cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.16914183
title: Pre-generated Code Property Graphs (CPGs) for RAG-Hybrid Vulnerability Detection (VulRAG Extension)

description: This dataset contains pre-generated Code Property Graphs (CPGs) in JSON format (~15 GB) used in the RAG-Hybrid Knowledge Base Builder for vulnerability detection in C/C++ code. The dataset includes vulnerable and patched function graphs extracted from the VulRAG benchmark, enabling reproducibility and structural traceability. These CPGs correspond to the training and test sets described in the associated repository: https://github.com/realpikiss/Hybrid-detector.
DOI: 10.15468/dl.3vgx76
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ipomoea purpurea",
 "Country is Zimbabwe",
 "HasCoordinate is true"
 ]
}

 The dataset includes 8 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025978-250811113504898/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.29951894
title: Long-term Suspended Sediment Concentration (SSC) Dataset for the Yangtze River (1984–2021)

description: This dataset provides long-term records of Suspended Sediment Concentration (SSC) for the mainstream of the Yangtze River (.tif), extending from Yibin, Sichuan Province, to the river estuary. The dataset spans the period from 1984 to 2021 and was derived from 30-meter resolution Landsat satellite observations.SSC values were retrieved using remote sensing reflectance derived from Landsat imagery (TM, ETM+, OLI, and OLI-2), following atmospheric correction and empirical regression models validated against in-situ measurements. The dataset provides annual and multi-year composite products that are suitable for hydrological, geomorphological, and environmental studies of the Yangtze River.In addition to the processed dataset, we also provide the Google Earth Engine (GEE) code (.JS) used to generate the SSC products. The code allows users to reproduce the dataset or extend it with alternative calibration models, temporal windows, or spatial domains.
DOI: 10.6084/m9.figshare.29951894.v2
title: Suspended sediment concentration in the mainstream of Yangtze River between 1984 and 2021

description: This dataset provides long-term records of Suspended Sediment Concentration (SSC) for the mainstream of the Yangtze River, extending from Yibin, Sichuan province, to the river estuary. The dataset spans the period from 1984 to 2021 and was derived from 30-meter resolution Landsat satellite observations.
DOI: 10.6084/m9.figshare.29951894.v3
title: Long-term Suspended Sediment Concentration (SSC) Dataset for the Yangtze River (1984–2021)

description: This dataset provides long-term records of Suspended Sediment Concentration (SSC) for the mainstream of the Yangtze River (.tif), extending from Yibin, Sichuan Province, to the river estuary. The dataset spans the period from 1984 to 2021 and was derived from 30-meter resolution Landsat satellite observations.SSC values were retrieved using remote sensing reflectance derived from Landsat imagery (TM, ETM+, OLI, and OLI-2), following atmospheric correction and empirical regression models validated against in-situ measurements. The dataset provides annual and multi-year composite products that are suitable for hydrological, geomorphological, and environmental studies of the Yangtze River.In addition to the processed dataset, we also provide the Google Earth Engine (GEE) code (.JS) used to generate the SSC products. The code allows users to reproduce the dataset or extend it with alternative calibration models, temporal windows, or spatial domains.
DOI: 10.57830/2315071
title: Streamside Bird Monitoring Data in Eastern Rivers and Mountains Network Parks (2011-2025) Data Package

description: This data package contains records and metadata of avian point count data that were collected in six National Park Service units as part of the Eastern Rivers and Mountains Network Streamside Bird Monitoring Protocol. Data were collected between 2011 and 2025. The point counts were conducted by paid technicians during May and June of the inclusive years. Multiple sites per park were sampled each year and each site consisted of 3 point count stations. Sites were typically sampled four times each year. During point counts, the following information for each individual bird detected was recorded: 1) species identity, 2) type of detection (e.g., song, calls or chips, visual), 3) the distance band of first detection (≤ 50 m, 51 – 75 m, or > 75 m of the point count station), 4) each 1 min interval the bird was detected, 5) if the bird was a juvenile, and 6) if the bird was flying over the canopy at the time of detection. Point count length was 10 minutes. The streamside bird monitoring protocol consists of a narrative, standard operating procedures, and a quality assurance plan that outline the rationale, objectives, sampling design, data quality evaluation, and other specific aspects of the monitoring protocol.
DOI: 10.15468/dl.2zdwqh
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Hemimyzon nanensis)",
 "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 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025979-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25574/26249
title: Chandra X-ray Observatory ObsId 26249

description: Tracking the X-ray Emission of the Remarkable SGRB 211106A
DOI: 10.15468/dl.t2csq3
title: Occurrence Download

description: A dataset containing 73 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is one of (Spartina densiflora, Spartina densiflora junciformis, Spartina densiflora obtusa, Spartina densiflora acuta)",
 "Year 1970-2025"
 ]
}

 The dataset includes 73 records from 32 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025982-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.54npre
title: Occurrence Download

description: A dataset containing 91 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Ecuador",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "PublishingOrg is one of (90fd6680-349f-11d8-aa2d-b8a03c50a862, 8e1a97a0-3ca8-11d9-8439-b8a03c50a862, 396d5f30-dea9-11db-8ab4-b8a03c50a862, ae447c50-b8a8-11d8-92a4-b8a03c50a862, f0b6a090-a4c6-11d8-9534-b8a03c50a862, 061b4f20-f241-11da-a328-b8a03c50a862, 0dc9c7a0-b5c6-11d9-a0b8-b8a03c50a862, 6ba9a8cc-513a-4a51-bf93-6f5de8040a96, 7b8aff00-a9f8-11d8-944b-b8a03c50a862)",
 "TaxonKey is Costus laevis"
 ]
}

 The dataset includes 91 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025983-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.djejvs
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Physalis lagascae",
 "Country is Australia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 6 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025981-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.z4tqjw
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025980-250811113504898/datasets/export for details.
DOI: 10.15468/dl.npwxsr
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Microsynodontis nasutus)",
 "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 3 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025984-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5065/xymr-k338
title: ICARUS Chamber Experiment: Ng Research Group_20210214_3-Methylfuran_Hydroxyl radical_Ammonium sulfate

description: Goals: To investigate SOA and secondary brown carbon formationSummary: 3-methylfuran was oxidized via OH in the presence of AS seed and NOx. HONO was used for the OH source.Organization: Ng Research Group Lab Affiliation: Georgia Institute of Technology Chamber: Georgia Tech Environmental Chamber (Near)Experiment Category: Gas phase chemical reaction, Multiphase chemical reaction, Aerosol formation Oxidant: Hydroxyl radical Reactants: 3-Methylfuran Reaction Type: Photooxidation, Other aqueous/aerosol phase Relative Humidity: 50 Temperature: 25 Seed Name: Ammonium sulfate
DOI: 10.15468/dl.e42jgk
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025986-250811113504898/datasets/export for details.
DOI: 10.15468/dl.bnqz4q
title: Occurrence Download

description: A dataset containing 58 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Nepal",
 "TaxonKey is Swertia chirayita"
 ]
}

 The dataset includes 58 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025987-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.36a6kr
title: Occurrence Download

description: A dataset containing 34065 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Asclepias incarnata"
 ]
}

 The dataset includes 34065 records from 184 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025985-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ew5kef
title: Occurrence Download

description: A dataset listing the 66 species recorded in GBIF matching the query:
{
 "and" : [
 "GadmGid is IND.16.10_1",
 "OccurrenceStatus is Present",
 "TaxonKey is Odonata"
 ]
}

 The dataset's 66 records were derived from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025977-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cautcp
title: Occurrence Download

description: A dataset containing 290 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Physalis lagascae",
 "Country is China",
 "HasCoordinate is true"
 ]
}

 The dataset includes 290 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025988-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vfb2ax
title: Occurrence Download

description: A dataset containing 47 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Mugilogobius wilsoni)",
 "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 47 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025989-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nfv32g
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Physalis lagascae",
 "Country is Micronesia (Federated States of)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025990-250811113504898/datasets/export for details.
DOI: 10.15468/dl.56yeqj
title: Occurrence Download

description: A dataset containing 10 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Physalis lagascae",
 "Country is India",
 "HasCoordinate is true"
 ]
}

 The dataset includes 10 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025992-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25934/pr00011196
title: Evaluating the Effectiveness of Proton Beam Radiotherapy Combined with Atezolizumab and Bevacizumab for Primary Liver Cancer with Portal Vein Invasion: The PORTAL Study

description: Hepatocellular carcinoma (HCC), or liver cancer, occurs when a tumor (an abnormal mass of tissue that forms when cells grow and divide more than they should or do not die when they should) grows on the liver. It is one of the most common cancers and the second leading cause of cancer-related deaths worldwide. Treatment options depend on how far the disease has progressed. In advanced cases, patients are usually treated with anti-cancer drugs. One major study, called IMbrave150, showed that a combination of two medicines—Atezolizumab and Bevacizumab—helped patients with advanced liver cancer live longer. Atezolizumab helps the immune system attack cancer cells, while Bevacizumab blocks the growth of new blood vessels that tumors need to grow.

Radiation therapy (a cancer treatment that uses high doses of radiation to kill cancer cells and shrink tumors) is another treatment option for liver cancer. However, most radiation therapy uses “photon” beams (a type of high-energy X-ray to target the tumor), which can harm healthy liver tissue in patients who already have poor liver function. Proton beam therapy, which uses “proton" (tiny particles that carry a positive charge) instead of photon, is a different approach that can better protect healthy areas by more precisely targeting the tumor.

This study aims to find out whether adding proton beam therapy to Atezolizumab and Bevacizumab can help patients with advanced liver cancer that has spread to major blood vessels in the liver live longer and control the disease more effectively.
DOI: 10.5065/ftvf-9y25
title: ICARUS Chamber Experiment: Ng Research Group_20210304_2-Methylfuran_Hydroxyl radical_Ammonium sulfate

description: Goals: To investigate SOA and secondary brown carbon formationSummary: 2-methylfuran was oxidized via OH in the presence of AS seed and NOx. HONO was used for the OH source.Organization: Ng Research Group Lab Affiliation: Georgia Institute of Technology Chamber: Georgia Tech Environmental Chamber (Near)Experiment Category: Gas phase chemical reaction, Multiphase chemical reaction, Aerosol formation Oxidant: Hydroxyl radical Reactants: 2-Methylfuran Reaction Type: Photooxidation, Other aqueous/aerosol phase Relative Humidity: 5 Temperature: 25 Seed Name: Ammonium sulfate
DOI: 10.6084/m9.figshare.29952053
title: Data for figures in "Large Magnetoresistance in an Electrically Tunable van der Waals Antiferromagnet"

description: Data for figures in "Large Magnetoresistance in an Electrically Tunable van der Waals Antiferromagnet"
DOI: 10.6084/m9.figshare.29952053.v1
title: Data for figures in "Large Magnetoresistance in an Electrically Tunable van der Waals Antiferromagnet"

description: Data for figures in "Large Magnetoresistance in an Electrically Tunable van der Waals Antiferromagnet"
DOI: 10.15468/dl.ewz6us
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025994-250811113504898/datasets/export for details.
DOI: 10.15468/dl.8q48t8
title: Occurrence Download

description: A dataset containing 15 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Channa harcourtbutleri)",
 "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 15 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025993-250811113504898/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.29951969
title: <b>A Qualitative Exploration of Family Estrangement Among LGBTQIA+ Youth in India </b>

description: Family socialization is a dynamic process that shapes the well-being and identity development of LGBTQIA+ individuals. While existing literature primarily examines family-initiated estrangement, there remains a dearth of studies analyzing how queer individuals themselves initiate estrangement from their families, particularly in the Indian context. The present study explores the lived experiences of queer adults (ages 18–30) in India who are navigating emotional distance or estrangement from their families. This study adopts a qualitative methodology. The data was collected through semi-structured interviews with fifteen Indian queer adults. A six-step approach to thematic analysis was employed to analyze the qualitative data. The findings revealed six key themes: (a) disclosure, (b) post-disclosure conflicts: the initial ruptures, (c) non-disclosure related struggles and resulting distance, (d) catalysts for weakening of bonds, (e) final cut-off: the gradual process, and (f) consequences of emotional estrangement. Results indicate that emotional detachment occurred in stages, with some individuals engaging in preparatory strategies to mitigate negative psychological impacts. Additionally, the role of disclosure and childhood trauma in shaping estrangement trajectories is discussed. The broader repercussions of estrangement on mental health and social belonging are highlighted.<br><br>
DOI: 10.6084/m9.figshare.29951969.v1
title: <b>A Qualitative Exploration of Family Estrangement Among LGBTQIA+ Youth in India </b>

description: Family socialization is a dynamic process that shapes the well-being and identity development of LGBTQIA+ individuals. While existing literature primarily examines family-initiated estrangement, there remains a dearth of studies analyzing how queer individuals themselves initiate estrangement from their families, particularly in the Indian context. The present study explores the lived experiences of queer adults (ages 18–30) in India who are navigating emotional distance or estrangement from their families. This study adopts a qualitative methodology. The data was collected through semi-structured interviews with fifteen Indian queer adults. A six-step approach to thematic analysis was employed to analyze the qualitative data. The findings revealed six key themes: (a) disclosure, (b) post-disclosure conflicts: the initial ruptures, (c) non-disclosure related struggles and resulting distance, (d) catalysts for weakening of bonds, (e) final cut-off: the gradual process, and (f) consequences of emotional estrangement. Results indicate that emotional detachment occurred in stages, with some individuals engaging in preparatory strategies to mitigate negative psychological impacts. Additionally, the role of disclosure and childhood trauma in shaping estrangement trajectories is discussed. The broader repercussions of estrangement on mental health and social belonging are highlighted.<br><br>
DOI: 10.15468/dl.3zjtqm
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025995-250811113504898/datasets/export for details.
DOI: 10.5281/zenodo.16913156
title: Dataset for article Potential transmembrane proteins-transporters of chelidonic acid for its intracellular uptake: in silico simulation
DOI: 10.5281/zenodo.16913155
title: Dataset for article Potential transmembrane proteins-transporters of chelidonic acid for its intracellular uptake: in silico simulation
DOI: 10.15468/dl.729hbw
title: Occurrence Download

description: A dataset containing 2861 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Brazil",
 "TaxonKey is Gaultheria"
 ]
}

 The dataset includes 2861 records from 146 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025996-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25500/edata.bham.00001352
title: Data corresponding to thesis chapter entitled 'Assessing the potential of three organic biomarkers in providing insights into the diet and ecology of two lemur species'
DOI: 10.15468/dl.w62gch
title: Occurrence Download

description: A dataset containing 47302 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Asclepias tuberosa"
 ]
}

 The dataset includes 47302 records from 201 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025997-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2u85uy
title: Occurrence Download

description: A dataset containing 39 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Rasbora paucisqualis)",
 "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 39 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025999-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.