cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.31124614.v1
title: ANN-based optimization of TPMS diamond sandwich structures for lightweight battery enclosure in electric vehicles

description: Electric conversion vehicles offer a promising solution for transforming internal combustion engine (ICE) platforms into electric mobility, where battery safety and structural efficiency are key challenges. This study introduces a novel application of triply periodic minimal surface (TPMS) Diamond-type cores in lightweight sandwich structures for vehicle battery pack enclosures. To overcome computational limitations in simulation-based optimization, an artificial neural network (ANN) surrogate modeling framework was developed to predict structural deformation and mass responses from finite element (FE) data. The ANN models were integrated with multi-objective optimization using the non-dominated sorting genetic algorithm II, with optimal designs selected <i>via</i> TOPSIS methodology. Key design variables included core and face sheet thicknesses and TPMS unit cell length, targeting simultaneous minimization of deformation and mass. Results demonstrate that reducing upper plate thickness significantly decreases mass, while increasing unit cell length and minimizing TPMS wall thickness enhances energy absorption within displacement constraints. The optimized TPMS sandwich structure achieves 43.6% weight reduction compared to conventional steel enclosures while maintaining crashworthiness under impact speeds up to 95 km/h. This work demonstrates the transformative potential of combining TPMS geometries with machine learning-based optimization for developing lightweight, energy-absorbing structures in electric vehicle (EV) applications.
DOI: 10.3217/52nz0-cch75
title: Replication Data for: Alternative Sorptionsmittel für Absorptionswärmepumpen
title: Stoffeigenschaften von IL und DES sowie Betriebsverhalten im "gläsernen Demonstrator"

description: This dataset contains the data of the publication:
Wernhart, M., Steinwender, E., Rieberer, R., Weinzettl, C., Kienberger, M., Damm, M., Kalb, R., Otto, M., Kemmerzehl, C. (2025). Alternative Sorptionsmittel für Absorptionswärmepumpen: Stoffeigenschaften von IL und DES sowie Betriebsverhalten im "gläsernen Demonstrator", in Proc. Deutsche Kälte-Klima-Tagung 2025, Magdeburg, Germany, 2025/11/20-2025/11/21
--------------------------
METHODOLOGICAL INFORMATION
--------------------------
This conference paper analyzes experimentally determined material properties (e.g., thermal stability, corrosion behavior, heat capacity, contact angle) of the material pairs H2O/[EMIM][MeSO3] and H2O/Betain:Glycerol. In addition, the thermal and flow characteristics of H2O/[EMIM][MeSO3] are evaluated in the closed absorption heat pump process of a "glass demonstrator." In both cases, H2O/LiBr is used as a benchmark.The corresponding measurement data and evaluated results are separatly given.
DOI: 10.3217/kr7jz-58d64
title: Replication Data for: Alternative Sorptionsmittel für Absorptionswärmepumpen
title: Stoffeigenschaften von IL und DES sowie Betriebsverhalten im "gläsernen Demonstrator"

description: This dataset contains the data of the publication:
Wernhart, M., Steinwender, E., Rieberer, R., Weinzettl, C., Kienberger, M., Damm, M., Kalb, R., Otto, M., Kemmerzehl, C. (2025). Alternative Sorptionsmittel für Absorptionswärmepumpen: Stoffeigenschaften von IL und DES sowie Betriebsverhalten im "gläsernen Demonstrator", in Proc. Deutsche Kälte-Klima-Tagung 2025, Magdeburg, Germany, 2025/11/20-2025/11/21
--------------------------
METHODOLOGICAL INFORMATION
--------------------------
This conference paper analyzes experimentally determined material properties (e.g., thermal stability, corrosion behavior, heat capacity, contact angle) of the material pairs H2O/[EMIM][MeSO3] and H2O/Betain:Glycerol. In addition, the thermal and flow characteristics of H2O/[EMIM][MeSO3] are evaluated in the closed absorption heat pump process of a "glass demonstrator." In both cases, H2O/LiBr is used as a benchmark.The corresponding measurement data and evaluated results are separatly given.
DOI: 10.15468/dl.ya7z56
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Kazakhstan",
 "Geometry POLYGON((57.35277 40.24421,93.64723 40.24421,93.64723 54.75579,57.35277 54.75579,57.35277 40.24421))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Delphinium sauricum"
 ]
}

 The dataset includes 3 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004776-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.13140/rg.2.2.30664.17928
title: METABOLITES OF FLAVOCILLIN
DOI: 10.15468/dl.t6fht2
title: Occurrence Download

description: A dataset containing 270233 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Entomological Collections (NHRS), Swedish Museum of Natural History (NRM)"
 ]
}

 The dataset includes 270233 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004765-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18337997
title: Daten der Notaufnahmesurveillance

description: Der Datensatz "Daten der Notaufnahmesurveillance" wird durch das Robert Koch-Institut und das AKTIN-Notaufnahmeregister bei Krankenhausaufnahmen bereitgestellt. Der Datensatz beinhaltet aggregierte Routinedaten aus deutschen Notaufnahmen zur syndromischen Überwachung von akuten Erkrankungen. Dazu zählen grippeähnliche Erkrankungen (ILI), Coronavirus-Erkrankungen (COVID-19), akute respiratorische Erkrankungen (ARE), gastrointestinale Infektionen (GI) und schwere akute respiratorische Infektionen (SARI). Dabei wird der relative Anteil dieser Erkrankungen an der Gesamtzahl der Notaufnahmevorstellungen sowie die berechneten Erwartungswerte und Prädiktionsintervalle ausgewiesen. Die Daten sind nach Notaufnahmetypen und Altersgruppen aggregiert. Damit bietet der Datensatz eine wertvolle Ressource für die Forschung im Bereich der Notfallmedizin und der Überwachung akuter Gesundheitsereignisse in Deutschland.
DOI: 10.71687/avid.ksa.114
title: KMD Structura Byggesag (2007-2024)

description: Formål:
Understøtte kommuners håndtering af byggesagsbehandling

Indhold:
Det centrale i KMD Structura Byggesag er registrering af sagen. Til denne kan der være knyttet matrikel, ejendom, bygning og enhed, som findes i BBR og ESR. Endvidere er der en række interessenter, bl.a. ejer, ansøger, gebyrbetaler og øvrige. Til hver sag er også knyttet en række aktiviteter, som skal gennemføres i forbindelse med sagsbehandlingen. Til hver sagsart kan der knyttes en skabelonsag, der foruddefinerer en række aktiviteter. Til hver sag kan knyttes en delsag, som bruges til opdeling af sagen. Delsager kan dels bruges hvor en sag berører flere ejendomme. f.eks. appropriationssager og kloaksager og dels til større sager hvor der f.eks. gives gravetilladelse før den egentlige byggetilladelse. I KMD Structura Byggesag er data fra forgængersystemerne BGS og BGS+ 1989-2006 konverteret ind.
DOI: 10.15468/dl.ekcxce
title: Occurrence Download

description: A dataset listing the 2412061 species recorded in GBIF matching the query:
{
 "and" : [
 "Continent is one of (Antarctica, Asia, Europe, North America)",
 "OccurrenceStatus is Present"
 ]
}

 The dataset's 2412061 records were derived from 60106 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004762-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.txup9m
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Herwigia kreffti (Nielsen & Larsen, 1970)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((-8.8018 33.6743,-9.0352 33.4562,-9.0352 28.8496,-0.0352 28.8496,-0.0352 36.4794,-0.2209 36.3968,-1.3537 36.1876,-1.6551 35.769,-2.0234 35.5842,-2.5138 35.6803,-2.6212 36.2387,-2.9881 36.451,-3.4424 36.249,-3.506 35.7605,-4.4004 35.671,-4.7609 35.8337,-4.8512 36.1709,-5.2296 36.4083,-6.2415 36.1841,-7.168 34.4152,-8.8018 33.6743))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009855-250525065834625/datasets/export for details.
DOI: 10.15468/dl.dcq2u3
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is BOLD:AEH4270"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007174-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9tcjm3
title: Occurrence Download

description: A dataset containing 3032 species occurrences available in GBIF matching the query:
{
 "and" : [
 "PublishingOrg is 3dc9105b-6792-4d2f-8872-c60dded8ae20",
 "TaxonKey is Animalia"
 ]
}

 The dataset includes 3032 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006781-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25345/c5tt4g645
title: MassIVE MSV000100012 - Aerobic catabolism of isobutylene by Mycolicibacterium sp. ELW1 requires plasmid-borne ibc genes
title: Shotgun proteomic analysis was performed on batch cultures of strain Mycolicibacterium sp. ELW1 grown on IB (10%, v/v, gas phase) or fructose (final concentration ~10 mM) in MSM media. Cells grown to ~mid log phase in a dark shaking incubator (150 rpm; at 30C). Bacterial pellets (sample sizes IB-grown: n=3 and fructose-grown: n=3) were submitted to the UC Davis Proteomics Core Facility for protein extraction, digestion, and liquid chromatography tandem mass spectrometry (LC-MS/MS) using a timsTOF HT/EvoSep. Raw data files along with the differential expression analysis are provided. The results (.sne file) can be found at https://doi.org/10.5281/zenodo.16985746.
DOI: 10.5281/zenodo.17645290
title: Temporal Land Cover Classification and Change Deteciton Samples

description: This dataset provides a collection of high-quality training and validation samples used for long-term land cover classification and change detection in different area (mainly in Hunan Province, China (1990–2023)). The sample set was developed for the Multi-Task UNet for Temporal Classification and Change Detection (MTUTC) model, which integrates annual land cover classification and structured change detection from multi-decadal Landsat time series.

The dataset contains manually interpreted and quality-controlled sample points across twelve representative regions covering six major land cover types: forest, cropland, grassland, water, bare land, and impervious surface. Each sample includes multi-temporal spectral features (Landsat reflectance bands), annotated land cover labels, and change/non-change indicators to support temporal modeling. The samples were generated using a combination of public reference data, high-resolution imagery, and expert visual interpretation to ensure temporal consistency and spatial representativeness.

This dataset can be freely used for training deep learning models, benchmarking temporal land cover classification, validating change detection methods, or supporting studies on landscape dynamics, ecological monitoring, and carbon storage assessment.
DOI: 10.5281/zenodo.17645291
title: Temporal Land Cover Classification and Change Deteciton Samples

description: This dataset provides a collection of high-quality training and validation samples used for long-term land cover classification and change detection in different area (mainly in Hunan Province, China (1990–2023)). The sample set was developed for the Multi-Task UNet for Temporal Classification and Change Detection (MTUTC) model, which integrates annual land cover classification and structured change detection from multi-decadal Landsat time series.

The dataset contains manually interpreted and quality-controlled sample points across twelve representative regions covering six major land cover types: forest, cropland, grassland, water, bare land, and impervious surface. Each sample includes multi-temporal spectral features (Landsat reflectance bands), annotated land cover labels, and change/non-change indicators to support temporal modeling. The samples were generated using a combination of public reference data, high-resolution imagery, and expert visual interpretation to ensure temporal consistency and spatial representativeness.

This dataset can be freely used for training deep learning models, benchmarking temporal land cover classification, validating change detection methods, or supporting studies on landscape dynamics, ecological monitoring, and carbon storage assessment.
DOI: 10.15468/dl.whap7v
title: Occurrence Download

description: A dataset containing 116 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Conura amoena"
 ]
}

 The dataset includes 116 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006782-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.p6ajde
title: Occurrence Download

description: A dataset containing 123173 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Continent is North America",
 "Country is Mexico",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "StateProvince is one of (SAN LUIS POTOSI0, SAN LUIS POTOSI?, San Luis Potosi, san luis potos¡, san luis potos, san Luis Potosí, san Luis Potosi, San luis potosí, San luis potosi state, San luis potosi, San luis Potosí, San luis Potosi, San Luis potosí, San Luis Potosï, San Luis Potosí (SL), San Luis PotosÌ_, San Luis PotosÌ, San Luis PotosÃ­, San Luis Potos¡, San Luis Potos?, San Luis Potos, San Luis Potosi, San Luis Potosi?, San Luis Potosi', San Luis Potosi (State), San Luis Potosf, San Luis Potos?)"
 ]
}

 The dataset includes 123173 records from 531 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006767-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2t8mt9
title: Occurrence Download

description: A dataset containing 792802 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Eleocharis R.Br."
 ]
}

 The dataset includes 792802 records from 2843 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001181-250424135625364/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zar6ek
title: Occurrence Download

description: A dataset containing 5780 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Issue is one of (Coordinate reprojected, The taxon concept ID was not used in backbone matching, The taxon ID was not used in backbone matching, Continent derived from coordinates, The scientific name ID was not used in backbone matching, Coordinate rounded, Country derived from coordinates)",
 "OccurrenceStatus is Present",
 "TaxonKey is Gyps himalayensis Hume, 1869",
 "Year 1970-2015"
 ]
}

 The dataset includes 5780 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001440-250424135625364/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25919/zmjm-kx13
title: Parkes observations for project PX500 semester 2025APRS_04

description: This proposal relates to time purchased by the Chinese Academy of Sciences for Parkes follow-up confirmation and timing of FAST discoveries. As the observing time has been purchased this proposal (and the related PX501) does not require TAC grading. The primary reason for submitting a proposal is to ensure an outreach statement and that the proposal is entered into OPAL for the data archive to access. The Chinese team have two time requests. The time scheduled for the first, relating to this proposal, will be allocated in blocks of 24 hours and the data will become available in the data archive with an 18 month embargo period. The second type of time will be scheduled in shorter blocks and the data archived with a 10 year embargo.
DOI: 10.15468/dl.7kkxa3
title: Occurrence Download

description: A dataset containing 63 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Red Sea Cetacean Review - Strandings"
 ]
}

 The dataset includes 63 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001441-250424135625364/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hm9579
title: Occurrence Download

description: A dataset containing 327081 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-78.75607 -1.28909,-78.57517 -1.62253,-78.23463 -1.68283,-77.93312 -1.57287,-77.67772 -1.38132,-77.61387 -1.12237,-77.74512 -0.92018,-77.90829 -0.78184,-78.07501 -0.94501,-78.12467 -1.20751,-78.41199 -1.16139,-78.68158 -1.07981,-78.80219 -1.17913,-78.75607 -1.28909))",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 327081 records from 454 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013713-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.twpnkg
title: Occurrence Download

description: A dataset containing 12646 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Asia",
 "Geometry POLYGON((58.47733 38.25881,75.86684 0.64468,95.54341 6.15913,98.80194 5.65782,104.44174 -2.11253,113.34006 8.79103,119.10516 9.29235,126.37421 2.90059,132.13933 9.04169,154.19714 55.91454,125.62225 39.74716,112.83874 46.76555,99.05261 43.50702,81.75728 37.49125,58.47733 38.25881))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Youngia japonica"
 ]
}

 The dataset includes 12646 records from 169 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0031050-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mjtjgj
title: Occurrence Download

description: A dataset containing 28569 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United States of America",
 "GadmGid is one of (USA.41_1, USA.11_1, USA.34_1, USA.10_1)",
 "TaxonKey is Odocoileus virginianus"
 ]
}

 The dataset includes 28569 records from 30 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0031049-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bueuvx
title: Occurrence Download

description: A dataset containing 18883 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is one of (North America, South America)",
 "PublishingOrg is one of (ff90b050-c256-11db-b71b-b8a03c50a862, 90fd6680-349f-11d8-aa2d-b8a03c50a862, bc092ff0-02e4-11dc-991f-b8a03c50a862, 061b4f20-f241-11da-a328-b8a03c50a862, ae447c50-b8a8-11d8-92a4-b8a03c50a862)",
 "TaxonKey is Bauhinia"
 ]
}

 The dataset includes 18883 records from 96 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0031048-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.29209644
title: Patient, caregiver experiences in metastatic castration-resistant prostate cancer: insights from a multi-national survey

description: Patients with metastatic castration-resistant prostate cancer (mCRPC) and caregivers were surveyed to understand their attitudes, emotions, and experiences with the disease, its treatments, and their willingness to explore genetic testing. A non-interventional, cross-sectional, online, quantitative-qualitative survey was conducted from 17-February to 9March 2022 among patients (≥21-years old) with mCRPC (diagnosis for ≥3-months) and caregivers. A total of 221 patients with mCRPC and 159 caregivers from USA, France, Germany, Canada, Spain, China, and Brazil were surveyed. mCRPC impacts mood, emotional and mental health (50–77%), sleep (48–68%), career goals (48–80%), and social activities (46–65%). Primary symptoms/side effects are urination issues (trouble urinating: 33–60%; painful/burning urination: 32–50%, frequent urination: 27–50%) and sexual dysfunction (lower libido: 10–57%), which impact romantic relationships. Caregivers often spouses or partners, provide practical, financial, and emotional support, averaging 11 hours/week of providing care. Patients face high treatment and pill burden (7–12 pills/day) and prefer simpler treatment regimens. Hope motivates patients and genetic testing is one such avenue of hope. mCRPC is a life-changing diagnosis with physical, psychological, and financial burdens. By encouraging early genetic testing and fostering patient-centered conversation, HCPs can provide personalized care for optimized treatment outcomes in mCRPC. This study assessed the experiences of people living with metastatic castration-resistant prostate cancer (mCRPC) – a type of advanced prostate cancer that may not respond to certain treatments – and the caregivers who support such individuals. Researchers surveyed patients and caregivers in seven countries to better understand how mCRPC affects daily life and how they feel about treatments and genetic testing. The results showed that mCRPC has a major impact on many areas of life, including mood, mental health, sleep, career goals, and social activities. Common symptoms include problems with urination and trouble with sex, which also affect romantic relationships. Most caregivers were spouses or partners who provided both emotional and financial support, spending an average of 11 hours each week helping their loved ones. Patients take many pills daily and generally prefer simpler treatment routines. Despite the challenges, many patients remain hopeful, and some see genetic testing as a promising option for more personalized treatment. In conclusion, mCRPC affects physical health, mental well-being and finances of both patients and caregivers. Encouraging early genetic testing and supportive conversations between patients and healthcare providers may lead to better treatment experiences and outcomes.