cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.13130/rd_unimi/cea2oy/ltgvee
title: Agosto_1888_Pagina_096.jpg

description: Bulletin of 1888/08/24
DOI: 10.13130/rd_unimi/zaucgl/n21zlp
title: Settembre_1921_Pagina_132.jpg

description: Bulletin of 1921/09/22
DOI: 10.13130/rd_unimi/cea2oy/xeq4gc
title: Agosto_1888_Pagina_097.jpg

description: Bulletin of 1888/08/25
DOI: 10.13130/rd_unimi/emauol/w9ozd8
title: Agosto_1887_Pagina_109.jpg

description: Bulletin of 1887/08/28
DOI: 10.13130/rd_unimi/zaucgl/lcnio7
title: Settembre_1921_Pagina_133.jpg

description: Bulletin of 1921/09/23
DOI: 10.13130/rd_unimi/6coxbd/jsqdnb
title: Aprile_1886_Pagina_002.jpg

description: Bulletin of 1886/04/01
DOI: 10.13130/rd_unimi/emauol/9tjmj5
title: Agosto_1887_Pagina_110.jpg

description: Bulletin of 1887/08/28
DOI: 10.13130/rd_unimi/6coxbd/8zk9cv
title: Aprile_1886_Pagina_003.jpg

description: Bulletin of 1886/04/01
DOI: 10.13130/rd_unimi/cea2oy/ata7su
title: Agosto_1888_Pagina_098.jpg

description: Bulletin of 1888/08/25
DOI: 10.13130/rd_unimi/emauol/htevry
title: Agosto_1887_Pagina_111.jpg

description: Bulletin of 1887/08/28
DOI: 10.13130/rd_unimi/zaucgl/4nbxdx
title: Settembre_1921_Pagina_134.jpg

description: Bulletin of 1921/09/23
DOI: 10.13130/rd_unimi/6coxbd/iovq0u
title: Aprile_1886_Pagina_004.jpg

description: Bulletin of 1886/04/01
DOI: 10.13130/rd_unimi/cea2oy/ukisvf
title: Agosto_1888_Pagina_099.jpg

description: Bulletin of 1888/08/25
DOI: 10.13130/rd_unimi/emauol/ezorqs
title: Agosto_1887_Pagina_112.jpg

description: Bulletin of 1887/08/28
DOI: 10.13130/rd_unimi/cea2oy/mussbb
title: Agosto_1888_Pagina_100.jpg

description: Bulletin of 1888/08/25
DOI: 10.13130/rd_unimi/zaucgl/if988x
title: Settembre_1921_Pagina_135.jpg

description: Bulletin of 1921/09/23
DOI: 10.13130/rd_unimi/6coxbd/ceylxo
title: Aprile_1886_Pagina_005.jpg

description: Bulletin of 1886/04/02
DOI: 10.13130/rd_unimi/emauol/hjk58f
title: Agosto_1887_Pagina_113.jpg

description: Bulletin of 1887/08/29
DOI: 10.13130/rd_unimi/6coxbd/jtvjdh
title: Aprile_1886_Pagina_006.jpg

description: Bulletin of 1886/04/02
DOI: 10.13130/rd_unimi/cea2oy/6yuaif
title: Agosto_1888_Pagina_101.jpg

description: Bulletin of 1888/08/26
DOI: 10.13130/rd_unimi/emauol/srrtka
title: Agosto_1887_Pagina_114.jpg

description: Bulletin of 1887/08/29
DOI: 10.13130/rd_unimi/zaucgl/niep0j
title: Settembre_1921_Pagina_136.jpg

description: Bulletin of 1921/09/23
DOI: 10.13130/rd_unimi/cea2oy/kufryp
title: Agosto_1888_Pagina_102.jpg

description: Bulletin of 1888/08/26
DOI: 10.13130/rd_unimi/emauol/nvz65c
title: Agosto_1887_Pagina_115.jpg

description: Bulletin of 1887/08/29
DOI: 10.13130/rd_unimi/zaucgl/pufeyv
title: Settembre_1921_Pagina_137.jpg

description: Bulletin of 1921/09/23
DOI: 10.13130/rd_unimi/6coxbd/vnsylq
title: Aprile_1886_Pagina_007.jpg

description: Bulletin of 1886/04/02
DOI: 10.13130/rd_unimi/cea2oy/rpkyeh
title: Agosto_1888_Pagina_103.jpg

description: Bulletin of 1888/08/26
DOI: 10.13130/rd_unimi/emauol/3u4nz4
title: Agosto_1887_Pagina_116.jpg

description: Bulletin of 1887/08/29
DOI: 10.13130/rd_unimi/6coxbd/hjvr1r
title: Aprile_1886_Pagina_008.jpg

description: Bulletin of 1886/04/02
DOI: 10.13130/rd_unimi/cea2oy/nkqscy
title: Agosto_1888_Pagina_104.jpg

description: Bulletin of 1888/08/26
DOI: 10.13130/rd_unimi/zaucgl/azgppr
title: Settembre_1921_Pagina_138.jpg

description: Bulletin of 1921/09/23
DOI: 10.13130/rd_unimi/emauol/fadmvc
title: Agosto_1887_Pagina_117.jpg

description: Bulletin of 1887/08/30
DOI: 10.13130/rd_unimi/zaucgl/rovdjl
title: Settembre_1921_Pagina_139.jpg

description: Bulletin of 1921/09/24
DOI: 10.13130/rd_unimi/6coxbd/5wyco6
title: Aprile_1886_Pagina_009.jpg

description: Bulletin of 1886/04/03
DOI: 10.13130/rd_unimi/cea2oy/gi6q0m
title: Agosto_1888_Pagina_105.jpg

description: Bulletin of 1888/08/27
DOI: 10.13130/rd_unimi/emauol/tbgvfu
title: Agosto_1887_Pagina_118.jpg

description: Bulletin of 1887/08/30
DOI: 10.13130/rd_unimi/zaucgl/2e0ame
title: Settembre_1921_Pagina_140.jpg

description: Bulletin of 1921/09/24
DOI: 10.13130/rd_unimi/6coxbd/aoleih
title: Aprile_1886_Pagina_010.jpg

description: Bulletin of 1886/04/03
DOI: 10.13130/rd_unimi/cea2oy/jszglg
title: Agosto_1888_Pagina_106.jpg

description: Bulletin of 1888/08/27
DOI: 10.13130/rd_unimi/emauol/vpaam8
title: Agosto_1887_Pagina_119.jpg

description: Bulletin of 1887/08/30
DOI: 10.13130/rd_unimi/zaucgl/phpk7i
title: Settembre_1921_Pagina_141.jpg

description: Bulletin of 1921/09/24
DOI: 10.13130/rd_unimi/6coxbd/ne55gf
title: Aprile_1886_Pagina_011.jpg

description: Bulletin of 1886/04/03
DOI: 10.13130/rd_unimi/cea2oy/43w6dx
title: Agosto_1888_Pagina_107.jpg

description: Bulletin of 1888/08/27
DOI: 10.13130/rd_unimi/emauol/w4wqpd
title: Agosto_1887_Pagina_120.jpg

description: Bulletin of 1887/08/30
DOI: 10.13130/rd_unimi/zaucgl/x4ue6s
title: Settembre_1921_Pagina_142.jpg

description: Bulletin of 1921/09/24
DOI: 10.13130/rd_unimi/6coxbd/hspdjw
title: Aprile_1886_Pagina_012.jpg

description: Bulletin of 1886/04/03
DOI: 10.13130/rd_unimi/cea2oy/rcr172
title: Agosto_1888_Pagina_108.jpg

description: Bulletin of 1888/08/27
DOI: 10.13130/rd_unimi/emauol/l8itdl
title: Agosto_1887_Pagina_121.jpg

description: Bulletin of 1887/08/31
DOI: 10.13130/rd_unimi/6coxbd/uksuj3
title: Aprile_1886_Pagina_013.jpg

description: Bulletin of 1886/04/04
DOI: 10.13130/rd_unimi/zaucgl/m2cljx
title: Settembre_1921_Pagina_143.jpg

description: Bulletin of 1921/09/24
DOI: 10.13130/rd_unimi/cea2oy/zolxod
title: Agosto_1888_Pagina_109.jpg

description: Bulletin of 1888/08/28
DOI: 10.13130/rd_unimi/emauol/731e0g
title: Agosto_1887_Pagina_122.jpg

description: Bulletin of 1887/08/31
DOI: 10.13130/rd_unimi/zaucgl/vzlgym
title: Settembre_1921_Pagina_144.jpg

description: Bulletin of 1921/09/24
DOI: 10.13130/rd_unimi/6coxbd/dozdrw
title: Aprile_1886_Pagina_014.jpg

description: Bulletin of 1886/04/04
DOI: 10.13130/rd_unimi/cea2oy/fsm5pq
title: Agosto_1888_Pagina_110.jpg

description: Bulletin of 1888/08/28
DOI: 10.13130/rd_unimi/emauol/m0lq1f
title: Agosto_1887_Pagina_123.jpg

description: Bulletin of 1887/08/31
DOI: 10.13130/rd_unimi/6coxbd/bzqc7v
title: Aprile_1886_Pagina_015.jpg

description: Bulletin of 1886/04/04
DOI: 10.13130/rd_unimi/emauol/mxw4dr
title: Agosto_1887_Pagina_124.jpg

description: Bulletin of 1887/08/31
DOI: 10.13130/rd_unimi/zaucgl/jv7yv6
title: Settembre_1921_Pagina_145.jpg

description: Bulletin of 1921/09/25
DOI: 10.13130/rd_unimi/6coxbd/d1igp6
title: Aprile_1886_Pagina_016.jpg

description: Bulletin of 1886/04/04
DOI: 10.13130/rd_unimi/cea2oy/f8kkza
title: Agosto_1888_Pagina_111.jpg

description: Bulletin of 1888/08/28
DOI: 10.13130/rd_unimi/zaucgl/bebufj
title: Settembre_1921_Pagina_146.jpg

description: Bulletin of 1921/09/25
DOI: 10.13130/rd_unimi/emauol/8vc9pq
title: Aprile_1887_Pagina_001.jpg

description: Bulletin of 1887/04/01
DOI: 10.13130/rd_unimi/zaucgl/veeroy
title: Settembre_1921_Pagina_147.jpg

description: Bulletin of 1921/09/25
DOI: 10.13130/rd_unimi/6coxbd/g8hq7y
title: Aprile_1886_Pagina_017.jpg

description: Bulletin of 1886/04/05
DOI: 10.13130/rd_unimi/cea2oy/1tmkfq
title: Agosto_1888_Pagina_112.jpg

description: Bulletin of 1888/08/28
DOI: 10.13130/rd_unimi/emauol/xquv1k
title: Aprile_1887_Pagina_002.jpg

description: Bulletin of 1887/04/01
DOI: 10.13130/rd_unimi/6coxbd/lthnn2
title: Aprile_1886_Pagina_018.jpg

description: Bulletin of 1886/04/05
DOI: 10.13130/rd_unimi/cea2oy/mprgsi
title: Agosto_1888_Pagina_113.jpg

description: Bulletin of 1888/08/29
DOI: 10.13130/rd_unimi/zaucgl/fatibo
title: Settembre_1921_Pagina_148.jpg

description: Bulletin of 1921/09/25
DOI: 10.13130/rd_unimi/6coxbd/gmigv0
title: Aprile_1886_Pagina_019.jpg

description: Bulletin of 1886/04/05
DOI: 10.13130/rd_unimi/emauol/kb7eol
title: Aprile_1887_Pagina_003.jpg

description: Bulletin of 1887/04/01
DOI: 10.13130/rd_unimi/zaucgl/j24vnf
title: Settembre_1921_Pagina_149.jpg

description: Bulletin of 1921/09/25
DOI: 10.13130/rd_unimi/cea2oy/fhe9xm
title: Agosto_1888_Pagina_114.jpg

description: Bulletin of 1888/08/29
DOI: 10.13130/rd_unimi/emauol/jc6kgx
title: Aprile_1887_Pagina_004.jpg

description: Bulletin of 1887/04/01
DOI: 10.13130/rd_unimi/zaucgl/lktq4o
title: Settembre_1921_Pagina_150.jpg

description: Bulletin of 1921/09/25
DOI: 10.13130/rd_unimi/6coxbd/i81ph5
title: Aprile_1886_Pagina_020.jpg

description: Bulletin of 1886/04/05
DOI: 10.13130/rd_unimi/cea2oy/wavgje
title: Agosto_1888_Pagina_115.jpg

description: Bulletin of 1888/08/29
DOI: 10.13130/rd_unimi/emauol/etxvac
title: Aprile_1887_Pagina_005.jpg

description: Bulletin of 1887/04/02
DOI: 10.13130/rd_unimi/6coxbd/6czqjf
title: Aprile_1886_Pagina_021.jpg

description: Bulletin of 1886/04/06
DOI: 10.13130/rd_unimi/cea2oy/u558ev
title: Agosto_1888_Pagina_116.jpg

description: Bulletin of 1888/08/29
DOI: 10.13130/rd_unimi/zaucgl/prcmu3
title: Settembre_1921_Pagina_151.jpg

description: Bulletin of 1921/09/26
DOI: 10.13130/rd_unimi/6coxbd/hbfl13
title: Aprile_1886_Pagina_022.jpg

description: Bulletin of 1886/04/06
DOI: 10.13130/rd_unimi/cea2oy/gmef3f
title: Agosto_1888_Pagina_117.jpg

description: Bulletin of 1888/08/30
DOI: 10.13130/rd_unimi/emauol/st7t4f
title: Aprile_1887_Pagina_006.jpg

description: Bulletin of 1887/04/02
DOI: 10.13130/rd_unimi/zaucgl/e1uxdf
title: Settembre_1921_Pagina_152.jpg

description: Bulletin of 1921/09/26
DOI: 10.13130/rd_unimi/emauol/kaq2yb
title: Aprile_1887_Pagina_007.jpg

description: Bulletin of 1887/04/02
DOI: 10.13130/rd_unimi/6coxbd/0nsp7s
title: Aprile_1886_Pagina_023.jpg

description: Bulletin of 1886/04/06
DOI: 10.13130/rd_unimi/cea2oy/qblew9
title: Agosto_1888_Pagina_118.jpg

description: Bulletin of 1888/08/30
DOI: 10.13130/rd_unimi/emauol/jgllev
title: Aprile_1887_Pagina_008.jpg

description: Bulletin of 1887/04/02
DOI: 10.13130/rd_unimi/zaucgl/7zn9rh
title: Settembre_1921_Pagina_153.jpg

description: Bulletin of 1921/09/26
DOI: 10.13130/rd_unimi/6coxbd/kfju0w
title: Aprile_1886_Pagina_024.jpg

description: Bulletin of 1886/04/06
DOI: 10.13130/rd_unimi/cea2oy/loftk4
title: Agosto_1888_Pagina_119.jpg

description: Bulletin of 1888/08/30
DOI: 10.13130/rd_unimi/zaucgl/jn4lbq
title: Settembre_1921_Pagina_154.jpg

description: Bulletin of 1921/09/26
DOI: 10.13130/rd_unimi/cea2oy/jmisat
title: Agosto_1888_Pagina_120.jpg

description: Bulletin of 1888/08/30
DOI: 10.13130/rd_unimi/emauol/sjvcha
title: Aprile_1887_Pagina_009.jpg

description: Bulletin of 1887/04/03
DOI: 10.13130/rd_unimi/zaucgl/wyrp03
title: Settembre_1921_Pagina_155.jpg

description: Bulletin of 1921/09/26
DOI: 10.15468/dl.yvwb3c
title: Occurrence Download

description: A dataset containing 869342 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is South America",
 "Country is Argentina",
 "GadmGid is ARG.7_1"
 ]
}

 The dataset includes 869342 records from 414 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0054712-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gvam7p
title: Occurrence Download

description: A dataset containing 8156 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is Hedya nubiferana (Haworth, 1811)",
 "PhylumKey is Arthropoda",
 "Year is greater than or equal to 1992",
 "Year is less than or equal to 2012",
 "Geometry POLYGON((-26 34, 42 34, 42 70, -26 70, -26 34))"
 ]
}

 The dataset includes 8156 records from 135 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022398-241007104925546/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ptk7cy
title: Occurrence Download

description: A dataset containing 470 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Acropolitis rudisana (Walker, 1863)",
 "OccurrenceStatus is Present",
 "Country is not null",
 "Year is not null",
 "Year is one of (2008, 2009, 2010, 2011, 2012, 2013, 2014, 2015, 2016, 2017, 2018, 2019, 2020, 2021, 2022, 2023, 2024)"
 ]
}

 The dataset includes 470 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022401-241007104925546/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qjge4z
title: Occurrence Download

description: A dataset containing 11523 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is Crambus perlellus Scopoli, 1763",
 "PhylumKey is Arthropoda",
 "Year is greater than or equal to 1992",
 "Year is less than or equal to 2012",
 "Geometry POLYGON((-26 34, 42 34, 42 70, -26 70, -26 34))"
 ]
}

 The dataset includes 11523 records from 147 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022400-241007104925546/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.t49n7s
title: Occurrence Download

description: A dataset containing 207776 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "TaxonKey is Andrenidae",
 "TaxonKey is Apidae",
 "TaxonKey is Colletidae",
 "TaxonKey is Halictidae",
 "TaxonKey is Megachilidae",
 "TaxonKey is Melittidae"
 ]
 },
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "Year is greater than or equal to 2014",
 "BasisOfRecord is Human Observation",
 "Country is Sweden",
 {
 "or" : [
 "CoordinateUncertaintyInMeters is less than 10000",
 "CoordinateUncertaintyInMeters is null"
 ]
 }
 ]
}

 The dataset includes 207776 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022367-241007104925546/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3886/e118363v2-157566
title: Data and Code for: Two-way fixed effects estimators with heterogeneous treatment effects

description: Linear regressions with period and group fixed effects are widely used to estimate treatment effects. We show that they estimate weighted sums of the average treatment effects (ATE) in each group and period, with weights that may be negative. Due to the negative weights, the linear regression coefficient may for instance be negative while all the ATEs are positive. We propose another estimator that solves this issue. In the two applications we revisit, it is significantly different from the linear regression estimator.
DOI: 10.3886/e118363
title: Data and Code for: Two-way fixed effects estimators with heterogeneous treatment effects

description: Linear regressions with period and group fixed effects are widely used to estimate treatment effects. We show that they estimate weighted sums of the average treatment effects (ATE) in each group and period, with weights that may be negative. Due to the negative weights, the linear regression coefficient may for instance be negative while all the ATEs are positive. We propose another estimator that solves this issue. In the two applications we revisit, it is significantly different from the linear regression estimator.
DOI: 10.3886/e118363v2-157567
title: Data and Code for: Two-way fixed effects estimators with heterogeneous treatment effects

description: Linear regressions with period and group fixed effects are widely used to estimate treatment effects. We show that they estimate weighted sums of the average treatment effects (ATE) in each group and period, with weights that may be negative. Due to the negative weights, the linear regression coefficient may for instance be negative while all the ATEs are positive. We propose another estimator that solves this issue. In the two applications we revisit, it is significantly different from the linear regression estimator.
DOI: 10.15468/dl.hmfvnw
title: Occurrence Download

description: A dataset containing 601 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Thaumatotibia leucotreta (Meyrick, 1913)"
 ]
}

 The dataset includes 601 records from 28 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022402-241007104925546/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5bg8yn
title: Occurrence Download

description: A dataset containing 17299 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is Agriphila tristellus (Denis & Schiffermüller), 1775",
 "PhylumKey is Arthropoda",
 "Year is greater than or equal to 1992",
 "Year is less than or equal to 2012",
 "Geometry POLYGON((-26 34, 42 34, 42 70, -26 70, -26 34))"
 ]
}

 The dataset includes 17299 records from 162 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022403-241007104925546/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pp4aa3
title: Occurrence Download

description: A dataset containing 24 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Telmatobius sanborni Schmidt, 1954"
 ]
}

 The dataset includes 24 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022404-241007104925546/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.p2cgg8
title: Occurrence Download

description: A dataset containing 1830 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is Sitochroa verticalis Linnaeus, 1758",
 "PhylumKey is Arthropoda",
 "Year is greater than or equal to 1992",
 "Year is less than or equal to 2012",
 "Geometry POLYGON((-26 34, 42 34, 42 70, -26 70, -26 34))"
 ]
}

 The dataset includes 1830 records from 95 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022405-241007104925546/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sehqpr
title: Occurrence Download

description: A dataset containing 38 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is Penthophera morio Linnaeus, 1767",
 "PhylumKey is Arthropoda",
 "Year is greater than or equal to 1992",
 "Year is less than or equal to 2012",
 "Geometry POLYGON((-26 34, 42 34, 42 70, -26 70, -26 34))"
 ]
}

 The dataset includes 38 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022406-241007104925546/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25452/figshare.plus.27236764
title: SMRT-seq for m6A methylation analysis dataset for <i>Pseudomonas aeruginosa </i>PAO1 37°C vs. 43°C

description: The data in this item includes Single-molecule real-time sequencing (SMRT-seq) data generated using PacBio Sequel I for high-resolution analysis of m6A methylation from post-43°C grown bacteria and during the recovery period.<b>Sample preparation: </b>Overall, 15 samples included 3 replicates of Pseudomonas aeruginosa after exposure to 37 °C (control) or 43 °C at 4 time points (T = 0 generations, T = 5 generations, T = 22 generations, and T = 54 generations). Samples from the T=0 groups are simply labeled “37” or “43”.<b>Analysis:</b> Pac Bio subreads were mapped to the reference genome Pseudomonas aeruginosa PAO1 GCA000006765, ASM676v1, for each sample separately, using the pbmm2 tool from the smrttools 10 toolkit (Pac Bio). m6A modifications were then inferred with the ipdSummary tools. The control model was used in two separate runs. In the first run samples from the group 43 were used as reference. In the second run, samples from the group 37 were used as reference. Sites with ipd-ratio with p-value &lt; 0.05 were considered to have a new modification in the sample, compared with the reference. Each sample was tested with the reference of the same line, e.g. 1_43_5g was tested against 1_43 or 1_37. 2_43_22g was tested against 2_43 or 2_37, and so on.
DOI: 10.25452/figshare.plus.27241997
title: RNA-seq analysis dataset for <i>Pseudomonas aeruginosa </i>PAO1 37°C vs. 43°C

description: The data in this item includes raw RNA-sequencing data from post-43°C exposure and during the recovery period to assess transcript-level effect.<b>Sample preparation: </b>Overall, 18 samples included 3 replicates of <i>Pseudomonas aeruginosa</i> after exposure to 37<i> </i>°C (control) or 43<i> </i>°C (heat shock), at 3 time points (T=0hr, T=18hr, and T=54hr). Samples from the T=0 groups are simply labeled “37” or “43”.<b> </b>For RNA sequencing, 2 ug of total RNA was used for the RiboMinus™ Bacteria Transcriptome Isolation Kit (Invitrogen). The library was constructed with NEBNext® Ultra™ II Directional RNA Library Prep Kit for Illumina (NEB) according to the manufacturer's instructions using 30 ng of depleted RNA. The final quality was evaluated by TapeStation High Sensitivity D1000 Assay (Agilent Technologies, CA, USA). Sequencing was performed based on Qubit values and loaded onto an Illumina MiSeq using the MiSeq V2 (50- cycles) Kit (Illumina, CA, USA). Paired-end RNA-seq protocol was used, yielding about 3.4-6.5 million paired-end reads per sample. FastQC (v0.11.2) was used to assess the quality of raw reads.<b>Analysis</b>: Reads were aligned to <i>Pseudomonas aeruginosa </i>PAO1 strain (assembly GCF_000006765.1 ) using the bowtie2 aligner software (v2.3.2) with default parameters. GTF annotation file for the PAO1 strain was downloaded from NCBIPseudomonas Genome DB ( www.pseudomonas.com). Raw read counts for gene-level features were determined using HTSeq-count with the intersection-strict mode. Differentially expressed genes were determined with the R Bioconductor package DESeq2 (Release 3.14). The p-values were corrected with the Benjamini-Hochberg FDR procedure. Genes with adjusted p-values; 0.05.<br>