cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.8fsxaz
title: Occurrence Download

description: A dataset containing 463 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Trimeresurus sabahi"
 ]
}

 The dataset includes 463 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019187-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.my4nrs
title: Occurrence Download

description: A dataset containing 159 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Observation, Occurrence evidence, Living Specimen, Specimen, Machine Observation, Human Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Issue is one of (Coordinate rounded, Geodetic datum assumed WGS84, Coordinate reprojected)",
 "OccurrenceStatus is Present",
 "TaxonKey is Senecio grandifolius"
 ]
}

 The dataset includes 159 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019188-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9tx966
title: Occurrence Download

description: A dataset containing 4577 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ficus aurea",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 }
 ]
}

 The dataset includes 4577 records from 102 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019189-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hjwtpz
title: Occurrence Download

description: A dataset containing 2132178 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Ecuador",
 "Year 2024-2026"
 ]
}

 The dataset includes 2132178 records from 102 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019158-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wsb6fg
title: Occurrence Download

description: A dataset containing 3255 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Kickxia elatine",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 3255 records from 233 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019190-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.16850289
title: WRF-PartMC-MOSAIC-LES

description: This repository contains model code for WRF-PartMC-MOSAIC-LES as used in the publication "Idealized Particle-Resolved Large-Eddy Simulations to Evaluate the

Impact of Emissions Spatial Heterogeneity on CCN Activity".  The base model, WRF-PartMC: version 1.0 is can be found here, which includes the primary WRF v3.9.1 model and interface code for coupling to PartMC, however the PartMC model and multiphase chemistry model MOSAIC are not included.  

This repository includes the following additions to the WRF-PartMC codebase:



The main WRF v.3.9.1 codebase and interface code are packaged alongside the PartMC aerosol model (v.2.6.1) and the multiphase chemistry model MOSAIC, which is now open-source. 

In the "wrf-partmc-mosaic-les/WRFV3/test/em_les" directory, scripts are included for submitting WRF-PartMC-MOSAIC-LES model scenarios alongside helper scripts for handing model initialization. 

A catalogue of emissions scenarios, ranging in the level of spatial heterogeneity as measured by the metric of Mohebalhojeh et al. 2026, is included in the "wrf-partmc-mosaic-les/WRFV3/test/em_les/spatial-het" directory


Updates in v2: WRF-PartMC has been updated to correct the representation of aerosol particle vertical diffusion.
DOI: 10.5281/zenodo.18644307
title: WRF-PartMC-MOSAIC-LES

description: This repository contains model code for WRF-PartMC-MOSAIC-LES as used in the publication "Idealized Particle-Resolved Large-Eddy Simulations to Evaluate the

Impact of Emissions Spatial Heterogeneity on CCN Activity".  The base model, WRF-PartMC: version 1.0 is can be found here, which includes the primary WRF v3.9.1 model and interface code for coupling to PartMC, however the PartMC model and multiphase chemistry model MOSAIC are not included.  

This repository includes the following additions to the WRF-PartMC codebase:



The main WRF v.3.9.1 codebase and interface code are packaged alongside the PartMC aerosol model (v.2.6.1) and the multiphase chemistry model MOSAIC, which is now open-source. 

In the "wrf-partmc-mosaic-les/WRFV3/test/em_les" directory, scripts are included for submitting WRF-PartMC-MOSAIC-LES model scenarios alongside helper scripts for handing model initialization. 

A catalogue of emissions scenarios, ranging in the level of spatial heterogeneity as measured by the metric of Mohebalhojeh et al. 2026, is included in the "wrf-partmc-mosaic-les/WRFV3/test/em_les/spatial-het" directory


Updates in v2: WRF-PartMC has been updated to correct the representation of aerosol particle vertical diffusion.
DOI: 10.5281/zenodo.18644334
title: Snippet _Featured_2
DOI: 10.5281/zenodo.18644333
title: Snippet _Featured_2
DOI: 10.5281/zenodo.18449005
title: ESFire30 Causes

description: This dataset contains burned-area records for mainland Spain covering the period 1985–2021. Each record represents a burned-area event and includes information on fire extent, ignition cause, environmental conditions, and human-related variables. See the read me.
DOI: 10.5281/zenodo.18449006
title: ESFire30 Causes

description: This dataset contains burned-area records for mainland Spain covering the period 1985–2021. Each record represents a burned-area event and includes information on fire extent, ignition cause, environmental conditions, and human-related variables. See the read me.
DOI: 10.15468/dl.5esap5
title: Occurrence Download

description: A dataset containing 883 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Erythrina speciosa",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 }
 ]
}

 The dataset includes 883 records from 82 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019191-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tjmpbc
title: Occurrence Download

description: A dataset containing 238 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lagotis integrifolia",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 238 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019192-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.njbd2m
title: Occurrence Download

description: A dataset containing 176 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Linaria triphylla",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 176 records from 47 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019193-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4j255d
title: Occurrence Download

description: A dataset containing 102 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Dendrobium officinale",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 }
 ]
}

 The dataset includes 102 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019195-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18636832
title: Tolvaptan for Refractory Ascites in Cirrhosis: Systematic Review and Meta-Analysis

description: ABSTRACT

Background & Aims: Refractory ascites marks a decisive transition to decompensated cirrhosis, with limited effective therapeutic options and a persistently poor prognosis. Tolvaptan, which is an oral vasopressin V₂-receptor antagonist, offers an aquaretic mechanism distinct from conventional natriuretic diuretics. Despite broadly consistent short-term physiological effects, its clinical adoption has diverged sharply between Japan and Western recommendations. This systematic review and meta-analysis sought to quantify efficacy and safety, interrogate the evidentiary basis for the Japan–West translational gap, and define the pharmacovigilance infrastructure required for safe use.

Methods: A PRISMA 2020-compliant systematic review and meta-analysis (PROSPERO: CRD420251276165). PubMed, Embase, CENTRAL, and Japanese databases (Japic-CTI, UMIN) were searched. Risk of bias was assessed using Cochrane RoB 2 and ROBINS-I. Random-effects meta-analyses were performed for physiological outcomes; certainty was graded using GRADE. Safety data were synthesised from randomised trials and large pharmacovigilance cohorts.

Results: Sixteen studies (9 RCTs, 7 prospective cohorts; n=2,154) were included. Meta-analysis of RCTs provided moderate-certainty evidence for short-term improvements in urine output (mean difference [MD] +1240 mL/day, 95% CI +1050 to +1430), body weight (MD -1.48 kg, 95% CI -1.92 to -1.04), and serum sodium (MD +2.61 mmol/L, 95% CI +1.87 to +3.35). Evidence for effects on paracentesis frequency or mortality was of low or very low certainty. Hepatic function abnormalities represent a confirmed, frequent adverse drug reaction (9.6% in real-world surveillance), with clinically significant ALT elevations occurring 3–14 months after treatment initiation, mandating protocolised monthly liver function monitoring as a non-negotiable component of therapy. Japanese practice integrates surrogate endpoint evidence for symptom control within structured specialist pathways, whereas Western guidelines, citing drug-induced liver injury (DILI) risk and the absence of high-certainty outcome data, contraindicate or do not recommend its use.

Conclusions: The evidence base is best understood as a gradient: moderate certainty for short-term physiological benefit alongside low certainty for patient-centred clinical outcomes. Divergent risk–benefit appraisals and differing healthcare infrastructures plausibly account for the Japan–West divide. The DILI signal is not an absolute barrier but a systems-dependent constraint, tightly linking feasibility to robust monitoring infrastructure. A definitive outcomes trial, coupled with validated, context-adapted monitoring protocols, is a prerequisite for global therapeutic reconsideration.
DOI: 10.5281/zenodo.18636833
title: Tolvaptan for Refractory Ascites in Cirrhosis: Systematic Review and Meta-Analysis

description: ABSTRACT

Background & Aims: Refractory ascites marks a decisive transition to decompensated cirrhosis, with limited effective therapeutic options and a persistently poor prognosis. Tolvaptan, which is an oral vasopressin V₂-receptor antagonist, offers an aquaretic mechanism distinct from conventional natriuretic diuretics. Despite broadly consistent short-term physiological effects, its clinical adoption has diverged sharply between Japan and Western recommendations. This systematic review and meta-analysis sought to quantify efficacy and safety, interrogate the evidentiary basis for the Japan–West translational gap, and define the pharmacovigilance infrastructure required for safe use.

Methods: A PRISMA 2020-compliant systematic review and meta-analysis (PROSPERO: CRD420251276165). PubMed, Embase, CENTRAL, and Japanese databases (Japic-CTI, UMIN) were searched. Risk of bias was assessed using Cochrane RoB 2 and ROBINS-I. Random-effects meta-analyses were performed for physiological outcomes; certainty was graded using GRADE. Safety data were synthesised from randomised trials and large pharmacovigilance cohorts.

Results: Sixteen studies (9 RCTs, 7 prospective cohorts; n=2,154) were included. Meta-analysis of RCTs provided moderate-certainty evidence for short-term improvements in urine output (mean difference [MD] +1240 mL/day, 95% CI +1050 to +1430), body weight (MD -1.48 kg, 95% CI -1.92 to -1.04), and serum sodium (MD +2.61 mmol/L, 95% CI +1.87 to +3.35). Evidence for effects on paracentesis frequency or mortality was of low or very low certainty. Hepatic function abnormalities represent a confirmed, frequent adverse drug reaction (9.6% in real-world surveillance), with clinically significant ALT elevations occurring 3–14 months after treatment initiation, mandating protocolised monthly liver function monitoring as a non-negotiable component of therapy. Japanese practice integrates surrogate endpoint evidence for symptom control within structured specialist pathways, whereas Western guidelines, citing drug-induced liver injury (DILI) risk and the absence of high-certainty outcome data, contraindicate or do not recommend its use.

Conclusions: The evidence base is best understood as a gradient: moderate certainty for short-term physiological benefit alongside low certainty for patient-centred clinical outcomes. Divergent risk–benefit appraisals and differing healthcare infrastructures plausibly account for the Japan–West divide. The DILI signal is not an absolute barrier but a systems-dependent constraint, tightly linking feasibility to robust monitoring infrastructure. A definitive outcomes trial, coupled with validated, context-adapted monitoring protocols, is a prerequisite for global therapeutic reconsideration.
DOI: 10.15468/dl.dgkxj7
title: Occurrence Download

description: A dataset containing 3361 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Littorella uniflora",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 3361 records from 127 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019196-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rwf555
title: Occurrence Download

description: A dataset containing 178 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Senecio grandifolius"
 ]
}

 The dataset includes 178 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019197-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dm4htp
title: Occurrence Download

description: A dataset containing 1600948 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Observation, Human Observation, Specimen)",
 "Geometry POLYGON((-123.08 35.54,-111.1 35.54,-111.1 37.53,-123.08 37.53,-123.08 35.54))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "License is one of (CC-BY-NC 4.0, CC-BY 4.0, CC0 1.0)",
 "OccurrenceStatus is Present",
 "TaxonKey is Plantae"
 ]
}

 The dataset includes 1600948 records from 380 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019126-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.j47z35
title: Occurrence Download

description: A dataset containing 10811 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Furcraea Vent."
 ]
}

 The dataset includes 10811 records from 363 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006893-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.r3sy3x
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Adiantum raddianum",
 "Country is Nepal",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009030-251009101135966/datasets/export for details.
DOI: 10.15468/dl.u3ke68
title: Occurrence Download

description: A dataset containing 142 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Adiantum raddianum",
 "Country is South Africa",
 "HasCoordinate is true"
 ]
}

 The dataset includes 142 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009031-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4eb4ba
title: Occurrence Download

description: A dataset containing 1081104 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Bombycilla garrulus"
 ]
}

 The dataset includes 1081104 records from 499 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049977-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9y9svy
title: Occurrence Download

description: A dataset containing 564 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Australia",
 "DatasetKey is one of (Fauna Atlas N.T., iNaturalist Research-grade Observations, ALA species sightings and OzAtlas)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Month is one of (June, July, May, August, September, October)",
 "OccurrenceStatus is Present",
 "TaxonKey is Bubalus bubalis",
 "Year 2017-2017"
 ]
}

 The dataset includes 564 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0050063-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.y3azep
title: Occurrence Download

description: A dataset containing 1833 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Germany",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Satyrium spini"
 ]
}

 The dataset includes 1833 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0050064-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2xm5su
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Rheocles lateralis)",
 "BasisOfRecord is one of (Specimen, Literature Occurrence, Human Observation, Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1991",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0050066-250717081556266/datasets/export for details.
DOI: 10.15468/dl.qacm6e
title: Occurrence Download

description: A dataset containing 62926 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Chaetura meridionalis)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "License is one of (CC-BY 4.0, CC0 1.0)"
 ]
}

 The dataset includes 62926 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0050047-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5n9ayx
title: Occurrence Download

description: A dataset containing 891 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Vicia faba",
 "Country is Switzerland",
 "HasCoordinate is true"
 ]
}

 The dataset includes 891 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0050069-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zxjkpv
title: Occurrence Download

description: A dataset containing 130395 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Parus ater"
 ]
}

 The dataset includes 130395 records from 707 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049990-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nmt4sf
title: Occurrence Download

description: A dataset containing 102 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Nyctereutes procyonoides",
 "Country is Romania",
 "HasCoordinate is true"
 ]
}

 The dataset includes 102 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0050070-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.e4fhew
title: Occurrence Download

description: A dataset containing 3046 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Nyctereutes procyonoides",
 "Country is Poland",
 "HasCoordinate is true"
 ]
}

 The dataset includes 3046 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0050068-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nsar4w
title: Occurrence Download

description: A dataset containing 1802 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Sitta frontalis",
 "Year 1970-2000"
 ]
}

 The dataset includes 1802 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0050071-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.x84cmq
title: Occurrence Download

description: A dataset containing 3399856 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Chaetura pelagica)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "License is one of (CC-BY 4.0, CC0 1.0)"
 ]
}

 The dataset includes 3399856 records from 94 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0050048-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.