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

description: A dataset containing 26 species occurrences available in GBIF matching the query:
{
 "and" : [
 "VerbatimScientificName is Philemon fuscicapillus",
 "BasisOfRecord is one of (Machine Observation, Human Observation)",
 "Year 2011-2021",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen, Specimen, Material citation, Material sample)"
 ]
 }
 }
 ]
}

 The dataset includes 26 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0079511-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wnwutq
title: Occurrence Download

description: A dataset containing 39 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Theretra alecto Linnaeus, 1758, Theretra boisduvalii Bugnion, 1839, Theretra clotho Drury, 1773, Theretra japonica Boisduval, 1869, Theretra latreillii MacLeay, Theretra nessus Drury, 1773, Theretra oldenlandiae Fabricius, 1775, Theretra pallicosta Walker, 1856, Theretra rhesus Boisduval, Theretra silhetensis Walker, 1856, Theretra suffusa Walker, 1856)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Living Specimen, Machine Observation, Literature Occurrence)",
 "Geometry POLYGON((118 27,123 27,123 31.25,118 31.25,118 27))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 39 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010619-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jdq27v
title: Occurrence Download

description: A dataset containing 43 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Lerista kalumburu Storr, 1976)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 43 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028325-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nk4n6h
title: Occurrence Download

description: A dataset containing 97 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Pseudemys alabamensis Baur, 1893)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 97 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025548-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.32x95y
title: Occurrence Download

description: A dataset containing 172 species occurrences available in GBIF matching the query:
{
 "and" : [
 "VerbatimScientificName is Philemon moluccensis",
 "BasisOfRecord is one of (Machine Observation, Human Observation)",
 "Year 2011-2021",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen, Specimen, Material citation, Material sample)"
 ]
 }
 }
 ]
}

 The dataset includes 172 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0079514-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wa9d8c
title: Occurrence Download

description: A dataset containing 585 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Lorius hypoinochrous G.R.Gray, 1859)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 585 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010603-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.g3g3yb
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Oligosoma tekakahu Chapple, Bell, Chapple, Miller, Daugherty & Patterson, 2011)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025554-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.x336qh
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Psychosaura agmosticha (Rodrigues, 2000))",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 3 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028345-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mtgsqm
title: Occurrence Download

description: A dataset containing 94781 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Prenanthes purpurea L."
 ]
}

 The dataset includes 94781 records from 490 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0094472-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.48580/d3c9x.v86
title: On the taxonomy and distribution of Aphrodes bicincta (Schrank, 1776) species group (Homoptera: Auchenorrhyncha: Cicadellidae: Aphrodinae) in Eastern Palaearctic
DOI: 10.48580/d3c9y.v89
title: Review of the Oriental leafhopper genus Parafagocyba Kuoh & Hu (Hemiptera: Cicadellidae: Typhlocybinae: Typhlocybini), with descriptions of three new species from China
DOI: 10.48580/d3cb2.v81
title: Two new species of Langelurillus Próchniewicz, 1994 from India (Araneae: Salticidae: Aelurillina)
DOI: 10.48580/d3cb6.v85
title: Patterns of genetic divergence in the Ilyodromus amplicolis lineage (Crustacea, Ostracoda), with descriptions of three new species
DOI: 10.48580/d3c9m.v81
title: Toxidium Cavicola Sp. Nov., A New Cave Dwelling Malagasy Scaphidiinae (Coleoptera: Staphylinidae)
DOI: 10.48580/d3c9q.v78
title: Vanmanenia orcicampus ı a new species of loach from the Plain of Jarsı Laos (Teleostei: Gastromyzontidae)
DOI: 10.48580/d3c9s.v83
title: Description of the larva of Ilyobius chilensis (McLachlan) (Megaloptera: Sialidae) and notes on the adult morphology
DOI: 10.48580/d3c9k.v85
title: Schistura systomos ı a new species of loach from southern Laos (Teleostei: Nemacheilidae)
DOI: 10.48580/d3c9l.v89
title: Squalius semae, a new species of chub from the Euphrates River, Eastern Anatolia (Teleostei: Cyprinidae)
DOI: 10.48580/d3c9h.v87
title: A new species of Loxosceles Heineken & Lowe, 1832 (Araneae: Sicariidae) from Iranian caves
DOI: 10.48580/d3c98.v84
title: First record of the genus Adipicola (Mollusca: Bivalvia: Mytilidae) and description of a new species from the Argentine SW Atlantic Ocean
DOI: 10.48580/d3c9b.v83
title: Two new goatfishes of the genus Upeneus (Mullidae) from Australia and Indonesia
DOI: 10.48580/d3c9c.v86
title: A new species of gall midge (Diptera: Cecidomyiidae) damaging ornamental Callistemon (Myrtaceae) in Australia
DOI: 10.48580/d3c9d.v85
title: On the genus Paleonura (Collembola: Neanuridae: Neanurinae) from the Americas and description of a new species from Puerto Rico
DOI: 10.48580/d3c92.v79
title: On a new species of Euchondrus Boettger, 1883 from Syria (Pulmonata: Enidae)
DOI: 10.48580/d3c94.v88
title: Schistura indaaegyiana, a new loach from Lake Indawgyi basin, Myanmar (Teleostei: Nemacheilidae)
DOI: 10.48580/d3c97.v91
title: Review of the species of Strophedra Herrich-Schäffer, 1853 from China (Lepidoptera: Tortricidae: Olethreutinae: Grapholitini)
DOI: 10.48580/d3c8q.v80
title: Eight new species and two new records of Batriscenellus Jeannel (Coleoptera: Staphylinidae: Pselaphinae) from China and India
DOI: 10.48580/d3c8v.v87
title: A new Oreonetides Strand, 1901 from the Russian Far East (Araneae, Linyphiidae)
DOI: 10.48580/d3c8w.v82
title: Taxonomic notes on the genus Laemoglyptus Fairmaire from Taiwan (Coleoptera, Cantharidae)
DOI: 10.48580/d3c8l.v82
title: A new Afromontane species of the ant-eating spider genus Dusmadiores and description of the male of D. deserticola (Araneae: Zodariidae)
DOI: 10.48580/d3c8m.v79
title: Contributions to the study of gomphocerine grasshoppers calling songs (Orthoptera: Acrididae: Gomphocerinae) with notes on taxonomic status and distribution of some forms from Kyrgyzstan
DOI: 10.48580/d3c8n.v82
title: A new species of Gymnophthalmus (Squamata: Gymnophthalmidae) from sand dunes of the Llanos of Apure, Venezuela
DOI: 10.48580/d3c8f.v79
title: Synonymy and descriptions in Cerambycinae (Coleoptera, Cerambycidae) from Costa Rica
DOI: 10.48580/d3c8h.v83
title: Keetia namoyae (Rubiaceae, Vanguerieae), a new species from eastern Democratic Republic of Congo
DOI: 10.48580/d3c8k.v83
title: A revision of the endemic Malagasy genus Beguea (Sapindaceae)
DOI: 10.48580/d3c88.v77
title: Disparrhopalites naasaveqw n. sp. from caves at Wupatki National Monument, Arizona, synonymy of Dietersminthurus Palacios-Vargas, Cuéllar & Vázquez, 1998 with Disparrhopalites Stach, 1956 and composition of Songhaicinae (Collembola: Sminthuridae)
DOI: 10.48580/d3c8c.v83
title: A new species of Rhabdops Boulenger, 1893 (Serpentes: Natricinae) from the northern Western Ghats region of India
DOI: 10.48580/d3c8d.v83
title: Description of the first new species of Leuctridae (Plecoptera) from Jiangsu Province of China
DOI: 10.48580/d3c86.v77
title: First record of ectoparasitic ciliates, of genus Trichodina (Ciliophora: Trichodinidae) parasiting cultured Oranda Gold Fish (Carassius auratus auratus L.) in India
DOI: 10.48580/d3c7z.v83
title: An annotated checklist of the Pericopina (Lepidoptera: Erebidae, Arctiinae, Arctiini)
DOI: 10.48580/d3c82.v82
title: Discovery and natural history of the mussel leech Batracobdella kasmiana (Oka, 1910) (Hirudinida: Glossiphoniidae) in Russia
DOI: 10.48580/d3c83.v85
title: A new species of Microlithosia Daniel, 1954 from India (Lepidoptera, Erebidae, Arctiinae)
DOI: 10.48580/d3c85.v87
title: A new species of Crenitulus Winters, 1926 (Coleoptera: Hydrophilidae: Chaetarthrinae: Anacaenini) from northern South America
DOI: 10.48580/d3c7r.v86
title: A taxonomic and morphological re-evaluation of “ Halitherium ” cristolii Fitzinger, 1842 (Mammalia, Sirenia) from the late Oligocene of Austria, with the description of a new genus
DOI: 10.48580/d3c7v.v77
title: A new species of Thysanoptyx Hampson, 1894 from India (Lepidoptera: Erebidae: Arctiinae)
DOI: 10.48580/d3c7w.v87
title: A new species of the genus Mongolotettix Rehn, 1928 from Inner Mongolia, China (Acrididae, Acridoidea, Orthoptera)
DOI: 10.48580/d3c7x.v77
title: Pterophoridae (Lepidoptera) fauna of the Republic of Tuva
DOI: 10.48580/d3c7n.v87
title: Neoclita pringlei (Scarabaeidae, Cetoniinae), a new relict genus and species from the Drakensberg Range of South Africa
DOI: 10.48580/d3c7q.v82
title: Molecular phylogenies support taxonomic revision of three species of Laurencia (Rhodomelaceae, Rhodophyta), with the description of a new genus
DOI: 10.48580/d3c7m.v78
title: Documenting tenebrionid diversity: progress on Blaps Fabricius (Coleoptera, Tenebrionidae, Tenebrioninae, Blaptini) systematics, with the description of Fve new species
DOI: 10.48580/d3c7p.v84
title: Phylogenetic analysis and systematics of the Acrapex unicolora Hampson species complex (Lepidoptera, Noctuidae, Noctuinae, Apameini), with the description of Fve new species from the Afrotropics
DOI: 10.15468/dl.jbkz4a
title: Occurrence Download

description: A dataset containing 1878855762 species occurrences available in GBIF matching the query:
{ }

 The dataset includes 1878855762 records from 20825 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0045371-180508205500799/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17547886
title: LA DETTE PUBLIQUE EXTERIEURE FAVORISE-T-ELLE LA CROISSANCE ECONOMIQUE DANS LA COMMUNAUTE ECONOMIQUE DES PAYS DES GRANDS LACS ?

description: L’objectif de cet article est d’analyser l’effet de la dette publique extérieure sur la croissance économique dans la CEPGL (Communauté Economique des Pays des Grands Lacs) de 1990 à 2020, soit 31 ans.  Les estimations ont porté sur un panel de 3 pays de la CEPGL en utilisant la méthode des MCG (Moindres Carrés Généralisés). Les résultats obtenus de la spécification quadratique montrent que la dette publique extérieure a un effet positif et significatif jusqu’à un certain seuil au-delà duquel son effet devient négatif. Ce seuil est de l’ordre de 2,99%, confirmant l’hypothèse de non linéarité de la relation entre la dette et la croissance économique. De ces résultats, il ressort que les Etats de la CEPGL doivent : veiller sur la soutenabilité de la dette publique, lutter contre la corruption et promouvoir une bonne qualité de la règlementation.
DOI: 10.5281/zenodo.17547887
title: LA DETTE PUBLIQUE EXTERIEURE FAVORISE-T-ELLE LA CROISSANCE ECONOMIQUE DANS LA COMMUNAUTE ECONOMIQUE DES PAYS DES GRANDS LACS ?

description: L’objectif de cet article est d’analyser l’effet de la dette publique extérieure sur la croissance économique dans la CEPGL (Communauté Economique des Pays des Grands Lacs) de 1990 à 2020, soit 31 ans.  Les estimations ont porté sur un panel de 3 pays de la CEPGL en utilisant la méthode des MCG (Moindres Carrés Généralisés). Les résultats obtenus de la spécification quadratique montrent que la dette publique extérieure a un effet positif et significatif jusqu’à un certain seuil au-delà duquel son effet devient négatif. Ce seuil est de l’ordre de 2,99%, confirmant l’hypothèse de non linéarité de la relation entre la dette et la croissance économique. De ces résultats, il ressort que les Etats de la CEPGL doivent : veiller sur la soutenabilité de la dette publique, lutter contre la corruption et promouvoir une bonne qualité de la règlementation.
DOI: 10.5281/zenodo.17547885
title: DATA FOR: Suspended sediment transport modulated by microbial activities
DOI: 10.5281/zenodo.17547884
title: DATA FOR: Suspended sediment transport modulated by microbial activities
DOI: 10.26180/28916777
title: Dataset (extracted and imputed data) for the manuscript 'Efficacy and Safety of Different Inhaler Types for Asthma and Chronic Obstructive Pulmonary Disease. A Systematic Review and Meta-Analysis'

description: Dataset showing the extracted and imputed data used for analysis within the research article 'Efficacy and Safety of Different Inhaler Types for Asthma and Chronic Obstructive Pulmonary Disease. A Systematic Review and Meta-Analysis'
DOI: 10.26180/28916777.v2
title: Dataset (extracted and imputed data) for the manuscript 'Efficacy and Safety of Different Inhaler Types for Asthma and Chronic Obstructive Pulmonary Disease. A Systematic Review and Meta-Analysis'

description: Dataset showing the extracted and imputed data used for analysis within the research article 'Efficacy and Safety of Different Inhaler Types for Asthma and Chronic Obstructive Pulmonary Disease. A Systematic Review and Meta-Analysis'
DOI: 10.26180/28916777.v1
title: Dataset (extracted and imputed data) for the manuscript 'Efficacy and Safety of Different Inhaler Types for Asthma and Chronic Obstructive Pulmonary Disease. A Systematic Review and Meta-Analysis'

description: Dataset showing the extracted and imputed data used for analysis within the research article 'Efficacy and Safety of Different Inhaler Types for Asthma and Chronic Obstructive Pulmonary Disease. A Systematic Review and Meta-Analysis'
DOI: 10.15468/dl.3wu29n
title: Occurrence Download

description: A dataset listing the 5 species recorded in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Registros de mamíferos del Valle de Aburrá asociados al estudio del análisis de la conectividad ecológica funcional y estructural en el Área Metropolitana del Valle de Aburrá",
 "Geometry POLYGON((-75.55438 6.33234,-75.47562 6.33234,-75.47562 6.38665,-75.55438 6.38665,-75.55438 6.33234))",
 "HasCoordinate is true"
 ]
}

 The dataset's 5 records were derived from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020776-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17547779
title: Data and code from: Expert-led priorities for a response diversity research agenda in ecology

description: This release contains the data and code used in the manuscript on the 2023 response diversity expert survey (Ross et al. 2025).

All code is anonymised by independently shuffling entries within columns and lightly editing free-text responses to remove any possibly identifying information from survey responses. As explained in the readme file, this data anonymisation is necessary to protect the privacy of survey respondents as mandated by our ethical approval, but as a result of anonymisation, some analyses will no longer perfectly reproduce the results recorded in the paper. Those results were based on rows being anonymised individuals, but to further obscure identities before analysis, rows were broken up.

We appreciate your understanding of the need for anonymity over complete reproducibility in this case.
DOI: 10.5281/zenodo.17547778
title: Data and code from: Expert-led priorities for a response diversity research agenda in ecology

description: This release contains the data and code used in the manuscript on the 2023 response diversity expert survey (Ross et al. 2025).

All code is anonymised by independently shuffling entries within columns and lightly editing free-text responses to remove any possibly identifying information from survey responses. As explained in the readme file, this data anonymisation is necessary to protect the privacy of survey respondents as mandated by our ethical approval, but as a result of anonymisation, some analyses will no longer perfectly reproduce the results recorded in the paper. Those results were based on rows being anonymised individuals, but to further obscure identities before analysis, rows were broken up.

We appreciate your understanding of the need for anonymity over complete reproducibility in this case.
DOI: 10.5281/zenodo.17547638
title: Underwater images collected by a Kite surf in Le-Morne-Manawa-Sylvain, Mauritius - 2018-07-07

description: This dataset was collected by a Kite surf in Le-Morne-Manawa-Sylvain, Mauritius - 2018-07-07. 

            Underwater or aerial images collected by scientists or citizens can have a wide variety of use for science, management, or conservation.
            These images can be annotated and shared to train IA models which can in turn predict the objects on the images.
            We provide a set of tools (hardware and software) to collect marine data, predict species or habitat, and provide maps.

            This dataset is part of larger collection referencing numerous underwater and aerial images Seatizen Altas. 
            Methods, tools and scientific objectives are also described in a dedicated data paper.

            

            
 Generic folder structure 
            
            YYYYMMDD_COUNTRYCODE-optionalplace_device_session-number 
            ├── DCIM :  folder to store videos and photos depending on the media collected. 
            ├── GPS :  folder to store any positioning related file. If any kind of correction is possible on files (e.g. Post-Processed Kinematic thanks to rinex data) then the distinction between device data and base data is made. If, on the other hand, only device position data are present and the files cannot be corrected by post-processing techniques (e.g. gpx files), then the distinction between base and device is not made and the files are placed directly at the root of the GPS folder. 
            │   ├── BASE :  files coming from rtk station or any static positioning instrument. 
            │   └── DEVICE : files coming from the device. 
            ├── METADATA : folder with general information files about the session. 
            ├── PROCESSED_DATA : contain all the folders needed to store the results of the data processing of the current session. 
            │   ├── BATHY :  output folder for bathymetry raw data extracted from mission logs. 
            │   ├── FRAMES :  output folder for georeferenced frames extracted from DCIM videos. 
            │   ├── IA :  destination folder for image recognition predictions. 
            │   └── PHOTOGRAMMETRY :  destination folder for reconstructed models in photogrammetry. 
            └── SENSORS : folder to store files coming from other sources (bathymetry data from the echosounder, log file from the autopilot,  mission plan etc.).       
            

            
 Software 
            All the raw data was processed using our worflow. All predictions were generated by our inference pipeline. You can find all the necessary scripts to download this data in this repository. Enjoy your data with SeatizenDOI!
DOI: 10.5281/zenodo.17547844
title: Prediction and Analysis of Detergent Product Effectiveness Using Machine Learning

description: This dataset contains standardized and outlier-free formulation and performance data used for machine learning model development in the study “Prediction and Analysis of Detergent Product Effectiveness Using Machine Learning.”

All variables have been normalized using the Z-score method and anonymized to remove proprietary details from PT XYZ. The dataset represents the derived data used to train Random Forest, Artificial Neural Network (ANN), and Support Vector Regression (SVR) models.

Raw industrial data from PT XYZ are not included due to confidentiality restrictions. Data preparation followed BINUS University’s Open Data and Research Integrity Guidelines (2024).
DOI: 10.5281/zenodo.17547845
title: Prediction and Analysis of Detergent Product Effectiveness Using Machine Learning

description: This dataset contains standardized and outlier-free formulation and performance data used for machine learning model development in the study “Prediction and Analysis of Detergent Product Effectiveness Using Machine Learning.”

All variables have been normalized using the Z-score method and anonymized to remove proprietary details from PT XYZ. The dataset represents the derived data used to train Random Forest, Artificial Neural Network (ANN), and Support Vector Regression (SVR) models.

Raw industrial data from PT XYZ are not included due to confidentiality restrictions. Data preparation followed BINUS University’s Open Data and Research Integrity Guidelines (2024).