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

description: A dataset containing 557 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Greece",
 "TaxonKey is Hymenocarpos circinnatus (L.) Savi"
 ]
}

 The dataset includes 557 records from 33 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0294592-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mz7x4y
title: Occurrence Download

description: A dataset listing the 210 species recorded in GBIF matching the query:
{
 "and" : [
 "Country is Peru",
 "TaxonKey is Elasmobranchii"
 ]
}

 The dataset's 210 records were derived from 45 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0135695-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.77qr8z
title: Occurrence Download

description: A dataset containing 179704 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Rodentia",
 "Country is Spain"
 ]
}

 The dataset includes 179704 records from 103 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021239-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hvm2fc
title: Occurrence Download

description: A dataset containing 10697 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON Z((-117.52964 47.80385 0,-117.52959 47.80169 0,-117.52858 47.80164 0,-117.52738 47.80179 0,-117.52517 47.80148 0,-117.52293 47.80068 0,-117.52248 47.8001 0,-117.5215 47.79912 0,-117.52082 47.79777 0,-117.52042 47.79661 0,-117.51984 47.79505 0,-117.51952 47.7942 0,-117.5187 47.79421 0,-117.5182 47.787 0,-117.52162 47.7868 0,-117.52422 47.78668 0,-117.52701 47.78679 0,-117.52806 47.78573 0,-117.52878 47.78451 0,-117.52944 47.78355 0,-117.53016 47.7832 0,-117.53112 47.78268 0,-117.53229 47.78203 0,-117.53336 47.78148 0,-117.53454 47.78073 0,-117.5356 47.78047 0,-117.53687 47.78029 0,-117.53849 47.78028 0,-117.5395 47.78031 0,-117.5395 47.77803 0,-117.537 47.77818 0,-117.53351 47.77729 0,-117.53086 47.77653 0,-117.52817 47.77585 0,-117.52666 47.77535 0,-117.52541 47.77533 0,-117.52262 47.77526 0,-117.52158 47.77469 0,-117.5185 47.77457 0,-117.51823 47.77619 0,-117.50261 47.77657 0,-117.50241 47.7781 0,-117.49916 47.77902 0,-117.49608 47.78073 0,-117.49541 47.78019 0,-117.49464 47.77984 0,-117.49425 47.77848 0,-117.4905 47.77756 0,-117.48808 47.77677 0,-117.48683 47.77627 0,-117.4859 47.77485 0,-117.4855 47.77266 0,-117.48527 47.77024 0,-117.48517 47.76857 0,-117.47485 47.76853 0,-117.47467 47.7589 0,-117.454 47.75878 0,-117.45379 47.76428 0,-117.45398 47.76553 0,-117.45499 47.76446 0,-117.45564 47.76405 0,-117.45679 47.7641 0,-117.45939 47.76461 0,-117.46203 47.76509 0,-117.46378 47.76517 0,-117.46418 47.76924 0,-117.46549 47.76914 0,-117.46535 47.76212 0,-117.47358 47.76193 0,-117.47387 47.77295 0,-117.47503 47.77312 0,-117.47534 47.78035 0,-117.48562 47.78049 0,-117.48604 47.78698 0,-117.49572 47.78747 0,-117.496 47.78922 0,-117.49648 47.79371 0,-117.49661 47.79482 0,-117.49665 47.796 0,-117.49684 47.79668 0,-117.49686 47.79727 0,-117.497 47.7976 0,-117.49702 47.79857 0,-117.4974 47.8011 0,-117.49749 47.80208 0,-117.49768 47.80294 0,-117.49785 47.80472 0,-117.49917 47.80482 0,-117.50027 47.80504 0,-117.50148 47.80512 0,-117.50241 47.80527 0,-117.50323 47.80493 0,-117.5054 47.80413 0,-117.5097 47.80444 0,-117.51143 47.80478 0,-117.51223 47.80489 0,-117.51325 47.80498 0,-117.51542 47.80423 0,-117.51718 47.80398 0,-117.52086 47.80417 0,-117.52374 47.80445 0,-117.52628 47.80393 0,-117.52814 47.80416 0,-117.52964 47.80385 0))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 10697 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0162107-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5vdv3a
title: Occurrence Download

description: A dataset containing 801 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Specimen, Observation, Human Observation, Occurrence evidence)",
 "Country is United States of America",
 "OccurrenceStatus is Present",
 "StateProvince is New Mexico",
 "TaxonKey is Lycopodiopsida"
 ]
}

 The dataset includes 801 records from 47 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0294557-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.narejn
title: Occurrence Download

description: A dataset containing 57 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Heteropsammia eupsammides (Gray, 1849)"
 ]
}

 The dataset includes 57 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0135732-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.naqnrs
title: Occurrence Download

description: A dataset containing 789 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Country is United Kingdom of Great Britain and Northern Ireland",
 "TaxonKey is Apis mellifera Linnaeus, 1758",
 "Year 1970-2000"
 ]
}

 The dataset includes 789 records from 48 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0294561-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pc8jbn
title: Occurrence Download

description: A dataset containing 651 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Craugastor berkenbuschii (Peters, 1870)"
 ]
}

 The dataset includes 651 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0135700-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4eavxp
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Liparis oppositifolia Szlach."
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011279-230530130749713/datasets/export for details.
DOI: 10.15468/dl.t545dg
title: Occurrence Download

description: A dataset containing 64 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Sphaerodactylus continentalis Werner, 1896",
 "Year 1980-2022"
 ]
}

 The dataset includes 64 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0135689-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.q46wch
title: Occurrence Download

description: A dataset containing 135 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Bunodosoma californica Carlgren, 1951"
 ]
}

 The dataset includes 135 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0294566-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jmv2pn
title: Occurrence Download

description: A dataset containing 25710096 species occurrences available in GBIF matching the query:
{
 "Country" : [
 "is Brazil"
 ]
}

 The dataset includes 25710096 records from 4816 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011240-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.y4zr2a
title: Occurrence Download

description: A dataset containing 195702 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Hippocrepis comosa",
 "OccurrenceStatus is Present",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "Year is less than or equal to 2024"
 ]
}

 The dataset includes 195702 records from 1137 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006148-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34810/data1223
title: Replication Data for: Prediction of Electronic Density of States in Guanine-TiO2 Adsorption Model based on Machine Learning

description: This dataset houses the code and data related to the paper titled "Prediction of Electronic Density of States in Guanine-TiO2 Adsorption Model based on Machine Learning.”

“DEFECTED_MODEL_ML” and “STOICHIOMETRIC_MODEL_ML” folders include 10 instances of neural network generations per model, which are numbered in the same order given in supplementary material Table S1. The “DEFECTED_MODEL_MD” and “STOICHIOMETRIC_MODEL_MD” folders provide crucial files used in our study per each time step (15050 steps) of molecular dynamics simulations. 
 
“GEOMETRIC_COORDINATES_IN_FIGURE_2” and “GEOMETRIC_COORDINATES_IN_FIGURE_3” folders provides the crucial files for each represented inset of Figure 2 and Figure 3 in the main text. Thus, one can reproduce our analysis.

“MatLab_Scripts” folder provides the scripts that we used for our study. “MATLAB_ML_CVPAR_25PerCent_15Neur_2Layers” is the script for processing database. “Predict_DOS_from_GEO_URV” enables predicting DOS from Geometry. Steps are described in the code.

## Usage
In example one can pick a provided figure inset folder, then can add a desired neural network and the “Predict_DOS_from_GEO_URV” script into the same folder location. Thus the predictions in the study can be reproduced. Furthermore the script enables the applications with different geometry models introduced by user.
description: MatLab, 2023b
description: DFTB+, 20.2.1
DOI: 10.15468/dl.w689fv
title: Occurrence Download

description: A dataset containing 341485 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Aegypius monachus"
 ]
}

 The dataset includes 341485 records from 354 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006176-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17605/osf.io/kezhn
title: Reproducibility data of meta-analysis in pediatrics

description: We have shared the data of the replication process of the meta-analysis in pediatrics, for relevant researchers to review and refer to.
DOI: 10.15468/dl.zhvvfd
title: Occurrence Download

description: A dataset containing 1518 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Aaronsohnia factorovskyi"
 ]
}

 The dataset includes 1518 records from 34 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006227-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34810/data1234
title: New descriptors in toxicology prediction of nanomaterials: Using quasi-ab initio MD simulations for the estimation of aqueous ZnO and TiO2 surface structure parameters

description: This dataset houses a research poster, its poster abstract, and its award certificate. The set of documents was first presented at The Virtual 10th International Conference on Nanotoxicology (NanoTox2021) poster presentation, 20th - 22nd April 2021.


Poster Title: "New descriptors in toxicology prediction of nanomaterials: Using quasi-ab initio MD simulations for the estimation of aqueous ZnO and TiO2 surface structure parameters.”


 Our research focuses on understanding the toxicity of nanomaterials, highlighting the need for in-silico methods due to their diverse structures and compositions. We investigate the interactions and surface parameters of ZnO and TiO2 nanoparticles with water using Molecular Dynamics simulations at Density Functional – Tight Binding level methods. By incorporating new structural parameters, we aim to contribute toxicology prediction models and improve safety assessments of nanomaterials.


The poster selected and awarded with attendees’ bursary, which is given to 49 attendees over 384 registered attendees, and one of the "Best Student Poster - Highly Commended" prize among 117 poster presentations.
description: MatLab, 2023b
description: DFTB+, 20.2.1
DOI: 10.15468/dl.ug9grm
title: Occurrence Download

description: A dataset containing 9205 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-41.43884 -11.3837,-40.57362 -11.3837,-40.57362 -10.88861,-41.43884 -10.88861,-41.43884 -11.3837))",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "TaxonKey is Plantae"
 ]
}

 The dataset includes 9205 records from 132 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006229-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hfqyfa
title: Occurrence Download

description: A dataset containing 65 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pimelodus coprophagus Schultz, 1944"
 ]
}

 The dataset includes 65 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0325418-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hhghpc
title: Occurrence Download

description: A dataset containing 85682 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Cuba",
 "DatasetKey is one of (EOD – eBird Observation Dataset, iNaturalist Research-grade Observations, naturgucker, Macaulay Library Audio and Video Collection)",
 "GadmGid is CUB",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "InstitutionCode is one of (clo, naturgucker, inaturalist)",
 "Issue is one of (Coordinate rounded, Geodetic datum assumed WGS84, Continent derived from coordinates, The taxon ID was not used in backbone matching, Occurrence status inferred from individual count)",
 "IucnRedListCategory is LC",
 "Month is one of (February, March, April, May, June, July, August, September, October, November, December, January)",
 "TaxonKey is one of (Charadriiformes, Anseriformes)",
 "Year 2013-2023"
 ]
}

 The dataset includes 85682 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004563-230918134249559/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pg2zky
title: Occurrence Download

description: A dataset containing 3290 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Aquilegia coerulea James"
 ]
}

 The dataset includes 3290 records from 73 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0165729-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ymmf2v
title: Occurrence Download

description: A dataset containing 29 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Triplophysa kashmirensis (Hora, 1922)"
 ]
}

 The dataset includes 29 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0325422-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8hvq34
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is North America",
 "Country is Guatemala",
 "TaxonKey is Pterygoplichthys Gill, 1858"
 ]
}

 The dataset includes 6 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016230-230828120925497/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.czzsy9
title: Occurrence Download

description: A dataset containing 345 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Wallago attu (Bloch & Schneider, 1801)"
 ]
}

 The dataset includes 345 records from 39 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0325421-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kftrsq
title: Occurrence Download

description: A dataset containing 809 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Africa",
 "OccurrenceStatus is Present",
 "TaxonKey is Loxodonta cyclotis (Matschie, 1900)"
 ]
}

 The dataset includes 809 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0426680-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.g78my6
title: Occurrence Download

description: A dataset containing 406 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Solanum erianthum D.Don"
 ]
}

 The dataset includes 406 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018533-230828120925497/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qpntme
title: Occurrence Download

description: A dataset containing 13021 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Thalictrum thalictroides (L.) A.J.Eames & B.Boivin"
 ]
}

 The dataset includes 13021 records from 132 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0165730-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.s8f424
title: Occurrence Download

description: A dataset containing 70 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Benitochromis finleyi (Trewavas, 1974)"
 ]
}

 The dataset includes 70 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0325412-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7xfvh9
title: Occurrence Download

description: A dataset containing 3706 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ledum groenlandicum Oeder"
 ]
}

 The dataset includes 3706 records from 143 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000632-230918134249559/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mvbtwp
title: Occurrence Download

description: A dataset containing 1854 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Aechmea bracteata (Sw.) Griseb."
 ]
}

 The dataset includes 1854 records from 94 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0397875-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wcmn4r
title: Occurrence Download

description: A dataset containing 994 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Squaliobarbus curriculus (Richardson, 1846)"
 ]
}

 The dataset includes 994 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0325414-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8dz6tm
title: Occurrence Download

description: A dataset listing the 3 species recorded in GBIF matching the query:
{
 "TaxonKey" : [
 "is Enterobacter cancerogenus (Urosevic, 1966) Dickey & Zumoff, 1988"
 ]
}

 The dataset's 3 records were derived from 28 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0203994-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.khktj2
title: Occurrence Download

description: A dataset containing 3973 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Gyrodactylus von Nordmann, 1832"
 ]
}

 The dataset includes 3973 records from 45 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010856-230918134249559/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3kf337
title: Occurrence Download

description: A dataset containing 8410 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "DatasetKey is iNaturalist Research-grade Observations",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Cyanocitta cristata (Linnaeus, 1758)",
 "Year 2011-2018"
 ]
}

 The dataset includes 8410 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0176389-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zpbb2k
title: Occurrence Download

description: A dataset containing 532587 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (Ireland, United Kingdom of Great Britain and Northern Ireland, Portugal, Spain, France, Germany, Belgium, Netherlands, Italy, Greece, Switzerland, Austria, Türkiye, Russian Federation, Belarus, Ukraine, Norway, Sweden, Finland, Estonia, Latvia, Lithuania, Romania, Bulgaria, North Macedonia, Albania, Slovenia, Croatia, Bosnia and Herzegovina, Hungary, Slovakia, Czechia, Poland)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Lythrum salicaria L."
 ]
}

 The dataset includes 532587 records from 2254 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0203979-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.