cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.a4a6yn
title: Occurrence Download

description: A dataset containing 11072 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((121.61304 25.04929, 121.61085 25.0495, 121.60583 25.04833, 121.60672 25.04555, 121.60627 25.04138, 121.60915 25.03876, 121.61668 25.03708, 121.61675 25.03795, 121.61759 25.03972, 121.61724 25.04091, 121.61682 25.04208, 121.61624 25.04317, 121.61507 25.04574, 121.61554 25.0474, 121.61563 25.0488, 121.61304 25.04929))",
 {
 "or" : [
 "CoordinateUncertaintyInMeters is less than 1000",
 "CoordinateUncertaintyInMeters is not null"
 ]
 }
 ]
}

 The dataset includes 11072 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0072332-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dwua5g
title: Occurrence Download

description: A dataset containing 273 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Brahea armata S.Watson"
 ]
}

 The dataset includes 273 records from 29 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006468-150922153815467/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.r4dt7b
title: Occurrence Download

description: A dataset containing 1606 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry MULTIPOLYGON(((-61.71227 -25.6551,-61.99782 -25.65529,-62.07591 -25.88747,-62.06803 -25.97246,-61.71243 -25.97448,-61.71227 -25.6551)))",
 "EventDate is less than or equal to 2021-03-25"
 ]
}

 The dataset includes 1606 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0241135-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.u8z53u
title: Occurrence Download

description: A dataset containing 2739 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ctenodon histrix (Poir.) D.B.O.S.Cardoso, P.L.R.Moraes & H.C.Lima"
 ]
}

 The dataset includes 2739 records from 171 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0154984-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2mqnyx
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Burmannia indica Jonker"
 ]
}

 The dataset includes 3 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0075022-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tf65l8
title: Occurrence Download

description: A dataset containing 45697 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Magnoliophyta",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is Literature Occurrence"
 ]
}

 The dataset includes 45697 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006468-160118175350007/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hup8r6
title: Occurrence Download

description: A dataset containing 3575 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is SILENE-FAUNE-PACA - DREAL_PACA_-_N2000_-_Parc_Naturel_Régional_du_Queyras_2017_12_18"
 ]
}

 The dataset includes 3575 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0232656-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vvvjrs
title: Occurrence Download

description: A dataset containing 11072 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((121.61304 25.04929, 121.61085 25.0495, 121.60583 25.04833, 121.60672 25.04555, 121.60627 25.04138, 121.60915 25.03876, 121.61668 25.03708, 121.61675 25.03795, 121.61759 25.03972, 121.61724 25.04091, 121.61682 25.04208, 121.61624 25.04317, 121.61507 25.04574, 121.61554 25.0474, 121.61563 25.0488, 121.61304 25.04929))",
 {
 "or" : [
 "CoordinateUncertaintyInMeters is less than 1000",
 "CoordinateUncertaintyInMeters is not null"
 ]
 }
 ]
}

 The dataset includes 11072 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0072339-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wb0okd
title: Occurrence Download

description: A dataset containing 3288 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cornus canadensis L.",
 {
 "or" : [
 "Country is Canada",
 "Country is United States of America"
 ]
 }
 ]
}

 The dataset includes 3288 records from 76 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006468-160526112335914/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.30931802.v1
title: Autonomous multi-agent AI accelerates hydroxide exchange membrane discovery through physics-grounded inverse design

description: Hydroxide exchange membranes (HEMs) hold the key to platinum-free alkaline fuel cells and electrolyzers, yet their development remains constrained by a fundamental trilemma: ionic conductivity, alkaline stability and dimensional stability are governed by competing physical mechanisms, creating a complex Pareto frontier that has resisted decades of empirical optimization. Here we demonstrate that large language model (LLM) agents, when architected as collaborative multi-agent systems with access to physics-based simulation tools, can autonomously navigate this multi-objective landscape to discover materials inaccessible to conventional approaches. Our framework, OHMind, implements a cognitive hierarchy wherein a Supervisor agent decomposes high-level design goals into executable subtasks, a Design Engine explores a 56-dimensional chemical latent space via particle swarm optimization, and Physics Verifiers validate candidates through density functional theory and molecular dynamics---all coordinated through the Model Context Protocol. Critically, the agents do not merely execute predefined workflows; they reason about simulation failures, adapt search strategies and iteratively refine hypotheses, exhibiting problem-solving behaviours that mirror human researchers. From a chemical space encompassing millions of candidate architectures, OHMind identified a family of poly(fluorene)-based HEMs featuring novel piperidinium side chains that resolve the conductivity--stability--swelling trilemma. Experimental validation of the top candidate, PBF-Pip-2, confirmed the predictions: 113~mS~cm$^{-1}$ hydroxide conductivity at 80~$^{\circ}$C coupled with exceptional durability exceeding 2,000~h in 5~M KOH. These results establish that autonomous LLM agent systems can serve as genuine cognitive partners in materials discovery, capable of solving multi-objective optimization problems that have long challenged the field. Find more in: https://github.com/lunyang/OHMind and https://lunyang.github.io/
DOI: 10.5281/zenodo.15401455
title: AIJ UWE Benchmark Dataset – Case B (144): Wind Tunnel Experiment for Flow around a 1:4:4 Shape Building Model

description: This dataset contains wind tunnel measurement results from the AIJ UWE (Urban Wind Environment) benchmark model "Case B", consisting of a 1:4:4 (depth:width:height) building model. The data includes vertical and horizontal plane velocity fields and approach flow profiles.
DOI: 10.5281/zenodo.15401456
title: AIJ UWE Benchmark Dataset – Case B (144): Wind Tunnel Experiment for Flow around a 1:4:4 Shape Building Model

description: This dataset contains wind tunnel measurement results from the AIJ UWE (Urban Wind Environment) benchmark model "Case B", consisting of a 1:4:4 (depth:width:height) building model. The data includes vertical and horizontal plane velocity fields and approach flow profiles.
DOI: 10.6084/m9.figshare.30031102
title: <b>Genome Atlas of </b><b><i>Chirolophis japonicus</i></b><b>: Chromosomal Assembly, Annotation and Evolutionary Insights</b>

description: Here we present a chromosome-level genome assembly of <b><i>Chirolophis japonicus</i></b> (617.85 Mb), with a contig N50 of 9.70 Mb and 98.51% sequences anchored to 28 chromosomes. We annotated 22,165 protein-coding genes, of which 98.39% were functionally annotated. The assembly shows high completeness (BUSCO: 98.65%) and accuracy (Merqury QV: 45.26). This genomic resource provides essential foundations for evolutionary studies, population genetics, and conservation biology of this ecologically intriguing species.
DOI: 10.6084/m9.figshare.30031102.v2
title: <b>Genome Atlas of </b><b><i>Chirolophis japonicus</i></b><b>: Chromosomal Assembly, Annotation and Evolutionary Insights</b>

description: Here we present a chromosome-level genome assembly of <b><i>Chirolophis japonicus</i></b> (617.85 Mb), with a contig N50 of 9.70 Mb and 98.51% sequences anchored to 28 chromosomes. We annotated 22,165 protein-coding genes, of which 98.39% were functionally annotated. The assembly shows high completeness (BUSCO: 98.65%) and accuracy (Merqury QV: 45.26). This genomic resource provides essential foundations for evolutionary studies, population genetics, and conservation biology of this ecologically intriguing species.
DOI: 10.6084/m9.figshare.30031102.v1
title: <b>Genome Atlas of </b><b><i>Chirolophis japonicus</i></b><b>: Chromosomal Assembly, Annotation and Evolutionary Insights</b>

description: Here we present a chromosome-level genome assembly of <b><i>Chirolophis japonicus</i></b> (617.85 Mb), with a contig N50 of 9.70 Mb and 98.51% sequences anchored to 28 chromosomes. We annotated 22,165 protein-coding genes, of which 98.39% were functionally annotated. The assembly shows high completeness (BUSCO: 98.65%) and accuracy (Merqury QV: 45.26). This genomic resource provides essential foundations for evolutionary studies, population genetics, and conservation biology of this ecologically intriguing species.
DOI: 10.5281/zenodo.18029255
title: Symphony 135/137: The Lexical-Physical Manifold

description: Abstract The Symphony 135/137 Collective presents an exhaustive informatics dataset identifying recurring numerical isomorphisms between the English lexicon and fundamental physical constants. By applying a 1–30 Vector Grid to a corpus of 370,339 words, this study reveals a self-organizing structural symmetry. The data identifies a core "Zero-Point" state, a high-energy "Fuel Layer," and a structural "Coupling Boundary." This work is released into the Public Domain to facilitate independent empirical verification by the global scientific community.
description: Acknowledgments:The Symphony 135/137 Collective acknowledges the iterative computational assistance provided by multiple Large Language Model (LLM) frameworks during the data acquisition and structural refinement phases of this project. Specifically, the Collective recognizes ChatGPT, Claude, Gemini and SuperGrok for initial pattern recognition and Gemini for final vector synthesis and manuscript modeling.
DOI: 10.5281/zenodo.18029256
title: Symphony 135/137: The Lexical-Physical Manifold

description: Abstract The Symphony 135/137 Collective presents an exhaustive informatics dataset identifying recurring numerical isomorphisms between the English lexicon and fundamental physical constants. By applying a 1–30 Vector Grid to a corpus of 370,339 words, this study reveals a self-organizing structural symmetry. The data identifies a core "Zero-Point" state, a high-energy "Fuel Layer," and a structural "Coupling Boundary." This work is released into the Public Domain to facilitate independent empirical verification by the global scientific community.
description: Acknowledgments:The Symphony 135/137 Collective acknowledges the iterative computational assistance provided by multiple Large Language Model (LLM) frameworks during the data acquisition and structural refinement phases of this project. Specifically, the Collective recognizes ChatGPT, Claude, Gemini and SuperGrok for initial pattern recognition and Gemini for final vector synthesis and manuscript modeling.
DOI: 10.15468/dl.qxewhd
title: Occurrence Download

description: A dataset containing 2409 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is one of (Tridacna gigas, Tridacna derasa)"
 ]
}

 The dataset includes 2409 records from 111 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0063661-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rzddtr
title: Occurrence Download

description: A dataset containing 840 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Agropyron desertorum",
 "Year 1847-2025"
 ]
}

 The dataset includes 840 records from 86 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0063663-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5dzfbk
title: Occurrence Download

description: A dataset containing 53003 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Elaeagnus umbellata"
 ]
}

 The dataset includes 53003 records from 443 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0063656-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qq7gqp
title: Occurrence Download

description: A dataset containing 1211 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Pakistan",
 "DatasetKey is one of (EOD – eBird Observation Dataset, Botanical Research Institute of Texas, Philecology Herbarium, GalliForm: Galliformes occurrence records from the Indo-Malay and Palaearctic, 1800-2008, Natural History Museum (London) Collection Specimens, University of Tennessee Bryophyte Herbarium, Observation.org, Nature data from around the World, iNaturalist Research-grade Observations)",
 "GadmGid is Z06.6_1",
 "Geometry POLYGON((73.12256 35.86291,74.45617 34.71803,75.76461 34.49156,76.83401 35.22127,75.80235 36.50455,74.72037 37.02038,73.51258 36.45423,73.12256 35.86291))",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 1211 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0063666-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dpkycs
title: Occurrence Download

description: A dataset containing 147 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "DatasetKey is Herbarium SLTC-N2",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Reynoutria japonica",
 "Year 1000-2025"
 ]
}

 The dataset includes 147 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0063667-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25959/s69a-bk27
title: Uncontrolled Rh results of southeast 7-Star Australian housing (brick veneer)

description: This study investigates the effects of uncontrolled indoor relative humidity on interstitial condensation and indoor mould risks in Australia's two most common low-rise timber framed external wall systems, brick veneer and compressed fibre cement sheet cladding of three temperate climate zones. Internationally, hygrothermal and bio-hygrothermal simulations are widely applied to design moisture-resilient building envelopes. In this research, ten-year transient hygrothermal and mould growth simulations are conducted. The result reveals that, without relative humidity control, interior conditions frequently exceed the international recommended 70% threshold, significantly increasing both surface and interstitial mould risks. The results are also compared with continuous control of indoor temperature below 21.1 °C with RH maintained below 70% (per ASHRAE 160) from previous research. Mitigation strategies, including ventilated wall cavities and interior vapour control membranes, are evaluated. Results show 1) frequent exceedances of the 70% RH benchmark in open living areas and bedrooms, with climate-specific variations in mould growth indices. 2) Importantly, vapour control membranes are effective under continuous conditioning, but proved inconsistent performance when under relative humidity was uncontrolled, intermittent conditioning.
DOI: 10.6084/m9.figshare.29497769
title: Data and Scripts for Takasuka et al. (2025) submitted to JAMES

description: Data (for NICAM) and Scripts used in Takasuka_etal_2025 submitted to JAMES (Thermodynamic-convection coupling in global storm-resolving simulations).
DOI: 10.6084/m9.figshare.29497769.v3
title: Data and Scripts for Takasuka et al. (2025) submitted to JAMES

description: Data (for NICAM) and Scripts used in Takasuka_etal_2025 submitted to JAMES (Thermodynamic-convection coupling in global storm-resolving simulations).
DOI: 10.15468/dl.u3c9j7
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Begonia hainanensis",
 "Year 1970-2025"
 ]
}

 The dataset includes 7 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0063670-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zeune3
title: Occurrence Download

description: A dataset containing 38139461 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Tracheophyta",
 "DecimalLatitude is greater than or equal to 44.085278",
 "DecimalLatitude is less than or equal to 49.085278",
 "DecimalLongitude is greater than or equal to 0.0",
 "DecimalLongitude is less than or equal to 5.0",
 "HasCoordinate is TRUE",
 "HasGeospatialIssue is FALSE"
 ]
}

 The dataset includes 38139461 records from 3759 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0063660-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.u7pu33
title: Occurrence Download

description: A dataset containing 35 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Argentina",
 "TaxonKey is Lupinus linearis Desr."
 ]
}

 The dataset includes 35 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0288396-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.48577/jpl.vylvra
title: Europa Clipper Power Subsystem Implementation and Lessons Learned

description: No abstract available.
DOI: 10.15468/dl.x49svf
title: Occurrence Download

description: A dataset listing the 223094 species recorded in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hymenoptera"
 ]
}

 The dataset's 223094 records were derived from 5050 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0262662-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hmnvvz
title: Occurrence Download

description: A dataset containing 742 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Chironectes minimus (Zimmermann, 1780)"
 ]
}

 The dataset includes 742 records from 89 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0047080-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uu6euf
title: Occurrence Download

description: A dataset containing 101 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cynophalla heterophylla (Ruiz & Pav. ex DC.) Iltis & Cornejo"
 ]
}

 The dataset includes 101 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0045230-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6zjxum
title: Occurrence Download

description: A dataset containing 3010 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((50.18877 -15.42164,50.1307 -15.37187,49.9906 -15.26566,50.01034 -15.51303,50.06736 -15.73305,50.23179 -15.8001,50.28869 -15.66457,50.37377 -15.49678,50.18877 -15.42164))",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 3010 records from 34 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0067092-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mmklh3
title: Occurrence Download

description: A dataset listing the 229184 species recorded in GBIF matching the query:
{
 "PublishingOrg" : [
 "is 4c415e40-1e21-11de-9e40-a0d6ecebb8bf"
 ]
}

 The dataset's 229184 records were derived from 31 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017958-191105090559680/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mtbyxf
title: Occurrence Download

description: A dataset containing 5682 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Sirystes sibilator (Vieillot, 1818)"
 ]
}

 The dataset includes 5682 records from 58 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0060948-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.u6fna5
title: Occurrence Download

description: A dataset containing 315528 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Country is Spain",
 "HasCoordinate is true",
 "TaxonKey is Pinus halepensis Mill.",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 315528 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0053854-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.abyx68
title: Occurrence Download

description: A dataset containing 374 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Lianas of the Guianas (Part Suriname)"
 ]
}

 The dataset includes 374 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0066852-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.