cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.f3grtv
title: Occurrence Download

description: A dataset containing 9471352 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Occurrence evidence, Material citation, Material sample, Human Observation, Machine Observation, Observation)",
 "Geometry POLYGON((-180 -58,180 -58,180 84,-180 84,-180 -58))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "License is CC-BY-NC 4.0",
 "OccurrenceStatus is Present",
 "TaxonKey is one of (Animalia, Plantae)",
 "Year is 2010"
 ]
}

 The dataset includes 9471352 records from 702 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027432-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7byb2u
title: Occurrence Download

description: A dataset containing 10 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Indonesia",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Coelogyne pandurata Lindl."
 ]
}

 The dataset includes 10 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027446-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.w5hjkt
title: Occurrence Download

description: A dataset containing 40031 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((66.50087 18.19481,140.51025 18.19481,140.51025 53.82896,66.50087 53.82896,66.50087 18.19481))",
 "OccurrenceStatus is Present",
 "TaxonKey is Pinus L."
 ]
}

 The dataset includes 40031 records from 227 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027445-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tq7ep5
title: Occurrence Download

description: A dataset containing 199 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Mangifera foetida Lour.)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Living Specimen, Machine Observation, Literature Occurrence)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 199 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027449-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jqapfp
title: Occurrence Download

description: A dataset containing 47 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Chrysalidocarpus madagascariensis (D.T.Fish) Becc."
 ]
}

 The dataset includes 47 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027448-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57967/hf/5408
title: JMID
DOI: 10.15468/dl.592p7m
title: Occurrence Download

description: A dataset containing 39533 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((68.32205 18.21641,139.59369 18.21641,139.59369 57.6201,68.32205 57.6201,68.32205 18.21641))",
 "OccurrenceStatus is Present",
 "TaxonKey is Betula L."
 ]
}

 The dataset includes 39533 records from 219 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027450-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fe3t9p
title: Occurrence Download

description: A dataset containing 13568 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Flora of Sumatra: Vascular plant collection of selected families deposited at Herbarium of Andalas University (ANDA)"
 ]
}

 The dataset includes 13568 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027451-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.u87r9w
title: Occurrence Download

description: A dataset containing 813301 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is iNaturalist Research-grade Observations",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Country is one of (Canada, Mexico, United States of America)",
 "EventDate is greater than or equal to 2025-03-17",
 "EventDate is less than or equal to 2025-04-16",
 {
 "not" : {
 "Issue" : [
 "is one of (Basis of record invalid, Coordinate reprojection failed, Coordinate reprojection suspicious, Coordinate precision invalid, Coordinate uncertainty meters invalid, Country mismatch, Country invalid, Geodetic datum invalid, Presumed swapped coordinate, Presumed negated longitude, Presumed negated latitude, Country coordinate mismatch)"
 ]
 }
 }
 ]
}

 The dataset includes 813301 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027444-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gthj8z
title: Occurrence Download

description: A dataset containing 3612 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Ecuador",
 "Geometry POLYGON((-79.18134 -1.91679,-79.10125 -2.59759,-78.74883 -2.81384,-77.74766 -2.55754,-77.05886 -2.10101,-77.48335 -1.28405,-78.40443 -1.3241,-79.03717 -1.53234,-79.18134 -1.91679))",
 "OccurrenceStatus is Present",
 "TaxonKey is Mammalia"
 ]
}

 The dataset includes 3612 records from 43 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027453-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15392837
title: LA REALIDAD AUMENTADA EN LA FORMACIÓN INICIAL DOCENTE: UNA REVISIÓN SISTEMÁTICA
DOI: 10.5281/zenodo.15392838
title: LA REALIDAD AUMENTADA EN LA FORMACIÓN INICIAL DOCENTE: UNA REVISIÓN SISTEMÁTICA
DOI: 10.6084/m9.figshare.29043632
title: Stimuli and materials used in experiment 3

description: Presentation code and stimuli used in experiment 3
DOI: 10.6084/m9.figshare.29043632.v1
title: Stimuli and materials used in experiment 3

description: Presentation code and stimuli used in experiment 3
DOI: 10.15468/dl.4qw6u7
title: Occurrence Download

description: A dataset containing 13568 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Flora of Sumatra: Vascular plant collection of selected families deposited at Herbarium of Andalas University (ANDA)"
 ]
}

 The dataset includes 13568 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027455-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7910/dvn/jet3qu
title: Internet Research Agency Tweet Metadata (IDs & Annotations), June 2015–Dec 2017

description: This dataset provides a cleaned, metadata‑only snapshot of the Internet Research Agency’s Twitter activity, comprising 2.97 million tweets from 2,848 identified IRA handles. For each tweet (dating from June 19, 2015 through December 31, 2017), it includes only non‑copyrighted identifiers and derived annotations—Tweet IDs, numeric author IDs, region and language codes, follower/following counts, activity metrics, post type and account classifications, and expanded URL redirects—ensuring full compliance with Twitter’s Developer Agreement. By omitting tweet text and profile handles, the collection supports reproducible, non‑commercial research into the temporal dynamics and network structure of coordinated disinformation campaigns without redistributing licensed content.
description: This dataset contains only Tweet IDs and derived metadata.
Full tweet text and media are governed by Twitter’s Developer Agreement
and Twitter’s Terms of Service (https://developer.twitter.com/en/developer-terms/terms).
Users must hydrate Tweet IDs via the Twitter API and comply with those terms.

Source: Derived from the “3 million Russian troll tweets” dataset originally compiled by Darren Linvill and Patrick Warren (Clemson University) and published by FiveThirtyEight on GitHub under a Creative Commons Attribution 4.0 International license (CC BY 4.0).
Relationship to publication: This cleaned ID + metadata collection supplements Linvill & Warren’s working paper, Troll Factories: The Internet Research Agency and State‑Sponsored Agenda Building (June 2018, Clemson University).
DOI: 10.15468/dl.j6dwey
title: Occurrence Download

description: A dataset containing 627 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Glaucidium sanchezi Lowery & R.J.Newman, 1949"
 ]
}

 The dataset includes 627 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027457-250426092105405/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.26879218
title: DL-SMLM: a biological imaging dataset containing paired widefield and SMLM super-resolution images

description: DL-SMLM is a biological image dataset provided for deep-learning super-resolution microscopy, specially methods enabled by single-molecule localization microscopy (SMLM). DL-SMLM provides aligned low-resolution (LR) and high-resolution (HR) image pairs of subcellular structures in fixed cells, acquired from total internal reflection fluorescence microscopy (TIRF) and SMLM, respectively. This dataset consists of five biological structures: CCPs (clathrin heavy chain), ER membrane (sec61β), ER lumen (KDEL), microtubules (MAP7), and mitochondria outer membrane (TOMM20). For each LR image data, we provide a raw image stack with 100 frames captured at 50 ms per frame, which allows users to generate images with different signal-to-noise ratios. For each SR image data, we provide a reconstruction image (8× magnification) and a raw localization data, which allows users to generate customized SMLM reconstructions with different amplifications. For more information about DL-SMLM, please contact us. Please contact the author by e-mail zhaoxianao16@mails.ucas.ac.cn.
DOI: 10.6084/m9.figshare.29043566
title: Tissue mineral elements in EU and AA under long-term N and P addition

description: Ten mineral elements at the tissue levels in both EU and AA were determined under 10-yr N and P addition. These elements include N, P, S, K, Na, Ca, Mg, Al, Fe, and Mn.
DOI: 10.6084/m9.figshare.29043566.v1
title: Tissue mineral elements in EU and AA under long-term N and P addition

description: Ten mineral elements at the tissue levels in both EU and AA were determined under 10-yr N and P addition. These elements include N, P, S, K, Na, Ca, Mg, Al, Fe, and Mn.
DOI: 10.15468/dl.e8sr8c
title: Occurrence Download

description: A dataset containing 252 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (India, China, Myanmar, Singapore, Viet Nam, Cambodia, Indonesia, Nepal, Philippines, Malaysia, Chinese Taipei, Bangladesh, Lao People’s Democratic Republic, Thailand)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Zizania L."
 ]
}

 The dataset includes 252 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027458-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.h4pk8d
title: Occurrence Download

description: A dataset containing 79 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-115.23789 12.15868,-49.98310 12.15868,-49.98310 38.27178,-115.23789 38.27178,-115.23789 12.15868))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Etropus cyclosquamus Leslie & Stewart, 1986"
 ]
}

 The dataset includes 79 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027459-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15392542
title: The influence of dominant habitats on termite species diversity and community structure in the Brazilian Savanna - Dataset and Scripts

description: The folder contains all the datasets, images, and codes used in the article :The influence of dominant habitats on termite species diversity and community structure in the Brazilian Savanna
DOI: 10.7266/n7v12366
title: EN527/528 nanoSIMS analyses, northern Gulf of Mexico, July 16, 2013
DOI: 10.15468/dl.ethr68
title: Occurrence Download

description: A dataset containing 2918011 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is EOD – eBird Observation Dataset",
 "PublishingCountry is China"
 ]
}

 The dataset includes 2918011 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027447-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7gkbg3
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (India, China, Myanmar, Singapore, Viet Nam, Cambodia, Indonesia, Nepal, Philippines, Malaysia, Chinese Taipei, Bangladesh, Lao People’s Democratic Republic, Thailand)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Halesia Ellis ex L."
 ]
}

 The dataset includes 5 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027461-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15354269
title: Data from: Nutritional effects on the expression of cryptic pigmentation in freshwater isopods

description: Abstract - Cryptic pigmentation is a key phenotypic adaptation that helps many invertebrates evade visual predators. However, little is known about whether and how the expression of pigmentation phenotypes that match the habitat background is influenced by the availability of nutritional resources. Here we investigated whether variation in both the background and the nutritive composition of benthic substrates affect the expressed pigmentation of freshwater isopods (Asellus hilgendorfii). We collected isopods and their predominant substrate from 17 locations across Hokkaido, northern Japan, and quantified substrate background and nutritional composition (total protein, 18 amino acids, and C:N and C:P ratios). We found that variation in isopod pigmentation was better explained by the substrate's nutritive composition than by its background darkness. Specifically, isopods were more pigmented when substrates had intermediate C:P ratios, lower C:N ratios, and a higher proportion of tryptophan - an essential amino acid involved in the isopods’ pigmentation pathway. These results are consistent with previous experiments showing that isopods reared under diets with higher protein concentrations developed more pigmentation, advancing our understanding about the environmental sources of phenotypic variation in natural populations. By demonstrating that nutritional constraints may shape the expression of key phenotypic adaptations in natural populations, our study opens new directions for exploring how organisms navigate adaptive landscapes; particularly in those organisms that rely on pigmentation for signaling and camouflage. Finally, we demonstrate how macronutrients, amino acids, and elemental ratios can serve as biotracers in ecological studies of adaptation, offering new opportunities to examine how stoichiometric traits influence phenotypic plasticity and adaptive capacity, especially in detritivorous taxa.

Dataset - This repository includes all necessary data and code to reproduce the results and images presented in the paper. 

How to use - Check the readme file!
DOI: 10.15468/dl.yjyh9t
title: Occurrence Download

description: A dataset containing 79 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-115.23789 12.15868,-49.98310 12.15868,-49.98310 38.27178,-115.23789 38.27178,-115.23789 12.15868))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Etropus cyclosquamus Leslie & Stewart, 1986"
 ]
}

 The dataset includes 79 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027463-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fznfmc
title: Occurrence Download

description: A dataset containing 1815 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United States of America",
 "DatasetKey is EOD – eBird Observation Dataset",
 "Geometry POLYGON((-80.53339 24.55417,-79.52014 25.55207,-79.98285 26.66603,-82.10688 26.72819,-82.15769 25.39223,-80.53339 24.55417))",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "TaxonKey is Limnothlypis swainsonii (Audubon, 1834)",
 "Year 2011-2025"
 ]
}

 The dataset includes 1815 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027464-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8t99ax
title: Occurrence Download

description: A dataset containing 341 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Sceloporus anahuacus Lara-Gongora, 1983"
 ]
}

 The dataset includes 341 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027465-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.njwr2v
title: Occurrence Download

description: A dataset containing 673950 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is iNaturalist Research-grade Observations",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Country is one of (Canada, Mexico, United States of America)",
 "EventDate is greater than or equal to 2025-04-17",
 "EventDate is less than or equal to 2025-05-17",
 {
 "not" : {
 "Issue" : [
 "is one of (Basis of record invalid, Coordinate reprojection failed, Coordinate reprojection suspicious, Coordinate precision invalid, Coordinate uncertainty meters invalid, Country mismatch, Country invalid, Geodetic datum invalid, Presumed swapped coordinate, Presumed negated longitude, Presumed negated latitude, Country coordinate mismatch)"
 ]
 }
 }
 ]
}

 The dataset includes 673950 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027456-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.16917139
title: NavBehavior

description: Dataset for the paper "Balancing Exploration and Cybersickness: Investigating Curiosity-Driven Behavior in Virtual Environments".
DOI: 10.5281/zenodo.16917138
title: NavBehavior

description: Dataset for the paper "Balancing Exploration and Cybersickness: Investigating Curiosity-Driven Behavior in Virtual Environments".
DOI: 10.6084/m9.figshare.29957228
title: <b>Modeling and </b><b>O</b><b>ptimization of </b><b>L</b><b>ibrary </b><b>I</b><b>nformation </b><b>O</b><b>verload </b><b>C</b><b>ognitive </b><b>L</b><b>oad </b><b>B</b><b>ased on </b><b>M</b><b>ulti-factor </b><b>I</b><b>nteraction </b><b>M</b><b>odel and CNN-LSTM </b><b>F</b><b>usion </b><b>N</b><b>etwork</b>

description: With the explosive growth of library information resources driven by big data and artificial intelligence technology, users are facing increasingly serious information overload, which significantly increases cognitive load and affects learning and mental health. Therefore, this paper integrates cognitive neuroscience and deep learning, constructs a multi-factor interaction model, incorporates variables such as information amount, task complexity, user background, and time pressure into a unified framework, and uses a CNN-LSTM hybrid network to perform real-time feature extraction and fusion of 256 Hz EEG signals and behavioral data to achieve high-precision prediction of cognitive load
DOI: 10.6084/m9.figshare.29957228.v1
title: <b>Modeling and </b><b>O</b><b>ptimization of </b><b>L</b><b>ibrary </b><b>I</b><b>nformation </b><b>O</b><b>verload </b><b>C</b><b>ognitive </b><b>L</b><b>oad </b><b>B</b><b>ased on </b><b>M</b><b>ulti-factor </b><b>I</b><b>nteraction </b><b>M</b><b>odel and CNN-LSTM </b><b>F</b><b>usion </b><b>N</b><b>etwork</b>

description: With the explosive growth of library information resources driven by big data and artificial intelligence technology, users are facing increasingly serious information overload, which significantly increases cognitive load and affects learning and mental health. Therefore, this paper integrates cognitive neuroscience and deep learning, constructs a multi-factor interaction model, incorporates variables such as information amount, task complexity, user background, and time pressure into a unified framework, and uses a CNN-LSTM hybrid network to perform real-time feature extraction and fusion of 256 Hz EEG signals and behavioral data to achieve high-precision prediction of cognitive load
DOI: 10.17632/bchz7b95cd.1
title: Chronic cysteine, glutamine and glutamic acid supplementation reduces anxiety and depressive-related behaviors in Wistar rats subjected to chronic unpredictable mild stress

description: This study aimed to evaluate the antidepressant and anxiolytic effect of a nutritional supplement containing glycine, cysteine, and glutamic acid, the precursor amino acids of GSH in rats exposed to a CMS procedure. 32 eight-week-old male Wistar rats were randomly assigned to a control group (CON) and three groups exposed to six weeks of CMS (n = 8 per group), treated with daily i.o. administration of 1) fluoxetine (1 mg/kg), 2) the nutritional supplement (0.8 mg/kg), and 3) water as a vehicle. The sucrose preference test was performed once a week to detect anhedonia (a core symptom of depression); the elevated plus maze (EPM) and locomotor activity tests were performed to detect anxiety-related behaviors. 
Animals in the CMS groups showed a decrease in weight compared to the CON group. Chronic administration of fluoxetine and the supplement in CMS rats increased sucrose preference and number of entries into open arms, and reduced anxiety index to levels such as the CON group, compared with vehicle-treated CMS rats.