cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.8eq4t3
title: Occurrence Download

description: A dataset containing 59081 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Tsuga canadensis"
 ]
}

 The dataset includes 59081 records from 358 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019644-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34810/data1623
title: Qualitative dataset of Local Indicators of Climate Change Impacts in Sakhalin Island, Russian Federation

description: Qualitative dataset of the Site 'Sakhalin Island' collected by Evgeniya Dudina in Russian Federation. This dataset was collected in the context of the ERC funded project: LICCI - Local Indicators of Climate Change Impacts (The contribution of local knowledge to climate change research). It includes the 1st - qualitative part of a 2 part dataset Qualitative data collection involves first conducting semi-structured interviews to gather community insights, followed by using focus group discussions to validate and identify new observations. More information on the project at https://licci.eu
description: LICCI Data Collection application / https://gitlab.com/licci/opentek_fe, v0.6.18 (partner)
DOI: 10.15468/dl.nr4pq2
title: Occurrence Download

description: A dataset containing 690 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Brazil",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Acrocomia"
 ]
}

 The dataset includes 690 records from 79 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019699-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7910/dvn/oeoq0e
title: Replication data for 'Operationalizing Climate Justice: A Proposal to Quantify and Repay Climate Debts'

description: Data estimating carbon emissions, emission rights, and climate debts for the countries with the 25 greatest populations or economies. Published in Capitalism Nature Socialism. https://doi.org/10.1080/10455752.2025.2561186.
DOI: 10.34810/data1625
title: Qualitative dataset of Local Indicators of Climate Change Impacts in Kamchatka, Russian Federation

description: Qualitative dataset of the Site 'Kamchatka' collected by Victoria Sharakhmatova in Russian Federation. This dataset was collected in the context of the ERC funded project: LICCI - Local Indicators of Climate Change Impacts (The contribution of local knowledge to climate change research). It includes the 1st - qualitative part of a 2 part dataset Qualitative data collection involves first conducting semi-structured interviews to gather community insights, followed by using focus group discussions to validate and identify new observations. More information on the project at https://licci.eu
description: LICCI Data Collection application / https://gitlab.com/licci/opentek_fe, v0.6.18 (partner)
DOI: 10.5281/zenodo.17209229
title: Manipulation of Multiple Fermions in Semimetal CoGe via Nonlinear Phononics
DOI: 10.5281/zenodo.17209230
title: Manipulation of Multiple Fermions in Semimetal CoGe via Nonlinear Phononics
DOI: 10.15468/dl.e468ta
title: Occurrence Download

description: A dataset containing 195 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Mahathala ameria",
 "Geometry POLYGON((119.300000 20.500000, 122.100000 20.500000, 122.100000 25.400000, 119.300000 25.400000, 119.300000 20.500000))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 195 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019700-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.w9m6z4
title: Occurrence Download

description: A dataset containing 1294 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Culex pipiens",
 "Country is France",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "Year is greater than or equal to 1990"
 ]
}

 The dataset includes 1294 records from 38 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019703-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xccdet
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019701-250920141307145/datasets/export for details.
DOI: 10.15468/dl.gyk8uq
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Malva verticillata",
 "Country is Italy",
 "HasCoordinate is true"
 ]
}

 The dataset includes 7 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019704-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5p8ket
title: Occurrence Download

description: A dataset containing 33 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Malva verticillata",
 "Country is Japan",
 "HasCoordinate is true"
 ]
}

 The dataset includes 33 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019705-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34810/data1719
title: Replication data for "Electrosynthesis-Induced Pt Skin Effect in Mesoporous Ni-Rich Ni–Pt Thin Films for Hydrogen Evolution Reaction"

description: Experimental raw data for all figures published in "Electrosynthesis-Induced Pt Skin Effect in Mesoporous Ni-Rich Ni–Pt Thin Films for Hydrogen Evolution Reaction".
description: 2. Mètodes de processament de les dades: 
Fig. 1, SEM micrographs: ImageJ
Fig. 2, XRD: MAUD
Figs. 3 and 6a, RBS: RUMP
Figs. 4, 5 and 7: OriginLab
Fig. 6b: SIMNRA
3. Programari o instruments necessaris per interpretar les dades:
Fig. 1, SEM micrographs: any image viewer
Fig. 2, XRD: MAUD
Figs. 3 and 6, RBS: RUMP or SIMNRA
Figs. 4, 5 and 7: any spreadsheet software
4. Informació sobre instruments, calibratge i estàndards:
Electrochemical measurements: Autolab 302N potentiostat with Ag/AgCl (3 M KCl) reference electrode
SEM: Zeiss Merlin with InLens detector
XRD: Malvern-PANalytical X’pert Pro diffractometer with Cu Kα radiation
RBS and ERD: 2 MeV He+ ion beam probe
ERD results: normalised to mica standard with 9.5 at% H
DOI: 10.15468/dl.jjzjxp
title: Occurrence Download

description: A dataset containing 209 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is South America",
 "Country is Peru",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Eschweilera albiflora"
 ]
}

 The dataset includes 209 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019707-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17194084
title: Simulated RNA circuits

description: Datasets used to train CVAE models.

Sequence-sampled dataset:- Dataset: 2024_12_05_210221__ensemble_config- Configuration file: 2024_12_05_210221__tabulated_mutation_info

Parameter-sampled dataset:- Dataset: 2025_02_11__13_56_51__tabulated_mutation_info- Configuration file: 2025_02_11__13_56_51__config

 

Pair of circuits from UMAP:- Concentrations: ruggedness_umap_pair_ys.npy- Time-steps: ruggedness_umap_pair_ts.npy

Model trained on 'adaptation':- Dynamics metric: model1_adaptation_analytics.json- Generated circuit interactions: model1_adaptation_generated_circuits.npy - Prompts:   - model1_adaptation_sampled_cond_14.npy   - model1_adaptation_sampled_cond_56.npy   - model1_adaptation_sampled_cond_112.npy

Model trained on ['adaptation', 'ruggedness']:- Dynamics metrics: model2_adaptation_ruggedness_analytics.json- Generated circuit interactions: model2_adaptation_ruggedness_generated_circuits.npy- Prompts: model2_adaptation_ruggedness_sampled_cond.npy

 

--> Simulated using IntaRNA 2.0 and JAX solvers for dynamics
DOI: 10.5281/zenodo.17194085
title: Simulated RNA circuits

description: Datasets used to train CVAE models.

Sequence-sampled dataset:- Dataset: 2024_12_05_210221__ensemble_config- Configuration file: 2024_12_05_210221__tabulated_mutation_info

Parameter-sampled dataset:- Dataset: 2025_02_11__13_56_51__tabulated_mutation_info- Configuration file: 2025_02_11__13_56_51__config

 

Pair of circuits from UMAP:- Concentrations: ruggedness_umap_pair_ys.npy- Time-steps: ruggedness_umap_pair_ts.npy

Model trained on 'adaptation':- Dynamics metric: model1_adaptation_analytics.json- Generated circuit interactions: model1_adaptation_generated_circuits.npy - Prompts:   - model1_adaptation_sampled_cond_14.npy   - model1_adaptation_sampled_cond_56.npy   - model1_adaptation_sampled_cond_112.npy

Model trained on ['adaptation', 'ruggedness']:- Dynamics metrics: model2_adaptation_ruggedness_analytics.json- Generated circuit interactions: model2_adaptation_ruggedness_generated_circuits.npy- Prompts: model2_adaptation_ruggedness_sampled_cond.npy

 

--> Simulated using IntaRNA 2.0 and JAX solvers for dynamics
DOI: 10.5281/zenodo.17208278
title: chloephaga_picta_spades_01.fasta.gz
DOI: 10.5281/zenodo.17208277
title: chloephaga_picta_spades_01.fasta.gz
DOI: 10.5281/zenodo.17209211
title: N_surplus_ENMI
DOI: 10.5281/zenodo.17209212
title: N_surplus_ENMI
DOI: 10.15468/dl.4sg5zz
title: Occurrence Download

description: A dataset containing 25069630 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Geometry POLYGON((-180 -58,180 -58,180 84,-180 84,-180 -58))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "License is one of (CC-BY 4.0, CC-BY-NC 4.0)",
 "OccurrenceStatus is Present",
 "TaxonKey is Animalia",
 "Year is 2008"
 ]
}

 The dataset includes 25069630 records from 3063 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019528-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4782ex
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Forchhammeria longifolia Standl.)",
 "BasisOfRecord is one of (Human Observation, Observation, Living Specimen)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "Continent is North America"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017449-250127130748423/datasets/export for details.
DOI: 10.15468/dl.fnach4
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Forchhammeria macrocarpa Standl.)",
 "BasisOfRecord is one of (Human Observation, Observation, Living Specimen)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "Continent is North America"
 ]
}

 The dataset includes 4 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017450-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yz7yvc
title: Occurrence Download

description: A dataset containing 263324 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Rhododendron L.",
 "Year 2000-2025"
 ]
}

 The dataset includes 263324 records from 877 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017445-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ngyg7w
title: Occurrence Download

description: A dataset containing 29 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Forchhammeria pallida Liebm.)",
 "BasisOfRecord is one of (Human Observation, Observation, Living Specimen)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "Continent is North America"
 ]
}

 The dataset includes 29 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017451-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wac9af
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Forchhammeria sessilifolia Standl.)",
 "BasisOfRecord is one of (Human Observation, Observation, Living Specimen)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "Continent is North America"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017452-250127130748423/datasets/export for details.
DOI: 10.15468/dl.qmtfhh
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Forchhammeria tamaulipana B.F.Hansen, Iltis & Carlquist)",
 "BasisOfRecord is one of (Human Observation, Observation, Living Specimen)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "Continent is North America"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017453-250127130748423/datasets/export for details.
DOI: 10.15468/dl.ua967b
title: Occurrence Download

description: A dataset containing 76 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is Mexico",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Comarostaphylis mucronata Klotzsch"
 ]
}

 The dataset includes 76 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017454-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pr8d9q
title: Occurrence Download

description: A dataset containing 19 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Forchhammeria trifoliata Radlk. ex Millsp.)",
 "BasisOfRecord is one of (Human Observation, Observation, Living Specimen)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "Continent is North America"
 ]
}

 The dataset includes 19 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017455-250127130748423/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.28357310
title: <b>Anthropogenic pressures, rather than plant vigour, promote insect herbivory rates on </b><b><i>Securidaca longepedunculata</i></b><b> along elevation in a South African woodland</b>

description: Understanding how chronic anthropogenic disturbances shape species interactions can enhance our ability to predict biodiversity resilience and guide conservation actions. <i>Securidaca longepedunculata</i>, a highly valued medicinal plant, faces various stressors, including herbivory, which can negatively affect plant fitness by reducing growth, survival, and reproductive output. To investigate the impacts of anthropogenic and environmental factors on herbivory in <i>Securidaca longepedunculata</i>, we conducted a survey of 270 plants across three populations in South Africa. Data collected were analysed by fitting a structural equation model. Our findings indicate that populations of <i>S.</i> <i>longepedunculata</i> closer to human settlements are most vulnerable to anthropogenic pressures, and these pressures seem to promote insect herbivory, which further adds to the stress of the populations. Our findings further indicate that this herbivory is intense at high elevations. Although this can be explained under the resource concentration hypothesis, it also fits into the recent general patterns, reporting the highest proportion of plants with glandular trichomes – known for their contributions to chemical and physical defences against herbivorous insects – at higher elevations. Overall, our study reveals the extent of a panoply of stressors that constrain the dynamics of the populations of <i>S. </i><i>longepedunculata</i>. Further studies are needed to investigate how these stressors affect these dynamics.
DOI: 10.6084/m9.figshare.28357310.v1
title: <b>Anthropogenic pressures, rather than plant vigour, promote insect herbivory rates on </b><b><i>Securidaca longepedunculata</i></b><b> along elevation in a South African woodland</b>

description: Understanding how chronic anthropogenic disturbances shape species interactions can enhance our ability to predict biodiversity resilience and guide conservation actions. <i>Securidaca longepedunculata</i>, a highly valued medicinal plant, faces various stressors, including herbivory, which can negatively affect plant fitness by reducing growth, survival, and reproductive output. To investigate the impacts of anthropogenic and environmental factors on herbivory in <i>Securidaca longepedunculata</i>, we conducted a survey of 270 plants across three populations in South Africa. Data collected were analysed by fitting a structural equation model. Our findings indicate that populations of <i>S.</i> <i>longepedunculata</i> closer to human settlements are most vulnerable to anthropogenic pressures, and these pressures seem to promote insect herbivory, which further adds to the stress of the populations. Our findings further indicate that this herbivory is intense at high elevations. Although this can be explained under the resource concentration hypothesis, it also fits into the recent general patterns, reporting the highest proportion of plants with glandular trichomes – known for their contributions to chemical and physical defences against herbivorous insects – at higher elevations. Overall, our study reveals the extent of a panoply of stressors that constrain the dynamics of the populations of <i>S. </i><i>longepedunculata</i>. Further studies are needed to investigate how these stressors affect these dynamics.
DOI: 10.15468/dl.3qdh4a
title: Occurrence Download

description: A dataset containing 285 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Forchhammeria watsonii Rose)",
 "BasisOfRecord is one of (Human Observation, Observation, Living Specimen)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "Continent is North America"
 ]
}

 The dataset includes 285 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017456-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cp249x
title: Occurrence Download

description: A dataset containing 369 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Ceanothus caeruleus Lag.)",
 "BasisOfRecord is one of (Human Observation, Observation, Living Specimen)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "Continent is North America"
 ]
}

 The dataset includes 369 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017457-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9su7qn
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Colubrina celtidifolia (Cham. & Schltdl.) Schltdl.)",
 "BasisOfRecord is one of (Human Observation, Observation, Living Specimen)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "Continent is North America"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017458-250127130748423/datasets/export for details.
DOI: 10.5519/qd.fi5p4yfu
title: Query on the Natural History Museum Data Portal (data.nhm.ac.uk) (122 records)
DOI: 10.15468/dl.8xrzwg
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Colubrina ehrenbergii Schltdl.)",
 "BasisOfRecord is one of (Human Observation, Observation, Living Specimen)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "Continent is North America"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017459-250127130748423/datasets/export for details.
DOI: 10.15468/dl.apbbzh
title: Occurrence Download

description: A dataset containing 48 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Asia",
 "Country is China",
 "GadmGid is CHN.27_1",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Month is one of (May, June)",
 "TaxonKey is Insecta",
 "Year 2014-2025"
 ]
}

 The dataset includes 48 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017460-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bbtu9y
title: Occurrence Download

description: A dataset containing 19 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Colubrina heteroneura (Griseb.) Standl.)",
 "BasisOfRecord is one of (Human Observation, Observation, Living Specimen)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "Continent is North America"
 ]
}

 The dataset includes 19 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017461-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14822881
title: Snippets1

description: Snippets1 dataset.
DOI: 10.5281/zenodo.14822882
title: Snippets1

description: Snippets1 dataset.
DOI: 10.5281/zenodo.14822894
title: Snippets2

description: Snippets2 dataset.
DOI: 10.5281/zenodo.14822895
title: Snippets2

description: Snippets2 dataset.