cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.p3svzm
title: Occurrence Download

description: A dataset containing 10 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Cephalomappa sinensis, Cephalomappa sinensis (Chun & F.C.How) Kosterm., Cephalomappa sinensis, Cephalomappa sinensis (Chun & F.C.How) Kosterm., Cephalomappa sinensis (Chun & F.C.How) Kosterm., Cephalomappa sinensis (Chun & F.C.How) Kosterm., Cephalomappa sinensis (Chun & How) Kosterm., Cephalomappa sinensis (Chun & F.C.How) Kosterm., 186551007, Cephalomappa sinensis (Chun & F.C.How) Kosterm., Muricococcum sinense Chun & F.C.How, Muricococcum sinense Chun & F.C.How, Muricococcum sinense Chun & F.C.How, Muricococcum sinense Chun & F.C.How, Muricococcum sinense Chun & F.C.How, Muricococcum sinense Chun & F.C.How)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Living Specimen, Machine Observation, Literature Occurrence)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 10 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0242365-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7yxhxe
title: Occurrence Download

description: A dataset containing 4789734 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Occurrence evidence, Human Observation, Observation)",
 "Country is France",
 "GadmGid is FRA",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Lepidoptera",
 "Year 1000-2022"
 ]
}

 The dataset includes 4789734 records from 3149 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0254360-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/rbk-d4q-avx
title: Bythiospeum clessini (Weinland, 1883)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/zf1-xas-p1s
title: Bellastraea aurea (Jonas, 1844)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/btm-wrl-7pb
title: Pomatias elegans (O. F. Müller, 1774)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/l7n-990-efx
title: Hiatella arctica (Linnaeus, 1767)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/101-1zn-8dg
title: Patelloida alticostata (Angas, 1865)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/27z-x1c-tby
title: Rolleia martensi (Maltzan, 1888)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ma1-mtn-4ze
title: Callista chione (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/slf-mqq-ytj
title: Nerita incerta von dem Busch, 1844

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/297-q2c-l6m
title: Littoraria scabra (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/y9s-pns-80g
title: Tulotoma magnifica (Conrad, 1834)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/k3e-d60-3d4
title: Geophorus acutus (L. Pfeiffer, 1849)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/34c-xs8-30e
title: Moerella donacina (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/cdq-j6y-g3w
title: Nerita undata Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/9g1-tnc-x96
title: Abida W. Turton, 1831

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/wwc-qyj-57f
title: Stenothyra fasciata Brandt, 1968

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.15468/dl.ru39nn
title: Occurrence Download

description: A dataset containing 967345 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Europe",
 "OccurrenceStatus is Present",
 "TaxonKey is Sus scrofa"
 ]
}

 The dataset includes 967345 records from 2952 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009013-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nddyhr
title: Occurrence Download

description: A dataset containing 327 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Trachemys scripta",
 "Country is Brazil",
 "HasCoordinate is true"
 ]
}

 The dataset includes 327 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0045981-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sukvph
title: Occurrence Download

description: A dataset containing 17 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cherax quadricarinatus",
 "Country is Ecuador",
 "HasCoordinate is true"
 ]
}

 The dataset includes 17 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0045980-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.k76ujd
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Paratherina striata)",
 "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 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0045982-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.p59cgw
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cycloloma atriplicifolium",
 "Country is Netherlands",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0045983-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rvpenp
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0045984-250717081556266/datasets/export for details.
DOI: 10.5281/zenodo.16421807
title: Dataset related to article: Generation of an induced pluripotent stem cell line (UCLi026-A) from a patient with ADCY5-related disease carrying the heterozygous variant c.1253G > A; (p. Arg418Gln)

description: Sanger sequencing (.abi files) of ADCY5 patient.
DOI: 10.5281/zenodo.16421808
title: Dataset related to article: Generation of an induced pluripotent stem cell line (UCLi026-A) from a patient with ADCY5-related disease carrying the heterozygous variant c.1253G > A; (p. Arg418Gln)

description: Sanger sequencing (.abi files) of ADCY5 patient.
DOI: 10.17632/mf3js5ngp8
title: Effect of Rope Skipping on Health Promotion in Female College students：An Empirical Study

description: based on the realistic needs of college girls physical and mental health development, this study adopted quasi-experimental design to systematically explore the multi-dimensional promotion effect of rope skipping on college girls physical and mental health. 120 female students in a university were selected as the research objects, and structured rope skipping intervention was conducted for 60 minutes each time, 3 times a week for 16 weeks. Body composition, cardiopulmonary function and exercise quality were detected by combining physiological indexes. The psychological scale was evaluated by depression-anxiety-stress scale, body satisfaction questionnaire and exercise pleasure scale to comprehensively analyze the health promotion mechanism of rope skipping. The results showed that after 16 weeks of intervention, the maximum oxygen intake of girls in the experimental group increased by 13.2%, the percentage of body fat decreased by 3.2%, the waist circumference decreased by 4.2 cm, the muscle mass increased by 1.2 kg, the explosive force of lower limbs increased by 12.5%, and the static balance ability increased by 40%. At the psychological level, the anxiety level decreased by 34.5%, the body satisfaction increased by 27.3%, and the exercise pleasure was significantly enhanced. This study provides empirical evidence for the reform of college physical education curriculum, confirms that rope skipping is a high-quality sports event with both fitness effect and female adaptability, and suggests that it should be popularized and applied in college physical education.
DOI: 10.17632/mf3js5ngp8.1
title: Effect of Rope Skipping on Health Promotion in Female College students：An Empirical Study

description: based on the realistic needs of college girls physical and mental health development, this study adopted quasi-experimental design to systematically explore the multi-dimensional promotion effect of rope skipping on college girls physical and mental health. 120 female students in a university were selected as the research objects, and structured rope skipping intervention was conducted for 60 minutes each time, 3 times a week for 16 weeks. Body composition, cardiopulmonary function and exercise quality were detected by combining physiological indexes. The psychological scale was evaluated by depression-anxiety-stress scale, body satisfaction questionnaire and exercise pleasure scale to comprehensively analyze the health promotion mechanism of rope skipping. The results showed that after 16 weeks of intervention, the maximum oxygen intake of girls in the experimental group increased by 13.2%, the percentage of body fat decreased by 3.2%, the waist circumference decreased by 4.2 cm, the muscle mass increased by 1.2 kg, the explosive force of lower limbs increased by 12.5%, and the static balance ability increased by 40%. At the psychological level, the anxiety level decreased by 34.5%, the body satisfaction increased by 27.3%, and the exercise pleasure was significantly enhanced. This study provides empirical evidence for the reform of college physical education curriculum, confirms that rope skipping is a high-quality sports event with both fitness effect and female adaptability, and suggests that it should be popularized and applied in college physical education.
DOI: 10.17632/hgf5vfhgfr
title: Environmental DNA (eDNA) Metabarcoding Dataset from Urban and Protected Coastal Waters in Jakarta Bay, Indonesia

description: This dataset contains raw and filtered read sequences generated through environmental DNA (eDNA) metabarcoding of marine water samples collected from four sites in Jakarta Bay, Indonesia. These include two urban-impacted locations (Tanjung Priok Port and Untung Jawa Island) and two sites within the Seribu Islands National Marine Park (Pramuka and Harapan Islands). Water samples were collected in triplicate at each site, and eDNA was extracted using the Qiagen DNeasy Blood and Tissue Kit protocol. PCR amplification targeted the mitochondrial cytochrome c oxidase subunit I (COI) gene using universal primers. Sequencing was performed on the Illumina MiSeq platform, and sequence processing followed the MBRAVE pipeline with taxonomic assignment referencing BOLD and NCBI databases.

This dataset supports the manuscript entitled "Urbanization Reshapes Marine Biodiversity: eDNA Insights from Jakarta Bay", submitted to Scientific Reports.
DOI: 10.17632/hgf5vfhgfr.1
title: Environmental DNA (eDNA) Metabarcoding Dataset from Urban and Protected Coastal Waters in Jakarta Bay, Indonesia

description: This dataset contains raw and filtered read sequences generated through environmental DNA (eDNA) metabarcoding of marine water samples collected from four sites in Jakarta Bay, Indonesia. These include two urban-impacted locations (Tanjung Priok Port and Untung Jawa Island) and two sites within the Seribu Islands National Marine Park (Pramuka and Harapan Islands). Water samples were collected in triplicate at each site, and eDNA was extracted using the Qiagen DNeasy Blood and Tissue Kit protocol. PCR amplification targeted the mitochondrial cytochrome c oxidase subunit I (COI) gene using universal primers. Sequencing was performed on the Illumina MiSeq platform, and sequence processing followed the MBRAVE pipeline with taxonomic assignment referencing BOLD and NCBI databases.

This dataset supports the manuscript entitled "Urbanization Reshapes Marine Biodiversity: eDNA Insights from Jakarta Bay", submitted to Scientific Reports.
DOI: 10.15468/dl.ag6q43
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cherax quadricarinatus",
 "Country is Jamaica",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0045985-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.s237nx
title: Occurrence Download

description: A dataset containing 51 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cherax quadricarinatus",
 "Country is Mexico",
 "HasCoordinate is true"
 ]
}

 The dataset includes 51 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0045986-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/jn4c78gtjg
title: Efficacy and Safety of Tumour Necrosis Factor alpha inhibitors for Generalized Pustular Psoriasis of Pregnancy: A Review of Reported Cases

description: Generalized pustular psoriasis (GPP) is a rare, severe neutrophilic dermatosis characterized by sterile pustules on erythematous skin. When triggered or worsened by pregnancy, it is termed GPP of pregnancy (GPPP), or impetigo herpetiformis (IH), and can be life-threatening for both mother and fetus.1 Despite its severity, evidence on the safety and efficacy of treatments, particularly biologic agents, remains limited. Here, we review reported cases of GPPP treated with TNF-α inhibitors to help assess their clinical utility in pregnancy.
DOI: 10.17632/jn4c78gtjg.1
title: Efficacy and Safety of Tumour Necrosis Factor alpha inhibitors for Generalized Pustular Psoriasis of Pregnancy: A Review of Reported Cases

description: Generalized pustular psoriasis (GPP) is a rare, severe neutrophilic dermatosis characterized by sterile pustules on erythematous skin. When triggered or worsened by pregnancy, it is termed GPP of pregnancy (GPPP), or impetigo herpetiformis (IH), and can be life-threatening for both mother and fetus.1 Despite its severity, evidence on the safety and efficacy of treatments, particularly biologic agents, remains limited. Here, we review reported cases of GPPP treated with TNF-α inhibitors to help assess their clinical utility in pregnancy.
DOI: 10.6084/m9.figshare.27968895
title: Data and code for: "Heat stress alters physiology and ecologically-relevant behaviors in two species of mantis shrimp (Stomatopoda)"

description: Data and code for "Heat stress alters ecologically-relevant behaviors in two species of mantis shrimp (Stomatopoda)".Two datasets are from freely-available locations, as cited in the associated manuscript. One dataset (CTMax-final-data) was collected by the authors. R code is used to analyze all associated datasets.
DOI: 10.6084/m9.figshare.27968895.v1
title: Data and code for: "Heat stress alters physiology and ecologically-relevant behaviors in two species of mantis shrimp (Stomatopoda)"

description: Data and code for "Heat stress alters ecologically-relevant behaviors in two species of mantis shrimp (Stomatopoda)".Two datasets are from freely-available locations, as cited in the associated manuscript. One dataset (CTMax-final-data) was collected by the authors. R code is used to analyze all associated datasets.
DOI: 10.15468/dl.wpenyu
title: Occurrence Download

description: A dataset containing 32 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Trachemys scripta",
 "Country is Costa Rica",
 "HasCoordinate is true"
 ]
}

 The dataset includes 32 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0045990-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/rn93pkfmff
title: PINN-Based Spatio-Temporal Workflow for Groundwater Risk Prediction and Decision Support

description: Model Introduction and Process:
Groundwater systems that sustain more than 2.5 billion people are increasingly stressed by the compound pressures of climate variability and rapid urbanisation. Traditional numerical models struggle to assimilate sparse observations and physical constraints simultaneously. We therefore develop a physics-informed neural network (PINN) that embeds the transient groundwater-flow equation directly into the loss function, achieving physically consistent hind-casts and forecasts while capturing fine-scale heterogeneity.
This code implements a Physics-Informed Neural Network (PINN) for groundwater modeling.
In this case, the PINN is designed to solve a groundwater flow problem by minimizing not only the error between its predictions and the observed data but also the error in satisfying the governing partial differential equation (PDE) for groundwater flow. This helps the model learn physically consistent solutions, even with limited data.
This full script is ready for Colab (T4 GPU or similar) and delivers state-of-the-art accuracy for physics-informed modeling of groundwater heads. Remember to change the path "/content/groundwater_pinn_dataset.csv" in Colab if directly uploaded.
DOI: 10.15468/dl.jenecd
title: Occurrence Download

description: A dataset containing 306 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Trachemys scripta",
 "Country is China",
 "HasCoordinate is true"
 ]
}

 The dataset includes 306 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0045988-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/rn93pkfmff.1
title: PINN-Based Spatio-Temporal Workflow for Groundwater Risk Prediction and Decision Support

description: Model Introduction and Process:
Groundwater systems that sustain more than 2.5 billion people are increasingly stressed by the compound pressures of climate variability and rapid urbanisation. Traditional numerical models struggle to assimilate sparse observations and physical constraints simultaneously. We therefore develop a physics-informed neural network (PINN) that embeds the transient groundwater-flow equation directly into the loss function, achieving physically consistent hind-casts and forecasts while capturing fine-scale heterogeneity.
This code implements a Physics-Informed Neural Network (PINN) for groundwater modeling.
In this case, the PINN is designed to solve a groundwater flow problem by minimizing not only the error between its predictions and the observed data but also the error in satisfying the governing partial differential equation (PDE) for groundwater flow. This helps the model learn physically consistent solutions, even with limited data.
This full script is ready for Colab (T4 GPU or similar) and delivers state-of-the-art accuracy for physics-informed modeling of groundwater heads. Remember to change the path "/content/groundwater_pinn_dataset.csv" in Colab if directly uploaded.
DOI: 10.15468/dl.hfuqbn
title: Occurrence Download

description: A dataset containing 295 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Garra cambodgiensis)",
 "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 295 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0045987-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.82261/qnya-9643
title: Graph of Dated Objects and Texts
title: GODOT
DOI: 10.15468/dl.q7bthw
title: Occurrence Download

description: A dataset containing 66 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Trachemys scripta",
 "Country is Colombia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 66 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0045989-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/fsw8wj62z4
title: Governance in Action: Transforming Financial Landscape through Innovation among Developing Countries

description: The data used for the analysis
DOI: 10.17632/fsw8wj62z4.1
title: Governance in Action: Transforming Financial Landscape through Innovation among Developing Countries

description: The data used for the analysis
DOI: 10.5281/zenodo.14850715
title: Supplement to "Extending the Atmospheric Radiative Transfer Simulator (ARTS) to Shortwave Radiation"

description: This dataset contains the python scripts and the data that were used for the article "Extending the Atmospheric Radiative Transfer Simulator (ARTS) to Shortwave Radiation".



Extending_ARTS_to_SW_scripts-paper.zip: Contains the python scripts. Since they were used in a special environment. The paths and filenames may need to be adjusted when running them.

field_latiidx0xx.zip: Chunks of atmospheric and surface data from combined ICON and ECMWF model data that is used for simulating the satellite images. Each zip file contains 36 chunks of 10º lat x 10º lon with atmospheric and surface data at 5 km horizontal grid spacing in ARTS xml format. CAUTION! The files are heavily compressed up to factor 8 to 9. 

coarse_test_20.zip: Atmospheric and surface data from combined ICON and ECMWF model data that is used for simulating the fluxes. Basically, it is the same data as in field_latiidx0xx.zip but only @ 1º horizontal grid spacing.

ModisReflectance.zip: Surface reflectance data @ 0.05º horizontal grid spacing from MODIS observation for Vis/NIR (MODIS Band 1-7).


 

For further information, see article.