cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.25549/inscriptifact-ouc110812808
title: Hellenistic Molded Bowl with Vegetal Decoration, BMC P.1630

description: [Text Description:] Hellenistic ❧ [Text or Publication Number Note:] BMC P.1630 ❧ [Medium:] Clay ❧ [Script Note:] Non-Text ❧ [Physical Object Description:] Clay, Molded Bowl ❧ [Physical Object Note:] 2 3/8 x 4 3/16 x 4 1/8 in. (6 x 10.6 x 10.5 cm) ❧ [Physical Object Note:] Bowls
DOI: 10.25549/inscriptifact-ouc110814475
title: Copper Scroll

description: [Text Description:] ❧ list of buried treasure ❧ [Text or Publication Number Note:] 3Q15 Copper Scroll ❧ [Excavation Description:] Found during survey of cliffs at Qumran in March 1952 by Roland de Vaux and William Reed. ❧ [Medium:] Metal ❧ [Script Note:] Jewish ❧ [Physical Object Description:] 23 oxydized copper half-cylinder segments with incised letters
DOI: 10.25549/inscriptifact-ouc110814154
title: Copper Scroll

description: [Text Description:] ❧ list of buried treasure ❧ [Text or Publication Number Note:] 3Q15 Copper Scroll ❧ [Excavation Description:] Found during survey of cliffs at Qumran in March 1952 by Roland de Vaux and William Reed. ❧ [Medium:] Metal ❧ [Script Note:] Jewish ❧ [Physical Object Description:] 23 oxydized copper half-cylinder segments with incised letters
DOI: 10.5281/zenodo.18309091
title: ESG, Financial and Macroeconomic Indicators Affecting Stock Returns: Evidence from India's Nifty100 ESG Index
DOI: 10.5281/zenodo.18309092
title: ESG, Financial and Macroeconomic Indicators Affecting Stock Returns: Evidence from India's Nifty100 ESG Index
DOI: 10.15468/dl.wgssu8
title: Occurrence Download

description: A dataset containing 525 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Puccinellia distans, Glyceria distans)",
 "Geometry POLYGON ((8.643 46.99, 14.1 46.92, 14.43 50.75, 8.534 50.83, 8.643 46.99))",
 "Year is greater than or equal to 2010",
 "OccurrenceStatus is Present",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "CoordinateUncertaintyInMeters is less than or equal to 50",
 "BasisOfRecord is one of (Observation, Human Observation, Machine Observation, Material sample)"
 ]
}

 The dataset includes 525 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001870-260119153935675/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34740/kaggle/dsv/14555295
title: Fig 1. PRISMA Flowchart
DOI: 10.15468/dl.wqg6ge
title: Occurrence Download

description: A dataset containing 88 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Scirtes sobrinus",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 88 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001872-260119153935675/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.m3xgx8
title: Occurrence Download

description: A dataset containing 3763 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Observation, Human Observation, Machine Observation, Living Specimen, Occurrence evidence)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "License is one of (CC-BY 4.0, CC0 1.0)",
 "OccurrenceStatus is Present",
 "TaxonKey is Ambrosia psilostachya",
 "Year 2000-2026"
 ]
}

 The dataset includes 3763 records from 69 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001873-260119153935675/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.g7z59f
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{"type":"and","predicates":[{"type":"within","geometry":"POLYGON ((111.022 -2.127823, 110.951689 -2.133388, 110.883107 -2.149947, 110.817942 -2.177092, 110.757798 -2.214155, 110.704154 -2.260225, 110.658331 -2.314167, 110.621457 -2.374655, 110.594441 -2.440199, 110.577949 -2.509187, 110.57239 -2.57992, 110.5779 -2.650657, 110.594348 -2.719656, 110.621328 -2.785218, 110.658179 -2.845727, 110.703995 -2.899694, 110.757647 -2.945788, 110.817814 -2.982873, 110.883013 -3.010035, 110.951639 -3.026605, 111.022 -3.032174, 111.092361 -3.026605, 111.160987 -3.010035, 111.226186 -2.982873, 111.286353 -2.945788, 111.340005 -2.899694, 111.385821 -2.845727, 111.422672 -2.785218, 111.449652 -2.719656, 111.4661 -2.650657, 111.47161 -2.57992, 111.466051 -2.509187, 111.449559 -2.440199, 111.422543 -2.374655, 111.385669 -2.314167, 111.339846 -2.260225, 111.286202 -2.214155, 111.226058 -2.177092, 111.160893 -2.149947, 111.092311 -2.133388, 111.022 -2.127823))"},{"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/0001875-260119153935675/datasets/export for details.
DOI: 10.5281/zenodo.18309166
title: Senega densiracemosa (Lüdtke & Miotto) J.F.B.Pastore. In: Marchesi E., Mailhos A. & Bonifacino J.M. (Eds.). Flora Uruguaya: Flora Vascular del Uruguay. ISSN 3121-2050, V. 1.0.

description: Citable snapshot. Includes PDF and CSV of collections. Date: January 13th, 2026 at 16:54
DOI: 10.5281/zenodo.18309165
title: Senega densiracemosa (Lüdtke & Miotto) J.F.B.Pastore. In: Marchesi E., Mailhos A. & Bonifacino J.M. (Eds.). Flora Uruguaya: Flora Vascular del Uruguay. ISSN 3121-2050, V. 1.0.

description: Citable snapshot. Includes PDF and CSV of collections. Date: January 13th, 2026 at 16:54
DOI: 10.15468/dl.x7bx5u
title: Occurrence Download

description: A dataset containing 3121 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Specimen, Living Specimen, Occurrence evidence)",
 "Geometry POLYGON((106.19819 -5.7175,105.03508 -6.51887,105.25212 -7.54842,108.4465 -7.99363,110.62246 -8.41658,109.52613 -6.01245,106.19819 -5.7175))",
 "IucnRedListCategory is one of (CR, EN, VU, NT)",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 3121 records from 97 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001874-260119153935675/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2mrpt7
title: Occurrence Download

description: A dataset containing 6462 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Nereididae, Sabellidae, Syllidae, Serpulidae, Capitellidae, Spionidae, Cirratulidae, Balanidae, Caprellidae, Carcinidae, Cheluridae, Cymothoidae, Varunidae, Euphausiidae, Ischyroceridae, Corophiidae, Limnoriidae, Aoridae, Talitridae, Palaemonidae, Sphaeromatidae, Paranthuridae, Hyalidae, Penaeidae, Mastigiidae, Pseudodiaptomidae, Panopeidae, Mysidae)",
 "Geometry POLYGON ((33.925781 30.297018, 30.849609 30.221102, 36.738281 17.978733, 42.539063 11.867351, 46.054688 9.362353000000001, 53.613281 12.297068, 64.6875 21.616579, 66.269531 25.403585, 65.302734 29.993002, 50.976563 32.398516, 33.925781 30.297018))"
 ]
}

 The dataset includes 6462 records from 76 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001876-260119153935675/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8p3nfe
title: Occurrence Download

description: A dataset containing 200 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Pulicaria dysenterica, Pulicaria dysenterica, Inula dysenterica, Inula dysenterica)",
 "Geometry POLYGON ((8.643 46.99, 14.1 46.92, 14.43 50.75, 8.534 50.83, 8.643 46.99))",
 "Year is greater than or equal to 2010",
 "OccurrenceStatus is Present",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "CoordinateUncertaintyInMeters is less than or equal to 50",
 "BasisOfRecord is one of (Observation, Human Observation, Machine Observation, Material sample)"
 ]
}

 The dataset includes 200 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001877-260119153935675/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.31095190
title: <b>Nonlinear and Spatially Divergent Water Yield Responses to Climate Extremes: Evidence from the Yellow River Basin</b>

description: The nonlinear responses of wy to extreme climate indices in different climate zones.
DOI: 10.6084/m9.figshare.31095190.v1
title: <b>Nonlinear and Spatially Divergent Water Yield Responses to Climate Extremes: Evidence from the Yellow River Basin</b>

description: The nonlinear responses of wy to extreme climate indices in different climate zones.
DOI: 10.5281/zenodo.18309183
title: Senega duarteana (A.St.-Hil. & Moq.) J.F.B.Pastore. In: Marchesi E., Mailhos A. & Bonifacino J.M. (Eds.). Flora Uruguaya: Flora Vascular del Uruguay. ISSN 3121-2050, V. 1.0.

description: Citable snapshot. Includes PDF and CSV of collections. Date: January 13th, 2026 at 16:54
DOI: 10.5281/zenodo.18309182
title: Senega duarteana (A.St.-Hil. & Moq.) J.F.B.Pastore. In: Marchesi E., Mailhos A. & Bonifacino J.M. (Eds.). Flora Uruguaya: Flora Vascular del Uruguay. ISSN 3121-2050, V. 1.0.

description: Citable snapshot. Includes PDF and CSV of collections. Date: January 13th, 2026 at 16:54
DOI: 10.15468/dl.a58tqc
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{"type":"and","predicates":[{"type":"within","geometry":"POLYGON ((101.241 -2.125823, 101.170689 -2.131388, 101.102107 -2.147947, 101.036942 -2.175092, 100.976798 -2.212155, 100.923154 -2.258225, 100.877331 -2.312167, 100.840457 -2.372655, 100.813442 -2.438199, 100.79695 -2.507187, 100.79139 -2.57792, 100.796901 -2.648657, 100.813348 -2.717656, 100.840329 -2.783218, 100.87718 -2.843728, 100.922995 -2.897694, 100.976647 -2.943788, 101.036814 -2.980873, 101.102014 -3.008035, 101.17064 -3.024605, 101.241 -3.030174, 101.31136 -3.024605, 101.379986 -3.008035, 101.445186 -2.980873, 101.505353 -2.943788, 101.559005 -2.897694, 101.60482 -2.843728, 101.641671 -2.783218, 101.668652 -2.717656, 101.685099 -2.648657, 101.69061 -2.57792, 101.68505 -2.507187, 101.668558 -2.438199, 101.641543 -2.372655, 101.604669 -2.312167, 101.558846 -2.258225, 101.505202 -2.212155, 101.445058 -2.175092, 101.379893 -2.147947, 101.311311 -2.131388, 101.241 -2.125823))"},{"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/0001879-260119153935675/datasets/export for details.
DOI: 10.15468/dl.nqssk4
title: Occurrence Download

description: A dataset containing 5546 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Contacyphon padi",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 5546 records from 137 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001878-260119153935675/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18309150
title: Clean Ledger skeleton plus in class notes Accounting Curriculum lab 3

description: Today I built a clean, zero-entry ledger with the exact column structure required for transparency and auditability.
DOI: 10.5281/zenodo.18309149
title: Clean Ledger skeleton plus in class notes Accounting Curriculum lab 3

description: Today I built a clean, zero-entry ledger with the exact column structure required for transparency and auditability.
DOI: 10.5281/zenodo.18309189
title: Senega linoides (Poir.) J.F.B.Pastore. In: Marchesi E., Mailhos A. & Bonifacino J.M. (Eds.). Flora Uruguaya: Flora Vascular del Uruguay. ISSN 3121-2050, V. 1.0.

description: Citable snapshot. Includes PDF and CSV of collections. Date: January 13th, 2026 at 16:54
DOI: 10.5281/zenodo.18309188
title: Senega linoides (Poir.) J.F.B.Pastore. In: Marchesi E., Mailhos A. & Bonifacino J.M. (Eds.). Flora Uruguaya: Flora Vascular del Uruguay. ISSN 3121-2050, V. 1.0.

description: Citable snapshot. Includes PDF and CSV of collections. Date: January 13th, 2026 at 16:54
DOI: 10.15468/dl.x8fa6e
title: Occurrence Download

description: A dataset listing the 445 species recorded in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Specimen, Living Specimen, Occurrence evidence)",
 "Geometry POLYGON((106.19819 -5.7175,105.03508 -6.51887,105.25212 -7.54842,108.4465 -7.99363,110.62246 -8.41658,109.52613 -6.01245,106.19819 -5.7175))",
 "IucnRedListCategory is one of (CR, EN, VU, NT)",
 "OccurrenceStatus is Present"
 ]
}

 The dataset's 445 records were derived from 97 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001869-260119153935675/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ns9fx9
title: Occurrence Download

description: A dataset containing 1798 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Pulsatilla alpina, Pulsatilla alpina, Pulsatilla alpina, Anemone alpina, Anemone alpina)",
 "Geometry POLYGON ((8.643 46.99, 14.1 46.92, 14.43 50.75, 8.534 50.83, 8.643 46.99))",
 "Year is greater than or equal to 2010",
 "OccurrenceStatus is Present",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "CoordinateUncertaintyInMeters is less than or equal to 50",
 "BasisOfRecord is one of (Observation, Human Observation, Machine Observation, Material sample)"
 ]
}

 The dataset includes 1798 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001880-260119153935675/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qvxsz6
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{"type":"and","predicates":[{"type":"within","geometry":"POLYGON ((112.767 -2.111823, 112.696689 -2.117388, 112.628108 -2.133947, 112.562944 -2.161092, 112.5028 -2.198155, 112.449157 -2.244225, 112.403335 -2.298167, 112.366461 -2.358655, 112.339446 -2.424199, 112.322955 -2.493187, 112.317395 -2.563921, 112.322906 -2.634658, 112.339353 -2.703657, 112.366334 -2.769218, 112.403184 -2.829728, 112.448999 -2.883694, 112.50265 -2.929788, 112.562817 -2.966873, 112.628016 -2.994035, 112.696641 -3.010605, 112.767 -3.016174, 112.837359 -3.010605, 112.905984 -2.994035, 112.971183 -2.966873, 113.03135 -2.929788, 113.085001 -2.883694, 113.130816 -2.829728, 113.167666 -2.769218, 113.194647 -2.703657, 113.211094 -2.634658, 113.216605 -2.563921, 113.211045 -2.493187, 113.194554 -2.424199, 113.167539 -2.358655, 113.130665 -2.298167, 113.084843 -2.244225, 113.0312 -2.198155, 112.971056 -2.161092, 112.905892 -2.133947, 112.837311 -2.117388, 112.767 -2.111823))"},{"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/0001881-260119153935675/datasets/export for details.
DOI: 10.15468/dl.skj4ey
title: Occurrence Download

description: A dataset containing 1260 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Contacyphon palustris",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1260 records from 72 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001882-260119153935675/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.21227/z5zz-nw81
title: "Indexing Spatio-temporal Maritime Trajectories for Route Prediction"

description: "We introduce a maritime trajectory dataset specifically designed for trajectory prediction tasks. The dataset is built from AIS (Automatic Identification System) data, selected for its higher granularity compared to other ship trajectory sources. It comprises two region-specific sub-datasets: DMA, containing trajectories from waters near Denmark, and USA, containing trajectories from waters near the United States. The raw data is collected from data provided by Danish Maritime Authority (https:\/\/dma.dk\/safety-at-sea\/navigational-information\/ais-data) and the Office for Coastal Management (https:\/\/marinecadastre.gov\/ais\/)."
DOI: 10.5281/zenodo.18309157
title: SARS-CoV-2 Infektionen in Deutschland

description: Im Datensatz "SARS-CoV-2 Infektionen in Deutschland" des Robert Koch-Instituts werden die Daten basierend auf Meldungen zu SARS-CoV-2 Infektionen nach dem Infektionsschutzgesetz (IfSG) bereitgestellt. Darin enthalten sind Informationen auf Landkreisebene zu bestätigten Infektionen, Todesfällen und Genesungen, differenziert nach Altersgruppen und Geschlecht. Diese Daten dienen als Grundlage für epidemiologische Bewertungen und gesundheitspolitische Maßnahmen.
DOI: 10.21227/ccvc-e258
title: "Indexing Spatio-temporal Maritime Trajectories for Route Prediction"

description: "We introduce a maritime trajectory dataset specifically designed for trajectory prediction tasks. The dataset is built from AIS (Automatic Identification System) data, selected for its higher granularity compared to other ship trajectory sources. It comprises two region-specific sub-datasets: DMA, containing trajectories from waters near Denmark, and USA, containing trajectories from waters near the United States. The raw data is collected from data provided by Danish Maritime Authority (https:\/\/dma.dk\/safety-at-sea\/navigational-information\/ais-data) and the Office for Coastal Management (https:\/\/marinecadastre.gov\/ais\/)."
DOI: 10.21227/ty91-zq97
title: "Indexing Spatio-temporal Maritime Trajectories for Route Prediction"

description: "We introduce a maritime trajectory dataset specifically designed for trajectory prediction tasks. The dataset is built from AIS (Automatic Identification System) data, selected for its higher granularity compared to other ship trajectory sources. It comprises two region-specific sub-datasets: DMA, containing trajectories from waters near Denmark, and USA, containing trajectories from waters near the United States. The raw data is collected from data provided by Danish Maritime Authority (https:\/\/dma.dk\/safety-at-sea\/navigational-information\/ais-data) and the Office for Coastal Management (https:\/\/marinecadastre.gov\/ais\/)."
DOI: 10.15468/dl.twwvsv
title: Occurrence Download

description: A dataset containing 201 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Pulsatilla vernalis, Anemone vernalis)",
 "Geometry POLYGON ((8.643 46.99, 14.1 46.92, 14.43 50.75, 8.534 50.83, 8.643 46.99))",
 "Year is greater than or equal to 2010",
 "OccurrenceStatus is Present",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "CoordinateUncertaintyInMeters is less than or equal to 50",
 "BasisOfRecord is one of (Observation, Human Observation, Machine Observation, Material sample)"
 ]
}

 The dataset includes 201 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001883-260119153935675/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18309176
title: MEPWaste:A multimodal express packaging waste image dataset

description: Dataset Description

We construct a multimodal dataset of express packaging waste in unstructured conveyor-belt sorting environments, named MEPWaste (Multimodal Express Packaging Waste), which includes both RGB images and depth images, with a total of 4,528 synchronized RGB–depth paired samples (9,056 images). Data acquisition is conducted using an industrial high-resolution RGB camera and a depth camera mounted above a conveyor belt, triggered synchronously to ensure spatial–temporal alignment consistency between modalities.

The dataset covers ten representative categories of express packaging waste, including outer packaging (PaperBox, FileSealing, PlasticBag, WovenBag, FoamBox) and inner packaging (GasColumnBag, AirBag, EPEFoam, BubbleFilm, IceBag). Samples are collected under realistic sorting conditions characterized by material heterogeneity, deformable packaging, random stacking, and background interference, reflecting engineering-relevant operational disturbances.

To support occlusion-centric benchmarking, MEPWaste intentionally includes images under varying levels of stacking-induced occlusion (light occlusion, moderate occlusion, severe occlusion). Occlusion levels are curated based on the degree of visible-evidence loss caused by object overlap and partial coverage in conveyor-belt scenes. The dataset provides instance-level bounding-box annotations for all categories, enabling reproducible evaluation of multimodal detection methods under dense stacking and heavy occlusion.

As the related paper is currently under review, the dataset will remain temporarily confidential, and only partial data are disclosed here. The complete dataset and full benchmark protocol will be released once the article is accepted.

Usage Policy

If you plan to use our data in scientific research, we strongly recommend contacting us in advance to seek feedback on experimental design and benchmarking settings. Please consider acknowledging our contributions and citing the associated paper/dataset description. For substantial use of the dataset (e.g., building new benchmarks, releasing derivative annotations, or extending the dataset taxonomy), we encourage discussing potential collaboration and co-authorship in advance.