cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.9ev5gw
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Datura stramonium",
 "Country is Micronesia (Federated States of)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0057362-250717081556266/datasets/export for details.
DOI: 10.15468/dl.dy68yc
title: Occurrence Download

description: A dataset containing 470 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Rhipicephalus annulatus"
 ]
}

 The dataset includes 470 records from 27 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0057364-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.48597/dtp2-gvs3
title: Measurement of OC/EC at Bambey

description: Measurement of OC/EC at Bambey
DOI: 10.15468/dl.mh2nwu
title: Occurrence Download

description: A dataset containing 40 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ligustrum japonicum",
 "Country is Brazil",
 "HasCoordinate is true"
 ]
}

 The dataset includes 40 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0057368-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nyuk2n
title: Occurrence Download

description: A dataset containing 35573 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Datura stramonium",
 "Country is France",
 "HasCoordinate is true"
 ]
}

 The dataset includes 35573 records from 648 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0057366-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kwzpgq
title: Occurrence Download

description: A dataset containing 88 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Datura stramonium",
 "Country is Georgia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 88 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0057367-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15873227
title: LAMASUS - Response curves for changes in forest biomass carbon stocks following de-intensification of managemet across Europe

description: As part of the knowledge base developed within the EU project LAMASUS (deliverable D5.1) to quantify the climate impacts of land use management (LUM) changes, we present an ensemble of response functions that describe the effects of forest management de-intensification on forest biomass carbon stocks. These functions are supported by spatially explicit maps of model coefficients at a 0.5° (~50 km) resolution covering the European Union (EU27+UK, excluding overseas territories). 

The response functions were derived from simulations using the Global Forest Model (G4M), developed at IIASA (Kindermann et al., 2008; Gusti and Kindermann, 2011). They quantify the changes in biomass carbon stocks associated with transitions from intensively managed forests (classified as “Production forest”) to either near-natural forests (“Other, not harvested” and “Close to nature forests”) or “Multifunctional forests.” These LUM classes are consistent with the definitions provided in the LAMASUS Land Use Management Data Set (See et al., 2025, https://zenodo.org/records/15488011).

The response functions have the form of following equation:

BM(t) = BM0 + BMmax * (1 – exp(-t/τ))

BM0 is the biomass under intensive use before conversion. BM is the biomass in kg C m-2 reached after t years after LUM conversion, BMmax is the biomass in kg C m-2 that could be reached by the year 2100, τ  is a parameter that determines the rate at which BMmax is approached. 

The table below lists the files from which the maps of each coefficient of the response function can be retrieved, separated by type of conversion and climate scenario.






Table: List of files with coefficients for biomass carbon stock growth curves conversion of forest LUM class “Production forest” to near-natural forests (“Other, not harvested”,   “Close to nature forests”) or to “Multifunctional forests”.






Period



File names





Conversion to forest LUMs “Other, not harvested” or “Close to nature forests”





Historical



G4M_BM_response_RTmaxMAI_RTmaxBm.nc





Future, SSP-RCP126



G4M_BM_response_RTmaxMAI_RTmaxBm_ssp_rcp126.nc





Future, SSP-RCP370



G4M_BM_response_RTmaxMAI_RTmaxBm_ssp_rcp370.nc





Conversion to forest LUM “Multifunctional forests”





Future, SSP-RCP126



G4M_BM_response_RTmaxMAI_1p5RTmaxMAI_ssp_rcp126.nc





Future, SSP-RCP370



G4M_BM_response_RTmaxMAI_1p5RTmaxMAI_ssp_rcp370.nc









References:

Gusti, M. and G. Kindermann (2011). An approach to modeling landuse change and forest management on a global scale. SIMULTECH-2011. Proceedings of 1st International Conference on Simulation and Modeling Methodologies, Technologies and Applications, Noordwijkerhout, The Netherlands July 29 - 31 2011, SciTePress - Science and Technology Publications, Portugal.

Kindermann, G. E., I. McCallum, S. Fritz and M. Obersteiner (2008). "A global forest growing stock, biomass and carbon map based on FAO statistics." Silva Fennica 42(3): 387-396.
DOI: 10.5281/zenodo.15873228
title: LAMASUS - Response curves for changes in forest biomass carbon stocks following de-intensification of managemet across Europe

description: As part of the knowledge base developed within the EU project LAMASUS (deliverable D5.1) to quantify the climate impacts of land use management (LUM) changes, we present an ensemble of response functions that describe the effects of forest management de-intensification on forest biomass carbon stocks. These functions are supported by spatially explicit maps of model coefficients at a 0.5° (~50 km) resolution covering the European Union (EU27+UK, excluding overseas territories). 

The response functions were derived from simulations using the Global Forest Model (G4M), developed at IIASA (Kindermann et al., 2008; Gusti and Kindermann, 2011). They quantify the changes in biomass carbon stocks associated with transitions from intensively managed forests (classified as “Production forest”) to either near-natural forests (“Other, not harvested” and “Close to nature forests”) or “Multifunctional forests.” These LUM classes are consistent with the definitions provided in the LAMASUS Land Use Management Data Set (See et al., 2025, https://zenodo.org/records/15488011).

The response functions have the form of following equation:

BM(t) = BM0 + BMmax * (1 – exp(-t/τ))

BM0 is the biomass under intensive use before conversion. BM is the biomass in kg C m-2 reached after t years after LUM conversion, BMmax is the biomass in kg C m-2 that could be reached by the year 2100, τ  is a parameter that determines the rate at which BMmax is approached. 

The table below lists the files from which the maps of each coefficient of the response function can be retrieved, separated by type of conversion and climate scenario.






Table: List of files with coefficients for biomass carbon stock growth curves conversion of forest LUM class “Production forest” to near-natural forests (“Other, not harvested”,   “Close to nature forests”) or to “Multifunctional forests”.






Period



File names





Conversion to forest LUMs “Other, not harvested” or “Close to nature forests”





Historical



G4M_BM_response_RTmaxMAI_RTmaxBm.nc





Future, SSP-RCP126



G4M_BM_response_RTmaxMAI_RTmaxBm_ssp_rcp126.nc





Future, SSP-RCP370



G4M_BM_response_RTmaxMAI_RTmaxBm_ssp_rcp370.nc





Conversion to forest LUM “Multifunctional forests”





Future, SSP-RCP126



G4M_BM_response_RTmaxMAI_1p5RTmaxMAI_ssp_rcp126.nc





Future, SSP-RCP370



G4M_BM_response_RTmaxMAI_1p5RTmaxMAI_ssp_rcp370.nc









References:

Gusti, M. and G. Kindermann (2011). An approach to modeling landuse change and forest management on a global scale. SIMULTECH-2011. Proceedings of 1st International Conference on Simulation and Modeling Methodologies, Technologies and Applications, Noordwijkerhout, The Netherlands July 29 - 31 2011, SciTePress - Science and Technology Publications, Portugal.

Kindermann, G. E., I. McCallum, S. Fritz and M. Obersteiner (2008). "A global forest growing stock, biomass and carbon map based on FAO statistics." Silva Fennica 42(3): 387-396.
DOI: 10.15468/dl.z9ernx
title: Occurrence Download

description: A dataset containing 13957 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Datura stramonium",
 "Country is Germany",
 "HasCoordinate is true"
 ]
}

 The dataset includes 13957 records from 41 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0057369-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xm49fh
title: Occurrence Download

description: A dataset containing 112 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Xanthium spinosum",
 "Country is New Zealand",
 "HasCoordinate is true"
 ]
}

 The dataset includes 112 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0057371-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vx9aw5
title: Occurrence Download

description: A dataset containing 1892 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Xanthium spinosum",
 "Country is Romania",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1892 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0057372-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ezxqtu
title: Occurrence Download

description: A dataset containing 279 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Xanthium spinosum",
 "Country is South Africa",
 "HasCoordinate is true"
 ]
}

 The dataset includes 279 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0057373-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pmwnzs
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0057375-250717081556266/datasets/export for details.
DOI: 10.15468/dl.jr3rnd
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ligustrum japonicum",
 "Country is South Africa",
 "HasCoordinate is true"
 ]
}

 The dataset includes 8 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0057374-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.21227/qr3j-xj32
title: "Mobile Voice Cloning dataset"

description: "This dataset supports the research paper titled \"A Supervised Transformer-based Model for Attributing Mobile-App-generated Synthetic Audio Artifacts\" by Lucky Onyekwelu-Udoka and Yong Guan. The dataset includes labeled audio samples collected from both natural sources and four popular mobile synthesizer applications ClonyAI, VoiceAI, and Voice Changer (in two different modes: Text-to-Audio and Voice Modulation). Each audio sample is annotated with its source class to facilitate supervised learning for synthetic audio detection and attribution.Audio signals were preprocessed into 2D mel spectrograms and augmented using techniques like pitch shifting, time scaling, and amplitude adjustment. The dataset was used to train a Custom PaSST (Patchout Spectrogram Transformer)-based model integrated with a multi-layer perceptron classifier. This model achieved 71% validation accuracy in attributing audio artifacts to their source applications and 80% in binary classification (natural vs. synthetic).The dataset consists of 5 classes:Class 0: Natural audio (Flickr Audio Dataset)Class 1: ClonyAI-generated audioClass 2: VoiceAI-generated audioClass 3: Voice Changer (Text-to-Audio)Class 4: Voice Changer (Voice Modulation)This dataset can aid in future research on audio forensics, synthetic media detection, and AI-based content attribution models."
DOI: 10.15468/dl.m4m66w
title: Occurrence Download

description: A dataset containing 566 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ligustrum japonicum",
 "Country is United States of America",
 "HasCoordinate is true"
 ]
}

 The dataset includes 566 records from 69 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0057376-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.twjsmm
title: Occurrence Download

description: A dataset containing 140 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Xanthium spinosum",
 "Country is Türkiye",
 "HasCoordinate is true"
 ]
}

 The dataset includes 140 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0057379-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.54dgrj
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Xanthium spinosum",
 "Country is Zimbabwe",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0057381-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3et4am
title: Occurrence Download

description: A dataset containing 1137 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Xanthium spinosum",
 "Country is United States of America",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1137 records from 73 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0057380-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.f4vxnq
title: Occurrence Download

description: A dataset containing 42608 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Cenchrus americanus"
 ]
}

 The dataset includes 42608 records from 393 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0057377-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qn7g58
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "TaxonKey is Liocichla steerii Swinhoe, 1877",
 "Year 1000-2020"
 ]
}

 The dataset includes 4 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003218-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.e2hu49
title: Occurrence Download

description: A dataset containing 302 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Glabridorsum stokesii (Cameron, 1912))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 302 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0066679-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ekzrs9
title: Occurrence Download

description: A dataset containing 26 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Specimen, Human Observation)",
 "CoordinateUncertaintyInMeters 0.0-5059.0",
 "OccurrenceStatus is Present",
 "TaxonKey is Lirularia succincta (P.P.Carpenter, 1864)"
 ]
}

 The dataset includes 26 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0245280-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ju4495
title: Occurrence Download

description: A dataset containing 12 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Brazil",
 "GadmGid is BRA.13.637_2",
 "OccurrenceStatus is Present",
 "TaxonKey is Aves",
 "Year 1992-2022"
 ]
}

 The dataset includes 12 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0243775-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xvq6zf
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Elachista paragangabella Sugisima, 2005",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0218511-220831081235567/datasets/export for details.
DOI: 10.15468/dl.ra3j4k
title: Occurrence Download

description: A dataset containing 1282 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Rhynchospora riparia (Nees) Boeckeler"
 ]
}

 The dataset includes 1282 records from 100 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0103774-230530130749713/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.25981693
title: Supplementary Material for: Dimethyl fumarate modulates the immune environment and improves prognosis in the acute phase after ischemic stroke

description: Introduction: Dimethyl fumarate (DMF) has shown potential for protection in various animal models of neurological diseases. However, the impact of DMF on changes in peripheral immune organs and the central nervous system (CNS) immune cell composition after ischemic stroke remains unclear. 
Methods: Eight-week-old C57BL/6J mice with photothrombosis (PT) ischemia and patients with acute ischemic stroke (AIS) were treated with DMF. TTC staining, flow cytometry, and immunofluorescence staining were used to evaluate the infarct volume and changes in immune cells in the periphery and the CNS. 
Results: DMF reduced the infarct volume on Day 1 after PT. DMF reduced the percentages of peripheral immune cells, such as neutrophils, dendritic cells, macrophages and monocytes, on Day 1, followed by NK cells on Day 3 and B cells on Day 7 after PT. In the CNS, DMF significantly reduced the percentage of monocytes in the brain on Day 3 after PT. In addition, DMF increased the number of microglia in the peri-infarct area and reduced the number of neurons in the peri-infarct area in the acute and subacute phases after PT. In AIS patients, B cells decreased in patients receiving alteplase in combination with DMF. 
Conclusion: DMF can change the immune environment of the periphery and the CNS, reduce infarct volume in the acute phase, promote the recruitment of microglia and preserve neurons in the peri-infarct area after ischemic stroke.
DOI: 10.15468/dl.692tag
title: Occurrence Download

description: A dataset containing 39 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Psammisia montana Luteyn"
 ]
}

 The dataset includes 39 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0243766-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.55ffhv
title: Occurrence Download

description: A dataset containing 65 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Europe",
 "Country is Latvia",
 "TaxonKey is Sterna paradisaea Pontoppidan, 1763"
 ]
}

 The dataset includes 65 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0259373-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wxqxkp
title: Occurrence Download

description: A dataset containing 539 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Aramides mangle (Spix, 1825)"
 ]
}

 The dataset includes 539 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0245279-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.v23fhb
title: Occurrence Download

description: A dataset containing 5145 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Benin",
 "TaxonKey is Afzelia africana Sm. ex Pers."
 ]
}

 The dataset includes 5145 records from 64 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0259609-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wthnza
title: Occurrence Download

description: A dataset containing 5844 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is ITA",
 "TaxonKey is one of (Asparagus Tourn. ex L., Arrhenatherum P.Beauv.)"
 ]
}

 The dataset includes 5844 records from 46 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0243778-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.