient texts are foundational documents that serve as a point of reference for Judaism, Christianity, Islam and the cultures out of which they emerged. The name "InscriptiFact" is intended to convey the concept of a scholarly archive based on "facts" about "inscriptions" and "artifacts." West Semitic Research Project (WSRP) under the auspices of the University of Southern California (USC) is broadly acknowledged as a leader in the application of photographic and digital technologies to capture and analyze data of ancient texts. The West Semitic Research image archive now contains approximately 1,500,000 images. Important! Search terms with more than one word or number need to be enclosed in quotation marks.Guide to Searching InscriptiFact
DOI: 10.25549/inscriptifact-ouc15282732
title: Seal with figures and tree

description: [Text Description:] Inscription, two line register, with two figures on either side of a tree, with lion(?) underneath ❧ [Medium:] Stone ❧ [Script Note:] Uncertain ❧ [Physical Object Description:] Seal 2.4 x 1.8, oval, brownish stone, gray in inscription
DOI: 10.25549/inscriptifact-ouc15282717
title: Seal impression of Nahum

description: [Text Description:] Two registers. Single-line border, double-line field divider. Inscription reads: lnhm, second register uncertain ❧ [Excavation Description:] Unprovenanced ❧ [Medium:] Clay ❧ [Script Note:] Hebrew ❧ [Physical Object Description:] Jar-handle seal impression, 12 x 10 mm. Single-line border, double-line field divider.
DOI: 10.25549/inscriptifact-ouc15283320
title: Intaglio of bust of Hellenistic

description: [Text Description:] Bust of Hellenistic ruler in profile to the right, wearing a wide diadem in wavy hair, the ties fluttering behind. Short beard, thin mustache, wearing a mantle over a cuirass. ❧ [Excavation Description:] Unprovenanced ❧ [Medium:] Glass ❧ [Physical Object Description:] Transparent green lentoid ring stone, 3.9 ❧ 3.4 cm, depicting the bust of ❧ Hellenistic ruler in profile. Minor chips to the edges, especially the upper left edge, crack across the bottom, surface with minor pitting and iridescence.
DOI: 10.25549/inscriptifact-ouc15283314
title: Intaglio of bust of Hellenistic

description: [Text Description:] Bust of Hellenistic ruler in profile to the right, wearing a wide diadem in wavy hair, the ties fluttering behind. Short beard, thin mustache, wearing a mantle over a cuirass. ❧ [Excavation Description:] Unprovenanced ❧ [Medium:] Glass ❧ [Physical Object Description:] Transparent green lentoid ring stone, 3.9 ❧ 3.4 cm, depicting the bust of ❧ Hellenistic ruler in profile. Minor chips to the edges, especially the upper left edge, crack across the bottom, surface with minor pitting and iridescence.
DOI: 10.15468/dl.kfqbkm
title: Occurrence Download

description: A dataset containing 27378 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Albuliformes"
 ]
}

 The dataset includes 27378 records from 281 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028352-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/inscriptifact-ouc15282715
title: Seal impression of Nahum

description: [Text Description:] Two registers. Single-line border, double-line field divider. Inscription reads: lnhm, second register uncertain ❧ [Excavation Description:] Unprovenanced ❧ [Medium:] Clay ❧ [Script Note:] Hebrew ❧ [Physical Object Description:] Jar-handle seal impression, 12 x 10 mm. Single-line border, double-line field divider.
DOI: 10.25549/inscriptifact-ouc15283311
title: Olive-green glass intaglio-swan?

description: [Text Description:] Winged animal or monster, perhaps a ketos, in profile to the right. Has a large head with a simple eye in the center and a pointed beak or snout. ❧ [Excavation Description:] Unprovenanced ❧ [Medium:] Glass ❧ [Physical Object Description:] Molded, unperforated oval olive-green glass scaraboid, 3.3 cm wide and 1 cm. thick. Flat base, shallow domed top and rounded sides, the top depicting a winged animal or monster. Surface pitted with iridescence throughout. Some flaking. ❧ [Physical Object Note:] Date, provenance of manufacture hard to determine. Date determined on basis of object being a large, unperforated scaraboid, probably set in a ring as in the Hellenistic period. Olive-green color precludes a date earlier than this.
DOI: 10.57760/sciencedb.31424
title: Masters Swimming 1-Hour Virtual Championship Results 1985-2024
title: Masters Swimming 1-Hour Virtual Championship Results 1985-2024

description: Distances in yards covered in a 1-hour timed swim by swimmers ages 35-100 over 40 years of annual swim events.
description: Distances in yards covered in a 1-hour timed swim by swimmers ages 35-100 over 40 years of annual swim events.
DOI: 10.25549/inscriptifact-ouc15282711
title: Seal of Yahun

description: [Text Description:] [Belonging] to yhn; simplified star, crescent and vertical line in top register, row of four stylized birds in middle register. Inscription in bottom register. ❧ [Text or Publication Number Note:] Avigad & Sass 1024 ❧ [Excavation Description:] Unprovenanced ❧ [Medium:] Stone ❧ [Script Note:] Moabite ❧ [Physical Object Description:] Scaraboid stamp seal of gray stone (limestone?), perforated, 17 x 13 x 9 (now 8) mm. ❧ [Physical Object Note:] Single-line border, on single-line and one double-line field divider.
DOI: 10.25549/inscriptifact-ouc15282709
title: Seal of ykr

description: [Text Description:] Side 1: Belonging to ykr; figure standing with fan and other objects; Side 2: Winged figure and dots ❧ [Excavation Description:] Unprovenanced ❧ [Medium:] Stone ❧ [Script Note:] Ammonite ❧ [Physical Object Description:] Discoid Seal of bluish chalcedony, inscribed on both sides, single-line border; 2.6 x 1.7 cm
DOI: 10.25549/inscriptifact-ouc15283206
title: Egyptian Gold and Carpenters

description: [Text Description:] Letter from Burra-Buriyash of Karduniash to king of Egypt ❧ [Text or Publication Number Note:] EA 10; Knudtzon (1915), no. 10; BB ❧ ? [Excavation Description:] Discovered by locals in 1887 at Tell el-Amarna ❧ [Medium:] Clay ❧ [Script Note:] Non-Alphabetic Cuneiform ❧ [Physical Object Description:] tablet 5.125 in. by 2.75 in. ❧ [Physical Object Note:] convex on both sides
DOI: 10.25549/inscriptifact-ouc15282607
title: Seal of Batashim(a?)

description: [Text Description:] Single-line border; for-winged, bare-chested young male, with Egyptianizing crown and short kilt under long Assyrianizing garment, holding ankh in each hand, standing on pedestal reminiscent of Egyptian cavetto cornice. Inscription reads bt'sm ❧ [Text or Publication Number Note:] Avigad and Sass 715 ❧ [Excavation Description:] Unprovenanced ❧ [Medium:] Stone ❧ [Script Note:] Phoenician, Aramaic, or Ammonite ❧ [Physical Object Description:] Scaraboid stamp seal of milky quartz or gray marble, perforated, 24 x 18 x 9.5 mm. ❧ [Physical Object Note:] Single-line border; for-winged, bare-chested young male, with Egyptianizing crown (horned sun disc) and short kilt under long Assyrianizing garment covering one leg, holding ankh in each hand, standing on pedestal reminiscent of Egyptian cavetto cornice
DOI: 10.25549/inscriptifact-ouc15283204
title: Egyptian Furniture for the Babylonian Palace

description: [Text Description:] Letter from king of Egypt to Kadashman-Enlil of Karduniash ❧ [Text or Publication Number Note:] EA 5; Knudtzon (1915), no. 5; BB ❧ ? [Excavation Description:] Discovered by locals in 1887 at Tell el-Amarna ❧ [Medium:] Clay ❧ [Script Note:] Non-Alphabetic Cuneiform ❧ [Physical Object Description:] tablet 6 in. by 3.625 in. ❧ [Physical Object Note:] scarab impression on verso ❧ [Physical Object Note:] Read together with ❧ (12195) (Cairo, Egyptian Museum)
DOI: 10.25549/inscriptifact-ouc15282604
title: Silver "YHDH," Ptolemy I coin

description: [Text Description:] Obverse: Head of Ptolemy I rt.; Eagle with spread wings standing left, inscription YHDH ❧ [Excavation Description:] Unprovenanced ❧ [Medium:] Metal ❧ [Script Note:] Paleo-Hebrew ❧ [Physical Object Description:] Coin, silver, 6 mm
DOI: 10.57760/sciencedb.31480
title: Experimental Rb(n,γ) k-values, URR Cross Sections, and MACS Derived from Our Measurements
title: Experimental Rb(n,γ) k-values, URR Cross Sections, and MACS Derived from Our Measurements

description: This dataset contains experimental data for rubidium (Rb) isotopes, including:k values calculated from neutron capture (n,γ) experimental results;URR (Unresolved Resonance Region) cross section data for natRb,85Rb, and 87Rb;Maxwellian-averaged cross section (MACS) values derived from our experimental results.This dataset provides a comprehensive reference for nuclear reaction studies and astrophysical nucleosynthesis simulations involving Rb isotopes.
description: This dataset contains experimental data for rubidium (Rb) isotopes, including:k values calculated from neutron capture (n,γ) experimental results;URR (Unresolved Resonance Region) cross section data for natRb,85Rb, and 87Rb;Maxwellian-averaged cross section (MACS) values derived from our experimental results.This dataset provides a comprehensive reference for nuclear reaction studies and astrophysical nucleosynthesis simulations involving Rb isotopes.
DOI: 10.25549/inscriptifact-ouc15283199
title: Ambivalent Amurru, EA 73

description: [Text Description:] Letter from Rib-Hadda of Byblos to the king of Egypt ❧ [Text or Publication Number Note:] EA 73; Knudtzon (1915), no. 73; BB 15 ❧ [Excavation Description:] Discovered by locals in 1887 at Tell el-Amarna ❧ [Medium:] Clay ❧ [Script Note:] Non-Alphabetic Cuneiform ❧ [Physical Object Description:] tablet 2.75 in. X 2.375 in.
DOI: 10.25549/inscriptifact-ouc15282596
title: Silver "Yehud" Semiobol

description: [Text Description:] Obverse: Lily; Reverse Falcon with spread wings, YHD on right ❧ [Excavation Description:] Unprovenanced ❧ [Medium:] Metal ❧ [Script Note:] Hebrew ❧ [Physical Object Description:] Coin, silver, 7 mm
DOI: 10.25549/inscriptifact-ouc15283195
title: Egyptian Furniture for the Babylonian Palace

description: [Text Description:] Letter from king of Egypt to Kadashman-Enlil of Karduniash ❧ [Text or Publication Number Note:] EA 5; Knudtzon (1915), no. 5; BB ❧ ? [Excavation Description:] Discovered by locals in 1887 at Tell el-Amarna ❧ [Medium:] Clay ❧ [Script Note:] Non-Alphabetic Cuneiform ❧ [Physical Object Description:] tablet 6 in. by 3.625 in. ❧ [Physical Object Note:] scarab impression on verso ❧ [Physical Object Note:] Read together with ❧ (12195) (Cairo, Egyptian Museum)
DOI: 10.5281/zenodo.17542473
title: Data for 'Limited niche change after dispersal from Africa by leopards (Panthera pardus) hundreds of thousands of years ago'

description: Dataset contains the set of leopard occurrence coordinates used for the study, as well as R markdown files containing the code used to perform the analyses.

Data

‘leopard_coords.csv’



Dataset of P. pardus occurrences obtained from GBIF and Jacobson et al. (2016) and used for the analysis after cleaning


'GBIF occurrence citations'



Metadata for original GBIF download (GBIF Occurrence Download, data available at https://doi.org/10.15468/dl.rqqny8) with citations for all datasets used


Code

R markdown files containing code used to perform analyses.

‘leo01_leopard_pca.Rmd’



This script must be run first

Requires the data file "leopard_coords.csv"

Loads and crops the climate data, plots violin plots for climate variables and correlation tests for climate variables, thins the dataset and generates climate corresponding to the final cleaned set of occurrences. Code also included for plotting climate and leopard occurrences (not separated by subspecies) on a PCA plot


‘leo02_subspecies_and_MCPs.Rmd’



Must be run after ‘leopard.Rmd’ and requires the file ‘spatial_thinned_coords_climate.csv’ which is created in that script

Defines vectors for each subspecies’ range, saves individual subspecies (occurrences and associated climate variables) as their own files, as well as combining them into one data frame with a subspecies column

Plots occurrences coloured by subspecies onto a map

Plots PCA of climate + occurrences, with occurrences coloured by subspecies

Plots PCA with climate, African leopards, and all Asian subspecies

Then it plots individual subspecies PCAs with minimum convex polygons, overlaid with the MCP for the African leopard, and calculates % overlap of these polygons


‘leo03_SDM_tidysdm_eurasia_resampling.Rmd’



Run after above scripts

Requires “leopard_coords.csv”

Code for construction and validation of “Full range model” SDMs based on occurrences of all leopard subspecies


‘leo04_SDM_tidysdm_africa_resampling.Rmd’



Run after above scripts

Requires file “leopard_coords.csv”

Code for construction and validation of “ancestral range model” SDM using only African leopard occurrences to predict occurrences of other subspecies across the entire study area


Sharing/Access information

Leopard occurrences were downloaded from GBIF (the Global Biodiversity Information Facility, https://GBIF.org) (GBIF Occurrence Download, data available at https://doi.org/10.15468/dl.rqqny8), and combined with occurrences retrieved from the supplementary material of Jacobson et al. (2016)(https://doi.org/10.7717/peerj.1974), to form the final set of coordinates used for the analysis ('leopard_coords.csv).