cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.rnnp6m
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0045660-250827131500795/datasets/export for details.
DOI: 10.3535/tky-vmz-544
title: Indeterminatae lichenes

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.5281/zenodo.14994591
title: 2025-01-07 Mw7.1 Dingri, Xizang Earthquake Datasets

description: The datasets for studying the 2025 Mw7.1 Dingri, Xizang earthquake consist of : (1)  the data used for inverting the centroid depth and focal mechanism in the gCAP inversion ; (2) the processed InSAR data utilized for the gCent inversion for the single patch model; (3) used Finite-fault inversion dataset, including strong-motion data, InSAR Line-of-Sight (LOS) surface displacements, and teleseismic body and long-period surface waveforms;  and (4) the initial and processed histrical earthquake catalogs, consisting of  the International Seismological Centre (ISC), China Earthquake Networks Center (CENC), and Global Centroid Moment Tensor (GCMT) catalogs.
DOI: 10.5281/zenodo.17086276
title: 2025-01-07 Mw7.1 Dingri, Xizang Earthquake Datasets

description: The datasets for studying the 2025 Mw7.1 Dingri, Xizang earthquake consist of : (1)  the data used for inverting the centroid depth and focal mechanism in the gCAP inversion ; (2) the processed InSAR data utilized for the gCent inversion for the single patch model; (3) used Finite-fault inversion dataset, including strong-motion data, InSAR Line-of-Sight (LOS) surface displacements, and teleseismic body and long-period surface waveforms;  and (4) the initial and processed histrical earthquake catalogs, consisting of  the International Seismological Centre (ISC), China Earthquake Networks Center (CENC), and Global Centroid Moment Tensor (GCMT) catalogs.
DOI: 10.6084/m9.figshare.30086107
title: GRACE-2L-OAM-L: kappa_103

description: Results of thermal conductivity test: kappa_SRME computed with GRACE-2L-OAM-L
DOI: 10.6084/m9.figshare.30086107.v1
title: GRACE-2L-OAM-L: kappa_103

description: Results of thermal conductivity test: kappa_SRME computed with GRACE-2L-OAM-L
DOI: 10.15468/dl.7jbc33
title: Occurrence Download

description: A dataset containing 12 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Nannoglanis fasciatus)",
 "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 12 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0045661-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14620801
title: V1:Gabapentinoids promote striatal dopamine release and rescue multiple deficits of a mouse model of early Parkinson's

description: Neuronal entry and handling of intracellular calcium have long-been hypothesised to burden vulnerable dopamine neurons in Parkinson’s disease. However, no treatments for Parkinson’s target calcium biology. Gabapentinoid drugs bind to α2δ subunits of voltage-gated calcium channels (VGCCs) and are licensed for neurological disorders including dopamine-dysregulated restless leg syndrome. We explored whether gabapentinoids modulate dopamine signalling with potential in targeting calcium and dopamine in Parkinson’s. We reveal that gabapentinoids ex vivo promote dopamine release in mouse striatum, via sex-specific dependence on α2δ1/2 subunits and alterations to the calcium- and VGCC-subtype-dependence of dopamine release or its tonic inhibition by striatal GABA.  In vivo administration of gabapentinoids to a mouse model of early Parkinson’s disease expressing human α-synuclein rescued deficits in dopamine release, dysregulation in GABAergic inhibition and dopamine content, and abolished parkinsonian deficits in movement transitions. Gabapentinoids urgently deserve renewed attention for potential repurposing for therapeutic intervention in Parkinson’s disease.
DOI: 10.15468/dl.j7zh6h
title: Occurrence Download

description: A dataset containing 63 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Callianthe picta",
 "Country is Australia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 63 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0045662-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7ypf68
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0045663-250827131500795/datasets/export for details.
DOI: 10.15468/dl.2b325r
title: Occurrence Download

description: A dataset containing 62 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Callianthe picta",
 "Country is Peru",
 "HasCoordinate is true"
 ]
}

 The dataset includes 62 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0045664-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/ved-k28-dpg
title: Buellia violaceofusca G. Thor & Muhr

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.34740/kaggle/dsv/13008978
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.5066/p13a9upl
title: 2020 Level 2 Aquatic Areas - Upper Mississippi River System

description: The U.S. Army Corps of Engineers' Upper Mississippi River Restoration (UMRR) program, through its Long Term Resource Monitoring (LTRM) element, collected aerial imagery of the systemic Upper Mississippi River System (UMRS) during the summer of 2020. A Land Cover/Land Use (LCU) spatial database was developed based on the 2020 aerial imagery, which adds a fourth systemic-wide database to the existing 1989, 2000, and 2010/11 LCU databases. These data have been used to create a variety of products, one of which is a data set used to classify aquatic areas. The 2020 aquatic areas data sets were created by first generalizing the available land cover/use data into a land/water data set, then reinterpreting the areas classified as water to determine the type of aquatic area. This level 1 aquatic areas data set was then further modified to produce the level 2 aquatic areas data set.
The intent of the second level classification is to further distinguish geomorphic features not easily interpreted visually. Bathymetric and land cover data, automated approaches, and imagery layers were used to reclassify select level 1 classes for level 2. The Contiguous Floodplain Shallow Aquatic and Contiguous Impounded classes were reclassified to Contiguous Floodplain Lake and Side Channel. Existing and newly delineated Side Channels were further classified into Side Channels and Tertiary Channels.
DOI: 10.3535/knl-znn-90q
title: Lobaria pulmonaria (L.) Hoffm.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.15468/dl.rtjqhj
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0045666-250827131500795/datasets/export for details.
DOI: 10.25377/sussex.28956707
title: Data for "A multi-objective platform for autonomous property targeting and optimization of colloidal lead halide perovskite quantum dots"

description: <b>Raw data associated with the publication </b><b><i>Multiobjective</i></b><b><i> </i></b><b><i>Platform for Autonomous Property Targeting and Optimization of Colloidal</i></b><b><i> </i></b><b><i>Lead Halide Perovskite Quantum Dots</i></b><b> (Chemistry of Materials, Aug 2025)</b><b><i>.</i></b><b><i> </i></b>The raw data is labelled with reference to the figures in the papers, and is provided in its most accessible form. The majority of the data is spectral data from either absorption or photoluminescence spectroscopy, with photon energy (eV) on the x axis. TEM images are included as raw files from the respective instruments, in .tif format. Python files are included where appropriate.AbstractThe optimization of colloidal quantum dot (CQD) materials, synthesis routes and processing methods are complex challenges that are ripe for automation and artificial intelligence (AI) to have a great impact. These optimization challenges are seldom oriented to a single target, therefore it is vital that autonomous systems can handle multiple objectives. In this work, we present an autonomous CQD synthesis system that successfully performs multi-objective optimization (MOO) via Bayesian optimization-based algorithms.We demonstrate the efficacy of the system through three distinct synthesis challenges, based on one, two and three objective optimization problems, in the synthesis of cesium lead halide perovskite CQDs. Objectives included maximizing fluorescence brightness, minimizing particle size dispersity, and targeting of specific optical bandgap and particle diameter. The tri-objective challenge achieved simultaneous targeting of specific CQD sizes and band gaps independently via reaction tuning and halide doping, while minimizing the particle size dispersity.The work demonstrates the use of AI-assisted multi-objective targeting and dynamic synthesis of targeted colloidal CQDs using exciton energy analysis of absorption spectra to infer both size and optical bandgap. This work presents an accessible, automated, and data-driven platform for CQD discovery and optimization (both for single and multiple objectives), highlighting the promise of widespread integration of AI-guided strategies into CQD R&D.
DOI: 10.25377/sussex.28956707.v1
title: Data for "A multi-objective platform for autonomous property targeting and optimization of colloidal lead halide perovskite quantum dots"

description: <b>Raw data associated with the publication </b><b><i>Multiobjective</i></b><b><i> </i></b><b><i>Platform for Autonomous Property Targeting and Optimization of Colloidal</i></b><b><i> </i></b><b><i>Lead Halide Perovskite Quantum Dots</i></b><b> (Chemistry of Materials, Aug 2025)</b><b><i>.</i></b><b><i> </i></b>The raw data is labelled with reference to the figures in the papers, and is provided in its most accessible form. The majority of the data is spectral data from either absorption or photoluminescence spectroscopy, with photon energy (eV) on the x axis. TEM images are included as raw files from the respective instruments, in .tif format. Python files are included where appropriate.AbstractThe optimization of colloidal quantum dot (CQD) materials, synthesis routes and processing methods are complex challenges that are ripe for automation and artificial intelligence (AI) to have a great impact. These optimization challenges are seldom oriented to a single target, therefore it is vital that autonomous systems can handle multiple objectives. In this work, we present an autonomous CQD synthesis system that successfully performs multi-objective optimization (MOO) via Bayesian optimization-based algorithms.We demonstrate the efficacy of the system through three distinct synthesis challenges, based on one, two and three objective optimization problems, in the synthesis of cesium lead halide perovskite CQDs. Objectives included maximizing fluorescence brightness, minimizing particle size dispersity, and targeting of specific optical bandgap and particle diameter. The tri-objective challenge achieved simultaneous targeting of specific CQD sizes and band gaps independently via reaction tuning and halide doping, while minimizing the particle size dispersity.The work demonstrates the use of AI-assisted multi-objective targeting and dynamic synthesis of targeted colloidal CQDs using exciton energy analysis of absorption spectra to infer both size and optical bandgap. This work presents an accessible, automated, and data-driven platform for CQD discovery and optimization (both for single and multiple objectives), highlighting the promise of widespread integration of AI-guided strategies into CQD R&D.
DOI: 10.15468/dl.bfx9xa
title: Occurrence Download

description: A dataset containing 47 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Callianthe picta",
 "Country is Portugal",
 "HasCoordinate is true"
 ]
}

 The dataset includes 47 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0045665-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gmgjrx
title: Occurrence Download

description: A dataset containing 9 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Dorcatragus megalotis (Menges, 1894)",
 "Country is Somalia"
 ]
}

 The dataset includes 9 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004298-150831095807960/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.48u5mc
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "Geometry POLYGON((-8.86735 41.61,-8.86579 41.60617,-8.86551 41.60387,-8.86462 41.60004,-8.8644 41.59807,-8.86369 41.59447,-8.86308 41.59324,-8.86268 41.59089,-8.86313 41.58725,-8.86275 41.58633,-8.86248 41.58477,-8.86181 41.58123,-8.86001 41.57872,-8.85958 41.57863,-8.8591 41.57821,-8.85872 41.577,-8.8587 41.57568,-8.85815 41.575,-8.858 41.57454,-8.85641 41.57275,-8.85559 41.56477,-8.85555 41.56368,-8.85039 41.54993,-8.85016 41.54839,-8.85087 41.54114,-8.84835 41.53832,-8.84763 41.53402,-8.84882 41.5292,-8.84925 41.52419,-8.84615 41.52081,-8.84521 41.51838,-8.84439 41.51473,-8.84327 41.51199,-8.84625 41.50044,-8.84549 41.49995,-8.84227 41.49388,-8.84218 41.49216,-8.84109 41.48845,-8.83353 41.4801,-8.832 41.46857,-8.77399 41.4694,-8.78743 41.54121,-8.79435 41.55609,-8.80804 41.61297,-8.80881 41.61299,-8.80996 41.61189,-8.81156 41.61147,-8.86735 41.61))",
 "Geometry POLYGON((-9.5678 39.50183,-9.56759 39.40153,-9.46813 39.40137,-9.46825 39.50167,-9.5678 39.50183))"
 ]
 },
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is incertae sedis"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022613-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6stju5
title: Occurrence Download

description: A dataset containing 71 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Anthurium tarapotense Engl."
 ]
}

 The dataset includes 71 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0139576-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vcmevq
title: Occurrence Download

description: A dataset containing 487 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Araucaria bidwillii Hook."
 ]
}

 The dataset includes 487 records from 80 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004298-150922153815467/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ycq244
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Clematis moisseenkoi (Serov) W.T.Wang"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0139578-230224095556074/datasets/export for details.
DOI: 10.15468/dl.twn8je
title: Occurrence Download

description: A dataset containing 15 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cebus trinitatis von Pusch, 1942"
 ]
}

 The dataset includes 15 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0198330-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.txcnss
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-91.51295 43.44022,-90.76588 43.61325,-90.78291 44.14279,-91.64369 44.1785,-91.51295 43.44022))",
 "HasCoordinate is true",
 "TaxonKey is Pistia L.",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 4 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007290-191105090559680/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.48597/gkeb-na3t
title: Measurement of Inorganics in air and particle phase at Els Torms

description: Measurement of Inorganics in air and particle phase at Els Torms
DOI: 10.15468/dl.rtvqwt
title: Occurrence Download

description: A dataset containing 8038 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Colección de Artrópodos de la Asociación BIGA para el estudio del patrimonio natural de Galicia: ABIGA"
 ]
}

 The dataset includes 8038 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004298-160118175350007/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.48597/hxhg-r7kt
title: Measurement of Ammonium at Els Torms

description: Measurement of Ammonium at Els Torms
DOI: 10.15468/dl.55ts2f
title: Occurrence Download

description: A dataset containing 16 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Anthurium venosum Griseb."
 ]
}

 The dataset includes 16 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0139584-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.s42phc
title: Occurrence Download

description: A dataset containing 225 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is one of (Tamarix smyrnensis Bunge)"
 ]
}

 The dataset includes 225 records from 37 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022619-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.oajc7g
title: Occurrence Download

description: A dataset containing 1079 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Zantedeschia aethiopica (L.) Spreng.",
 "BasisOfRecord is Specimen"
 ]
}

 The dataset includes 1079 records from 116 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004298-170627171947987/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.48597/xxm7-ussg
title: Measurement of Ammonium at Els Torms

description: Measurement of Ammonium at Els Torms
DOI: 10.15468/dl.d3hb40
title: Occurrence Download

description: A dataset containing 152 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Globularia incanescens Viv."
 ]
}

 The dataset includes 152 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000494-180412121330197/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wwbpdp
title: Occurrence Download

description: A dataset containing 282 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pycnophyllum molle J.Rémy"
 ]
}

 The dataset includes 282 records from 45 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0139583-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.m2lhqs
title: Occurrence Download

description: A dataset containing 1368 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Galanthus elwesii Hook.f."
 ]
}

 The dataset includes 1368 records from 60 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004298-170714134226665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rfje7c
title: Occurrence Download

description: A dataset containing 5540 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Colección de peces de agua dulce del INCIVA"
 ]
}

 The dataset includes 5540 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0039354-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.48597/2ctj-86zv
title: Pm10_mass at Campisabalos

description: Measurement of Pm10_mass at Campisabalos
DOI: 10.15468/dl.3cfbr4
title: Occurrence Download

description: A dataset containing 86527 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((39.05859 24.98207,34.06642 34.33007,20.49609 35.18098,17.19141 36.1582,10.72266 40.79882,2.56641 38.83008,-9.80859 37.56445,-19.08985 34.33007,-23.44921 24.9082,-19.79296 8.0332,-12.48047 -0.26368,-0.66797 -0.82618,5.30859 -9.30164,15.71485 -38.8705,32.02734 -37.32125,41.87109 -29.34387,49.11329 -26.56055,55.08985 -11.78993,46.9336 -5.95702,56.28517 12.25195,53.96484 15.22483,45.52735 16.57723,39.05859 24.98207))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Orchidaceae",
 "Year 1970-2021"
 ]
}

 The dataset includes 86527 records from 162 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0066008-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5e3paw
title: Occurrence Download

description: A dataset containing 367192 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON ((2.479608666666667 48.58410666666667, 2.479608666666667 65.67073733333334, -31.565747 65.67073733333334, -31.565747 48.58410666666667, 2.479608666666667 48.58410666666667))",
 "EventDate is 2021-12-01,2021-12-31"
 ]
}

 The dataset includes 367192 records from 168 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025789-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.