cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.24435/materialscloud:1z-pd
title: Accelerating the discovery of high-performance nonlinear optical materials using active learning and high-throughput screening

description: Due to their abundant use in all-solid-state lasers, nonlinear optical (NLO) crystals are needed for many applications across diverse fields such as medicine and communication. However, because of conflicting requirements, the design of suitable inorganic crystals with strong second-harmonic generation (SHG) has proven to be challenging to both experimentalists and computational scientists. In this work, we leverage a data-driven approach to accelerate the search for high-performance NLO materials. We construct an extensive pool of candidates using databases within the OPTIMADE federation and employ an active learning strategy to gather optimal data while iteratively improving a machine learning model. The result is a publicly accessible dataset of ∼2,200 computed SHG tensors using density-functional perturbation theory. We further assess the performance of machine learning models on SHG prediction and introduce a multi-fidelity correction-learning scheme to refine data accuracy. This study represents a significant step towards data-driven materials discovery in the NLO field and demonstrates how new materials can be screened in an automated fashion.
DOI: 10.24435/materialscloud:wk-qm
title: Accelerating the discovery of high-performance nonlinear optical materials using active learning and high-throughput screening

description: Due to their abundant use in all-solid-state lasers, nonlinear optical (NLO) crystals are needed for many applications across diverse fields such as medicine and communication. However, because of conflicting requirements, the design of suitable inorganic crystals with strong second-harmonic generation (SHG) has proven to be challenging to both experimentalists and computational scientists. In this work, we leverage a data-driven approach to accelerate the search for high-performance NLO materials. We construct an extensive pool of candidates using databases within the OPTIMADE federation and employ an active learning strategy to gather optimal data while iteratively improving a machine learning model. The result is a publicly accessible dataset of ∼2,200 computed SHG tensors using density-functional perturbation theory. We further assess the performance of machine learning models on SHG prediction and introduce a multi-fidelity correction-learning scheme to refine data accuracy. This study represents a significant step towards data-driven materials discovery in the NLO field and demonstrates how new materials can be screened in an automated fashion.
DOI: 10.15468/dl.z3k9w3
title: Occurrence Download

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

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003096-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57934/0b01e410807a5835
title: Maandelijkse consumentenprijzen
DOI: 10.15468/dl.j2avtk
title: Occurrence Download

description: A dataset containing 11022 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Sardina pilchardus"
 ]
}

 The dataset includes 11022 records from 155 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003093-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57934/0b01e410807aa5c8
title: Kenmerken, huur, kosten en weegfactor van een zelfstandige huurwoning in Nederland
DOI: 10.15468/dl.ctuayj
title: Occurrence Download

description: A dataset containing 60082 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Occurrence evidence, Observation)",
 "TaxonKey is one of (Nycticorax nycticorax)",
 "Country is one of (Algeria, Angola, Benin, Botswana, British Indian Ocean Territory, Burkina Faso, Burundi, Cabo Verde, Cameroon, Central African Republic, Chad, Comoros, Congo, Congo, Democratic Republic of the, Côte d’Ivoire, Djibouti, Egypt, Equatorial Guinea, Eritrea, Eswatini, Ethiopia, French Southern Territories, Gabon, Gambia, Ghana, Guinea, Guinea-Bissau, Kenya, Lesotho, Liberia, Libya, Madagascar, Malawi, Mali, Mauritania, Mauritius, Mayotte, Morocco, Mozambique, Namibia, Niger, Nigeria, Réunion, Rwanda, Saint Helena, Ascension and Tristan da Cunha, Sao Tome and Principe, Senegal, Seychelles, Sierra Leone, Somalia, South Africa, South Sudan, Sudan, Tanzania, United Republic of, Togo, Tunisia, Uganda, Western Sahara, Zambia, Zimbabwe)"
 ]
}

 The dataset includes 60082 records from 47 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003040-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57934/0b01e410807abcb6
title: WOZ-waarde van woningen
DOI: 10.15468/dl.yj2nr5
title: Occurrence Download

description: A dataset containing 11 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "GadmGid is CHN.28_1",
 "TaxonKey is Tanacetum pulchrum"
 ]
}

 The dataset includes 11 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003097-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57934/0b01e410807ac07a
title: Declaraties voor verrichtingen in de Geestelijke Gezondheidszorg
DOI: 10.57934/0b01e410807b35ed
title: Add-on geneesmiddelen en Overig Zorgproduct-stollingsfactoren verstrekt in de Medisch Specialistische Zorg
DOI: 10.57934/0b01e410807b682c
title: Gegevens van huishoudkernleden in de Enquête Beroepsbevolking
DOI: 10.57934/0b01e410807b6853
title: Personen in de Enquête Beroepsbevolking met gegevens over zoekgedrag, overwerk, duurwerk en bedrijfsomvang
DOI: 10.15468/dl.pdp236
title: Occurrence Download

description: A dataset containing 74 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is Spain",
 "TaxonKey is Limonium malacitanum"
 ]
}

 The dataset includes 74 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003098-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57934/0b01e410807bdaf1
title: Adreskenmerken van personen die in de gemeentelijke bevolkingsregisters ingeschreven (hebben ge)staan (niet gecoördineerd)
DOI: 10.57934/0b01e410807bdb13
title: Adreskenmerken van personen die in de gemeentelijke bevolkingsregisters ingeschreven (hebben ge)staan
DOI: 10.57934/0b01e410807c22ec
title: Persoons- en andere kenmerken van bij een scheiding betrokken personen.
DOI: 10.15468/dl.rbtn9d
title: Occurrence Download

description: A dataset containing 564 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is South Africa",
 "DatasetKey is one of (iNaturalist Research-grade Observations, Botanical Database of Southern Africa (BODATSA): Botanical Collections, Naturalis Biodiversity Center (NL) - Botany, Pl@ntNet automatically identified occurrences, NU: KwaZulu-Natal Invasive Alien Species (1821-2011), Tree planting occurrences, Pl@ntNet observations)",
 "GadmGid is ZAF.1_1",
 "OccurrenceStatus is Present",
 "TaxonKey is one of (Agave americana, Agave americana foliis-variegatis, Agave americana elegantissima, Agave americana elegantissima, Agave americana americana, Agave americana franzosini, Anredera cordifolia, Anredera cordifolia gracilis, Araujia sericifera, Araujia sericifera hortorum, Araujia sericifera calycina, Araujia sericifera hortorum, Araujia sericifera hortorum)"
 ]
}

 The dataset includes 564 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003099-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yn5r5s
title: Occurrence Download

description: A dataset containing 85396 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hypericum humifusum"
 ]
}

 The dataset includes 85396 records from 1190 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002975-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5066/f7610xkm
title: Aerial Photography Single Frame

description: The Aerial Photography Single Frame Records collection is a large and diverse group of imagery acquired by Federal organizations from 1937 to the present. Over 6.5 million frames of photographic images are available for download as medium and high resolution digital products. The high resolution data provide access to photogrammetric quality scans of aerial photographs with sufficient resolution to reveal landscape detail and to facilitate the interpretability of landscape features. Coverage is predominantly over the United States and includes portions of Central America and Puerto Rico. Individual photographs vary in scale, size, film type, quality, and coverage.
DOI: 10.15468/dl.crb7ml
title: Occurrence Download

description: A dataset containing 453664 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Year 1811-2019",
 "HasCoordinate is true",
 "TaxonKey is Phragmites australis (Cav.) Trin. ex Steud.",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 453664 records from 709 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007768-190813142620410/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.c56ra4
title: Occurrence Download

description: A dataset containing 1519 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON((-3.72424 40.26485,-3.66965 40.26511,-3.66948 40.3197,-3.72424 40.3197,-3.72424 40.26485))"
 ]
}

 The dataset includes 1519 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007759-210819072339941/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.do0cgm
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "HasCoordinate is true",
 "TaxonKey is Aspidosperma chiapense Matuda",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 5 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020657-190621201848488/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vjg2pq
title: Occurrence Download

description: A dataset containing 78 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Dalea cahaba J.R.Allison"
 ]
}

 The dataset includes 78 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0152465-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5avqdf
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Ephestia cautella (Walker, 1863)"
 ]
}

 The dataset includes 4 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0228248-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7oylgb
title: Occurrence Download

description: A dataset containing 111 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Peru",
 "Geometry POLYGON((-103.67133 -23.17767,-15.32867 -23.17767,-15.32867 12.17767,-103.67133 12.17767,-103.67133 -23.17767))",
 "HasCoordinate is true",
 "TaxonKey is Cestrum auriculatum L'Hér.",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 111 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010153-190813142620410/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hzsdy4
title: Occurrence Download

description: A dataset containing 155854 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Sinapis arvensis L."
 ]
}

 The dataset includes 155854 records from 678 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0269711-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.npfcsb
title: Occurrence Download

description: A dataset containing 25948 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Thamnophilus caerulescens Vieillot, 1816"
 ]
}

 The dataset includes 25948 records from 56 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007770-190813142620410/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zenrmw
title: Occurrence Download

description: A dataset containing 829 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Spring Phytoplankton Assemblages in the Southern Ocean Between Australia and Antarctica (CLIVAR-SR3)"
 ]
}

 The dataset includes 829 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0271293-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hmtpey
title: Occurrence Download

description: A dataset containing 1466 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Tremarctos ornatus (F.G.Cuvier, 1825)"
 ]
}

 The dataset includes 1466 records from 62 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010182-190813142620410/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wrphqq
title: Occurrence Download

description: A dataset containing 33 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Myrioneuron nutans R.Br. ex Kurz"
 ]
}

 The dataset includes 33 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0228249-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dhf7ha
title: Occurrence Download

description: A dataset containing 5017 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Apterygiformes"
 ]
}

 The dataset includes 5017 records from 98 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0218844-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15145919
title: TABLE 1 in Introducing Nigrograna italica sp. nov. (Nigrogranaceae) from Corylus avellana and Valsaria tectonae sp. nov. (Valsariaceae) from Tectona grandis

description: TABLE 1. PCR amplification conditions for each locus used in this study.
LocusPrimers (forward/ reverse)Initial DenaturationDenaturationAnnealingExtensionReferencesSSUNS1/NS494 °C 3 mins94 °C 30s54 °C 50s72 °C 1.30 minsWhite et al. (1990)LSULR0R/LR595 °C 5 mins95 °C 45s53 °C 45s72 °C 2 minsVilgalys & Hester (1990)ITSITS5/ITS495 °C 5 mins95 °C 45s53 °C 45s72 °C 2 minsWhite et al. (1990)rpb2fRPB2-5f /fRPB2-7cR95 °C 5 mins95 °C 1 min54 °C 2 mins72 °C 1.30 minsLiu et al. (1999) Sung et al. (2007)tef1728F/2218R94 °C 5 mins94 °C 30s58 °C 1.30 mins72 °C 1.20 minsCarbone & Kohn (1999) Jaklitsch & Voglmayr (2016)
description: Published as part of Bundhun, Digvijayini, Jayawardena, Ruvishika S. & Camporesi, Erio, 2023, Introducing Nigrograna italica sp. nov. (Nigrogranaceae) from Corylus avellana and Valsaria tectonae sp. nov. (Valsariaceae) from Tectona grandis, pp. 105 in Phytotaxa 618 (2) on page 105, DOI: 10.11646/phytotaxa.618.2.1, http://zenodo.org/record/8406609
DOI: 10.5281/zenodo.15145920
title: TABLE 1 in Introducing Nigrograna italica sp. nov. (Nigrogranaceae) from Corylus avellana and Valsaria tectonae sp. nov. (Valsariaceae) from Tectona grandis

description: TABLE 1. PCR amplification conditions for each locus used in this study.
LocusPrimers (forward/ reverse)Initial DenaturationDenaturationAnnealingExtensionReferencesSSUNS1/NS494 °C 3 mins94 °C 30s54 °C 50s72 °C 1.30 minsWhite et al. (1990)LSULR0R/LR595 °C 5 mins95 °C 45s53 °C 45s72 °C 2 minsVilgalys & Hester (1990)ITSITS5/ITS495 °C 5 mins95 °C 45s53 °C 45s72 °C 2 minsWhite et al. (1990)rpb2fRPB2-5f /fRPB2-7cR95 °C 5 mins95 °C 1 min54 °C 2 mins72 °C 1.30 minsLiu et al. (1999) Sung et al. (2007)tef1728F/2218R94 °C 5 mins94 °C 30s58 °C 1.30 mins72 °C 1.20 minsCarbone & Kohn (1999) Jaklitsch & Voglmayr (2016)
description: Published as part of Bundhun, Digvijayini, Jayawardena, Ruvishika S. & Camporesi, Erio, 2023, Introducing Nigrograna italica sp. nov. (Nigrogranaceae) from Corylus avellana and Valsaria tectonae sp. nov. (Valsariaceae) from Tectona grandis, pp. 105 in Phytotaxa 618 (2) on page 105, DOI: 10.11646/phytotaxa.618.2.1, http://zenodo.org/record/8406609
DOI: 10.5281/zenodo.15145921
title: TABLE 2 in Introducing Nigrograna italica sp. nov. (Nigrogranaceae) from Corylus avellana and Valsaria tectonae sp. nov. (Valsariaceae) from Tectona grandis

description: TABLE 2. Strains and their corresponding GenBank accession numbers used for the phylogenetic analyses in this study. Type strains are in bold. Sequences generated in this study are shown in bold blue.
SpeciesStrainSSULSUITSrpb2tef1Bambusaria bambusaeMFLUCC 12-0851-KP687812KP687812KP687890KP687982Bambusaria bambusaeCBS 139763KP687962KP687813KP687813KP687891KP687983Myrmaecium fulvopruinatumCBS 139057KP687967KP687858KP687858KP687933KP688027Myrmaecium fulvopruinatumCBS 139058KP687968KP687861KP687861KP687936KP688030Myrmaecium rubricosumCBS 139067KP687977KP687881KP687881KP687955KP688049Myrmaecium rubricosumCBS 139068KP687979KP687885KP687885KP687958KP688053Myrmaecium rubrumCBS 109505GU456303GU456324-GU456344GU456260Nigrograna antibioticaCCF 4378KF925328KF925327JX570932LN626661JX570934Nigrograna antibioticaCCF 4998--LT221894--Nigrograna aquaticaMFLUCC 17-2318-MN913705MT627705--Nigrograna asexualisZHKUCC 22-0214OP450979OP450971OP450965OP432241OP432245Nigrograna asexualisZHKUCC 22-0215OP450980OP450972OP450966OP432242OP432246
......continued on the next page
description: Published as part of Bundhun, Digvijayini, Jayawardena, Ruvishika S. & Camporesi, Erio, 2023, Introducing Nigrograna italica sp. nov. (Nigrogranaceae) from Corylus avellana and Valsaria tectonae sp. nov. (Valsariaceae) from Tectona grandis, pp. 105 in Phytotaxa 618 (2) on page 105, DOI: 10.11646/phytotaxa.618.2.1, http://zenodo.org/record/8406609
DOI: 10.5281/zenodo.15145922
title: TABLE 2 in Introducing Nigrograna italica sp. nov. (Nigrogranaceae) from Corylus avellana and Valsaria tectonae sp. nov. (Valsariaceae) from Tectona grandis

description: TABLE 2. Strains and their corresponding GenBank accession numbers used for the phylogenetic analyses in this study. Type strains are in bold. Sequences generated in this study are shown in bold blue.
SpeciesStrainSSULSUITSrpb2tef1Bambusaria bambusaeMFLUCC 12-0851-KP687812KP687812KP687890KP687982Bambusaria bambusaeCBS 139763KP687962KP687813KP687813KP687891KP687983Myrmaecium fulvopruinatumCBS 139057KP687967KP687858KP687858KP687933KP688027Myrmaecium fulvopruinatumCBS 139058KP687968KP687861KP687861KP687936KP688030Myrmaecium rubricosumCBS 139067KP687977KP687881KP687881KP687955KP688049Myrmaecium rubricosumCBS 139068KP687979KP687885KP687885KP687958KP688053Myrmaecium rubrumCBS 109505GU456303GU456324-GU456344GU456260Nigrograna antibioticaCCF 4378KF925328KF925327JX570932LN626661JX570934Nigrograna antibioticaCCF 4998--LT221894--Nigrograna aquaticaMFLUCC 17-2318-MN913705MT627705--Nigrograna asexualisZHKUCC 22-0214OP450979OP450971OP450965OP432241OP432245Nigrograna asexualisZHKUCC 22-0215OP450980OP450972OP450966OP432242OP432246
......continued on the next page
description: Published as part of Bundhun, Digvijayini, Jayawardena, Ruvishika S. & Camporesi, Erio, 2023, Introducing Nigrograna italica sp. nov. (Nigrogranaceae) from Corylus avellana and Valsaria tectonae sp. nov. (Valsariaceae) from Tectona grandis, pp. 105 in Phytotaxa 618 (2) on page 105, DOI: 10.11646/phytotaxa.618.2.1, http://zenodo.org/record/8406609
DOI: 10.5281/zenodo.15145951
title: Table 2 in Paraharmotrema karinganiense n. gen., n. sp. (Digenea: Liolopidae) infecting the intestine of serrated hinged terrapin (Pelusios sinuatus), east African black mud turtle (Pelusios subniger), and South African helmeted turtle (Pelomedusa galeata) and a phylogenetic hypothesis for liolopid genera

description: Table 2 Key to accepted genera of Liolopidae.
1a.Testes in anterior half of bodyHelicotrema Odhner, 19121b.Testes in posterior half of body22a.Cirrus sac abutting ventral suckerLiolope Cohn, 19022b.Cirrus sac not abutting ventral sucker33a.Testes near, in posterior 1/3 of bodyDracovermis Brooks andOverstreet, 19783b.Testes far apart, not limited to posterior41/3 of body4a.Testes smooth, not deeply lobedHarmotrema Nicoll, 19144b.Testes deeply lobedParaharmotrema Dutton & Bullardn. gen.
description: Published as part of Dutton, Haley R., DuPreez, Louis H., Urabe, Misako & Bullard, Stephen A., 2022, Paraharmotrema karinganiense n. gen., n. sp. (Digenea: Liolopidae) infecting the intestine of serrated hinged terrapin (Pelusios sinuatus), east African black mud turtle (Pelusios subniger), and South African helmeted turtle (Pelomedusa galeata) and a phylogenetic hypothesis for liolopid genera, pp. 45 in International Journal for Parasitology: Parasites and Wildlife 17 on page 45, DOI: 10.1016/j.ijppaw.2021.09.006, http://zenodo.org/record/10668222