cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.hr2r24
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Occurrence evidence, Observation)",
 "TaxonKey is one of (Anorrhinus galeritus)",
 "Country is one of (Anguilla, Antigua and Barbuda, Argentina, Aruba, Bahamas, Barbados, Belize, Bolivia (Plurinational State of), Bonaire, Sint Eustatius and Saba, Bouvet Island, Brazil, Cayman Islands, Chile, Colombia, Costa Rica, Cuba, Curaçao, Dominica, Dominican Republic, Ecuador, El Salvador, Falkland Islands (Malvinas), French Guiana, Grenada, Guadeloupe, Guatemala, Guyana, Haiti, Honduras, Jamaica, Martinique, Mexico, Montserrat, Nicaragua, Panama, Paraguay, Peru, Puerto Rico, Saint Barthélemy, Saint Kitts and Nevis, Saint Lucia, Saint Martin (French part), Saint Vincent and the Grenadines, Sint Maarten (Dutch part), South Georgia and the South Sandwich Islands, Suriname, Trinidad and Tobago, Turks and Caicos Islands, Uruguay, Venezuela (Bolivarian Republic of), Virgin Islands (British), Virgin Islands (U.S.))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020599-250802193616735/datasets/export for details.
DOI: 10.17632/3kkj4xyrn3
title: CNS infiltration by Tet2-mutant peripheral immune cells protects from Alzheimer’s Disease

description: Processed and annotated single cell objects in anndata format for the main and validation cohorts.
DOI: 10.17632/3kkj4xyrn3.2
title: CNS infiltration by Tet2-mutant peripheral immune cells protects from Alzheimer’s Disease

description: Processed and annotated single cell objects in anndata format for the main and validation cohorts.
DOI: 10.15468/dl.gadwww
title: Occurrence Download

description: A dataset containing 14678 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Phyllomyias nigrocapillus)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "License is one of (CC-BY 4.0, CC0 1.0)"
 ]
}

 The dataset includes 14678 records from 34 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020601-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.h7fk5t
title: Occurrence Download

description: A dataset containing 724 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Colombia",
 "TaxonKey is Trichocentrum cebolleta"
 ]
}

 The dataset includes 724 records from 45 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020600-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.auea58
title: Occurrence Download

description: A dataset containing 2890 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Phyllomyias plumbeiceps)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "License is one of (CC-BY 4.0, CC0 1.0)"
 ]
}

 The dataset includes 2890 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020602-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.60635/c35p71
title: Monthly Summary_BCI, horizontal

description: Barro Colorado Island (BCI)Yearly, monthly and daily summary organized in horizontal format for seasonal and inter-year comparisonsContains interval average/maximum/minimum/variance statistics plus summary graphsLocation 9°9'42.36"N, 79°50'15.67"WParameters: air temperature, relative humidity, wind speed and direction, precipitation, sea surface temperature, solar radiation (pyranometer), air pressure, soil moisture, runoff, potential evapotranspiration, wet/dry season, starting dates.Lutz catchment is a 9.73ha protected watershed on BCI. The Lutz tower was built in 1972 and was originally 42m. In 2002 it was increased to 48m. The data from 48m should be considered a separate data series from the data at 42m. Wind speed is significantly higher at 48m due to the distance to the top of the canopy. The Clearing is a small, open area surrounded by forest and some buildings. Station established in 1972. Consists of a Stevenson screen with max/min thermometers and air pressure sensor. Temperature/humidity sensor, rain gauge and evaporation sensors are located at various locations around the screen.Historical datasets can be located here: https://smithsonian.figshare.com/articles/dataset/Monthly_Summary_BCI_horizontal/10059455
DOI: 10.17632/8mc89skbgr
title: Effects of different reclamation configurations using iron tailings as material on soil structure and hydraulic properties

description: Structural equation model code and random forest model code for analyzing soil reclamation test data.
DOI: 10.17632/8mc89skbgr.1
title: Effects of different reclamation configurations using iron tailings as material on soil structure and hydraulic properties

description: Structural equation model code and random forest model code for analyzing soil reclamation test data.
DOI: 10.17632/3c8wn3dn9g
title: Workplace Exploitation Scale (Wex-5)

description: This is a five-item workplace exploitation scale developed using both exploratory and confirmatory factor analyses. The scale's validity and reliability have been established, and the development process of the scale has been published in a reputed journal. There is no need to secure any permissions to use this scale for research.

Please cite the article below in case you are using this scale: 

Krishnan, S. R. G., Gupta, S., Pereira, N. G., Sethuramalingam, V., Potter, A., Butola, S., Das, N. J., & Sathia, S. (2025). A scale to measure workplace exploitation (Wex-5). Journal of Workplace Behavioral Health, 0(0), 1–19. https://doi.org/10.1080/15555240.2025.2539155

For more information contact: ramagokulakrishnan@gmail.com
DOI: 10.17632/3c8wn3dn9g.1
title: Workplace Exploitation Scale (Wex-5)

description: This is a five-item workplace exploitation scale developed using both exploratory and confirmatory factor analyses. The scale's validity and reliability have been established, and the development process of the scale has been published in a reputed journal. There is no need to secure any permissions to use this scale for research.

Please cite the article below in case you are using this scale: 

Krishnan, S. R. G., Gupta, S., Pereira, N. G., Sethuramalingam, V., Potter, A., Butola, S., Das, N. J., & Sathia, S. (2025). A scale to measure workplace exploitation (Wex-5). Journal of Workplace Behavioral Health, 0(0), 1–19. https://doi.org/10.1080/15555240.2025.2539155

For more information contact: ramagokulakrishnan@gmail.com
DOI: 10.17632/hwvsd5zd4d
title: MUSIC® Academic Motivation Validation: Chinese Legal English/Translation Context

description: The quantitative data was collected via surveys administered to 300 undergraduate students enrolled in LE/LT programs in China, using an adapted MUSIC Inventory. The inventory had underwent cultural and contextual adjustments, pre-testing, and pilot testing. Psychometric analyses included: a) internal consistency reliability (Cronbach’s alpha); b) sampling adequacy (Kaiser-Meyer-Olkin test and Bartlett’s test of sphericity); c) construct validity (Confirmatory Factor Analysis); and d) comparative analysis (t-test and non-parametric test).
DOI: 10.17632/hwvsd5zd4d.1
title: MUSIC® Academic Motivation Validation: Chinese Legal English/Translation Context

description: The quantitative data was collected via surveys administered to 300 undergraduate students enrolled in LE/LT programs in China, using an adapted MUSIC Inventory. The inventory had underwent cultural and contextual adjustments, pre-testing, and pilot testing. Psychometric analyses included: a) internal consistency reliability (Cronbach’s alpha); b) sampling adequacy (Kaiser-Meyer-Olkin test and Bartlett’s test of sphericity); c) construct validity (Confirmatory Factor Analysis); and d) comparative analysis (t-test and non-parametric test).
DOI: 10.60635/c31w3b
title: Monthly Summary_BCI, Vertical

description: Barro Colorado Island (BCI)Yearly, monthly and daily summary organized in vertical format for long-term trend analysisContains interval average/maximum/minimum/variance statistics plus summary graphsLocation 9°9'42.36"N, 79°50'15.67"WLutz catchment is a 9.73ha protected watershed on BCI. The Lutz tower was built in 1972 and was originally 42m. In 2002 it was increased to 48mThe data from 48m should be considered a separate data series from the data at 42m. Wind speed is significantly higher at 48m due to the distance to the top of the canopy. The Clearing is a small, open area surrounded by forest and some buildings. Station established in 1972 and consists of a Stevenson screen with max/min thermometers and air pressure sensor. Temperature/humidity sensor, rain gauge and evaporation sensors are located at various locations around the screen.Parameters: air temperature, relative humidity, wind speed and direction, precipitation, sea surface temperature, solar radiation (pyranometer), air pressure, soil moisture, runoff, potential evapotranspiration, wet/dry season starting datesHistorical datasets can be located here: https://smithsonian.figshare.com/articles/dataset/Monthly_Summary_BCI_Vertical/10059458
DOI: 10.15468/dl.gcu26x
title: Occurrence Download

description: A dataset containing 91 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Thunbergia alata",
 "Country is Venezuela (Bolivarian Republic of)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 91 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020603-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.m7p36x
title: Occurrence Download

description: A dataset containing 261 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ornithocephalus myrticola"
 ]
}

 The dataset includes 261 records from 55 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020604-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dt4tzh
title: Occurrence Download

description: A dataset containing 141 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Boiga kraepelini",
 "Country is China",
 "HasCoordinate is true"
 ]
}

 The dataset includes 141 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020605-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2kyguw
title: Occurrence Download

description: A dataset containing 318 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Phyllomyias reiseri)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "License is one of (CC-BY 4.0, CC0 1.0)"
 ]
}

 The dataset includes 318 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020606-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/7s9x68gwnt
title: Off-label Use of Deucravacitinib in Dermatology: Supplementary Data

description: Supplementary Materials
DOI: 10.17632/7s9x68gwnt.2
title: Off-label Use of Deucravacitinib in Dermatology: Supplementary Data

description: Supplementary Materials
DOI: 10.15468/dl.43dt78
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Labeobarbus micronema)",
 "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 3 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020608-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15920130
title: Bayesian Model Selection and Uncertainty Propagation for Beam Energy Scan Heavy-Ion Collisions

description: This dataset contains:



A snapshot of the iEBE-MUSIC framework for performing the event-by-event simulations 

Training data listed in Table II and the trained GP emulators

Posterior chains listed in Table V

Simulation data for various model predictions presented in Section V


In case there are problems opening pkl files with numpy 1.x, then try using numpy 2.x to open them.

To use the emulators stored in "trained_emulators.tar.gz", please use the sqrt_s_dependence branch in the GPBayesTools-HIC repository. The emulator_BAND.py from this branch is compatible with the objects stored in the tar file.If you want to perform a Bayesian inference using the Chain class in mcmc.py, then the _predict() function has to be modified depending on the parameters that are energy dependent and the emulator set used in the inference.
DOI: 10.5281/zenodo.15920131
title: Bayesian Model Selection and Uncertainty Propagation for Beam Energy Scan Heavy-Ion Collisions

description: This dataset contains:



A snapshot of the iEBE-MUSIC framework for performing the event-by-event simulations 

Training data listed in Table II and the trained GP emulators

Posterior chains listed in Table V

Simulation data for various model predictions presented in Section V


In case there are problems opening pkl files with numpy 1.x, then try using numpy 2.x to open them.

To use the emulators stored in "trained_emulators.tar.gz", please use the sqrt_s_dependence branch in the GPBayesTools-HIC repository. The emulator_BAND.py from this branch is compatible with the objects stored in the tar file.If you want to perform a Bayesian inference using the Chain class in mcmc.py, then the _predict() function has to be modified depending on the parameters that are energy dependent and the emulator set used in the inference.
DOI: 10.17632/z7rxxmg8nr
title: Tropical Gulf Sediment Nitrogen Removal Seasonal Parameters and Global Coastal Sediment Nitrogen Removal Rates Dataset

description: This dataset includes seasonal environmental and hydrological parameters, sediment characteristics, and sediment potential denitrification and anammox rates from three tropical oyster farming bays. It also encompasses nitrous oxide (N₂O) production rates and their proportional contributions, as well as the proportion of anammox to total nitrogen removal in coastal sediment ecosystems globally, all collected from published research. References are cited within the dataset.
DOI: 10.15468/dl.pg5s64
title: Occurrence Download

description: A dataset containing 62 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Paraguay",
 "TaxonKey is Xenodon pulcher"
 ]
}

 The dataset includes 62 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020607-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/z7rxxmg8nr.2
title: Tropical Gulf Sediment Nitrogen Removal Seasonal Parameters and Global Coastal Sediment Nitrogen Removal Rates Dataset

description: This dataset includes seasonal environmental and hydrological parameters, sediment characteristics, and sediment potential denitrification and anammox rates from three tropical oyster farming bays. It also encompasses nitrous oxide (N₂O) production rates and their proportional contributions, as well as the proportion of anammox to total nitrogen removal in coastal sediment ecosystems globally, all collected from published research. References are cited within the dataset.
DOI: 10.5281/zenodo.16754501
title: Receiver Functions used in paper "Imaging of Subduction in a Precambrian Craton"
DOI: 10.17632/xtynymtmgk.2
title: Data for: Monsoonally hydrological control on seasonally riverine magnesium isotopes in the tectonically-active Tibetan Plateau

description: Raw data for all figures in the manuscript by Yang Xu et al. to be published by Geochimica et Cosmochimica Acta as "Monsoonally hydrological control on seasonally riverine magnesium isotopes in the tectonically-active Tibetan Plateau".
DOI: 10.60635/c3x624
title: Monthly summary_Coibita

description: Coibita Island research stationData Summaries, Excel spread sheet. Provides daily, monthly and yearly summaries. Contains interval averages, maximum, minimum and variability statistics, plus graphsLocation: 7° 38.422'N, 81° 42.079'WParameters: air temperature, relative humidity, solar radiation (pyranometer, UV), wind speed, wind direction, rainfall, air pressure. Coibita Station was established in June 2023.Historical datasets can be located here: https://smithsonian.figshare.com/articles/dataset/Monthly_summary_Coibita/25359439
DOI: 10.17632/9g49wsfw22
title: A Comprehensive Review of Supervised Machine Learning Algorithms Integrated with Vat Photopolymerization Process for Enhanced Prediction of Functionalities - Copyrights for the Figures

description: The copyrights for each Figure used in the study have been attached.
DOI: 10.17632/9g49wsfw22.1
title: A Comprehensive Review of Supervised Machine Learning Algorithms Integrated with Vat Photopolymerization Process for Enhanced Prediction of Functionalities - Copyrights for the Figures

description: The copyrights for each Figure used in the study have been attached.
DOI: 10.17632/7p2s7kmxt6
title: Toxic effects of trichlorfon on the hepatopancreas of Chinese mitten crab (Eriocheir sinensis): tissue damage, oxidative stress, and Ferroptosis

description: This study investigated the toxic effects and mechanisms of trichlorfon (TCF) on the hepatopancreas of Chinese mitten crabs (Eriocheir sinensis). The acute toxicity test results showed that the 96 h-LC50 of TCF on E. sinensis was 4.853 mg/L. We conducted an 8-day short-term exposure experiment with TCF concentrations of 0, 0.061, 0.121, and 0.243 mg/L. The results showed that TCF exposure induces oxidative stress and causes tissue damage and lesions to the hepatopancreas, including hepatic tubules exhibiting disruption, swelling, necrosis, and an ill-defined structure. Transcriptomics revealed differentially expressed genes (DEGs) at the different concentrations, KEGG, and GO enrichment analysis showed that the DEGs were mainly involved in the bile secretion pathway and iron ion binding terms. GSEA was used for single-function enrichment analysis of cell growth and death. We found that DEGs at TCF concentrations of 0.121 and 0.243 mg/L were significantly enriched in the Ferroptosis pathway. Moreover, the synaptic vesicle cycle, GABAergic synapse, and serotonergic synapse were significantly enriched in DEGs at 0.243 mg/L, which indicated that TCF may pose a potential threat to the nervous system.. The qPCR detection of Ferroptosis-related genes demonstrated that TCF induces hepatopancreatic Ferroptosis in E. sinensis. We hypothesized that lysosomal autophagy, mainly induced through FTH1 and NCOA4 interactions, released ferric ions, thereby indirectly contributing to Ferroptosis. In addition, WGCNA identified two key modules associated with the phenotype, and further identified the core hub genes were MEX3, RBM46, SLC7A5, and TYR. The results of this study can provide insights into the toxic effects of TCF on aquatic crustaceans.
DOI: 10.17632/7p2s7kmxt6.2
title: Toxic effects of trichlorfon on the hepatopancreas of Chinese mitten crab (Eriocheir sinensis): tissue damage, oxidative stress, and Ferroptosis

description: This study investigated the toxic effects and mechanisms of trichlorfon (TCF) on the hepatopancreas of Chinese mitten crabs (Eriocheir sinensis). The acute toxicity test results showed that the 96 h-LC50 of TCF on E. sinensis was 4.853 mg/L. We conducted an 8-day short-term exposure experiment with TCF concentrations of 0, 0.061, 0.121, and 0.243 mg/L. The results showed that TCF exposure induces oxidative stress and causes tissue damage and lesions to the hepatopancreas, including hepatic tubules exhibiting disruption, swelling, necrosis, and an ill-defined structure. Transcriptomics revealed differentially expressed genes (DEGs) at the different concentrations, KEGG, and GO enrichment analysis showed that the DEGs were mainly involved in the bile secretion pathway and iron ion binding terms. GSEA was used for single-function enrichment analysis of cell growth and death. We found that DEGs at TCF concentrations of 0.121 and 0.243 mg/L were significantly enriched in the Ferroptosis pathway. Moreover, the synaptic vesicle cycle, GABAergic synapse, and serotonergic synapse were significantly enriched in DEGs at 0.243 mg/L, which indicated that TCF may pose a potential threat to the nervous system.. The qPCR detection of Ferroptosis-related genes demonstrated that TCF induces hepatopancreatic Ferroptosis in E. sinensis. We hypothesized that lysosomal autophagy, mainly induced through FTH1 and NCOA4 interactions, released ferric ions, thereby indirectly contributing to Ferroptosis. In addition, WGCNA identified two key modules associated with the phenotype, and further identified the core hub genes were MEX3, RBM46, SLC7A5, and TYR. The results of this study can provide insights into the toxic effects of TCF on aquatic crustaceans.
DOI: 10.17632/sdk8x5c4hc
title: Urban microclimate measurements in the hot and humid tropical climate of Reunion Island

description: This dataset contains 10‑minute microclimate measurements collected in two neighborhoods, in Saint‑Denis and Le Port, Réunion Island, France, between October 2024 and June 2025. Data were recorded by a network of fixed urban weather stations deployed across distinct urban morphologies, ranging from high‑rise, high‑density areas to open residential zones. Variables include air temperature, relative humidity, globe temperature, solar irradiance, wind speed, mean radiant temperature, and the Universal Thermal Climate Index (UTCI). Measurements were taken in situ at standardized heights using calibrated sensors, with detailed station metadata (location, elevation, and site characteristics) provided separately. The dataset supports the analysis of spatial and temporal variations in urban microclimate, enables heat stress assessment, and can be used to evaluate the influence of urban form on thermal conditions.
DOI: 10.17632/sdk8x5c4hc.1
title: Urban microclimate measurements in the hot and humid tropical climate of Reunion Island

description: This dataset contains 10‑minute microclimate measurements collected in two neighborhoods, in Saint‑Denis and Le Port, Réunion Island, France, between October 2024 and June 2025. Data were recorded by a network of fixed urban weather stations deployed across distinct urban morphologies, ranging from high‑rise, high‑density areas to open residential zones. Variables include air temperature, relative humidity, globe temperature, solar irradiance, wind speed, mean radiant temperature, and the Universal Thermal Climate Index (UTCI). Measurements were taken in situ at standardized heights using calibrated sensors, with detailed station metadata (location, elevation, and site characteristics) provided separately. The dataset supports the analysis of spatial and temporal variations in urban microclimate, enables heat stress assessment, and can be used to evaluate the influence of urban form on thermal conditions.