cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.76j8yf
title: Occurrence Download

description: A dataset containing 11 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Saussurea pseudomalitiosa Lipsch."
 ]
}

 The dataset includes 11 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0103414-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.w4ar88
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Bulbophyllum coweniorum J.J.Verm. & P.O'Byrne"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0103415-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7yggrx
title: Occurrence Download

description: A dataset containing 10 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Schismatoclada lutea Homolle"
 ]
}

 The dataset includes 10 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0103416-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5519/qd.eyw25sla
title: Query on the Natural History Museum Data Portal (data.nhm.ac.uk) (5433224 records)
DOI: 10.15468/dl.2addfs
title: Occurrence Download

description: A dataset containing 4314 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Schlagintweitia intybacea (All.) Griseb."
 ]
}

 The dataset includes 4314 records from 101 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0103417-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.m7gstu
title: Occurrence Download

description: A dataset containing 19 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Bulbophyllum hyalosemoides J.J.Verm. & P.O'Byrne"
 ]
}

 The dataset includes 19 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0103419-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fefr6j
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Saussurea pseudoplatyphyllaria Y.S.Chen"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0103418-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.7096003
title: Assessing the Influence of Zeolite Composition on Oxygen-Bridged Diamino Dicopper(II) Complexes in Cu-CHA DeNOx Catalysts by Machine Learning-Assisted X‑ray Absorption Spectroscopy

description: Data type: Experimental spectroscopic measurements and related elaboration from Figures 1-4 of the corresponding article
	
Files are with filename extensions: txt
	
Information on origin of the data:



In situ XANES and EXAFS data were collected at the BM23 beamline of the European Synchrotron Radiation Facility (ESRF, Grenoble, France) in a Microtomo reactor cell; measured Cu-CHA samples are indicated in the following with “Cu/Al”-“Si/Al” labels



	
fig_01_XANES: Normalized Cu K-edge XANES for Cu-CHA samples 0.1-5; 0.5-15; 0.6-29, collected at 200 °C after pretreatment in O2, reduction in NO+NH3 and subsequent oxidation in O2.
	
fig_02_Conversion: NOx conversion in the 150−500 °C temperature range for Cu-CHA samples 0.1-5, 0.5-15, 0.6-29; TOF at 200 °C versus fraction of Cu(I) from XANES LCF after oxidation and fraction of Cu(I) from XANES LCF after oxidation versus Cu density for the same catalysts.
	
fig_03_EXAFS_FT_WT: Magnitude of experimental EXAFS spectra, obtained by Fourier transforming k2χ(k) spectra in the 2.4−12.0 Å−1 range for Cu-CHA samples 0.1-5, 0.5-15, 0.6-29 after reduction in NO+NH3 and subsequent oxidation in O2; corresponding EXAFS WT maps magnified in high-R range (2-4 Å), obtained using a Morlet WT with parameters (σ=1, η=7).
	
fig_04_EXAFS_MLfit: Magnitude of experimental and best fit EXAFS spectra, obtained by Fourier transforming k2χ(k) spectra in the 2.4−12.0 Å−1 range for Cu-CHA samples 0.1-5, 0.5-15, 0.6-29 after oxidation in O2. Scaled components 1 ([CuI(NH3)2]+), 2 and 3 (planar and bent μ-η2,η2-peroxo diamino dicopper(II)) isolated by ML-assisted EXAFS fitting are also reported, vertically translated.
	
Information on:
	
specialized abbreviations: CHA– chabazite; XANES– X-ray absorption near edge structure, EXAFS – Extended X-ray absorption fine structure; LCF – Linear Combination Fit; FT: Fourier Transform; WT – Wavelet Transform; ML – Machine Learning; TOF – Turn Over Frequency;
DOI: 10.5281/zenodo.7096004
title: Assessing the Influence of Zeolite Composition on Oxygen-Bridged Diamino Dicopper(II) Complexes in Cu-CHA DeNOx Catalysts by Machine Learning-Assisted X‑ray Absorption Spectroscopy

description: Data type: Experimental spectroscopic measurements and related elaboration from Figures 1-4 of the corresponding article
	
Files are with filename extensions: txt
	
Information on origin of the data:



In situ XANES and EXAFS data were collected at the BM23 beamline of the European Synchrotron Radiation Facility (ESRF, Grenoble, France) in a Microtomo reactor cell; measured Cu-CHA samples are indicated in the following with “Cu/Al”-“Si/Al” labels



	
fig_01_XANES: Normalized Cu K-edge XANES for Cu-CHA samples 0.1-5; 0.5-15; 0.6-29, collected at 200 °C after pretreatment in O2, reduction in NO+NH3 and subsequent oxidation in O2.
	
fig_02_Conversion: NOx conversion in the 150−500 °C temperature range for Cu-CHA samples 0.1-5, 0.5-15, 0.6-29; TOF at 200 °C versus fraction of Cu(I) from XANES LCF after oxidation and fraction of Cu(I) from XANES LCF after oxidation versus Cu density for the same catalysts.
	
fig_03_EXAFS_FT_WT: Magnitude of experimental EXAFS spectra, obtained by Fourier transforming k2χ(k) spectra in the 2.4−12.0 Å−1 range for Cu-CHA samples 0.1-5, 0.5-15, 0.6-29 after reduction in NO+NH3 and subsequent oxidation in O2; corresponding EXAFS WT maps magnified in high-R range (2-4 Å), obtained using a Morlet WT with parameters (σ=1, η=7).
	
fig_04_EXAFS_MLfit: Magnitude of experimental and best fit EXAFS spectra, obtained by Fourier transforming k2χ(k) spectra in the 2.4−12.0 Å−1 range for Cu-CHA samples 0.1-5, 0.5-15, 0.6-29 after oxidation in O2. Scaled components 1 ([CuI(NH3)2]+), 2 and 3 (planar and bent μ-η2,η2-peroxo diamino dicopper(II)) isolated by ML-assisted EXAFS fitting are also reported, vertically translated.
	
Information on:
	
specialized abbreviations: CHA– chabazite; XANES– X-ray absorption near edge structure, EXAFS – Extended X-ray absorption fine structure; LCF – Linear Combination Fit; FT: Fourier Transform; WT – Wavelet Transform; ML – Machine Learning; TOF – Turn Over Frequency;
DOI: 10.25716/gude.1twp-gnqp
title: The global water resources and use model WaterGAP v2.2e - model output driven by gswp3-era5 and neglecting direct human impacts

description: Assessing global freshwater resources and human water use is of value for a number of needs but challenging. The global water use and water availability model WaterGAP has been in development since 1996 and has served a range of applications such as assessments of global water resources and water stress, also under the impact of climate change, drought hazard quantification, Life Cycle Assessments, water (over)use and consequently depletion of water resources and a better understanding of terrestrial water storage variations (jointly with satellite observations). Here, the reader can download model output for the time period 1901-2019 that was computed by driving WaterGAP v2.2e by four alternative climate datasets (climate forcings) that were generated in the ISIMIP context (https://www.isimip.org) and are described in https://data.isimip.org/10.48364/ISIMIP.982724. For two climate datasets, model runs up to 2021 or 2023 are available. For comparison, output of a version of WaterGAP v2.2d that is calibrated to the same dataset of observed streamflow as WaterGAP v2.2e is provided. Each of the climate forcing-model version combinations is run in two socio-economic settings, histsoc and nosoc. In nosoc, human water use is set to zero and man-made reservoirs are assumed to be non-existant. In the paper connected to this dataset (in review with Geoscientific Model Development), the newest model version, WaterGAP v2.2e is described by providing the modifications to the previous version v2.2d (Müller Schmied et al. 2021) and the corresponding changes in model output. The most important and requested model outputs (total water storage variations, streamflow and water use) are evaluated against observation data. Standard model output is described as well as the specifics of the WaterGAP contribution within the ISIMIP framework. Müller Schmied, H., Cáceres, D., Eisner, S., Flörke, M., Herbert, C., Niemann, C., Peiris, T. A., Popat, E., Portmann, F. T., Reinecke, R., Schumacher, M., Shadkam, S., Telteu, C.-E., Trautmann, T., Döll, P. (2021): The global water resources and use model WaterGAP v2.2d: Model description and evaluation. Geosci. Model Dev., 14, 1037–1079. https://doi.org/10.5194/gmd-14-1037-2021
description: The data is available in compressed netcdf data format. The spatial resolution is 0.5 deg x 0.5 deg, the temporal resolution varies (static, monthly or yearly). The name pattern is the following: [modelversion]_[climateforcing]_[variable]_[socioeconomic-setting]_[temporal-resolution]_[startyear]_[endyear].nc This dataset contains WaterGAP 2.2e model output with the climate forcing gswp3-era5. The socioeconomic-setting is "nosoc" (no reservoirs, no water use). The start year is 1901 and end year is 2023. Please note that this is not an official ISIMIP forcing but was generated using similar methods as the other climate forcings but prolonged by actual ERA5 reanalysis data. For further information please see the associated paper.
DOI: 10.15468/dl.6fndf4
title: Occurrence Download

description: A dataset containing 22 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Schismatoclada marojejyensis Humbert"
 ]
}

 The dataset includes 22 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0103420-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gx6p4p
title: Occurrence Download

description: A dataset containing 11 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Saussurea pseudosalsa Lipsch."
 ]
}

 The dataset includes 11 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0103421-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5cbd2q
title: Occurrence Download

description: A dataset containing 13 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Schlechteranthus abruptus (A.Berger) R.F.Powell"
 ]
}

 The dataset includes 13 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0103422-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cgbhjd
title: Occurrence Download

description: A dataset containing 504 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Schismatoclada psychotrioides Baker"
 ]
}

 The dataset includes 504 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0103423-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zjk3dt
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Saussurea pseudosquarrosa Popov & Lipsch."
 ]
}

 The dataset includes 6 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0103424-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.u5sbtc
title: Occurrence Download

description: A dataset containing 90 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Schlechteranthus albiflorus (L.Bolus) Klak"
 ]
}

 The dataset includes 90 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0103425-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ymsue3
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Schismatoclada pubescens Homolle"
 ]
}

 The dataset includes 8 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0103427-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qeedbs
title: Occurrence Download

description: A dataset containing 332 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Saussurea pseudotilesii Lipsch."
 ]
}

 The dataset includes 332 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0103428-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dpppnu
title: Occurrence Download

description: A dataset containing 39 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Schlechteranthus connatus (L.Bolus) R.F.Powell"
 ]
}

 The dataset includes 39 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0103429-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gnt3mt
title: Occurrence Download

description: A dataset containing 35 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Schismatoclada purpurea Homolle"
 ]
}

 The dataset includes 35 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0103430-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hup44g
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Saussurea pteridophylla Hand.-Mazz."
 ]
}

 The dataset includes 3 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0103431-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.29y64r
title: Occurrence Download

description: A dataset containing 36 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Schlechteranthus hallii L.Bolus"
 ]
}

 The dataset includes 36 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0103432-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6nfd68
title: Occurrence Download

description: A dataset containing 148 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Spain",
 "PublishingOrg is def87a70-0837-11d9-acb2-b8a03c50a862",
 "TaxonKey is Undaria pinnatifida (Harv.) Suringar"
 ]
}

 The dataset includes 148 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0103433-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9kwpsj
title: Occurrence Download

description: A dataset containing 69 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Schismatoclada rubra Homolle"
 ]
}

 The dataset includes 69 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0103434-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pqqyyw
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Saussurea pubescens Y.L.Chen & S.Yun Liang"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0103435-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15161/oar.it/143615
title: Dataset for: Synthetic Lagrangian Turbulence by Generative Diffusion Models

description: This dataset forms the basis of our research paper "Synthetic Lagrangian Turbulence by Generative Diffusion Models" published in Nature Machine Intelligence. It is available for download from the open-access Smart-TURB portal: http://smart-turb.roma2.infn.it, in the TURB-Lagr repository (DOI: 10.48550/arXiv.2303.08662). Instructions on how to read the dataset can be found in the code repository at https://github.com/SmartTURB/diffusion-lagr.

The files "Lagr_u1c_diffusion.h5" and "Lagr_u3c_diffusion.h5" are the datasets used to train the DM-1c and DM-3c models respectively. Correspondingly, "Lagr_u1c_diffusion-demo.h5" and "Lagr_u3c_diffusion-demo.h5" serve as their minimum datasets for testing the code. The files "samples_358400x2000x1_DM-1c.npz" and "samples_358400x2000x3_DM-3c.npz" are generated outputs from the DM-1c and DM-3c models. They support all the analyses presented in the paper.
DOI: 10.15161/oar.it/143614
title: Dataset for: Synthetic Lagrangian Turbulence by Generative Diffusion Models

description: This dataset forms the basis of our research paper "Synthetic Lagrangian Turbulence by Generative Diffusion Models" published in Nature Machine Intelligence. It is available for download from the open-access Smart-TURB portal: http://smart-turb.roma2.infn.it, in the TURB-Lagr repository (DOI: 10.48550/arXiv.2303.08662). Instructions on how to read the dataset can be found in the code repository at https://github.com/SmartTURB/diffusion-lagr.

The files "Lagr_u1c_diffusion.h5" and "Lagr_u3c_diffusion.h5" are the datasets used to train the DM-1c and DM-3c models respectively. Correspondingly, "Lagr_u1c_diffusion-demo.h5" and "Lagr_u3c_diffusion-demo.h5" serve as their minimum datasets for testing the code. The files "samples_358400x2000x1_DM-1c.npz" and "samples_358400x2000x3_DM-3c.npz" are generated outputs from the DM-1c and DM-3c models. They support all the analyses presented in the paper.
DOI: 10.34740/kaggle/dsv/8035536
title: tomato
DOI: 10.15468/dl.t32evu
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Schlechteranthus holgatensis Klak"
 ]
}

 The dataset includes 4 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0103436-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.s92xkb
title: Occurrence Download

description: A dataset containing 2848 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Epigonus telescopus (Risso, 1810)"
 ]
}

 The dataset includes 2848 records from 69 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0103437-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tk7jwk
title: Occurrence Download

description: A dataset containing 27 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Schismatoclada spathulata D.Strid & Razafim."
 ]
}

 The dataset includes 27 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0103438-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jua9tu
title: Occurrence Download

description: A dataset containing 32 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Saussurea pubifolia S.W.Liu"
 ]
}

 The dataset includes 32 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0103439-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nmurse
title: Occurrence Download

description: A dataset containing 12 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Schlechteranthus inclusus (L.Bolus) R.F.Powell"
 ]
}

 The dataset includes 12 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0103440-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.aj6dep
title: Occurrence Download

description: A dataset containing 54 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Schismatoclada thouarsiana (Baill.) Homolle"
 ]
}

 The dataset includes 54 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0103441-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ruvqcj
title: Occurrence Download

description: A dataset containing 1754 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Saussurea pulchella (Fisch.) Fisch. ex Colla"
 ]
}

 The dataset includes 1754 records from 98 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0103442-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gkmkaz
title: Occurrence Download

description: A dataset listing the 1 species recorded in GBIF matching the query:
{
 "and" : [
 "Country is Spain",
 "PublishingOrg is def87a70-0837-11d9-acb2-b8a03c50a862",
 "TaxonKey is Undaria pinnatifida (Harv.) Suringar"
 ]
}

 The dataset's 1 records were derived from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0103426-240321170329656/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.25550072
title: Microbiota of the white-head black langurs

description: Microbiota of the white-head black langurs (Appendix)