cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.en96bb
title: Occurrence Download

description: A dataset containing 9003 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "TaxonKey is Emberiza elegans Temminck, 1836"
 ]
}

 The dataset includes 9003 records from 32 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0199527-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.htej9g
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Colombia",
 "TaxonKey is Drepanolejeunea subvittata (Herzog) Grolle"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0055151-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.w5wbdg
title: Occurrence Download

description: A dataset containing 3078 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Astragalus asterias Steven, Astragalus frigidus (L.) A.Gray)",
 "Geometry POLYGON((-9.36035 44.71551,-10.59082 42.81152,-11.82129 36.80928,-7.69043 36.17336,-3.38379 35.88905,3.12012 38.13456,9.18457 38.20366,11.7334 37.16032,12.78809 34.74161,17.09473 33.79741, 23.15918 34.23451,30.10254 32.62087,33.2666 32.99024,35.72754 35.03,33.00293 35.53223,28.69629 35.17381,28.34473 36.31513,25.7959 37.50973,24.91699 39.90974,28.78418 40.6473,30.71777 41.17865,36.87012 45.213,38.18848 46.98025,38.71582 47.7541,39.94629 47.93107,40.20996 49.61071,37.0459 50.34546,35.72754 50.40152,33.79395 52.26816,31.68457 51.94426,31.4209 53.27835,32.56348 53.43572,30.98145 54.77535,30.89355 55.52863,28.43262 56.02295,27.20215 57.65716,27.37793 58.30949,27.90527 59.17593,29.66309 59.88894,27.6416 60.58697,31.50879 62.75473,28.78418 69.83962,30.89355 70.28912,29.22363 71.55274,21.75293 71.30079,14.28223 70.14036,11.38184 67.47492,4.87793 63.66576,-5.53711 71.52491,-10.63477 71.69129,-21.5332 67.74276,-28.56445 65.36684,-24.3457 61.35461,-9.36035 44.71551))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "Year is less than or equal to 2021"
 ]
}

 The dataset includes 3078 records from 65 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0232125-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4uhyz7
title: Occurrence Download

description: A dataset containing 656 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Caladenia dimorpha Fitzg."
 ]
}

 The dataset includes 656 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0111671-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yzzviv
title: Occurrence Download

description: A dataset containing 5954784 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((4 58,8 58,8 60,4 60,4 58))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 5954784 records from 271 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0040774-191105090559680/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jmq3tg
title: Occurrence Download

description: A dataset listing the 239 species recorded in GBIF matching the query:
{
 "DatasetKey" : [
 "is Censo parcelas bosque seco Bolívar y Guajira"
 ]
}

 The dataset's 239 records were derived from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0423804-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mdwvmf
title: Occurrence Download

description: A dataset containing 153 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Caladenia doutchiae O.H.Sarg."
 ]
}

 The dataset includes 153 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0111685-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sgwhxy
title: Occurrence Download

description: A dataset containing 126 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Système d'Information sur la Nature et les Paysages d'Ile de France - Données du naturaliste Calvel Dominique provenant de la base de donnée du SINP Île-de-France CETTIA"
 ]
}

 The dataset includes 126 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011877-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kgxcxh
title: Occurrence Download

description: A dataset containing 590 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ischnosiphon gracilis (Rudge) Körn."
 ]
}

 The dataset includes 590 records from 78 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0285353-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vmlhd4
title: Occurrence Download

description: A dataset containing 52 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Système d'Information sur la Nature et les Paysages d'Ile de France - Données du/de la naturaliste LABBAYE Olivier provenant de la base de donnée du SINP Île-de-France CETTIA"
 ]
}

 The dataset includes 52 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011862-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wn5mwg
title: Occurrence Download

description: A dataset containing 11 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Caladenia winfieldii Hopper & A.P.Br."
 ]
}

 The dataset includes 11 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0112140-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8h9x3x
title: Occurrence Download

description: A dataset containing 143 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Saussurea involucrata (Kar. & Kir.) Sch.Bip."
 ]
}

 The dataset includes 143 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0199528-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wyhz6f
title: Occurrence Download

description: A dataset containing 67 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Plethodontohyla alluaudi (Mocquard, 1901)"
 ]
}

 The dataset includes 67 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0300099-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.c4d6rj
title: Occurrence Download

description: A dataset containing 18 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Wahlenbergia roelliflora Schltr. & Brehmer"
 ]
}

 The dataset includes 18 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033803-230810091245214/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fo6p8d
title: Occurrence Download

description: A dataset containing 3209956 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-115.53223 32.02671,-120.89355 28.76766,-112.63184 18.56295,-104.5459 27.29369,-111.84082 32.17561,-115.53223 32.02671))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 3209956 records from 983 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025398-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nsfhzm
title: Occurrence Download

description: A dataset containing 683 species occurrences available in GBIF matching the query:
{
 "and" : [
 "InstitutionKey is d2b8160a-ffa8-4f85-8b1a-53c302adaf27",
 "OccurrenceStatus is Present",
 "TaxonKey is Polygonaceae"
 ]
}

 The dataset includes 683 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043423-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vwt52w
title: Occurrence Download

description: A dataset containing 98 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Aglaophamus groenlandiae",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 98 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043425-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vrehga
title: Occurrence Download

description: A dataset containing 1841 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Striga hermonthica",
 "Continent is Africa"
 ]
}

 The dataset includes 1841 records from 67 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043424-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wsssdy
title: Occurrence Download

description: A dataset containing 5999 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON ((-107.789305 37.365226, -107.836457 37.417722, -107.904936 37.417722, -107.857754 37.365226, -107.789305 37.365226))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 2015",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 5999 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043426-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nn7ebv
title: Occurrence Download

description: A dataset containing 22 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-76.72246 7.6965,-76.66414 7.6965,-76.66414 7.74923,-76.72246 7.74923,-76.72246 7.6965))",
 "TaxonKey is Tracheophyta"
 ]
}

 The dataset includes 22 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043427-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.y37dgm
title: Occurrence Download

description: A dataset containing 108 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Striga klingii",
 "Continent is Africa"
 ]
}

 The dataset includes 108 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043428-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.d3zj33
title: Occurrence Download

description: A dataset containing 27 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Aglaophamus paramalmgreni",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 27 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043429-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14979839
title: iNaturalist as a tool to supplement alien species monitoring: a South African marine protected areas perspective

description: This data and code accompanies the manuscript Ackland & Robinson (2025) iNaturalist as a tool to supplement alien species monitoring: a South African marine protected areas perspective. Aquatic Conservation: Marine and Freshwater Ecosystems 35: e70272 DOI: 10.1002/aqc.70272
DOI: 10.5281/zenodo.14979840
title: iNaturalist as a tool to supplement alien species monitoring: a South African marine protected areas perspective

description: This data and code accompanies the manuscript Ackland & Robinson (2025) iNaturalist as a tool to supplement alien species monitoring: a South African marine protected areas perspective. Aquatic Conservation: Marine and Freshwater Ecosystems 35: e70272 DOI: 10.1002/aqc.70272
DOI: 10.15468/dl.b45k78
title: Occurrence Download

description: A dataset containing 19336 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON ((-107.801322 37.123175, -107.847319 37.174839, -107.914659 37.174839, -107.868633 37.123175, -107.801322 37.123175))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 2015",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 19336 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043430-251120083545085/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.30845045.v1
title: Turkish_native_goat_genotypes

description: Paratuberculosis, caused by <i>Mycobacterium avium</i> subsp. <i>paratuberculosis</i> (MAP), remains a notable One Health concern due to its slow clinical progression, environmental persistence, widespread circulation in ruminant systems, and ongoing interest in its possible zoonotic implications. To characterise MAP exposure in Türkiye’s goat populations, we conducted a nationwide survey covering seven breeds across 36 farms in 11 provinces. High-density SNP genotyping combined with mutual-information–based feature preselection was used to retain informative, non-redundant genomic signals while accommodating both linear and nonlinear patterns typical of complex disease traits.Nine heterogeneous machine-learning models—including penalised linear methods, gradient-boosting algorithms, and interaction-sensitive tree ensembles—were applied to examine genotype–phenotype relationships. An ensemble feature-importance analysis, evaluated through 10,000 permutations, identified 31 FDR-significant SNPs representing markers consistently associated with MAP status. Functional annotation indicated involvement of immune-related processes such as cytokine–receptor signalling, antigen presentation, glycan-mediated T-cell regulation, and NF-κB–linked inflammatory pathways. Partial overlap with mixed linear models and genome-wide McNemar tests suggested that both additive and potential nonlinear components contribute to the observed signal.Overall, these findings outline a coherent genomic pattern associated with MAP susceptibility and demonstrate how machine-learning–integrated genomics may complement conventional approaches in resolving complex trait architecture.
DOI: 10.6084/m9.figshare.30845045
title: Turkish_native_goat_genotypes

description: Paratuberculosis, caused by <i>Mycobacterium avium</i> subsp. <i>paratuberculosis</i> (MAP), remains a notable One Health concern due to its slow clinical progression, environmental persistence, widespread circulation in ruminant systems, and ongoing interest in its possible zoonotic implications. To characterise MAP exposure in Türkiye’s goat populations, we conducted a nationwide survey covering seven breeds across 36 farms in 11 provinces. High-density SNP genotyping combined with mutual-information–based feature preselection was used to retain informative, non-redundant genomic signals while accommodating both linear and nonlinear patterns typical of complex disease traits.Nine heterogeneous machine-learning models—including penalised linear methods, gradient-boosting algorithms, and interaction-sensitive tree ensembles—were applied to examine genotype–phenotype relationships. An ensemble feature-importance analysis, evaluated through 10,000 permutations, identified 31 FDR-significant SNPs representing markers consistently associated with MAP status. Functional annotation indicated involvement of immune-related processes such as cytokine–receptor signalling, antigen presentation, glycan-mediated T-cell regulation, and NF-κB–linked inflammatory pathways. Partial overlap with mixed linear models and genome-wide McNemar tests suggested that both additive and potential nonlinear components contribute to the observed signal.Overall, these findings outline a coherent genomic pattern associated with MAP susceptibility and demonstrate how machine-learning–integrated genomics may complement conventional approaches in resolving complex trait architecture.
DOI: 10.15468/dl.x7bqkf
title: Occurrence Download

description: A dataset containing 109 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Aglaophamus posterobranchus",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 109 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043432-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pejcqb
title: Occurrence Download

description: A dataset containing 351 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Striga linearifolia",
 "Continent is Africa"
 ]
}

 The dataset includes 351 records from 32 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043431-251120083545085/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.28720124.v1
title: <b>Dateset of "Seed dispersal by cockroaches and crickets, possibly attracted through yeasty scents, in the non-photosynthetic plant </b><b><i>Balanophora tobiracola</i></b><b>"</b>

description: <b>Dateset of "Seed dispersal by cockroaches and crickets, possibly attracted through yeasty scents, in the non-photosynthetic plant </b><b><i>Balanophora tobiracola</i></b><b>"</b>
DOI: 10.15468/dl.ffdq8p
title: Occurrence Download

description: A dataset containing 14305 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON ((-107.768705 37.397950, -107.813686 37.447980, -107.878954 37.447980, -107.833946 37.397950, -107.768705 37.397950))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 2015",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 14305 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043434-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.d9cr44
title: Occurrence Download

description: A dataset containing 1998 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "Geometry POLYGON((115.92878 27.87927,124.01715 27.87927,124.01715 34.37239,115.92878 34.37239,115.92878 27.87927))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Hamamelidaceae"
 ]
}

 The dataset includes 1998 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043435-251120083545085/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/14077852
title: CME Patchformer - Wind Dataset
DOI: 10.5281/zenodo.17874827
title: A Multidisciplinary Roadmap for an Oral Therapeutic to Neutralize Uremic Toxins in Chronic Kidney Disease

description: Chronic Kidney Disease (CKD) represents a profound global health challenge, with the insidious accumulation of cytotoxic protein-bound uremic toxins (PBUTs) driving progressive renal deterioration and multisystemic comorbidities. Established renal replacement therapies, such as hemodialysis, remain invasive, resource-constrained, and suboptimal in mitigating PBUT retention, underscoring an urgent need for innovative, non-invasive interventions. This manuscript delineates a comprehensive, translational framework for a pioneering oral therapeutic paradigm engineered to neutralize PBUTs within the systemic circulation via high-affinity competitive binding and augmented clearance mechanisms. Harnessing the synergistic potential of artificial intelligence (AI)-guided medicinal chemistry, advanced nanotechnology, and systems pharmacology, we advance a multi-component, nanoparticle-encapsulated formulation tailored to surmount gastrointestinal barriers and achieve targeted bioavailability. This integrative platform amalgamates AI-optimized active pharmaceutical ingredients (APIs) with precision-engineered nanocarriers to redress pivotal gaps in CKD therapeutics, aligning with KDIGO 2024 guidelines for enhanced toxin management and cardiovascular risk mitigation. The envisioned agent promises a paradigm-shifting, non-invasive, efficacious, and economically viable adjunct to dialysis, poised to ameliorate patient-centric outcomes, including quality-adjusted life years (QALYs) and healthcare equity. Herein, we rigorously expound the pathophysiological underpinnings, molecular pharmacodynamics, formulation engineering, phased development trajectory, and robust mathematical/engineering scaffolds essential for bench-to-bedside translation. This iteration refines molecular targets, API pharmacophores, mechanistic validations, and quantitative prognostic models, while prioritizing empirical falsifiability, regulatory concordance (e.g., ICH Q8(R2)), and evidence synthesis from high-impact cohorts to fortify scientific integrity and global applicability.Keywords: Chronic Kidney Disease, Protein-Bound Uremic Toxins, Competitive Displacement Neutralization, Oral Nanotherapeutics, AI-Optimized Medicinal Chemistry, Systems Pharmacology, Translational Roadmap
DOI: 10.15468/dl.2vhcfn
title: Occurrence Download

description: A dataset containing 1160 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON ((-107.722698 37.209787, -107.758261 37.249644, -107.810222 37.249644, -107.774642 37.209787, -107.722698 37.209787))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 2015",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 1160 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043439-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.