cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.ce5peq
title: Occurrence Download

description: A dataset containing 10787 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is one of (Cristilabrum primum, Jardinella jesswiseae, Matthewsius illawarrensis, Mesodontrachia fitzroyana, Ordtrachia australis, Pentocnus bursatus, Acropora papillare, Acropora papillosa, Acropora capillaris, Austrogomphus angelorum, Austrogomphus angeli, Beddomeia averni, Cristilabrum simplex, Cristilabrum spectaculum, Holothuria nobilis, Holothuria immobilis, Holothuria notabilis, Holothuria neillii, Idacarabus troglodytes, Jardinella corrugata, Jardinella isolata, Jardinella zeidlerorum, Kimboraga exanima, Kimboraga micromphala, Mouldingia occidentalis, Mouldingia orientalis, Turgenitubulus tanmurrana, Westraltrachia inopinata, Zephyrarchaea mainae, Zephyrarchaea marae, Zephyrarchaea marki, Zephyrarchaea robinsi, Acropora anthocercis, Adclarkia dulacca, Austrarchaea mcguiganae, Austrarchaea monteithi, Beddomeia fultoni, Beddomeia mesibovi, Beddomeia topsiae, Beddomeia turnerae, Branchinella buchananensis, Caridina spelunca, Catellotrachia caupona, Engaeus spinicaudatus, Engaeus yabbimunna, Eodiaptomus lumholtzi, Euastacus yigara, Euastacus jagara, Hickmanoxyomma gibbergunyar, Pseudotyrannochthonius typhlus, Stenopsychodes lineatus, Turbinaria mesenterina, Windbalea viride, Zaprochilus ninae, Zephyrarchaea barrettae, Zephyrarchaea melindae, Abebaioscia troglodytes, Acropora dendrum, Acropora fenneri, Acropora elegans, Acropora polystoma, Acropora verweyi, Alveopora fenestrata, Atelomastix danksi, Atelomastix lengae, Atelomastix ellenae, Beddomeia kershawi, Branchinella denticulata, Paradraculoides gnophicola, Trochidrobia smithi, Acropora kimbeensis, Acropora kirstyae, Acropora paniculata, Adclarkia dawsonensis, Amplirhagada astuta, Aulacopris matthewsi, Beddomeia bowryensis, Catellotrachia jessieana, Catellotrachia jinkana, Catellotrachia runutjirbana, Idiosoma formosum, Montipora corbettensis, Nedsia fragilis, Nebria fragilis, Nedsia humphreysi, Nedsia hurlberti, Nedsia macrosculptilis, Nedsia sculptilis, Nedsia scuiptilis, Nedsia straskraba, Ombrastacoides pulcher, Taskiropsyche lacustris, Trapezites lutea, Vincentrachia desmonda, Welesina kornickeri, Ditropisena whitei, Ramiheithrus virgatus, Riekoperla intermedia, Acropora lovelli, Acropora bonellii)"
 ]
}

 The dataset includes 10787 records from 166 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0062486-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/q9m-bt2-2tc
title: Persicaria amphibia (L.) Gray

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/q9m-qab-m38
title: Sibbaldia procumbens L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/q9m-qyd-1y6
title: Rubus idaeus L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/q9m-w3f-jp7
title: Poa palustris L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.15468/dl.wmxx8h
title: Occurrence Download

description: A dataset containing 20737 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is one of (Acropora microclados, Acropora microcladose, Adclarkia cameroni, Austroagrion pindrina, Bothriembryon whitleyi, Cordulephya divergens, Diorygopyx duplodentatus, Engaeus disjuncticus, Euastacus claytoni, Euastacus guwinus, Euastacus morgani, Georissa laseroni, Heliopora coerulea, Heliopora caerulea, Helipora coerulea, Metaballus mesopterus, Moggridgea rainbowi, Mystivagor mastersi, Ogyris halmaturia, Ogyris halmaturia, Pommerhelix depressa, Thyone nigra, Thyone micra, Tolgachloritis campbelli, Acropora aculeus, Acropora azurea, Acropora acuminata, Acropora caroliniana, Acropora donei, Acropora nana, Acropora yongei, Acropora danai, Acropora manni, Acropora speciosa, Acropora striata, Acropora seriata, Acropora stricta, Acropora trita, Antropora striata, Acropora vaughani, Acropora willisae, Actinopyga mauritiana, Allocharopa erskinensis, Anacropora reticulata, Acropora reticulata, Athanopsis australis, Australogyra zelli, Austroassiminea letha, Austropyrgus dyerianus, Bertmainius tingle, Engaeus orramakunna, Euastacus diversus, Haloniscus searlei, Hedleyoconcha ailaketoae, Hemistomia flexicolumella, Indolestes obiri, Jalmenus eubulus, Lithosticta macra, Montipora calcarea, Montipora caliculata, Montipora cocosensis, Montipora turtlensis, Notopala hanleyi, Oecetis gilva, Oecetis millei, Oecetis silviae, Paradraculoides anachoretus, Pavona venosa, Pavona venusta, Pavonia vinosa, Phrantela annamurrayae, Plesiothele fentoni, Porites nigrescens, Prorates nigrescens, Smilasterias tasmaniae, Acropora abrolhosensis, Agriocnemis kunjina, Amelora acontistica, Antipodia atralba, Attacus wardi, Attacus varia, Chrysolarentia decisaria, Dipsastraea rosaria, Engaeus granulatus, Euastacus bidawalus, Euastacus bidawalis, Euastacus fleckeri, Fonscochlea accepta, Fonscochlea aquatica, Glyptorhagada bordaensis, Gramastacus insolitus, Gudeoconcha sophiae magnifica, Hemisaga irregularis, Hydroptila scamandra, Leptoseris yabei, Leptoseris walli, Lestoidea lewisiana, Leucopatus anophthalmus, Lissotes latidens, Metaprotella haswelliana)"
 ]
}

 The dataset includes 20737 records from 202 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0062489-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8puqt6
title: Occurrence Download

description: A dataset containing 1100 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Spain",
 "GadmGid is one of (ESP.9_1, ESP.9.1_1)",
 "TaxonKey is Fagus sylvatica L.",
 "Year 2010-2025"
 ]
}

 The dataset includes 1100 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001096-250121130708018/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qh3845
title: Occurrence Download

description: A dataset containing 2650 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Country is Spain",
 "GadmGid is ESP.5.6_1",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Fungi"
 ]
}

 The dataset includes 2650 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001097-250121130708018/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17863/cam.54928
title: Research data supporting Temperature dependent lithium isotope fractionation during glass dissolution

description: MW25 - Alkali fusion: Excel workbooks containing the calibration curve used (diluted using a blank K2CO3 fusion), masses weighed out during alkali fusion, concentrations of supernatant and residue measured through ICP-OES, volumes of diluted supernatant and masses of elements loaded onto the columns, and ICP-OES of the pre- and post-Li fractions from the columns. MW25 - EDS Images: .rar archive containing: .tif files showing the elemental maps for 464 d leached MW25 at 90 °C (stub 1) and 40 °C (stub 2). Each image number represents one glass particle examined. The .bcf files give the entire map (all elements) for use with ESPIRIT 2 software, whilst the .spx files give the EDS spectrum of the entire map or areas (as specified). MW25 - HF Digest: Excel workbook of glass used in HF digestion and the volumes of diluted digest which needed to be loaded onto the columns (calculated from the nominal composition given in Scales (2011)). MW25 - ICP-OES - Leachate concentrations: Excel workbook containing the raw concentrations, corrected concentrations, elemental ratios and normalised elemental releases (calculated following the PCT calculations in ASTM (2002)) of the leachates. All leachates (6 h to 464 d) are presented. MW25 - MC-ICP-MS: Excel workbooks containing the Li MC-ICP-MS runs of all leachates, alkali fusions and HF digest. All results are shown together in the summary "Compilation of results" workbook, whilst raw data is presented in the individual workbooks as shown. Raw data has been separated into separate workbooks depending on the sample type and, where settings changed slightly for similar samples, run number. MW25 - SEM Images: .rar archive containing secondary electron (LFD) and backscattered electron (BSE) images of 464 d leached MW25 at 90 °C (Stub 1) and 40 °C (Stub 2) as .tif files. Each image number corresponds to a different glass particle examined within the same sample. MW25 - Sieving and washing: Excel workbook containing the masses and yields of glass monoliths crushed and sieved, checked for magnetic particles, washed and then dried. MW25 - Vessel masses, leaching times, calibrations, pH measurements, dilution factors and SAV ratios: Excel workbook containing all data taken when beginning the dissolution experiments and when taking each set of aliquots, alongside equipment calibrations done prior, dilution factors for taken aliquots and SA/V ratios calculated from mass loss. MW25 - XRD: Excel workbook containing the raw XRD diffractograms (2theta column and intensity column) for 90 and 40 °C 464 d leached MW25 with and without background correction. These results are then compared to pristine MW25 and labelled according to the PDF search of the ICDD database.
DOI: 10.5281/zenodo.14691935
title: Data from: Towards sustainable and biological hydrazine production using  anammox hydrazine synthase

description: Supplementary table for Quantification of hydrazine in biochemical assays and anammox bacteria using LC-MS
DOI: 10.5281/zenodo.14691936
title: Data from: Towards sustainable and biological hydrazine production using  anammox hydrazine synthase

description: Supplementary table for Quantification of hydrazine in biochemical assays and anammox bacteria using LC-MS
DOI: 10.15468/dl.p5ff2c
title: Occurrence Download

description: A dataset containing 14 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is India",
 "TaxonKey is Vernicia fordii (Hemsl.) Airy Shaw"
 ]
}

 The dataset includes 14 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001098-250121130708018/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17028/rd.lboro.28254110
title: Supplementary information files for "Distributed multi-robot source term estimation with coverage control and information theoretic based coordination"

description: Supplementary information files for article "Distributed multi-robot source term estimation with coverage control and information theoretic based coordination"In this paper, we introduce a novel coordination strategy for a group of autonomous robots tasked with estimating the source term of an airborne chemical release. This strategy integrates distributed Bayesian filtering, coverage control, information-theoretic sampling, and proximity constraint handling, forming an efficient and fully distributed coordination protocol. In the proposed framework, each robot employs a consensus-based belief update rule, allowing it to adaptively incorporate information from neighbouring robots to ensure a unified belief across the network. The overall control action is designed to maximise information gain while maintaining network connectivity and minimising communication requirements during movement between sampling points. Extensive numerical simulations are conducted to analyse the performance of the proposed strategy, which demonstrate significant performance improvements compared to popular filtering practices and advanced path-planning strategies. The simulation study is also designed to substantiate the design choices of the proposed coordination strategy and to emphasise its advantages.©The Authors, CC BY 4.0
DOI: 10.17028/rd.lboro.28254110.v1
title: Supplementary information files for "Distributed multi-robot source term estimation with coverage control and information theoretic based coordination"

description: Supplementary information files for article "Distributed multi-robot source term estimation with coverage control and information theoretic based coordination"In this paper, we introduce a novel coordination strategy for a group of autonomous robots tasked with estimating the source term of an airborne chemical release. This strategy integrates distributed Bayesian filtering, coverage control, information-theoretic sampling, and proximity constraint handling, forming an efficient and fully distributed coordination protocol. In the proposed framework, each robot employs a consensus-based belief update rule, allowing it to adaptively incorporate information from neighbouring robots to ensure a unified belief across the network. The overall control action is designed to maximise information gain while maintaining network connectivity and minimising communication requirements during movement between sampling points. Extensive numerical simulations are conducted to analyse the performance of the proposed strategy, which demonstrate significant performance improvements compared to popular filtering practices and advanced path-planning strategies. The simulation study is also designed to substantiate the design choices of the proposed coordination strategy and to emphasise its advantages.©The Authors, CC BY 4.0
DOI: 10.34740/kaggle/dsv/10547405
title: e-IPO Indonesia Data - Investment
DOI: 10.6084/m9.figshare.28254146
title: Supplementary Material for: Effective Target Sites in Thalamic Stimulation for Focal Hand Dystonia

description: Introduction: Functional thalamic surgery is known for alleviating isolated focal hand dystonia; however, the optimal target site in the thalamus is not determined. This study aimed to identify effective sites for thalamic deep brain stimulation (DBS) in treating this condition. Methods: Four patients presenting with focal hand dystonia underwent thalamic DBS. Effective stimulation sites were identified through a combination of physiological and radiological mapping. Results: All patients exhibited significant improvement in their hand dystonia. The most effective stimulation sites were localized in the anterior regions of the ventral intermedius nucleus (Vim), involving both Vim and the ventro-oral nucleus (VO). Conclusion: Thalamic DBS proves highly effective in managing focal hand dystonia. The identified effective stimulation sites suggest the involvement of both the pallidothalamocortical and cerebellothalamocortical pathways in its pathophysiology.
DOI: 10.6084/m9.figshare.28254146.v1
title: Supplementary Material for: Effective Target Sites in Thalamic Stimulation for Focal Hand Dystonia

description: Introduction: Functional thalamic surgery is known for alleviating isolated focal hand dystonia; however, the optimal target site in the thalamus is not determined. This study aimed to identify effective sites for thalamic deep brain stimulation (DBS) in treating this condition. Methods: Four patients presenting with focal hand dystonia underwent thalamic DBS. Effective stimulation sites were identified through a combination of physiological and radiological mapping. Results: All patients exhibited significant improvement in their hand dystonia. The most effective stimulation sites were localized in the anterior regions of the ventral intermedius nucleus (Vim), involving both Vim and the ventro-oral nucleus (VO). Conclusion: Thalamic DBS proves highly effective in managing focal hand dystonia. The identified effective stimulation sites suggest the involvement of both the pallidothalamocortical and cerebellothalamocortical pathways in its pathophysiology.
DOI: 10.15468/dl.g4gngv
title: Occurrence Download

description: A dataset containing 2213 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "OccurrenceStatus is Present",
 "TaxonKey is Cenchrus ciliaris L.",
 "Year 2014-2024"
 ]
}

 The dataset includes 2213 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001099-250121130708018/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.59kxmc
title: Occurrence Download

description: A dataset containing 109655 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Hakea Schrad.)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 109655 records from 154 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001093-250121130708018/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xrmw59
title: Occurrence Download

description: A dataset containing 17566 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-20.72548 65.14188,-18.72194 65.14188,-18.72194 65.75213,-20.72548 65.75213,-20.72548 65.14188))",
 "HasGeospatialIssue is false",
 "TaxonKey is Aves",
 "Year 2015-2025"
 ]
}

 The dataset includes 17566 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001100-250121130708018/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17028/rd.lboro.28123439.v5
title: ShinyApps Index

description: A list of R/Shiny apps created by Lara Skelly.
DOI: 10.15468/dl.s4n492
title: Occurrence Download

description: A dataset containing 52 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Austria",
 "TaxonKey is Agoliinus piceus (Gyllenhal, 1808)"
 ]
}

 The dataset includes 52 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001105-250121130708018/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nmvs5g
title: Occurrence Download

description: A dataset containing 19204 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Hedyosmum Sw.)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 19204 records from 379 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001102-250121130708018/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jn7yuu
title: Occurrence Download

description: A dataset containing 1220 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is India",
 "TaxonKey is Jatropha gossypiifolia L."
 ]
}

 The dataset includes 1220 records from 28 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001106-250121130708018/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17617/4.f2
title: Triplet-Polaron-Annihilation-Induced Degradation of Organic Light-Emitting Diodes Based on Thermally Activated Delayed Fluorescence

description: This contains the data of:
van der Zee, B., Li, Y., Wetzelaer, G.-J.-A.-H., & Blom, P. W. M. (2022). Triplet-Polaron-Annihilation-Induced Degradation of Organic Light-Emitting Diodes Based on Thermally Activated Delayed Fluorescence. Physical Review Applied, 18(6): 064002. doi:10.1103/PhysRevApplied.18.064002.
DOI: 10.5281/zenodo.14673871
title: Global hydrology and water quality data from 1980-2019, derived from the dynamical surface water quality model (DynQual) at 5 arcmin spatial resolution

description: Global ~10km (5 arcmin) output data from the dynamical surface water quality model (DynQual) from 1980-2019, with annual and monthly temporal resolution. Simulations are made following the ISIMIP3a protocol (https://protocol.isimip.org/#/ISIMIP3a).

Output data includes:



Discharge (m3 s-1)

Channel storage (m3) 

Water temperature (K)

Total dissolved solids (TDS) load (g s-1)

Biological oxygen demand (BOD) load (g s-1)

Fecal coliform (FC) load (million cfu s-1)

Salinity; as indicated by TDS concentrations (mg l-1)

Organic pollution; as indicated by BOD concentrations (mg l-1)

Pathogen/bacterial pollution; as indicated by FC concentrations (cfu 100ml-1)


Note. a minimum discharge threshold of 0.1 m3 s-1 was used when computing salinity (TDS), organic (BOD) and pathogen (FC) concentrations, as uncertainties in absolute values of water availabilities have large impacts on resulting in-stream concentrations. Thus, if the the average discharge for the month was below 0.1 m3 s-1, concentrations are not calculated (assigned as NA).

In-stream water quality aggregated to 0.5 degree (i.e. 30 arcmin) spatial resolution (daily, monthly and annual) can be found at: https://zenodo.org/records/14675270. 
description: As published in: Jones, E. R., Bierkens, M. F. P., Wanders, N., Sutanudjaja, E. H., van Beek, L. P. H., and van Vliet, M. T. H.: DynQual v1.0: a high-resolution global surface water quality model, Geosci. Model Dev., 16, 4481–4500, https://doi.org/10.5194/gmd-16-4481-2023, 2023.
DOI: 10.5281/zenodo.11122290
title: Mechanism for Peptide Bond Solvolysis in 98% w/w Concentrated Sulfuric Acid

description: Supplementary Datasets for the paper accepted to ACS Omega entitled: "A Mechanism for Peptide Bond Solvolysis in 98% w/w Concentrated Sulfuric Acid". 

The NMR measurements in sulfuric acid at different concentrations follows the following naming convention: different concentrations (by weight) of sulfuric acid in water are denoted by two different letters “H” and “K”: K refers to 98% D2SO4/2% D2O and H refers to 81% D2SO4/19% D2O at room temperature. The original NMR file names that contain the letter “A” denote the NMR spectra that are collected in pure D2O. 

Supplementary Dataset S1: The original 1D 1H and 13C NMR data collected in 81% w/w and 98% w/w D2SO4 in D2O, at all three time intervals, for all four AA (1), GG (2), GA (3) and AG (4) dipeptides. The reference data for single, monomeric amino acids, L-alanine and glycine come from the work of Seager et al. 2024.

Supplementary Dataset S2: The original 2D 1H-15N HMBC NMR data for all four AA (1), GG (2), GA (3) and AG (4) dipeptides collected in 98% w/w D2SO4 in D2O.

Supplementary Dataset S3: The original 1D 1H and 13C NMR data for the AA (1) dipeptide spiked with single individual L-Ala amino acid collected in 81% w/w and 98% w/w D2SO4 in D2O. 

Supplementary Dataset S4: The original 1D 1H and 13C NMR data collected in 98% w/w D2SO4 in D2O for alaninamide and glycinamide. The dataset also includes the original 1D 1H and 13C NMR data for the AA (1) and GA (3) dipeptides spiked with alaninamide and glycinamide collected in 98% w/w D2SO4 in D2O.

Supplementary Dataset S5: The original 1D 1H, 13C NMR and 19F NMR data for the A3FA (5) dipeptide and the individual trifluoroalanine amino acid collected in 81% w/w and 98% w/w D2SO4 in D2O, as well as D2O.