cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.av8p2q
title: Occurrence Download

description: A dataset containing 1517 species occurrences available in GBIF matching the query:
{"type":"and","predicates":[{"type":"in","key":"TAXON_KEY","values":["3033977"],"matchCase":false},{"type":"in","key":"LICENSE","values":["CC0 1.0","CC-BY 4.0"],"matchCase":false},{"type":"equals","key":"MEDIA_TYPE","value":"StillImage","matchCase":false}]}

 The dataset includes 1517 records from 32 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001726-250221090833381/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gb7j5g
title: Occurrence Download

description: A dataset containing 9859 species occurrences available in GBIF matching the query:
{"type":"and","predicates":[{"type":"in","key":"TAXON_KEY","values":["5380041"],"matchCase":false},{"type":"in","key":"LICENSE","values":["CC0 1.0","CC-BY 4.0"],"matchCase":false},{"type":"equals","key":"MEDIA_TYPE","value":"StillImage","matchCase":false}]}

 The dataset includes 9859 records from 143 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001728-250221090833381/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jfa75a
title: Occurrence Download

description: A dataset containing 2226 species occurrences available in GBIF matching the query:
{"type":"and","predicates":[{"type":"in","key":"TAXON_KEY","values":["3034646"],"matchCase":false},{"type":"in","key":"LICENSE","values":["CC0 1.0","CC-BY 4.0"],"matchCase":false},{"type":"equals","key":"MEDIA_TYPE","value":"StillImage","matchCase":false}]}

 The dataset includes 2226 records from 102 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001727-250221090833381/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.28465127
title: Data for "Constructing Deep Learning Datasets to Reveal Climate Trends of Tropical Cyclone Intensity and Structure Extremes"

description: Climate change has been linked to tropical cyclone (TC) poleward migration, TCextreme precipitation, and an increased proportion of major hurricanes. Understandingpast TC trends and variability is critical for projecting future TC impacts on humansociety. However, past trends in TC structure and energy remain uncertain due tolimited observations; subjection analyses and inherent spatiotemporal heterogeneity ofbest-track data have led to reduced confidence in the assessed TC responses to thechanging climate.The DSAT uses deep learning to reconstruct past "observations" andyield an objective global TC wind profile dataset during 1981‒2020, facilitating acomprehensive examination of TC intensity (Vmax), structure, and integrated kineticenergy (IKE). The proposed model converts multichannel satellite imagery to a 0-750-km wind profile of axisymmetric surface winds; it is trained based on labeled dataintegrating best tracks and numerical model reanalysis of 2004–2018 TCs.The DSAT model (Chen et al. 2025) features a hybrid GAN-CNN architecture (Chen B et al., 2021a), incorporating a generative adversarial network (GAN, Goodfellow et al., 2014) module and a polar convolutional neural network (CNN, Krizhevsky et al., 2012; Chen B et al., 2021b) regressor. The DSAT GAN module is trained to generate synthetic VIS images (VIS*) based on all-time available infrared (IR) and water vapor (WV) images, enabling the indirect take advantage of original VIS images to train the CNN regressor. On the other hand, the CNN regressor, employing a "polar-convolution filter" design (Chen B et al., 2021b), extracts essential features from satellite images and regresses these features to labeled wind profiles of azimuthally averaged winds.Chen, B. F., Chen, B., Hsiao, C. M., Teng, H. F., Lee, C. S., & Kuo. H. C. (2025). Constructing Deep Learning Datasets to Reveal Climate Trends of Tropical Cyclone Intensity and Structure Extremes. Artificial Intelligence for the Earth Systems (accepted with revision).
DOI: 10.5281/zenodo.14374066
title: BioSR for LLS-SIM: Dataset of Inner mitochondrial membrane

description: This is LLS-SIM dataset of Inner mitochondrial membrane, which is a part of BioSR for LLS-SIM dataset (https://doi.org/10.5281/zenodo.14322457).

BioSR for LLS-SIM is a biological image dataset acquired using our home-built lattice light-sheet structured illumination microscopy (LLS-SIM). It currently includes paired diffraction-limited LLSM and LLS-SIM images of a variety of biology structures, constituting a high-quality volumetric SR dataset. The BioSR for LLS-SIM dataset originates from our paper [Qiao, C., Li, Z., Wang, Z., Lin, Y., ... & Li, D. (2024). Fast adaptive super-resolution lattice light-sheet microscopy for rapid, long-term, near-isotropic subcellular imaging. bioRxiv, 2024-05], serving as the supplementary data to execute meta-training or other proposed deep-learning-based algorithms, which provides sources for the community to try our methods, replicate our results, and develop their own methods for super-resolution lattice light-sheet microscopy.

The BioSR for LLS-SIM dataset includes 10 diverse task datasets from 10 distinct biological specimens (granular component, chromosomes, fibrillar center, fibrillarin, Lyso, MTs, F-actin in pollen tubes, inner mitochondrial membrane, ER in adherent Cos-7 cells and ER in mitotic Hela cells during metaphase). For each type of samples, we acquired raw LLS-SIM images from about 30-50 ROIs. For each ROI, five different levels of light intensity ranging from low to high fluorescence levels were acquired, and the images of the highest fluorescence level (i.e. the GT raw images) were reconstructed into high-quality GT LLS-SIM images via the conventional LLS-SIM reconstruction algorithm, which could be used as the groud truth in the training phase of deep-learning models.
DOI: 10.5281/zenodo.14374065
title: BioSR for LLS-SIM: Dataset of Inner mitochondrial membrane

description: This is LLS-SIM dataset of Inner mitochondrial membrane, which is a part of BioSR for LLS-SIM dataset (https://doi.org/10.5281/zenodo.14322457).

BioSR for LLS-SIM is a biological image dataset acquired using our home-built lattice light-sheet structured illumination microscopy (LLS-SIM). It currently includes paired diffraction-limited LLSM and LLS-SIM images of a variety of biology structures, constituting a high-quality volumetric SR dataset. The BioSR for LLS-SIM dataset originates from our paper [Qiao, C., Li, Z., Wang, Z., Lin, Y., ... & Li, D. (2024). Fast adaptive super-resolution lattice light-sheet microscopy for rapid, long-term, near-isotropic subcellular imaging. bioRxiv, 2024-05], serving as the supplementary data to execute meta-training or other proposed deep-learning-based algorithms, which provides sources for the community to try our methods, replicate our results, and develop their own methods for super-resolution lattice light-sheet microscopy.

The BioSR for LLS-SIM dataset includes 10 diverse task datasets from 10 distinct biological specimens (granular component, chromosomes, fibrillar center, fibrillarin, Lyso, MTs, F-actin in pollen tubes, inner mitochondrial membrane, ER in adherent Cos-7 cells and ER in mitotic Hela cells during metaphase). For each type of samples, we acquired raw LLS-SIM images from about 30-50 ROIs. For each ROI, five different levels of light intensity ranging from low to high fluorescence levels were acquired, and the images of the highest fluorescence level (i.e. the GT raw images) were reconstructed into high-quality GT LLS-SIM images via the conventional LLS-SIM reconstruction algorithm, which could be used as the groud truth in the training phase of deep-learning models.
DOI: 10.5281/zenodo.14911758
title: BioSR for LLS-SIM: Dataset of Inner mitochondrial membrane

description: This is LLS-SIM dataset of Inner mitochondrial membrane, which is a part of BioSR for LLS-SIM dataset (https://doi.org/10.5281/zenodo.14322457).

BioSR for LLS-SIM is a biological image dataset acquired using our home-built lattice light-sheet structured illumination microscopy (LLS-SIM). It currently includes paired diffraction-limited LLSM and LLS-SIM images of a variety of biology structures, constituting a high-quality volumetric SR dataset. The BioSR for LLS-SIM dataset originates from our paper [Qiao, C., Li, Z., Wang, Z., Lin, Y., ... & Li, D. (2024). Fast adaptive super-resolution lattice light-sheet microscopy for rapid, long-term, near-isotropic subcellular imaging. bioRxiv, 2024-05], serving as the supplementary data to execute meta-training or other proposed deep-learning-based algorithms, which provides sources for the community to try our methods, replicate our results, and develop their own methods for super-resolution lattice light-sheet microscopy.

The BioSR for LLS-SIM dataset includes 10 diverse task datasets from 10 distinct biological specimens (granular component, chromosomes, fibrillar center, fibrillarin, Lyso, MTs, F-actin in pollen tubes, inner mitochondrial membrane, ER in adherent Cos-7 cells and ER in mitotic Hela cells during metaphase). For each type of samples, we acquired raw LLS-SIM images from about 30-50 ROIs. For each ROI, five different levels of light intensity ranging from low to high fluorescence levels were acquired, and the images of the highest fluorescence level (i.e. the GT raw images) were reconstructed into high-quality GT LLS-SIM images via the conventional LLS-SIM reconstruction algorithm, which could be used as the groud truth in the training phase of deep-learning models.
DOI: 10.15468/dl.dp4gye
title: Occurrence Download

description: A dataset containing 80 species occurrences available in GBIF matching the query:
{"type":"and","predicates":[{"type":"in","key":"TAXON_KEY","values":["4070543"],"matchCase":false},{"type":"in","key":"LICENSE","values":["CC0 1.0","CC-BY 4.0"],"matchCase":false},{"type":"equals","key":"MEDIA_TYPE","value":"StillImage","matchCase":false}]}

 The dataset includes 80 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001731-250221090833381/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.przubf
title: Occurrence Download

description: A dataset containing 129 species occurrences available in GBIF matching the query:
{"type":"and","predicates":[{"type":"in","key":"TAXON_KEY","values":["3592309"],"matchCase":false},{"type":"in","key":"LICENSE","values":["CC0 1.0","CC-BY 4.0"],"matchCase":false},{"type":"equals","key":"MEDIA_TYPE","value":"StillImage","matchCase":false}]}

 The dataset includes 129 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001729-250221090833381/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.q365yb
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{"type":"and","predicates":[{"type":"in","key":"TAXON_KEY","values":["3122454"],"matchCase":false},{"type":"in","key":"LICENSE","values":["CC0 1.0","CC-BY 4.0"],"matchCase":false},{"type":"equals","key":"MEDIA_TYPE","value":"StillImage","matchCase":false}]}

 The dataset includes 3 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001730-250221090833381/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.28463798
title: Omics

description: In recent years, the discovery of circulating small molecules has become crucial for disease prognosis. This study is dedicated to exploring the changes in circulating small molecules under pathological conditions, aiming to provide new therapeutic strategies for the occurrence, development, and control of diseases.
DOI: 10.6084/m9.figshare.28463798.v1
title: Omics

description: In recent years, the discovery of circulating small molecules has become crucial for disease prognosis. This study is dedicated to exploring the changes in circulating small molecules under pathological conditions, aiming to provide new therapeutic strategies for the occurrence, development, and control of diseases.
DOI: 10.15468/dl.8jxemv
title: Occurrence Download

description: A dataset containing 1713 species occurrences available in GBIF matching the query:
{"type":"and","predicates":[{"type":"in","key":"TAXON_KEY","values":["2684855"],"matchCase":false},{"type":"in","key":"LICENSE","values":["CC0 1.0","CC-BY 4.0"],"matchCase":false},{"type":"equals","key":"MEDIA_TYPE","value":"StillImage","matchCase":false}]}

 The dataset includes 1713 records from 80 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001732-250221090833381/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yrep24
title: Occurrence Download

description: A dataset containing 298 species occurrences available in GBIF matching the query:
{"type":"and","predicates":[{"type":"in","key":"TAXON_KEY","values":["3723584"],"matchCase":false},{"type":"in","key":"LICENSE","values":["CC0 1.0","CC-BY 4.0"],"matchCase":false},{"type":"equals","key":"MEDIA_TYPE","value":"StillImage","matchCase":false}]}

 The dataset includes 298 records from 35 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001734-250221090833381/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wc4rcy
title: Occurrence Download

description: A dataset containing 472 species occurrences available in GBIF matching the query:
{"type":"and","predicates":[{"type":"in","key":"TAXON_KEY","values":["3169787"],"matchCase":false},{"type":"in","key":"LICENSE","values":["CC0 1.0","CC-BY 4.0"],"matchCase":false},{"type":"equals","key":"MEDIA_TYPE","value":"StillImage","matchCase":false}]}

 The dataset includes 472 records from 30 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001733-250221090833381/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nzp3md
title: Occurrence Download

description: A dataset containing 1053525161 records in GBIF matching the query:
SELECT catalognumber, scientificname, publishingorgkey, institutioncode, datasetkey, gbifid, decimallatitude, decimallongitude, 
 recordedby, identifiedby, eventdate, kingdomkey, phylumkey, classkey, orderkey, familykey, genuskey, subgenuskey, specieskey
 FROM occurrence WHERE
 orderkey = 729 
 AND taxonomicstatus = 'ACCEPTED' //newly added 12Feb2025
 AND hascoordinate = 1
 AND hasgeospatialissues = 0
 AND specieskey IS NOT NULL
 AND occurrencestatus = 'PRESENT'
 AND (
 basisofrecord = 'HUMAN_OBSERVATION'
 OR basisofrecord = 'MACHINE_OBSERVATION'
 OR basisofrecord = 'OCCURRENCE'
 OR basisofrecord = 'LIVING_SPECIMEN'
 OR basisofrecord = 'MATERIAL_SAMPLE'
 )
 AND NOT ARRAY_CONTAINS(issue, 'ZERO_COORDINATE')
 AND NOT ARRAY_CONTAINS(issue, 'COORDINATE_OUT_OF_RANGE')

 The dataset's 1053525161 records were derived from 12014 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001687-250221090833381/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.b2xt8b
title: Occurrence Download

description: A dataset containing 49991 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Russian Federation",
 "TaxonKey is Haliaeetus albicilla (Linnaeus, 1758)"
 ]
}

 The dataset includes 49991 records from 60 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0069923-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vjtqss
title: Occurrence Download

description: A dataset containing 37 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-70.34553 -18.89031,-69.32649 -17.78147,-68.72998 -16.18892,-69.77387 -15.51947,-71.61311 -15.37573,-74.29741 -15.85447,-70.34553 -18.89031))",
 "HasGeospatialIssue is false",
 "TaxonKey is Liolaemus etheridgei Laurent, 1998"
 ]
}

 The dataset includes 37 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017976-250402121839773/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3vj394
title: Occurrence Download

description: A dataset containing 92950 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ulex parviflorus Pourr.",
 "HasCoordinate is true"
 ]
}

 The dataset includes 92950 records from 168 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017957-250402121839773/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8yngup
title: Occurrence Download

description: A dataset containing 28273 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Sao Tome and Principe",
 "OccurrenceStatus is Present",
 "TaxonKey is Plantae"
 ]
}

 The dataset includes 28273 records from 95 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017974-250402121839773/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25373/ctsnet.28773548
title: Removal of a Neonatal Rhabdomyoma Causing Left Ventricular Outflow Tract Obstruction

description: This video demonstrates the removal of an infantile rhabdomyoma that obstructs the left ventricular outflow tract.
DOI: 10.25373/ctsnet.28773548.v1
title: Removal of a Neonatal Rhabdomyoma Causing Left Ventricular Outflow Tract Obstruction

description: This video demonstrates the removal of an infantile rhabdomyoma that obstructs the left ventricular outflow tract.
DOI: 10.15468/dl.jvnxbw
title: Occurrence Download

description: A dataset containing 698534 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Quercus suber L.",
 "HasCoordinate is true"
 ]
}

 The dataset includes 698534 records from 411 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017958-250402121839773/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.y3zczs
title: Occurrence Download

description: A dataset containing 5991 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Africa",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "IucnRedListCategory is VU",
 "TaxonKey is Hippopotamus Linnaeus, 1758",
 "Year 1995-2024"
 ]
}

 The dataset includes 5991 records from 29 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0059924-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jeum7m
title: Occurrence Download

description: A dataset containing 5348 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "BasisOfRecord is Human Observation",
 "BasisOfRecord is Specimen"
 ]
 },
 "Geometry POLYGON((-169.10156 70.14036,-168.39844 67.06743,-169.10156 59.17593,-173.32031 54.16243,-123.39844 17.97873,-77.69531 -28.92163,-87.77481 -60.35224,-36.68894 -56.97397,-37.61778 -39.24118,-30.1871 -17.37524,-37.61778 18.25951,-49.69262 45.41349,-36.91406 51.61802,-33.05072 65.16474,-9.87229 71.19014,-2.46094 83.59903,-66.44531 84.40594,-127.61719 81.09321,-149.41406 75.84517,-169.10156 70.14036))",
 "HasGeospatialIssue is false",
 "TaxonKey is Aiouea Aubl.",
 "Year 1980-2021"
 ]
}

 The dataset includes 5348 records from 251 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0180369-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wsxehx
title: Occurrence Download

description: A dataset containing 1536 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "BasisOfRecord is Human Observation",
 "BasisOfRecord is Specimen"
 ]
 },
 "Geometry POLYGON((-169.10156 70.14036,-168.39844 67.06743,-169.10156 59.17593,-173.32031 54.16243,-123.39844 17.97873,-77.69531 -28.92163,-87.77481 -60.35224,-36.68894 -56.97397,-37.61778 -39.24118,-30.1871 -17.37524,-37.61778 18.25951,-49.69262 45.41349,-36.91406 51.61802,-33.05072 65.16474,-9.87229 71.19014,-2.46094 83.59903,-66.44531 84.40594,-127.61719 81.09321,-149.41406 75.84517,-169.10156 70.14036))",
 "HasGeospatialIssue is false",
 "TaxonKey is Adelia L.",
 "Year 1980-2021"
 ]
}

 The dataset includes 1536 records from 95 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0180349-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tnqbmh
title: Occurrence Download

description: A dataset containing 19085 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Información florística del Proyecto Mapa de Vegetación para la Clasificación de Ecosistemas del Ecuador Continental"
 ]
}

 The dataset includes 19085 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000287-200127171203522/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ogfuw2
title: Occurrence Download

description: A dataset containing 1082 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Vachellia robusta (Burch.) Kyal. & Boatwr."
 ]
}

 The dataset includes 1082 records from 34 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028101-181108115102211/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.66rm2v
title: Occurrence Download

description: A dataset containing 29646 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-7.18556 40.98165,-7.14672 40.94772,-7.11058 40.89794,-7.05907 40.88764,-7.03641 40.95615,-7.05135 40.9953,-7.02044 40.99582,-7.01632 41.00766,-6.99829 41.02003,-6.99777 41.04218,-7.04928 41.06175,-7.10131 41.08854,-7.09822 41.09987,-7.07968 41.11738,-7.08277 41.13902,-7.13609 41.13824,-7.18679 41.02662,-7.18556 40.98165))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 29646 records from 53 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029971-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.m7mwpk
title: Occurrence Download

description: A dataset listing the 4 species recorded in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Scurrula parasitica L."
 ]
}

 The dataset's 4 records were derived from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0424888-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.