cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.2fu5hu
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Cyphotilapia frontosa, Cyprichromis leptosoma, Cyprichromis microlepidotus, Cyrtocara moorii, Dagetichthys commersonnii, Synaptura commersonnii, Dagetichthys lakdoensis, Dalophis boulengeri, Dalophis cephalopeltis, Danakilia franchettii, Datnia elongata, Mesopristes elongatus, Denticeps clupeoides, Dermatopsoides kasougae, Dicentrarchus punctatus, Dicologlossa cuneata, Dimidiochromis compressiceps, Dimidiochromis dimidiatus, Dimidiochromis kiwinge, Dimidiochromis strigatus, Dinotopterus cunningtoni, Diplotaxodon aeneus, Diplotaxodon altus, Diplotaxodon argenteus, Diplotaxodon ecclesi, Diplotaxodon greenwoodi, Diplotaxodon limnothrissa, Diplotaxodon longimaxilla, Diplotaxodon macrops, Distichodus affinis, Distichodus altus, Distichodus antonii, Distichodus atroventralis, Distichodus brevipinnis, Distichodus decemmaculatus, Distichodus engycephalus, Distichodus fasciolatus, Distichodus hypostomatus, Distichodus kolleri, Distichodus langi, Distichodus lusosso, Distichodus maculatus, Distichodus mbiniensis, Distichodus microps, Distichodus mossambicus, Distichodus nefasch, Distichodus noboli, Distichodus notospilus, Distichodus petersii, Distichodus rostratus, Distichodus rufigiensis, Distichodus schenga, Distichodus sexfasciatus, Divandu albimarginatus, Docimodus evelynae, Docimodus johnstoni, Dolichallabes microphthalmus, Dolichamphilius brieni, Dolichamphilius longiceps, Dormitator lebretonis, Doumea angolensis, Doumea chappuisi, Doumea gracila, Doumea sanaga, Doumea thysi, Doumea typica, Drombus bontii, Gobius bontii, Dundocharax bidentatus, Ebomegobius goodi, Eclectochromis ornatus, Ectodus descampsii, Eleotris acanthopoma, Eleotris daganensis, Eleotris fusca, Eleotris mauritiana, Eleotris pellegrini, Eleotris senegalensis, Eleotris vittata, Eleotris vomerodentata, Ellochelon vaigiensis, Elops lacerta, Elops senegalensis, Engraulicypris bredoi, Engraulicypris brevianalis, Engraulicypris gariepinus, Engraulicypris moeruensis, Engraulicypris ngalala, Engraulicypris sardella, Engraulicypris spinifer, Enneacampus ansorgii, Enneacampus kaupi, Enteromius ablabes, Enteromius aboinensis, Enteromius afrohamiltoni, Enteromius afrovernayi, Enteromius aliciae, Enteromius aloyi, Enteromius amanpoae, Enteromius amatolicus)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((-23.6874 16.958,-24.4615 17.1985,-24.6665 17.5286,-25.0075 17.6984,-25.6349 17.4955,-25.8608 17.0483,-25.642 16.5416,-24.4834 16.006,-23.7746 16.1142,-23.5201 16.4576,-23.6874 16.958))"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008043-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4jum3y
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Sagittaria platyphylla",
 "Country is Georgia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008042-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mz6x4f
title: Occurrence Download

description: A dataset containing 4096 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Sagittaria platyphylla",
 "Country is Australia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 4096 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008041-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3976f8
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Sagittaria platyphylla",
 "Country is Japan",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008044-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34740/kaggle/dsv/12909365
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.15468/dl.dtwg39
title: Occurrence Download

description: A dataset containing 16607 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Styrax japonicus"
 ]
}

 The dataset includes 16607 records from 272 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008046-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.16918491
title: 3D-CARBON: Data related to the 3D printing of MOFs-integrated PEGDA microlattices for their carbonization

description: This dataset contains experimental results on the fabrication of 3D printed PEGDA scaffolds incorporating metal–organic frameworks (MOFs) and their subsequent carbonization. Specifically, the data cover the in situ growth of MOFs ( for example, ZIF-67, Ni-ZIF, ZIF-8, HKUST-1) within PEGDA lattices, followed by pyrolysis to yield highly graphitized carbon architectures. The work particularly focused on ZIF67 and Ni-ZIF, due to the catalytic effect of cobalt and nickel. TGA and TG-FTIR characterization was performed to optimize the carbonization protocol and understand the graphitization process. Characterization results include Raman spectroscopy, XRD, TEM, and SEM, confirming enhanced graphitization compared to pristine PEGDA-derived pyrolytic carbon. Additional findings document the unexpected yet reproducible conformal growth of carbon nanotubes in Ni-ZIF/PEGDA systems, highlighting their potential for electrochemical and bioengineering applications.

Funded by the European Union through the 3D-CARBON grant (Grant no: 101106022). Views and opinions expressed are however those of the author(s) only and do not necessarily reflect those of the European Union or the European Union executive agency. Neither the European Union can be held responsible for them.
DOI: 10.5281/zenodo.16918492
title: 3D-CARBON: Data related to the 3D printing of MOFs-integrated PEGDA microlattices for their carbonization

description: This dataset contains experimental results on the fabrication of 3D printed PEGDA scaffolds incorporating metal–organic frameworks (MOFs) and their subsequent carbonization. Specifically, the data cover the in situ growth of MOFs ( for example, ZIF-67, Ni-ZIF, ZIF-8, HKUST-1) within PEGDA lattices, followed by pyrolysis to yield highly graphitized carbon architectures. The work particularly focused on ZIF67 and Ni-ZIF, due to the catalytic effect of cobalt and nickel. TGA and TG-FTIR characterization was performed to optimize the carbonization protocol and understand the graphitization process. Characterization results include Raman spectroscopy, XRD, TEM, and SEM, confirming enhanced graphitization compared to pristine PEGDA-derived pyrolytic carbon. Additional findings document the unexpected yet reproducible conformal growth of carbon nanotubes in Ni-ZIF/PEGDA systems, highlighting their potential for electrochemical and bioengineering applications.

Funded by the European Union through the 3D-CARBON grant (Grant no: 101106022). Views and opinions expressed are however those of the author(s) only and do not necessarily reflect those of the European Union or the European Union executive agency. Neither the European Union can be held responsible for them.
DOI: 10.15468/dl.4t6vyh
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Cyphotilapia frontosa, Cyprichromis leptosoma, Cyprichromis microlepidotus, Cyrtocara moorii, Dagetichthys commersonnii, Synaptura commersonnii, Dagetichthys lakdoensis, Dalophis boulengeri, Dalophis cephalopeltis, Danakilia franchettii, Datnia elongata, Mesopristes elongatus, Denticeps clupeoides, Dermatopsoides kasougae, Dicentrarchus punctatus, Dicologlossa cuneata, Dimidiochromis compressiceps, Dimidiochromis dimidiatus, Dimidiochromis kiwinge, Dimidiochromis strigatus, Dinotopterus cunningtoni, Diplotaxodon aeneus, Diplotaxodon altus, Diplotaxodon argenteus, Diplotaxodon ecclesi, Diplotaxodon greenwoodi, Diplotaxodon limnothrissa, Diplotaxodon longimaxilla, Diplotaxodon macrops, Distichodus affinis, Distichodus altus, Distichodus antonii, Distichodus atroventralis, Distichodus brevipinnis, Distichodus decemmaculatus, Distichodus engycephalus, Distichodus fasciolatus, Distichodus hypostomatus, Distichodus kolleri, Distichodus langi, Distichodus lusosso, Distichodus maculatus, Distichodus mbiniensis, Distichodus microps, Distichodus mossambicus, Distichodus nefasch, Distichodus noboli, Distichodus notospilus, Distichodus petersii, Distichodus rostratus, Distichodus rufigiensis, Distichodus schenga, Distichodus sexfasciatus, Divandu albimarginatus, Docimodus evelynae, Docimodus johnstoni, Dolichallabes microphthalmus, Dolichamphilius brieni, Dolichamphilius longiceps, Dormitator lebretonis, Doumea angolensis, Doumea chappuisi, Doumea gracila, Doumea sanaga, Doumea thysi, Doumea typica, Drombus bontii, Gobius bontii, Dundocharax bidentatus, Ebomegobius goodi, Eclectochromis ornatus, Ectodus descampsii, Eleotris acanthopoma, Eleotris daganensis, Eleotris fusca, Eleotris mauritiana, Eleotris pellegrini, Eleotris senegalensis, Eleotris vittata, Eleotris vomerodentata, Ellochelon vaigiensis, Elops lacerta, Elops senegalensis, Engraulicypris bredoi, Engraulicypris brevianalis, Engraulicypris gariepinus, Engraulicypris moeruensis, Engraulicypris ngalala, Engraulicypris sardella, Engraulicypris spinifer, Enneacampus ansorgii, Enneacampus kaupi, Enteromius ablabes, Enteromius aboinensis, Enteromius afrohamiltoni, Enteromius afrovernayi, Enteromius aliciae, Enteromius aloyi, Enteromius amanpoae, Enteromius amatolicus)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((51.6287 10.9151,51.6417 11.0599,46.1382 11.0599,46.1382 2.0599,46.3452 2.0599,48.3339 4.1422,49.3495 5.6782,49.6723 6.54,51.2679 9.1793,51.3777 9.8638,51.776 10.0634,51.9157 10.4446,51.6287 10.9151))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008047-250827131500795/datasets/export for details.
DOI: 10.15468/dl.28jmmc
title: Occurrence Download

description: A dataset containing 20 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Cyphotilapia frontosa, Cyprichromis leptosoma, Cyprichromis microlepidotus, Cyrtocara moorii, Dagetichthys commersonnii, Synaptura commersonnii, Dagetichthys lakdoensis, Dalophis boulengeri, Dalophis cephalopeltis, Danakilia franchettii, Datnia elongata, Mesopristes elongatus, Denticeps clupeoides, Dermatopsoides kasougae, Dicentrarchus punctatus, Dicologlossa cuneata, Dimidiochromis compressiceps, Dimidiochromis dimidiatus, Dimidiochromis kiwinge, Dimidiochromis strigatus, Dinotopterus cunningtoni, Diplotaxodon aeneus, Diplotaxodon altus, Diplotaxodon argenteus, Diplotaxodon ecclesi, Diplotaxodon greenwoodi, Diplotaxodon limnothrissa, Diplotaxodon longimaxilla, Diplotaxodon macrops, Distichodus affinis, Distichodus altus, Distichodus antonii, Distichodus atroventralis, Distichodus brevipinnis, Distichodus decemmaculatus, Distichodus engycephalus, Distichodus fasciolatus, Distichodus hypostomatus, Distichodus kolleri, Distichodus langi, Distichodus lusosso, Distichodus maculatus, Distichodus mbiniensis, Distichodus microps, Distichodus mossambicus, Distichodus nefasch, Distichodus noboli, Distichodus notospilus, Distichodus petersii, Distichodus rostratus, Distichodus rufigiensis, Distichodus schenga, Distichodus sexfasciatus, Divandu albimarginatus, Docimodus evelynae, Docimodus johnstoni, Dolichallabes microphthalmus, Dolichamphilius brieni, Dolichamphilius longiceps, Dormitator lebretonis, Doumea angolensis, Doumea chappuisi, Doumea gracila, Doumea sanaga, Doumea thysi, Doumea typica, Drombus bontii, Gobius bontii, Dundocharax bidentatus, Ebomegobius goodi, Eclectochromis ornatus, Ectodus descampsii, Eleotris acanthopoma, Eleotris daganensis, Eleotris fusca, Eleotris mauritiana, Eleotris pellegrini, Eleotris senegalensis, Eleotris vittata, Eleotris vomerodentata, Ellochelon vaigiensis, Elops lacerta, Elops senegalensis, Engraulicypris bredoi, Engraulicypris brevianalis, Engraulicypris gariepinus, Engraulicypris moeruensis, Engraulicypris ngalala, Engraulicypris sardella, Engraulicypris spinifer, Enneacampus ansorgii, Enneacampus kaupi, Enteromius ablabes, Enteromius aboinensis, Enteromius afrohamiltoni, Enteromius afrovernayi, Enteromius aliciae, Enteromius aloyi, Enteromius amanpoae, Enteromius amatolicus)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((-16.8996 20.2064,-16.9237 20.0599,-16.8618 20.0599,-16.8618 22.7792,-17.2424 22.4474,-17.4477 21.9344,-17.5933 20.7331,-17.3825 20.3945,-16.8996 20.2064))"
 ]
}

 The dataset includes 20 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008048-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25625/fvmbz5/z0wz7u
title: Questionnaire_en_2.pdf

description: English_version
DOI: 10.25625/fvmbz5/shpsal
title: Form_Kobotoolbox-1.tab

description: Dictionary and Kobo toolbox form in English.
DOI: 10.25625/fvmbz5/pgjiym
title: Appendix_Questionnaire_es.pdf

description: Spanish_version
DOI: 10.25625/fvmbz5/fjanjz
title: Form_Kobotoolbox.xlsx

description: Dictionary and Kobo toolbox form in Spanish.
DOI: 10.25625/fvmbz5
title: Baseline Survey

description: Form used for data collection
DOI: 10.6084/m9.figshare.29452190
title: MP-ALOE: An r2SCAN dataset for universal machine learning interatomic potentials

description: MP-ALOE is an r2SCAN dataset for Universal Machine Learning Interatomic Potentials (UMLIPs).The `MP_ALOE_DATA.jsonl.gz` file is the main distribution, containing pymatgen structure objects, associated properties (e.g. energies, forces, stresses, magmoms), and metadata about the structures' origin and a few sanity checks.The `MPALOE.model`, `MatPES.model`, and `MPALOE_MatPES_combined.model` files are all MACE potentials trained on the respective dataset(s).The `off_equilibrium_forces_data.json` contains the information necessary to recreate the off-equilibrium forces benchmark from the MP-ALOE paper.The files labeled `iter_[1,2,3].zip` contain the parsed Emmet TaskDocs, which contain information such as the input parameters used, energy at each electronic step, and a bunch of other more in-depth information about each calculation. It is expected that these files will not be needed for most users.
DOI: 10.6084/m9.figshare.29452190.v2
title: MP-ALOE: An r2SCAN dataset for universal machine learning interatomic potentials

description: MP-ALOE is an r2SCAN dataset for Universal Machine Learning Interatomic Potentials (UMLIPs).The `MP_ALOE_DATA.jsonl.gz` file is the main distribution, containing pymatgen structure objects, associated properties (e.g. energies, forces, stresses, magmoms), and metadata about the structures' origin and a few sanity checks.The `MPALOE.model`, `MatPES.model`, and `MPALOE_MatPES_combined.model` files are all MACE potentials trained on the respective dataset(s).The `off_equilibrium_forces_data.json` contains the information necessary to recreate the off-equilibrium forces benchmark from the MP-ALOE paper.The files labeled `iter_[1,2,3].zip` contain the parsed Emmet TaskDocs, which contain information such as the input parameters used, energy at each electronic step, and a bunch of other more in-depth information about each calculation. It is expected that these files will not be needed for most users.
DOI: 10.6084/m9.figshare.29452190.v1
title: MP-ALOE: An r2SCAN dataset for universal machine learning interatomic potentials

description: MP-ALOE is an r2SCAN dataset for Universal Machine Learning Interatomic Potentials (UMLIPs). The `MP_ALOE_DATA.jsonl.gz` file is the main distribution, containing pymatgen structure objects, associated properties (e.g. energies, forces, stresses, magmoms), and metadata about the structures' origin and a few sanity checks.The `MPALOE.model`, `MatPES.model`, and `MPALOE_MatPES_combined.model` files are all MACE potentials trained on the respective dataset(s).The `off_equilibrium_forces_data.json` contains the information necessary to recreate the off-equilibrium forces benchmark from the MP-ALOE paper.The files labeled `iter_[1,2,3].zip` contain the parsed Emmet TaskDocs, which contain information such as the input parameters used, energy at each electronic step, and a bunch of other more in-depth information about each calculation. It is expected that these files will not be needed for most users.
DOI: 10.15468/dl.ebvzm2
title: Occurrence Download

description: A dataset containing 63 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Sagittaria platyphylla",
 "Country is New Zealand",
 "HasCoordinate is true"
 ]
}

 The dataset includes 63 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008049-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.s7s5r9
title: Occurrence Download

description: A dataset containing 52369 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Gentianopsis ciliata"
 ]
}

 The dataset includes 52369 records from 302 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007952-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15882780
title: Data for: "Pyrolytic Carbon Microlattices from 3D‑Printed Polyethylene Glycol Diacrylate and their In Vitro Assessment for Bone Regeneration" published in Small Structures

description: This dataset contains the experimental data directly supporting the figures and findings presented in the article "Pyrolytic Carbon Microlattices from 3D-Printed Polyethylene Glycol Diacrylate and their In Vitro Assessment for Bone Regeneration", published in Small Structures (DOI: 10.1002/sstr.202500290).

The dataset includes the corresponding source data for each figure in the manuscript, covering structural and morphological characterizations (e.g., SEM and optical microscopy), Raman spectroscopy, mechanical testing, and biological evaluations such as cell viability assays. Both raw and processed data are provided, along with high-resolution figure files and, where applicable, scripts used for analysis and visualization. The materials have been organized to facilitate reproducibility and reuse by the research community.

This open-access dataset complies with Horizon 2020 open science principles and is made available to enhance transparency, enable reanalysis, and support further research in 3D printed carbon materials and bone tissue engineering.

This work was funded by the European Union through the 3D-CARBON grant (Grant no: 101106022). Views and opinions expressed are however those of the author(s) only and do not necessarily reflect those of the European Union or the European Union executive agency. Neither the European Union can be held responsible for them.
DOI: 10.5281/zenodo.15882781
title: Data for: "Pyrolytic Carbon Microlattices from 3D‑Printed Polyethylene Glycol Diacrylate and their In Vitro Assessment for Bone Regeneration" published in Small Structures

description: This dataset contains the experimental data directly supporting the figures and findings presented in the article "Pyrolytic Carbon Microlattices from 3D-Printed Polyethylene Glycol Diacrylate and their In Vitro Assessment for Bone Regeneration", published in Small Structures (DOI: 10.1002/sstr.202500290).

The dataset includes the corresponding source data for each figure in the manuscript, covering structural and morphological characterizations (e.g., SEM and optical microscopy), Raman spectroscopy, mechanical testing, and biological evaluations such as cell viability assays. Both raw and processed data are provided, along with high-resolution figure files and, where applicable, scripts used for analysis and visualization. The materials have been organized to facilitate reproducibility and reuse by the research community.

This open-access dataset complies with Horizon 2020 open science principles and is made available to enhance transparency, enable reanalysis, and support further research in 3D printed carbon materials and bone tissue engineering.

This work was funded by the European Union through the 3D-CARBON grant (Grant no: 101106022). Views and opinions expressed are however those of the author(s) only and do not necessarily reflect those of the European Union or the European Union executive agency. Neither the European Union can be held responsible for them.
DOI: 10.25345/c5hq3sb6f
title: MassIVE MSV000098977 - Li et al., Xylosyltransferase Bump-and-hole Engineering to Chemically Manipulate Proteoglycans in Mammalian Cells: CHO-pgs745 cells with 250 uM compound 1
title: CHO pgs-745 cells transfected with plasmids encoding for WT or bump-and-hole-engineered human XYLT1 or XYLT2 were fed with 6AzGlc-1-phosphate precursor (250 uM) or DMSO and secretome collected. Glycoproteins were clicked with acid-cleavable biotin-alkyne, enriched on neutravidin and on-bead digested with trypsin. Peptides were desalted and run on TIMS-ToF Pro.