cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.28195865.v1
title: Z-scores outperform similar methods for analyzing CRISPR paralog synthetic lethality screens

description: Genetic screens offer a promising strategy for identifying tumor-specific therapeutic targets, but single-gene knockout screens often miss functionally redundant paralogs. Multiplex Cas9 and Cas12a CRISPR systems have been deployed to assay genetic interactions, but analysis pipelines vary considerably. Here we evaluate data from four in4mer CRISPR/Cas12a screens in cancer cell lines, using delta log fold change, Z-transformed dLFC, and rescaled dLFC approaches to identify synthetic lethal interactions. Both ZdLFC and RdLFC provide more consistent identification of synthetic lethal pairs across cell lines compared to the unscaled dLFC method, while ZdLFC benefits from not requiring a training set of known interactors.
DOI: 10.6084/m9.figshare.28195865.v2
title: Z-scores outperform similar methods for analyzing CRISPR paralog synthetic lethality screens

description: Genetic screens offer a promising strategy for identifying tumor-specific therapeutic targets, but single-gene knockout screens often miss functionally redundant paralogs. Multiplex Cas9 and Cas12a CRISPR systems have been deployed to assay genetic interactions, but analysis pipelines vary considerably. Here we evaluate data from four in4mer CRISPR/Cas12a screens in cancer cell lines, using delta log fold change, Z-transformed dLFC, and rescaled dLFC approaches to identify synthetic lethal interactions. Both ZdLFC and RdLFC provide more consistent identification of synthetic lethal pairs across cell lines compared to the unscaled dLFC method, while ZdLFC benefits from not requiring a training set of known interactors.
DOI: 10.17026/dans-xau-mban
title: PAN-00092022 - plate on stand ring (red-baked pottery)

description: &lt;p&gt;This find is registered at Portable Antiquities of the Netherlands with number PAN-00092022&lt;/p&gt;
description: Modified: 2022-08-10T17:40:20+02:00
DOI: 10.34894/d7zvwp
title: Veeneik Flevoland/Urk E4. Projectnummer dendrochronologie (Stichting RING): 1997022

description: Dendrochronological research project.
description: The year in which the research stored in https://dataverse.nl/dataverse/stichtingring took place, from 1985 onwards can be found in the report number, with for example ‘P:1997001’ implying that this particular study took place in 1997. 
Interpretations of the most likely wood provenance and estimations of the number of missing sapwood rings, if included in the original research report, are based on the knowledge at the time and may be subject to later refinement.
description: Years: from -3224 to -3081 (this is an approximate time interval; see the research report(s) in this dataset for the exact calendar years).
DOI: 10.3535/vxj-k7j-t37
title: Mythimna (Mythimna) pallens Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/x5e-9cx-2fp
title: Anorthoa munda [Denis & Schiffermüller], 1775

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/k3g-sx8-rht
title: Mythimna (Hyphilare) albipuncta [Denis & Schiffermüller], 1775

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/yyc-c7c-f5h
title: Orthosia (Cororthosia) gracilis [Denis & Schiffermüller], 1775

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.17026/dans-xau-mjgz
title: PAN-00058627 - open plain arm ring with single knobbed terminals

description: &lt;p&gt;This find is registered at Portable Antiquities of the Netherlands with number PAN-00058627&lt;/p&gt;
description: Modified: 2019-10-28T09:42:29+01:00
DOI: 10.34894/vpfmwl
title: Gemert, Ridderplein 17, kasteel Gemert. Projectnummer dendrochronologie (Stichting RING): 1997023

description: Dendrochronological research project.
description: The year in which the research stored in https://dataverse.nl/dataverse/stichtingring took place, from 1985 onwards can be found in the report number, with for example ‘P:1997001’ implying that this particular study took place in 1997. 
Interpretations of the most likely wood provenance and estimations of the number of missing sapwood rings, if included in the original research report, are based on the knowledge at the time and may be subject to later refinement.
description: Years: from 1184 to 1309 (this is an approximate time interval; see the research report(s) in this dataset for the exact calendar years).
DOI: 10.3535/ae6-xj4-kbc
title: Orthosia (Orthosia) incerta Hufnagel, 1766

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/aey-xnk-nr5
title: Conistra (Conistra) vaccinii (Linnaeus, 1761)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.34894/m7vut9
title: Gouda Zeugstraat 66. Projectnummer dendrochronologie (Stichting RING): 1997024

description: Dendrochronological research project.
description: The year in which the research stored in https://dataverse.nl/dataverse/stichtingring took place, from 1985 onwards can be found in the report number, with for example ‘P:1997001’ implying that this particular study took place in 1997. 
Interpretations of the most likely wood provenance and estimations of the number of missing sapwood rings, if included in the original research report, are based on the knowledge at the time and may be subject to later refinement.
DOI: 10.3535/9h4-kdm-510
title: Orthosia (Semiophora) gothica Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/a8d-5p1-640
title: Orthosia (Orthosia) incerta Hufnagel, 1766

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.17026/dans-xau-nf7v
title: Plangebied Tukseweg te Tuk, gemeente Steenwijkerland

description: &lt;p&gt;In opdracht van Royal HaskoningDHV B.V. heeft RAAP in november 2021 een archeologisch vooronderzoek in de vorm van een bureauonderzoek uitgevoerd voor het plangebied Tukseweg te Tukin de gemeente Steenwijkerland.&lt;/p&gt;&lt;p&gt;Op de archeologische verwachtingskaart van de gemeente Steenwijkerland ligt het plangebied deels in een zone met een hoge archeologische verwachting en deels in een ongekarteerde zone (bebouwde kom). Het beleid voor deze beide zones schrijft voor dat er bij bodemingrepen groter dan 250 m2 en dieper dan 50 cm -mv een archeologisch onderzoek dient te worden uitgevoerd.&lt;/p&gt;&lt;p&gt;Het plangebied is gelegen in een oud beekdal. Aangezien zich binnen dit dal ook gordeldekzandwelvingen manifesteren, zouden lokale zandkopjes kunnen voorkomen, die een geschikte vestigingslocatie voor steentijdkampementen vormen. Er zijn echter geen aanwijzingen dat dergelijke kopjes binnen het plangebied aanwezig zijn (ofwel nooit geologisch gevormd ofwel reeds geëgaliseerd bij de inrichting als fabrieksterrein). Daarnaast begon het beekdal reeds te vernatten vanaf het neolithicum, waardoor ook een lage verwachting voor resten vanaf het neolithicum.&lt;/p&gt;&lt;p&gt;Op basis van de resultaten van dit onderzoek blijkt dat in het plangebied geen archeologische resten bedreigd worden. Daarom wordt in het kader van de voorgenomen bodemingrepen geen vervolgstap uit het proces van de Archeologische Monumentenzorg (AMZ) noodzakelijk geacht. Ook voor eventuele toekomstige ingrepen worden op basis van archeologische gronden geen restricties geadviseerd.&lt;/p&gt;
description: Date Submitted: 2022-01-13
DOI: 10.34894/8lsb79
title: Haaksbergen boerderij. Projectnummer dendrochronologie (Stichting RING): 1997025

description: Dendrochronological research project.
description: The year in which the research stored in https://dataverse.nl/dataverse/stichtingring took place, from 1985 onwards can be found in the report number, with for example ‘P:1997001’ implying that this particular study took place in 1997. 
Interpretations of the most likely wood provenance and estimations of the number of missing sapwood rings, if included in the original research report, are based on the knowledge at the time and may be subject to later refinement.
DOI: 10.3535/jty-9s3-ps7
title: Orthosia (Orthosia) incerta Hufnagel, 1766

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/kb4-zwb-kqh
title: Orthosia (Monima) cerasi Fabricius, 1775

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.15468/dl.enhzq6
title: Occurrence Download

description: A dataset containing 548 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Micropterus salmoides (Lacepède, 1802)",
 "Country is Italy",
 "HasCoordinate is true"
 ]
}

 The dataset includes 548 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0088511-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34894/0xtwx3
title: Kasteel Hagerveld; Havezathe. Projectnummer dendrochronologie (Stichting RING): 1997027

description: Dendrochronological research project.
description: The year in which the research stored in https://dataverse.nl/dataverse/stichtingring took place, from 1985 onwards can be found in the report number, with for example ‘P:1997001’ implying that this particular study took place in 1997. 
Interpretations of the most likely wood provenance and estimations of the number of missing sapwood rings, if included in the original research report, are based on the knowledge at the time and may be subject to later refinement.
description: Years: from 1327 to 1391 (this is an approximate time interval; see the research report(s) in this dataset for the exact calendar years).
DOI: 10.3535/n7x-ezf-vm7
title: Hadena (Hadena) confusa (Hufnagel, 1766)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.17026/dans-xau-nwkk
title: Bureauonderzoek en inventariserend veldonderzoek op de locatie van het Recreatieplan Wergea, gemeente Boarnsterhim.

description: &lt;p&gt;Bureauonderzoek en inventariserend veldonderzoek naar aanleiding van de voorgenomen herinrichting van het gebied. In het gebied zullen in de toekomst 26 recreatiewoningen (bungalows en stacaravans) en een botenstalling worden gebouwd. Ook zullen twee insteekhavens worden gegraven die aansluiten op de Staande mastroute.&lt;/p&gt;
description: Date Accepted: 2010-03-05
DOI: 10.34894/py3dui
title: Haren (Groningen), waterputten. Projectnummer dendrochronologie (Stichting RING): 1997028

description: Dendrochronological research project.
description: The year in which the research stored in https://dataverse.nl/dataverse/stichtingring took place, from 1985 onwards can be found in the report number, with for example ‘P:1997001’ implying that this particular study took place in 1997. 
Interpretations of the most likely wood provenance and estimations of the number of missing sapwood rings, if included in the original research report, are based on the knowledge at the time and may be subject to later refinement.
DOI: 10.3535/m0r-85p-4gz
title: Conistra (Conistra) vaccinii (Linnaeus, 1761)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/s6b-32y-j7q
title: Anorthoa munda [Denis & Schiffermüller], 1775

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.34894/2mbgh8
title: Hoorn Grote Noord 3. Projectnummer dendrochronologie (Stichting RING): 1997029

description: Dendrochronological research project.
description: The year in which the research stored in https://dataverse.nl/dataverse/stichtingring took place, from 1985 onwards can be found in the report number, with for example ‘P:1997001’ implying that this particular study took place in 1997. 
Interpretations of the most likely wood provenance and estimations of the number of missing sapwood rings, if included in the original research report, are based on the knowledge at the time and may be subject to later refinement.
DOI: 10.3535/04b-hgl-s6x
title: Senta flammea Curtis, 1828

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/m33-zhg-vy8
title: Hada plebeja Linnaeus, 1761

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/tm9-7jj-bkz
title: Cucullia Schrank, 1802

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.17026/dans-xau-p6dc
title: PAN-00091344 - one-ribbed La Tène bracelet variant H3b

description: &lt;p&gt;This find is registered at Portable Antiquities of the Netherlands with number PAN-00091344&lt;/p&gt;
description: Modified: 2021-10-22T11:21:04+02:00
DOI: 10.34894/4monxv
title: Holwierde N.H. Kerk. Projectnummer dendrochronologie (Stichting RING): 1997030

description: Dendrochronological research project.
description: The year in which the research stored in https://dataverse.nl/dataverse/stichtingring took place, from 1985 onwards can be found in the report number, with for example ‘P:1997001’ implying that this particular study took place in 1997. 
Interpretations of the most likely wood provenance and estimations of the number of missing sapwood rings, if included in the original research report, are based on the knowledge at the time and may be subject to later refinement.
DOI: 10.3535/et6-g0z-nhz
title: Tholera cespitis [Denis & Schiffermüller], 1775

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.34894/hkzfpt
title: Statenpoort Hoorn. Projectnummer dendrochronologie (Stichting RING): 1997031

description: Dendrochronological research project.
description: The year in which the research stored in https://dataverse.nl/dataverse/stichtingring took place, from 1985 onwards can be found in the report number, with for example ‘P:1997001’ implying that this particular study took place in 1997. 
Interpretations of the most likely wood provenance and estimations of the number of missing sapwood rings, if included in the original research report, are based on the knowledge at the time and may be subject to later refinement.
description: Years: from 1445 to 1652 (this is an approximate time interval; see the research report(s) in this dataset for the exact calendar years).
DOI: 10.3535/spx-d3f-v95
title: Lacanobia (Dianobia) suasa [Denis & Schiffermüller], 1775

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/tbk-7y7-nme
title: Mythimna (Mythimna) straminea Treitschke, 1825

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.17026/dans-xau-pteh
title: Bureauonderzoek en Inventariserend Veldonderzoek, verkennende fase Staverhul 25-27 te Uddel, Gemeente Apeldoorn

description: &lt;p&gt;BO+IVO-V. Geen vervolgonderzoek aanbevolen, vanwege een bodemopbouw die bij een lage verwachting hoort.&lt;/p&gt;
DOI: 10.34894/6qfyba
title: Dekemastate Jelsum. Projectnummer dendrochronologie (Stichting RING): 1997032

description: Dendrochronological research project.
description: The year in which the research stored in https://dataverse.nl/dataverse/stichtingring took place, from 1985 onwards can be found in the report number, with for example ‘P:1997001’ implying that this particular study took place in 1997. 
Interpretations of the most likely wood provenance and estimations of the number of missing sapwood rings, if included in the original research report, are based on the knowledge at the time and may be subject to later refinement.
description: Years: from 1383 to 1607 (this is an approximate time interval; see the research report(s) in this dataset for the exact calendar years).
DOI: 10.3535/lej-kyq-rjc
title: Lithophane (Lithophane) semibrunnea Haworth, 1809

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/pqp-tgx-9dq
title: Conistra (Conistra) vaccinii (Linnaeus, 1761)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.34894/olgh5o
title: Kampen Buiten Nieuwstraat 17. Projectnummer dendrochronologie (Stichting RING): 1997033

description: Dendrochronological research project.
description: The year in which the research stored in https://dataverse.nl/dataverse/stichtingring took place, from 1985 onwards can be found in the report number, with for example ‘P:1997001’ implying that this particular study took place in 1997. 
Interpretations of the most likely wood provenance and estimations of the number of missing sapwood rings, if included in the original research report, are based on the knowledge at the time and may be subject to later refinement.
description: Years: from 1362 to 1509 (this is an approximate time interval; see the research report(s) in this dataset for the exact calendar years).
DOI: 10.3535/6dn-snb-e2n
title: Conistra (Conistra) vaccinii (Linnaeus, 1761)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.34894/eclt7h
title: Alblassedam, kussenkast. Projectnummer dendrochronologie (Stichting RING): 1997034

description: Dendrochronological research project.
description: The year in which the research stored in https://dataverse.nl/dataverse/stichtingring took place, from 1985 onwards can be found in the report number, with for example ‘P:1997001’ implying that this particular study took place in 1997. 
Interpretations of the most likely wood provenance and estimations of the number of missing sapwood rings, if included in the original research report, are based on the knowledge at the time and may be subject to later refinement.
description: Years: from 1459 to 1639 (this is an approximate time interval; see the research report(s) in this dataset for the exact calendar years).
DOI: 10.3535/2wq-b6r-gd0
title: Orthosia (Semiophora) gothica Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.17026/dans-xau-rhhn
title: PAN-00052449 - coin/coin-related, Augustus (27v.-14 n.Chr.), voor Tiberius, as

description: &lt;p&gt;This find is registered at Portable Antiquities of the Netherlands with number PAN-00052449&lt;/p&gt;
description: Modified: 2021-11-24T13:03:14+01:00
DOI: 10.34894/f2smyx
title: Kogge, roer. Projectnummer dendrochronologie (Stichting RING): 1997036

description: Dendrochronological research project.
description: The year in which the research stored in https://dataverse.nl/dataverse/stichtingring took place, from 1985 onwards can be found in the report number, with for example ‘P:1997001’ implying that this particular study took place in 1997. 
Interpretations of the most likely wood provenance and estimations of the number of missing sapwood rings, if included in the original research report, are based on the knowledge at the time and may be subject to later refinement.
description: Years: from 1365 to 1525 (this is an approximate time interval; see the research report(s) in this dataset for the exact calendar years).
DOI: 10.3535/a89-j6b-0xd
title: Hadena (Anepia) irregularis Hufnagel, 1766

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/kpx-2kd-y06
title: Conistra (Dasycampa) erythrocephala ([Denis & Schiffermüller], 1775)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.34894/wgrvmx
title: Scheepswrak Dronten G.116/OFL. Projectnummer dendrochronologie (Stichting RING): 1997037

description: Dendrochronological research project.
description: The year in which the research stored in https://dataverse.nl/dataverse/stichtingring took place, from 1985 onwards can be found in the report number, with for example ‘P:1997001’ implying that this particular study took place in 1997. 
Interpretations of the most likely wood provenance and estimations of the number of missing sapwood rings, if included in the original research report, are based on the knowledge at the time and may be subject to later refinement.
description: Years: from 1480 to 1561 (this is an approximate time interval; see the research report(s) in this dataset for the exact calendar years).
DOI: 10.3535/6q1-lnw-x7g
title: Orthosia (Monima) cerasi Fabricius, 1775

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/gbt-h0d-j9g
title: Conistra (Conistra) vaccinii (Linnaeus, 1761)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.17026/dans-xau-s32j
title: PAN-00081855 - Solid cross pendant group A2a

description: &lt;p&gt;This find is registered at Portable Antiquities of the Netherlands with number PAN-00081855&lt;/p&gt;
description: Modified: 2020-11-30T11:31:13+01:00
DOI: 10.34894/il3h4a
title: Scheepswrak Dronten G43/OFL. Projectnummer dendrochronologie (Stichting RING): 1997038

description: Dendrochronological research project.
description: The year in which the research stored in https://dataverse.nl/dataverse/stichtingring took place, from 1985 onwards can be found in the report number, with for example ‘P:1997001’ implying that this particular study took place in 1997. 
Interpretations of the most likely wood provenance and estimations of the number of missing sapwood rings, if included in the original research report, are based on the knowledge at the time and may be subject to later refinement.
description: Years: from 1483 to 1722 (this is an approximate time interval; see the research report(s) in this dataset for the exact calendar years).
DOI: 10.3535/0ce-140-axv
title: Ipimorpha subtusa ([Denis & Schiffermüller], 1775)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/q0k-cb5-838
title: Conistra (Conistra) vaccinii (Linnaeus, 1761)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.15468/dl.xex33k
title: Occurrence Download

description: A dataset containing 169 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Brazil",
 "GadmGid is BRA.24_1",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Mimosa scabrella Benth."
 ]
}

 The dataset includes 169 records from 40 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0088514-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34894/4z4mu1
title: Scheepswrak Biddinghuizen M11/OFL. Projectnummer dendrochronologie (Stichting RING): 1997039

description: Dendrochronological research project.
description: The year in which the research stored in https://dataverse.nl/dataverse/stichtingring took place, from 1985 onwards can be found in the report number, with for example ‘P:1997001’ implying that this particular study took place in 1997. 
Interpretations of the most likely wood provenance and estimations of the number of missing sapwood rings, if included in the original research report, are based on the knowledge at the time and may be subject to later refinement.
description: Years: from 1426 to 1527 (this is an approximate time interval; see the research report(s) in this dataset for the exact calendar years).
DOI: 10.3535/jw2-3ek-9dx
title: Conistra (Dasycampa) erythrocephala ([Denis & Schiffermüller], 1775)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/nav-b9x-9g2
title: Orthosia (Monima) miniosa [Denis & Schiffermüller], 1775

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.