cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.d2szz6
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON ((-113.8188 29.99913, -113.6688 29.99913, -113.6688 30.14913, -113.8188 30.14913, -113.8188 29.99913))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037055-251025141854904/datasets/export for details.
DOI: 10.15468/dl.gmnquh
title: Occurrence Download

description: A dataset containing 188920 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Cota coelopoda, Chenopodium glaucum, Chenopodium murale, Anagallis arvensis, Papaver hybridum, Tetranychus urticae, Periplaneta americana, Blattella germanica, Araecerus fasciculatus, Lissorhoptrus oryzophilus, Cylas formicarius, Bruchus pisorum, Bruchus rufimanus, Callosobruchus analis, Leptinotarsa decemlineata, Octodonta nipae, Cryptorhynchus lapathi, Hypera postica, Trogoderma granarium, Rhabdoscelus lineaticollis)",
 "BasisOfRecord is one of (Machine Observation, Human Observation, Observation)",
 "HasCoordinate is true",
 "Year is greater than or equal to 1990"
 ]
}

 The dataset includes 188920 records from 1317 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037045-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ezujdx
title: Occurrence Download

description: A dataset containing 5023 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Zostera marina)",
 "Geometry POLYGON((-82.0 34.0, -82.0 67.0, -29.0 67.0, -29.0 34.0, -82.0 34.0))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 5023 records from 56 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032792-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.th8ktc
title: Occurrence Download

description: A dataset containing 18768 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Luronium natans"
 ]
}

 The dataset includes 18768 records from 323 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032794-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.up6ef3
title: Occurrence Download

description: A dataset containing 180149 species occurrences available in GBIF matching the query:
{
 "Country" : [
 "is Uzbekistan"
 ]
}

 The dataset includes 180149 records from 665 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032760-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6h8v6a
title: Occurrence Download

description: A dataset containing 5023 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Zostera marina)",
 "Geometry POLYGON((-82.0 34.0, -82.0 67.0, -29.0 67.0, -29.0 34.0, -82.0 34.0))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 5023 records from 56 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032795-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yfbc6b
title: Occurrence Download

description: A dataset containing 36726 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Geometry MULTIPOLYGON(((-73.18422 -12.57867,-73.18422 -13.07739,-72.57193 -13.07699,-72.57274 -12.57867,-73.18422 -12.57867)))",
 "OccurrenceStatus is Present",
 "TaxonKey is Aves",
 "Year 1960-2025"
 ]
}

 The dataset includes 36726 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032796-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.v6d45u
title: Occurrence Download

description: A dataset containing 98 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Diadumene lineata",
 "Country is France",
 "HasCoordinate is true"
 ]
}

 The dataset includes 98 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032798-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xy6rw3
title: Occurrence Download

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

 The dataset includes 8 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032797-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.21227/z789-9014
title: "Chest X-Ray Classification Dataset"

description: "This primary dataset contains 1186 validated raw Chest X-Ray images. All the imageswere classified into 3 classes, which are:NormalPneumoniaAbnormalThe dimension of these RGB images was 1024\u00d71024. To address the class imbalance, we implemented a conditional StyleGAN2-ADA from NVLabs to augment our dataset. After augmentation the dataset contains a total of 6000 images.Disease-free chest x-rays are included in Normal class. All other images with any health issues were grouped into the other two classes. The images in which Pneumonia was prevalent werecategorized in Pneumonia class. Whereas, images with any other serious pulmonary disease are included in Abnormal class."
DOI: 10.15468/dl.5zj97v
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Diadumene lineata",
 "Country is Ireland",
 "HasCoordinate is true"
 ]
}

 The dataset includes 3 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032799-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uhnpf8
title: Occurrence Download

description: A dataset containing 6208 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "PublishingCountry is Colombia",
 {
 "and" : [
 "Country is Colombia",
 {
 "not" : {
 "Issue" : [
 "is Country coordinate mismatch"
 ]
 }
 }
 ]
 }
 ]
 },
 "PublishingOrg is one of (03fefd3c-2809-4966-810d-a6c2205ab899)"
 ]
}

 The dataset includes 6208 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032801-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.v69bhg
title: Occurrence Download

description: A dataset containing 5023 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Zostera marina)",
 "Geometry POLYGON((-82.0 34.0, -82.0 67.0, -29.0 67.0, -29.0 34.0, -82.0 34.0))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 5023 records from 56 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032802-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kcbav4
title: Occurrence Download

description: A dataset containing 35509 records in GBIF matching the query:
SELECT
 kingdom,
 kingdomkey,
 phylum,
 phylumkey,
 class,
 classkey,
 "order",
 orderkey,
 family,
 familykey,
 genus,
 genuskey,
 species,
 specieskey,
 "year",
 IF(ISNULL(kingdomkey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY kingdomkey, "year")) kingdomcount,
 IF(ISNULL(phylumkey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY phylumkey, "year")) phylumcount,
 IF(ISNULL(classkey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY classkey, "year")) classcount,
 IF(ISNULL(orderkey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY orderkey, "year")) ordercount,
 IF(ISNULL(familykey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY familykey, "year")) familycount,
 IF(ISNULL(genuskey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY genuskey, "year")) genuscount,
 COUNT(*) occurrences,
 MIN(GBIF_TEMPORALUNCERTAINTY(eventdate, eventtime)) mintemporaluncertainty,
 MIN(COALESCE(coordinateuncertaintyinmeters, 1000)) mincoordinateuncertaintyinmeters
FROM
 occurrence
WHERE
 occurrence.countrycode = 'UZ'
 AND occurrence.occurrencestatus = 'PRESENT'
 AND occurrence.hasgeospatialissues = FALSE
 AND NOT GBIF_STRINGARRAYCONTAINS(occurrence.issue, 'TAXON_MATCH_FUZZY', TRUE)
 AND (occurrence.distancefromcentroidinmeters &gt;= 2000.0 OR occurrence.distancefromcentroidinmeters IS NULL)
 AND NOT occurrence.basisofrecord IN ('FOSSIL_SPECIMEN', 'LIVING_SPECIMEN')
 AND (occurrence.specieskey IS NOT NULL AND occurrence."year" IS NOT NULL)
GROUP BY
 occurrence.kingdom,
 occurrence.kingdomkey,
 occurrence.phylum,
 occurrence.phylumkey,
 occurrence.class,
 occurrence.classkey,
 occurrence."order",
 occurrence.orderkey,
 occurrence.family,
 occurrence.familykey,
 occurrence.genus,
 occurrence.genuskey,
 occurrence.species,
 occurrence.specieskey,
 occurrence."year"

 The dataset's 35509 records were derived from 487 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032771-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2skqbx
title: Occurrence Download

description: A dataset containing 1210 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "PublishingCountry is Colombia",
 {
 "and" : [
 "Country is Colombia",
 {
 "not" : {
 "Issue" : [
 "is Country coordinate mismatch"
 ]
 }
 }
 ]
 }
 ]
 },
 {
 "and" : [
 "PublishingOrg is one of (eac88d99-9f6c-4031-8fc4-8088f0e0dfe7)",
 "CollectionKey is one of (d10450ea-4448-4bcb-83a3-c03c53d397a8)",
 "TaxonKey is one of (Trichoprosopon Theobald, 1901)"
 ]
 }
 ]
}

 The dataset includes 1210 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006158-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.w25f76
title: Occurrence Download

description: A dataset containing 17865 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Coriandrum sativum L."
 ]
}

 The dataset includes 17865 records from 699 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002106-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.2909/3e4c1a11-c344-4cf3-b25b-bdeaae119560
title: Soil Moisture 2013-2024 (raster 1km), Ground-Based Observations for Validation project sites - version 4.1.0, Dec 2025

description: Soil moisture corresponds to the volumetric fraction of water contained in the soil, expressed in cubic meters of water per cubic meter of soil (m³/m³).

The GBOV service (Ground-Based Observations for Validation) is a project funded by the European Commission. Its objective is to provide analysis-ready validation data to support the evaluation of Earth Observation products. The core aim of GBOV is to generate upscaled products derived from ground-based measurements.

This dataset consists of Land Products (LPs) generated using surface soil moisture in-situ measurements collected from stations located in North America, Europe, Australia, Africa and Asia. These ground data are combined with SLSTR Level 2 LST products and SLSTR Level 1 NDVI to build this upscaled Soil Moisture LP. The product resolution is 0.1degx0.1deg.
DOI: 10.2909/e5f68c60-6809-4526-a46e-c36ea0fc5659
title: Land Surface Temperature 2012-2024 (raster 1km), Ground-Based Observations for Validation project sites - version 5.0.0, Dec 2025

description: Land Surface Temperature (LST) is the radiative skin temperature of the land surface, as measured from remote sensing instruments. It represents the temperature of the uppermost surface of the Earth (such as soil, vegetation, or urban materials), and is derived from thermal infrared radiation emitted by the surface. LST is expressed in degrees Celsius or Kelvin and differs from air temperature measured at standard meteorological stations.

The GBOV service (Ground-Based Observations for Validation) is a project funded by the European Commission. Its objective is to provide analysis-ready validation data to support the evaluation of Earth Observation products. The core aim of GBOV is to generate upscaled products derived from ground-based measurements.

This dataset consists of Land Products (LPs) generated using longwave in-situ measurements collected from stations located in North America, Europe, Australia, Africa and Asia. These ground data are combined with ESA-CCI LST data and ERA5 Skin Temperature data to build this upscaled LST LP.
DOI: 10.15468/dl.yyjx3t
title: Occurrence Download

description: A dataset containing 95 species occurrences available in GBIF matching the query:
{"type":"and","predicates":[{"type":"equals","key":"GADM_LEVEL_2_GID","value":"USA.25.53_1","matchCase":false},{"type":"equals","key":"CLASS_KEY","value":"212","matchCase":false},{"type":"greaterThanOrEquals","key":"YEAR","value":"2015","matchCase":false},{"type":"not","predicate":{"type":"in","key":"BASIS_OF_RECORD","values":["MATERIAL_CITATION","MATERIAL_SAMPLE","PRESERVED_SPECIMEN"],"matchCase":false}},{"type":"lessThanOrEquals","key":"COORDINATE_UNCERTAINTY_IN_METERS","value":"10000","matchCase":false},{"type":"equals","key":"LICENSE","value":"CC BY 4.0","matchCase":false}]}

 The dataset includes 95 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008394-260108223611665/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/14494229
title: Daily Public Opinion on Israel-Palestine War
DOI: 10.2909/f7289a31-0521-432e-a53c-fa64b10173fa
title: Fraction of Vegetation Cover 2013-2024 (raster 20m, 300m), Ground-Based Observations for Validation project sites - version 3.5.0, Dec 2025

description: Fraction of Vegetation Cover (FCOVER) corresponds to the proportion of ground surface covered by vegetation when observed from nadir.

The GBOV service (Ground-Based Observations for Validation) is a project funded by the European Commission. Its objective is to provide analysis-ready validation data to support the evaluation of Earth Observation products. The core aim of GBOV is to generate upscaled products derived from ground-based measurements.

This dataset consists of Land Products (LPs) generated using Digital Hemispherical Photographs (DHP) collected from in-situ stations located in North America, Europe, Australia, and Asia. These DHPs are used to extract ground measurements of FCOVER over Experimental Sample Units (ESUs) whose size is comparable to the spatial resolution of Sentinel-2 Level 2 surface reflectance products, which are used for the upscaling.

Each Land Product is distributed at two spatial resolutions: one matching the Sentinel-2 Level 2 surface reflectance resolution (~20 m), and one aggregated to the Copernicus Global Land Service (CGLS) resolution (~300 m).
DOI: 10.15468/dl.xtncjr
title: Occurrence Download

description: A dataset containing 1436105 species occurrences available in GBIF matching the query:
{
 "and" : [
 "ClassKey is one of (Squamata)",
 "Continent is Europe",
 "Year is one of (2015, 2016, 2017, 2018, 2019, 2020, 2021, 2022, 2023, 2024, 2025)",
 "HasCoordinate is true",
 "TaxonomicStatus is Accepted"
 ]
}

 The dataset includes 1436105 records from 4792 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008371-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cab5xy
title: Occurrence Download

description: A dataset containing 22033 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Australia",
 "OccurrenceStatus is Present",
 "TaxonKey is Ornithorhynchus anatinus (Shaw, 1799)"
 ]
}

 The dataset includes 22033 records from 93 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011095-250415084134356/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.44chgf
title: Occurrence Download

description: A dataset containing 39753 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Specimen)",
 "Country is Belgium",
 "OccurrenceStatus is Present",
 "TaxonKey is Urtica dioica L.",
 "Year 2010-2025"
 ]
}

 The dataset includes 39753 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012063-250415084134356/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fzt8fe
title: Occurrence Download

description: A dataset containing 349178 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is AMNH Herpetology Collections"
 ]
}

 The dataset includes 349178 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012062-250415084134356/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.s5jyjk
title: Occurrence Download

description: A dataset containing 184799 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Arenaria interpres (Linnaeus, 1758)",
 "HasCoordinate is true",
 "Year is greater than 1989",
 "Year is less than 2026",
 {
 "not" : {
 "OccurrenceStatus" : [
 "is Absent"
 ]
 }
 },
 "CoordinateUncertaintyInMeters is less than or equal to 1000"
 ]
}

 The dataset includes 184799 records from 235 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003295-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.p4cunq
title: Occurrence Download

description: A dataset containing 1936 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Vitex glabrata R.Br."
 ]
}

 The dataset includes 1936 records from 57 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003308-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15450401
title: Mapping Potential Drug Resistance Mutations in SARS-CoV-2 nsp12 Motifs Q1 2025

description: This study investigates mutations in conserved motifs of the SARS-CoV-2 nsp12 (RNA-dependent RNA polymerase) from genomic sequences collected between January and April 2025 (Q1)

Mutations were analyzed in four key functional motifs: A, C, F, and G , which are involved in viral replication and known targets for antiviral drugs such as Remdesivir , Molnupiravir , and Favipiravir .

Sequences were aligned using MAFFT , translated into amino acid sequences, and scanned for mutations at known resistance-associated positions.

Findings:

Motif A (Positions: D614, P621, N623)D614X : Found in multiple isolatesP621X : Detected in several sequencesN623X : Observed frequentlyThese mutations are located near the active site of RdRp and may affect polymerase efficiency and drug binding. 

Motif C (Positions: L655, V657)L655X : Found in several sequencesV657X : Commonly observedThese positions are implicated in Remdesivir resistance in prior studies. 

Motifs F and GNo reliable mutations could be identified due to:

Alignment gapsTruncated sequencesPoor coverage in motif regionsFurther analysis with complete sequences is recommended.

Potential Implications for Antiviral DrugsMutations in motifs A and C may reduce efficacy of:RemdesivirMolnupiravirOther nucleoside analogs targeting RdRpNote: I did this study independently, it is non-clinical research based on publicly available sequence data. No conclusions should be used for diagnosis, treatment, or policy without further validation. 

 
description: *This research is not intended for clinical judgment, health policy recommendation, or medical practice. Results should be interpreted with caution and validated by peer-reviewed methods.
DOI: 10.5281/zenodo.15450402
title: Mapping Potential Drug Resistance Mutations in SARS-CoV-2 nsp12 Motifs Q1 2025

description: This study investigates mutations in conserved motifs of the SARS-CoV-2 nsp12 (RNA-dependent RNA polymerase) from genomic sequences collected between January and April 2025 (Q1)

Mutations were analyzed in four key functional motifs: A, C, F, and G , which are involved in viral replication and known targets for antiviral drugs such as Remdesivir , Molnupiravir , and Favipiravir .

Sequences were aligned using MAFFT , translated into amino acid sequences, and scanned for mutations at known resistance-associated positions.

Findings:

Motif A (Positions: D614, P621, N623)D614X : Found in multiple isolatesP621X : Detected in several sequencesN623X : Observed frequentlyThese mutations are located near the active site of RdRp and may affect polymerase efficiency and drug binding. 

Motif C (Positions: L655, V657)L655X : Found in several sequencesV657X : Commonly observedThese positions are implicated in Remdesivir resistance in prior studies. 

Motifs F and GNo reliable mutations could be identified due to:

Alignment gapsTruncated sequencesPoor coverage in motif regionsFurther analysis with complete sequences is recommended.

Potential Implications for Antiviral DrugsMutations in motifs A and C may reduce efficacy of:RemdesivirMolnupiravirOther nucleoside analogs targeting RdRpNote: I did this study independently, it is non-clinical research based on publicly available sequence data. No conclusions should be used for diagnosis, treatment, or policy without further validation. 

 
description: *This research is not intended for clinical judgment, health policy recommendation, or medical practice. Results should be interpreted with caution and validated by peer-reviewed methods.
DOI: 10.15468/dl.mcbcbh
title: Occurrence Download

description: A dataset containing 120 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Argya altirostris (Hartert & Ejo, 1909)",
 "HasCoordinate is true",
 "Year is greater than 1989",
 "Year is less than 2026",
 {
 "not" : {
 "OccurrenceStatus" : [
 "is Absent"
 ]
 }
 },
 "CoordinateUncertaintyInMeters is less than or equal to 1000"
 ]
}

 The dataset includes 120 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003309-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.