cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.22270591
title: A purely spaceborne open source approach for regional bathymetry mapping: Bahamas SDB DEM

description: Timely and up-to-date bathymetry maps over large geographical areas have been difficult to create, due to the cost and difficulty of collecting in situ calibration and validation data. Recently, combinations of spaceborne Ice, Cloud, and Elevation Satellite-2 (ICESat-2) lidar data and Landsat/sentinel-2 data have reduced these obstacles. However, to date, there have been no means of automatically extracting bathymetry photons from ICESat-2 tracks for model calibration/validation and no well-established open source workflows for generating regional scale bathymetric models. Here we provide an open source approach for generating bathymetry maps for the shallow water region around the island of Andros, Bahamas. We demonstrate an efficient means of processing 224 ICESat-2 tracks and 221 Landsat-8 scenes, using the classification of subaquatic height extracted photons (C-SHELPh) algorithm and Extra Trees Regression to provide 30 m pixel estimates of per-pixel depth and standard error. We map bathymetry with an RMSE of 0.32 m and RMSE% of 6.7%. Our workflow and results demonstrate a means of achieving accurate regional–scale bathymetry maps from purely spaceborne data.
DOI: 10.6084/m9.figshare.22270591.v1
title: A purely spaceborne open source approach for regional bathymetry mapping: Bahamas SDB DEM

description: Timely and up-to-date bathymetry maps over large geographical areas have been difficult to create, due to the cost and difficulty of collecting in situ calibration and validation data. Recently, combinations of spaceborne Ice, Cloud, and Elevation Satellite-2 (ICESat-2) lidar data and Landsat/sentinel-2 data have reduced these obstacles. However, to date, there have been no means of automatically extracting bathymetry photons from ICESat-2 tracks for model calibration/validation and no well-established open source workflows for generating regional scale bathymetric models. Here we provide an open source approach for generating bathymetry maps for the shallow water region around the island of Andros, Bahamas. We demonstrate an efficient means of processing 224 ICESat-2 tracks and 221 Landsat-8 scenes, using the classification of subaquatic height extracted photons (C-SHELPh) algorithm and Extra Trees Regression to provide 30 m pixel estimates of per-pixel depth and standard error. We map bathymetry with an RMSE of 0.32 m and RMSE% of 6.7%. Our workflow and results demonstrate a means of achieving accurate regional–scale bathymetry maps from purely spaceborne data.
DOI: 10.57703/ce-rq9mv
title: Surface-Topography Challenge_Sample P37

description: Tapping and contact mode AFM images with different scan sizes on the respective sample P37 (rougher surface-CrN deposited on the rough "backside" of a single-side polished silicon wafer, which has been subsequently etched with isotropic reactive ion etching).
DOI: 10.6084/m9.figshare.28883255
title: Nadir pointing orbit of a 6U CubeSat in Polar Sun-synchronous Orbit.

description: Nadir pointing orbit of a 6U CubeSat in Polar Sun-synchronous Orbit.
DOI: 10.15468/dl.dh38ag
title: Occurrence Download

description: A dataset containing 255 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "OccurrenceStatus is Present",
 "TaxonKey is Sesbania cannabina (Retz.) Poir."
 ]
}

 The dataset includes 255 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013173-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sufhwa
title: Occurrence Download

description: A dataset containing 16 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Iran (Islamic Republic of)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Gazella subgutturosa (Güldenstaedt, 1780)",
 "Year 2020-2025"
 ]
}

 The dataset includes 16 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014845-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.21410/7e4/2ohz4r/c4lrlh
title: Documentation_ENEF2017_V10.pdf

description: :unav
DOI: 10.21410/7e4/2ohz4r/uihviq
title: fr_cdsp_ddi_enef2017_v10.xml

description: :unav
DOI: 10.21410/7e4/2ohz4r/z8br0n
title: fr_cdsp_ddi_enef2017_v10.tab

description: :unav
DOI: 10.21410/7e4/2ohz4r/9ltydg
title: fr_cdsp_ddi_enef2017_v10_sas.zip

description: :unav
DOI: 10.21410/7e4/2ohz4r/c7rawi
title: fr_cdsp_ddi_enef2017_v10_csv.zip

description: :unav
DOI: 10.21410/7e4/2ohz4r/ncwwxl
title: RapportTechnique_ENEF2017_V10.pdf

description: :unav
DOI: 10.21410/7e4/2ohz4r
title: Enquête électorale française 2017 (ENEF 2017), Vague 10

description: Ce dispositif de suivi et de mesure de l’opinion permet l’analyse des évolutions de l’électorat français et de ses réactions aux événements politiques, sociaux et économiques à travers 20 vagues, depuis la veille des élections régionales de 2015 jusqu’au lendemain des élections législatives de 2017. Il permet des analyses détaillées au niveau national et régional pour saisir les évolutions de l’opinion articulées au contexte spécifique de la période préélectorale, électorale et postélectorale. Il fournit une série d’indicateurs et de mesures sur les tendances de l’électorat français, ses valeurs politiques, ses préférences partisanes, son rapport au vote et aux candidats. L'enquête détaille les ressorts psychologiques de la décision électorale à la lumière des valeurs des Français et des contextes politiques, géographiques et socio-économiques. Elle met également en évidence l’articulation entre le niveau national et le niveau local dans les caractéristiques de l’opinion. Enfin, la réception par l’opinion des thèmes inscrits à l’agenda politique par les candidats est une dimension importante, notamment pendant la période de campagne (Primaires, élection présidentielle, élections législatives). Cette vague, menée en janvier 2017, reprend les sujets des vagues antérieures sur l’élection présidentielle de 2017, des personnalités et des partis politiques et la participation politique en ligne. Elle explore également de nouvelles dimensions, notamment l'opinion sur les opportunités de rencontres entre adultes et leur lien avec la vie professionnelle. Au total, 16 166 personnes inscrites sur les listes électorales y ont participé.
DOI: 10.21410/7e4/2ohz4r/c9v3au
title: fr_cdsp_ddi_enef2017_v10.xml

description: :unav
DOI: 10.21410/7e4/2ohz4r/fgad83
title: fr_cdsp_ddi_enef2017_v10-1.tab

description: :unav
DOI: 10.21410/7e4/2ohz4r/tm7d2z
title: Questionnaire_ENEF2017_V10.docx

description: :unav
DOI: 10.13127/cpti/cpti15.2
title: Catalogo Parametrico dei Terremoti Italiani (CPTI15), versione 2.0
title: Italian Parametric Earthquake Catalogue (CPTI15), version 2.0
title: CPTI15

description: The Italian Parametric Earthquake Catalogue (CPTI, Catalogo Parametrico dei Terremoti Italiani) represents the most extensive and reliable source of parameters for earthquakes in Italy and surrounding areas. CPTI15 is the fourth release of the CPTI series, the first dating back to 1999 (CPTI99), and provides the most advanced and updated sets of macroseismic and instrumental data and parameters, for Italian earthquakes with maximum intensity I ≥ 5 or magnitude Mw ≥ 4.0 in the period 1000-2017. The catalogue lists 4760 events, 70% of which have parameters based on the macroseismic datapoints provided by the Italian Macroseismic Database DBMI15. If available, both macroseismic and instrumental parameters are provided, together with a set of “preferred ones”, which consist of a selection between the macroseismic and the instrumental epicentres, and the weighted average of the macroseismic and instrumental magnitudes.
DOI: 10.57701/suf.akvs.2011.1-0
title: Aktiv Versicherte 2011
title: SUF
title: AKVS

description: Scientific Use File Aktiv Versicherte (SUF.AKVS):Grundlage des Querschnittsdatensatzes SUF.AKVS ist die Statistik zum Versichertenbestand (§ 1 Abs. 1 RSVwV, SK97). Die Grundgesamtheit des SUF.AKVS bilden Personen, für die innerhalb des Berichtsjahres eine Beitrags- oder Anrechnungszeit hinterlegt ist. Es sind auch solche Versicherte enthalten, die bis zum Jahresende Rentner geworden, gestorben oder aus sonstigen Gründen aus aktiver Versicherung ausgeschieden sind. Die Größe der Zufallsstichprobe beträgt 1 Prozent.Berichtet wird neben demographischen Angaben über den versicherungsrechtlichen Status einer Person zum Dezember des Berichtsjahres. Informationen zum Entgelt, zu Beiträgen, Beitrags- und Anrechnungszeiten werden für das Berichtsjahr sowie das Vorjahr dargestellt.
DOI: 10.15468/dl.7as6qg
title: Occurrence Download

description: A dataset containing 1083667 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Phaethornis mexicanus Hartert, 1897, Rhinandrus elongatus Horn, 1866, Anthracothorax mango (Linnaeus, 1758), Trachemys venusta (Gray, 1855), Trigona williana Friese, 1900, Phaethornis mexicanus griseoventer A.R.Phillips, 1962, Vespa soror Buysson, 1905, Pampa rufa (R.Lesson, 1840), Cacicus uropygialis Lafresnaye, 1843, Megaloglossus woermanni Pagenstecher, 1885, Palmistichus ixtlilxochitli (Girault, 1920), Euplectromorpha pallida Boucek, 1966, Ooencyrtus caurus Huang & Noyes, 1994, Toxeumella albipes Girault, 1913, Stenomesius ceramidiae Boucek, 1962, Elachertus ceramidiae Burks, 1962, Xenufens ruskini Girault, 1915, Hyacinthoides non-scripta (L.) Chouard ex Rothm., Pteroteinon iricolor (Holland, 1890), Leucoptera picrocosma Meyrick, 1915, Parathyma nefte (Cramer, 1782), Parathyma selenophora (Kollar, 1848), Nephele rosae Butler, 1875, Warreniplema fumicosta (Warren, 1896), Phytobius leucogaster Gyll., 1836, Euhrychiopsis lecontei (Dietz, 1896), Hydrellia fascitibia (Roser, 1840), Caquetaia kraussii (Steindachner, 1878), Polysticta stelleri (Pallas, 1769), Eubrychius velutus Heyden, 1908, Pelenomus canaliculatus (Fåhraeus, 1843), Eotetranychus perplexus (McGregor, 1950), Synaxis cervinaria (Packard, 1871), Eotetranychus willamettei (McGregor, 1917), Toxoglugea gerridis R.Poisson, 1941, Alestes dentex (Linnaeus, 1758), Auchenoglanis biscutatus (Geoffroy Saint-Hilaire, 1809), Synodontis frontosus Vaillant, 1895, Distichodus rostratus Günther, 1864, Brycinus nurse (Rüppell, 1832), Sarotherodon galilaeus (Linnaeus, 1758), Menospora polyacantha L.Léger, 1892, Schistotaenia srivastavai Rausch, 1970, Myotis daubentonii (Kuhl, 1817), Sarotherodon lohbergeri (Holly, 1930), Gymnotus ucamara Crampton, Lovejoy & Albert, 2003, Oreochromis jipe (Lowe, 1955), Orthetrum cancellatum (Linnaeus, 1758), Bacillus firmus Bredemann & Werner, 1933, Octopus insularis Leite & Haimovici, 2008)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1083667 records from 5382 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011671-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/jph-hd7-gs5
title: Sus scrofa Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/pv6-qad-lf1
title: †Pugnax Hall & Clarke, 1893

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/5g9-px6-yq1
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/4qe-60x-hyb
title: †Rhynchonella Fischer de Waldheim, 1809

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/td6-x3b-xcs
title: Notoscopelus

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/218-rmk-l2t
title: †Echinocorys scutata Leske, 1778

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/47r-rxd-e74
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/v7x-emk-x38
title: Cervus Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/z06-836-w38
title: Porifera Grant, 1836

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/3hz-t01-xvn
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/typ-03n-wc4
title: †Lepidorbitoides minor (Schlumberger, 1902)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/25t-pxj-2a4
title: †Guttulina adhaerens (Olszewski, 1875)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/b9l-wag-v67
title: †Ceratolamarckina perplexa (Plummer, 1927)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/b7e-1mw-xl1
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/94n-t4k-bcw
title: Chordata

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/fal-7e4-b7q
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/2nn-5v6-202
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/68f-x46-er3
title: Plantae

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/41d-rrv-ljd
title: Sus Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/t6c-4qg-175
title: Chordata

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/cjn-69k-x67
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/d4q-29e-66c
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/xy9-bpz-yr7
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ez0-030-2jb
title: Lamna

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/tns-9m4-vmq
title: Balanophyllia (Balanophyllia) Wood, 1844

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/d4x-4gx-433
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/r6v-469-nxk
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/62v-zlm-1vt
title: Plantae

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/f67-s03-zpw
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/35t-5h7-b04
title: Cibicides Montfort, 1808

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/xj9-kjg-tjn
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/1bg-gtv-fhk
title: †Pseudoparrella minisae Visser, 1951

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/znq-x86-qpy
title: Brachiopoda Duméril, 1805

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/2a1-6v4-h3t
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/a18-xd5-8ny
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/r69-l66-4p6
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/k3x-20q-0zk
title: Testudo

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/sft-8b3-sgn
title: Testudo

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/a18-gz2-4v0
title: Bos taurus Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/vv4-435-1km
title: Brachiopoda Duméril, 1805

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.6084/m9.figshare.29944823
title: example_data

description: Example data for running the dSherlock data analysis pipeline
DOI: 10.6084/m9.figshare.29944823.v1
title: example_data

description: Example data for running the dSherlock data analysis pipeline
DOI: 10.3535/dr8-v0z-re2
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/wzg-tmr-2km
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.5281/zenodo.15541625
title: Data related to B lymphocyte immunity in patients with CHB

description: Data related to B lymphocyte immunity in patients with CHB,data were expressed as the median (interquartile range, IQR)
DOI: 10.5281/zenodo.15541626
title: Data related to B lymphocyte immunity in patients with CHB

description: Data related to B lymphocyte immunity in patients with CHB,data were expressed as the median (interquartile range, IQR)
DOI: 10.25549/inscriptifact-ouc110827944
title: Persepolis Fortification Elamite Tablet 2295.101, Fort 2295.101

description: [Text Description:] Administrative text with seals ❧ [Text or Publication Number Note:] Fort 2295.101 ❧ [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:] Non-Alphabetic Cuneiform ❧ [Physical Object Description:] Clay tablet with cuneiform text. Seal impression on left edge, reverse. ❧ [Physical Object Note:] Broken bottom edge, right edge. Damaged left edge.
DOI: 10.25549/inscriptifact-ouc110827844
title: Persepolis Fortification Elamite Tablet 2295.101, Fort 2295.101

description: [Text Description:] Administrative text with seals ❧ [Text or Publication Number Note:] Fort 2295.101 ❧ [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:] Non-Alphabetic Cuneiform ❧ [Physical Object Description:] Clay tablet with cuneiform text. Seal impression on left edge, reverse. ❧ [Physical Object Note:] Broken bottom edge, right edge. Damaged left edge.
DOI: 10.25549/inscriptifact-ouc110827797
title: Persepolis Fortification Elamite Tablet 2295.101, Fort 2295.101

description: [Text Description:] Administrative text with seals ❧ [Text or Publication Number Note:] Fort 2295.101 ❧ [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:] Non-Alphabetic Cuneiform ❧ [Physical Object Description:] Clay tablet with cuneiform text. Seal impression on left edge, reverse. ❧ [Physical Object Note:] Broken bottom edge, right edge. Damaged left edge.
DOI: 10.25549/inscriptifact-ouc110827748
title: Persepolis Fortification Elamite Tablet 2295.101, Fort 2295.101

description: [Text Description:] Administrative text with seals ❧ [Text or Publication Number Note:] Fort 2295.101 ❧ [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:] Non-Alphabetic Cuneiform ❧ [Physical Object Description:] Clay tablet with cuneiform text. Seal impression on left edge, reverse. ❧ [Physical Object Note:] Broken bottom edge, right edge. Damaged left edge.
DOI: 10.25549/inscriptifact-ouc110827088
title: Persepolis Fortification Elamite Tablet 2293.105, Fort 2293.105

description: [Text Description:] Administrative text with seal ❧ [Text or Publication Number Note:] Fort 2293.105 ❧ [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:] Non-Alphabetic Cuneiform ❧ [Physical Object Description:] Clay tablet with cuneiform text. Seal impression on upper edge? ❧ [Physical Object Note:] Upper section of tablet is broken off. Cracks on obverse, reverse.
DOI: 10.25549/inscriptifact-ouc110827081
title: Persepolis Fortification Elamite Tablet 2293.105, Fort 2293.105

description: [Text Description:] Administrative text with seal ❧ [Text or Publication Number Note:] Fort 2293.105 ❧ [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:] Non-Alphabetic Cuneiform ❧ [Physical Object Description:] Clay tablet with cuneiform text. Seal impression on upper edge? ❧ [Physical Object Note:] Upper section of tablet is broken off. Cracks on obverse, reverse.
DOI: 10.25549/inscriptifact-ouc110827075
title: Persepolis Fortification Elamite Tablet 2293.105, Fort 2293.105

description: [Text Description:] Administrative text with seal ❧ [Text or Publication Number Note:] Fort 2293.105 ❧ [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:] Non-Alphabetic Cuneiform ❧ [Physical Object Description:] Clay tablet with cuneiform text. Seal impression on upper edge? ❧ [Physical Object Note:] Upper section of tablet is broken off. Cracks on obverse, reverse.
DOI: 10.17028/rd.lboro.30589949
title: A Photovoice study uncovering women's experiences of homelessness: images by participant ten

description: This dataset is taken from a Photovoice study, which is part of the PhD thesis titled ‘HOME IS WHERE THE HOPE IS: UNCOVERING THE HIDDENNESS IN WOMEN’S EXPERIENCES OF HOMELESSNESS’, by Sara Christou.<br>A total of seventeen women participated in the research, of whom seven contributed to the Photovoice study. The collection of images in this dataset were taken by participant ten.<br>The research was conducted through semi-structured interviews and a Photovoice study, capturing the women’s tacit knowledge to produce a rich set of textual and visual data, which provide contributions to knowledge on homelessness and hopefulness. The thesis presents that hiddenness can be conceptualised as a way of understanding women’s experiences of transitioning-out of homelessness, through the politics and pragmatics of (in)visibility. It further uncovers insights from women who have faced crises and continue to evoke their hopes, and those who have lost hope through the loss of home. From this, transitioning-out of homelessness is part of a new belonging cultivated through the mobilisation of hope.