cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.q5as9k
title: Occurrence Download

description: A dataset containing 5608 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Erimyzon oblongus",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 },
 {
 "or" : [
 {
 "not" : {
 "EstablishmentMeans" : [
 "is MANAGED"
 ]
 }
 },
 {
 "not" : {
 "EstablishmentMeans" : [
 "is not null"
 ]
 }
 }
 ]
 },
 {
 "or" : [
 "OccurrenceStatus is Present",
 {
 "not" : {
 "OccurrenceStatus" : [
 "is not null"
 ]
 }
 }
 ]
 }
 ]
}

 The dataset includes 5608 records from 43 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030008-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.21227/72n7-6692
title: "Real Time Chat Application System Project Report"

description: "In today\u2019s digital age, communication plays a crucial role in connecting individuals across the globe. With the increasing demand for real-time messaging applications, building a single message chat application has become a popular endeavour. This abstract introduces a chat application developed using the MERN (MongoDB, Express.js, Ract.js, and Node.js) technology stack, highlighting its key features and functionality.The proposed chat application leverages the MERN technology stack to provide a robust and scalable solution. MongoDB, a NoSQL database, ensures efficient data storage and retrieval, enabling seamless storage of user profiles and message history. Express.js, a web application framework for Node.js, facilitates the creation of a server-side backend that handles authentication, routing, and interaction with the database. Node.js acts as the runtime environment, executing JavaScript code on the server-side, enabling high performance communication. React.js, a JavaScript library, serves as the frontend framework, providing an interactive and responsive user interface.The chat application encompasses essential features such as user registration and authentication, login & logout, and ability to send and receive messages in real time, video call, voice call and also making use of AI Assistant for any kind queries."
DOI: 10.21951/3019328
title: Reservoir Sediment Management and Monitoring Database

description: This dataset compiles dam sediment management and monitoring information from surveys, case studies, and journal articles. Additionally, features described by the National Inventory of Dams (i.e., presence of sluice gates) are included to indicate known infrastructure features that may address sediment releases. The location and description of records from downstream monitoring gages are catalogued in order to help with tracking conditions over time (e.g., before and after management actions, as operations change, etc.). The data help address national scale understanding of challenges and solutions related to the accumulation of sediment behind a dam as well as downstream passage. Sediment trapping causes problems as it reduces storage capacity, disrupts dam and reservoir function, impedes access for recreation, alters water quality/habitat conditions, and contributes to riverbank and coastal erosion within the reservoir. Data compilation from a variety of sources is a first step towards assessing system-wide efficacy of management solutions.
DOI: 10.15468/dl.863hwg
title: Occurrence Download

description: A dataset containing 7024 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is University of North Texas Elm Fork Insect Collection"
 ]
}

 The dataset includes 7024 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030009-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fpg6m8
title: Occurrence Download

description: A dataset listing the 389 species recorded in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-40.98077 -21.17089,-40.93458 -21.13615,-40.91074 -21.09723,-40.93309 -21.043,-40.98077 -21.00684,-41.02994 -20.98875,-41.09104 -20.99988,-41.13723 -21.00962,-41.16852 -21.05413,-41.15958 -21.12503,-41.11041 -21.17783,-40.98077 -21.17089))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset's 389 records were derived from 56 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030000-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.21951/res_sed_mgmt/3019328
title: Reservoir Sediment Management and Monitoring Database

description: This dataset compiles dam sediment management and monitoring information from surveys, case studies, and journal articles. Additionally, features described by the National Inventory of Dams (i.e., presence of sluice gates) are included to indicate known infrastructure features that may address sediment releases. The location and description of records from downstream monitoring gages are catalogued in order to help with tracking conditions over time (e.g., before and after management actions, as operations change, etc.). The data help address national scale understanding of challenges and solutions related to the accumulation of sediment behind a dam as well as downstream passage. Sediment trapping causes problems as it reduces storage capacity, disrupts dam and reservoir function, impedes access for recreation, alters water quality/habitat conditions, and contributes to riverbank and coastal erosion within the reservoir. Data compilation from a variety of sources is a first step towards assessing system-wide efficacy of management solutions.
DOI: 10.15468/dl.q6zkhq
title: Occurrence Download

description: A dataset listing the 26 species recorded in GBIF matching the query:
{
 "and" : [
 "Country is France",
 "Geometry POLYGON((0.35442 47.37749,0.55681 47.37749,0.55681 47.49541,0.35442 47.49541,0.35442 47.37749))",
 "HasGeospatialIssue is false",
 "TaxonKey is Chiroptera"
 ]
}

 The dataset's 26 records were derived from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029996-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18702537
title: BO'LAJAK SHIFOKORLARNING KLINIK KOMPETENTLIGINI RIVOJLANTIRISHDA INTEGRATIV TEXNOLOGIYALARNING SAMARADORLIGI: TAJRIBA-SINOV ISHLARI NATIJALARI

description:  Ushbu konferentsiya tezisida bo'lajak shifokorlarning klinik kompetentligini USMLE dasturi va integrativ texnologiyalar asosida rivojlantirishga yo'naltirilgan tajriba-sinov ishlarining natijalari taqdim etiladi. Tadqiqot O'zbekistonning uch tibbiyot institutida 465 nafar talaba ishtirokida kvazieksperimental dizayn asosida o'tkazildi. Motivatsion, kognitiv, muloqot-faollik va pertseptiv-refleksiv mezonlar bo'yicha o'tkazilgan statistik tahlil tajriba guruhida nazorat guruhiga nisbatan 14–15 foizlik sezilarli o'sishni tasdiqladi. Olingan natijalar ICCDMga asoslangan integrativ metodikaning ishonchliligi va O'zbekiston tibbiy ta'limi tizimida keng tatbiq etishga yaroqliligini isbotlaydi.
DOI: 10.5281/zenodo.18702536
title: BO'LAJAK SHIFOKORLARNING KLINIK KOMPETENTLIGINI RIVOJLANTIRISHDA INTEGRATIV TEXNOLOGIYALARNING SAMARADORLIGI: TAJRIBA-SINOV ISHLARI NATIJALARI

description:  Ushbu konferentsiya tezisida bo'lajak shifokorlarning klinik kompetentligini USMLE dasturi va integrativ texnologiyalar asosida rivojlantirishga yo'naltirilgan tajriba-sinov ishlarining natijalari taqdim etiladi. Tadqiqot O'zbekistonning uch tibbiyot institutida 465 nafar talaba ishtirokida kvazieksperimental dizayn asosida o'tkazildi. Motivatsion, kognitiv, muloqot-faollik va pertseptiv-refleksiv mezonlar bo'yicha o'tkazilgan statistik tahlil tajriba guruhida nazorat guruhiga nisbatan 14–15 foizlik sezilarli o'sishni tasdiqladi. Olingan natijalar ICCDMga asoslangan integrativ metodikaning ishonchliligi va O'zbekiston tibbiy ta'limi tizimida keng tatbiq etishga yaroqliligini isbotlaydi.
DOI: 10.15468/dl.2pr29s
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pelusios upembae"
 ]
}

 The dataset includes 4 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030010-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fb7np2
title: Occurrence Download

description: A dataset containing 62 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Andrena nigerrima"
 ]
}

 The dataset includes 62 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030012-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5255/ukda-sn-858376
title: TrustTracker Serial Surveys on Public Trust during the COVID-19 Pandemic, 2022-2024

description: This data collection comprises serial survey data collected between February 2022 and January 2025 as part of the UKRI ESRC-funded project “Measuring Trust and its Variance during the COVID-19 Pandemic Using Serial Surveys and Quantitative Text Analysis” (ES/W011913/1). The project investigates public trust in government, scientific experts, and public institutions during and after the COVID-19 pandemic.

The dataset includes repeated cross-sectional survey waves administered in the United Kingdom and Japan, measuring institutional trust, policy attitudes, compliance intentions, political ideology, socio-demographic characteristics, and related constructs.

Full datasets, documentation, replication materials, and code are archived in the Harvard Dataverse repository. This ReShare record provides metadata registration in compliance with ESRC data policy.
DOI: 10.15468/dl.nf3ess
title: Occurrence Download

description: A dataset containing 7029 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Moxostoma macrolepidotum",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 },
 {
 "or" : [
 {
 "not" : {
 "EstablishmentMeans" : [
 "is MANAGED"
 ]
 }
 },
 {
 "not" : {
 "EstablishmentMeans" : [
 "is not null"
 ]
 }
 }
 ]
 },
 {
 "or" : [
 "OccurrenceStatus is Present",
 {
 "not" : {
 "OccurrenceStatus" : [
 "is not null"
 ]
 }
 }
 ]
 }
 ]
}

 The dataset includes 7029 records from 45 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030011-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18702564
title: Real Time Chat Application System Project Report.

description: In today’s digital age, communication plays a crucial role in connecting individuals across the globe. With the increasing demand for real-time messaging applications, building a single message chat application has become a popular endeavour. This abstract introduces a chat application developed using the MERN (MongoDB, Express.js, Ract.js, and Node.js) technology stack, highlighting its key features and functionality.The proposed chat application leverages the MERN technology stack to provide a robust and scalable solution. MongoDB, a NoSQL database, ensures efficient data storage and retrieval, enabling seamless storage of user profiles and message history. Express.js, a web application framework for Node.js, facilitates the creation of a server-side backend that handles authentication, routing, and interaction with the database. Node.js acts as the runtime environment, executing JavaScript code on the server-side, enabling high performance communication. React.js, a JavaScript library, serves as the frontend framework, providing an interactive and responsive user interface.The chat application encompasses essential features such as user registration and authentication, login & logout, and ability to send and receive messages in real time, video call, voice call and also making use of AI Assistant for any kind queries.
DOI: 10.5281/zenodo.18702563
title: Real Time Chat Application System Project Report.

description: In today’s digital age, communication plays a crucial role in connecting individuals across the globe. With the increasing demand for real-time messaging applications, building a single message chat application has become a popular endeavour. This abstract introduces a chat application developed using the MERN (MongoDB, Express.js, Ract.js, and Node.js) technology stack, highlighting its key features and functionality.The proposed chat application leverages the MERN technology stack to provide a robust and scalable solution. MongoDB, a NoSQL database, ensures efficient data storage and retrieval, enabling seamless storage of user profiles and message history. Express.js, a web application framework for Node.js, facilitates the creation of a server-side backend that handles authentication, routing, and interaction with the database. Node.js acts as the runtime environment, executing JavaScript code on the server-side, enabling high performance communication. React.js, a JavaScript library, serves as the frontend framework, providing an interactive and responsive user interface.The chat application encompasses essential features such as user registration and authentication, login & logout, and ability to send and receive messages in real time, video call, voice call and also making use of AI Assistant for any kind queries.
DOI: 10.5281/zenodo.18109239
title: Dataset for Second-Order Conductivity Probes a Cascade of Singularities in a Moiré Superlattice

description: This is the reproduction dataset for Second-Order Conductivity Probes a Cascade of Singularities in a Moiré Superlattice. The data and the corresponding readme files are provided as .zip file.
DOI: 10.5281/zenodo.18109238
title: Dataset for Second-Order Conductivity Probes a Cascade of Singularities in a Moiré Superlattice

description: This is the reproduction dataset for Second-Order Conductivity Probes a Cascade of Singularities in a Moiré Superlattice. The data and the corresponding readme files are provided as .zip file.
DOI: 10.15468/dl.zpc8cf
title: Occurrence Download

description: A dataset containing 361 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Andrena nigricula"
 ]
}

 The dataset includes 361 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030014-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.q42uss
title: Occurrence Download

description: A dataset containing 1315 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Andrena nigrihirta"
 ]
}

 The dataset includes 1315 records from 53 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030015-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5284/1139500
title: Hall Barn Farm Historic Building Recording

description: null
DOI: 10.15468/dl.mvxt55
title: Occurrence Download

description: A dataset containing 437225 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Odonata",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1981",
 "Year is less than or equal to 2026",
 "StateProvince is one of (Minnesota, Iowa, Missouri, Wisconsin, Illinois, Indiana, Michigan, Ohio)"
 ]
}

 The dataset includes 437225 records from 32 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029980-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.13139/ornlnccs/3012826
title: EAGLE-I Power Outage Data 2025

description: The provided EAGLE-I historic dataset includes power outage information at the county level for 2025 at 15-minute intervals collected by the EAGLE-I program at ORNL. The data has been collected from utility's public outage maps using an ETL process. The dataset details FIPS code, county name, state name, total number of customers without power, and a date/timestamp. For detailed metadata, refer to the linked metadata DOI.
DOI: 10.34740/kaggle/dsv/14891681
title: Real Time Chat Application System Project Report.
DOI: 10.5281/zenodo.18674941
title: Year-round North Atlantic-European Weather Regimes in ERA5 reanalyses

description: This dataset contains the original files for a life-cycle definition of 7+1 year-round North Atlantic-European weather regimes following the definition of Grams et al. (2017, https://doi.org/10.1038/nclimate3338), updated to ECMWF ERA5 reanalysis as described in Hauser et al. (2024, https://doi.org/10.5194/wcd-5-633-2024). It is supplementary data to the publication Grams (2026, in review for Weather Clim. Dynam. https://doi.org/10.5194/egusphere-2025-6385) which contains an in-depth technical explanation and analysis of key characteristics and trends in these regimes. A key novelty in the regime definition are the objectively identified regime life cycles which allow process-oriented predictability studies (e.g. Hauser et al. 2024). 

The dataset has been originally computed for the data period 1979-2019. Using the backward extension of ERA5 (Soci et al., 2024, https://doi.org/10.1002/qj.4803), it has been extended to 1950. Using the near-realtime update it is extended forward until present (20260201_21 in release V1.2). For the lifetime of ERA5 it is planned to continously update the data irregularly at least once per year and upon request. Future updates will ensure full backward compatibility.

For the methodological documentation we refer to Grams (2026). 

This dataset also contains a Juypter notebook with examples of simple data analysis in python. The notebook aims to facilitate an easy start of the work with the data. Christian thanks Seraphine Hauser and Dominik Büeler for help with coding this ipynb and reformatting the data for easier accessibility. Users are advised to get familiar with this `Readme.md` prior to using this data. 

Contact: weatherregimes@gmail.com (Christian Grams)

Bell, B., Hersbach, H., Simmons, A., Berrisford, P., Dahlgren, P., Horányi, A., et al.: The ERA5 global reanalysis: Preliminary extension to 1950. Q J R Meteorol Soc, 147(741), 4186–4227, https://doi.org/10.1002/qj.4174, 2021.

Grams, C. M.: A life cycle definition of year-round weather regimes in the North Atlantic European region, EGUsphere [preprint], in review for Weather Clim. Dynam.,  https://doi.org/10.5194/egusphere-2025-6385, 2026.

Grams, C. M., Beerli, R., Pfenninger, S., Staffell, I., and Wernli, H.: Balancing Europe's wind power output through spatial deployment informed by weather regimes, Nat. Clim. Change, 7, 557–562, https://doi.org/10.1038/nclimate3338, 2017.

Hauser, S., Teubler, F., Riemer, M., Knippertz, P., and Grams, C. M.: Life cycle dynamics of Greenland blocking from a potential vorticity perspective, Weather Clim. Dynam., 5, 633–658, https://doi.org/10.5194/wcd-5-633-2024, 2024. 

Hersbach H, Bell B, Berrisford P, et al.: The ERA5 global reanalysis. Q J R Meteorol Soc, 146: 1999–2049. https://doi.org/10.1002/qj.3803, 2020. 

Soci, C., Hersbach, H., Simmons, A., Poli, P., Bell, B., Berrisford, P., et al.: The ERA5 global reanalysis from 1940 to 2022. Q J R Meteorol Soc, 150(764), 4014–4048, https://doi.org/10.1002/qj.4803, 2024.
DOI: 10.5281/zenodo.17080145
title: Year-round North Atlantic-European Weather Regimes in ERA5 reanalyses

description: This dataset contains the original files for a life-cycle definition of 7+1 year-round North Atlantic-European weather regimes following the definition of Grams et al. (2017, https://doi.org/10.1038/nclimate3338), updated to ECMWF ERA5 reanalysis as described in Hauser et al. (2024, https://doi.org/10.5194/wcd-5-633-2024). It is supplementary data to the publication Grams (2026, in review for Weather Clim. Dynam. https://doi.org/10.5194/egusphere-2025-6385) which contains an in-depth technical explanation and analysis of key characteristics and trends in these regimes. A key novelty in the regime definition are the objectively identified regime life cycles which allow process-oriented predictability studies (e.g. Hauser et al. 2024). 

The dataset has been originally computed for the data period 1979-2019. Using the backward extension of ERA5 (Soci et al., 2024, https://doi.org/10.1002/qj.4803), it has been extended to 1950. Using the near-realtime update it is extended forward until present (20260201_21 in release V1.2). For the lifetime of ERA5 it is planned to continously update the data irregularly at least once per year and upon request. Future updates will ensure full backward compatibility.

For the methodological documentation we refer to Grams (2026). 

This dataset also contains a Juypter notebook with examples of simple data analysis in python. The notebook aims to facilitate an easy start of the work with the data. Christian thanks Seraphine Hauser and Dominik Büeler for help with coding this ipynb and reformatting the data for easier accessibility. Users are advised to get familiar with this `Readme.md` prior to using this data. 

Contact: weatherregimes@gmail.com (Christian Grams)

Bell, B., Hersbach, H., Simmons, A., Berrisford, P., Dahlgren, P., Horányi, A., et al.: The ERA5 global reanalysis: Preliminary extension to 1950. Q J R Meteorol Soc, 147(741), 4186–4227, https://doi.org/10.1002/qj.4174, 2021.

Grams, C. M.: A life cycle definition of year-round weather regimes in the North Atlantic European region, EGUsphere [preprint], in review for Weather Clim. Dynam.,  https://doi.org/10.5194/egusphere-2025-6385, 2026.

Grams, C. M., Beerli, R., Pfenninger, S., Staffell, I., and Wernli, H.: Balancing Europe's wind power output through spatial deployment informed by weather regimes, Nat. Clim. Change, 7, 557–562, https://doi.org/10.1038/nclimate3338, 2017.

Hauser, S., Teubler, F., Riemer, M., Knippertz, P., and Grams, C. M.: Life cycle dynamics of Greenland blocking from a potential vorticity perspective, Weather Clim. Dynam., 5, 633–658, https://doi.org/10.5194/wcd-5-633-2024, 2024. 

Hersbach H, Bell B, Berrisford P, et al.: The ERA5 global reanalysis. Q J R Meteorol Soc, 146: 1999–2049. https://doi.org/10.1002/qj.3803, 2020. 

Soci, C., Hersbach, H., Simmons, A., Poli, P., Bell, B., Berrisford, P., et al.: The ERA5 global reanalysis from 1940 to 2022. Q J R Meteorol Soc, 150(764), 4014–4048, https://doi.org/10.1002/qj.4803, 2024.
DOI: 10.5281/zenodo.17765006
title: Rotational spectrum of the aminomethyl radical CH2NH2

description: This dataset includes data of



the potential energy surface regarding the inversion and torsion of CH<sub>2</sub>NH<sub>2</sub>

the input files to reproduce the fit results using "separate model" and "RAS model"

the frequency predictions in the SPCAT format using the two models.


The SPFIT/SPCAT package [Pickett 1991] to fit the lines and generate the frequency predictions can be found at http://info.ifpan.edu.pl/~kisiel/asym/asym.htm#pickett, or from the molecular spectroscopy site of NASA's Jet Propulsion Laboratory.