cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/b86n3s69m6
title: Assessing the Performance of Green Stormwater Infrastructure for Climate Adaptation and Coastal Resilience in the City of Cape Canaveral, Florida

description: This archive contains drone-based remote sensing dataset collected during the design, construction, and early performance phase of the Veterans Memorial Park “Smart” Rain Garden in Cape Canaveral, Florida, as funded by the National Science Foundation's CIVIC Innovation Challenge 2.0 program (NSF Grant Award Number 2321162). The dataset includes high-resolution LiDAR point clouds, orthomosaic imagery, and digital elevation models (DEMs) derived from approximately 10,000 aerial photographs acquired between 2023 and 2025 in the City of Cape Canaveral. These products capture fine-scale changes in site topography and vegetation associated with the conversion of a dry retention area into a functioning green stormwater infrastructure (GSI) rain garden system at the City of Cape Canaveral's Veterans Memorial Park. The imagery provides a detailed temporal record of construction progress, vegetation establishment, and erosion dynamics at the site. The LiDAR data achieved ~2 cm vertical accuracy, enabling detailed hydrologic modeling of flow pathways and runoff accumulation within the rain garden site and nearby areas of the stormwater drainage basin. Together, these datasets support research on stormwater infiltration, flood mitigation, and urban ecosystem restoration, and are intended as a transferable resource for GSI planning and performance evaluation in other coastal communities.
DOI: 10.17632/b86n3s69m6.1
title: Assessing the Performance of Green Stormwater Infrastructure for Climate Adaptation and Coastal Resilience in the City of Cape Canaveral, Florida

description: This archive contains drone-based remote sensing dataset collected during the design, construction, and early performance phase of the Veterans Memorial Park “Smart” Rain Garden in Cape Canaveral, Florida, as funded by the National Science Foundation's CIVIC Innovation Challenge 2.0 program (NSF Grant Award Number 2321162). The dataset includes high-resolution LiDAR point clouds, orthomosaic imagery, and digital elevation models (DEMs) derived from approximately 10,000 aerial photographs acquired between 2023 and 2025 in the City of Cape Canaveral. These products capture fine-scale changes in site topography and vegetation associated with the conversion of a dry retention area into a functioning green stormwater infrastructure (GSI) rain garden system at the City of Cape Canaveral's Veterans Memorial Park. The imagery provides a detailed temporal record of construction progress, vegetation establishment, and erosion dynamics at the site. The LiDAR data achieved ~2 cm vertical accuracy, enabling detailed hydrologic modeling of flow pathways and runoff accumulation within the rain garden site and nearby areas of the stormwater drainage basin. Together, these datasets support research on stormwater infiltration, flood mitigation, and urban ecosystem restoration, and are intended as a transferable resource for GSI planning and performance evaluation in other coastal communities.
DOI: 10.4121/1adec1f9-7de4-4980-b4ee-f0e7a1ae436d
title: Model underlying the publication: Bedrock uplift reduces Antarctic sea-level contribution over next centuries

description: We simulated the 500-year projections of the Antarctic ice sheet evolution and its contribution to sea level rise using an ice sheet model coupled to different Earth models. This data contains the ice sheet evolution and sea level projections of multiple model configurations, and the necessary scripts to create the figures in the paper.
DOI: 10.4121/1adec1f9-7de4-4980-b4ee-f0e7a1ae436d.v1
title: Model underlying the publication: Bedrock uplift reduces Antarctic sea-level contribution over next centuries

description: We simulated the 500-year projections of the Antarctic ice sheet evolution and its contribution to sea level rise using an ice sheet model coupled to different Earth models. This data contains the ice sheet evolution and sea level projections of multiple model configurations, and the necessary scripts to create the figures in the paper.
DOI: 10.5281/zenodo.17543174
title: Language of Trauma and Social Critique in the Plays of Elchin and Edward Bond
DOI: 10.5281/zenodo.17543175
title: Language of Trauma and Social Critique in the Plays of Elchin and Edward Bond
DOI: 10.15468/dl.bca4hv
title: Occurrence Download

description: A dataset containing 149 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "TaxonKey is Ambystoma mexicanum",
 "Year 1965-2015"
 ]
}

 The dataset includes 149 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019845-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/5hgxvtfvn5
title: jujube have flaws

description: jujube have flaws
DOI: 10.17632/5hgxvtfvn5.1
title: jujube have flaws

description: jujube have flaws
DOI: 10.4121/e7523ed4-c4ec-42a2-9522-66ae81313e38
title: Data underlying the publication: Bedrock uplift reduces Antarctic sea-level contribution over next centuries

description: We simulated the 500-year projections of the Antarctic ice sheet evolution and its contribution to sea level rise using an ice sheet model coupled to different Earth models. This data contains the ice sheet evolution and sea level projections of multiple model configurations, and the necessary scripts to create the figures in the paper.
DOI: 10.4121/e7523ed4-c4ec-42a2-9522-66ae81313e38.v1
title: Data underlying the publication: Bedrock uplift reduces Antarctic sea-level contribution over next centuries

description: We simulated the 500-year projections of the Antarctic ice sheet evolution and its contribution to sea level rise using an ice sheet model coupled to different Earth models. This data contains the ice sheet evolution and sea level projections of multiple model configurations, and the necessary scripts to create the figures in the paper.
DOI: 10.15468/dl.8t3ndb
title: Occurrence Download

description: A dataset containing 56304 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Herpestidae"
 ]
}

 The dataset includes 56304 records from 289 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019810-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/hc5jg3trjh
title: Narrative Forecasts

description: This is the repository for online appendix, data, and codes from the paper "Narrative Forecasts." 

See README file for a roadmap and a description of the content.
DOI: 10.17632/hc5jg3trjh.2
title: Narrative Forecasts

description: This is the repository for online appendix, data, and codes from the paper "Narrative Forecasts." 

See README file for a roadmap and a description of the content.
DOI: 10.15468/dl.8u7vja
title: Occurrence Download

description: A dataset containing 2466 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Rana amurensis"
 ]
}

 The dataset includes 2466 records from 32 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019847-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bh7h3r
title: Occurrence Download

description: A dataset containing 28 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Adenophora lilifolia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 28 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019848-251025141854904/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.30555662
title: The Summary of Tenure Promotion

description: The data shows the tenure conditions for economic professors from 2000 to 2024.
DOI: 10.6084/m9.figshare.30550928.v1
title: raw date Dahuang Gancao Dandelion Decoction regulates intestinal flora and inhibits NF-κB / ARA signaling pathway to alleviate ulcerative colitis

description: Objective: The aim of this study was to assess the therapeutic effects and underlying mechanisms of Dahuang Gancao Dandelion Decoction (DGD-D) on dextran sulfate sodium (DSS)-induced ulcerative colitis (UC) in a mice model, with an emphasis on modulation of gut microbiota and intestinal metabolites, maintenance of intestinal barrier integrity, and inhibition of inflammatory signaling pathways. Methods: Ultra-high-performance liquid chromatography with quadrupole electrospray ionization mass spectrometry (UHPLC-QE-MS) was used to examine the DGD-D, which was prepared from 40 g rhubarb, 10 g licorice, and 10 g dandelion. Potential routes and targets were found using network pharmacology. Six male C57BL/6 mice per group were randomized into control, DSS, DGD-D, and mesalazine (5-ASA) groups. UC was induced with 3% DSS for 7 days, with DGD-D administered prophylactically at 1950 mg/kg. Evaluated parameters included colon length, spleen index, and DAI, cytokine levels (ELISA, qRT-PCR), histological changes (H&E, PAS, AB-PAS), barrier proteins (IF, IHC, qRT-PCR), gut microbiota (16S rRNA sequencing), metabolites (LC-MS) and pathway validation. Results: UHPLC-QE-MS identified 418 components in DGD-D, including flavonoids (25.12%) and phenolic acids (9.33%). Network pharmacology highlighted NF-κB signaling as a key pathway. In comparison to DSS, DGD-D dramatically decreased spleen index, restored colon length, and decreased DAI scores (P &lt; 0.05). It increased anti-inflammatory IL-4 and IL-10 while downregulating pro-inflammatory cytokines (IL-1β, IL-6, IL-17, TNF-α, and IFN-γ) and MPO (P &lt; 0.01). Histologically, DGD-D attenuated intestinal epithelial damage, increased goblet cells and glycoproteins, and enhanced ZO-1, Occludin, and MUC2 expression (P &lt; 0.01). Microbiota analysis showed increased α-diversity, elevated Firmicutes/Bacteroidetes ratio, enriched beneficial Lachnospiraceae and Ruminococcaceae, and reduced Proteobacteria and Alcaligenaceae (P &lt; 0.001). Metabolomics revealed downregulation of arachidonic acid (ARA) pathway mediators (ARA, LTA4, LTB4, LTD4; P &lt; 0.001). DGD-D inhibited TLR4/MyD88/NF-κB p65/NLRP3/5-LOX expression (P &lt; 0.01 or P &lt; 0.001), suppressing NF-κB/ARA signaling. Conclusion: DGD-D is a viable TCM-based treatment for UC since it improves DSS-induced UC by modifying gut microbiota and intestinal metabolites, reestablishing intestinal barrier function, and blocking the NF-κB/ARA pathway.
DOI: 10.6084/m9.figshare.30555662.v1
title: The Summary of Tenure Promotion

description: The data shows the tenure conditions for economic professors from 2000 to 2024.
DOI: 10.15468/dl.zt6uz9
title: Occurrence Download

description: A dataset containing 4361727 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "Geometry POLYGON((-40 36, 15 36, 15 72, -40 72, -40 36))",
 "TaxonKey is one of (Acanella arbuscula, Antipathella subpinnata, Antipathes dichotoma, Callogorgia verticillata, Corallium johnsoni, Corallium rubrum, Dendrophyllia cornigera, Dendrophyllia ramea, Desmophyllum dianthus, Desmophyllum pertusum, Enallopsammia rostrata, Isidella elongata, Keratoisis, Leiopathes glaberrima, Madrepora oculata, Paragorgia arborea, Paramuricea placomus, Primnoa resedaeformis, Solenosmilia variabilis, Stichopathes, Viminella flagellum)"
 ]
}

 The dataset includes 4361727 records from 92 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019834-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17543170
title: ИСПАН ТИЛИНИ ЎҚИТИШДА КОММУНИКАТИВ ЁНДАШУВНИНГ ЎРНИ ВА АВФЗАЛЛИКЛАРИ

description: Мақолада испан тилини ўқитишда коммуникатив ёндашувнинг ўрни, унинг методологик асослари ва педагогик афзалликлари таҳлил қилинади. Мақсад — замонавий тил ўқитиш жараёнида ўқувчиларнинг амалий тил компетенциясини шакллантиришда коммуникатив ёндашувнинг самарадорлигини кўрсатиш. Мақолада назарий ва амалий жиҳатлар, шу жумладан диалог, ўйинлар, ролевик машқлар орқали тилни ўзлаштириш усуллари ҳам таҳлил қилинади.
DOI: 10.5281/zenodo.17543171
title: ИСПАН ТИЛИНИ ЎҚИТИШДА КОММУНИКАТИВ ЁНДАШУВНИНГ ЎРНИ ВА АВФЗАЛЛИКЛАРИ

description: Мақолада испан тилини ўқитишда коммуникатив ёндашувнинг ўрни, унинг методологик асослари ва педагогик афзалликлари таҳлил қилинади. Мақсад — замонавий тил ўқитиш жараёнида ўқувчиларнинг амалий тил компетенциясини шакллантиришда коммуникатив ёндашувнинг самарадорлигини кўрсатиш. Мақолада назарий ва амалий жиҳатлар, шу жумладан диалог, ўйинлар, ролевик машқлар орқали тилни ўзлаштириш усуллари ҳам таҳлил қилинади.
DOI: 10.17632/m8rn2z3mbp
title: Complex Perishable Technologies from the North American Great Basin Reveal Specialized Late Pleistocene Adaptations

description: MALDI TOF MS spectra
DOI: 10.17632/m8rn2z3mbp.1
title: Complex Perishable Technologies from the North American Great Basin Reveal Specialized Late Pleistocene Adaptations

description: MALDI TOF MS spectra
DOI: 10.17632/y6vxg79h5r
title: Isotopic tracing in Mycobacterium tuberculosis-infected alveolar epithelial cells indicates metabolic specificity to their virulence and drug-resistance status

description: Isotopic labelling with 13C-labelled proteinogenic amino acids was carried out in A549 cells infected with a range of Mycobacterium tuberculosis strains, including both virulent and avirulent laboratory strains, as well as drug-sensitive and drug-resistant clinical isolates, across various time points. The study also included controls with heat-killed H37Rv-infected cells, uninfected cells, and unlabelled (12C) samples for reference.
12C labelled samples - set a, 13C labelled samples - set b
The Objective -1 folder (for figure 2, 3, 4 and S5) contains the raw data files for 105 samples (6 time points x 5 replicates x 3 groups) + (3 time points x 5 replicates x 1 group), excluding the blank folder.
The Objective -2 folder (for figure 6, 7, 8 and S8) contains the raw data files for 90 samples (3 time points x 5 replicates x 6 groups), excluding the blank folder.
DOI: 10.17632/y6vxg79h5r.2
title: Isotopic tracing in Mycobacterium tuberculosis-infected alveolar epithelial cells indicates metabolic specificity to their virulence and drug-resistance status

description: Isotopic labelling with 13C-labelled proteinogenic amino acids was carried out in A549 cells infected with a range of Mycobacterium tuberculosis strains, including both virulent and avirulent laboratory strains, as well as drug-sensitive and drug-resistant clinical isolates, across various time points. The study also included controls with heat-killed H37Rv-infected cells, uninfected cells, and unlabelled (12C) samples for reference.
12C labelled samples - set a, 13C labelled samples - set b
The Objective -1 folder (for figure 2, 3, 4 and S5) contains the raw data files for 105 samples (6 time points x 5 replicates x 3 groups) + (3 time points x 5 replicates x 1 group), excluding the blank folder.
The Objective -2 folder (for figure 6, 7, 8 and S8) contains the raw data files for 90 samples (3 time points x 5 replicates x 6 groups), excluding the blank folder.
DOI: 10.17632/m77tsx36m7
title: Food-grade self-assembled oil-in-water microemulsions as a medium to solubilize and protect flavonoids from thermal and photo-degradation

description: This Zip file include the force field files and sample input files used in the Molecular Dynamics Analysis
DOI: 10.17632/m77tsx36m7.1
title: Food-grade self-assembled oil-in-water microemulsions as a medium to solubilize and protect flavonoids from thermal and photo-degradation

description: This Zip file include the force field files and sample input files used in the Molecular Dynamics Analysis
DOI: 10.17632/b76k6dzrkw
title: Entrepreneurial Identity Formation Through Internal and External Social Engagements

description: Dataset for the study about Entrepreneurial Identity Formation Through Internal and External Social Engagements
DOI: 10.17632/b76k6dzrkw.1
title: Entrepreneurial Identity Formation Through Internal and External Social Engagements

description: Dataset for the study about Entrepreneurial Identity Formation Through Internal and External Social Engagements
DOI: 10.17632/75vp46byw5.2
title: Seaweeds_Caco-2_data

description: Data and code accompanying the manuscript titled "Protective effects of Alaria esculenta and Palmaria palmata extracts on intestinal epithelial cells: insights from cell-based assays and transcriptomics" to be submitted to Food Bioscience.
DOI: 10.17632/tcxc62mc82
title: Heterogeneity in pricing behavior in hybrid DSGE-ABM macrodynamics - Supplementary Material

description: Evidence demonstrates that pricing behavior is persistently heterogeneous across firms. We developed a hybrid dynamic stochastic general equilibrium (DSGE)-agent-based model (ABM) to explore how pricing heterogeneity evolves within which firms periodically revise (and possibly switch) pricing strategies. Firms choose a pricing heuristic from a set of alternatives encompassing a cost-based heuristic with a standard markup, a cost-based heuristic with a quality-adjusted markup, and a heuristic of following competitors' pricing behavior. For illustration, we employ a simulated method of moments to calibrate the model with quarterly data for the United States. The model qualitatively replicates several empirical facts about firms’ strategic pricing behavior, particularly with respect to the frequency and magnitude of price adjustments. Two key findings are price stickiness and persistent heterogeneity in pricing behavior, with no single pricing rule becoming dominant. A local sensitivity analysis was conducted on selected key micro-level and macro-level parameters, with results indicating that price stickiness and persistent heterogeneity in firms’ pricing behavior are driven by a combination of both micro- and macroeconomic factors. Embedding some tenets of the ABM approach such as introducing heterogeneous firms evolutionarily learning and adapting to the environment into the DSGE model enables us to qualitatively reproduce the persistent heterogeneity in pricing behavior across firms without compromising its ability to reproduce several stylized macroeconomic facts. A key broad policy implication is that the microdiversity and macrodynamics of the economy are inherently co-evolutionary phenomena.
DOI: 10.15468/dl.sat5z7
title: Occurrence Download

description: A dataset containing 108 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((9.1031 41.35006,9.2859 41.33633,9.38644 41.48714,9.45955 41.67856,9.47783 41.94424,9.64235 42.12752,9.61493 42.29,9.60579 42.5666,9.50525 42.62715,9.56923 42.80845,9.51439 43.02933,9.30418 43.05605,9.26762 42.92234,9.24934 42.75479,9.11224 42.7615,8.92945 42.69436,8.70095 42.64732,8.5273 42.47229,8.49988 42.30352,8.49074 42.14786,8.60955 42.06649,8.4816 42.00539,8.60955 41.80813,8.71009 41.6649,8.72837 41.55557,8.96601 41.42549,9.1031 41.35006))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Spialia therapne"
 ]
}

 The dataset includes 108 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019849-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/tcxc62mc82.1
title: Heterogeneity in pricing behavior in hybrid DSGE-ABM macrodynamics - Supplementary Material

description: Evidence demonstrates that pricing behavior is persistently heterogeneous across firms. We developed a hybrid dynamic stochastic general equilibrium (DSGE)-agent-based model (ABM) to explore how pricing heterogeneity evolves within which firms periodically revise (and possibly switch) pricing strategies. Firms choose a pricing heuristic from a set of alternatives encompassing a cost-based heuristic with a standard markup, a cost-based heuristic with a quality-adjusted markup, and a heuristic of following competitors' pricing behavior. For illustration, we employ a simulated method of moments to calibrate the model with quarterly data for the United States. The model qualitatively replicates several empirical facts about firms’ strategic pricing behavior, particularly with respect to the frequency and magnitude of price adjustments. Two key findings are price stickiness and persistent heterogeneity in pricing behavior, with no single pricing rule becoming dominant. A local sensitivity analysis was conducted on selected key micro-level and macro-level parameters, with results indicating that price stickiness and persistent heterogeneity in firms’ pricing behavior are driven by a combination of both micro- and macroeconomic factors. Embedding some tenets of the ABM approach such as introducing heterogeneous firms evolutionarily learning and adapting to the environment into the DSGE model enables us to qualitatively reproduce the persistent heterogeneity in pricing behavior across firms without compromising its ability to reproduce several stylized macroeconomic facts. A key broad policy implication is that the microdiversity and macrodynamics of the economy are inherently co-evolutionary phenomena.
DOI: 10.15468/dl.6dya38
title: Occurrence Download

description: A dataset containing 228047 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Quercus pubescens",
 "HasCoordinate is true"
 ]
}

 The dataset includes 228047 records from 1233 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019811-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/7tz-dp9-cdp
title: Potentilla argentea L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/exb-kz9-d1x
title: Luzula forsteri (Sm.) DC.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/c3s-1lf-7k2
title: Hieracium L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/cyx-d4l-g6h
title: Allium carinatum L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/4lr-blm-lmp
title: Knautia integrifolia (L.) Bertol.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/8pd-30j-rwb
title: Rosa virginiana Mill.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/97q-zrc-6fr
title: Glaucium corniculatum (L.) Rudolph

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/8c8-9lg-fq3
title: Stuckenia pectinata (L.) Börner

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/hqt-dc0-3fn
title: Holcus mollis L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/la6-k7d-s3j
title: Rumex alpinus L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/rm1-6wh-kdx
title: Anthoxanthum australe (Schrad.) Veldkamp

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/m7v-bdk-exm
title: Viola hirta L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/lf9-8l1-npt
title: Arabidopsis arenosa (L.) Lawalrée

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/rch-3qv-mvk
title: Ranunculus bulbosus L.

description: Digital Specimen for the physical specimen hosted at University of Graz.