cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.29963933
title: Raw STORM datasets supporting "UV-curable resin as a rapid and superior sealant for STORM"

description: This dataset contains raw single-molecule STORM (stochastic optical reconstruction microscopy) image stacks of Alexa Fluor 647-labeled microtubules in COS-7 cells, collected to compare the sealing performance of different materials. The data correspond to Fig. 3 of the manuscript "UV-curable resin as a rapid and superior sealant for STORM" (submitted to Biomedical Optics Express).

The dataset includes TIFF stacks from four sealants (UV resin, 5-minute epoxy, CytoSeal 60, and nail polish) at three time points after sealing (1 h, 12 h, and 48 h). Each file is a multi-page TIFF containing 40,000 frames at 50 × 50 pixels. These cropped regions of interest retain full temporal information while reducing file size for sharing.

Acquisition parameters:
- Pixel sampling: 130 nm per camera pixel
- Camera: Andor iXon Ultra 888 EMCCD (EM gain 50)
- Exposure time: 20 ms per frame
- Camera conversion factor: 5.16 electrons/ADU
- Camera baseline offset: 510 ADU
- Image depth: 16-bit

These raw data are intended for transparency and reproducibility, enabling independent validation of single-molecule blinking behavior and quantitative image reconstruction under different sealing conditions.

For questions, please contact the corresponding author: jeomik@snu.ac.kr.
DOI: 10.6084/m9.figshare.29963933.v1
title: Raw STORM datasets supporting "UV-curable resin as a rapid and superior sealant for STORM"

description: This dataset contains raw single-molecule STORM (stochastic optical reconstruction microscopy) image stacks of Alexa Fluor 647-labeled microtubules in COS-7 cells, collected to compare the sealing performance of different materials. The data correspond to Fig. 3 of the manuscript "UV-curable resin as a rapid and superior sealant for STORM" (submitted to Biomedical Optics Express).

The dataset includes TIFF stacks from four sealants (UV resin, 5-minute epoxy, CytoSeal 60, and nail polish) at three time points after sealing (1 h, 12 h, and 48 h). Each file is a multi-page TIFF containing 40,000 frames at 50 × 50 pixels. These cropped regions of interest retain full temporal information while reducing file size for sharing.

Acquisition parameters:
- Pixel sampling: 130 nm per camera pixel
- Camera: Andor iXon Ultra 888 EMCCD (EM gain 50)
- Exposure time: 20 ms per frame
- Camera conversion factor: 5.16 electrons/ADU
- Camera baseline offset: 510 ADU
- Image depth: 16-bit

These raw data are intended for transparency and reproducibility, enabling independent validation of single-molecule blinking behavior and quantitative image reconstruction under different sealing conditions.

For questions, please contact the corresponding author: jeomik@snu.ac.kr.
DOI: 10.15468/dl.wthcut
title: Occurrence Download

description: A dataset containing 138 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Geranium humboldtii"
 ]
}

 The dataset includes 138 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019657-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8dkar6
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019659-250827131500795/datasets/export for details.
DOI: 10.15468/dl.dnxsqa
title: Occurrence Download

description: A dataset containing 144 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Europe",
 "DatasetKey is iNaturalist Research-grade Observations",
 "TaxonKey is Clupea harengus"
 ]
}

 The dataset includes 144 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019660-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.u2catk
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Ptychadena oxyrhynchus, Ptychadena porosissima, Ptychadena taenioscelis, Pyxicephalus adspersus, Pyxicephalus edulis, Schismaderma carens, Sclerophrys garmani, Sclerophrys capensis, Sclerophrys gutturalis, Sclerophrys pantherina, Sclerophrys pardalis, Sclerophrys poweri, Sclerophrys pusilla, Semnodactylus wealii, Strongylopus bonaespei, Strongylopus fasciatus, Strongylopus grayii, Strongylopus springbokensis, Strongylopus wageri, Tomopterna cryptotis, Tomopterna branchi, Tomopterna delalandii, Tomopterna krugerensis, Tomopterna marmorata, Tomopterna natalensis, Tomopterna tandyi, Vandijkophrynus amatolicus, Vandijkophrynus angusticeps, Vandijkophrynus gariepensis, Vandijkophrynus robinsoni, Xenopus gilli, Xenopus laevis, Xenopus muelleri, Strongylopus merumontanus)",
 "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 ((20.529 -24.0715,20.509 -24.0455,20.509 -24.0715,20.529 -24.0715))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019661-250827131500795/datasets/export for details.
DOI: 10.15468/dl.9rr2pq
title: Occurrence Download

description: A dataset containing 10116 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is North America",
 "Month is May",
 "OccurrenceStatus is Present",
 "PublishingOrg is 28eb1a3f-1c15-4a95-931a-4af90ecb574d",
 "TaxonKey is Nannopterum auritum",
 "Year 1970-2025"
 ]
}

 The dataset includes 10116 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019663-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bptzq4
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Lepomis macrochirus, Micropterus dolomieu, Chetia brevis, Oreochromis andersonii, Serranochromis robustus, Tilapia sparrmanii, Amphilius uranoscopus, Clarias ngamensis, Clarias theodorae, Synodontis zambezensis, Protopterus annectens, Coptodon rendalli, Engraulicypris gariepinus, Lacustricola katangae, Lacustricola myaposae, Micropterus floridanus, Amphilius natalensis, Anguilla mossambica, Chetia flaviventris, Anguilla bengalensis, Anguilla marmorata, Brycinus lateralis, Enteromius gurneyi, Labeobarbus kimberleyensis, Opsaridium peringueyi, Salmo trutta, Pseudobarbus trevelyani, Pseudobarbus serra, Coptodon zillii, Labeobarbus seeberi, Barbus hospes, Pangasius sanitwongsei, Poecilia reticulata, Pseudobarbus afer, Pterygoplichthys disjunctivus, Salmo salar, Pseudobarbus calidus, Pseudobarbus erubescens, Serranochromis jallae, Pseudobarbus burchelli, Glossogobius callidus, Enteromius mandelai, Pseudomyxus capensis, Myxus capensis, Ambassis gymnocephalus, Ambassis productus, Sedercypris calidus)",
 "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 ((25.5395 -23.2724,25.1306 -24.0715,25.5395 -24.0715,25.5395 -23.2724))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019665-250827131500795/datasets/export for details.
DOI: 10.15468/dl.c6avxw
title: Occurrence Download

description: A dataset containing 14 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Plectranthus ornatus",
 "Geometry POLYGON ((-17.62504 -34.81917, 51.13387 -34.81917, 51.13387 37.34999, -17.62504 37.34999, -17.62504 -34.81917))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 14 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019664-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zwpyaf
title: Occurrence Download

description: A dataset containing 12 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "TaxonKey is Perdita luculenta"
 ]
}

 The dataset includes 12 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019666-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15096838
title: Model outputs associated with Mercosur regional coordination

description: This repository contains scenario configurations and model output data of the GridPath electricity system model for South America’s MERCOSUR sub-region, presented in the forthcoming paper entitled "Regional coordination can alleviate the cost burden of a low-carbon electricity system" by the same authors. The GridPath model is open source and is available at https://doi.org/10.5281/zenodo.5822994; the specific model version utilized in this paper is accessible at https://github.com/blue-marble/gridpath/releases/tag/v0.8.1.
DOI: 10.5281/zenodo.15096839
title: Model outputs associated with Mercosur regional coordination

description: This repository contains scenario configurations and model output data of the GridPath electricity system model for South America’s MERCOSUR sub-region, presented in the forthcoming paper entitled "Regional coordination can alleviate the cost burden of a low-carbon electricity system" by the same authors. The GridPath model is open source and is available at https://doi.org/10.5281/zenodo.5822994; the specific model version utilized in this paper is accessible at https://github.com/blue-marble/gridpath/releases/tag/v0.8.1.
DOI: 10.15468/dl.nyy2z7
title: Occurrence Download

description: A dataset containing 22 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Sonchus arvensis",
 "Country is Iceland",
 "HasCoordinate is true"
 ]
}

 The dataset includes 22 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019668-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uwpwsd
title: Occurrence Download

description: A dataset containing 1512 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pimelea alpina"
 ]
}

 The dataset includes 1512 records from 39 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019670-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jx4vvs
title: Occurrence Download

description: A dataset containing 25248 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Ruta angustifolia"
 ]
}

 The dataset includes 25248 records from 256 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019669-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25318/3310105201-eng
title: Providers of the debt financing that businesses or organizations plan to request, third quarter of 2025

description: Providers of the debt financing that businesses or organizations plan to request, by North American Industry Classification System (NAICS), business employment size, type of business, business activity and majority ownership, third quarter of 2025.
DOI: 10.15468/dl.kvct8u
title: Occurrence Download

description: A dataset containing 12 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Sonchus arvensis",
 "Country is India",
 "HasCoordinate is true"
 ]
}

 The dataset includes 12 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019671-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17038832
title: Raw data of the archaeomagnetic study in the Rep. of Georgia
DOI: 10.5281/zenodo.17038831
title: Raw data of the archaeomagnetic study in the Rep. of Georgia
DOI: 10.15468/dl.ar9vdr
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Sonchus arvensis",
 "Country is Iran (Islamic Republic of)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019673-250827131500795/datasets/export for details.
DOI: 10.15468/dl.ajdw3w
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Ptychadena oxyrhynchus, Ptychadena porosissima, Ptychadena taenioscelis, Pyxicephalus adspersus, Pyxicephalus edulis, Schismaderma carens, Sclerophrys garmani, Sclerophrys capensis, Sclerophrys gutturalis, Sclerophrys pantherina, Sclerophrys pardalis, Sclerophrys poweri, Sclerophrys pusilla, Semnodactylus wealii, Strongylopus bonaespei, Strongylopus fasciatus, Strongylopus grayii, Strongylopus springbokensis, Strongylopus wageri, Tomopterna cryptotis, Tomopterna branchi, Tomopterna delalandii, Tomopterna krugerensis, Tomopterna marmorata, Tomopterna natalensis, Tomopterna tandyi, Vandijkophrynus amatolicus, Vandijkophrynus angusticeps, Vandijkophrynus gariepensis, Vandijkophrynus robinsoni, Xenopus gilli, Xenopus laevis, Xenopus muelleri, Strongylopus merumontanus)",
 "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 ((25.5395 -23.2724,25.1306 -24.0715,25.5395 -24.0715,25.5395 -23.2724))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019674-250827131500795/datasets/export for details.
DOI: 10.15468/dl.dxen78
title: Occurrence Download

description: A dataset containing 1065 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Lepomis macrochirus, Micropterus dolomieu, Chetia brevis, Oreochromis andersonii, Serranochromis robustus, Tilapia sparrmanii, Amphilius uranoscopus, Clarias ngamensis, Clarias theodorae, Synodontis zambezensis, Protopterus annectens, Coptodon rendalli, Engraulicypris gariepinus, Lacustricola katangae, Lacustricola myaposae, Micropterus floridanus, Amphilius natalensis, Anguilla mossambica, Chetia flaviventris, Anguilla bengalensis, Anguilla marmorata, Brycinus lateralis, Enteromius gurneyi, Labeobarbus kimberleyensis, Opsaridium peringueyi, Salmo trutta, Pseudobarbus trevelyani, Pseudobarbus serra, Coptodon zillii, Labeobarbus seeberi, Barbus hospes, Pangasius sanitwongsei, Poecilia reticulata, Pseudobarbus afer, Pterygoplichthys disjunctivus, Salmo salar, Pseudobarbus calidus, Pseudobarbus erubescens, Serranochromis jallae, Pseudobarbus burchelli, Glossogobius callidus, Enteromius mandelai, Pseudomyxus capensis, Myxus capensis, Ambassis gymnocephalus, Ambassis productus, Sedercypris calidus)",
 "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 ((20.2855 -34.7533,20.509 -34.5676,20.509 -32.9007,17.7723 -32.9007,17.8156 -33.0786,18.3471 -33.7176,18.3748 -33.8287,18.2181 -34.0492,18.3197 -34.3408,18.4452 -34.429,18.5435 -34.4213,18.5872 -34.3667,18.5363 -34.167,18.7345 -34.1508,18.7216 -34.3637,18.7808 -34.4521,19.0289 -34.4206,19.0831 -34.4835,19.2655 -34.5017,19.2032 -34.6157,19.2394 -34.6926,19.375 -34.6963,19.6091 -34.8524,19.8251 -34.8396,19.9798 -34.9064,20.1081 -34.8731,20.1517 -34.7847,20.2855 -34.7533))"
 ]
}

 The dataset includes 1065 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019675-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xg8ufu
title: Occurrence Download

description: A dataset containing 270967 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Egretta garzetta",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Geometry POLYGON ((-6.6 29.26705, -6.6 50.94, 40.81373 50.94, 40.81373 29.26705, -6.6 29.26705))",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Observation, Material sample)"
 ]
}

 The dataset includes 270967 records from 97 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019572-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kd9kf6
title: Occurrence Download

description: A dataset containing 66 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Epidendrum rivulare"
 ]
}

 The dataset includes 66 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019677-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.deff95
title: Occurrence Download

description: A dataset containing 157 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Premna resinosa",
 "Geometry POLYGON ((-17.62504 -34.81917, 51.13387 -34.81917, 51.13387 37.34999, -17.62504 37.34999, -17.62504 -34.81917))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 157 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019676-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wx26x5
title: Occurrence Download

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

 The dataset includes 28 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019679-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uxqp28
title: Occurrence Download

description: A dataset containing 614 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ranunculus gunnianus"
 ]
}

 The dataset includes 614 records from 35 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019680-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17038839
title: file excel articoli estratti
DOI: 10.5281/zenodo.17038838
title: file excel articoli estratti
DOI: 10.6084/m9.figshare.30032773
title: List of differentially expressed genes between keratinocytes treated with SPD versus non-treated controls

description: These data summarize acute transcriptomic effects of 6-hour 10 µM spermidine (SPD) treatments versus non-treated controls (n=6 per condition). For these experiments, 6-well treatment plates were removed from incubators, treatment media was decanted, cells were washed with PBS, and 500 µL of Trizol (Thermo Fisher Scientific; Waltham, MS, USA) and RNA isolation was performed using chloroform, aqueous phase isolation and isopropanol precipitation per manufacturer’s instructions. RNA pellets were resuspended in 30 µL of RNase-free water, concentrations were analyzed in duplicate using a Nanodrop Lite spectrophotometer (Thermo Fisher Scientific). RNA was then frozen at -80ºC and shipped to a commercial laboratory (North American Genomics, Decatur, GA, USA) on dry ice for transcriptomic analysis using the Clariom S Assay_Human mRNA array (Thermo Fisher Scientific). Prior to analyses, RNA quality was confirmed using a commercially available assay (Agilent, Santa Clara, CA, USA, catalog #: 5067-1511) measured with the Agilent 2100 Bioanalyzer system. Raw transcriptomic data were received as .CEL files and analyzed using the Transcriptome Analysis Console v4.0.2 (Thermo Fisher Scientific). The hg38 (h. sapiens) genome was used for annotations, data were normalized using the robust multiarray average (RMA) normalization method, and transcripts are presented as log2 signal intensities. Significance thresholds were defined a priori as p&lt;0.01 as we have previously implemented with mRNA arrays.
DOI: 10.6084/m9.figshare.30032773.v1
title: List of differentially expressed genes between keratinocytes treated with SPD versus non-treated controls

description: These data summarize acute transcriptomic effects of 6-hour 10 µM spermidine (SPD) treatments versus non-treated controls (n=6 per condition). For these experiments, 6-well treatment plates were removed from incubators, treatment media was decanted, cells were washed with PBS, and 500 µL of Trizol (Thermo Fisher Scientific; Waltham, MS, USA) and RNA isolation was performed using chloroform, aqueous phase isolation and isopropanol precipitation per manufacturer’s instructions. RNA pellets were resuspended in 30 µL of RNase-free water, concentrations were analyzed in duplicate using a Nanodrop Lite spectrophotometer (Thermo Fisher Scientific). RNA was then frozen at -80ºC and shipped to a commercial laboratory (North American Genomics, Decatur, GA, USA) on dry ice for transcriptomic analysis using the Clariom S Assay_Human mRNA array (Thermo Fisher Scientific). Prior to analyses, RNA quality was confirmed using a commercially available assay (Agilent, Santa Clara, CA, USA, catalog #: 5067-1511) measured with the Agilent 2100 Bioanalyzer system. Raw transcriptomic data were received as .CEL files and analyzed using the Transcriptome Analysis Console v4.0.2 (Thermo Fisher Scientific). The hg38 (h. sapiens) genome was used for annotations, data were normalized using the robust multiarray average (RMA) normalization method, and transcripts are presented as log2 signal intensities. Significance thresholds were defined a priori as p&lt;0.01 as we have previously implemented with mRNA arrays.