cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.8399879
title: Understanding the formation mechanisms of silicon particles from the thermal disproportionation of hydrogen silsesquioxane

description: Data set from  Understanding the formation mechanisms of silicon particles from the thermal disproportionation of hydrogen silsesquioxane.

- Publication :  Cibaka-Ndaya C., O'Connor K., Opeyemi Idowu E., Parker M. A., Lebraud E., Lacomme S., Montero D., Sanz Camacho P., Veinot J. G.-C., Roiban I.-L., Drisko G. L.. Understanding the formation mechanisms of silicon particles from the thermal disproportionation of hydrogen silsesquioxane. Chemistry of Materials, In press, ⟨10.1021/acs.chemmater.3c01448⟩. ⟨hal-04211253⟩

Dataset production context :  Crystalline silicon particles sustaining Mie resonances are readily obtained from the thermal processing of hydrogen silsesquioxane (HSQ). Here, the mechanisms involved in silicon particle formation and growth from HSQ are investigated through real time in situ analysis in an environmental transmission electron microscope and X-ray diffractometer. The nucleation of Si nanodomains are observed starting around 1000 °C. For the first time, a highly mobile intermediate phase is experimentally observed, thus demonstrating a previously unknown growth mechanism. At least two growth processes occur simultaneously: the coalescence of small particles into larger particles and a growth mode by particle displacement through the matrix toward the HSQ grain surface. Post-synthetic characterization by scanning electron microscopy further evidences the latter growth mechanism. The gaseous environment employed during synthesis impacts particle formation and growth under both in situ and ex situ conditions, impacting particle yield and structural homogeneity. Understanding the formation mechanisms of particles provides promising pathways for reducing the energy cost of this synthetic route.
 

For more information see the article.
DOI: 10.5281/zenodo.8399880
title: Understanding the formation mechanisms of silicon particles from the thermal disproportionation of hydrogen silsesquioxane

description: Data set from  Understanding the formation mechanisms of silicon particles from the thermal disproportionation of hydrogen silsesquioxane.

- Publication :  Cibaka-Ndaya C., O'Connor K., Opeyemi Idowu E., Parker M. A., Lebraud E., Lacomme S., Montero D., Sanz Camacho P., Veinot J. G.-C., Roiban I.-L., Drisko G. L.. Understanding the formation mechanisms of silicon particles from the thermal disproportionation of hydrogen silsesquioxane. Chemistry of Materials, In press, ⟨10.1021/acs.chemmater.3c01448⟩. ⟨hal-04211253⟩

Dataset production context :  Crystalline silicon particles sustaining Mie resonances are readily obtained from the thermal processing of hydrogen silsesquioxane (HSQ). Here, the mechanisms involved in silicon particle formation and growth from HSQ are investigated through real time in situ analysis in an environmental transmission electron microscope and X-ray diffractometer. The nucleation of Si nanodomains are observed starting around 1000 °C. For the first time, a highly mobile intermediate phase is experimentally observed, thus demonstrating a previously unknown growth mechanism. At least two growth processes occur simultaneously: the coalescence of small particles into larger particles and a growth mode by particle displacement through the matrix toward the HSQ grain surface. Post-synthetic characterization by scanning electron microscopy further evidences the latter growth mechanism. The gaseous environment employed during synthesis impacts particle formation and growth under both in situ and ex situ conditions, impacting particle yield and structural homogeneity. Understanding the formation mechanisms of particles provides promising pathways for reducing the energy cost of this synthetic route.
 

For more information see the article.
DOI: 10.15468/dl.q3ek24
title: Occurrence Download

description: A dataset containing 55 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Italy",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Erodium alpinum (Burm.fil.) L'Hér.",
 "Year 1960-2025"
 ]
}

 The dataset includes 55 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025214-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cct5a2
title: Occurrence Download

description: A dataset containing 172 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Alnus arguta Benth., 1857, Alnus arguta (Schltdl.) Spach)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 172 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025215-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15075366
title: Toy Dataset for Emulating the Fire Weather Index (FWI) Using Deep Learning Techniques

description: This dataset includes .nc files designed to replicate a toy example for emulating the Fire Weather Index (FWI) using deep learning techniques. Additionally, .h5 files containing 40 years of pre-trained models are provided for FWI emulation.

Predictands:





yTrain.nc: A 5-year ERA5-Land computed FWI dataset used to train a toy example deep learning model.




yTest.nc: A 3-year ERA5-Land computed FWI dataset used for prediction.



Predictors:





t2m_Train.nc: A 5-year ERA5-Land daily mean surface temperature dataset used as a predictor to train a deep learning model.




hurs_Train.nc: A 5-year ERA5-Land daily mean relative humidity dataset used as a predictor to train a deep learning model.




sfcwind_Train.nc: A 5-year ERA5-Land daily mean wind speed dataset used as a predictor to train a deep learning model.



Preprocessed Predictors:





xTest_stand.Rdata: A dataset containing pre-prepared predictor sets for use with a 40-year pre-trained deep learning model.



Deep Learning Models:





dense_P1.h5: A 40-year pre-trained Fully Connected Dense (FCD) model, stored in HDF5 format.




unet_P1.h5: A 40-year pre-trained U-Net model, stored in HDF5 format.
DOI: 10.5281/zenodo.15075367
title: Toy Dataset for Emulating the Fire Weather Index (FWI) Using Deep Learning Techniques

description: This dataset includes .nc files designed to replicate a toy example for emulating the Fire Weather Index (FWI) using deep learning techniques. Additionally, .h5 files containing 40 years of pre-trained models are provided for FWI emulation.

Predictands:





yTrain.nc: A 5-year ERA5-Land computed FWI dataset used to train a toy example deep learning model.




yTest.nc: A 3-year ERA5-Land computed FWI dataset used for prediction.



Predictors:





t2m_Train.nc: A 5-year ERA5-Land daily mean surface temperature dataset used as a predictor to train a deep learning model.




hurs_Train.nc: A 5-year ERA5-Land daily mean relative humidity dataset used as a predictor to train a deep learning model.




sfcwind_Train.nc: A 5-year ERA5-Land daily mean wind speed dataset used as a predictor to train a deep learning model.



Preprocessed Predictors:





xTest_stand.Rdata: A dataset containing pre-prepared predictor sets for use with a 40-year pre-trained deep learning model.



Deep Learning Models:





dense_P1.h5: A 40-year pre-trained Fully Connected Dense (FCD) model, stored in HDF5 format.




unet_P1.h5: A 40-year pre-trained U-Net model, stored in HDF5 format.
DOI: 10.5281/zenodo.12744133
title: DAS Control over the spatial correlation of silica perforations in thin films as a function of solution conditions

description: Dataset production context : A perforated silica layer with structural correlation is engineered using sol-gel chemistry, applied to large-scale flat and curved sur-faces. The anion(s) used in the preparation give tailored spatial correlation, and control over perforation size and density. Surface structuration is rapidly and reproducibly created using water and salts as inexpensive and ecofriendly reagents.
DOI: 10.5281/zenodo.12744134
title: DAS Control over the spatial correlation of silica perforations in thin films as a function of solution conditions

description: Dataset production context : A perforated silica layer with structural correlation is engineered using sol-gel chemistry, applied to large-scale flat and curved sur-faces. The anion(s) used in the preparation give tailored spatial correlation, and control over perforation size and density. Surface structuration is rapidly and reproducibly created using water and salts as inexpensive and ecofriendly reagents.
DOI: 10.15468/dl.dn9pem
title: Occurrence Download

description: A dataset containing 1785 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Swiss National Databank of Vascular Plants",
 "TaxonKey is Typha minima Funck ex Hoppe"
 ]
}

 The dataset includes 1785 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025217-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3vuagz
title: Occurrence Download

description: A dataset containing 154 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Alnus firmifolia Fernald)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 154 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025219-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.safzy7
title: Occurrence Download

description: A dataset containing 337 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Asia",
 "Geometry POLYGON((60.09428 22.31839,113.47664 22.31839,113.47664 47.99218,60.09428 47.99218,60.09428 22.31839))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Rhododendron campanulatum D.Don"
 ]
}

 The dataset includes 337 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025218-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15068108
title: This is a Legal Question Generation dataset which can be used for developing models for question generation from a given context in the legal domain. Details of the dataset can be found in this paper:  Aniket Deroy, Kripabandhu Ghosh, Saptarshi Ghosh. Investigating Legal Question Generation using Large Language Models. Artificial Intelligence and Law, Springer, 2025.
DOI: 10.15468/dl.vk7ek2
title: Occurrence Download

description: A dataset containing 475 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Megalopta centralis Friese, 1926",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 475 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025220-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15068107
title: This is a Legal Question Generation dataset which can be used for developing models for question generation from a given context in the legal domain. Details of the dataset can be found in this paper:  Aniket Deroy, Kripabandhu Ghosh, Saptarshi Ghosh. Investigating Legal Question Generation using Large Language Models. Artificial Intelligence and Law, Springer, 2025.
DOI: 10.15468/dl.cf3su9
title: Occurrence Download

description: A dataset containing 79 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Alnus glabrata Fernald)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 79 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025222-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6073/pasta/c3e6d37927bcf3a1114cee9eed8d99fb
title: Air and Soil Temperature in Hemlock Removal Experiment at Harvard Forest since 2004

description: The impending loss of hemlock trees due to hemlock woolly adelgid (Adelges tsugae) infestation is expected to lead to changes in the temperature regime of the forest understory. These changes will both drive succession and will themselves be altered by successional processes. Air temperature (1 m above forest floor) and soil temperature (at 10 cm depth) are measured at 1-minute intervals (hourly averages, minimum, and maximum are stored) using thermistors connected to Campbell 21-X dataloggers. Temperature measurements began 60-120 days prior to applications of the logging and girdling treatments, and will continue for the duration of the study.
DOI: 10.15468/dl.p6qxjw
title: Occurrence Download

description: A dataset containing 63 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Material sample, Specimen)",
 "Country is Chile",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Samastacus spinifrons (Philippi, 1882)"
 ]
}

 The dataset includes 63 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025223-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gypnb5
title: Occurrence Download

description: A dataset containing 1819 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Continent is Asia",
 "Geometry POLYGON((57.46892 21.50652,104.28789 21.50652,104.28789 46.80755,57.46892 46.80755,57.46892 21.50652))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Betula utilis D.Don",
 "Year 1950-2025"
 ]
}

 The dataset includes 1819 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025224-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7mvawf
title: Occurrence Download

description: A dataset containing 3751977 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Observation, Human Observation, Occurrence evidence)",
 "Country is Australia",
 "IucnRedListCategory is one of (NT, VU, EN, CR, EW, EX)",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 3751977 records from 413 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025204-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25607/obis.export.234a34a8
title: Custom OBIS export on 2023-06-28: The uncharted geographic and ecological niche boundaries of marine fishes.
DOI: 10.15468/dl.u947rg
title: Occurrence Download

description: A dataset containing 11665 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-75.12248 6.24573,-75.12428 6.21929,-74.96132 6.25205,-74.93294 6.28754,-75.00984 6.36853,-75.12886 6.31757,-75.14168 6.27116,-75.12248 6.24573))",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 11665 records from 59 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0150817-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.lfh3tt
title: Occurrence Download

description: A dataset containing 358 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Rhynchophorus ferrugineus Heyne, A.-Taschenberg & O., 1908"
 ]
}

 The dataset includes 358 records from 28 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026031-181108115102211/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.w9u3vd
title: Occurrence Download

description: A dataset containing 323 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Sempervivum globiferum subsp. arenarium (W.D.J.Koch) 't Hart & Bleij)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 323 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0047583-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xyevcz
title: Occurrence Download

description: A dataset containing 3251 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Quercus aliena Blume"
 ]
}

 The dataset includes 3251 records from 89 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026032-180131172636756/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ud02bl
title: Occurrence Download

description: A dataset containing 26121 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "TaxonKey is Glaucidium brasilianum (J.F.Gmelin, 1788)"
 ]
}

 The dataset includes 26121 records from 81 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005001-200127171203522/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vkr3zc
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "TaxonKey is Diuraphis noxia (Mordvilko, 1913)"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0047582-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.buvnd2
title: Occurrence Download

description: A dataset containing 18 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((15.57887 58.42735,15.50334 58.41173,15.50265 58.36676,15.58007 58.35474,15.66384 58.36435,15.66316 58.41208,15.57887 58.42735))",
 "TaxonKey is Allium schoenoprasum L."
 ]
}

 The dataset includes 18 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026032-190415153152247/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5sbjr7
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Bolivia (Plurinational State of)",
 "TaxonKey is Amphisbaena cegei Montero, Sáfadez & Álvarez, 1997"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0150821-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.stht5f
title: Occurrence Download

description: A dataset containing 44 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Quercus aliena subsp. aliena"
 ]
}

 The dataset includes 44 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026033-180131172636756/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fxzyhm
title: Occurrence Download

description: A dataset containing 13 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Colección Zoológica de la Universidad del Tolima (CZUT) - Reptiles",
 "TaxonKey is Gonatodes albogularis (Duméril & Bibron, 1836)"
 ]
}

 The dataset includes 13 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0047584-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.f6h6qb
title: Occurrence Download

description: A dataset containing 3986 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Spergularia segetalis (L.) G.Don"
 ]
}

 The dataset includes 3986 records from 88 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0212257-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yx8kmu
title: Occurrence Download

description: A dataset containing 5316 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is MGC Herbarium of University of Malaga (Spain): MGC-Algae dataset"
 ]
}

 The dataset includes 5316 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026033-180508205500799/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mhudh6
title: Occurrence Download

description: A dataset containing 2764 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Canis lupus baileyi Nelson & Goldman, 1929"
 ]
}

 The dataset includes 2764 records from 26 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0202275-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.smdkgi
title: Occurrence Download

description: A dataset containing 68637 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "Country is South Africa",
 "Country is Lesotho",
 "Country is Eswatini"
 ]
 },
 "DatasetKey is AM: Freshwater Invertebrates (1900-2005)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 68637 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026033-190415153152247/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6q7sxa
title: Occurrence Download

description: A dataset containing 4289 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Viburnum nudum var. cassinoides (L.) Torr. & A.Gray"
 ]
}

 The dataset includes 4289 records from 90 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0205482-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.s5zfju
title: Occurrence Download

description: A dataset containing 1250 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Metaxyaceae",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1250 records from 56 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026034-180508205500799/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.