cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.6lidg3
title: Occurrence Download

description: A dataset containing 4279 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Herpestes ichneumon (Linnaeus, 1758)"
 ]
}

 The dataset includes 4279 records from 65 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028684-180508205500799/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.w6z75p
title: Occurrence Download

description: A dataset containing 767853 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Avenella flexuosa (L.) Drejer)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 767853 records from 1487 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046889-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/inscriptifact-ouc111131814
title: Enoch parchment, Schoyen MS 4612/8

description: [Text Description:] Text from Enoch ❧ [Text or Publication Number Note:] Schoyen MS 4612/8 ❧ [Medium:] Parchment ❧ [Script Note:] Jewish ❧ [Physical Object Description:] 1 fragment, 5 partial lines; dark brown with part of surface flaked off
DOI: 10.15468/dl.83c8am
title: Occurrence Download

description: A dataset containing 452 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Raorchestes Biju, Shouche, Dubois, Dutta & Bossuyt, 2010"
 ]
}

 The dataset includes 452 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0075755-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/inscriptifact-ouc111131738
title: 1 Samuel 2:11-14, Schoyen MS 4612/10

description: [Text Description:] Text from Samuel ❧ [Text or Publication Number Note:] Schoyen MS 4612/10 ❧ [Medium:] Parchment ❧ [Script Note:] Jewish ❧ [Physical Object Description:] 1 fragment, 4 partial lines; dark brown
DOI: 10.15468/dl.1w1cb8
title: Occurrence Download

description: A dataset containing 655 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ptychohyla euthysanota (Kellogg, 1928)"
 ]
}

 The dataset includes 655 records from 28 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003434-180412121330197/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.heqfr5
title: Occurrence Download

description: A dataset containing 10259 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-168 13,-51 13,-51 84,-168 84,-168 13))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Galium aparine L.",
 "Year 2000-2020"
 ]
}

 The dataset includes 10259 records from 75 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0075724-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zzyouw
title: Occurrence Download

description: A dataset containing 5116 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Caracterización de la avifauna de las cuencas de los Ríos Cañas (Dibulla–Guajira), Garupal (Valledupar–Cesar), Arroyo Grande (San Juan Nepomuceno–Bolívar), Aipe (Huila), Yaví (Tolima), Dagua (Valle del Cauca) como insumo para la identificación de oportunidades de conservación y de recuperación de servicios ecosistémicos del bosque seco."
 ]
}

 The dataset includes 5116 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005605-180730143533302/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.g0uziq
title: Occurrence Download

description: A dataset containing 54 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Chile",
 "TaxonKey is Oxalis gigantea Barnéoud"
 ]
}

 The dataset includes 54 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003068-180412121330197/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/inscriptifact-ouc111304240
title: Church of St. Nicholas of the Roof, Ayios Nikolaos tis Stegis

description: [Text Description:] A domed church of the early eleventh century dedicated to St. Nicholas. ❧ [Medium:] Stone ❧ [Script Note:] Greek, Non-Text ❧ [Physical Object Description:] A domed church of the early eleventh century with a later steep-pitched room for protection against the snow. Located about 3 miles above Kakopetria, Cyprus in a wooded valley near a stream. ❧ [Physical Object Note:] The church is the sole remnant of an old monastery founded in the 11th century that flourished in the mid-Byzantine period and during Frankish rule but fell into decline in the 18th century, eventually dissolving. ❧ [Physical Object Note:] The church belongs to the domed cross-in square plan and gets its name from the second timber roof with flat tiles that were made in the Soleas district. The narthex, covered by a calotte and two traverse arches, was added at the beginning of the 12th century. At a later stage the church's original appearance was altered resulting in the destruction of important paintings. ❧
DOI: 10.15468/dl.wp2wq2
title: Occurrence Download

description: A dataset containing 24 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Agastache coccinea (Greene) Lint & Epling"
 ]
}

 The dataset includes 24 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005588-180730143533302/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hk95dj
title: Occurrence Download

description: A dataset containing 371 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Clinotarsus Mivart, 1869"
 ]
}

 The dataset includes 371 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0075728-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/inscriptifact-ouc111302657
title: Deuteronomy 9-10

description: [Text Description:] Fragment of Deuteronomy 9:25-10:1 ❧ [Medium:] Parchment ❧ [Script Note:] Jewish ❧ [Physical Object Description:] Parchment fragment ❧
DOI: 10.15468/dl.yselab
title: Occurrence Download

description: A dataset containing 353 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Dendropsophus sartori (Smith, 1951)"
 ]
}

 The dataset includes 353 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003455-180412121330197/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.lggi7y
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Psacalium cervinum (Rydb.) H.Rob. & Brettell"
 ]
}

 The dataset includes 8 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005625-180730143533302/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/inscriptifact-ouc111321645
title: Cuneiform Tablet 000228, CUN.000228

description: [Text Description:] Cuneiform Tablet, Administrative Tag, with Seal Impressions 000228 ❧ [Text or Publication Number Note:] CUN.000228 ❧ [Medium:] Clay ❧ [Script Note:] Cuneiform, Non-Alphabetic ❧ [Physical Object Description:] Clay tablet with cuneiform script, roughly triangular In shape.
DOI: 10.15468/dl.2madza
title: Occurrence Download

description: A dataset containing 5400 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Archontophoenix cunninghamiana (H.Wendl.) H.Wendl. & Drude"
 ]
}

 The dataset includes 5400 records from 95 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0064142-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8fx7ew
title: Occurrence Download

description: A dataset containing 872072 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-74.12666 6.88649,-72.00745 6.88649,-72.00745 9.25498,-74.12666 9.25498,-74.12666 6.88649))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Animalia"
 ]
}

 The dataset includes 872072 records from 382 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0064136-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wxfb7n
title: Occurrence Download

description: A dataset containing 103 species occurrences available in GBIF matching the query:
{
 "or" : [
 "TaxonKey is Humerana Dubois, 1992",
 "TaxonKey is Hydrophyllax Raf."
 ]
}

 The dataset includes 103 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0075736-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hjscss
title: Occurrence Download

description: A dataset containing 39 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Psacalium brachycomum (S.F.Blake) H.Rob. & Brettell"
 ]
}

 The dataset includes 39 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005623-180730143533302/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/inscriptifact-ouc111129380
title: 4Q(?)Prov (Prov 4.23-5.1), DSS F.119

description: [Text Description:] Remains of three lines from Proverbs ❧ [Text or Publication Number Note:] DSS F.119; DSS F.Prov1; Schoyen MS 4612/11 ❧ [Medium:] Parchment ❧ [Script Note:] Jewish ❧ [Physical Object Description:] 2.4x4.7cm, thickness .2-.5mm; dark brown, flaking ❧ [Physical Object Note:] Parts of 3 lines; line spacing 7mm
DOI: 10.15468/dl.sboxw5
title: Occurrence Download

description: A dataset containing 5671541 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United States of America",
 "TaxonKey is Corvus brachyrhynchos C.L.Brehm, 1822"
 ]
}

 The dataset includes 5671541 records from 101 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005999-181108115102211/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.moxr3k
title: Occurrence Download

description: A dataset containing 15181 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Edinburgh (E) Herbarium Specimens",
 "TaxonKey is Orchidaceae"
 ]
}

 The dataset includes 15181 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000813-180412121330197/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/inscriptifact-ouc111129663
title: 4Q(?)Prov (Prov 4.23-5.1), DSS F.119

description: [Text Description:] Remains of three lines from Proverbs ❧ [Text or Publication Number Note:] DSS F.119; DSS F.Prov1; Schoyen MS 4612/11 ❧ [Medium:] Parchment ❧ [Script Note:] Jewish ❧ [Physical Object Description:] 2.4x4.7cm, thickness .2-.5mm; dark brown, flaking ❧ [Physical Object Note:] Parts of 3 lines; line spacing 7mm
DOI: 10.15468/dl.2mek7q
title: Occurrence Download

description: A dataset containing 36303 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Taxon occurrence data for the FungalRoot database"
 ]
}

 The dataset includes 36303 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0075731-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.g4dzkw
title: Occurrence Download

description: A dataset containing 829 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Colección Ornitológica de la Universidad de Nariño"
 ]
}

 The dataset includes 829 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005615-180730143533302/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vipkoz
title: Occurrence Download

description: A dataset containing 1294 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Global Butterfly Information System (GloBIS)"
 ]
}

 The dataset includes 1294 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011662-181003121212138/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/inscriptifact-ouc111129665
title: 4Q(?)Prov (Prov 4.23-5.1), DSS F.119

description: [Text Description:] Remains of three lines from Proverbs ❧ [Text or Publication Number Note:] DSS F.119; DSS F.Prov1; Schoyen MS 4612/11 ❧ [Medium:] Parchment ❧ [Script Note:] Jewish ❧ [Physical Object Description:] 2.4x4.7cm, thickness .2-.5mm; dark brown, flaking ❧ [Physical Object Note:] Parts of 3 lines; line spacing 7mm
DOI: 10.15468/dl.oplrwj
title: Occurrence Download

description: A dataset containing 15 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Rhodiola stapfii (Raym.-Hamet) S.H.Fu"
 ]
}

 The dataset includes 15 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000224-180508205500799/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.z4bbdu
title: Occurrence Download

description: A dataset containing 48705 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hylarana Tschudi, 1838"
 ]
}

 The dataset includes 48705 records from 103 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0075737-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/inscriptifact-ouc111302828
title: Deuteronomy 12

description: [Text Description:] Fragment Deuteronomy 12:11-14 ❧ [Medium:] Parchment ❧ [Script Note:] Jewish ❧ [Physical Object Description:] Parchment fragment ❧
DOI: 10.15468/dl.ec4zhs
title: Occurrence Download

description: A dataset containing 1678 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Colección de aves del Museo de Historia Natural de la Pontificia Universidad Javeriana"
 ]
}

 The dataset includes 1678 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005617-180730143533302/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.f80b6m
title: Occurrence Download

description: A dataset containing 66 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Philippines",
 "HasCoordinate is true",
 "TaxonKey is Pithecophaga jefferyi Ogilvie-Grant, 1896",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 66 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011608-181003121212138/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/inscriptifact-ouc111321707
title: Cuneiform Tablet 000228, CUN.000228

description: [Text Description:] Cuneiform Tablet, Administrative Tag, with Seal Impressions 000228 ❧ [Text or Publication Number Note:] CUN.000228 ❧ [Medium:] Clay ❧ [Script Note:] Cuneiform, Non-Alphabetic ❧ [Physical Object Description:] Clay tablet with cuneiform script, roughly triangular In shape.
DOI: 10.15468/dl.5zww9z
title: Occurrence Download

description: A dataset containing 338231 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-13 35,34 35,34 72,-13 72,-13 35))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Cirsium arvense (L.) Scop.",
 "Year 2000-2020"
 ]
}

 The dataset includes 338231 records from 692 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0075729-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.30465737
title: Raw data for "Wing and pappus appendages decrease seed terminal velocity: A meta-analysis"

description: This meta-analysis integrated terminal velocity records for 1,479 species from LEDA Traitbase and 56 literatures, explored descriptive patterns, and tested the effects of morphological traits. The dataset was categorized by seed dispersal vector (e.g., gravity, animal, wind) and appendage type (appendage-less, hair, wing).
DOI: 10.6084/m9.figshare.30465737.v1
title: Raw data for "Wing and pappus appendages decrease seed terminal velocity: A meta-analysis"

description: This meta-analysis integrated terminal velocity records for 1,479 species from LEDA Traitbase and 56 literatures, explored descriptive patterns, and tested the effects of morphological traits. The dataset was categorized by seed dispersal vector (e.g., gravity, animal, wind) and appendage type (appendage-less, hair, wing).
DOI: 10.5281/zenodo.17461868
title: Datos de ventas y análisis comparativo ABC vs CADIG – VENYCOM, 2023-2025

description: Este conjunto de datos incluye la información de inventario, ventas y desempeño de 265 artículos de la empresa VENYCOM (Diriamba, Carazo, Nicaragua) entre diciembre de 2023 y marzo de 2025. Contiene las tablas de análisis comparativo de los métodos ABC y CADIG, con variables clave como cantidad vendida, días en inventario y ganancia bruta. Los datos permiten reproducir los cálculos de priorización de artículos mediante el índice CADIG, analizar la rotación y rentabilidad de productos, y servir como referencia para estudios de gestión de inventarios y toma de decisiones empresariales en PyMEs.
DOI: 10.5281/zenodo.17461869
title: Datos de ventas y análisis comparativo ABC vs CADIG – VENYCOM, 2023-2025

description: Este conjunto de datos incluye la información de inventario, ventas y desempeño de 265 artículos de la empresa VENYCOM (Diriamba, Carazo, Nicaragua) entre diciembre de 2023 y marzo de 2025. Contiene las tablas de análisis comparativo de los métodos ABC y CADIG, con variables clave como cantidad vendida, días en inventario y ganancia bruta. Los datos permiten reproducir los cálculos de priorización de artículos mediante el índice CADIG, analizar la rotación y rentabilidad de productos, y servir como referencia para estudios de gestión de inventarios y toma de decisiones empresariales en PyMEs.
DOI: 10.5281/zenodo.13374997
title: TUD-IPB Dataset for Detecting the Interaction between Particles and Biomass

description: This dataset contains the data used for the following publications:





Jia, T., Peng, Z., Yu, J., Piaggio, A. L., Zhang, S., & de Kreuk, M. K. (2024). Detecting the interaction between microparticles and biomass in biological wastewater treatment process with Deep Learning method. Science of The Total Environment, 175813. https://doi.org/10.1016/j.scitotenv.2024.175813Jia, T., Yu, J., Sun, A., Wu, Y., Zhang, S., & Peng, Z. (2025). Semi-supervised learning-based identification of the attachment between sludge and microparticles in wastewater treatment. Journal of Environmental Management, 375, 124268. https://doi.org/10.1016/j.jenvman.2025.124268



The "TU Delft-Interaction between Particles and Biomass” (TUD-IPB) dataset is for detecting the interaction between microparticles and biomass in biological wastewater treatment process  with computer vision. We created this dataset from the experiments conducted in water lab of TU Delft (Stevinweg 1, Delft, Netherlands). The experiment details can be found in the publication. This dataset includes microscope images and mask annotations, that shows the shape and location of free particles and entrapped particles in images.

The images are stored in the images.zip file, the annotations are stored in the labels_txt.zip file, and the classes of the annotation (i.e., entrap particle and free particle) is stored in the classes.txt file.

The filenames of images and annotations includes three parts: Sampling time (the first part), the diameter of biomass (the middle part), and image number (the last part). Details of the first two parts and their meanings are provided in the following table.

Explanation of Filename Components and Their Meanings




The first part of filename
Sampling time 
The middle part of filename
Diameter of biomass (mm)


A10
10 min
bigger3-0
>3.1


A30
30 min
2-0-3-0
2.0-3.1


A60
60 min
1-0-2-0
1.0-2.0


 
 
0-2-1-0
0.2-1.0


 
 
smaller0-2
< 0.2




 

If you use this dataset for a publication, please cite the paper. Here is a BibTeX entry:



@article{jia2024detecting,
  title={Detecting the interaction between microparticles and biomass in biological wastewater treatment process with Deep Learning method},
  author={Jia, Tianlong and Peng, Zhaoxu and Yu, Jing and Piaggio, Antonella L and Zhang, Shuo and de Kreuk, Merle K},
  journal={Science of The Total Environment},
  pages={175813},
  year={2024},
  publisher={Elsevier}
}@article{jia2025semi,  title={Semi-supervised learning-based identification of the attachment between sludge and microparticles in wastewater treatment},  author={Jia, Tianlong and Yu, Jing and Sun, Ao and Wu, Yipeng and Zhang, Shuo and Peng, Zhaoxu},  journal={Journal of Environmental Management},  volume={375},  pages={124268},  year={2025},  publisher={Elsevier}}