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

description: A dataset containing 615 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (Mexico, Costa Rica, Colombia, Venezuela (Bolivarian Republic of), Ecuador, Peru, Bolivia (Plurinational State of))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Prunus persica (L.) Stokes"
 ]
}

 The dataset includes 615 records from 66 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025510-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rug44t
title: Occurrence Download

description: A dataset containing 2248357 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is iNaturalist Research-grade Observations",
 "TaxonKey is Odonata"
 ]
}

 The dataset includes 2248357 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025507-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yvc5q4
title: Occurrence Download

description: A dataset containing 223 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (Venezuela (Bolivarian Republic of), Colombia)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Psammisia penduliflora (Dunal) Klotzsch"
 ]
}

 The dataset includes 223 records from 28 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025511-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3wxa67
title: Occurrence Download

description: A dataset containing 13478 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((158.74107 -31.82788,159.39193 -31.82788,159.39193 -31.34564,158.74107 -31.34564,158.74107 -31.82788))",
 "IucnRedListCategory is one of (CR, EN, VU, NT, LC, NE)",
 "TaxonKey is Aves",
 "Year 2020-2024"
 ]
}

 The dataset includes 13478 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025512-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.f9n5zr
title: Occurrence Download

description: A dataset containing 359 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Records of Carnivora within the territory of Chornobyl Exclusion Zone, Ukraine, during 2012-2023"
 ]
}

 The dataset includes 359 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025514-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.w9qj8e
title: Occurrence Download

description: A dataset containing 8527 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Global Register of Introduced and Invasive Species - United States (Contiguous) (ver.2.0, 2022)"
 ]
}

 The dataset includes 8527 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025513-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.q2jssc
title: Occurrence Download

description: A dataset containing 8043 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Nerodia taxispilota (Holbrook, 1838)"
 ]
}

 The dataset includes 8043 records from 62 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025515-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qz55x8
title: Occurrence Download

description: A dataset containing 3138 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Solanum aculeatissimum Jacq."
 ]
}

 The dataset includes 3138 records from 211 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025516-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cdyffu
title: Occurrence Download

description: A dataset containing 1461 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-132.71068 -38.28427,8.71068 -38.28427,8.71068 18.28427,-132.71068 18.28427,-132.71068 -38.28427))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Aequidens tetramerus (Heckel, 1840)"
 ]
}

 The dataset includes 1461 records from 71 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025517-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.edkv5r
title: Occurrence Download

description: A dataset containing 20764 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Nerodia erythrogaster (Forster, 1771)"
 ]
}

 The dataset includes 20764 records from 87 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025518-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fnfpqd
title: Occurrence Download

description: A dataset containing 42 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Solanum lycopersicum L.",
 "Year 2010-2024"
 ]
}

 The dataset includes 42 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025519-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25919/e4v9-8x31
title: Parkes observations for project P1281 semester 2024OCTS_07

description: The physical origin of fast radio bursts (FRBs) has been hotly debated over the past decade until the discovery of bright radio bursts from the Galactic magnetar in 2020. The discovery of galactic FRBs has demonstrated that at least some faint FRBs can originate from normal magnetars. So far, only two active FRB repeaters are confirmed to be associated with persistent radio sources, which are normally interpreted as magnetar wind nebulae by theorists. From the most recent observations with the FAST and Parkes telescopes, we observed a particular radio source, VT 1137-0337, and we found several suspicious short-duration single pulse candidates whose dispersion measurements were very close. Notably, the signal found in the Parkes UWL data has a typical pulse width of 1 ms and exhibits an apparent broadband feature. We strongly request continuing to monitor this source with the Parkes UWL receiver, aiming to detect a significant FRB and directly reveal the nature of the active FRB repeaters.
DOI: 10.15468/dl.65b8tg
title: Occurrence Download

description: A dataset containing 9591 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cyperus alternifolius L."
 ]
}

 The dataset includes 9591 records from 482 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025520-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5buu9j
title: Occurrence Download

description: A dataset containing 1888 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Ecuador",
 "TaxonKey is Thunbergia alata Bojer ex Sims",
 "Year 2010-2024"
 ]
}

 The dataset includes 1888 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025521-241126133413365/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.27989561
title: salivary microbiome and metabolites associated with immunotherapy efficacy in lung cancer

description: Lung cancer is a leading cause of cancer mortality, with NSCLC comprising the majority of cases. Despite the advent of immune checkpoint inhibitors(ICIs), a significant number of patients fail to achieve durable respond, highlighting the need to understand the factors influencing treatment efficacy.Salivasamples and tumor samplesfrom 20 NSCLC patientswere collected. The salivary microbiota was profiled using mNGS and the metabolites were analyzed via LC/MS to identify the correlationsamong bacteria, metabolitesand immunotheropy responses.
DOI: 10.6084/m9.figshare.27989561.v1
title: salivary microbiome and metabolites associated with immunotherapy efficacy in lung cancer

description: Lung cancer is a leading cause of cancer mortality, with NSCLC comprising the majority of cases. Despite the advent of immune checkpoint inhibitors(ICIs), a significant number of patients fail to achieve durable respond, highlighting the need to understand the factors influencing treatment efficacy.Salivasamples and tumor samplesfrom 20 NSCLC patientswere collected. The salivary microbiota was profiled using mNGS and the metabolites were analyzed via LC/MS to identify the correlationsamong bacteria, metabolitesand immunotheropy responses.
DOI: 10.15468/dl.zkd23n
title: Occurrence Download

description: A dataset containing 207 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Ecuador",
 "TaxonKey is Ceiba pentandra (L.) Gaertn."
 ]
}

 The dataset includes 207 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025522-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8s7pha
title: Occurrence Download

description: A dataset containing 16340 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pantherophis alleghaniensis (Holbrook, 1836)"
 ]
}

 The dataset includes 16340 records from 60 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025523-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.833fh4
title: Occurrence Download

description: A dataset containing 2262 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Canada",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Silphidae"
 ]
}

 The dataset includes 2262 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025524-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.af7qw9
title: Occurrence Download

description: A dataset containing 53 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Material citation)",
 "Country is Thailand",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Prionailurus bengalensis (Kerr, 1792)"
 ]
}

 The dataset includes 53 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025525-241126133413365/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.27989651
title: LC-MSMS datasets for serum samples

description: Consistent patterns of variation in the gut microbiota, particularly in the relative abundance, have been identified in the adult human gut. Enterotype, another general measure of the gut microbiota, have been suggested as a valuable approach for categorizing human gut microbiota into distinct clusters. The impact of different enterotypes on human health varies, and the changes induced by moderate-altitude exposure remain unclear. This study conducted an in-depth investigation of the cascade effects triggered by enterotype shifts following moderate-altitude exposure.Using shotgun metagenome sequencing, participants before and after moderate-altitude exposure were classified into two groups: cluster BL (dominated by Blautia) and cluster BA (dominated by Bacteroides). Compared to cluster BL, Cluster BA had lower metabolic diseases associated clinical indices (e.g. lower triglycerides and low-density lipoprotein cholesterol), amino acids, fatty acids and bile acids, but abundant correlations among them than cluster BL,Individuals with baseline BL enterotype switched to BA enterotype after moderate-altitude exposure showed prominent improvement in fasting blood glucose with higher Bacteroides species and L-Glutamine but lower L-Glutamate.
DOI: 10.6084/m9.figshare.27989651.v1
title: LC-MSMS datasets for serum samples

description: Consistent patterns of variation in the gut microbiota, particularly in the relative abundance, have been identified in the adult human gut. Enterotype, another general measure of the gut microbiota, have been suggested as a valuable approach for categorizing human gut microbiota into distinct clusters. The impact of different enterotypes on human health varies, and the changes induced by moderate-altitude exposure remain unclear. This study conducted an in-depth investigation of the cascade effects triggered by enterotype shifts following moderate-altitude exposure.Using shotgun metagenome sequencing, participants before and after moderate-altitude exposure were classified into two groups: cluster BL (dominated by Blautia) and cluster BA (dominated by Bacteroides). Compared to cluster BL, Cluster BA had lower metabolic diseases associated clinical indices (e.g. lower triglycerides and low-density lipoprotein cholesterol), amino acids, fatty acids and bile acids, but abundant correlations among them than cluster BL,Individuals with baseline BL enterotype switched to BA enterotype after moderate-altitude exposure showed prominent improvement in fasting blood glucose with higher Bacteroides species and L-Glutamine but lower L-Glutamate.
DOI: 10.6084/m9.figshare.24233629.v10
title: <b>Unlocking Optimal ORM Designs: Accelerated Tradeoff</b><b>Analysis with Transformers</b>

description: Optimizing object-relational database mapping (ORM) design is essential for software system performance. However, current ORM design tools widely used in practice offer limited support for evaluating performance implications. State-of-the-art relying on systematic tradeoff analysis provides greater assistance but becomes impractical for large-scale, real-world systems. In this paper, we introduce an innovative solution grounded in machine learning to efficiently and scalably identify optimal ORM database tradeoffs.Our approach involves training a transformer model using a dataset of formally analyzed object-relational database designs to identify Pareto-optimal design tradeoffs, significantly reducing the number of design candidates. The extensive experiments across various software database systems demonstrate the high effectiveness of the approach in identifying optimal design alternatives overlooked by leading ORM tools. Additionally, our results show a remarkable 98.21\% improvement in analysis efficiency compared to the current state-of-the-art, reducing tradeoff analysis time from over 15 days to around 18 minutes on average.<br><br>
DOI: 10.34740/kaggle/dsv/10143807
title: Top Spotify Songs in 73 Countries (Daily Updated)
DOI: 10.6084/m9.figshare.24233629.v11
title: <b>Unlocking Optimal ORM Designs: Accelerated Tradeoff</b><b>Analysis with Transformers</b>

description: Optimizing object-relational database mapping (ORM) design is essential for software system performance. However, current ORM design tools widely used in practice offer limited support for evaluating performance implications. State-of-the-art relying on systematic tradeoff analysis provides greater assistance but becomes impractical for large-scale, real-world systems. In this paper, we introduce an innovative solution grounded in machine learning to efficiently and scalably identify optimal ORM database tradeoffs.Our approach involves training a transformer model using a dataset of formally analyzed object-relational database designs to identify Pareto-optimal design tradeoffs, significantly reducing the number of design candidates. The extensive experiments across various software database systems demonstrate the high effectiveness of the approach in identifying optimal design alternatives overlooked by leading ORM tools. Additionally, our results show a remarkable 98.21\% improvement in analysis efficiency compared to the current state-of-the-art, reducing tradeoff analysis time from over 15 days to around 18 minutes on average.<br><br>
DOI: 10.5281/zenodo.14251887
title: Test data for package HELPS

description: This repository contains the necessary data files for conducting a test run with the HELPS package.

The dataset includes two types of inputs: daily and monthly.

The daily inputs are derived from a subset of ISIMIP2b data for the year 2020 to 2030, featuring daily gridded (0.5-degree resolution) data for mean temperature (tas), relative humidity (hurs), and air pressure (ps). The monthly inputs, generated using BASD, cover the years from 2015 to 2100 and include monthly gridded (0.5-degree resolution) data for tas, hurs, and surface downwelling shortwave radiation (rsds).

Users are encouraged to refer to the package vignette and utilize the example data provided to explore the features and functionality of the HELPS package.
DOI: 10.5281/zenodo.14251888
title: Test data for package HELPS

description: This repository contains the necessary data files for conducting a test run with the HELPS package.

The dataset includes two types of inputs: daily and monthly.

The daily inputs are derived from a subset of ISIMIP2b data for the year 2020 to 2030, featuring daily gridded (0.5-degree resolution) data for mean temperature (tas), relative humidity (hurs), and air pressure (ps). The monthly inputs, generated using BASD, cover the years from 2015 to 2100 and include monthly gridded (0.5-degree resolution) data for tas, hurs, and surface downwelling shortwave radiation (rsds).

Users are encouraged to refer to the package vignette and utilize the example data provided to explore the features and functionality of the HELPS package.
DOI: 10.5281/zenodo.14322299
title: A TKG Generation Dataset Supervised Distantly by LLMs

description: The Tem-DocRED dataset is organized into a directory, which contains four JSON files. Files named 'train.json', 'val.json', and 'test.json' denote training, validation, and test set of the dataset respectively. The 'rel\_info.json' denotes the meanings represented by all relationship codes.
DOI: 10.5281/zenodo.14322300
title: A TKG Generation Dataset Supervised Distantly by LLMs

description: The Tem-DocRED dataset is organized into a directory, which contains four JSON files. Files named 'train.json', 'val.json', and 'test.json' denote training, validation, and test set of the dataset respectively. The 'rel\_info.json' denotes the meanings represented by all relationship codes.
DOI: 10.15468/dl.br354d
title: Occurrence Download

description: A dataset containing 10 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Thailand",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Neofelis nebulosa (Griffith, 1821)"
 ]
}

 The dataset includes 10 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025526-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14323107
title: Probe data and dropsonde data collected for Man-yi and Toraji

description: Flight data for tropical cyclones Man-yi and Toraji
DOI: 10.5281/zenodo.14323108
title: Probe data and dropsonde data collected for Man-yi and Toraji

description: Flight data for tropical cyclones Man-yi and Toraji
DOI: 10.15468/dl.quhate
title: Occurrence Download

description: A dataset containing 1642 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Modern distribution of the European ground squirrel (Spermophilus citellus) in Ukraine"
 ]
}

 The dataset includes 1642 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025527-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14322883
title: City-level urban-rural water consumption dataset in China from 1965 to 2022

description: We have obtained WC records (including agricultural, industrial, public, urban domestic, rural domestic and ecological WC) for prefecture-level administrative regions in city-level China.





Total WC is the aggregation of six components of sectoral WC.




Urban WC is calculated by the aggregation of industrial WC and urban domestic WC.




Rural WC is calculated by the aggregation of agricultural WC and rural domestic WC.
DOI: 10.5281/zenodo.14322884
title: City-level urban-rural water consumption dataset in China from 1965 to 2022

description: We have obtained WC records (including agricultural, industrial, public, urban domestic, rural domestic and ecological WC) for prefecture-level administrative regions in city-level China.





Total WC is the aggregation of six components of sectoral WC.




Urban WC is calculated by the aggregation of industrial WC and urban domestic WC.




Rural WC is calculated by the aggregation of agricultural WC and rural domestic WC.
DOI: 10.6084/m9.figshare.27989729
title: Raw data

description: Raw data used
DOI: 10.6084/m9.figshare.27989729.v1
title: Raw data

description: Raw data used
DOI: 10.15468/dl.bwdc2b
title: Occurrence Download

description: A dataset containing 113 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Ecuador",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Lycalopex culpaeus (Molina, 1782)",
 "Year 2023-2024"
 ]
}

 The dataset includes 113 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025528-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.esggmm
title: Occurrence Download

description: A dataset containing 25 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Records of Reptilia and Amphibia within the territory of Chornobyl Exclusion Zone, Ukraine, during 2020-2023"
 ]
}

 The dataset includes 25 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025531-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.u39bkk
title: Occurrence Download

description: A dataset containing 1099 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lithobates zweifeli (Hillis, Frost & Webb, 1984)"
 ]
}

 The dataset includes 1099 records from 35 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025529-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.