cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.v6rq3k
title: Occurrence Download

description: A dataset containing 189 species occurrences available in GBIF matching the query:
{
 "and" : [
 "PublishingOrg is 6c147991-c3bf-453d-a778-3bea9a534804",
 "TaxonKey is Atractus"
 ]
}

 The dataset includes 189 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012661-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.21233/nx8c-vs82
title: Catavina pollen dataset

description: Raw data for the Catavina pollen 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.
DOI: 10.15468/dl.hfdv6j
title: Occurrence Download

description: A dataset containing 2065 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Canadian Museum of Nature Fossil Vertebrate Collection",
 "TaxonKey is Cervidae"
 ]
}

 The dataset includes 2065 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012662-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.21233/4xap-4p06
title: Catavina pollen dataset

description: Raw data for the Catavina pollen 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.
DOI: 10.21233/9cbj-sq92
title: Catavina pollen dataset

description: Raw data for the Catavina pollen 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.
DOI: 10.21233/mg3j-p690
title: Catavina pollen dataset

description: Raw data for the Catavina pollen 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.
DOI: 10.15468/dl.nk8ex3
title: Occurrence Download

description: A dataset listing the 1 species recorded in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((274.43806 -5.64511,293.61546 -5.64511,293.61546 2.03377,274.43806 2.03377,274.43806 -5.64511))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Juglans neotropica"
 ]
}

 The dataset's 1 records were derived from 29 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012648-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.21233/5erv-p603
title: Catavina pollen dataset

description: Raw data for the Catavina pollen 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.
DOI: 10.21233/jfe4-dm94
title: Catavina pollen dataset

description: Raw data for the Catavina pollen 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.
DOI: 10.21233/nfnj-he87
title: Catavina pollen dataset

description: Raw data for the Catavina pollen 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.
DOI: 10.15468/dl.rh4pew
title: Occurrence Download

description: A dataset containing 54 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Boccardia proboscidea",
 "Country is Argentina",
 "HasCoordinate is true"
 ]
}

 The dataset includes 54 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012664-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.21233/2s1e-y580
title: Catavina pollen dataset

description: Raw data for the Catavina pollen 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.
DOI: 10.21233/trm8-f397
title: Catavina pollen dataset

description: Raw data for the Catavina pollen 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.
DOI: 10.5281/zenodo.18262240
title: Enforcing LLMs to Use Software Design Patterns: A Case of Singleton
DOI: 10.5281/zenodo.18262239
title: Enforcing LLMs to Use Software Design Patterns: A Case of Singleton
DOI: 10.21233/c040-5a70
title: Catavina pollen dataset

description: Raw data for the Catavina pollen 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.
DOI: 10.21233/6pgx-t780
title: Catavina pollen dataset

description: Raw data for the Catavina pollen 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.
DOI: 10.21233/6178-jm29
title: Catavina pollen dataset

description: Raw data for the Catavina pollen 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.
DOI: 10.21233/dqeq-ak43
title: Catavina pollen dataset

description: Raw data for the Catavina pollen 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.
DOI: 10.21233/8jwg-0e58
title: Catavina pollen dataset

description: Raw data for the Catavina pollen 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.
DOI: 10.21233/e457-j331
title: Catavina pollen dataset

description: Raw data for the Catavina pollen 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.
DOI: 10.5281/zenodo.18259826
title: UTM Dataset

description: Dataset Description

This dataset was created to support Article X and is available on Roboflow and Hugging Face.

It consists of images of U-tube manometers constructed using a transparent PVC water level hose (5/16" × 1 mm) and flexible measuring tapes of different colors, each with a length of 150 cm (60 inches). The manometric fluids represented in the dataset include water, oil, and dyed water. The dataset is intended for computer vision regression and classification tasks, specifically targeting the reading of liquid column levels.

The dataset includes 48,218 augmented images, derived from 20,036 unique original images. All annotations were performed using the RoboFlow Annotate Tool, with label precision within ± 0.1 cm.

--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------

Dataset Split



Training set: 42274 images

Validation set: 5319 images

Test set: 625 images


--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------

Data Structure

dataset/├── train.zip/│   ├── 10.2/│   │   ├── image23.png│   │   └── ...│   ├── 10.4/│   └── ...├── validation.zip/│   ├── 9.8/│   └── ...└── test.zip/│    ├── 10.0/│    └── ...└── dataset_mapping.csv



Each subfolder name corresponds to the label value (e.g., water column height in centimeters).

Images inside the folder share the same height value.


--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------

Citation

 





@dataset{utm_dataset,

author    = {Santos, Clayton Silva},

title     = {{UTM} {Dataset}},

year      = {2026},

month     = {jan},

publisher = {Roboflow},

version   = {27},

doi       = {10.5281/zenodo.18259826},

url       = {https://universe.roboflow.com/visiongauge/utm_dataset-ooorv}

}
DOI: 10.5281/zenodo.18259825
title: UTM Dataset

description: Dataset Description

This dataset was created to support Article X and is available on Roboflow and Hugging Face.

It consists of images of U-tube manometers constructed using a transparent PVC water level hose (5/16" × 1 mm) and flexible measuring tapes of different colors, each with a length of 150 cm (60 inches). The manometric fluids represented in the dataset include water, oil, and dyed water. The dataset is intended for computer vision regression and classification tasks, specifically targeting the reading of liquid column levels.

The dataset includes 48,218 augmented images, derived from 20,036 unique original images. All annotations were performed using the RoboFlow Annotate Tool, with label precision within ± 0.1 cm.

--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------

Dataset Split



Training set: 42274 images

Validation set: 5319 images

Test set: 625 images


--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------

Data Structure

dataset/├── train.zip/│   ├── 10.2/│   │   ├── image23.png│   │   └── ...│   ├── 10.4/│   └── ...├── validation.zip/│   ├── 9.8/│   └── ...└── test.zip/│    ├── 10.0/│    └── ...└── dataset_mapping.csv



Each subfolder name corresponds to the label value (e.g., water column height in centimeters).

Images inside the folder share the same height value.


--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------

Citation

 





@dataset{utm_dataset,

author    = {Santos, Clayton Silva},

title     = {{UTM} {Dataset}},

year      = {2026},

month     = {jan},

publisher = {Roboflow},

version   = {27},

doi       = {10.5281/zenodo.18259826},

url       = {https://universe.roboflow.com/visiongauge/utm_dataset-ooorv}

}
DOI: 10.21233/714f-ax62
title: Catavina pollen dataset

description: Raw data for the Catavina pollen 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.
DOI: 10.21233/fkd7-e786
title: Catavina pollen dataset

description: Raw data for the Catavina pollen 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.
DOI: 10.21233/xraz-k615
title: Catavina pollen dataset

description: Raw data for the Catavina pollen 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.
DOI: 10.21233/69k4-5646
title: Catavina pollen dataset

description: Raw data for the Catavina pollen 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.
DOI: 10.21233/k164-nt07
title: Catavina pollen dataset

description: Raw data for the Catavina pollen 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.
DOI: 10.5281/zenodo.15185273
title: Retraction Watch and Open Access Models

description: A Retraction Watch dataset with open access models and APC information for publications retracted from 2009-2024. The data from Retraction Watch was pulled on Februrary 24, 2025 and again on May 8, 2025. It was modified manually and with data from OpenAlex.
DOI: 10.5281/zenodo.15185272
title: Retraction Watch and Open Access Models

description: A Retraction Watch dataset with open access models and APC information for publications retracted from 2009-2024. The data from Retraction Watch was pulled on Februrary 24, 2025 and again on May 8, 2025. It was modified manually and with data from OpenAlex.
DOI: 10.15468/dl.a9pmem
title: Occurrence Download

description: A dataset containing 439 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Carduus nutans",
 "Country is Argentina",
 "HasCoordinate is true"
 ]
}

 The dataset includes 439 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012665-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.21233/k2nw-h477
title: Catavina pollen dataset

description: Raw data for the Catavina pollen 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.
DOI: 10.21233/0mgt-9085
title: GaII charcoal dataset

description: Raw data for the GaII charcoal 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.
DOI: 10.21233/fgsg-zk87
title: GaI charcoal dataset

description: Raw data for the GaI charcoal 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.
DOI: 10.21233/82cf-qr25
title: Erin charcoal dataset

description: Raw data for the Erin charcoal 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.
DOI: 10.21233/taxv-jg49
title: NBb charcoal dataset

description: Raw data for the NBb charcoal 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.
DOI: 10.21233/2yfs-np68
title: TFSI charcoal dataset

description: Raw data for the TFSI charcoal 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.
DOI: 10.5281/zenodo.18262277
title: Día de Santa Thecla - Procession Photographs III

description: This dataset contains a curated collection of photographs documenting the celebration of Día de Santa Thecla, focusing on public rituals, processions, devotional practices, and festive elements associated with the feast. The images were produced as part of ethnographic and visual documentation of local religious culture and collective memory. Photographs capture material culture, spatial settings, and performative aspects of the celebration. When necessary, identifiable individuals have been photographed in public contexts, and images are intended for scholarly, educational, and non-commercial use.
DOI: 10.5281/zenodo.18262278
title: Día de Santa Thecla - Procession Photographs III

description: This dataset contains a curated collection of photographs documenting the celebration of Día de Santa Thecla, focusing on public rituals, processions, devotional practices, and festive elements associated with the feast. The images were produced as part of ethnographic and visual documentation of local religious culture and collective memory. Photographs capture material culture, spatial settings, and performative aspects of the celebration. When necessary, identifiable individuals have been photographed in public contexts, and images are intended for scholarly, educational, and non-commercial use.
DOI: 10.21233/tpsq-cg65
title: Le Fango pollen dataset

description: Raw data for the Le Fango pollen 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.
DOI: 10.21233/4vkk-xn72
title: TFSII charcoal dataset

description: Raw data for the TFSII charcoal 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.
DOI: 10.21233/b8dh-g215
title: Vögelpohl pollen dataset

description: Raw data for the Vögelpohl pollen 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.
DOI: 10.21233/d9j1-jb33
title: Deinstedt pollen dataset

description: Raw data for the Deinstedt pollen 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.
DOI: 10.15468/dl.x77prw
title: Occurrence Download

description: A dataset containing 425 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Africa",
 "License is one of (CC0 1.0, CC-BY 4.0, CC-BY-NC 4.0)",
 "OccurrenceStatus is Present",
 "TaxonKey is Spodoptera frugiperda",
 "Year 1900-2026"
 ]
}

 The dataset includes 425 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012666-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.21233/nkct-1102
title: SG charcoal dataset

description: Raw data for the SG charcoal 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.
DOI: 10.21233/weph-7b71
title: RH charcoal dataset

description: Raw data for the RH charcoal 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.
DOI: 10.21233/h5c5-k937
title: DL charcoal dataset

description: Raw data for the DL charcoal 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.
DOI: 10.21233/jetw-yh02
title: K1 vertebrate fauna dataset

description: Raw data for the K1 vertebrate fauna 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.