cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.adhks8
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Chetia brevis Jubb, 1968",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((20.7576 -24.3688,20.529 -24.0715,20.509 -24.0715,20.509 -28.5786,25.5395 -28.5786,25.5395 -24.0715,25.1306 -24.0715,24.9333 -24.4571,23.8962 -24.2467,22.8065 -24.295,22.3719 -24.7207,22.2323 -25.547,22.0387 -25.7188,21.7833 -25.7784,21.5388 -25.7113,21.3553 -25.5415,20.7576 -24.3688))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025856-250525065834625/datasets/export for details.
DOI: 10.7281/t1/7wxpin
title: Data Associated with publication "Vertical transport of sediment-associated metals and cyanobacteria by ebullition in a stratified lake"

description: The purpose of this collection is to make available to the public the material necessary to validate the research findings for the article listed in "Related Publications." Bubbles adsorb and transport particulate matter both in industrial and marine systems. While methane-containing bubbles emitted from anoxic sediments are found extensively in aquatic ecosystems, relatively little attention has been paid to the possibility that such bubbles transport particle-associated chemical or biological material from sediments to surface waters of freshwater lakes. We quantified transport of particulate material from sediments to the surface by bubbles in Upper Mystic Lake, MA and in a 15 m tall experimental column. Vertical particle transport was positively correlated with the volume of gas bubbles released from the sediment. Particles transported by bubbles originated almost entirely in the sediment, rather than being scavenged from the water column. Concentrations of arsenic, chromium, lead, and cyanobacterial cells in bubble-transported particulate material were similar to those of bulk sediment, and particles were transported from depths exceeding 15 m, resulting in daily fluxes as large as 0.18 µg of arsenic m-2 and 2 x 104 cyanobacterial cells m-2 in the strongly stratified Upper Mystic Lake. While bubble-facilitated arsenic transport currently appears to be a modest component of total arsenic cycling in this lake, bubble-facilitated cyanobacterial transport could comprise as much as 17% of recruitment in this lake and may thus be of particular importance in large, deep, stratified lakes.
DOI: 10.15468/dl.yg4dwe
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Material sample)"
 ]
 }
 },
 "TaxonKey is Pipistrellus musciculus Thomas, 1913",
 "Continent is one of (Africa)",
 "Year is greater than or equal to 1900"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025857-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zq4xhv
title: Occurrence Download

description: A dataset containing 10351530 species occurrences available in GBIF matching the query:
{
 "PublishingOrg" : [
 "is bc092ff0-02e4-11dc-991f-b8a03c50a862"
 ]
}

 The dataset includes 10351530 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025840-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2henya
title: Occurrence Download

description: A dataset containing 1143 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Dormitator maculatus (Bloch, 1792)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is Human Observation",
 "Year is greater than or equal to 2005"
 ]
}

 The dataset includes 1143 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025858-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.f6nv47
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Chetia brevis Jubb, 1968",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((20.529 -24.0715,20.509 -24.0455,20.509 -24.0715,20.529 -24.0715))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025859-250525065834625/datasets/export for details.
DOI: 10.34740/kaggle/dsv/12083431
title: BOS Kemdikbud
DOI: 10.15468/dl.pvgqwr
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Material sample)"
 ]
 }
 },
 "TaxonKey is Hypsugo musciculus (Thomas, 1913)",
 "Continent is one of (Africa)",
 "Year is greater than or equal to 1900"
 ]
}

 The dataset includes 8 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025860-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15611450
title: PhD_Thesis_AdditionalSupplementaryTables
DOI: 10.5281/zenodo.15611451
title: PhD_Thesis_AdditionalSupplementaryTables
DOI: 10.6084/m9.figshare.29260181
title: How Patch Selection Shapes Life History Traits: Insights from a Damselfly Emergence

description: Environmental heterogeneity can drive intraspecific variation in life history traits. Sampling across multiple habitat patches enables the detection of such spatial variation, offering a more comprehensive understanding of species-level variation in traits resulting from responses to fine-scale environmental conditions. This study investigates how life history traits in the damselfly <i>Calopteryx haemorrhoidalis</i> differ among habitat patches in a lotic freshwater system. We tested the hypothesis that individuals emerging from different patches potentially exhibit distinct traits (phenology, body size, and seasonal patterns). We sampled exuviae from seven patches along a stream in northeastern Algeria during spring and summer 2012. We recorded exuvia abundance, emergence timing, body size at emergence, and sex ratio. We found significant variation among patches in exuviae abundance, emergence phenology, and seasonal trends in body size. While body size at emergence remained largely consistent across patches, the seasonal pattern in size differed, with some patches showing strong temporal patterns (declines) and others showing none. Sex ratio was female-biased overall but did not differ significantly between patches. Our findings highlight the ecological relevance of spatial heterogeneity at small scales. Sampling a single patch may yield biased estimates of key life history traits, thus incorporating spatial replicates is essential for accurately characterizing population-level patterns and informing effective conservation strategies in freshwater ecosystems.
DOI: 10.6084/m9.figshare.29260181.v1
title: How Patch Selection Shapes Life History Traits: Insights from a Damselfly Emergence

description: Environmental heterogeneity can drive intraspecific variation in life history traits. Sampling across multiple habitat patches enables the detection of such spatial variation, offering a more comprehensive understanding of species-level variation in traits resulting from responses to fine-scale environmental conditions. This study investigates how life history traits in the damselfly <i>Calopteryx haemorrhoidalis</i> differ among habitat patches in a lotic freshwater system. We tested the hypothesis that individuals emerging from different patches potentially exhibit distinct traits (phenology, body size, and seasonal patterns). We sampled exuviae from seven patches along a stream in northeastern Algeria during spring and summer 2012. We recorded exuvia abundance, emergence timing, body size at emergence, and sex ratio. We found significant variation among patches in exuviae abundance, emergence phenology, and seasonal trends in body size. While body size at emergence remained largely consistent across patches, the seasonal pattern in size differed, with some patches showing strong temporal patterns (declines) and others showing none. Sex ratio was female-biased overall but did not differ significantly between patches. Our findings highlight the ecological relevance of spatial heterogeneity at small scales. Sampling a single patch may yield biased estimates of key life history traits, thus incorporating spatial replicates is essential for accurately characterizing population-level patterns and informing effective conservation strategies in freshwater ecosystems.
DOI: 10.15468/dl.q36xrt
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Chetia brevis Jubb, 1968",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((25.5395 -23.2724,25.1306 -24.0715,25.5395 -24.0715,25.5395 -23.2724))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025863-250525065834625/datasets/export for details.
DOI: 10.15468/dl.hjkucv
title: Occurrence Download

description: A dataset containing 950 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Specimen, Material citation, Occurrence evidence)",
 "Continent is North America",
 "Country is Mexico",
 "DatasetKey is one of (Apoyo a las colecciones biológicas de la Facultad de Ciencias de la UNAM: Fase 1 (Aves), Distribución potencial de las especies de la familia Psittacidae en México, Avifauna de la reserva de la biosfera El Cielo, Tamaulipas, México, Xeno-canto - Bird sounds from around the world, Atlas de las Aves de México: Fase II, Status, distribución, ecología y conservación de las cotorras serranas (Rhynchopsitta pachyrhyncha y R. terrisi) en el norte de México: 3a fase, iNaturalist Research-grade Observations, Status, distribución, ecología y conservación de las cotorras serranas (Rhynchopsitta pachyrhyncha y R. terrisi) en el norte de México, Aves del Parque Nacional Cumbres de Monterrey, Nuevo León, México, Observation.org, Nature data from around the World)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Issue is one of (Coordinate rounded, Geodetic datum assumed WGS84, Continent derived from coordinates)",
 "IucnRedListCategory is EN",
 "License is one of (CC-BY 4.0, CC-BY-NC 4.0)",
 "PublishingOrg is one of (1f00d75c-f6fc-4224-a595-975e82d7689c, 28eb1a3f-1c15-4a95-931a-4af90ecb574d, ff90b050-c256-11db-b71b-b8a03c50a862)",
 "TaxonKey is Rhynchopsitta terrisi R.T.Moore, 1947"
 ]
}

 The dataset includes 950 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025862-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.a5jvcg
title: Occurrence Download

description: A dataset containing 48 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Eleotris amblyopsis (Cope, 1871)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is Human Observation",
 "Year is greater than or equal to 2005"
 ]
}

 The dataset includes 48 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025861-250525065834625/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/12083436
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.15468/dl.gkmxds
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Material sample)"
 ]
 }
 },
 "TaxonKey is Nycticejus eriophorus Heuglin, 1877",
 "Continent is one of (Africa)",
 "Year is greater than or equal to 1900"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025865-250525065834625/datasets/export for details.
DOI: 10.15468/dl.cgg6b4
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Chetia brevis Jubb, 1968",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((20.2855 -34.7533,20.509 -34.5676,20.509 -32.9007,17.7723 -32.9007,17.8156 -33.0786,18.3471 -33.7176,18.3748 -33.8287,18.2181 -34.0492,18.3197 -34.3408,18.4452 -34.429,18.5435 -34.4213,18.5872 -34.3667,18.5363 -34.167,18.7345 -34.1508,18.7216 -34.3637,18.7808 -34.4521,19.0289 -34.4206,19.0831 -34.4835,19.2655 -34.5017,19.2032 -34.6157,19.2394 -34.6926,19.375 -34.6963,19.6091 -34.8524,19.8251 -34.8396,19.9798 -34.9064,20.1081 -34.8731,20.1517 -34.7847,20.2855 -34.7533))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025866-250525065834625/datasets/export for details.
DOI: 10.15468/dl.deadh4
title: Occurrence Download

description: A dataset containing 21165 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Eucinostomus argenteus Baird & Girard, 1855",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is Human Observation",
 "Year is greater than or equal to 2005"
 ]
}

 The dataset includes 21165 records from 55 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025867-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25934/pr00011406
title: Leveraging Data Challenge to combat  Antimicrobial resistance: An Artificial Intelligence Approach

description: The insights from the Data Challenge can play a transformative role in improving healthcare delivery and public health outcomes. The researchers will employ advanced analytics and machine learning to the datasets to identify resistance trends, high-risk populations, and emerging hotspots. This real-time insight will enable clinicians to tailor treatment decisions more accurately, ultimately improving patient outcomes by reducing inappropriate antibiotic use and preventing treatment failure.
Furthermore, data-driven approaches support antimicrobial stewardship by highlighting patterns of misuse and guiding optimal antibiotic selection. For instance, predictive models can anticipate resistance profiles based on location, pathogen, and patient characteristics. Healthcare providers can leverage this knowledge to prescribe more responsibly and avoid unnecessary prescription of broad-spectrum antibiotics.
From a public health perspective, AMR data analysis can be used to  inform surveillance efforts thereby enabling early detection of outbreaks and resistant strains. Policymakers can prioritize interventions based on needs assessment, inform public health communication, and design targeted infection prevention control strategies through visualization of trends.
On a systemic level, these insights can be  utilized to strengthen health systems by informing national action plans, guiding resource allocation, and fostering integrated, data-driven decision-making. Insight from this  AMR Data Challenge can also uncover gaps in laboratory capacity, diagnostic use, and reporting systems—critical areas for investment to build resilient health infrastructures.
DOI: 10.15468/dl.85vq7y
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Chetia brevis Jubb, 1968",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((35.628 -23.023,35.6007 -22.9702,35.6007 -23.165,35.628 -23.023))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025868-250525065834625/datasets/export for details.
DOI: 10.15468/dl.hp29de
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Material sample)"
 ]
 }
 },
 "TaxonKey is Kerivoula eriophora (Heuglin, 1877)",
 "Continent is one of (Africa)",
 "Year is greater than or equal to 1900"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025869-250525065834625/datasets/export for details.
DOI: 10.25934/pr00011433
title: Data challenge - Raptors

description: Anti-microbial resistance is the non-responsive nature of micro-organisms to medicine tailor-made to eliminate them. It makes infections harder to treat thus increasing the risk of severe illness of the patient, spread of the disease and even death. This impacts even the once treatable infections, rendering them fatal.
To make headway, there is the aspect of anti-microbial stewardship, leading the way in making sure anti-microbial resistance is curbed. The roadmap to achieve this is guided by reliable data which tracks how resistance is spreading, the drugs becoming less effective and their distribution. This aids in guiding treatment decisions, brought forth by the understanding that there is a hierarchy to drug use- Access, Watch and Reserve drugs.
The goal of this research is to scientifically analyze and interpret the data which eventually leads to a deeper understanding of anti-microbial resistance. Being in line to improve diagnostics and promote rational drug use, that is, avoiding misuse and abuse of medicine simply because of negligence both by the patient and the medical practitioner. The regiment curved out from the proposed research would go a long way in medical practitioners being able to treat patients better, and for the patients treated to respond accordingly.
Promotion of new public health policies would also be encouraged for the health sector. This is by coming up with wiser strategies derived from the research on how to protect the public from certain infections. This would then inform social education to promote the changes. Revamping of the anti-microbial drugs to combat the mutative nature of these micro-organisms and phase out the ineffective ones is also set to be achieve after analysis of these datasets.
In a nutshell, the research would not only help mitigate the spread of anti-microbial resistance but also contribute specialized solutions on tackling it.
DOI: 10.15468/dl.8wpejs
title: Occurrence Download

description: A dataset containing 3376 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Eucinostomus melanopterus (Bleeker, 1863)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is Human Observation",
 "Year is greater than or equal to 2005"
 ]
}

 The dataset includes 3376 records from 28 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025871-250525065834625/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/4114334
title: Saigon Aerial dataset
DOI: 10.15468/dl.99h2dc
title: Occurrence Download

description: A dataset containing 130 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-74.03927 4.35024,-73.97594 4.60159,-73.91854 4.81137,-74.00958 4.847,-74.065 4.72033,-74.14218 4.39181,-74.03927 4.35024))",
 "TaxonKey is Salvia L."
 ]
}

 The dataset includes 130 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025872-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ckb3r7
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Chetia brevis Jubb, 1968",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((35.6306 -23.844,35.6007 -23.8125,35.6007 -24.0157,35.6306 -23.844))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025873-250525065834625/datasets/export for details.
DOI: 10.15468/dl.8awgbp
title: Occurrence Download

description: A dataset containing 40 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is South America",
 "Country is one of (Argentina, Chile)",
 "OccurrenceStatus is Present",
 "TaxonKey is Alsodes pehuenche Cei, 1976"
 ]
}

 The dataset includes 40 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025874-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.8415708
title: NIFECG synthetic signals generated with fecgsym by PhysioNet: Dataset 1/2

description: First part

https://zenodo.org/records/8415709

Second part

https://zenodo.org/records/8429286

Non-invasive fetal electrocardiogram (NIFECG) signals.

Fetal's heart rate: 60 - 200 bpm

Mother's heart rate: 65 - 120 bpm

Sample frequency 1000 Hz

8,008 signals in total

Download the files and join them as follows:

cat tmp2.tar_part* > nifecg_signals.tar

Untar the file with the following command:

tar xvf nifecg_signals.tar
DOI: 10.5281/zenodo.8415709
title: NIFECG synthetic signals generated with fecgsym by PhysioNet: Dataset 1/2

description: First part

https://zenodo.org/records/8415709

Second part

https://zenodo.org/records/8429286

Non-invasive fetal electrocardiogram (NIFECG) signals.

Fetal's heart rate: 60 - 200 bpm

Mother's heart rate: 65 - 120 bpm

Sample frequency 1000 Hz

8,008 signals in total

Download the files and join them as follows:

cat tmp2.tar_part* > nifecg_signals.tar

Untar the file with the following command:

tar xvf nifecg_signals.tar