cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.18271052
title: Long-Term Event-Based Rainfall Partitioning Dataset from an Atlantic Forest Catchment, Brazil (2012-2023)

description: This dataset contains long-term, event-based measurements of rainfall partitioning in a seasonal Atlantic Forest catchment located in southeastern Brazil. The data were collected to quantify rainfall interception, effective precipitation, and their spatiotemporal variability under natural forest conditions.

The dataset covers a continuous monitoring period from September 2012 to February 2023 and includes 744 rainfall events measured across 32 spatially distributed monitoring points. Observations were obtained within a secondary montane Atlantic Forest remnant, characterized by heterogeneous canopy structure and pronounced seasonal rainfall regimes.

Dataset contents

The repository includes the following data files:





Gross (external) precipitation measured using a tipping-bucket rain gauge installed in an open area.




Throughfall measurements collected at 32 under-canopy points using funnel-type collectors.




Stemflow measurements obtained from instrumented trees representative of each monitoring point.




Georeferenced coordinates of all monitoring points, enabling spatial analyses of interception heterogeneity.



Rainfall events were defined as precipitation periods separated by at least 12 consecutive hours without rainfall. All events with measurable precipitation were included to ensure full representation of rainfall conditions, from small convective storms to extreme events.

Data processing and quality control

Quality control procedures included:





Physical constraints on effective precipitation coefficients,




Event-based consistency checks,




Outlier detection using an Isolation Forest algorithm stratified by monitoring point and calendar month.



After quality control, 21,057 valid event–point observations were retained.

Potential applications

This dataset is suitable for:





Ecohydrological and hydrological process studies,




Event-scale analysis of rainfall interception and effective precipitation,




Development and validation of empirical, physically based, and machine-learning models,




Studies on spatial heterogeneity and temporal nonstationarity of forest hydrological processes,




Model benchmarking and reproducibility in tropical forest environments.



Data usage notes

The data are provided at the event scale and are intended for scientific and educational use. Users are encouraged to cite the associated Zenodo record and the corresponding scientific publication when using the dataset.
DOI: 10.5281/zenodo.12664332
title: Search Strategies for Teledermatology for triage of primary care referrals: a health technology assessment

description: The dataset includes the complete, reproducible search strategies for all bibliographic databases searched during this project. The search strategies were designed to answer the following research question: What is the clinical efficacy, effectiveness and safety of teledermatology fortriage from primary care referrals compared to traditional face-to-face dermatology consultations?
DOI: 10.15468/dl.7xfrbk
title: Occurrence Download

description: A dataset containing 54662 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cyprinella lutrensis",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 54662 records from 61 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015022-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.adebhh
title: Occurrence Download

description: A dataset containing 6316 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Potentilla chinensis"
 ]
}

 The dataset includes 6316 records from 185 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015073-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18271355
title: Search Strategies for Teledermatology for triage of primary care referrals: a health technology assessment

description: The dataset includes the complete, reproducible search strategies for all bibliographic databases searched during this project. The search strategies were designed to answer the following research question: What is the clinical efficacy, effectiveness and safety of teledermatology fortriage from primary care referrals compared to traditional face-to-face dermatology consultations?
DOI: 10.15468/dl.jpk77w
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Python regius",
 "Country is Argentina",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015076-260108223611665/datasets/export for details.
DOI: 10.15468/dl.z5pw52
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Python regius",
 "Country is Colombia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015077-260108223611665/datasets/export for details.
DOI: 10.15468/dl.86rfff
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Python regius",
 "Country is Ecuador",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015078-260108223611665/datasets/export for details.
DOI: 10.15468/q9nx78
title: Phylogeny and biogeography of the Hemiphyllodactylus harterti group (Squamata: Gekkonidae), with description of two new species from the sky-islands of Peninsular Malaysia

description: This dataset contains the digitized treatments in Plazi based on the original journal article Hong, Zijia, Anuar, M. S. Shahrul, Grismer, L. Lee, Quah, Evan S. H. (2026): Phylogeny and biogeography of the Hemiphyllodactylus harterti group (Squamata: Gekkonidae), with description of two new species from the sky-islands of Peninsular Malaysia. Vertebrate Zoology 76: 1-32, DOI: 10.3897/vz.76.e154822AbstractPhylogenetic analyses of newly discovered populations of Hemiphyllodactylus from sky-islands across Peninsular Malaysia using the mitochondrial gene ND 2, recovered two new upland species embedded within the harterti group. Hemiphyllodactylus puncak sp. nov. from Langkawi Island and H. jeraiensis sp. nov. from Gunung Jerai are sister species with an uncorrected pairwise sequence divergence of 3.6 % between them. Together, they formed the sister lineage to H. cicak from Penang Hill, with an uncorrected pairwise sequence divergence of 3.9–4.8 % and 4.5–5.7 %, respectively. Given that these three populations occur on mountain tops isolated by lowland habitat and the Straits of Malacca, gene flow between them is highly unlikely, and there are unique combinations of characters that differentiate them from one another, as well as from all other species of the harterti group. The time-calibrated BEAST phylogeny shows that the harterti group diversified across the uplands of Peninsular Malaysia in the Oligocene and Pleistocene, which is consistent with climatic fluctuations during this period. During the Middle Oligocene, the ancestral population of the harterti group diverged into two distinct populations, one in the Banjaran Titiwangsa and another in the Banjaran Timur. These two populations then radiated independently across Peninsular Malaysia, giving rise to at least nine additional species within the harterti group.
DOI: 10.34740/kaggle/dsv/14520791
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.15468/dl.e54rcq
title: Occurrence Download

description: A dataset containing 63372 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Liriodendron tulipifera",
 "BasisOfRecord is one of (Human Observation)"
 ]
}

 The dataset includes 63372 records from 187 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015011-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xef66u
title: Occurrence Download

description: A dataset containing 679 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Aporrectodea rosea",
 "Country is Canada",
 "HasCoordinate is true"
 ]
}

 The dataset includes 679 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015079-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4m3sk8
title: Occurrence Download

description: A dataset containing 3198 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Aquilegia atrata, Aquilegia vulgaris, Aquilegia vulgaris, Aquilegia vulgaris, Aquilegia vulgaris, Aquilegia atroviolacea, Aquilegia atroviolacea)",
 "Geometry POLYGON ((8.643 46.99, 14.1 46.92, 14.43 50.75, 8.534 50.83, 8.643 46.99))",
 "Year is greater than or equal to 2010",
 "OccurrenceStatus is Present",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "CoordinateUncertaintyInMeters is less than or equal to 50",
 "BasisOfRecord is one of (Observation, Human Observation, Machine Observation, Material sample)"
 ]
}

 The dataset includes 3198 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015082-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cvyss8
title: Occurrence Download

description: A dataset containing 39 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-73.80872 45.66048,-74.11934 45.57019,-74.11421 45.32292,-73.88336 45.23161,-73.59019 45.2706,-73.35215 45.45323,-73.34702 45.74256,-73.55222 45.76718,-73.80872 45.66048))",
 "OccurrenceStatus is Absent"
 ]
}

 The dataset includes 39 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015083-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wubz76
title: Occurrence Download

description: A dataset containing 1273 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Aporrectodea rosea",
 "Country is Germany",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1273 records from 36 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015080-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vx8wb4
title: Occurrence Download

description: A dataset containing 9095 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Cardellina versicolor"
 ]
}

 The dataset includes 9095 records from 50 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015081-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qd8zvp
title: Occurrence Download

description: A dataset containing 2527 species occurrences available in GBIF matching the query:
{
 "and" : [
 "MediaType is Image",
 "TaxonKey is Pecten maximus"
 ]
}

 The dataset includes 2527 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015084-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.z73zsq
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Python regius",
 "Country is Mexico",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015085-260108223611665/datasets/export for details.
DOI: 10.6073/pasta/6f9887db8ca9062e7485868884c687a6
title: Time series of carbon dioxide and methane fluxes measured with eddy covariance for Falling Creek Reservoir in southwestern Virginia, USA during 2020-2025

description: We measured carbon dioxide and methane flux exchange with the atmosphere at the deepest site of Falling Creek Reservoir (Vinton, Virginia, USA) every 30 minutes from 04 April 2020 to 31 December 2025. Falling Creek Reservoir is a drinking water supply reservoir owned and managed by the Western Virginia Water Authority (WVWA) as a primary drinking water source. The dataset consists of micrometeorological and flux data collected using an eddy covariance system (LiCor Biosciences, Lincoln, Nebraska, USA) and analyzed with associated Eddy Pro software (Eddy Pro Version 7.0.6), including carbon dioxide, methane, and water vapor. All analysis scripts are included for data processing and quality assurance/quality control following best practices.
DOI: 10.15468/dl.tp3txg
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Python regius",
 "Country is Poland",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015086-260108223611665/datasets/export for details.
DOI: 10.15468/dl.p934xy
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Python regius",
 "Country is South Africa",
 "HasCoordinate is true"
 ]
}

 The dataset includes 5 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015087-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5nzeze
title: Occurrence Download

description: A dataset containing 74 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Potentilla longifolia"
 ]
}

 The dataset includes 74 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015089-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18271398
title: Search Strategies for extending BowelScreen to those aged 50 to 54 years: clinical effectiveness and harms

description: The dataset includes the complete, reproducible search strategies for all bibliographic databases searched during this project. The search strategies were designed to answer the following research question: 

What is the clinical effectiveness of colorectal cancer screening with a starting age of 50 compared to a starting age of 55?
DOI: 10.5281/zenodo.13321274
title: Search Strategies for extending BowelScreen to those aged 50 to 54 years: clinical effectiveness and harms

description: The dataset includes the complete, reproducible search strategies for all bibliographic databases searched during this project. The search strategies were designed to answer the following research question: 

What is the clinical effectiveness of colorectal cancer screening with a starting age of 50 compared to a starting age of 55?
DOI: 10.15468/dl.cauz78
title: Occurrence Download

description: A dataset containing 359 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Records of Carnivora within the territory of Chornobyl Exclusion Zone, Ukraine, during 2012-2023"
 ]
}

 The dataset includes 359 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015090-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yxrxdu
title: Occurrence Download

description: A dataset containing 795 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Arabidopsis arenosa, Arabis arenosa, Arabis arenosa, Cardaminopsis arenosa)",
 "Geometry POLYGON ((8.643 46.99, 14.1 46.92, 14.43 50.75, 8.534 50.83, 8.643 46.99))",
 "Year is greater than or equal to 2010",
 "OccurrenceStatus is Present",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "CoordinateUncertaintyInMeters is less than or equal to 50",
 "BasisOfRecord is one of (Observation, Human Observation, Machine Observation, Material sample)"
 ]
}

 The dataset includes 795 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015091-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18208428
title: Notas de leitura do processo "Proyecto de Colegio Santo Ángel en Palencia [1946-1948]"

description: Notas de leitura do processo “Proyecto de Colegio Santo Ángel en Palencia [1946-1948]” existente no Archivo Municipal de Palencia, em Palencia.

Registo efetuado em janeiro de 2025 no âmbito do projeto de investigação ReARQ.IB – Built Environment Knowledge for Resilient, Sustainable Communities: Understanding Everyday Modern Architecture and Urban Design in the Iberian Peninsula (1939-1985) (ERC GA949686) e publicado online em https://arquitecturaaqui.eu/es/documentacion/expedientes/56717/proyecto-de-colegio-santo-angel-en-palencia-1946-1948. 

Dados exportados da plataforma Arquitectura Aqui (https://arquitecturaaqui.eu), repositório do referido projeto, em janeiro de 2026.
DOI: 10.5281/zenodo.18208429
title: Notas de leitura do processo "Proyecto de Colegio Santo Ángel en Palencia [1946-1948]"

description: Notas de leitura do processo “Proyecto de Colegio Santo Ángel en Palencia [1946-1948]” existente no Archivo Municipal de Palencia, em Palencia.

Registo efetuado em janeiro de 2025 no âmbito do projeto de investigação ReARQ.IB – Built Environment Knowledge for Resilient, Sustainable Communities: Understanding Everyday Modern Architecture and Urban Design in the Iberian Peninsula (1939-1985) (ERC GA949686) e publicado online em https://arquitecturaaqui.eu/es/documentacion/expedientes/56717/proyecto-de-colegio-santo-angel-en-palencia-1946-1948. 

Dados exportados da plataforma Arquitectura Aqui (https://arquitecturaaqui.eu), repositório do referido projeto, em janeiro de 2026.
DOI: 10.15468/dl.c8u6pc
title: Occurrence Download

description: A dataset containing 22779 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cyprinella venusta",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 22779 records from 47 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015088-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zn8emx
title: Occurrence Download

description: A dataset containing 1456 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Arion subfuscus",
 "Country is Canada",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1456 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015093-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18271389
title: КОМПЕТЕНТНОСТНЫЙ ПОДХОД К ОРГАНИЗАЦИИ ОБРАЗОВАТЕЛЬНОГО ПРОЦЕССА СТУДЕНТОВ В СИСТЕМЕ ИНТЕГРАЦИИ

description: В статье рассматривается о материальной коммуникации , чтодревнейший способ обмена информацией через природные и искусственные объекты. Анализируется природные объекты и живые существа содержат информацию об их образе жизни и особенностях.
DOI: 10.5281/zenodo.18271388
title: КОМПЕТЕНТНОСТНЫЙ ПОДХОД К ОРГАНИЗАЦИИ ОБРАЗОВАТЕЛЬНОГО ПРОЦЕССА СТУДЕНТОВ В СИСТЕМЕ ИНТЕГРАЦИИ

description: В статье рассматривается о материальной коммуникации , чтодревнейший способ обмена информацией через природные и искусственные объекты. Анализируется природные объекты и живые существа содержат информацию об их образе жизни и особенностях.
DOI: 10.15468/dl.rx9c6s
title: Occurrence Download

description: A dataset containing 142 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Python regius",
 "Country is United States of America",
 "HasCoordinate is true"
 ]
}

 The dataset includes 142 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015095-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.c7raxm
title: Occurrence Download

description: A dataset containing 1614 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Arion subfuscus",
 "Country is United States of America",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1614 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015094-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.y4473p
title: Occurrence Download

description: A dataset containing 436 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Potentilla reptans sericophylla"
 ]
}

 The dataset includes 436 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015098-260108223611665/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.31079395
title: SSI Estimation

description: The dataset used in this study was collected from the well-known sources such as laboratory investigation, numerical simulation and academic tools. Main parameters were related to the soil (depth,density,cohesion,porosity,Bib percentage) and to the structure (load andgeometric characteristic ofthe foundation n). The data cleaning pipeline started with handling missing values by using a suitable imputation method, mostly meant or median owing to the distribution of variables. Furthermore, in detection of the outliers, IQR method was implemented to remove the observations that was inconsistent or not typical as normal conditions and create a bias on training model.
DOI: 10.6084/m9.figshare.31079395.v1
title: SSI Estimation

description: The dataset used in this study was collected from the well-known sources such as laboratory investigation, numerical simulation and academic tools. Main parameters were related to the soil (depth,density,cohesion,porosity,Bib percentage) and to the structure (load andgeometric characteristic ofthe foundation n). The data cleaning pipeline started with handling missing values by using a suitable imputation method, mostly meant or median owing to the distribution of variables. Furthermore, in detection of the outliers, IQR method was implemented to remove the observations that was inconsistent or not typical as normal conditions and create a bias on training model.
DOI: 10.5281/zenodo.18271404
title: Cyperus luzulae (L.) Rottb. ex Retz. In: Marchesi E., Mailhos A. & Bonifacino J.M. (Eds.). Flora Uruguaya: Flora Vascular del Uruguay. ISSN 3121-2050, V. 1.0.

description: Citable snapshot. Includes PDF and CSV of collections. Date: January 13th, 2026 at 16:45