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

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Appendicula pseudofractiflexa J.J.Wood"
 ]
}

 The dataset includes 6 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012376-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.j6v9mt
title: Occurrence Download

description: A dataset containing 48 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Derobrachus asperatus Bates, 1878"
 ]
}

 The dataset includes 48 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0147329-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3ruzn6
title: Occurrence Download

description: A dataset containing 8921 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Melomys burtoni (Ramsay, 1887)"
 ]
}

 The dataset includes 8921 records from 28 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012379-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4ejvje
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Dendromus lachaisei Denys & Aniskine, 2012)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 3 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0066241-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.evneye
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Phalaenopsis venosa Shim & Fowlie"
 ]
}

 The dataset includes 8 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008140-170714134226665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2bd36k
title: Occurrence Download

description: A dataset containing 43 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ardisia saligna Mez"
 ]
}

 The dataset includes 43 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012385-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4fjk9s
title: Occurrence Download

description: A dataset containing 173 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Derobrachus inaequalis Bates, 1872"
 ]
}

 The dataset includes 173 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0147331-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vbpaqp
title: Occurrence Download

description: A dataset containing 68 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Oreophryne equus Kraus, 2016, Oreophryne ezra Kraus & Allison, 2009)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 68 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0066242-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5j5g3h
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Jaculus thaleri Darvish & Hosseinie, 2005)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0066231-230224095556074/datasets/export for details.
DOI: 10.15468/dl.u3ptpt
title: Occurrence Download

description: A dataset containing 194 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Derobrachus longicornis (Bates, 1872)"
 ]
}

 The dataset includes 194 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0147332-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.m22tqc
title: Occurrence Download

description: A dataset containing 715 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Appendicula reflexa Blume"
 ]
}

 The dataset includes 715 records from 48 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012393-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.s7qjam
title: Occurrence Download

description: A dataset containing 1258113987 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1258113987 records from 14927 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000086-170817152713382/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5284/1129897
title: Digital Archive from an Archaeological Watching Brief at 6 Shaw Street, Worcester, Worcestershire, March 2021

description: This collection consists of images, a spreadsheet and GIS data from an archaeological watching brief by Allen Archaeology. Work occurred at 6 Shaw Street, Worcester, in March 2021.The monitoring exposed brickwork relating to the Grade II Listed Building, including the walls of the extant structure and a cellar. Later levelling layers were also recorded, containing small amounts of residual pottery.
DOI: 10.5281/zenodo.15536109
title: Tab. 1 in Advertisement calls of Melanophryniscus dorsalis (MERTENS, 1933) and M. montevidensis (PHILIPPI, 1902), two parapatric species from southern Brazil and Uruguay, with comments on morphological variation in the Melanophryniscus stelzneri group (Anura: Bufonidae)

description: Tab. 1. Call characteristics of Melanophryniscus dorsalis from Laguna, Santa Catarina (20 °C; single male, n=3) and Torres, Rio Grande do Sul (21 °C; two males, n=7), Brazil; M. montevidensis from La Paloma, Uruguay (24 °C; two males, n=14); M. atroluteus from São José dos Ausentes, Rio Grande do Sul (21.5 °C; two males, n=10).
IdentificationDominant frequency (kHz)Other frequencies (kHz)Call duration (s)Pulse duration (ms)Pulse interval (ms)Pulses per callPulses per sM. dorsalis (Laguna)– Type A2.6-3.25.4-5.73.70 (3.5-4.1)54.4 (30-65)152.7 (130-190)19 (18-20)5-6– Type B2.6-3.25.4-5.72.37 (2.0-2.6)7.3 (7.0-9.5)7.1 (6.5-7.5)161 (152-173)62-74M. dorsalis (Torres)– Type A2.3-3.24.9-6.01.89 (1.0-2.3)42.4 (20-50)140.2 (80-170)1 3 (6-18)4-7– Type B2.3-3.24.9-6.01.50 (0.6-2.2)7.1 (7.0-9.0)6.9 (6.5-7.5)112 (54-162)74-78M. montevidensis– Type A2.1-2.84.4-4.51. 98 (1.0-4.5)31.3 (21-39)103.5 (78-130)17 (7-28)8-1 0– Type B2.1-2.84.4-4.51.58 (1.2-2.0)5.1 (4.5-6.0)5.2 (5.0-6.0)147 (100-192)85-95M. atroluteus– Type A1.9-3.14.1-5.0 6.4-7.22. 50 (1.8-3.2)38.3 (21-43)94.5 (85-100)17.6 (11-26)8-9– Type B1.9-3.14.1-5.0 6.4-7.21.10 (0.5-1.4)5.5 (5.0-6.5)5.3 (5.0-6.5)87.6 (45-116)85-95
description: Published as part of Kwet, Axel, Maneyro, Raúl, Zillikens, Anne & Mebs, Dietrich, 2005, Advertisement calls of Melanophryniscus dorsalis (MERTENS, 1933) and M. montevidensis (PHILIPPI, 1902), two parapatric species from southern Brazil and Uruguay, with comments on morphological variation in the Melanophryniscus stelzneri group (Anura: Bufonidae), pp. 8 in Salamandra 41 (1 / 2) on page 8, DOI: 10.5281/zenodo.15535980
DOI: 10.15468/dl.bjf4uh
title: Occurrence Download

description: A dataset containing 43 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Icterus graduacauda Lesson, 1839",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "DatasetKey is iNaturalist Research-grade Observations",
 "Year is greater than or equal to 1810",
 "Year is less than or equal to 2019",
 "Month is greater than or equal to April",
 "Month is less than or equal to September",
 "EventDate is not null",
 "Country is United States of America",
 "Geometry POLYGON((-63 22, -63 51, -126 51, -126 22, -63 22))"
 ]
}

 The dataset includes 43 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010360-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.29025692
title: S4-phylogeny-PhA_PhN_V2_trimmed_unrooted_uncalibrated

description: Inferred phylogeny from 7,482 samples, largely covering the flora of the biodiversity hotspot of the European Alps, along with related lineages occurring in other mountain ranges and the arctic region.
DOI: 10.6084/m9.figshare.29025692.v1
title: S4-phylogeny-PhA_PhN_V2_trimmed_unrooted_uncalibrated

description: Inferred phylogeny from 7,482 samples, largely covering the flora of the biodiversity hotspot of the European Alps, along with related lineages occurring in other mountain ranges and the arctic region.
DOI: 10.15468/dl.e8sben
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{"type":"and","predicates":[{"type":"equals","key":"GADM_LEVEL_2_GID","value":"USA.1.21_1","matchCase":false},{"type":"equals","key":"CLASS_KEY","value":"212","matchCase":false},{"type":"greaterThanOrEquals","key":"YEAR","value":"2015","matchCase":false},{"type":"not","predicate":{"type":"in","key":"BASIS_OF_RECORD","values":["MATERIAL_CITATION","MATERIAL_SAMPLE","PRESERVED_SPECIMEN"],"matchCase":false}},{"type":"lessThanOrEquals","key":"COORDINATE_UNCERTAINTY_IN_METERS","value":"10000","matchCase":false},{"type":"equals","key":"LICENSE","value":"CC BY 4.0","matchCase":false}]}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007103-260108223611665/datasets/export for details.
DOI: 10.3535/j8b-3pw-vgk
title: Halorites

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/x38-rsv-rxq
title: Hibolithes

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/5cx-gln-7sx
title: Hibolithes

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/z60-8sc-99t
title: †Belemnitida

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/4w7-1t7-k73
title: Duvalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/9py-l42-bz9
title: Rodentia Bowdich, 1821

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/gm6-2bq-k8k
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/4hg-ac3-14l
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/np1-3s6-mxh
title: Echinoidea Schumacher, 1817

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/cal-1nj-8z3
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/5a4-9lr-2df
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/zb0-7g7-2s1
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/1lc-7dd-brk
title: †Lunularia cretacea (Defrance, 1823)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/g53-3c4-0zd
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/q5v-x5r-gee
title: †Neocomites peregrinus (Rawson & Kemper, 1978)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/zbs-m7f-pjd
title: †Belemnitida

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/krx-sml-9kl
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/2j8-b4d-965
title: †Neolissoceras desmoceratoides (Wiedmann, 1966)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/few-dyl-9dx
title: Hibolithes

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ax2-5w3-pb3
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/zhp-c01-0fh
title: Proboscidea Illiger, 1811

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/8kz-a24-mly
title: Thisbites

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ga5-sh4-5y3
title: Cervus Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/wqw-ljc-g3x
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/80w-nhk-4a9
title: Arvicolinae Gray, 1821

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/zd3-5xl-yhn
title: †Productus Sowerby, 1814

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/kdr-zdy-2bn
title: Xenodiscus

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/0er-q6l-gnr
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ykv-8l7-ddj
title: Hibolithes

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/v23-jdr-vt3
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/xk1-d48-hsm
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/j64-vry-aew
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/k2l-y3z-j4b
title: Acanthodiscus

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/x48-x09-bqe
title: †Belemnitida

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/2hd-7e4-g60
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/vyn-w2x-lyh
title: Rodentia Bowdich, 1821

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/2fl-d0b-a72
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/9j9-ez5-gdp
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/dsy-gww-qrr
title: Hibolithes

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/q6t-314-dy6
title: Crocodylus

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/6js-744-3er
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.5281/zenodo.15460725
title: Tythoon Track Forecast Results via VI-CNOP in FuXi

description: This is the experimental results of TC track forecasts via VI-CNOP in FuXi, related to article "Constructing Physics-informed Initial Perturbations for Skillful Ensemble Forecasts in Data-driven Models: An Application of Typhoon Track Forecasts with FuXi"
DOI: 10.5281/zenodo.15460726
title: Tythoon Track Forecast Results via VI-CNOP in FuXi

description: This is the experimental results of TC track forecasts via VI-CNOP in FuXi, related to article "Constructing Physics-informed Initial Perturbations for Skillful Ensemble Forecasts in Data-driven Models: An Application of Typhoon Track Forecasts with FuXi"
DOI: 10.5255/ukda-sn-6916-10
title: Understanding Society: Innovation Panel, Waves 1-15, 2008-2022: Special Licence Access, Travel to Work Areas
title: Understanding Society, Waves 1-, 2008- : Special Licence Access
title: United Kingdom Household Longitudinal Study; UKHLS

description: &lt;span style="font-style: italic;"&gt;Understanding Society&lt;/span&gt; (the UK Household Longitudinal Study), which began in 2009, is conducted by the Institute for Social and Economic Research (ISER) at the University of Essex, and the survey research organisations Kantar Public and NatCen. It builds on and incorporates, the British Household Panel Survey (BHPS), which began in 1991. 
&lt;p class="x_x_x_x_MsoNormal"&gt;The &lt;i&gt;Understanding Society: Innovation Panel: Special Licence Access, Travel to Work Areas&lt;/i&gt; dataset contains Travel to Work Areas (TTWA) geographic variables for each wave of
&lt;i&gt;Understanding Society: Innovation Panel&lt;/i&gt; to date, and a household identification serial number for file matching to the main
&lt;i&gt;Understanding Society: Innovation Panel&lt;/i&gt; data. These data have more restrictive access conditions than those available under the standard End User Licence (see 'Access' section below). Those users who wish to make an application for these data should contact the Help Desk for further details.&lt;/p&gt;
&lt;p class="x_x_x_x_MsoNormal"&gt;&lt;span style="font-weight: bold;"&gt;Latest edition information&lt;/span&gt;&lt;/p&gt;
&lt;p class="x_x_x_x_MsoNormal"&gt;&lt;/p&gt;
&lt;p&gt;For the 10th edition (October 2023), data for Wave 14 and Wave 15 were deposited.&lt;/p&gt;
DOI: 10.25549/inscriptifact-ouc110591057
title: Persepolis Fortification Aramaic Text 244, PFAT 244

description: [Text Description:] Administrative text with seal PFATS 0052 ❧ [Text or Publication Number Note:] PFAT 244, Bowman 244 ❧ [Excavation Description:] Found during Oriental Institute's excavations in Spring, 1933, near the northeastern corner of the stone platform of Persepolis, in two small rooms of a bastion in the fortification wall ❧ [Medium:] Clay ❧ [Script Note:] Aramaic ❧ [Physical Object Description:] Clay tablet with ink inscription. Seal impression PFATS 0052 on obverse, reverse, flat edge. ❧ [Physical Object Note:] Damage on round edge
DOI: 10.5255/ukda-sn-7339-8
title: Understanding Society: Innovation Panel, Waves 1-15, 2008-2022: Special Licence Access, Census 2011 Lower Layer Super Output Areas
title: Understanding Society, Waves 1-, 2008- : Special Licence Access
title: United Kingdom Household Longitudinal Study; UKHLS

description: &lt;span style="font-style: italic;"&gt;Understanding Society&lt;/span&gt; (the UK Household Longitudinal Study), which began in 2009, is conducted by the Institute for Social and Economic Research (ISER) at the University of Essex, and the survey research organisations Kantar Public and NatCen. It builds on and incorporates, the British Household Panel Survey (BHPS), which began in 1991. 
&lt;p class="x_x_x_x_MsoNormal"&gt;The &lt;i&gt;Understanding Society: Innovation Panel: Special Licence Access, Census 2011 Lower Layer Super Output Areas&lt;/i&gt; (LSOA) dataset contains Census 2011 LSOA geographic variables for
&lt;i&gt;Understanding Society: Innovation Panel&lt;/i&gt; and a household identification serial number for file matching to the main
&lt;i&gt;Understanding Society: Innovation Panel&lt;/i&gt; data. These data have more restrictive access conditions than those available under the standard End User Licence (see below). Those users who wish to make an application for these data should contact the HelpDesk for further details.&lt;/p&gt;
&lt;p&gt;&lt;b&gt;Census 2001, 2011 and 2021 LSOA data coverage&lt;/b&gt;&lt;/p&gt;
&lt;p&gt;Census 2001 and 2021-defined LSOA geographic variables are also available under Special Licence access conditions to match to Understanding Society: Innovation Panel data - see SN 6911 and SN 9157.&lt;/p&gt;
&lt;p&gt;&lt;b&gt;Census 2001, 2011 and 2021 LSOA access restrictions&lt;/b&gt;&lt;/p&gt;
&lt;p&gt;When placing an order for these data, users should note that, to minimise the risk of disclosure, users may access one only of SN 6911, SN 7339 or SN 9157.&lt;/p&gt;
&lt;p&gt;&lt;b&gt;Latest edition information&lt;/b&gt;&lt;/p&gt;
&lt;p&gt;For the eighth edition (October 2023), data for Wave 14 and Wave 15 were deposited.&lt;/p&gt;
DOI: 10.5255/ukda-sn-7637-7
title: Understanding Society: Innovation Panel, Waves 1-15, 2008-2022: Special Licence Access, Census 2001 Middle Layer Super Output Areas
title: Understanding Society, Waves 1-, 2008- : Special Licence Access
title: United Kingdom Household Longitudinal Study; UKHLS

description: &lt;span style="font-style: italic;"&gt;Understanding Society&lt;/span&gt; (the UK Household Longitudinal Study), which began in 2009, is conducted by the Institute for Social and Economic Research (ISER) at the University of Essex, and the survey research organisations Kantar Public and NatCen. It builds on and incorporates, the British Household Panel Survey (BHPS), which began in 1991. 
&lt;p class="x_x_x_x_MsoNormal"&gt;The &lt;i&gt;Understanding Society: Innovation Panel: Special Licence Access, Census 2001 Middle Layer Super Output Areas&lt;/i&gt; dataset contains Middle Layer Super Output Areas (MSOA) geographic variables for each wave of
&lt;i&gt;Understanding Society: Innovation Panel&lt;/i&gt; to date, and a household identification serial number for file matching to the main
&lt;i&gt;Understanding Society: Innovation Panel&lt;/i&gt; data. These data have more restrictive access conditions than those available under the standard End User Licence (see 'Access' section below). Those users who wish to make an application for these data should contact the HelpDesk for further details.&lt;/p&gt;
&lt;p&gt;&lt;b&gt;Census 2001, 2011 and 2021 MSOA access restrictions&lt;/b&gt;&lt;/p&gt;
&lt;p&gt;Census 2011 and 2021-defined MSOA geographic variables are also available under Special Licence access conditions to match to Understanding Society data - see SN 7638 and SN 9159. Please note that, to minimise the risk of disclosure, users may access only one of SN 7637, SN 7638 or SN 9159.&lt;/p&gt;
&lt;p&gt;&lt;b&gt;Latest edition information&lt;/b&gt;&lt;/p&gt;
&lt;p&gt;For the seventh edition (October 2023), data for Wave 14 and Wave 15 were deposited.&lt;/p&gt;