cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.ksm3vh
title: Occurrence Download

description: A dataset containing 537 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lepidium campestre",
 "Country is Norway",
 "HasCoordinate is true"
 ]
}

 The dataset includes 537 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022852-250827131500795/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/12952043
title: Mahanagar Yatayat Transport Dataset
DOI: 10.15468/dl.9ydwhs
title: Occurrence Download

description: A dataset containing 17175 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Guatemala",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Fungi"
 ]
}

 The dataset includes 17175 records from 70 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022853-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7uj5v6
title: Occurrence Download

description: A dataset containing 997 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Acmella caulirhiza",
 "Geometry POLYGON ((-17.62504 -34.81917, 51.13387 -34.81917, 51.13387 37.34999, -17.62504 37.34999, -17.62504 -34.81917))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 997 records from 55 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022854-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.95wse6
title: Occurrence Download

description: A dataset containing 74 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Locality is Firenzuola (comuni)",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 74 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022856-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zh2jj3
title: Occurrence Download

description: A dataset containing 2569 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Thelesperma megapotamicum"
 ]
}

 The dataset includes 2569 records from 117 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022855-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.aurpbw
title: Occurrence Download

description: A dataset containing 60 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lepidium campestre",
 "Country is Poland",
 "HasCoordinate is true"
 ]
}

 The dataset includes 60 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022857-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7910/dvn/chywna
title: Replication Data for: "Beyond the Mean: How Thinking About The Distribution of Public Opinions Reduces Politicians' Perceptual Errors"

description: Elected politicians regularly over-estimate the conservatism of their constituents' preferences. While these findings have concerning implications for democratic representation, the magnitude and sources of so-called "conservative over-estimation" are poorly understood. We show that a novel approach to measuring politicians' perceptions—which asks politicians to draw the distribution of their constituents' preferences, rather than provide a point estimate—clarifies the magnitude and causes of conservative over-estimation. While the vast majority of politicians exhibit a conservative bias, our "perceived-distribution" task cuts the size of this bias in half. Moreover, psychological projection counterbalances conservative over-estimation among left-wing politicians but reinforces it among right-wing politicians. Our results raise questions about existing accounts of elite misperceptions and help to identify the psychological causes of conservative over-estimation.
DOI: 10.15468/dl.39htzm
title: Occurrence Download

description: A dataset containing 25911 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Asia",
 "Country is China",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is one of (Buteo japonicus, Accipiter nisus, Milvus migrans)",
 "Year 2000-2025"
 ]
}

 The dataset includes 25911 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022858-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pfkf78
title: Occurrence Download

description: A dataset containing 230 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lepidium campestre",
 "Country is Russian Federation",
 "HasCoordinate is true"
 ]
}

 The dataset includes 230 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022860-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17048092
title: Rumination and Learning Engagement in Chinese Higher Education: The Chain Mediating Roles of Psychological Resilience and Life Satisfaction
DOI: 10.5281/zenodo.17048093
title: Rumination and Learning Engagement in Chinese Higher Education: The Chain Mediating Roles of Psychological Resilience and Life Satisfaction
DOI: 10.15468/dl.8m6jut
title: Occurrence Download

description: A dataset containing 26 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Melanotaenia fredericki)",
 "BasisOfRecord is one of (Specimen, Literature Occurrence, Human Observation, Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1991",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 26 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022861-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25574/26472
title: Chandra X-ray Observatory ObsId 26472

description: X-ray driven chemistry in the protoplanetary disk of DQ Tau
DOI: 10.25574/26473
title: Chandra X-ray Observatory ObsId 26473

description: X-ray driven chemistry in the protoplanetary disk of DQ Tau
DOI: 10.15468/dl.kph532
title: Occurrence Download

description: A dataset containing 104 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lepidium campestre",
 "Country is Slovakia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 104 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022862-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mmbmqg
title: Occurrence Download

description: A dataset containing 3132 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-70.59428 6.55116,-70.18801 6.55116,-70.18801 6.76874,-70.59428 6.76874,-70.59428 6.55116))",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 3132 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022863-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17048082
title: Hypothetical Clinical Application of Personalized CRISPR-Mediated Adenine Base Editing for Severe Carbamoyl Phosphate Synthetase 1 Deficiency: A Rigorous Theoretical Framework for Precision Genomic Medicine

description: Research Summary: A Theoretical Framework for Precision Gene Therapy for CPS1 Deficiency

This research presents a detailed theoretical framework for a novel therapeutic application using CRISPR-mediated adenine base editing (ABE) to treat severe carbamoyl phosphate synthetase 1 (CPS1) deficiency. This rare and life-threatening genetic disorder leads to the toxic accumulation of ammonia in the blood, particularly in infants, with current treatments having significant limitations and risks.

The paper outlines a hypothetical case study of a 6-month-old infant with a severe disease-causing mutation. The proposed therapeutic model involves using liver-tropic lipid nanoparticles (LNPs) to deliver the gene-editing components intravenously, directly targeting liver cells.

The simulated results demonstrate a robust therapeutic response. A key outcome is the achievement of 35% editing efficiency in hepatocytes, a threshold considered sufficient to restore normal metabolic function. This theoretical correction led to the normalization of plasma ammonia levels, increased the patient's dietary protein tolerance, and reduced dependency on chronic medications.

The study concludes that this personalized ABE technology holds immense potential as a definitive, precision-based genetic cure for ultra-rare inherited disorders, offering a potentially safer alternative to liver transplantation. However, the paper strongly emphasizes that this is a theoretical model and underscores the critical need for extensive preclinical and clinical investigations to validate the long-term safety and efficacy of this approach before any real-world application.
DOI: 10.5281/zenodo.17048083
title: Hypothetical Clinical Application of Personalized CRISPR-Mediated Adenine Base Editing for Severe Carbamoyl Phosphate Synthetase 1 Deficiency: A Rigorous Theoretical Framework for Precision Genomic Medicine

description: Research Summary: A Theoretical Framework for Precision Gene Therapy for CPS1 Deficiency

This research presents a detailed theoretical framework for a novel therapeutic application using CRISPR-mediated adenine base editing (ABE) to treat severe carbamoyl phosphate synthetase 1 (CPS1) deficiency. This rare and life-threatening genetic disorder leads to the toxic accumulation of ammonia in the blood, particularly in infants, with current treatments having significant limitations and risks.

The paper outlines a hypothetical case study of a 6-month-old infant with a severe disease-causing mutation. The proposed therapeutic model involves using liver-tropic lipid nanoparticles (LNPs) to deliver the gene-editing components intravenously, directly targeting liver cells.

The simulated results demonstrate a robust therapeutic response. A key outcome is the achievement of 35% editing efficiency in hepatocytes, a threshold considered sufficient to restore normal metabolic function. This theoretical correction led to the normalization of plasma ammonia levels, increased the patient's dietary protein tolerance, and reduced dependency on chronic medications.

The study concludes that this personalized ABE technology holds immense potential as a definitive, precision-based genetic cure for ultra-rare inherited disorders, offering a potentially safer alternative to liver transplantation. However, the paper strongly emphasizes that this is a theoretical model and underscores the critical need for extensive preclinical and clinical investigations to validate the long-term safety and efficacy of this approach before any real-world application.
DOI: 10.15468/dl.uqvpya
title: Occurrence Download

description: A dataset containing 300 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Brazil",
 "Month is March",
 "TaxonKey is Mimosa",
 "Year 1973-1973"
 ]
}

 The dataset includes 300 records from 34 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022865-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pbj6rs
title: Occurrence Download

description: A dataset containing 11915 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-74.05868 4.6759,-74.05896 4.67457,-74.04527 4.6684,-74.04494 4.66917,-74.05868 4.6759))",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 11915 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022864-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5517/ccdc.csd.cc2kl56k
title: CCDC 2370948: Experimental Crystal Structure Determination

description: Related Article: Kevin Gutiérrez, Alejandro Torres, José Aleman, Alba Collado|2025|ChemCatChem|17|e00036|doi:10.1002/cctc.202500036
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2kl62g
title: CCDC 2370975: Experimental Crystal Structure Determination

description: Related Article: Kevin Gutiérrez, Alejandro Torres, José Aleman, Alba Collado|2025|ChemCatChem|17|e00036|doi:10.1002/cctc.202500036
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2kl63h
title: CCDC 2370976: Experimental Crystal Structure Determination

description: Related Article: Kevin Gutiérrez, Alejandro Torres, José Aleman, Alba Collado|2025|ChemCatChem|17|e00036|doi:10.1002/cctc.202500036
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2l43jd
title: CCDC 2387233: Experimental Crystal Structure Determination

description: Related Article: Tasuki Tsurumi, Takahiro Nakagawa, Takashi Kikuchi, Kiyohiro Adachi, Hironobu Hayashi, Atsuro Takai, Takuma Kaneko, Tomoya Uruga, Daisuke Hashizume, Yosuke Nakamura, Makoto Fujita, Yuya Domoto|2025|ChemistryEurope|3|e202500069|doi:10.1002/ceur.202500069
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2lrcj8
title: CCDC 2405740: Experimental Crystal Structure Determination

description: Related Article: Kevin Gutiérrez, Alejandro Torres, José Aleman, Alba Collado|2025|ChemCatChem|17|e00036|doi:10.1002/cctc.202500036
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.7910/dvn/3xdmnf
title: APCs of 2,228 journals where NIH-funded authors published in 2025

description: This dataset includes the top 2,228 journals publishing NIH-funded research between January and July 2025. For each journal, it provides bibliographic details (title, ISSNs, publisher), 2025 publication counts acknowledging NIH support (based on Dimensions data from 24.07.2025), open access status (gold, hybrid, diamond, S2O), publisher type (for profit, not for profit), and its current 2025 Article Processing Charge (APC).

The dataset also includes calculations to project the effect of proposed NIH policy scenarios to cap allowable grant spending on APCs at $2,000, $3,000, or $6,000.

This dataset supports analyses of NIH-funded publication fees by journal, publisher, OA status and business models. We encourage its use in responding to the NIH's Request for Information.
DOI: 10.5517/ccdc.csd.cc2m5yc4
title: CCDC 2418786: Experimental Crystal Structure Determination

description: Related Article: Tasuki Tsurumi, Takahiro Nakagawa, Takashi Kikuchi, Kiyohiro Adachi, Hironobu Hayashi, Atsuro Takai, Takuma Kaneko, Tomoya Uruga, Daisuke Hashizume, Yosuke Nakamura, Makoto Fujita, Yuya Domoto|2025|ChemistryEurope|3|e202500069|doi:10.1002/ceur.202500069
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5281/zenodo.17048027
title: Induction motor fault detection dataset - Startup currents for mains powered motors.

description: Experimental data were collected from four identical induction motors. One motor was healthy, while the remaining three had different types of rotor faults: a single broken rotor bar, two broken rotor bars, or a damaged ring.

To increase the moment of inertia, the motors were mechanically coupled in pairs via their shafts. In all experiments, the startup current was measured, but the motors were supplied with different voltages. This resulted in varying startup durations and, consequently, different startup current waveforms.

This variation is important because the objective is to develop a diagnostic procedure that is sensitive to phenomena occurring during the startup process itself, rather than to the specific waveform shape characteristic of a particular motor type.

Measurements were performed using a standard data acquisition card and LEM current transducers. The sampling frequency was kept constant at 1150 Hz in all cases.

Dataset includes:



raw data in "*.dat" files

raw data converted to csv's

processing scripts to clear and analyze the data and filter design information 

processed time domain data

processed frequency domain data

graphs of current waveforms (filtered and not) and their FFTs






The data set was created in the project NCN OPUS "Process Fault Prediction and Detection" (UMO-2021/41/B/ST7/03851)

Data was used in the following papers:

Jarzyna, K., Rad, M., Piątek, P., Baranowski, J. (2023). Bayesian Fault Diagnosis for Induction Motors During Startup in Frequency Domain. In: Pawelczyk, M., Bismor, D., Ogonowski, S., Kacprzyk, J. (eds) Advanced, Contemporary Control. PCC 2023. Lecture Notes in Networks and Systems, vol 709. Springer, Cham. https://doi.org/10.1007/978-3-031-35173-0_2

A. Dudek, K. Jarzyna and J. Baranowski, "Mixture Based Classifier Using Gaussian Processes for Induction Motor Diagnosis," IECON 2024 - 50th Annual Conference of the IEEE Industrial Electronics Society, Chicago, IL, USA, 2024, pp. 1-6, doi: 10.1109/IECON55916.2024.10906040.
DOI: 10.5281/zenodo.17048028
title: Induction motor fault detection dataset - Startup currents for mains powered motors.

description: Experimental data were collected from four identical induction motors. One motor was healthy, while the remaining three had different types of rotor faults: a single broken rotor bar, two broken rotor bars, or a damaged ring.

To increase the moment of inertia, the motors were mechanically coupled in pairs via their shafts. In all experiments, the startup current was measured, but the motors were supplied with different voltages. This resulted in varying startup durations and, consequently, different startup current waveforms.

This variation is important because the objective is to develop a diagnostic procedure that is sensitive to phenomena occurring during the startup process itself, rather than to the specific waveform shape characteristic of a particular motor type.

Measurements were performed using a standard data acquisition card and LEM current transducers. The sampling frequency was kept constant at 1150 Hz in all cases.

Dataset includes:



raw data in "*.dat" files

raw data converted to csv's

processing scripts to clear and analyze the data and filter design information 

processed time domain data

processed frequency domain data

graphs of current waveforms (filtered and not) and their FFTs






The data set was created in the project NCN OPUS "Process Fault Prediction and Detection" (UMO-2021/41/B/ST7/03851)

Data was used in the following papers:

Jarzyna, K., Rad, M., Piątek, P., Baranowski, J. (2023). Bayesian Fault Diagnosis for Induction Motors During Startup in Frequency Domain. In: Pawelczyk, M., Bismor, D., Ogonowski, S., Kacprzyk, J. (eds) Advanced, Contemporary Control. PCC 2023. Lecture Notes in Networks and Systems, vol 709. Springer, Cham. https://doi.org/10.1007/978-3-031-35173-0_2

A. Dudek, K. Jarzyna and J. Baranowski, "Mixture Based Classifier Using Gaussian Processes for Induction Motor Diagnosis," IECON 2024 - 50th Annual Conference of the IEEE Industrial Electronics Society, Chicago, IL, USA, 2024, pp. 1-6, doi: 10.1109/IECON55916.2024.10906040.
DOI: 10.15468/dl.52e6mh
title: Occurrence Download

description: A dataset containing 218 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Adenostemma mauritianum",
 "Geometry POLYGON ((-17.62504 -34.81917, 51.13387 -34.81917, 51.13387 37.34999, -17.62504 37.34999, -17.62504 -34.81917))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 218 records from 28 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022866-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17048111
title: Supporting Data
DOI: 10.5281/zenodo.17048112
title: Supporting Data
DOI: 10.5281/zenodo.17048071
title: Balloon-borne Electric Field Meter

description: Data and scripts used to produce the figures in "Balloon-borne Electric Field Meters: Deployment, Demodulation, Tilt, and Charge Retrieval". 

TELEX_raw.zip includes the raw data from a single sounding as part of the TELEX field campaign

LEE_raw.zip includes the raw data from a single sounding as part of the LEE field campaign.  Additional soundings from this project can be found https://doi.org/10.26023/2N8N-D62E-MM01

COMMAS.zip is the output for an electrification allowing covection model, including simulated balloon trajectories through the thunderstorm.  

efmlib.zip is a copy of the efmlib repository, as used in the publication.  Updates to this library are still being made to the git repository https://github.com/deeplycloudy/efmlib