cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/ponzbm
title: A new species of the ant genus Forelius (Formicidae: Dolichoderinae) from the dry forest of Colombia.

description: This dataset contains the digitized treatments in Plazi based on the original journal article Guerrero, R. J., Fernández, F. (2008): A new species of the ant genus Forelius (Formicidae: Dolichoderinae) from the dry forest of Colombia. Zootaxa 1958: 51-60, URL: http://hol.osu.edu/reference-full.html?id=22407AbstractForelius damiani sp. nov. is described from the dry forest of the Sierra Nevada de Santa Marta, Colombia, and additional collections from Costa Rica and Texas (USA). This new species is separated from the other rounded spiracles Forelius by the number of erect pronotal hairs, size and coloration. Comments and hypotheses about the biogeography of the genus are provided. Forelius pruinosus is recorded for the first time for Colombia.Key words: Ants, Forelius, Neotropical region, taxonomy, ColombiaResumenSe describe a Forelius damiani sp. nov., del bosque seco de la Sierra Nevada de Santa Marta, Colombia; esta especie tambien se encuentra en Costa Rica y Texas (Estados Unidos de Norte America). Esta nueva especie puede separarse de las otras Forelius con espiraculo redondeado, por el numero de pelos erectos en el pronoto, tamafio y la coloration. Ademas, se presentan comentarios e hipotesis sobre la biogeografia del genero Forelius. La especie Forelius pruinosus es registrada por primera vez para Colombia.Palabras clave: Hormigas, Forelius, region Neotropical, taxonomia, Colombia
DOI: 10.15468/6rxrgw
title: Odontamblyopus rebecca, a new species of amblyopine goby from Vietnam with a key to known species of the genus (Gobiidae: Amblyopinae).

description: This dataset contains the digitized treatments in Plazi based on the original journal article Edward O. Murdy, Koichi Shibukawa (2003): Odontamblyopus rebecca, a new species of amblyopine goby from Vietnam with a key to known species of the genus (Gobiidae: Amblyopinae). Zootaxa 138: 1-6, URL: http://www.zoobank.org/urn:lsid:zoobank.org:pub:215F5561-93F2-4E75-AFF1-3F8817CCD88F
DOI: 10.5281/zenodo.18112066
title: Infrared thermal images and corresponding pH, temperature, and hot carcass weight measurements of beef carcasses

description: This dataset comprises information from 60 bovine half-carcasses left, evaluated before and after chilling. All half-carcasses were weighed postmortem to obtain the hot carcass weight (HCW). Initial pH and temperature were measured immediately after slaughter in the Longissimus thoracis muscle. Simultaneously, a single thermal image frame of the lateral surface of each half-carcass was acquired using an infrared thermographic camera for both hot (pre-chilling) and chilled (24 h post-chilling) conditions. After 24 hours of refrigerated storage, final pH and temperature measurements were collected in the same anatomical region. The complete dataset can be used for the future development of predictive models for ultimate muscle temperature and pH, supporting meat quality assessment. In addition, thermal images enable the application of deep learning methods for image segmentation and feature extraction, as well as the development of predictive equations for hot carcass weight and robotics and automation applications in slaughterhouses. Although these data have been partially used in a scientific publication, they remain suitable for reuse, benchmarking, and additional analyses, allowing the application of alternative methodologies and exploration of new research objectives in meat science and precision meat processing.
DOI: 10.5281/zenodo.18112065
title: Infrared thermal images and corresponding pH, temperature, and hot carcass weight measurements of beef carcasses

description: This dataset comprises information from 60 bovine half-carcasses left, evaluated before and after chilling. All half-carcasses were weighed postmortem to obtain the hot carcass weight (HCW). Initial pH and temperature were measured immediately after slaughter in the Longissimus thoracis muscle. Simultaneously, a single thermal image frame of the lateral surface of each half-carcass was acquired using an infrared thermographic camera for both hot (pre-chilling) and chilled (24 h post-chilling) conditions. After 24 hours of refrigerated storage, final pH and temperature measurements were collected in the same anatomical region. The complete dataset can be used for the future development of predictive models for ultimate muscle temperature and pH, supporting meat quality assessment. In addition, thermal images enable the application of deep learning methods for image segmentation and feature extraction, as well as the development of predictive equations for hot carcass weight and robotics and automation applications in slaughterhouses. Although these data have been partially used in a scientific publication, they remain suitable for reuse, benchmarking, and additional analyses, allowing the application of alternative methodologies and exploration of new research objectives in meat science and precision meat processing.
DOI: 10.15468/dl.xcv2f8
title: Occurrence Download

description: A dataset containing 5983 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Plebejus idas",
 "HasCoordinate is true",
 "CoordinateUncertaintyInMeters is less than or equal to 1000",
 "Year is greater than or equal to 1970",
 "Country is one of (Italy, Switzerland, Germany, Austria, Slovenia, France)"
 ]
}

 The dataset includes 5983 records from 114 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0070065-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.18126/fy22-ry45
title: Nickel as a Modifier of Calcium Oxalate: An In-Situ Liquid Cell TEM Investigation of Nucleation and Growth
DOI: 10.15468/dl.zj3xsv
title: Occurrence Download

description: A dataset containing 2416 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Plebejus argyrognomon",
 "HasCoordinate is true",
 "CoordinateUncertaintyInMeters is less than or equal to 1000",
 "Year is greater than or equal to 1970",
 "Country is one of (Italy, Switzerland, Germany, Austria, Slovenia, France)"
 ]
}

 The dataset includes 2416 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0070066-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25919/fxm3-gb49
title: Plant-mediated interactions between specialist insect herbivores of Melaleuca quinquenervia: implications for management of invasive populations

description: We studied the influence of plant-mediated interaction between insect herbivores on their relative effects on plant growth, using Melaleuca quinquenervia as a model system. Native to Australia, M. quinquenervia is an invasive weed in many natural areas of Florida including Everglades National Park. Congeneric gall-inducing herbivores Lophodiplosis trifida and L. indentata from Australia have been released as biocontrol agents against this weed in Florida.
DOI: 10.15468/dl.4v5b7x
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Plebejus optilete",
 "HasCoordinate is true",
 "CoordinateUncertaintyInMeters is less than or equal to 1000",
 "Year is greater than or equal to 1970",
 "Country is one of (Italy, Switzerland, Germany, Austria, Slovenia, France)"
 ]
}

 The dataset includes 6 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0070067-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pkdyts
title: Occurrence Download

description: A dataset containing 369214 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Belgium",
 "TaxonKey is one of (Aponogeton distachyos, Arthurdendyus triangulatus, Cabomba caroliniana, Callosciurus finlaysonii, Cherax destructor, Corvus splendens, Crassula helmsii, Elodea densa, Eriocheir sinensis, Erythranthe guttata, Faxonius immunis, Faxonius juvenilis, Faxonius rusticus, Faxonius virilis, Gambusia affinis, Heracleum mantegazzianum, Heracleum persicum, Heracleum pubescens, Houttuynia cordata, , Impatiens glandulifera, Koenigia polystachya, Lagarosiphon major, Lepomis gibbosus, Limnoperna fortunei, Ludwigia grandiflora, Ludwigia peploides, Lysichiton americanus, Morone americana, Muntiacus reevesi, Myriophyllum aquaticum, Myriophyllum heterophyllum, Pacifastacus leniusculus, Petasites japonicus, Pontederia cordata, Procambarus acutus, Procambarus clarkii, Procambarus virginalis, Pseudorasbora parva, Pycnonotus cafer, Saururus cernuus, Sciurus carolinensis, Sciurus niger, Solenopsis invicta, Solenopsis richteri, Threskiornis aethiopicus, Vespa velutina, Zizania latifolia)",
 "OccurrenceStatus is Present",
 "Year is greater than or equal to 2000"
 ]
}

 The dataset includes 369214 records from 88 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0070058-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tfyje3
title: Occurrence Download

description: A dataset containing 85 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Plebejus glandon",
 "HasCoordinate is true",
 "CoordinateUncertaintyInMeters is less than or equal to 1000",
 "Year is greater than or equal to 1970",
 "Country is one of (Italy, Switzerland, Germany, Austria, Slovenia, France)"
 ]
}

 The dataset includes 85 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0070068-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9y53dn
title: Occurrence Download

description: A dataset containing 26 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Plebejus orbitulus",
 "HasCoordinate is true",
 "CoordinateUncertaintyInMeters is less than or equal to 1000",
 "Year is greater than or equal to 1970",
 "Country is one of (Italy, Switzerland, Germany, Austria, Slovenia, France)"
 ]
}

 The dataset includes 26 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0070069-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18102598
title: PSC GWAS sumstat/snpinfo Phase 6 Part 2

description: PSC derived GWAS sumstat + snpinfo Phase 6 (Part 2)
DOI: 10.5281/zenodo.18102595
title: PSC GWAS sumstat/snpinfo Phase 6 Part 2

description: PSC derived GWAS sumstat + snpinfo Phase 6 (Part 2)
DOI: 10.5281/zenodo.17024919
title: Streamflow Forecasts, Observations, Basin Characteristics, AR Recon Records, and Forecast Performance Metrics for Sites in California, Nevada, and Oregon (Water Years 2014–2025)

description: This dataset contains all data (raw and processed) used in Allen & Steinschneider (2026) to evaluate operational hydrologic ensemble forecasts from the California Nevada River Forecast Center (CNRFC). It includes:



Forecasted streamflow from October 2013 to May 2025 (csv files containing all raw archived CNRFC hourly forecasts used in analysis (CNRFC, 2025); NetCDF files containing the daily aggregated streamflow for lead times of 1 to 14 days – aggregation methods described in manuscript).

Observed streamflow from October 2013 to May 2025 from USGS (2025).

Cross-reference tables (NCEP, 2025) used to match observed streamflow with forecasted streamflow.

AR Recon assimilation records from the Center for Western Weather and Water Extremes (CW3E, 2025), reporting the number of dropsondes assimilated into GEFS.

Processed and cleaned records at the 97 sites used in the main analysis.

Basin characteristics from the USGS Gages-II dataset (Falcone, 2011); in addition to the raw data, we include an ID table with selected basin characteristics used in analysis (mean annual precipitation, mean elevation, relief ratio, log-transformed drainage area, upstream dams, and watershed permeability).

Forecast performance metrics (RMSE, eCRPS, Reliability) computed at daily resolution and aggregated by water year, lead time, and flow threshold. 


All files are provided as a compressed ZIP archive. These data products enable reproducibility of the analyses in Allen & Steinschneider (2026) and support further research on hydrologic forecast skill trends. 

Code used to download and process the data provided in this dataset repository can be found in the forecast-skill-trends Github Repository (Allen, 2026), along with the code used in the subsequent Bayesian hierarchical analysis.
DOI: 10.5281/zenodo.17024920
title: Streamflow Forecasts, Observations, Basin Characteristics, AR Recon Records, and Forecast Performance Metrics for Sites in California, Nevada, and Oregon (Water Years 2014–2025)

description: This dataset contains all data (raw and processed) used in Allen & Steinschneider (2026) to evaluate operational hydrologic ensemble forecasts from the California Nevada River Forecast Center (CNRFC). It includes:



Forecasted streamflow from October 2013 to May 2025 (csv files containing all raw archived CNRFC hourly forecasts used in analysis (CNRFC, 2025); NetCDF files containing the daily aggregated streamflow for lead times of 1 to 14 days – aggregation methods described in manuscript).

Observed streamflow from October 2013 to May 2025 from USGS (2025).

Cross-reference tables (NCEP, 2025) used to match observed streamflow with forecasted streamflow.

AR Recon assimilation records from the Center for Western Weather and Water Extremes (CW3E, 2025), reporting the number of dropsondes assimilated into GEFS.

Processed and cleaned records at the 97 sites used in the main analysis.

Basin characteristics from the USGS Gages-II dataset (Falcone, 2011); in addition to the raw data, we include an ID table with selected basin characteristics used in analysis (mean annual precipitation, mean elevation, relief ratio, log-transformed drainage area, upstream dams, and watershed permeability).

Forecast performance metrics (RMSE, eCRPS, Reliability) computed at daily resolution and aggregated by water year, lead time, and flow threshold. 


All files are provided as a compressed ZIP archive. These data products enable reproducibility of the analyses in Allen & Steinschneider (2026) and support further research on hydrologic forecast skill trends. 

Code used to download and process the data provided in this dataset repository can be found in the forecast-skill-trends Github Repository (Allen, 2026), along with the code used in the subsequent Bayesian hierarchical analysis.
DOI: 10.15468/dl.e88maf
title: Occurrence Download

description: A dataset containing 33 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Aricia eumedon",
 "HasCoordinate is true",
 "CoordinateUncertaintyInMeters is less than or equal to 1000",
 "Year is greater than or equal to 1970",
 "Country is one of (Italy, Switzerland, Germany, Austria, Slovenia, France)"
 ]
}

 The dataset includes 33 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0070070-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18102569
title: PSC GWAS sumstat/snpinfo Phase 1-5 Part 2

description: PSC derived GWAS sumstat + snpinfo Phase 1-5 (Part 2)
DOI: 10.5281/zenodo.18102562
title: PSC GWAS sumstat/snpinfo Phase 1-5 Part 2

description: PSC derived GWAS sumstat + snpinfo Phase 1-5 (Part 2)
DOI: 10.5281/zenodo.18102557
title: PSC GWAS sumstat/snpinfo Phase 1-5 Part 8

description: PSC derived GWAS sumstat + snpinfo Phase 1-5 (Part 8)
DOI: 10.5281/zenodo.18102567
title: PSC GWAS sumstat/snpinfo Phase 1-5 Part 8

description: PSC derived GWAS sumstat + snpinfo Phase 1-5 (Part 8)
DOI: 10.15468/dl.az8c56
title: Occurrence Download

description: A dataset containing 37597 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Aricia agestis",
 "HasCoordinate is true",
 "CoordinateUncertaintyInMeters is less than or equal to 1000",
 "Year is greater than or equal to 1970",
 "Country is one of (Italy, Switzerland, Germany, Austria, Slovenia, France)"
 ]
}

 The dataset includes 37597 records from 575 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0070071-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34740/kaggle/dsv/14358373
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.60888/epos-gnss-vnan00esp
title: GNSS data of VNAN00ESP, Villamañan, Spain

description: Permanent GNSS station dataset as RINEX files
DOI: 10.15468/dl.8mymvh
title: Occurrence Download

description: A dataset containing 2381 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Aricia artaxerxes",
 "HasCoordinate is true",
 "CoordinateUncertaintyInMeters is less than or equal to 1000",
 "Year is greater than or equal to 1970",
 "Country is one of (Italy, Switzerland, Germany, Austria, Slovenia, France)"
 ]
}

 The dataset includes 2381 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0070072-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.60888/epos-gnss-vtgd00esp
title: GNSS data of VTGD00ESP, Vitigudino, Spain

description: Permanent GNSS station dataset as RINEX files
DOI: 10.13140/rg.2.2.27796.56969/2
title: ✔️“Agente Cultural de Natal”, desde maio de 2025 [https://mapacultural.natal.rn.gov.br/agente/2534]. Com artigos e capítulos publicados por André Salles.
DOI: 10.15468/dl.q8nufh
title: Occurrence Download

description: A dataset containing 673 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Aricia nicias",
 "HasCoordinate is true",
 "CoordinateUncertaintyInMeters is less than or equal to 1000",
 "Year is greater than or equal to 1970",
 "Country is one of (Italy, Switzerland, Germany, Austria, Slovenia, France)"
 ]
}

 The dataset includes 673 records from 57 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0070073-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18112075
title: Irbid PV Daily Energy Dataset (Huawei and Sunways), Sep–Dec 2025

description: This repository provides an anonymized real-world dataset of daily photovoltaic (PV) energy production collected from PV stations located in Irbid, Jordan, covering the period 2025-09-01 to 2025-12-30. The data originate from two monitoring ecosystems (vendors): Huawei and Sunways, enabling research on cross-vendor generalization and few-shot transfer under domain shift.
DOI: 10.5281/zenodo.18112076
title: Irbid PV Daily Energy Dataset (Huawei and Sunways), Sep–Dec 2025

description: This repository provides an anonymized real-world dataset of daily photovoltaic (PV) energy production collected from PV stations located in Irbid, Jordan, covering the period 2025-09-01 to 2025-12-30. The data originate from two monitoring ecosystems (vendors): Huawei and Sunways, enabling research on cross-vendor generalization and few-shot transfer under domain shift.
DOI: 10.13140/rg.2.2.13407.52644/1
title: AUTOR INSCRITO NO "ISNI"- "International Standard Name Identifier"/"Padrão ISO" - (UK). Com 11 Livros Indexados (https://isni.org/isni/0000000058339673). Apontado pela fonte: "Library of Congress" (EUA).
DOI: 10.15468/dl.y3bhsj
title: Occurrence Download

description: A dataset containing 30 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Colombia",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Tremarctos ornatus",
 "Year 2025-2025"
 ]
}

 The dataset includes 30 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0070074-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18111565
title: Mutation and ACE2-induced Allosteric Network Rewiring in Delta and Omicron SARS-CoV-2 Spike Proteins

description: Delta_wACE2 and Omicron_wACE2 contain the input files for simulations of the Delta and Omicron spike proteins in the presence of ACE2.Delta_woACE2 and Omicron_woACE2 contain the input files for simulations of the Delta and Omicron spike proteins in the absence of ACE2.Figure_files contains all relevant figures associated with the study.
DOI: 10.5281/zenodo.18111566
title: Mutation and ACE2-induced Allosteric Network Rewiring in Delta and Omicron SARS-CoV-2 Spike Proteins

description: Delta_wACE2 and Omicron_wACE2 contain the input files for simulations of the Delta and Omicron spike proteins in the presence of ACE2.Delta_woACE2 and Omicron_woACE2 contain the input files for simulations of the Delta and Omicron spike proteins in the absence of ACE2.Figure_files contains all relevant figures associated with the study.
DOI: 10.15468/dl.bbsnm9
title: Occurrence Download

description: A dataset containing 20031 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cyaniris semiargus",
 "HasCoordinate is true",
 "CoordinateUncertaintyInMeters is less than or equal to 1000",
 "Year is greater than or equal to 1970",
 "Country is one of (Italy, Switzerland, Germany, Austria, Slovenia, France)"
 ]
}

 The dataset includes 20031 records from 237 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0070075-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dqckqr
title: Occurrence Download

description: A dataset containing 4477 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Polyommatus escheri",
 "HasCoordinate is true",
 "CoordinateUncertaintyInMeters is less than or equal to 1000",
 "Year is greater than or equal to 1970",
 "Country is one of (Italy, Switzerland, Germany, Austria, Slovenia, France)"
 ]
}

 The dataset includes 4477 records from 131 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0070076-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.13140/rg.2.2.30235.32800
title: Imágenes del desarrollo socioeconómico de Norcorea (2025) 2
DOI: 10.15468/dl.6pz2s5
title: Occurrence Download

description: A dataset containing 6907 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Colombia",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Tremarctos ornatus"
 ]
}

 The dataset includes 6907 records from 67 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0070077-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.60635/c3qk56
title: SST_Galeta Reef, Upstream

description: Sea Surface temperature monitoring on the upstream side of the reef in front of the Galeta Station main buildingLocation: 9.40253 -79.86064Depth: 0.5mStatus: Active