cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.48577/jpl.c3xlqu
title: Look Mob, No Hands! Automating Mobility Downlink for the Mars Science Laboratory

description: Now 12 years into its mission, the Mars Science Laboratory’s Curiosity Rover has conducted over 1200 drives, with 83% of those drives successfully reaching their intended destination. No matter success or failure, it is the job of the Mobility downlink chair to assess the performance of all drives that Curiosity executes, examining telemetry to look for anomalous behavior and diagnose the cause of drive faults when the rover does not reach its target. This tactical assessment of drive performance should occur in under 45 minutes, at the end of which the Mobility chair provides a Go or No-Go for rover planning to proceed. During downlink assessments when a drive occurred, the Mobility chair is responsible for reporting on 16 aspects of Mobility performance, only 3 of which require human judgement, meaning the assessment of the other 13 could potentially be fully automated. Automating the downlink assessment and report generation of the Mobility chair addresses two primary challenges faced by the Mars Science Laboratory Mission: reduced funding in extended mission and a desire to increase operational efficiency. This paper reports on the effort made by the authors to automate large parts of the downlink assessment for the Mobility subsystem of MSL, in addition to the results of their effects on the downlink process. The design decisions made for this application of downlink automation are detailed and considerations for future missions are provided for use in the development of their downlink systems to facilitate for reduced need of humans-in-the-loop. Since implementing the introduced automation method, over 80% of the work for the Mobility downlink chair is handled automatically, and assessment times for drives that execute successfully have dropped to under 10 minutes. In the event of a failed drive, the automation method still conducts 80% of the assessment, freeing up over 30 minutes for the Mobility chair to fully investigate the fault and provide an in-depth report, increasing confidence and accuracy in their Go/ No-Go assessment. For a mission still in development, designing their systems to operate with this increased efficiency from day 1 of the mission would pay dividends over the course of the primary mission, and become invaluable in the event of an extended mission.
DOI: 10.3535/3e9-y7v-bfa
title: Talitrus saltator (Montagu, 1808)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/kvh-lch-5x6
title: Gammarus mucronatus Say, 1818

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/1gn-xez-qmd
title: Talitroides Bonnier, 1898

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/tzp-yr4-am3
title: Gammarus Fabricius, 1775

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/d5y-blx-pmd
title: Haustorius arenarius (Slabber, 1769)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/74t-z6l-rlw
title: Bathyporeia sarsi Watkin, 1938

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/lqv-6g3-4yp
title: Bathyporeia sarsi Watkin, 1938

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/22n-8nh-0z8
title: Gammarus duebeni Lilljeborg, 1852

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/rfg-1xm-ztv
title: Bathyporeia sarsi Watkin, 1938

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/xnn-jbb-q3q
title: Gammarus locusta (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/yg9-rcn-ptv
title: Orchestia gammarellus (Pallas, 1766)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/7m5-1ap-zg9
title: Aspidoconcha limnoriae de Vos, 1953

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.25740/xy001jz9004
title: 0017_H_AO_COA

description: Model of the aorta of a 23 year-old woman with coarctation of aorta and resection and postoperative end-to-end anastomosis. Simulation results are available. This model can be found in the Vascular Model Repository.
DOI: 10.3535/e9b-htf-0dm
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/s0p-75c-qtz
title: Balanus

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/2ac-bq9-had
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/z54-t98-j0w
title: Loxothylacus

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/tbe-1xy-mgs
title: Atyaephyra desmarestii (Millet, 1831)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.15468/dl.ru58w4
title: Occurrence Download

description: A dataset containing 18 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Mikania iodotricha S.F.Blake"
 ]
}

 The dataset includes 18 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0103090-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/l90-cqj-7hx
title: Metapenaeopsis miersi (Holthuis, 1952)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/pxa-cme-96y
title: Talitrus saltator (Montagu, 1808)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/zcv-mbf-qzr
title: Animalia

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

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "GadmGid is MEX.14_1",
 "Geometry POLYGON((-117.62742 13.34025,-81.33296 13.34025,-81.33296 27.85182,-117.62742 27.85182,-117.62742 13.34025))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Abronia deppii (Wiegmann, 1828)"
 ]
}

 The dataset includes 4 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0103088-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/grh-p0n-qpw
title: Orchestia mediterranea A. Costa, 1853

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/2n6-m9e-c31
title: Marinogammarus obtusatus (Dahl, 1938)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/wmx-p9g-xtr
title: Gonodactylus

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/75r-dfr-clr
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/zk1-wzw-qlt
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/qq2-ed6-n2b
title: Sessilia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/kqv-z5g-cpf
title: Ampelisca Krøyer, 1842

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/sa4-6da-nn8
title: Bathyporeia pilosa Lindström, 1855

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/f3n-m7n-mh7
title: Deshayesorchestia deshayesii (Audouin, 1826)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/lbw-yzg-4tl
title: Orchestia gammarellus (Pallas, 1766)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/04t-2z0-yy1
title: Loxothylacus

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/e5w-1wq-m7b
title: Melita gayi (Nicolet, 1849)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/sf8-gn1-e2r
title: Gammarellus homari (J.C. Fabricius, 1779)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ct5-v74-xdv
title: Nototropis swammerdamei (H. Milne Edwards, 1830)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/znr-s40-rpf
title: Deshayesorchestia deshayesii (Audouin, 1826)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/2qj-eb2-em4
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/82w-agj-eg0
title: Monocorophium acherusicum (A. Costa, 1853)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/qt1-kz8-45c
title: Sacculina

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/1m6-yqp-14d
title: Gammarus duebeni Lilljeborg, 1852

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/tbf-vy3-khg
title: Talitrus saltator (Montagu, 1808)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/hbn-3er-svt
title: Bathyporeia sarsi Watkin, 1938

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/mqg-p7r-zc7
title: Gammarus locusta (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/6yb-2nr-r26
title: Urothoe grimaldii Chevreux, 1895

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/p1x-zlg-h1b
title: Orchestia gammarellus (Pallas, 1766)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/pxb-6m8-jkz
title: Gammarus locusta (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/whv-b6l-n21
title: Gammarus locusta (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/zh8-2dq-blt
title: Gammarus locusta (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/jr0-52b-fhh
title: Gammarus locusta (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/xda-j2n-ct8
title: Orchestia gammarellus (Pallas, 1766)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.15468/dl.whmxm7
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Arivela viscosa (L.) Raf.",
 "Country is Micronesia (Federated States of)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 3 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0103091-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/15x-yqg-8s4
title: Calliopius laeviusculus (Krøyer, 1838)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.25934/pr00007208.0
title: Available IPD datapackage for study 'Phase 1 Randomized, Blinded, Placebo-Controlled Study of Single Ascending Doses of BIIB063 in Healthy Volunteers'

description: The primary objective of the study is to evaluate the safety and tolerability of single ascending intravenous (IV) doses and a single subcutaneous (SC) dose of BIIB063 in healthy volunteers. The secondary objectives of the study are to estimate the PK parameters of single ascending IV doses of BIIB063; to estimate the PK parameters and absolute bioavailability (F) of a single SC dose of BIIB063; and to evaluate the immunogenicity of single ascending doses of BIIB063.
DOI: 10.3535/1sw-mq8-d3d
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/4dw-chr-8v6
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/0g7-5em-a6b
title: Orchestia gammarellus (Pallas, 1766)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/l5c-6sn-at3
title: Ptilohyale littoralis (Stimpson, 1853)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/f97-sjc-8at
title: Orchestia gammarellus (Pallas, 1766)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/xp8-d3d-4j7
title: Phronima sedentaria (Forskål, 1775)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/89r-38x-dhd
title: Paramphithoe cuspidata (Lepechin, 1780)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/atb-y7k-chn
title: Bathyporeia elegans Watkin, 1938

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/hzt-r0r-l7c
title: Gammarus locusta (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/bst-ypd-1sb
title: Gammarus duebeni Lilljeborg, 1852

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.15468/dl.8ebf8x
title: Occurrence Download

description: A dataset containing 1248 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Arivela viscosa (L.) Raf.",
 "Country is India",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1248 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0103093-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/7f7-rxs-v5x
title: Gammarus locusta (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/s3w-xev-pga
title: Monocorophium acherusicum (A. Costa, 1853)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/7tz-9wc-89a
title: Gammarus duebeni Lilljeborg, 1852

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/qam-hkb-22q
title: Verrucidae

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/062-g87-w9k
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/dxm-lfz-7aw
title: Monocorophium acherusicum (A. Costa, 1853)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/fcn-xwj-dpk
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/f5l-zy3-n4n
title: Gammarus locusta (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/mb5-sy9-2wm
title: Bathyporeia sarsi Watkin, 1938

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/xqd-bqx-p70
title: Sacculina

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/c20-qye-fgq
title: Melphidippella macra (Norman, 1869)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/xsh-g0a-xxa
title: Orchestia gammarellus (Pallas, 1766)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/659-ts1-rsd
title: Isocyamus delphinii (Guérin-Méneville, 1836)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/r6h-kw2-48n
title: Orchestia gammarellus (Pallas, 1766)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/1gy-x4g-ehc
title: Lepas

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/zfs-t4w-kn0
title: Bathyporeia pelagica (Spence Bate, 1857)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/alj-vma-xbg
title: Conchoderma

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.48577/jpl.euwa9l
title: An Overview of the EOS MLS Experiment

description: No abstract available.
DOI: 10.3535/g0p-5y2-hlm
title: Isocyamus delphinii (Guérin-Méneville, 1836)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/t9t-e4m-001
title: Lepas

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/r4z-1eq-5tl
title: Orchestia gammarellus (Pallas, 1766)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/xzz-a1j-ec1
title: Balanus

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.48577/jpl.v7rjex
title: NASA EUROPA CLIPPER MISSIONInvestigating Habitability of Jupiter’s Second Moon Europa

description: No abstract available.
DOI: 10.25740/fh847gq5873
title: 0013_H_AO_COA

description: Model of the aorta of a 13 year-old boy with coarctation of aorta and resection and postoperative end-to-end anastomosis. Simulation results are available. This model can be found in the Vascular Model Repository.
DOI: 10.3535/cs8-b6f-5b9
title: Bathyporeia sarsi Watkin, 1938

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/88l-na1-7gz
title: Balanus

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/j47-2el-q6f
title: Marinogammarus marinus (Leach, 1816)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/49d-w2e-5tx
title: Balaenocyamus balaenopterae (K.H. Barnard, 1931)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/7lf-r63-k9s
title: Haustorius arenarius (Slabber, 1769)

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

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Arivela viscosa (L.) Raf.",
 "Country is Fiji",
 "HasCoordinate is true"
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0103092-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/a75-6yz-nfw
title: Isocyamus delphinii (Guérin-Méneville, 1836)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/nge-qe7-lcf
title: Deshayesorchestia deshayesii (Audouin, 1826)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.48577/jpl.bfqxax
title: Interoperable Digital Twin With IEEE Spatial Web Demo

description: No abstract available.
DOI: 10.3535/nb0-v0q-qhk
title: Haustorius arenarius (Slabber, 1769)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/1qh-z69-s38
title: Pollicipes

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/xs1-yhz-30m
title: Pollicipes

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/a35-j52-3rl
title: Gammaridae Latreille, 1802

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/q9p-kb6-brx
title: Balanus

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/t19-f67-gab
title: Pollicipes

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.5281/zenodo.15830140
title: openDVP tutorial dataset

description: 📂 Data Contents

image/mIF.ome.tif





A multiplex immunofluorescence (mIF) image in OME-TIFF format.




Serves as the base image for segmentation and analysis.



segmentation/segmentation_mask.tif





Segmentation mask labeling individual cells.




Same dimensions as the input image.




Generated using Cellpose nuclei model + 5px expansion.



manual_artefact_annotations/artefacts.geojson





Hand-curated annotations of tissue and image artefacts.




Useful for excluding artefactual regions from downstream quantification.



phenotyping/celltype_matrix.csv





Matrix of celltype identities/phenotypes. Follows scimap phenotyping matrix scheme.



phenotyping/gates.csv





Definitions of gating strategies used to assign cell types (e.g., thresholds per marker).




Enables reproducible phenotyping logic.



quantification/quant.csv





Spatially resolved quantification (e.g., mean marker intensities per cell).



proteomics/DIANN_pg_matrix.csv





Protein group abundance matrix generated from DIA-MS using DIA-NN.




Rows = proteins; columns = regions collected from tissue.



proteomics/DIANN_metadata.csv





Sample metadata for the proteomics matrix, e.g., region name, acquisition info, batch.



proteomics/collection_shapes.geojson





Spatial outlines of tissue regions collected for LC-MS (e.g., laser capture shapes).




Enables mapping proteomics data back to tissue context.



 

🧪 Intended Use

This dataset is designed for testing openDVP functionalities.





Developing and demonstrating spatial multi-omic integration pipelines.




Quality control single-cell segmentation, artefact removal, and phenotyping methods.




Linking spatial image data with region-specific proteomic measurements.