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

description: A dataset containing 67 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Fundulus cingulatus)",
 "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 67 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003958-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17122531
title: Human in the Loop Adaptive Active Learning Lithium Production

description: This repository contains code and datasets for leveraging Human-AI synergy in adaptive active learning to optimize continuous lithium carbonate crystallization. As demand rises, our framework accelerates lithium extraction from challenging sources, improving impurity tolerance and promoting sustainable utilization of North American reserves.
DOI: 10.5281/zenodo.17122530
title: Human in the Loop Adaptive Active Learning Lithium Production

description: This repository contains code and datasets for leveraging Human-AI synergy in adaptive active learning to optimize continuous lithium carbonate crystallization. As demand rises, our framework accelerates lithium extraction from challenging sources, improving impurity tolerance and promoting sustainable utilization of North American reserves.
DOI: 10.15468/dl.dmzz25
title: Occurrence Download

description: A dataset containing 1549 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Antheraea yamamai",
 "Country is Austria",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1549 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003959-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jsakv5
title: Occurrence Download

description: A dataset containing 95 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Antheraea yamamai",
 "Country is Germany",
 "HasCoordinate is true"
 ]
}

 The dataset includes 95 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003961-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17028/rd.lboro.30128572
title: Supplementary information files for "A controlled early-exercise rehabilitation program commencing within 48 h of a sports-related concussion improves recovery in UK student-athletes: a prospective cohort study"

description: Supplementary files for article "A controlled early-exercise rehabilitation program commencing within 48 h of a sports-related concussion improves recovery in UK student-athletes: a prospective cohort study"<br><br><b>Objectives</b>Explore if implementing an individualised Sub-Symptom Heart Rate Threshold (SSHeRT) rehabilitation program within 48 hours versus physical rest for 14 days affects recovery following SRC in university-aged student-athletes.<b>Design</b>Prospective, observational cohort study.<b>Methods</b>Two UK university-aged student-athlete rugby union cohorts were compared (Physical Rest Group (PRG), n = 140, July 2019–March 2020 and Controlled Early-Exercise Group (CEG), n = 167, July 2021–April 2023). Both groups completed the test battery (Post-Concussion Symptom Scale (PCSS), Immediate Post-Concussion and Cognitive Test (ImPACT), Vestibular-Ocular Motor Screening Tool (VOMS)) during pre-season to provide a baseline and within 48 hours, at 4, 8, 14-days post-SRC and at Return to Play (RTP). The PRG (n = 42) physically rested for 14 days as per the nationwide community guidelines. The CEG (n = 52) followed the SSHeRT rehabilitation program. Individual change to baseline was used in all analyses.<b>Results</b>The CEG performed better on ImPACT's verbal memory at 4 (PRG; − 5.5 (− 10.8–0.0), CEG; 1.0 (− 2.0–10.5), p <i>=</i> 0.05) and 14 days (PRG; − 2.0 (− 10.0–3.0), CEG; 4.0 (− 1.0–11.0), p <i>=</i> 0.05) and on the VOMS at 4 (PRG; 3.0 (0.0–12.0), CEG; 0.0 (0.0–5.0), p <i>=</i> 0.03, OR; 2.910) and 14-days post-SRC (PRG; 0.0 (0.0–1.0), CEG; 0.0 (0.0–0.0), OR; 5.914). Near point convergence was better at all time points for the CEG. The CEG was 26.7 % more likely to have RTP within 30 days, and 6.7 and 5.1 times more likely to have resumed non-contact and contact academic activities by 4 days.<b>Conclusions</b>SSHeRT is safe, can be used within 48 hours of a SRC and may hasten university-aged student-athletes recovery following an SRC.<br><br>©The Author(s) CC BY 4.0
DOI: 10.17028/rd.lboro.30128572.v1
title: Supplementary information files for "A controlled early-exercise rehabilitation program commencing within 48 h of a sports-related concussion improves recovery in UK student-athletes: a prospective cohort study"

description: Supplementary files for article "A controlled early-exercise rehabilitation program commencing within 48 h of a sports-related concussion improves recovery in UK student-athletes: a prospective cohort study"<br><br><b>Objectives</b>Explore if implementing an individualised Sub-Symptom Heart Rate Threshold (SSHeRT) rehabilitation program within 48 hours versus physical rest for 14 days affects recovery following SRC in university-aged student-athletes.<b>Design</b>Prospective, observational cohort study.<b>Methods</b>Two UK university-aged student-athlete rugby union cohorts were compared (Physical Rest Group (PRG), n = 140, July 2019–March 2020 and Controlled Early-Exercise Group (CEG), n = 167, July 2021–April 2023). Both groups completed the test battery (Post-Concussion Symptom Scale (PCSS), Immediate Post-Concussion and Cognitive Test (ImPACT), Vestibular-Ocular Motor Screening Tool (VOMS)) during pre-season to provide a baseline and within 48 hours, at 4, 8, 14-days post-SRC and at Return to Play (RTP). The PRG (n = 42) physically rested for 14 days as per the nationwide community guidelines. The CEG (n = 52) followed the SSHeRT rehabilitation program. Individual change to baseline was used in all analyses.<b>Results</b>The CEG performed better on ImPACT's verbal memory at 4 (PRG; − 5.5 (− 10.8–0.0), CEG; 1.0 (− 2.0–10.5), p <i>=</i> 0.05) and 14 days (PRG; − 2.0 (− 10.0–3.0), CEG; 4.0 (− 1.0–11.0), p <i>=</i> 0.05) and on the VOMS at 4 (PRG; 3.0 (0.0–12.0), CEG; 0.0 (0.0–5.0), p <i>=</i> 0.03, OR; 2.910) and 14-days post-SRC (PRG; 0.0 (0.0–1.0), CEG; 0.0 (0.0–0.0), OR; 5.914). Near point convergence was better at all time points for the CEG. The CEG was 26.7 % more likely to have RTP within 30 days, and 6.7 and 5.1 times more likely to have resumed non-contact and contact academic activities by 4 days.<b>Conclusions</b>SSHeRT is safe, can be used within 48 hours of a SRC and may hasten university-aged student-athletes recovery following an SRC.<br><br>©The Author(s) CC BY 4.0
DOI: 10.25345/c5ft8dz0c
title: MassIVE MSV000099170 - The effects of SidL and torin1-treatment on metabolites in vitro and in cells
title: Dataset 1: Targeted single-ion monitoring of SidL precursors and products in in vitro enzyme reactions. Dataset 2: Untargeted full-scan metabolomics of HEK293T cells expressing SidL variants, GFP, and/or after treatment with mTOR inhibitor torin1.
DOI: 10.15468/dl.ssf7ar
title: Occurrence Download

description: A dataset containing 127 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Antheraea yamamai",
 "Country is Croatia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 127 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003960-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.13012/b2idb-6303290_v1
title: Data from Generation of a Selectable Marker Free, Highly Expressed Single Copy Locus as Landing Pad for Transgene Stacking in Sugarcane

description: Sugarcane, a tropical C4 grass in the genus Saccharum (Poaceae), accounts for nearly 80% of sugar produced worldwide and is also an important feedstock for biofuel production. Generating transgenic sugarcane with predictable and stable transgene expression is critical for crop improvement. In this study, we generated a highly expressed single copy locus as landing pad for transgene stacking. Transgenic sugarcane lines with stable integration of a single copy nptII expression cassette flanked by insulators supported higher transgene expression along with reduced line to line variation when compared to single copy events without insulators by NPTII ELISA analysis. Subsequently, the nptII selectable marker gene was efficiently excised from the sugarcane genome by the FLPe/FRT site-specific recombination system to create selectable marker free plants. This study provides valuable resources for future gene stacking using site-specific recombination or genome editing tools.
DOI: 10.15468/dl.54b2za
title: Occurrence Download

description: A dataset containing 71575 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (China, Hong Kong, Chinese Taipei, Macao)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Platalea minor"
 ]
}

 The dataset includes 71575 records from 27 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003907-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17122187
title: Code and pre-processed data for figure reproducibility of the manuscript 'Spatiotemporal dynamics of tumour microenvironment remodelling' Lisek*, Theurillat*, Pentimalli* et al., bioRxiv 2025

description: The raw data can be downloaded from GEO (after publication) and the scripts used to process the data ('data_processing.Rmd') and  reproduce the main and supplementary figures ('figure_reproducibility.Rmd') are avaliable on GitHub (https://github.com/tpentim/spatiotemporal_dynamics/).

The data includes 12 single-nuclei and 12 high-resolution spatial transcriptomics data (Open-ST) from a murine model of triple-negative breast cancer. Tumors have been profiled in 3 biological replicates from 4 timepoints (T0: control, T1-T3: tumor).

3 Open-ST data from xenograft tumor obtained throguh transplantation in immunocompetent mice of tumor cells alone (A), tumor cells + normal fibroblasts (B) and tumor cells + myofibroblasts (C) are also included.

The processed single-nuclei and spatial objects generated with 'data_processing.Rmd' and the output of the 'figure_reproducibility.Rmd' in HTML format can be downloaded here.
DOI: 10.5281/zenodo.17122186
title: Code and pre-processed data for figure reproducibility of the manuscript 'Spatiotemporal dynamics of tumour microenvironment remodelling' Lisek*, Theurillat*, Pentimalli* et al., bioRxiv 2025

description: The raw data can be downloaded from GEO (after publication) and the scripts used to process the data ('data_processing.Rmd') and  reproduce the main and supplementary figures ('figure_reproducibility.Rmd') are avaliable on GitHub (https://github.com/tpentim/spatiotemporal_dynamics/).

The data includes 12 single-nuclei and 12 high-resolution spatial transcriptomics data (Open-ST) from a murine model of triple-negative breast cancer. Tumors have been profiled in 3 biological replicates from 4 timepoints (T0: control, T1-T3: tumor).

3 Open-ST data from xenograft tumor obtained throguh transplantation in immunocompetent mice of tumor cells alone (A), tumor cells + normal fibroblasts (B) and tumor cells + myofibroblasts (C) are also included.

The processed single-nuclei and spatial objects generated with 'data_processing.Rmd' and the output of the 'figure_reproducibility.Rmd' in HTML format can be downloaded here.
DOI: 10.15468/dl.nx47jk
title: Occurrence Download

description: A dataset containing 64250 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Europe",
 "OccurrenceStatus is Present",
 "TaxonKey is Vespa velutina nigrithorax"
 ]
}

 The dataset includes 64250 records from 158 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003873-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dx9zzd
title: Occurrence Download

description: A dataset containing 368977421 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is one of (Europe, Asia)",
 "DatasetKey is one of (EOD – eBird Observation Dataset, iNaturalist Research-grade Observations, Observation.org, Nature data from around the World)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "Year 2015-2025"
 ]
}

 The dataset includes 368977421 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003886-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mce5tf
title: Occurrence Download

description: A dataset containing 59 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Antheraea yamamai",
 "Country is Italy",
 "HasCoordinate is true"
 ]
}

 The dataset includes 59 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003964-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9mfxwx
title: Occurrence Download

description: A dataset containing 20 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Cyclocheilichthys enoplos)",
 "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 20 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003963-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17119802
title: PUDL Raw EIA Form 930 -- Hourly and Daily Balancing Authority Operations Report

description: The EIA Form 930 provides hourly demand and generation statistics by balancing area (or sub-balancing area in the case of some larger areas). These statistics include a breakdown by energy source (coal, gas, hydro, wind, solar, etc.) as well as interchange between the balancing areas, including international exchanges with Canada and Mexico. Archived from 
https://www.eia.gov/electricity/gridmonitor/

This archive contains raw input data for the Public Utility Data Liberation (PUDL)
software developed by Catalyst Cooperative. It is
organized into Frictionless
Data Packages. For additional information about this data and PUDL, see the
following resources:


  
The PUDL Repository on GitHub
  
PUDL Documentation
  
Other Catalyst Cooperative data archives
DOI: 10.5281/zenodo.15350324
title: Datasets used in "Bonsai: Tree representations for distortion-free visualization and exploratory analysis of single-cell omics data"

description: All datasets that are created or used in the publication introducing Bonsai tree-representations: "Bonsai: Tree representations for distortion-free visualization and exploratory analysis of single-cell omics data".
DOI: 10.5281/zenodo.17121400
title: Datasets used in "Bonsai: Tree representations for distortion-free visualization and exploratory analysis of single-cell omics data"

description: All datasets that are created or used in the publication introducing Bonsai tree-representations: "Bonsai: Tree representations for distortion-free visualization and exploratory analysis of single-cell omics data".
DOI: 10.15468/dl.hsfbeu
title: Occurrence Download

description: A dataset containing 431 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is India",
 "Geometry POLYGON((77.28379 7.87302,78.6955 7.77767,80.1393 10.05966,80.62056 11.94923,80.65265 13.70106,78.47091 13.35792,76.12875 13.04556,74.84537 12.48231,75.55123 10.09125,77.28379 7.87302))",
 "HasGeospatialIssue is false",
 "TaxonKey is Myrtaceae"
 ]
}

 The dataset includes 431 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003965-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17119812
title: PUDL Raw EIA Bulk API Data

description: All data made available in bulk through the EIA Open Data API, including:



the Annual Energy Outlook, the International Energy Outlook and the Short Term Energy Outlook;

aggregate national, state, and mine-level coal production statistics, including imports and exports, reciepts of coal at electric power plants, consumption and quality, market sales, reserves, and productive capacity;

U.S. electric system operating data;

aggregate national, state, and plant-level electricity generation statistics, including fuel quality and consumption, for grid-connectedplants with nameplate capacity of 1 megawatt or greater;

CO2 emissions aggregates, CO2 emissions and carbon coefficients by fuel, state, and sector;

International Energy System (IES) data containing production, reserves, consumption, capacity, storage, imports, exports, and emissions time series by country for electricity, petroleum, natural gas, coal, nuclear, and renewable energy;

statistics of U.S. natural gas production, imports, exploration, pipelines, exports, prices, consumption, stocks, and reserves;

statistics of U.S. petroleum and other liquid fuel production, imports, refining, exports, prices, consumption, stocks, and reserves;

aggregate national, PADD, state, city, port, and refinery petroleum imports data for various grades of crude oil and country of origin;

state and national energy production and consumption, using survey and estimates to create comprehensive state energy statistics and flows;

U.S. total energy production, prices, carbon dioxide emissions, and consumption of energy from all sources by sector.


Archived from https://www.eia.gov/opendata/bulkfiles.php. The Annual Energy Outlook data is also archived separately here.

This archive contains raw input data for the Public Utility Data Liberation (PUDL) software developed by Catalyst Cooperative. At present, PUDL integrates only a few specific data series related to fuel receipts and costs figures from the Bulk Electricity API. It is organized into Frictionless Data Packages. For additional information about this data and PUDL, see the following resources:



The PUDL Repository on GitHub

PUDL Documentation

Other Catalyst Cooperative data archives
DOI: 10.15468/dl.jw46hv
title: Occurrence Download

description: A dataset containing 64252 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Europe",
 "TaxonKey is Vespa velutina nigrithorax"
 ]
}

 The dataset includes 64252 records from 158 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003919-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17119793
title: EIA STEO -- Short-Term Energy Outlook

description: The Short Term Energy Outlook is a monthly report of the U.S. Energy Information Administration with forecasts and history of energy production, consumption, and trade for electricity, petroleum, natural gas, coal, nuclear, and renewable sources. Archived from 
https://www.eia.gov/outlooks/steo/

This archive contains raw input data for the Public Utility Data Liberation (PUDL)
software developed by Catalyst Cooperative. It is
organized into Frictionless
Data Packages. For additional information about this data and PUDL, see the
following resources:


  
The PUDL Repository on GitHub
  
PUDL Documentation
  
Other Catalyst Cooperative data archives
DOI: 10.15468/dl.bdb3h7
title: Occurrence Download

description: A dataset containing 140 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Saussurea weberi"
 ]
}

 The dataset includes 140 records from 26 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003967-250914085247600/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.cc2lmpkh
title: CCDC 2402207: Experimental Crystal Structure Determination

description: Related Article: Thomas Pickl, Patrick Mollik, Markus R. Anneser, Florian Sixt, Korbinian Geißer, Oksana Storcheva, Dominik P. Halter, Alexander Pöthig |2025|Chem.-Eur.J.|31|e202500775|doi:10.1002/chem.202500775
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: 10.15468/dl.j6vs6u
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Samia cynthia",
 "Country is Austria",
 "HasCoordinate is true"
 ]
}

 The dataset includes 6 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003968-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.th8kqc
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Samia cynthia",
 "Country is Canada",
 "HasCoordinate is true"
 ]
}

 The dataset includes 7 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003969-250914085247600/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.cc2m6pp7
title: CCDC 2419509: Experimental Crystal Structure Determination

description: Related Article: Thomas Pickl, Patrick Mollik, Markus R. Anneser, Florian Sixt, Korbinian Geißer, Oksana Storcheva, Dominik P. Halter, Alexander Pöthig |2025|Chem.-Eur.J.|31|e202500775|doi:10.1002/chem.202500775
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: 10.15468/dl.p8dcem
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003970-250914085247600/datasets/export for details.