cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.c2r4tt
title: Occurrence Download

description: A dataset containing 174198 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Equisetum sylvaticum L.",
 "HasCoordinate is true"
 ]
}

 The dataset includes 174198 records from 512 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0100679-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4ka4gz
title: Occurrence Download

description: A dataset containing 62 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Lerista apoda Storr, 1976, Lerista eupoda Smith, 1996)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 62 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042343-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tpd2uv
title: Occurrence Download

description: A dataset containing 347 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Turbinella pyrum (Linnaeus, 1767)"
 ]
}

 The dataset includes 347 records from 56 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0100680-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fsq3d8
title: Occurrence Download

description: A dataset containing 35 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Archibaccharis albescens (J.D.Jacks.) G.L.Nesom"
 ]
}

 The dataset includes 35 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042352-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.r992jf
title: Occurrence Download

description: A dataset containing 386 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Africa",
 "OccurrenceStatus is Present",
 "TaxonKey is Dialium englerianum Henriq."
 ]
}

 The dataset includes 386 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008620-240425142415019/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.q8qnyk
title: Occurrence Download

description: A dataset containing 3355 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Eragrostis mexicana (Hornem.) Link",
 "HasCoordinate is true"
 ]
}

 The dataset includes 3355 records from 190 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0100697-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.229ec4
title: Occurrence Download

description: A dataset containing 32 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-82.35125 24.05851,-79.60426 24.05851,-79.60426 26.68239,-82.35125 26.68239,-82.35125 24.05851))",
 "HasGeospatialIssue is false",
 "TaxonKey is Sachsia polycephala Griseb."
 ]
}

 The dataset includes 32 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0107668-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ukmxe5
title: Occurrence Download

description: A dataset containing 11127 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Sesleria albicans Kit. ex Schult."
 ]
}

 The dataset includes 11127 records from 108 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0126684-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mdfsg5
title: Occurrence Download

description: A dataset containing 21 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Tympanocryptis gigas Mitchell, 1948)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 21 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042369-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tkrbhx
title: Occurrence Download

description: A dataset containing 45 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON ((-90.1738998999999950 38.6643839999999983, -90.1738998999999950 38.6662606900000014, -90.1738998999999950 38.6676682200000030, -90.1738998999999950 38.6702486699999994, -90.1738998999999950 38.6729464200000024, -90.1738998999999950 38.6745885300000012, -90.1738998999999950 38.6768171000000009, -90.1721485000000058 38.6768171000000009, -90.1698133000000013 38.6768171000000009, -90.1671278200000046 38.6768171000000009, -90.1645591000000053 38.6768171000000009, -90.1622239000000008 38.6768171000000009, -90.1622239000000008 38.6750577000000035, -90.1622239000000008 38.6727118299999972, -90.1622239000000008 38.6700140800000014, -90.1622239000000008 38.6682546799999969, -90.1622239000000008 38.6655569300000010, -90.1622239000000008 38.6643839999999983, -90.1659602200000023 38.6643839999999983, -90.1677116200000057 38.6643839999999983, -90.1702803400000050 38.6643839999999983, -90.1738998999999950 38.6643839999999983))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1932",
 "BasisOfRecord is one of (Human Observation, Living Specimen, Observation, Specimen, Machine Observation)"
 ]
}

 The dataset includes 45 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0087830-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5ypf99
title: Occurrence Download

description: A dataset containing 33599 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mongolia",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Plantae"
 ]
}

 The dataset includes 33599 records from 96 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0077167-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dqrfcj
title: Occurrence Download

description: A dataset containing 17 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Lipinia infralineolata (Günther, 1873))",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 17 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042328-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.48dku4
title: Occurrence Download

description: A dataset containing 1370836 species occurrences available in GBIF matching the query:
(Query is too complex. Can be viewed on the landing page)

 The dataset includes 1370836 records from 1356 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0087867-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.13145/bacdive15570.20241212.9.2
title: Streptomyces castelarensis (Cercós 1954) Kumar and Goodfellow 2008

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive15571.20241212.9.2
title: Streptomyces diastaticus subsp. diastaticus (Krainsky 1914) Pridham et al. 1958

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive15586.20241212.9.2
title: Streptomyces scabiei (ex Thaxter 1891) Lambert and Loria 1989

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive15598.20241212.9.2
title: Streptomyces sclerotialus Pridham 1970 emend. Nouioui et al. 2018

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive15600.20241212.9.2
title: Streptomyces sindenensis Nakazawa and Fujii 1957

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive15602.20241212.9.2
title: Streptomyces sioyaensis Nishimura et al. 1961

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive15603.20241212.9.2
title: Streptomyces somaliensis (Brumpt 1906) Waksman and Henrici 1948 emend. Nouioui et al. 2018

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive15604.20241212.9.2
title: Streptomyces somaliensis (Brumpt 1906) Waksman and Henrici 1948 emend. Nouioui et al. 2018

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive15614.20241212.9.2
title: Streptomyces sp.

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive15618.20241212.9.2
title: Streptomyces sp.

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive15620.20241212.9.2
title: Streptomyces sp.

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive15624.20241212.9.2
title: Streptomyces sp.

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive15636.20241212.9.2
title: Streptomyces sp.

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive15637.20241212.9.2
title: Streptomyces sp.

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive15641.20241212.9.2
title: Streptomyces sp.

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive15642.20241212.9.2
title: Streptomyces sp.

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive15643.20241212.9.2
title: Streptomyces sp.

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.5281/zenodo.15173471
title: Carbon chemistry observations in tropical coastal waters

description: The dataset reports field observations of the carbon composition of seawater at a coral reef lagoon and a mangrove tidal creek in Nusa Penida, Indonesia. Observations include high temporal resolution time series of radon, CO2, and ancillary parameters. Time series observations of radon (30 min intervals) and carbon dioxide (1 min) were performed using automated analysers powered with 12 V batteries. The calibrated radon (RAD-7 Durridge Company) and CO2 (Licor 840) analysers measure gas concentrations in a closed air loop in equilibrium with a stream of flowing water pumped at >3 L per minute into a shower head gas exchanger (Webb et al., 2016 and references therein). Water depths, salinity and temperature were measured using a conductivity-temperature-depth (CTD diver, Van Essen Instruments®) or a Hydrolab sonde (MS5) at time steps ranging from 5 to 30 min. Wind speeds were determined from local meteorological stations. Total alkalinity and dissolved inorganic carbon samples were immediately filtered using combusted 0.7 mm GF/F disposable filters and analysed using a VINDTA 3C (Versatile INstrument for the Determination of Total inorganic carbon and titration Alkalinity). The VINDTA measured TA via Gran titration with a Metrohm Titrino and DIC after sample CO2 extraction with phosphoric acid followed by coulometric titration (McMahon et al., 2018 and references therein).  

References

McMahon, A., Santos, I.R., Schulz, K.G., Cyronak, T. and Maher, D.T.  2018.  Determining coral reef calcification and primary production using automated alkalinity, pH and pCO2 measurements at high temporal resolution. Estuarine, Coastal and Shelf Science 209, 80-88.

Webb, J.R., Maher, D.T. and Santos, I.R.  2016.  Automated, in situ measurements of dissolved CO2, CH4, and δ13C values using cavity enhanced laser absorption spectrometry: Comparing response times of air-water equilibrators. Limnology and Oceanography: Methods 14(5), 323-337.
DOI: 10.5281/zenodo.15173472
title: Carbon chemistry observations in tropical coastal waters

description: The dataset reports field observations of the carbon composition of seawater at a coral reef lagoon and a mangrove tidal creek in Nusa Penida, Indonesia. Observations include high temporal resolution time series of radon, CO2, and ancillary parameters. Time series observations of radon (30 min intervals) and carbon dioxide (1 min) were performed using automated analysers powered with 12 V batteries. The calibrated radon (RAD-7 Durridge Company) and CO2 (Licor 840) analysers measure gas concentrations in a closed air loop in equilibrium with a stream of flowing water pumped at >3 L per minute into a shower head gas exchanger (Webb et al., 2016 and references therein). Water depths, salinity and temperature were measured using a conductivity-temperature-depth (CTD diver, Van Essen Instruments®) or a Hydrolab sonde (MS5) at time steps ranging from 5 to 30 min. Wind speeds were determined from local meteorological stations. Total alkalinity and dissolved inorganic carbon samples were immediately filtered using combusted 0.7 mm GF/F disposable filters and analysed using a VINDTA 3C (Versatile INstrument for the Determination of Total inorganic carbon and titration Alkalinity). The VINDTA measured TA via Gran titration with a Metrohm Titrino and DIC after sample CO2 extraction with phosphoric acid followed by coulometric titration (McMahon et al., 2018 and references therein).  

References

McMahon, A., Santos, I.R., Schulz, K.G., Cyronak, T. and Maher, D.T.  2018.  Determining coral reef calcification and primary production using automated alkalinity, pH and pCO2 measurements at high temporal resolution. Estuarine, Coastal and Shelf Science 209, 80-88.

Webb, J.R., Maher, D.T. and Santos, I.R.  2016.  Automated, in situ measurements of dissolved CO2, CH4, and δ13C values using cavity enhanced laser absorption spectrometry: Comparing response times of air-water equilibrators. Limnology and Oceanography: Methods 14(5), 323-337.
DOI: 10.13145/bacdive15644.20241212.9.2
title: Streptomyces sp.

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive15648.20241212.9.2
title: Streptomyces sp.

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive15653.20241212.9.2
title: Streptomyces sp.

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive15656.20241212.9.2
title: Streptomyces sp.

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive15657.20241212.9.2
title: Streptomyces sp.

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive15659.20241212.9.2
title: Streptomyces sp.

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive15661.20241212.9.2
title: Streptomyces sp.

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive15664.20241212.9.2
title: Streptomyces sp.

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive15666.20241212.9.2
title: Streptomyces sp.

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive15673.20241212.9.2
title: Streptomyces sp.

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.5281/zenodo.18089808
title: Dataset Package: Official National-Level Statistics on the Music Industry in Bulgaria

description: This dataset package aggregates all official music industry data for Bulgaria as collected by the Bulgarian National Statistical Office.
DOI: 10.5281/zenodo.18089807
title: Dataset Package: Official National-Level Statistics on the Music Industry in Bulgaria

description: This dataset package aggregates all official music industry data for Bulgaria as collected by the Bulgarian National Statistical Office.
DOI: 10.5281/zenodo.17950466
title: Model based process optimization for nanoparticle precipitation

description: This dataset is supplemented to the publication:

Title:Model based process optimization for nanoparticle precipitation

Abstract:This study introduces a derivative-based optimization framework for the controlled synthesis of nanoparticles, with a focus on achieving target particle size distributions via dynamic manipulation of reactant inflow during precipitation. The key novel aspects of our approach include coupling Population Balance Equations (PBE)-which accounts for nucleation and growth phenomena-with a prior first-order reduction reaction formulated using the exact Method of Moments (eMoM), and implementing a discretize-then-optimize approach for efficient computation of parameter sensitivities, enabling effective optimization of the time-dependent inflow profile. The objective is to minimize the variance in particle size while ensuring a prescribed mean diameter. Numerical case studies explore the role of process constraints and regularization strategies in control performance. The following quantitative results highlight the effectiveness of our approach: First, the optimized time-varying inflow profiles significantly outperform constant-rate strategies. Within the size range $\mu_D \pm 0.1 \mu_D$, the optimal control yields nanoparticles with a purity exceeding 99\%, compared with about 77\% for the most effective constant control. Furthermore, the framework remains robust under variations in process parameters, sustaining performance despite limits on maximum inflow rate and total synthesis time. This framework offers a systematic and computationally tractable approach to optimizing transient operating conditions in nanoparticle synthesis, with strong potential for industrial application.In each Dataset, the data is stored columnwise in (x,y,x,y ...) format, the Filenames identify the respective figures in the original publication. a,b, and c, in the filenames corresponds to the first, second and third plot in each figure.
DOI: 10.5281/zenodo.17950465
title: Model based process optimization for nanoparticle precipitation

description: This dataset is supplemented to the publication:

Title:Model based process optimization for nanoparticle precipitation

Abstract:This study introduces a derivative-based optimization framework for the controlled synthesis of nanoparticles, with a focus on achieving target particle size distributions via dynamic manipulation of reactant inflow during precipitation. The key novel aspects of our approach include coupling Population Balance Equations (PBE)-which accounts for nucleation and growth phenomena-with a prior first-order reduction reaction formulated using the exact Method of Moments (eMoM), and implementing a discretize-then-optimize approach for efficient computation of parameter sensitivities, enabling effective optimization of the time-dependent inflow profile. The objective is to minimize the variance in particle size while ensuring a prescribed mean diameter. Numerical case studies explore the role of process constraints and regularization strategies in control performance. The following quantitative results highlight the effectiveness of our approach: First, the optimized time-varying inflow profiles significantly outperform constant-rate strategies. Within the size range $\mu_D \pm 0.1 \mu_D$, the optimal control yields nanoparticles with a purity exceeding 99\%, compared with about 77\% for the most effective constant control. Furthermore, the framework remains robust under variations in process parameters, sustaining performance despite limits on maximum inflow rate and total synthesis time. This framework offers a systematic and computationally tractable approach to optimizing transient operating conditions in nanoparticle synthesis, with strong potential for industrial application.In each Dataset, the data is stored columnwise in (x,y,x,y ...) format, the Filenames identify the respective figures in the original publication. a,b, and c, in the filenames corresponds to the first, second and third plot in each figure.
DOI: 10.6084/m9.figshare.30971317
title: Digital Competencies as Drivers of Economic Empowerment and Disaster Preparedness (Dataset)

description: Digital Competencies as Drivers of Economic Empowerment and Disaster Preparedness (Dataset)
DOI: 10.6084/m9.figshare.30971317.v1
title: Digital Competencies as Drivers of Economic Empowerment and Disaster Preparedness (Dataset)

description: Digital Competencies as Drivers of Economic Empowerment and Disaster Preparedness (Dataset)
DOI: 10.5281/zenodo.18094383
title: Dataset for phosphorus-driven changes in steroidal alkaloid content, soil enzyme activity, and rhizosphere microbiome of Fritillaria cirrhosa
DOI: 10.5281/zenodo.18094382
title: Dataset for phosphorus-driven changes in steroidal alkaloid content, soil enzyme activity, and rhizosphere microbiome of Fritillaria cirrhosa