cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.25549/inscriptifact-ouc1sto1531866
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-ouc1sto1531848
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-ouc1sto1531859
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-ouc110172036
title: Scans

description: [Text Description:] Letter from Ili-Rapikh to king of Egypt ❧ [Text or Publication Number Note:] EA 139; Knudtzon (1915), no. 139; BB 45 ❧ [Excavation Description:] Discovered by locals in 1887 at Tell el-Amarna ❧ [Medium:] Clay ❧ [Script Note:] Non-Alphabetic Cuneiform ❧ [Physical Object Description:] Clay tablet 3 7/8 in x 2 7/8 in
DOI: 10.5517/ccdc.csd.cc2n6w6z
title: CCDC 2449471: Experimental Crystal Structure Determination

description: Related Article: Fei Zeng, Xu Wang, Lin-Li Tang, Fei-Hong Yao, Gengwu Zhang, Yi Jiang|2025|Chem.Mater.|||doi:10.1021/acs.chemmater.5c02678
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.25549/inscriptifact-ouc1sto1530962
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: 10.15468/dl.scdsdx
title: Occurrence Download

description: A dataset containing 1964 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "TaxonKey is Dendrocygna bicolor (Vieillot, 1816)",
 "Year is less than or equal to 2024",
 "Year is greater than or equal to 2000",
 "Continent is Europe"
 ]
}

 The dataset includes 1964 records from 64 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012282-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ph6cua
title: Occurrence Download

description: A dataset containing 18096 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Amaranthus viridis L."
 ]
}

 The dataset includes 18096 records from 686 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012281-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yqwftm
title: Occurrence Download

description: A dataset containing 2314 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lepus saxatilis F.Cuvier, 1823"
 ]
}

 The dataset includes 2314 records from 52 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005674-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8kn6ww
title: Occurrence Download

description: A dataset containing 410 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "TaxonKey is Gypothamnium Phil."
 ]
}

 The dataset includes 410 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001822-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/md59kt54jy.1
title: BDHerbalPlants

description: Herbal plants are naturally abundant and offers a wide range of healthy medicinal effect. These are used as remedy for many common and fatal diseases. Manually identifying these are labor intensive and requires specific knowledge. Thus, automatic identification of these plants in allow everyone to use them hence is the goal of this dataset.

This dataset holds eight of these common yet very useful medicinal herbs for people to easily classify. The eight plants included are Kalokeshi (Eclipta prostrata), Tulsi (Ocimum tenuiflorum), Thankuni (Centella asiatica), Pudina (Mentha arvensis), Pathor Kuchi (Kalanchoe pinnata), Neem (Azadirachta indica), Dhonya Pata (Coriandrum sativum) and Datura (Datura stramonium). The data is mainly for plant identification purpose, it includes field-view images of all the plants. The data are primarily collected from National Botanical Garden and other data from Kumudini Women’s Medical College. 

The “BDHerbalPlants” dataset holds 1792 raw images and 14336 augmented, pre-processed images of herbal plants. The raw images are further got split into 3 folders: Train, Test and Validation with corresponding ratio of 70%, 20% and 10%. Among the raw data 1251 are processed train images and keeping 187 images for validation while testing the results on 354 test data. Augmentation technique include Rotation, Scaling, Elastic Transformation, Gaussian Blur, Brightness Adjustment, Contrast Adjustment, Coarse Dropout, Horizontal Flip, Vertical Flip. 

BDHerbalPlants Dataset will help the interested researchers further use this for machine learning and deep learning task for agriculture and botany. A diverse and high-quality dataset is definitely going to be helpful for sustainable agricultural practices promoting efficiency and reducing cost.

1. Original Dataset:
 Number of datasets: 1792
 Data format: .jpg

2. Augmented Dataset:
 Number of datasets: 14336
 Data format: .jpg
DOI: 10.17632/md59kt54jy.3
title: BDHerbalPlants

description: Herbal plants are naturally abundant and offers a wide range of healthy medicinal effect. These are used as remedy for many common and fatal diseases. Manually identifying these are labor intensive and requires specific knowledge. Thus, automatic identification of these plants in allow everyone to use them hence is the goal of this dataset.

This dataset holds eight of these common yet very useful medicinal herbs for people to easily classify. The eight plants included are Kalokeshi (Eclipta prostrata), Tulsi (Ocimum tenuiflorum), Thankuni (Centella asiatica), Pudina (Mentha arvensis), Pathor Kuchi (Kalanchoe pinnata), Neem (Azadirachta indica), Dhonya Pata (Coriandrum sativum) and Datura (Datura stramonium). The data is mainly for plant identification purpose, it includes field-view images of all the plants. The data are primarily collected from National Botanical Garden and other data from Kumudini Women’s Medical College. 

The “BDHerbalPlants” dataset holds 1792 raw images (as well as resized raw image) and 14336 augmented, pre-processed images of herbal plants. The raw images are further got split into 3 folders: Train, Test and Validation with corresponding ratio of 70%, 20% and 10% while resized raw images are not kept intact. Among the raw data 1251 are processed train images and keeping 187 images for validation while testing the results on 354 test data. Augmentation technique include Rotation, Scaling, Elastic Transformation, Gaussian Blur, Brightness Adjustment, Contrast Adjustment, Coarse Dropout, Horizontal Flip, Vertical Flip. 

BDHerbalPlants Dataset will help the interested researchers further use this for machine learning and deep learning task for agriculture and botany. A diverse and high-quality dataset is definitely going to be helpful for sustainable agricultural practices promoting efficiency and reducing cost.

1. Original Dataset (Raw):
 Number of datasets: 1792
 Data format: .jpg

2. Augmented Dataset:
 Number of datasets: 14336
 Data format: .jpg

3. Original Dataset Resized (Raw Resized):
 Number of datasets: 1792
 Data format: .jpg
DOI: 10.6084/m9.figshare.28484015
title: A staged approach using ants as test organism in ecotoxicology: Data repository

description: Ants (Hymenoptera: Formicidae) are eusocial insects and essential for maintaining biodiversity and ecosystem functioning. Despite their ecological relevance, ants are often neglected in ecotoxicity testing. We developed a staged testing scheme using ants as non-target organisms by exposing workers, larvae, and founding queens of three ant species (<i>Camponotus maculatus</i>, <i>Crematogaster</i> sp., and <i>Lasius niger</i>) to various concentrations of the neonicotinoid imidacloprid. Sub-colonies were orally exposed to honey water - imidacloprid solutions and lethal and sublethal effects were monitored and are presented in detail.This Data Repository provides the raw data used for the anaylses in Pohl et al. 2025 (A staged approach using ants as test organism in ecotoxicology)
DOI: 10.15468/dl.5ev393
title: Occurrence Download

description: A dataset containing 5001 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Tribolium castaneum (Herbst, 1797)"
 ]
}

 The dataset includes 5001 records from 229 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001821-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/3lf-b00-3e9
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/6ff-1ef-zyz
title: †Thamnasteria clathrata (Goldfuss, 1826)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/npn-gtz-hnd
title: Chiroptera Blumenbach, 1779

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/e6y-rl8-mqe
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/pbm-k50-8s7
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/fce-y5x-v2r
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/n0w-1rc-gxw
title: †Nucleolites Lamarck, 1801

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/87q-bpa-k9n
title: Plantae

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ay8-9b3-rm4
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/rpf-l7d-g0s
title: Bivalvia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/d3d-ebz-904
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/kmy-b1c-6c9
title: Duvalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.17617/3.kr5jol
title: Phase-stable palladium hydride derived from PdCoO2 for sustainable hydrogen evolution reaction

description: This data set contains the data utilized in the publication 'Phase-stable palladium hydride derived from PdCoO2 for sustainable hydrogen evolution reaction'
DOI: 10.3535/gzg-7s4-11d
title: Sorex Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/yyf-9xz-3wg
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/m3l-n6y-8j3
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/wd5-len-t9c
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/2p9-64b-fsh
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/7ek-pjj-9pv
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/sng-lj7-cya
title: Cnidaria

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/4n6-72m-sct
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/9vf-wad-cw5
title: Balclutha Kirkaldy, 1900

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/hdm-6ga-8m2
title: Gen. indet. sp. indet.

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/k8e-24m-lfb
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/szq-6t8-7xn
title: Plantae

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ldd-f89-m4g
title: Hystrix Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/wz2-qf8-xsm
title: Brachiopoda Duméril, 1805

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/4jn-53d-vre
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/qfd-52c-n5l
title: Equus (Equus) caballus Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/2rb-yn7-zcg
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/epv-5te-4ga
title: †Parallelodon Meek & Worthen, 1866

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/s64-1en-w19
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/n1b-vpb-238
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/y2s-npz-pqb
title: Balclutha Kirkaldy, 1900

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/7p3-ajm-f32
title: Pseudobelus

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/qnp-0xa-whr
title: Brachiopoda Duméril, 1805

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.5281/zenodo.16903301
title: MIL-120 MACE fine tune training sets and fine-tuned MACE potential

description: This is MIL-120 MACE fine tune training sets and fine-tuned MACE potential.
DOI: 10.3535/fc9-33v-kz2
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/j11-m7z-4ay
title: Cnidaria

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/lk3-vcw-ljy
title: †Spiticeras obliquelobatus (Uhlig, 1903)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ked-a0t-lgv
title: Rodentia Bowdich, 1821

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/khm-76r-vjd
title: Duvalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/41x-86w-ghz
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/9ex-wzb-62z
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/9nd-knk-ksr
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/cnt-vde-2t7
title: Cryptoplax striata (Lamarck, 1819)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/9zb-kzv-tyx
title: Cymbulia Péron & Lesueur, 1810

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/k4y-3le-4v1
title: Clio pyramidata Linnaeus, 1767

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/pq9-v03-zzg
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/abq-fej-kwh
title: Corambe obscura (A. E. Verrill, 1870)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/jdq-egw-55w
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/17m-5q1-bxy
title: Acanthina monodon (Pallas, 1774)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/n99-5hb-fla
title: Nucula nitidosa Winckworth, 1930

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/6nc-q7g-gc8
title: Tegula Lesson, 1833

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/yth-t0v-fql
title: Eulithidium thalassicola (R. Robertson, 1958)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.