cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.4vskxn
title: Occurrence Download

description: A dataset containing 162 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is one of (EOD – eBird Observation Dataset, Observation.org, Nature data from around the World, Anillamiento SEO_Bird ringing, BirdMap Data - GPS tracking of Storks, Cranes and birds of prey, breeding in Northern and Eastern Europe, Aranzadi Ringing Scheme (bird ring-recovery data), iNaturalist Research-grade Observations, Pl@ntNet automatically identified occurrences, naturgucker, Global Marine biodiversity data from Seawatchers Marine Citizen Science Platform 1980-2020, Line transect censuses of breeding birds, Ringing and recovery database of birds (TIPU), Long term data from the Hanko Bird Observatory (Halias data), The Finnish Nature League's Spring monitoring, Point counts of breeding terrestrial birds, Hatikka.fi observations, Winter Bird Census, Lajitietokeskus/FinBIF - Notebook, general observations, Colección de plantas vasculares del Herbario \"Jaime Andrés Rodríguez\". LEB, BV Insectarium Virtual, Pl@ntNet observations)",
 "Geometry POLYGON((-5.32162 42.42575,-4.5911 42.43532,-4.58031 43.01558,-5.35298 43.01152,-5.32162 42.42575))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "IucnRedListCategory is one of (EN, VU, NT, CR, EW, EX)",
 "OccurrenceStatus is Present",
 "Year 2017-2018"
 ]
}

 The dataset includes 162 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0121634-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.e6g2sy
title: Occurrence Download

description: A dataset containing 31 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Eleocharis pedrovianae C.S.Nunes, R.Trevis. & A.Gil"
 ]
}

 The dataset includes 31 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0184282-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3tk3ww
title: Occurrence Download

description: A dataset containing 1002 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Idotea ochotensis Brandt, 1851"
 ]
}

 The dataset includes 1002 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0121636-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.r38kpt
title: Occurrence Download

description: A dataset containing 1345 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Trillium tschonoskii Maxim."
 ]
}

 The dataset includes 1345 records from 97 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0240889-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zen2pe
title: Occurrence Download

description: A dataset containing 14 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Daphnopsis filipedunculata Nevling & Barringer"
 ]
}

 The dataset includes 14 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0184278-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hnzmja
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Idotea ostroumovi Sowinsky, 1895"
 ]
}

 The dataset includes 3 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0121637-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.10723107
title: INSPIRED: Inelastic Neutron Scattering Prediction for Instantaneous Results and Experimental Design

description: INSPIRED is a graphic user interface (GUI) that performs rapid prediction and calculation of phonons and inelastic neutron scattering (INS) spectra. It consists of three modules. The "Predictor" module uses a symmetry-aware neural network (coupled with an autoencoder) [1-3] to perform direct prediction of total/partial phonon density of states and powder 1D/2D INS spectra from a given structure. The "DFT database" module uses pre-calculated force constants from density functional theory (DFT) [4] to perform INS simulations for single crystals and powders (for the crystals available in the database). The "MLFF" module uses pre-trained universal force fields [8-12] to perform structural optimization, phonon calculation, and INS simulations for single crystals and powders for any given crystal. The predicted/calculated results are saved in CSV files and can be visualized with the GUI. INSPIRED is developed to be a convenient tool for INS experimental planning, steering, and quick data analysis.

This repository contains two files as an update to the previous version:

1. A tarball file (dftdb.tar.gz) containing the DFT database (currently with 12734 crystals)

2. A VirtualBox appliance file (inspired_vm.ova) to run INSPIRED as a virtual machine.

The ML model file (model.tar.gz) remains the same and can be obtained from the previous version.

Instructions on how to use these files, as well as the rest part of the software, can be found on the GitHub page.
DOI: 10.5281/zenodo.11478889
title: INSPIRED: Inelastic Neutron Scattering Prediction for Instantaneous Results and Experimental Design

description: INSPIRED is a graphic user interface (GUI) that performs rapid prediction and calculation of phonons and inelastic neutron scattering (INS) spectra. It consists of three modules. The "Predictor" module uses a symmetry-aware neural network (coupled with an autoencoder) [1-3] to perform direct prediction of total/partial phonon density of states and powder 1D/2D INS spectra from a given structure. The "DFT database" module uses pre-calculated force constants from density functional theory (DFT) [4] to perform INS simulations for single crystals and powders (for the crystals available in the database). The "MLFF" module uses pre-trained universal force fields [8-12] to perform structural optimization, phonon calculation, and INS simulations for single crystals and powders for any given crystal. The predicted/calculated results are saved in CSV files and can be visualized with the GUI. INSPIRED is developed to be a convenient tool for INS experimental planning, steering, and quick data analysis.

This repository contains two files as an update to the previous version:

1. A tarball file (dftdb.tar.gz) containing the DFT database (currently with 12734 crystals)

2. A VirtualBox appliance file (inspired_vm.ova) to run INSPIRED as a virtual machine.

The ML model file (model.tar.gz) remains the same and can be obtained from the previous version.

Instructions on how to use these files, as well as the rest part of the software, can be found on the GitHub page.
DOI: 10.15468/dl.vygj98
title: Occurrence Download

description: A dataset containing 63315 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Liquidambar styraciflua L."
 ]
}

 The dataset includes 63315 records from 397 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0240887-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dsucvm
title: Occurrence Download

description: A dataset containing 74 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Diodia virginiana L.",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 74 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0188345-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wne3f9
title: Occurrence Download

description: A dataset containing 96013 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Depth 0.0-206.0m",
 "Geometry POLYGON((-160 -70,-70 -70,-70 0,-160 0,-160 -70))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Bacteria"
 ]
}

 The dataset includes 96013 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0164725-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nzqqrd
title: Occurrence Download

description: A dataset containing 149411 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Basileuterus culicivorus (Deppe, 1830)"
 ]
}

 The dataset includes 149411 records from 199 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0272671-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fh5nng
title: Occurrence Download

description: A dataset containing 1757 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Acer sieboldianum Miq.",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1757 records from 42 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0188347-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mywzvh
title: Occurrence Download

description: A dataset containing 24 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Athyma punctata Leech, 1890"
 ]
}

 The dataset includes 24 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0139812-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.z853jk
title: Occurrence Download

description: A dataset containing 18887346 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Colombia",
 "Geometry POLYGON((-115.40753 -9.55635,-37.59247 -9.55635,-37.59247 21.55635,-115.40753 21.55635,-115.40753 -9.55635))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 18887346 records from 3028 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0164730-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ef4u3m
title: Occurrence Download

description: A dataset containing 436 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Galaxias fuscus Mack, 1936"
 ]
}

 The dataset includes 436 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0358827-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/inscriptifact-ouc112044894
title: Cuneiform Tablet 1913.14.0169, Spurlock 1913.14.0169

description: [Text Description:] Administrative tablet ❧ [Text or Publication Number Note:] Spurlock 1913.14.0169; CDLI P420550 ❧ [Medium:] Clay ❧ [Script Note:] Non-Alphabetic Cuneiform ❧ [Physical Object Description:] Yellowish White (10YR 9/2) Brownish Pink (5YR 8/3) ❧ [Physical Object Note:] 7.5 x 4.5 x 2.3 cm (82g) ❧ [Physical Object Note:] Seal impressions
DOI: 10.15468/dl.estp9t
title: Occurrence Download

description: A dataset containing 1374 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ferminia cerverai Barbour, 1926"
 ]
}

 The dataset includes 1374 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0303025-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ecmnvz
title: Occurrence Download

description: A dataset containing 36 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Eutrema schulzii Al-Shehbaz & S.I.Warwick"
 ]
}

 The dataset includes 36 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0207792-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.67ftmq
title: Occurrence Download

description: A dataset containing 22232 species occurrences available in GBIF matching the query:
{
 "PublishingOrg" : [
 "is 728e3362-3063-4a43-a6cf-71d61b50025b"
 ]
}

 The dataset includes 22232 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0176860-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/inscriptifact-ouc112044971
title: Cuneiform Tablet 1913.14.0169, Spurlock 1913.14.0169

description: [Text Description:] Administrative tablet ❧ [Text or Publication Number Note:] Spurlock 1913.14.0169; CDLI P420550 ❧ [Medium:] Clay ❧ [Script Note:] Non-Alphabetic Cuneiform ❧ [Physical Object Description:] Yellowish White (10YR 9/2) Brownish Pink (5YR 8/3) ❧ [Physical Object Note:] 7.5 x 4.5 x 2.3 cm (82g) ❧ [Physical Object Note:] Seal impressions
DOI: 10.15468/dl.c39r6t
title: Occurrence Download

description: A dataset containing 8324 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Anthyllis vulneraria L.",
 "MediaType is Image",
 "BasisOfRecord is Human Observation"
 ]
}

 The dataset includes 8324 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0407371-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/inscriptifact-ouc112018234
title: Cuneiform Tablet 1913.14.0254, Spurlock 1913.14.0254

description: [Text Description:] Administrative tablet ❧ [Text or Publication Number Note:] Spurlock 1913.14.0254; CDLI P420636 ❧ [Medium:] Clay ❧ [Script Note:] Non-Alphabetic Cuneiform ❧ [Physical Object Description:] Yellowish Gray (10YR 8.5/1) Brownish Pink (5YR 8/3) Dark Gray to Black (N 2.5/ 4.6% R) -discoloration ❧ [Physical Object Note:] 5 x 4.7 x 2.4 cm (71g) ❧ [Physical Object Note:] Seal impressions
DOI: 10.25549/inscriptifact-ouc112044213
title: Cuneiform Tablet 1913.14.0147, Spurlock 1913.14.0147

description: [Text Description:] Administrative tablet ❧ [Text or Publication Number Note:] Spurlock 1913.14.0147; CDLI P420528 ❧ [Medium:] Clay ❧ [Script Note:] Non-Alphabetic Cuneiform ❧ [Physical Object Description:] Pale Orange Yellow (10YR 8/2.5) ❧ [Physical Object Note:] 6.6 x 4.7 x 2.6 cm (93g) ❧ [Physical Object Note:] Seal impressions
DOI: 10.15468/dl.nvr43t
title: Occurrence Download

description: A dataset containing 26082694 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is France",
 "Geometry POLYGON((-11.68945 33.43144,37.00195 33.43144,37.00195 62.43107,-11.68945 62.43107,-11.68945 33.43144))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "Year 2018-2022"
 ]
}

 The dataset includes 26082694 records from 7556 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0207768-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.y3t5mn
title: Occurrence Download

description: A dataset containing 754 species occurrences available in GBIF matching the query:
{
 "or" : [
 "TaxonKey is Guajava myrtoides (O.Berg) Kuntze",
 "TaxonKey is Psidium myrsinoides O.Berg",
 "TaxonKey is Psidium giganteum Mattos",
 "TaxonKey is Guajava myrsinoides (O.Berg) Kuntze",
 "TaxonKey is Eugenia orlandoi (Mattos) Mattos",
 "TaxonKey is Calycorectes orlandoi Mattos",
 "TaxonKey is Psidium myrtoides O.Berg"
 ]
}

 The dataset includes 754 records from 99 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0301700-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9keyeq
title: Occurrence Download

description: A dataset containing 109 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Tecoma fulva subsp. arequipensis (Sprague) J.R.I.Wood"
 ]
}

 The dataset includes 109 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0324210-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gs8fth
title: Occurrence Download

description: A dataset containing 631 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Larus saundersi (Swinhoe, 1871)"
 ]
}

 The dataset includes 631 records from 27 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0074619-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gr3qxs
title: Occurrence Download

description: A dataset containing 2963 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United Kingdom of Great Britain and Northern Ireland",
 "TaxonKey is Dreissena polymorpha (Pallas, 1771)",
 "StateProvince is England",
 "Year 2000-2020"
 ]
}

 The dataset includes 2963 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005566-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pa6p3q
title: Occurrence Download

description: A dataset containing 2567 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Enarmonia formosana (Scopoli, 1763)"
 ]
}

 The dataset includes 2567 records from 81 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0293172-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sqes6h
title: Occurrence Download

description: A dataset containing 430 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Keteleeria evelyniana Mast."
 ]
}

 The dataset includes 430 records from 35 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0238311-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rf2cx2
title: Occurrence Download

description: A dataset containing 5654 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Pteroglossus inscriptus Swainson, 1822",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 5654 records from 29 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006140-190415153152247/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4g2hfc
title: Occurrence Download

description: A dataset containing 22920 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-121.9043 -67.5,-20.39062 -67.5,-20.39062 32.34375,-121.9043 32.34375,-121.9043 -67.5))",
 "HasCoordinate is true",
 "TaxonKey is Aedes aegypti (Linnaeus, 1762)",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 22920 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011831-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.f3agsw
title: Occurrence Download

description: A dataset containing 86 species occurrences available in GBIF matching the query:
{
 "or" : [
 "TaxonKey is Chrysophyllum kuhlmannii (Toledo) Stellfeld",
 "TaxonKey is Pradosia kuhlmannii Toledo"
 ]
}

 The dataset includes 86 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0301695-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qdk3ng
title: Occurrence Download

description: A dataset containing 65216 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "BasisOfRecord is Living Specimen",
 "BasisOfRecord is Specimen",
 "BasisOfRecord is Literature Occurrence",
 "BasisOfRecord is Human Observation",
 "BasisOfRecord is Observation"
 ]
 },
 "HasCoordinate is true",
 "TaxonKey is Hydrocharis L."
 ]
}

 The dataset includes 65216 records from 297 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0258916-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4nxn6y
title: Occurrence Download

description: A dataset listing the 253 species recorded in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-0.14749 51.53472,-0.14717 51.52068,-0.12533 51.52058,-0.1259 51.53442,-0.14749 51.53472))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset's 253 records were derived from 34 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0068313-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9sgac7
title: Occurrence Download

description: A dataset containing 174 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United Kingdom of Great Britain and Northern Ireland",
 "TaxonKey is Osmerus eperlanus (Linnaeus, 1758)",
 "StateProvince is England",
 "Year 2000-2020"
 ]
}

 The dataset includes 174 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005574-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.e4wrzw
title: Occurrence Download

description: A dataset containing 560 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-97.7948 16.32568,-95.35583 16.32568,-95.35583 18.38013,-97.7948 18.38013,-97.7948 16.32568))",
 "HasCoordinate is true",
 "TaxonKey is Mazama temama (Kerr, 1792)"
 ]
}

 The dataset includes 560 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0219287-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.