cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.aa64rv
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is New South Wales Plant Pathology and Mycology Herbarium AVH data",
 "Country is Croatia"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005544-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.umhzhf
title: Occurrence Download

description: A dataset containing 1796 species occurrences available in GBIF matching the query:
{
 "and" : [
 "EarliestEpochOrLowestSeries is Pleistocene",
 "Issue is Geodetic datum assumed WGS84",
 "OccurrenceStatus is Present",
 "TaxonKey is Bison C.H.Smith, 1827"
 ]
}

 The dataset includes 1796 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005540-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sc6e5q
title: Occurrence Download

description: A dataset containing 273 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Aves",
 "Geometry POLYGON ((-3.680963 40.00631, -3.681244 40.00641, -3.681348 40.00648, -3.681844 40.00671, -3.685229 40.00779, -3.688883 40.00802, -3.689135 40.00797, -3.692546 40.00849, -3.696591 40.00856, -3.700427 40.00757, -3.701926 40.00666, -3.710216 40.00658, -3.710423 40.00658, -3.723486 40.00627, -3.724223 40.00643, -3.728012 40.00626, -3.731534 40.00517, -3.734419 40.00328, -3.739773 39.9984, -3.741307 39.99711, -3.742386 39.99654, -3.752664 39.99198, -3.760844 39.98899, -3.763608 39.98758, -3.765748 39.98563, -3.767092 39.9833, -3.767533 39.98077, -3.767528 39.9803, -3.767342 39.97944, -3.767352 39.97924, -3.767219 39.97888, -3.766923 39.97752, -3.766475 39.97685, -3.766355 39.97653, -3.765902 39.97601, -3.765232 39.97502, -3.764671 39.97459, -3.764317 39.97419, -3.763393 39.97363, -3.762619 39.97304, -3.762093 39.97284, -3.761438 39.97244, -3.759994 39.97203, -3.759341 39.97178, -3.75895 39.97174, -3.758 39.97147, -3.756133 39.97141, -3.755718 39.97137, -3.755494 39.97139, -3.754339 39.97136, -3.749622 39.97179, -3.747771 39.97208, -3.73096 39.9758, -3.730824 39.97583, -3.710745 39.98046, -3.687957 39.98573, -3.684358 39.98712, -3.681581 39.98936, -3.677719 39.99381, -3.677626 39.99397, -3.6775 39.99408, -3.676956 39.99509, -3.676187 39.99637, -3.676158 39.99657, -3.676093 39.99669, -3.675994 39.99763, -3.675759 39.99917, -3.675813 39.99938, -3.675801 39.9995, -3.676055 40.00031, -3.676476 40.00194, -3.67662 40.00213, -3.676652 40.00224, -3.677175 40.0029, -3.67827 40.0044, -3.678494 40.00455, -3.678564 40.00464, -3.679302 40.00513, -3.680963 40.00631))",
 "BasisOfRecord is one of (Human Observation, Observation)",
 "Country is Spain",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 {
 "or" : [
 "CoordinateUncertaintyInMeters is less than 1000",
 "CoordinateUncertaintyInMeters is null"
 ]
 },
 "DistanceFromCentroidInMeters is greater than or equal to 1000",
 "OccurrenceStatus is Present",
 "Year is greater than or equal to 2020",
 "Month is not null"
 ]
}

 The dataset includes 273 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010828-250415084134356/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ja2yqf
title: Occurrence Download

description: A dataset containing 3250 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Bonellia macrocarpa (Cav.) B.Ståhl & Källersjö",
 "BasisOfRecord is one of (Specimen, Fossil, Material sample, Material citation)"
 ]
}

 The dataset includes 3250 records from 123 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010526-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15481905
title: nanoCAM

description:  supplementarytable1 contains basic information of duplicate samples of GM12878 and K562 cell lines supplementarytable2 is the GpC accessibility peaks location information. supplementarytable3 contains multi-way enhancer statistics for GM12878 and K562 cell lines. supplementarytable4 Integrates gene loci information, RNA-seq expression quantifications (TPM values), multi-way enhancer(ME) ratio, GpC accessibility, etc. supplementarytable5 Lists differentially expressed genes (DEGs) identified by limma
DOI: 10.6084/m9.figshare.29114693
title: Fig. 1D p62 and STING blots from DOI: 10.1083/jcb.202009128

description: p62 and STING blots for Fig 1D in DOI: 10.1083/jcb.202009128Folder contains data for Pubpeer comments made in May 2025.1. Fig1D_p62_RAW_figure-image.scn- original scan of chemiluminescence detection on Biorad chemidoc2. Fig1D_p62_RAW_merged-w-blot-ladder.scn- merge of original scan with an image of the western blot with ladder captured with white light on Biorad chemidoc3. Fig1D_p62_TIF_figure-image.tif- TIF export of original scan used to create figure for publication4. Fig1D_STING_RAW_figure-image.scn- original scan of chemiluminescence detection on Biorad chemidoc5. Fig1D_STING_RAW_merged-w-blot-ladder.scn- merge of original scan with an image of the western blot with ladder captured with white light on Biorad chemidoc6. Fig1D_STING_TIF_figure-image.tif- TIF export of original scan used to create figure for publication
DOI: 10.17632/w7fgy7jvs8.3
title: Dataset for everyday phrases and words in Indian sign language

description: Recent advancements in sign language recognition technology have significantly improved communication for individuals who are deaf or hard of hearing. Despite these advancements, many people who use sign language still face challenges in everyday interactions due to widespread unfamiliarity with sign language. However, new technologies have greatly enhanced our ability to recognize and interpret sign language, making communication more accessible and inclusive.

This dataset includes images of common phrases in both Indian Sign Language (ISL) and American Sign Language (ASL). The images were captured using a standard laptop webcam with a resolution of 680x480 pixels and a bit depth of 24 pixels. The dataset covers 44 different phrases, each represented by 40 images. All images are stored in PNG format. Note that this dataset includes static signs only and does not contain any dynamic sign language gestures.
DOI: 10.18167/dvn1/ysm8r7
title: Phenotypic data for 2727 triploid banana hybrids evaluated for 23 agro-morphological traits in Guadeloupe (2012-2017) and genoyping information for their 36 progenitors

description: Data include: variant call format (VCF) for 36 parents of 2723 triploid banana hybrids genotyped for 125245 bi-allelic single nucleotide polymorphisms obtained using whole sequencing information raw phenotypic data for the 23 agro-morphological traits, along with pedigree information for 2727 triploid banana hybridsA correspondence table between the accession names in the phenotyping table and those in the VCF file.
DOI: 10.17632/y7zg6h9r9w
title: Efficient optimization of ultra-high temperature ceramic oxidation resistance based on limited data via GAN-enhanced active learning-augmented dataset

description: Efficient optimization of ultra-high temperature ceramic oxidation resistance based on limited data via GAN-enhanced active learning-augmented dataset
DOI: 10.17632/y7zg6h9r9w.1
title: Efficient optimization of ultra-high temperature ceramic oxidation resistance based on limited data via GAN-enhanced active learning-augmented dataset

description: Efficient optimization of ultra-high temperature ceramic oxidation resistance based on limited data via GAN-enhanced active learning-augmented dataset
DOI: 10.57745/0tef1j
title: Description_FreeDataBase_Feed_Intake_Sieving.pdf

description: This PDF file contains the description of the variables of the dataset named FreeDataBase_Feed_Intake_Sieving
DOI: 10.57745/1dfro0
title: FreeDataBase_Feed_Intake_Sieving.tab

description: This database provides data on feed intake. Since particle size is a key factor influencing nutrient utilization in laying hens, the database includes information on diet particle size, categorizing fine particles as ≤600 µm and large particles as &gt;600 µm. For each fraction (fine and large), the database provides data on cumulative feed intake throughout the photoperiod, as well as feed consumption at each sampling time. Additionally, it includes feed intake data for each sieve used to characterize the particle size distribution of the diet.
DOI: 10.57745/d5mhz5
title: FreeDataBase_Calcium_Phosphorus_Intake.tab

description: This database provides data on Ca and total P intake. Since particle size is a key factor influencing nutrient utilization in laying hens, the database includes information on diet particle size, categorizing fine particles as ≤600 µm and large particles as &gt;600 µm. For each fraction (fine and large), the database provides data on the cumulative intake of Ca and total P throughout the photoperiod, as well as Ca and total P consumption at each sampling time.
DOI: 10.57745/stlixy
title: Description_FreeDataBase_Calcium_Phosphorus_Intake.pdf

description: This PDF file contains the description of the variables of the dataset named FreeDataBase_Calcium_Phosphorus_Intake
DOI: 10.25549/inscriptifact-ouc110587492
title: Persepolis Fortification Aramaic Text 178, PFAT 178

description: [Text Description:] Administrative text with seal PFATS 0007* ❧ [Text or Publication Number Note:] PFAT 178, Bowman 178 ❧ [Excavation Description:] Found during Oriental Institute's excavations in Spring, 1933, near the northeastern corner of the stone platform of Persepolis, in two small rooms of a bastion in the fortification wall ❧ [Medium:] Clay ❧ [Script Note:] Aramaic ❧ [Physical Object Description:] Clay tablet with ink inscription. Seal impressions PFATS 0007* flat edge, obverse, reverse, upper edge.
DOI: 10.17632/xthb26ntc5
title: Indonesia Instagram cyberbullying

description: "All" Dataset (Full Dataset)
This is the primary and most comprehensive dataset containing all text samples (comments). Each text sample has a multi-label label covering all possible categories, including neutral text (not cyberbullying) and various types of cyberbullying (e.g., neutral, flaming, denigration, racism, etc.).

Usage: This dataset is used in two scenarios:

Scenario A (Single-Stage Multi-Label Classification): The "All" dataset is used directly to train a model to classify text into one or more categories simultaneously (e.g., a text can be labeled neutral only, or both flaming and racism simultaneously).

Scenario B - Stage 1 (Binary Detection): This dataset is used to train a binary classification model. For this stage, the original multi-label labels are transformed into binary labels (Yes/No):

The binary label is No (Not Cyberbullying): If the text label is neutral.

Binary label value is Yes (Cyberbullying): If the text contains at least one cyberbullying type label (e.g., flaming, denigration, etc.).
Dataset Cyberbullying (Derived Dataset)
Definition: This is a subset of the "All Dataset." This dataset was created by filtering and sampling only text that was identified as cyberbullying (binary label value: Yes) in Scenario B - Phase 1.

Characteristics: This dataset no longer contains text with a neutral label. It only contains texts guaranteed to contain cyberbullying, along with a multi-label label detailing the type of cyberbullying (e.g., flaming, denigration, etc.).

Usage:

Scenario B - Phase 2 (Cyberbullying Type Classification): This dataset is used exclusively to train the model in the second phase of Scenario B. The goal is to classify the type of cyberbullying from a text, once the text has been confirmed as cyberbullying by the Phase 1 model.
DOI: 10.25549/inscriptifact-ouc110582628
title: Persepolis Fortification Aramaic Text 064, PFAT 064

description: [Text Description:] Administrative Text with seals PFATS 0121; PFATS 0122 ❧ [Text or Publication Number Note:] PFAT 064, Bowman 64 ❧ [Excavation Description:] Found during Oriental Institute's excavations in Spring, 1933, near the northeastern corner of the stone platform of Persepolis, in two small rooms of a bastion in the fortification wall ❧ [Medium:] Clay ❧ [Script Note:] Aramaic ❧ [Physical Object Description:] Clay tablet with ink inscription. Seal impression PFATS 0121 obverse; PFATS 0122 reverse, upper edge.
DOI: 10.17632/xthb26ntc5.1
title: Indonesia Instagram cyberbullying

description: "All" Dataset (Full Dataset)
This is the primary and most comprehensive dataset containing all text samples (comments). Each text sample has a multi-label label covering all possible categories, including neutral text (not cyberbullying) and various types of cyberbullying (e.g., neutral, flaming, denigration, racism, etc.).

Usage: This dataset is used in two scenarios:

Scenario A (Single-Stage Multi-Label Classification): The "All" dataset is used directly to train a model to classify text into one or more categories simultaneously (e.g., a text can be labeled neutral only, or both flaming and racism simultaneously).

Scenario B - Stage 1 (Binary Detection): This dataset is used to train a binary classification model. For this stage, the original multi-label labels are transformed into binary labels (Yes/No):

The binary label is No (Not Cyberbullying): If the text label is neutral.

Binary label value is Yes (Cyberbullying): If the text contains at least one cyberbullying type label (e.g., flaming, denigration, etc.).
Dataset Cyberbullying (Derived Dataset)
Definition: This is a subset of the "All Dataset." This dataset was created by filtering and sampling only text that was identified as cyberbullying (binary label value: Yes) in Scenario B - Phase 1.

Characteristics: This dataset no longer contains text with a neutral label. It only contains texts guaranteed to contain cyberbullying, along with a multi-label label detailing the type of cyberbullying (e.g., flaming, denigration, etc.).

Usage:

Scenario B - Phase 2 (Cyberbullying Type Classification): This dataset is used exclusively to train the model in the second phase of Scenario B. The goal is to classify the type of cyberbullying from a text, once the text has been confirmed as cyberbullying by the Phase 1 model.
DOI: 10.25549/inscriptifact-ouc110582618
title: Persepolis Fortification Aramaic Text 064, PFAT 064

description: [Text Description:] Administrative Text with seals PFATS 0121; PFATS 0122 ❧ [Text or Publication Number Note:] PFAT 064, Bowman 64 ❧ [Excavation Description:] Found during Oriental Institute's excavations in Spring, 1933, near the northeastern corner of the stone platform of Persepolis, in two small rooms of a bastion in the fortification wall ❧ [Medium:] Clay ❧ [Script Note:] Aramaic ❧ [Physical Object Description:] Clay tablet with ink inscription. Seal impression PFATS 0121 obverse; PFATS 0122 reverse, upper edge.
DOI: 10.25549/inscriptifact-ouc110587489
title: Persepolis Fortification Aramaic Text 178, PFAT 178

description: [Text Description:] Administrative text with seal PFATS 0007* ❧ [Text or Publication Number Note:] PFAT 178, Bowman 178 ❧ [Excavation Description:] Found during Oriental Institute's excavations in Spring, 1933, near the northeastern corner of the stone platform of Persepolis, in two small rooms of a bastion in the fortification wall ❧ [Medium:] Clay ❧ [Script Note:] Aramaic ❧ [Physical Object Description:] Clay tablet with ink inscription. Seal impressions PFATS 0007* flat edge, obverse, reverse, upper edge.
DOI: 10.25549/inscriptifact-ouc110587465
title: Persepolis Fortification Aramaic Text 177, PFAT 177

description: [Text Description:] Administrative text with seals PFS 0048; PFATS 0029s ❧ [Text or Publication Number Note:] PFAT 177, Bowman 177 ❧ [Excavation Description:] Found during Oriental Institute's excavations in Spring, 1933, near the northeastern corner of the stone platform of Persepolis, in two small rooms of a bastion in the fortification wall ❧ [Medium:] Clay ❧ [Script Note:] Aramaic ❧ [Physical Object Description:] Clay tablet with incised inscription. Seal impressions PFS 0048 flat edge; PFATS 0029s reverse.
DOI: 10.25549/inscriptifact-ouc110587477
title: Persepolis Fortification Aramaic Text 178, PFAT 178

description: [Text Description:] Administrative text with seal PFATS 0007* ❧ [Text or Publication Number Note:] PFAT 178, Bowman 178 ❧ [Excavation Description:] Found during Oriental Institute's excavations in Spring, 1933, near the northeastern corner of the stone platform of Persepolis, in two small rooms of a bastion in the fortification wall ❧ [Medium:] Clay ❧ [Script Note:] Aramaic ❧ [Physical Object Description:] Clay tablet with ink inscription. Seal impressions PFATS 0007* flat edge, obverse, reverse, upper edge.
DOI: 10.17632/b922g299bh
title: Ecological Resilience of Restored Mediterranean-Climate Woodlands to Experimental Fire

description: These data and code refer to the paper "Ecological Resilience of Restored Mediterranean-Climate Woodlands to Experimental Fire" by Cowan et al., (2025). Fine-scale experimental burns were implemented in a post-mining restoration chronosequence 14-27 years of age in Banksia woodlands Western Australia. We sought to understand the effects of different drivers on post-fire regeneration and survival, as well as early stage resilience to fire through assessments of four descriptors. We compared how the descriptors changed following fire across the restoration ages and in comparison to nearby reference Banksia woodland.
DOI: 10.25549/inscriptifact-ouc110587459
title: Persepolis Fortification Aramaic Text 177, PFAT 177

description: [Text Description:] Administrative text with seals PFS 0048; PFATS 0029s ❧ [Text or Publication Number Note:] PFAT 177, Bowman 177 ❧ [Excavation Description:] Found during Oriental Institute's excavations in Spring, 1933, near the northeastern corner of the stone platform of Persepolis, in two small rooms of a bastion in the fortification wall ❧ [Medium:] Clay ❧ [Script Note:] Aramaic ❧ [Physical Object Description:] Clay tablet with incised inscription. Seal impressions PFS 0048 flat edge; PFATS 0029s reverse.
DOI: 10.25549/inscriptifact-ouc110587473
title: Persepolis Fortification Aramaic Text 178, PFAT 178

description: [Text Description:] Administrative text with seal PFATS 0007* ❧ [Text or Publication Number Note:] PFAT 178, Bowman 178 ❧ [Excavation Description:] Found during Oriental Institute's excavations in Spring, 1933, near the northeastern corner of the stone platform of Persepolis, in two small rooms of a bastion in the fortification wall ❧ [Medium:] Clay ❧ [Script Note:] Aramaic ❧ [Physical Object Description:] Clay tablet with ink inscription. Seal impressions PFATS 0007* flat edge, obverse, reverse, upper edge.
DOI: 10.17632/b922g299bh.1
title: Ecological Resilience of Restored Mediterranean-Climate Woodlands to Experimental Fire

description: These data and code refer to the paper "Ecological Resilience of Restored Mediterranean-Climate Woodlands to Experimental Fire" by Cowan et al., (2025). Fine-scale experimental burns were implemented in a post-mining restoration chronosequence 14-27 years of age in Banksia woodlands Western Australia. We sought to understand the effects of different drivers on post-fire regeneration and survival, as well as early stage resilience to fire through assessments of four descriptors. We compared how the descriptors changed following fire across the restoration ages and in comparison to nearby reference Banksia woodland.
DOI: 10.25549/inscriptifact-ouc110587454
title: Persepolis Fortification Aramaic Text 177, PFAT 177

description: [Text Description:] Administrative text with seals PFS 0048; PFATS 0029s ❧ [Text or Publication Number Note:] PFAT 177, Bowman 177 ❧ [Excavation Description:] Found during Oriental Institute's excavations in Spring, 1933, near the northeastern corner of the stone platform of Persepolis, in two small rooms of a bastion in the fortification wall ❧ [Medium:] Clay ❧ [Script Note:] Aramaic ❧ [Physical Object Description:] Clay tablet with incised inscription. Seal impressions PFS 0048 flat edge; PFATS 0029s reverse.
DOI: 10.25549/inscriptifact-ouc110587468
title: Persepolis Fortification Aramaic Text 177, PFAT 177

description: [Text Description:] Administrative text with seals PFS 0048; PFATS 0029s ❧ [Text or Publication Number Note:] PFAT 177, Bowman 177 ❧ [Excavation Description:] Found during Oriental Institute's excavations in Spring, 1933, near the northeastern corner of the stone platform of Persepolis, in two small rooms of a bastion in the fortification wall ❧ [Medium:] Clay ❧ [Script Note:] Aramaic ❧ [Physical Object Description:] Clay tablet with incised inscription. Seal impressions PFS 0048 flat edge; PFATS 0029s reverse.
DOI: 10.25549/inscriptifact-ouc110585692
title: Persepolis Fortification Aramaic Text 147, PFAT 147

description: [Text Description:] Administrative text with seal PFATS 0046 ❧ [Text or Publication Number Note:] PFAT 147, Bowman 147 ❧ [Excavation Description:] Found during Oriental Institute's excavations in Spring, 1933, near the northeastern corner of the stone platform of Persepolis, in two small rooms of a bastion in the fortification wall ❧ [Medium:] Clay ❧ [Script Note:] Aramaic ❧ [Physical Object Description:] Clay tablet with ink inscription. Seal impression PFATS 0046 bottom edge, obverse, reverse, upper edge. ❧ [Physical Object Note:] Flat edge damaged
DOI: 10.25549/inscriptifact-ouc110587445
title: Persepolis Fortification Aramaic Text 177, PFAT 177

description: [Text Description:] Administrative text with seals PFS 0048; PFATS 0029s ❧ [Text or Publication Number Note:] PFAT 177, Bowman 177 ❧ [Excavation Description:] Found during Oriental Institute's excavations in Spring, 1933, near the northeastern corner of the stone platform of Persepolis, in two small rooms of a bastion in the fortification wall ❧ [Medium:] Clay ❧ [Script Note:] Aramaic ❧ [Physical Object Description:] Clay tablet with incised inscription. Seal impressions PFS 0048 flat edge; PFATS 0029s reverse.
DOI: 10.25549/inscriptifact-ouc110585690
title: Persepolis Fortification Aramaic Text 147, PFAT 147

description: [Text Description:] Administrative text with seal PFATS 0046 ❧ [Text or Publication Number Note:] PFAT 147, Bowman 147 ❧ [Excavation Description:] Found during Oriental Institute's excavations in Spring, 1933, near the northeastern corner of the stone platform of Persepolis, in two small rooms of a bastion in the fortification wall ❧ [Medium:] Clay ❧ [Script Note:] Aramaic ❧ [Physical Object Description:] Clay tablet with ink inscription. Seal impression PFATS 0046 bottom edge, obverse, reverse, upper edge. ❧ [Physical Object Note:] Flat edge damaged
DOI: 10.25549/inscriptifact-ouc110587444
title: Persepolis Fortification Aramaic Text 177, PFAT 177

description: [Text Description:] Administrative text with seals PFS 0048; PFATS 0029s ❧ [Text or Publication Number Note:] PFAT 177, Bowman 177 ❧ [Excavation Description:] Found during Oriental Institute's excavations in Spring, 1933, near the northeastern corner of the stone platform of Persepolis, in two small rooms of a bastion in the fortification wall ❧ [Medium:] Clay ❧ [Script Note:] Aramaic ❧ [Physical Object Description:] Clay tablet with incised inscription. Seal impressions PFS 0048 flat edge; PFATS 0029s reverse.
DOI: 10.21233/3sgr-4526
title: Lake Colden diatom surface sample dataset

description: Raw data for the Lake Colden diatom surface sample dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.