cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.emkev2
title: Occurrence Download

description: A dataset containing 335 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Lagerstroemia speciosa",
 "Year 1970-2010"
 ]
}

 The dataset includes 335 records from 82 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012034-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.q6mstx
title: Occurrence Download

description: A dataset containing 4652 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Chinese Taipei",
 "Year is 2012",
 "InstitutionCode is iNaturalist"
 ]
}

 The dataset includes 4652 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012033-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.x9uqsy
title: Occurrence Download

description: A dataset containing 12 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Canada",
 "Geometry POLYGON((-143.59838 45.16007,-105.62076 45.16007,-105.62076 63.15826,-143.59838 63.15826,-143.59838 45.16007))",
 "HasGeospatialIssue is false",
 "TaxonKey is Rhizina"
 ]
}

 The dataset includes 12 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012035-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qdn5pr
title: Occurrence Download

description: A dataset containing 795538 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Xeno-canto - Bird sounds from around the world"
 ]
}

 The dataset includes 795538 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012026-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.z4we2t
title: Occurrence Download

description: A dataset containing 4536 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Chinese Taipei",
 "Year is 2013",
 "InstitutionCode is iNaturalist"
 ]
}

 The dataset includes 4536 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012038-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.21546540
title: WRR-Soil-rock interface water.xlsx

description: (1)Seasonal variations in daily precipitation (mm), daily air temperature (◦C);(2) mean soil moisture content at depths of 0-20 cm and 20-40 cm (%)；(3) δ<sup>2</sup>H and δ<sup>18</sup>O values of precipitation and the differences in δ<sup>2</sup>H and δ<sup>18</sup>O between upper soil water, lower soil water, SRI water, deep groundwater and the previous precipitation (‰) in a subtropical karst mountainous area.
DOI: 10.6084/m9.figshare.21546540.v1
title: WRR-Soil-rock interface water.xlsx

description: (1)Seasonal variations in daily precipitation (mm), daily air temperature (◦C);(2) mean soil moisture content at depths of 0-20 cm and 20-40 cm (%)；(3) δ<sup>2</sup>H and δ<sup>18</sup>O values of precipitation and the differences in δ<sup>2</sup>H and δ<sup>18</sup>O between upper soil water, lower soil water, SRI water, deep groundwater and the previous precipitation (‰) in a subtropical karst mountainous area.
DOI: 10.15468/dl.4s98vm
title: Occurrence Download

description: A dataset containing 2523 species occurrences available in GBIF matching the query:
{
 "and" : [
 "PublishingOrg is 576f00f2-c26c-41f7-991e-a37e07cbd3ec",
 "TaxonKey is Animalia"
 ]
}

 The dataset includes 2523 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012040-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4jg64m
title: Occurrence Download

description: A dataset containing 6232 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Chinese Taipei",
 "Year is 2014",
 "InstitutionCode is iNaturalist"
 ]
}

 The dataset includes 6232 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012041-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.k9ku9e
title: Occurrence Download

description: A dataset containing 122 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Ficus altissima",
 "Year 1970-2010"
 ]
}

 The dataset includes 122 records from 28 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012042-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34740/kaggle/dsv/13592172
title: Indonesia News Dataset (2025)
DOI: 10.15468/dl.8zaktk
title: Occurrence Download

description: A dataset containing 7478 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Chinese Taipei",
 "Year is 2015",
 "InstitutionCode is iNaturalist"
 ]
}

 The dataset includes 7478 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012043-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34740/kaggle/ds/5673686
title: Indonesia News Dataset (2025)
DOI: 10.15468/dl.3eta2p
title: Occurrence Download

description: A dataset containing 7927 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Chinese Taipei",
 "Year is 2016",
 "InstitutionCode is iNaturalist"
 ]
}

 The dataset includes 7927 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012045-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vv9gar
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Canada",
 "Geometry POLYGON((-141.39632 46.92066,-109.73891 46.92066,-109.73891 62.19609,-141.39632 62.19609,-141.39632 46.92066))",
 "HasGeospatialIssue is false",
 "TaxonKey is Neurospora"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012046-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17509400
title: Thai Food Image Dataset for Imbalanced Classification

description: “This dataset contains 10,782 labeled Thai food images across 22 categories. It was used for the paper ‘Enhancing Thai Food Image Classification Accuracy via Hybrid-Sampling Transfer Learning.’ Each image is manually verified and grouped by food type.”
DOI: 10.5281/zenodo.17509401
title: Thai Food Image Dataset for Imbalanced Classification

description: “This dataset contains 10,782 labeled Thai food images across 22 categories. It was used for the paper ‘Enhancing Thai Food Image Classification Accuracy via Hybrid-Sampling Transfer Learning.’ Each image is manually verified and grouped by food type.”
DOI: 10.15468/dl.taj67c
title: Occurrence Download

description: A dataset containing 615 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Ficus hispida",
 "Year 1970-2010"
 ]
}

 The dataset includes 615 records from 46 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012047-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sg6zza
title: Occurrence Download

description: A dataset containing 443 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Fauna of Lepidoptera of the Mykhailivska Tsilyna Nature Reserve"
 ]
}

 The dataset includes 443 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012048-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57760/sciencedb.30943
title: Bibliometrics
title: Bibliometrics

description: It is about the Bibliometric analysis
description: It is about the Bibliometric analysis
DOI: 10.57760/sciencedb.30945
title: Street Food TIE
title: Street Food TIE

description: This study which integrates the Tendency-Involvement-Experience Model and the Theory of Planned Behavior, aims to explan tourists experience with street food. the researc was conducted using a sample of 310 volunteer tourists from Turkey.
description: This study which integrates the Tendency-Involvement-Experience Model and the Theory of Planned Behavior, aims to explan tourists experience with street food. the researc was conducted using a sample of 310 volunteer tourists from Turkey.
DOI: 10.57760/sciencedb.30948
title: Amplicon sequencing data (16S rRNA and ITS) of soil and plant microbiomes from a maize-soybean intercropping system in Changtu County, Liaoning Province
title: Amplicon sequencing data (16S rRNA and ITS) of soil and plant microbiomes from a maize-soybean intercropping system in Changtu County, Liaoning Province

description: This dataset originates from a maize-soybean intercropping experiment conducted in Changtu County, Liaoning Province. Through amplicon sequencing of the 16S rRNA gene (targeting bacteria) and the ITS region (targeting fungi) of collected soil and plant samples, it reveals the composition and structure of bacterial and fungal communities within this agricultural system. The dataset includes high-quality raw sequencing data and pre-processed sequence files, providing first-hand data support for research on the impact of intercropping on microbial ecology and agricultural sustainable development.
description: This dataset originates from a maize-soybean intercropping experiment conducted in Changtu County, Liaoning Province. Through amplicon sequencing of the 16S rRNA gene (targeting bacteria) and the ITS region (targeting fungi) of collected soil and plant samples, it reveals the composition and structure of bacterial and fungal communities within this agricultural system. The dataset includes high-quality raw sequencing data and pre-processed sequence files, providing first-hand data support for research on the impact of intercropping on microbial ecology and agricultural sustainable development.
DOI: 10.15468/dl.t2mshe
title: Occurrence Download

description: A dataset containing 3034 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Heritiera littoralis"
 ]
}

 The dataset includes 3034 records from 112 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012049-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57760/sciencedb.30951
title: MARVEL Migdal
title: MARVEL Migdal

description: The MARVEL Experiment collected datasets in March and July 2024.
description: The MARVEL Experiment collected datasets in March and July 2024.
DOI: 10.57760/sciencedb.30952
title: the concatenated matrix include 83 taxa of Annoanceae and 6864 bp of 6 chloroplast regions
title: the concatenated matrix include 83 taxa of Annoanceae and 6864 bp of 6 chloroplast regions

description: cp_5reg_v6trim.nex: the concatenated matrix include 83 taxa and 6864 characters of 6 chloroplast regions.charset matK=1-774;charset ndhF=775-2736;charset AH=2737-3183;charset rbcL=3184-4480;charset trnLF=4481-5364;charset ycf1=5365-6864.
description: cp_5reg_v6trim.nex: the concatenated matrix include 83 taxa and 6864 characters of 6 chloroplast regions.charset matK=1-774;charset ndhF=775-2736;charset AH=2737-3183;charset rbcL=3184-4480;charset trnLF=4481-5364;charset ycf1=5365-6864.
DOI: 10.57760/sciencedb.30937
title: A dataset of spectral classes for global inland and coastal water bodies spanning 1984–2021
title: A dataset of spectral classes for global inland and coastal water bodies spanning 1984–2021

description: A global spectral class dataset for inland and coastal waters was established by leveraging all available high-quality Landsat 5 and 8 Collection 1 surface reflectance data from 1984 to 2021 with the aim of attaining a comprehensive understanding of the transformation in spatial and temporal scales across global inland and coastal waters over the past decades. Spectral class was obtained by utilizing the omni-spectral classification and scoring with near-infrared (OCN) method.
description: A global spectral class dataset for inland and coastal waters was established by leveraging all available high-quality Landsat 5 and 8 Collection 1 surface reflectance data from 1984 to 2021 with the aim of attaining a comprehensive understanding of the transformation in spatial and temporal scales across global inland and coastal waters over the past decades. Spectral class was obtained by utilizing the omni-spectral classification and scoring with near-infrared (OCN) method.
DOI: 10.5281/zenodo.17509392
title: From Reporting to Resilience: Strategic Communication of Sustainable Entrepreneurship and Green Innovation through ISSB Disclosures in Indonesia
DOI: 10.5281/zenodo.17509391
title: From Reporting to Resilience: Strategic Communication of Sustainable Entrepreneurship and Green Innovation through ISSB Disclosures in Indonesia
DOI: 10.15468/dl.vmpqyx
title: Occurrence Download

description: A dataset containing 16559 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Chinese Taipei",
 "Year is 2017",
 "InstitutionCode is iNaturalist"
 ]
}

 The dataset includes 16559 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012050-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6fx2bz
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is BOLD:AEN2964"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012051-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ye4836
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Canada",
 "Geometry POLYGON((-143.70729 46.22697,-109.31082 46.22697,-109.31082 63.34013,-143.70729 63.34013,-143.70729 46.22697))",
 "HasGeospatialIssue is false",
 "TaxonKey is Geoscypha"
 ]
}

 The dataset includes 6 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012052-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3afws3
title: Occurrence Download

description: A dataset containing 193 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Zygophyllum xanthoxylum"
 ]
}

 The dataset includes 193 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012053-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7266/n7-v9gp-qd98
title: Southern Louisiana marsh food webs: Fatty acid data for tissue samples collected from May to December 2015
DOI: 10.15468/dl.w8s3nb
title: Occurrence Download

description: A dataset containing 76 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, 33d232b5-5cc2-4521-8bd6-121c5bb41c32, 396d5f30-dea9-11db-8ab4-b8a03c50a862, d0565c76-11b3-4515-820f-ff5bab74c202, eac88d99-9f6c-4031-8fc4-8088f0e0dfe7, c1da06f0-580e-11dc-8a9e-b8a03c50a862)",
 "TaxonKey is Paspalum humboldtianum"
 ]
}

 The dataset includes 76 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012054-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ptbxn3
title: Occurrence Download

description: A dataset containing 92554 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Galapagos Subtidal Biodiversity"
 ]
}

 The dataset includes 92554 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012044-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.h2b6f3
title: Occurrence Download

description: A dataset containing 81 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Phrynosoma ditmarsi"
 ]
}

 The dataset includes 81 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012055-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bju7mm
title: Occurrence Download

description: A dataset containing 47795 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Chinese Taipei",
 "Year is 2018",
 "InstitutionCode is iNaturalist"
 ]
}

 The dataset includes 47795 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012056-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6kzv2q
title: Occurrence Download

description: A dataset containing 16645 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Conocarpus erectus"
 ]
}

 The dataset includes 16645 records from 407 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012059-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hs5s2n
title: Occurrence Download

description: A dataset containing 2742 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Fauna of Hemiptera (Insecta) in the Republic of Mordovia"
 ]
}

 The dataset includes 2742 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012060-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cmrcqu
title: Occurrence Download

description: A dataset containing 9 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is BOLD:ACV8718"
 ]
}

 The dataset includes 9 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012062-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17509411
title: AI-DRIVEN DECISION OPTIMIZATION IN C4I SYSTEMS

description: This dataset contains all experimental results, simulation logs, and figure sources for the paper ‘AI-Driven Decision Optimization in C4I Systems’ (submitted to JISE, 2025). Each CSV corresponds to one experiment phase, and PNG/PDF files reproduce Figures 1–9 in the manuscript.
DOI: 10.5281/zenodo.17509412
title: AI-DRIVEN DECISION OPTIMIZATION IN C4I SYSTEMS

description: This dataset contains all experimental results, simulation logs, and figure sources for the paper ‘AI-Driven Decision Optimization in C4I Systems’ (submitted to JISE, 2025). Each CSV corresponds to one experiment phase, and PNG/PDF files reproduce Figures 1–9 in the manuscript.
DOI: 10.15468/dl.rbrxe3
title: Occurrence Download

description: A dataset containing 240646 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is one of (North America, South America)",
 "Country is one of (United States of America, Mexico, Brazil, Canada, Colombia, Argentina, Panama, Ecuador, Bolivia (Plurinational State of), Paraguay)",
 "TaxonKey is Vespertilionidae"
 ]
}

 The dataset includes 240646 records from 569 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012036-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17509425
title: Wikimedia: Wikimedia Commons (71) in DwCA

description: Wikimedia Commons is a media file repository making available public domain and freely-licensed educational media content (images, sound and video clips) to all. It acts as a common repository for the various projects of the Wikimedia Foundation, but you do not need to belong to one of those projects to use media hosted here. The repository is created and maintained not by paid-for artists but by volunteers. https://commons.wikimedia.org/wiki/Main_Page
Wikimedia Commons is a media file repository making available public domain and freely-licensed educational media content (images, sound and video clips) to all. It acts as a common repository for the various projects of the Wikimedia Foundation, but you do not need to belong to one of those projects to use media hosted here. The repository is created and maintained not by paid-for artists but by volunteers. 
https://commons.wikimedia.org/wiki/Main_Page
DOI: 10.5281/zenodo.15291204
title: Supplementary material and model results

description: Both files are related to the paper “Unique Rapid Decline of the Subei Shoal Cold Patch: A Transition Driven by Local Circulation Changes and Upwelling Dynamics” 

(1) "Model_results.zip". It includes the original results of the two-layer nested model and the model diagnosis results. 

(2) "Supplementary material.pdf". The verification the model and the changes of cold patches in other years have been supplemented.

The other datasets and model results generated and analyzed during the current study are available on reasonable request. 

The model simulations were supported by the high-performance computing cluster of the State Key Laboratory of Satellite Ocean Environment Dynamics.