cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.7910/dvn/vrlh8p
title: Gender-disaggregated constraints to the adoption and yield impact of RiceAdvice Lite in Nigeria

description: This dataset aims to assess farmers’ access to digital tool, and adoption constraints/opportunities for RiceAdvice Lite — a digital advisory tool for rice production. The survey enables evaluation of farmer decision-making, gender dynamics, digital inclusion, and performance outcomes with and without the tool.
DOI: 10.21227/j4b5-j324
title: "RMHS DATASET"

description: "The data acquisition system developed using LabVIEW, captures the hydraulic status of the road machinery through eight pressure sensors, four temperature sensors, and four flow sensors."
DOI: 10.15468/975ski
title: Tetraonid line transect surveys from Norway: Data from Fjellstyrene

description: The dataset originates from a line transect survey program on the land managed by Fjellstyrene (Mountain boards) carried out from 2000- and onward. The surveys are part of a national program - Hønsefuglportalen (http://honsefugl.nina.no), operated in close collaboration among NINA (www.nina.no), Nord University (www.nord.no), Inland Norway University of Applied Sciences (www.inn.no) as well as landowners responsible for grouse management on their properties (state-owned land on Finnmarkseiendommen (FeFo), Statskog, and Fjellstyrene, as well as several private landowners).

In general, NINA offers common e-infrastructure for data entry, data curation, management of users and communication from the project (http://honsefugl.nina.no). NINA together with the involved universities are offering advice regarding sampling design, and has developed a standard field protocol used by all participating stakeholders. The specific part of the program carried out on the land managed by Fjellstyrene is operated in collaboration between the Inland Norway University of Applied Sciences and each manager in Fjellstyrene, with clear and distinct allocation of tasks and responsibilities between the parties. Managers are responsible for conducting field work, as well as final decisions regarding allocation of transect lines among study areas.

Surveys are carried out mainly by volunteer personnel instructed to follow standardized field protocols. Field work is carried out annually in August, with a team of two persons following pre-defined transect lines, using trained pointing dogs to search both sides of the transect line. When birds are observed, species, cluster size (separated into age- and sex classes), perpendicular distances from the transect line to the observed cluster of birds, GPS coordinates of the clusters and time of day are recorded. In addition, length (and geographical position) of the transect line is recorded, as well as some other auxiliary data.
DOI: 10.15468/ewn67k
title: CardObs : Observations naturalistes issues de l'outil CardObs-Observations mammifères marins

description: Observations opportunistes annuelles des cétacés à Saint Pierre et Miquelon
DOI: 10.15468/dl.6m5tje
title: Occurrence Download

description: A dataset containing 3403 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Polystemma"
 ]
}

 The dataset includes 3403 records from 120 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006564-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17474898
title: Daten der Notaufnahmesurveillance

description: Der Datensatz "Daten der Notaufnahmesurveillance" wird durch das Robert Koch-Institut und das AKTIN-Notaufnahmeregister bei Krankenhausaufnahmen bereitgestellt. Der Datensatz beinhaltet aggregierte Routinedaten aus deutschen Notaufnahmen zur syndromischen Überwachung von akuten Erkrankungen. Dazu zählen grippeähnliche Erkrankungen (ILI), Coronavirus-Erkrankungen (COVID-19), akute respiratorische Erkrankungen (ARE), gastrointestinale Infektionen (GI) und schwere akute respiratorische Infektionen (SARI). Dabei wird der relative Anteil dieser Erkrankungen an der Gesamtzahl der Notaufnahmevorstellungen sowie die berechneten Erwartungswerte und Prädiktionsintervalle ausgewiesen. Die Daten sind nach Notaufnahmetypen und Altersgruppen aggregiert. Damit bietet der Datensatz eine wertvolle Ressource für die Forschung im Bereich der Notfallmedizin und der Überwachung akuter Gesundheitsereignisse in Deutschland.
DOI: 10.7910/dvn/bbkjh0
title: On-farm validation of RiceAdvice in West Africa

description: This dataset provides a detailed, plot-level record of rice agronomic practices collected through the validation trial of the RiceAdvice Lite decision-support tool across diverse countries. It captures the full production cycle from field preparation to harvest, including land clearing, tillage intensity, planting density, crop establishment method, and exact sowing and transplanting dates. The dataset comprehensively documents fertilizer management practices such as the type of NPK fertilizer applied, application rates of nitrogen (N), phosphorus (P₂O₅), and potassium (K₂O), and total fertilizer investment cost per hectare alongside crop performance indicators including grain yield at 14% moisture content and nutrient-use efficiency metrics (NUE, PUE, KUE). It also includes spatially referenced production system information (latitude, longitude), variety used, and experimental treatments. Finally, the dataset quantifies economic data such as gross revenue and return on fertilizer investment, enabling rigorous evaluation of profitability and agronomic effectiveness.
DOI: 10.15468/z2mkxk
title: New Zealand Garden Bird Survey 2020

description: This is the data from the 2020 New Zealand Garden Bird Survey (NZGBS), a citizen science project where participants count the maximum number of birds seen or heard in a survey area of their choice for one hour. The survey has been held annually since 2007 and runs for 9 days in late June/early July.
Note: this dataset contains additional variables using the measurement or fact extension (details about feeding birds (whether the observer feeds birds, the type of food fed, whether birds were fed in the survey area, whether birds were fed during the survey), whether there is a bird bath in the survey area, vegetation present in the survey area). These variables are visible when you view the details of a record. If you wish to use these variables you may need to download this dataset directly from our IPT installation.
DOI: 10.15468/dl.perhkq
title: Occurrence Download

description: A dataset containing 5458 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Coeligena bonapartei"
 ]
}

 The dataset includes 5458 records from 88 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006565-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/4duxs9
title: Données de la quête INPN Espèces : À la recherche de la Sensitive

description: La Sensitive ou Mimosa pudique (<i>Mimosa pudica</i> L. ; famille des Fabacées, sous-famille des Mimosoïdées) est une espèce rampant sur le sol, sur les terres nues et les zones de pelouses, assez fréquente dans toutes les régions d’outremer à climat tropical. Ses feuilles sont composées de folioles elliptiques, découpées en fines foliolules étroites et allongées. C’est sur ces foliolules que l’on peut voir la caractéristique essentielle de cette espèce : la thigmonastie (ou séismonastie). Lorsque l’on touche les feuilles, les foliolules se referment sur elles-mêmes. Il s’agit d’un phénomène pour contrer l’attaque des herbivores. Les fleurs sont de couleur rosée et regroupées en têtes terminales. Les tiges possèdent de petits aiguillons, comme chez les rosiers. <br>

<br>

Il n’existe aucun risque de confusion entre la Sensitive et une autre espèce, à partir du moment où l’on constate la thigmonastie des feuilles. <br>

<br>

Rappel : l’application INPN-Espèces n’accepte que les observations d’individus sauvages. Il est inutile de nous envoyer une photo de Sensitive plantée dans un jardin. Toute observation qui nous paraîtra être celle d’un spécimen cultivé ne sera pas prise en compte.
DOI: 10.15468/dl.seksfg
title: Occurrence Download

description: A dataset containing 231 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Brazil",
 "OccurrenceStatus is Present",
 "TaxonKey is Senegalia giganticarpa"
 ]
}

 The dataset includes 231 records from 43 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006566-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17471035
title: Linear system datasets for hypredrive

description: hypredrive datasets

This work hosts small datasets used by hypredrive examples and tests. All matrices and vectors are provided in HYPRE IJ format using a consistent naming convention:- Matrix prefix: `IJ.out.A`- RHS prefix: `IJ.out.b`- Partitioned runs store per-rank parts in subdirectories like `np4/`, with file suffixes `.00000[.bin]`, `.00001[.bin]`, etc.- Single-rank ASCII uses files without `.bin`; multi-rank (and some single-rank cases) use binary `.bin`.

Datasets

- ps3d10pt7: 3D Laplacian (scalar) with the standard 7‑point finite difference stencil- compflow6k: compositional multiphase flow problem simulated in GEOS.- poromech2k: sequence of linear systems for a multiphase poromechanics simulation in GEOS.

Notes

- Binary IJ files encode indices and values with widths recorded in the file header; hypredrive detects these automatically.- For provenance of third‑party inputs, see the dataset‑specific READMEs.
DOI: 10.5281/zenodo.17471036
title: Linear system datasets for hypredrive

description: hypredrive datasets

This work hosts small datasets used by hypredrive examples and tests. All matrices and vectors are provided in HYPRE IJ format using a consistent naming convention:- Matrix prefix: `IJ.out.A`- RHS prefix: `IJ.out.b`- Partitioned runs store per-rank parts in subdirectories like `np4/`, with file suffixes `.00000[.bin]`, `.00001[.bin]`, etc.- Single-rank ASCII uses files without `.bin`; multi-rank (and some single-rank cases) use binary `.bin`.

Datasets

- ps3d10pt7: 3D Laplacian (scalar) with the standard 7‑point finite difference stencil- compflow6k: compositional multiphase flow problem simulated in GEOS.- poromech2k: sequence of linear systems for a multiphase poromechanics simulation in GEOS.

Notes

- Binary IJ files encode indices and values with widths recorded in the file header; hypredrive detects these automatically.- For provenance of third‑party inputs, see the dataset‑specific READMEs.
DOI: 10.15468/dl.pdxkh7
title: Occurrence Download

description: A dataset containing 11 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Smenospongia dokdoensis"
 ]
}

 The dataset includes 11 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006567-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/3ddmkv
title: Suivis naturalistes sur la Réserve-Suivi de l'avifaune de la Réserve

description: Données hors protocole collectées par les agents et les bénévoles de la Réserve de manière opportuniste tout au long de l'année.
DOI: 10.15468/prnmrh
title: Acquisition de données malacologiques-Données malacologiques opportunistes de la Société Limousine d'Etude des Mollusques

description: Données issues d'inventaires bénévoles des adhérents de la SLEM dans le cadre de l'amélioration de connaissances de la répartition des mollusques.
DOI: 10.15468/dl.qt749z
title: Occurrence Download

description: A dataset containing 291 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-70.8883 42.52178,-70.88748 42.52025,-70.88659 42.52035,-70.88404 42.51652,-70.88349 42.51664,-70.88618 42.52042,-70.88561 42.52079,-70.88668 42.52236,-70.8883 42.52178))",
 "HasGeospatialIssue is false",
 "Month is one of (October, November)",
 "OccurrenceStatus is Present",
 "TaxonKey is Laridae"
 ]
}

 The dataset includes 291 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006568-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/y379s4
title: CLICNAT- Base de données naturaliste picarde-Données terrain de l'Association des Entomologistes Picards

description: Données récoltés sur le terrain par les bénévoles de l'Association des Entomologistes Picards
DOI: 10.15468/7uskn3
title: CardObs : Observations naturalistes issues de l'outil CardObs-ABC de Semeac

description: Observations naturalistes sur la commue de Séméac (65) permettant d'alimenter l'Atlas communal de la biodiversité
DOI: 10.6084/m9.figshare.30479246
title: <b>Barriers and motivators to pediatrics contact lens fitting</b>

description: <b>Source</b>The dataset comprises responses from 148 licensed eye-care practitioners across 38 optometry and ophthalmology clinics in Kenya. It originates from a structured, validated questionnaire capturing practitioner demographics, clinical experience, practice setting, prescribing behavior, and perceptions regarding pediatric contact-lens use for myopia management. Quantitative variables include years in practice, qualification level, clinic type and minimum patient age for contact-lens fitting; categorical Likert-scale responses record attitudes, barriers and enablers to pediatric lens prescribing. Additional supporting data from clinical records provide refractive status and optical product-dispensing information. Data cleaning and coding occurred in Excel; descriptive and inferential analyses were conducted in SPSS v25 and regularized regression with bootstrapping in R v4.4.2. These data provide a comprehensive view of practitioner-, institution- and system-level determinants of pediatric contact-lens uptake in Kenya’s eye-care ecosystem.<b>Ethics and Consent</b>The study protocol was approved by the Institutional Ethics Review Committee of Masinde Muliro University of Science and Technology (approval MMUST/IERC/029/2021) and the Kenyan National Commission for Science, Technology and Innovation (permit NACOSTI/P/21/14780). Written informed consent (and/or assent) was obtained from all participants prior to participation.
DOI: 10.6084/m9.figshare.30479246.v1
title: <b>Barriers and motivators to pediatrics contact lens fitting</b>

description: <b>Source</b>The dataset comprises responses from 148 licensed eye-care practitioners across 38 optometry and ophthalmology clinics in Kenya. It originates from a structured, validated questionnaire capturing practitioner demographics, clinical experience, practice setting, prescribing behavior, and perceptions regarding pediatric contact-lens use for myopia management. Quantitative variables include years in practice, qualification level, clinic type and minimum patient age for contact-lens fitting; categorical Likert-scale responses record attitudes, barriers and enablers to pediatric lens prescribing. Additional supporting data from clinical records provide refractive status and optical product-dispensing information. Data cleaning and coding occurred in Excel; descriptive and inferential analyses were conducted in SPSS v25 and regularized regression with bootstrapping in R v4.4.2. These data provide a comprehensive view of practitioner-, institution- and system-level determinants of pediatric contact-lens uptake in Kenya’s eye-care ecosystem.<b>Ethics and Consent</b>The study protocol was approved by the Institutional Ethics Review Committee of Masinde Muliro University of Science and Technology (approval MMUST/IERC/029/2021) and the Kenyan National Commission for Science, Technology and Innovation (permit NACOSTI/P/21/14780). Written informed consent (and/or assent) was obtained from all participants prior to participation.
DOI: 10.6084/m9.figshare.30479246.v2
title: <b>Barriers and motivators to pediatrics contact lens fitting</b>

description: <b>Source</b>The dataset comprises responses from 148 licensed eye-care practitioners across 38 optometry and ophthalmology clinics in Kenya. It originates from a structured, validated questionnaire capturing practitioner demographics, clinical experience, practice setting, prescribing behavior, and perceptions regarding pediatric contact-lens use for myopia management. Quantitative variables include years in practice, qualification level, clinic type and minimum patient age for contact-lens fitting; categorical Likert-scale responses record attitudes, barriers and enablers to pediatric lens prescribing. Additional supporting data from clinical records provide refractive status and optical product-dispensing information. Data cleaning and coding occurred in Excel; descriptive and inferential analyses were conducted in SPSS v25 and regularized regression with bootstrapping in R v4.4.2. These data provide a comprehensive view of practitioner-, institution- and system-level determinants of pediatric contact-lens uptake in Kenya’s eye-care ecosystem.<b>Ethics and Consent</b>The study protocol was approved by the Institutional Ethics Review Committee of Masinde Muliro University of Science and Technology (approval MMUST/IERC/029/2021) and the Kenyan National Commission for Science, Technology and Innovation (permit NACOSTI/P/21/14780). Written informed consent (and/or assent) was obtained from all participants prior to participation.
DOI: 10.15468/dl.5segwg
title: Occurrence Download

description: A dataset containing 112 species occurrences available in GBIF matching the query:
{
 "and" : [
 "PublishingOrg is c361e830-181e-11da-9544-b8a03c50a862",
 "TaxonKey is Rhegmatorhina"
 ]
}

 The dataset includes 112 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006570-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17250206
title: Interactions between a spider mite and a virus revealed via effects on their host plant
DOI: 10.5281/zenodo.17250207
title: Interactions between a spider mite and a virus revealed via effects on their host plant
DOI: 10.15468/dl.5h2b2z
title: Occurrence Download

description: A dataset containing 24944875 records in GBIF matching the query:
SELECT
 kingdom,
 kingdomkey,
 phylum,
 phylumkey,
 class,
 classkey,
 "order",
 orderkey,
 family,
 familykey,
 genus,
 genuskey,
 species,
 specieskey,
 "year",
 IF(ISNULL(kingdomkey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY kingdomkey, "year")) kingdomcount,
 IF(ISNULL(phylumkey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY phylumkey, "year")) phylumcount,
 IF(ISNULL(classkey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY classkey, "year")) classcount,
 IF(ISNULL(orderkey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY orderkey, "year")) ordercount,
 IF(ISNULL(familykey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY familykey, "year")) familycount,
 IF(ISNULL(genuskey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY genuskey, "year")) genuscount,
 COUNT(*) occurrences,
 MIN(GBIF_TEMPORALUNCERTAINTY(eventdate, eventtime)) mintemporaluncertainty,
 MIN(COALESCE(coordinateuncertaintyinmeters, 1000)) mincoordinateuncertaintyinmeters
FROM
 occurrence
WHERE
 occurrence.occurrencestatus = 'PRESENT'
 AND occurrence.hasgeospatialissues = FALSE
 AND NOT GBIF_STRINGARRAYCONTAINS(occurrence.issue, 'TAXON_MATCH_FUZZY', TRUE)
 AND (occurrence.distancefromcentroidinmeters &gt;= 2000.0 OR occurrence.distancefromcentroidinmeters IS NULL)
 AND (occurrence.specieskey IS NOT NULL AND occurrence."year" IS NOT NULL)
GROUP BY
 occurrence.kingdom,
 occurrence.kingdomkey,
 occurrence.phylum,
 occurrence.phylumkey,
 occurrence.class,
 occurrence.classkey,
 occurrence."order",
 occurrence.orderkey,
 occurrence.family,
 occurrence.familykey,
 occurrence.genus,
 occurrence.genuskey,
 occurrence.species,
 occurrence.specieskey,
 occurrence."year"

 The dataset's 24944875 records were derived from 62352 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006539-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/inscriptifact-ouc112031330
title: Cuneiform Tablet 1913.14.1529, Spurlock 1913.14.1529

description: [Text Description:] Document concerning silver ❧ [Text or Publication Number Note:] Spurlock 1913.14.1529; CDLI P421381 ❧ [Medium:] Clay ❧ [Script Note:] Non-Alphabetic Cuneiform ❧ [Physical Object Description:] Yellowish Gray (10YR 8/2) -light body color Light Brown (5YR 5/6) -orangish discoloration Medium Gray (N 5.25/ 22.1% R) -dark discoloration ❧ [Physical Object Note:] 4.1 x 3.3 x 1.7 cm (26 g)
DOI: 10.15468/dl.hktmha
title: Occurrence Download

description: A dataset containing 1678 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Aiolochroia crassa (Hyatt, 1875)"
 ]
}

 The dataset includes 1678 records from 43 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001667-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.w99fyy
title: Occurrence Download

description: A dataset containing 5128 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Thesium bavarum Schrank",
 "HasCoordinate is true"
 ]
}

 The dataset includes 5128 records from 67 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0057945-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.r7ncsb
title: Occurrence Download

description: A dataset containing 134 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pieris brassicae (Linnaeus, 1758)",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 134 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0188058-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.37edy3
title: Occurrence Download

description: A dataset containing 287270 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Colombia",
 "Geometry POLYGON((-76.48329 7.72332,-74.80306 7.72332,-74.80306 9.10049,-76.48329 9.10049,-76.48329 7.72332))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 287270 records from 258 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0254902-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/inscriptifact-ouc112031331
title: Cuneiform Tablet 1913.14.1529, Spurlock 1913.14.1529

description: [Text Description:] Document concerning silver ❧ [Text or Publication Number Note:] Spurlock 1913.14.1529; CDLI P421381 ❧ [Medium:] Clay ❧ [Script Note:] Non-Alphabetic Cuneiform ❧ [Physical Object Description:] Yellowish Gray (10YR 8/2) -light body color Light Brown (5YR 5/6) -orangish discoloration Medium Gray (N 5.25/ 22.1% R) -dark discoloration ❧ [Physical Object Note:] 4.1 x 3.3 x 1.7 cm (26 g)