cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.wzlx2l
title: Occurrence Download

description: A dataset containing 125700 species occurrences available in GBIF matching the query:
{
 "Country" : [
 "is Burkina Faso"
 ]
}

 The dataset includes 125700 records from 122 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005294-150528172251762/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.z5xfv7
title: Occurrence Download

description: A dataset containing 11 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cyphostemma labatii Desc."
 ]
}

 The dataset includes 11 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0159018-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pmcz5t
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cyphostemma ledermannii (Gilg & M.Brandt) Desc."
 ]
}

 The dataset includes 6 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0159027-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ssqfvr
title: Occurrence Download

description: A dataset containing 308 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cyclopia genistoides (L.) Vent."
 ]
}

 The dataset includes 308 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005294-150615163101818/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ug0leh
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Rhopilema esculentum Kishinouye, 1891"
 ]
}

 The dataset includes 7 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005294-150922153815467/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.z8eugu
title: Occurrence Download

description: A dataset containing 71 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cyphostemma lanigerum (Harv.) Desc. ex Wild & R.B.Drumm."
 ]
}

 The dataset includes 71 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0159022-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.j4jnv2
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Laelia anceps subsp. dawsonii (J.Anderson) Rolfe",
 "Country is Mexico"
 ]
}

 The dataset includes 3 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005294-151016162008034/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8hkeue
title: Occurrence Download

description: A dataset containing 1377 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "TaxonKey is Accipiter soloensis (Horsfield, 1821)"
 ]
}

 The dataset includes 1377 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0159028-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dxbmgi
title: Occurrence Download

description: A dataset containing 97 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Clusia leptanthera Cuatrec."
 ]
}

 The dataset includes 97 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005294-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.stccen
title: Occurrence Download

description: A dataset containing 12 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cyphostemma letouzeyanum Desc."
 ]
}

 The dataset includes 12 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0159034-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.j5h9cq
title: Occurrence Download

description: A dataset containing 206 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "Country is India",
 "Country is Nepal"
 ]
 },
 "TaxonKey is Catreus wallichii (Hardwicke, 1827)"
 ]
}

 The dataset includes 206 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005294-170714134226665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rm4krd
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cyphostemma leucorufescens Desc."
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0159039-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.z77eer
title: Occurrence Download

description: A dataset containing 31801 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Fossil",
 "Country is Antarctica"
 ]
}

 The dataset includes 31801 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005294-170826194755519/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qcdc79
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cyphostemma lovemorei Wild & R.B.Drumm."
 ]
}

 The dataset includes 7 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0159046-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.11033172
title: DMP Examine the correlation between Twitter Sentiment data and the stock data of the 4 big tech companies Apple, Amazon, Google and Microsoft

description: The purpose of using these specific datasets are, the possibilities they give to analyze the stock data changes, based on the sentiment analysis of the previous day. Including this output information it is possible to analyze our goal of searching for possible correlation between those two.
DOI: 10.5281/zenodo.11033173
title: DMP Examine the correlation between Twitter Sentiment data and the stock data of the 4 big tech companies Apple, Amazon, Google and Microsoft

description: The purpose of using these specific datasets are, the possibilities they give to analyze the stock data changes, based on the sentiment analysis of the previous day. Including this output information it is possible to analyze our goal of searching for possible correlation between those two.
DOI: 10.15468/dl.fgb9fm
title: Occurrence Download

description: A dataset containing 30 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cyphostemma lynesii (Dewit) Desc. ex Wild & R.B.Drumm."
 ]
}

 The dataset includes 30 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0159050-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.suryks
title: Occurrence Download

description: A dataset containing 389011 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Falco peregrinus Tunstall, 1771"
 ]
}

 The dataset includes 389011 records from 451 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006115-160118175350007/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jokcxj
title: Occurrence Download

description: A dataset containing 5121 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Microtus lusitanicus (Gerbe, 1879)"
 ]
}

 The dataset includes 5121 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005295-150615163101818/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5vz6yb
title: Occurrence Download

description: A dataset containing 7734 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Isurus oxyrinchus Rafinesque, 1810",
 "HasCoordinate is true",
 "DecimalLatitude is greater than -90",
 "DecimalLongitude is greater than -180",
 "OccurrenceStatus is Present",
 "Year is greater than or equal to 1950",
 "Year is less than or equal to 2014"
 ]
}

 The dataset includes 7734 records from 90 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017058-240425142415019/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xhudpu
title: Occurrence Download

description: A dataset containing 5325 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is Euphorbia myrsinites L."
 ]
}

 The dataset includes 5325 records from 113 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016500-250402121839773/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.g56gdb
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Zingiber capitatum Roxb.)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Living Specimen, Machine Observation, Literature Occurrence)",
 "Geometry POLYGON((-180 -90,180 -90,180 90,-180 90,-180 -90))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1945"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016501-250402121839773/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25582/data.2024-04.3086201/2552911
title: Data for EMSL Project 60257 from April 2024
DOI: 10.25582/data.2024-04.3086205/2552912
title: Data for EMSL Project 60257 from April 2024
DOI: 10.25582/data.2024-04.3086206/2552913
title: Data for EMSL Project 60257 from April 2024
DOI: 10.25582/data.2024-04.3086207/2552914
title: Data for EMSL Project 60257 from April 2024
DOI: 10.25582/data.2024-04.3085610/2552915
title: Data for EMSL Project 60201 from April 2024
DOI: 10.25582/data.2024-04.3085618/2552916
title: Data for EMSL Project 60201 from April 2024
DOI: 10.34808/2r2d-x813
title: (Photo)electrochemical data for molybdenum disulfide-borophene (B/MoS2) composite

description: The samples description: 
MoS2 - commercial molybdenum disulfide (Sigma-Aldrich). The main manuscript describes the results obtained with commercial MoS2 and an optimal composite composition of MoS2:B = 500:1, which was labeled as B/MoS2. In detail, the preparation of borophene-enriched MoS2 catalysts was performed using a planetary zirconia ball mill, equipped with 18 zirconia balls (Fritsch Pulverisette). The milling cycle lasted 6 h, with precautions taken to prevent overheating by employing 30 min milling periods followed by 15 min cooling breaks. The operational parameters were set at 450 rpm, with a total mass loading of 500 mg for the molybdenum disulfide (Sigma-Aldrich) and boron (Sigma-Aldrich) powders.
The electrocatalytic properties of catalysts: Hydrogen Evolution Reaction (HER) and Photoelectrocatalytic (PEC) polarization curves of MoS2 and B/MoS2. Tafel plots of MoS2 and B/MoS2 in HER and PEC processes. Nyquist plots of MoS2 and B/MoS2 in HER and PEC processes. The stability measurement of MoS2 and B/MoS2 in HER and PEC processes. 
The electrochemical analyses were performed using a BioLogic VMP-3 potentiostat in a three-electrode setup, with the reactor equipped with a temperature-controlled bath at 25 ℃. A mercury sulfate electrode (MSE, HgǀHg2SO4 in 1 M H2SO4, RE-2CP) served as the reference electrode (RE), while a platinum wire was used as the counter electrode (CE). The working electrode (WE) consisted of a 10 x 40 mm graphitic foil with a thickness of 125 µm (Goodfellow) coated with an active material. The active material dispersion was prepared at a concentration of 10 mg/mL in a solution of isopropanol/water (1:3 by volume) containing 0.05 % Nafion (Sigma-Aldrich) as a binder. The electrodes were fabricated by drop-casting 200 µL of the active material dispersion onto both sides of the graphitic foil, followed by drying at 90 ℃ under vacuum for 12 hours. All (photo)electrochemical measurements were conducted under acidic conditions using 0.5 M H2SO4. The electrocatalyst with the highest activity was also evaluated on a 10 x 40 mm nickel foam to assess its performance on alternative substrates. To evaluate the stability of the most active material, current densities of 10 and 20 mA/cm2 were applied for 20 hours. All potentials were referenced to the reversible hydrogen electrode (RHE), calculated using the equation ERHE=0.059 x pH + EWE + E0, where ERHE, EWE, and E0 represent the potential of reversible hydrogen electrode (RHE), working electrode (WE), and standard potential of reference electrode vs. RHE (E0 = 0.657 V), respectively. Before electrochemical testing, the MSE was calibrated in 0.1 M HCl solution relative to the RHE.
DOI: 10.34808/ameq-z254
title: X-ray photoelectron spectroscopy (XPS) data  of molybdenum disulfide-borophene (B/MoS2) composite

description: MoS2 - commercial molybdenum disulfide (Sigma-Aldrich). The main manuscript describes the results obtained with commercial MoS2 and an optimal composite composition of MoS2:B = 500:1, which was labeled as B/MoS2. In detail, the preparation of borophene-enriched MoS2 catalysts was performed using a planetary zirconia ball mill, equipped with 18 zirconia balls (Fritsch Pulverisette). The milling cycle lasted 6 h, with precautions taken to prevent overheating by employing 30 min milling periods followed by 15 min cooling breaks. The operational parameters were set at 450 rpm, with a total mass loading of 500 mg for the molybdenum disulfide (Sigma-Aldrich) and boron (Sigma-Aldrich) powders.
X-ray Photoelectron Spectroscopy (XPS) was employed to investigate the chemical composition and bonding environment of pristine MoS2 and B/MoS2. X-ray Photoelectron Spectroscopy (XPS) measurements were performed using a Prevac system equipped with a Scienta SES 2002 electron energy analyzer, employing MgKα radiation.
DOI: 10.34808/2f7t-dn30
title: Ultraviolet-visible spectroscopy (UV-Vis) data of molybdenum disulfide-borophene (B/MoS2) composite

description: The samples description: 
MoS2 - commercial molybdenum disulfide (Sigma-Aldrich). The main manuscript describes the results obtained with commercial MoS2 and an optimal composite composition of MoS2:B = 500:1, which was labeled as B/MoS2. In detail, the preparation of borophene-enriched MoS2 catalysts was performed using a planetary zirconia ball mill, equipped with 18 zirconia balls (Fritsch Pulverisette). The milling cycle lasted 6 h, with precautions taken to prevent overheating by employing 30 min milling periods followed by 15 min cooling breaks. The operational parameters were set at 450 rpm, with a total mass loading of 500 mg for the molybdenum disulfide (Sigma-Aldrich) and boron (Sigma-Aldrich) powders.
The optical properties of pristine MoS2 and B/MoS­2 were investigated using UV-Vis spectroscopy.Optical absorption spectra were obtained using a JASCO V-770 UV-Vis spectrophotometer in diffuse reflectance mode (DRS), with barium sulfate (BaSO4) as the reference standard.
DOI: 10.6084/m9.figshare.28942550.v3
title: Dataset for commecometrics R package vignette

description: This dataset provides a real-world trait, climate, and distribution data used in the vignette of commecometrics R package. The data is from an ecometric analysis of carnivoran carnassial tooth relative blade length (RBL) from Siciliano-Martina et al (2024). It includes:geoPoints: A dataset that contains environmental data (precipitation and vegetation) and geographic coordinates for each sampling point. traits: A dataset of relative blade length (RBL) values for species in the order Carnivora.spRanges: A spatial object (in sf format) containing species distribution polygons for Carnivora species. The ranges were downloaded from the IUCN Red List webpage (IUCN, 2025).The .rda file includes all three objects for seamless use in R.
DOI: 10.34808/20d6-ad05
title: Raman data of molybdenum disulfide-borophene (B/MoS2) composite

description: The samples description: 
MoS2 - commercial molybdenum disulfide (Sigma-Aldrich). The main manuscript describes the results obtained with commercial MoS2 and an optimal composite composition of MoS2:B = 500:1, which was labeled as B/MoS2. In detail, the preparation of borophene-enriched MoS2 catalysts was performed using a planetary zirconia ball mill, equipped with 18 zirconia balls (Fritsch Pulverisette). The milling cycle lasted 6 h, with precautions taken to prevent overheating by employing 30 min milling periods followed by 15 min cooling breaks. The operational parameters were set at 450 rpm, with a total mass loading of 500 mg for the molybdenum disulfide (Sigma-Aldrich) and boron (Sigma-Aldrich) powders.
The Raman spectra of pristine MoS2 and B/MoS­2. Raman spectroscopy was conducted using an InVia Renishaw Raman microscope, employing a 532 nm excitation wavelength.
DOI: 10.34808/9er8-k695
title: X-ray dirffraction (XRD) data of molybdenum disulfide-borophene (B/MoS2) composite

description: The samples description: 
MoS2 - commercial molybdenum disulfide (Sigma-Aldrich). The main manuscript describes the results obtained with commercial MoS2 and an optimal composite composition of MoS2:B = 500:1, which was labeled as B/MoS2. In detail, the preparation of borophene-enriched MoS2 catalysts was performed using a planetary zirconia ball mill, equipped with 18 zirconia balls (Fritsch Pulverisette). The milling cycle lasted 6 h, with precautions taken to prevent overheating by employing 30 min milling periods followed by 15 min cooling breaks. The operational parameters were set at 450 rpm, with a total mass loading of 500 mg for the molybdenum disulfide (Sigma-Aldrich) and boron (Sigma-Aldrich) powders.
X-ray Powder Diffraction (XRD) patterns were collected with the Malvern Panalytical Aeris instrument, utilizing CuKα radiation.
DOI: 10.5281/zenodo.15165523
title: DataRES

description: Dataset for research on Reverberation Enhancement Systems

A Reverberation Enhancement System (RES) is an active system for variable room acoustics. It uses microphones to capture the sound in a room and loudspeakers to reproduce the processed microphone signals, thus enhancing the reverberant field in the space.

DataRES comprises room impulse responses measured in rooms that host a RES. These rooms are used for research and development on RESs, either in the academic or industrial environment, or for hosting live performance events. The spaces differ in volume, geometry, and reverberation properties, and the multichannel audio setups differ in the number and position of transducers.

The data is first divided between the collected rooms. For each room, the data is further divided per processing block according to the model depicted in SignalModel.pdf. The processing blocks are the impulse responses between:



stage musicians and audience - H_SA

stage musicians and system microphones - H_SM

system loudspeakers and system microphones - H_LM

system loudspeakers and audience - H_LA


DataRES reports information for each room in the form of json files:



datasetInfo.json contains the list of the collected rooms and their high-level information

roomInfo.json contains the low-level information of one room. There is one for each room folder

rirsInfo.json contains the list of recorded room impulse responses for the related room. There is one for each processing block


PyRES is the accompanying python package which provides and api to easily work with DataRES.



The work leading to producing the dataset and related research was supported by the Research Council of Finland, project No. 357391.
DOI: 10.5281/zenodo.15737243
title: DataRES

description: Dataset for research on Reverberation Enhancement Systems

A Reverberation Enhancement System (RES) is an active system for variable room acoustics. It uses microphones to capture the sound in a room and loudspeakers to reproduce the processed microphone signals, thus enhancing the reverberant field in the space.

DataRES comprises room impulse responses measured in rooms that host a RES. These rooms are used for research and development on RESs, either in the academic or industrial environment, or for hosting live performance events. The spaces differ in volume, geometry, and reverberation properties, and the multichannel audio setups differ in the number and position of transducers.

The data is first divided between the collected rooms. For each room, the data is further divided per processing block according to the model depicted in SignalModel.pdf. The processing blocks are the impulse responses between:



stage musicians and audience - H_SA

stage musicians and system microphones - H_SM

system loudspeakers and system microphones - H_LM

system loudspeakers and audience - H_LA


DataRES reports information for each room in the form of json files:



datasetInfo.json contains the list of the collected rooms and their high-level information

roomInfo.json contains the low-level information of one room. There is one for each room folder

rirsInfo.json contains the list of recorded room impulse responses for the related room. There is one for each processing block


PyRES is the accompanying python package which provides and api to easily work with DataRES.



The work leading to producing the dataset and related research was supported by the Research Council of Finland, project No. 357391.
DOI: 10.5281/zenodo.15737315
title: Supplementary information for the polyacrylamide bead split-pool method for microbial community analysis
DOI: 10.5281/zenodo.15737316
title: Supplementary information for the polyacrylamide bead split-pool method for microbial community analysis
DOI: 10.15468/dl.dfex2j
title: Occurrence Download

description: A dataset containing 6880 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Spain",
 "OccurrenceStatus is Present",
 "TaxonKey is Lolium perenne L."
 ]
}

 The dataset includes 6880 records from 78 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0068602-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.