cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.16957423
title: FIShBOT Archive 2025-08-27

description: This dataset is a static snapshot of the FIShBOT data product before new data are aggregated. This version of fishbot is archived for reproducibility and is not updated. The data are aggregated from the FIShBOT system, which collects and processes oceanographic from fishery dependent and independent sources.
DOI: 10.15468/dl.xw4ssq
title: Occurrence Download

description: A dataset containing 63970 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Motacilla alba alba"
 ]
}

 The dataset includes 63970 records from 674 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000938-250424135625364/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fjx6dg
title: Occurrence Download

description: A dataset containing 160187 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-71.41179 -34.74682,-70.31929 -34.78449,-70.26389 -33.96456,-71.42065 -33.94019,-71.41179 -34.74682))",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 160187 records from 174 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003510-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.w6qene
title: Occurrence Download

description: A dataset containing 197160 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Mammalia",
 "Year is 1992"
 ]
}

 The dataset includes 197160 records from 680 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003580-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nrv63c
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Bromus secalinus L.",
 "Country is Bosnia and Herzegovina"
 ]
}

 The dataset includes 5 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009490-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6f6u5g
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Maulisia Parr, 1960",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((45.5755 -13.3048,45.7911 -12.8231,45.6061 -12.3752,45.0241 -12.1382,44.9648 -12.0572,44.9648 -13.45,45.02 -13.4845,45.5755 -13.3048))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009491-250525065834625/datasets/export for details.
DOI: 10.15468/dl.4hjpgq
title: Occurrence Download

description: A dataset containing 71094 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Capsella bursa-pastoris (L.) Medik.",
 "Country is United Kingdom of Great Britain and Northern Ireland"
 ]
}

 The dataset includes 71094 records from 147 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009469-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15489087
title: Nanostructured copper‑organic frameworks for the generation of sulphate radicals: application in wastewater disinfection Environ Sci Pollut Res2023_32
DOI: 10.5281/zenodo.15489088
title: Nanostructured copper‑organic frameworks for the generation of sulphate radicals: application in wastewater disinfection Environ Sci Pollut Res2023_32
DOI: 10.15468/dl.dkn82t
title: Occurrence Download

description: A dataset containing 1235 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Saxifraga granulata, Saxifraga granulata, Saxifraga granulata, Saxifraga granulata, Saxifraga granulata)",
 "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 1235 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002024-260119153935675/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gmcp2a
title: Occurrence Download

description: A dataset containing 613 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Dicranomyia distendens",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 613 records from 34 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002025-260119153935675/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18309719
title: Senna nana (Benth.) H.S.Irwin & Barneby. 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.18309720
title: Senna nana (Benth.) H.S.Irwin & Barneby. 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.srke8s
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{"type":"and","predicates":[{"type":"within","geometry":"POLYGON ((116.526 -1.930822, 116.455697 -1.936387, 116.387124 -1.952946, 116.321967 -1.980092, 116.261831 -2.017156, 116.208195 -2.063227, 116.162379 -2.11717, 116.125511 -2.177659, 116.098501 -2.243204, 116.082013 -2.312193, 116.076456 -2.382926, 116.081968 -2.453663, 116.098415 -2.522662, 116.125393 -2.588223, 116.162239 -2.648732, 116.208048 -2.702698, 116.261691 -2.748791, 116.321849 -2.785875, 116.387038 -2.813037, 116.455652 -2.829606, 116.526 -2.835175, 116.596348 -2.829606, 116.664962 -2.813037, 116.730151 -2.785875, 116.790309 -2.748791, 116.843952 -2.702698, 116.889761 -2.648732, 116.926607 -2.588223, 116.953585 -2.522662, 116.970032 -2.453663, 116.975544 -2.382926, 116.969987 -2.312193, 116.953499 -2.243204, 116.926489 -2.177659, 116.889621 -2.11717, 116.843805 -2.063227, 116.790169 -2.017156, 116.730033 -1.980092, 116.664876 -1.952946, 116.596303 -1.936387, 116.526 -1.930822))"},{"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/0002026-260119153935675/datasets/export for details.
DOI: 10.15468/dl.3nuzvn
title: Occurrence Download

description: A dataset containing 1615 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "OccurrenceStatus is Present",
 "TaxonKey is Acer pictum mono"
 ]
}

 The dataset includes 1615 records from 42 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002027-260119153935675/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4sxdax
title: Occurrence Download

description: A dataset containing 504 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Saxifraga moschata, Saxifraga moschata, Saxifraga moschata, Saxifraga moschata)",
 "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 504 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002028-260119153935675/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ez2k84
title: Occurrence Download

description: A dataset containing 59 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Dicranomyia handlirschi",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 59 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002030-260119153935675/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7dcyma
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{"type":"and","predicates":[{"type":"within","geometry":"POLYGON ((111.308 -1.929822, 111.237697 -1.935387, 111.169124 -1.951946, 111.103967 -1.979092, 111.043831 -2.016156, 110.990195 -2.062227, 110.944379 -2.11617, 110.907511 -2.176659, 110.880501 -2.242204, 110.864014 -2.311193, 110.858457 -2.381926, 110.863968 -2.452663, 110.880415 -2.521662, 110.907393 -2.587223, 110.944239 -2.647732, 110.990048 -2.701698, 111.043692 -2.747791, 111.103849 -2.784875, 111.169038 -2.812037, 111.237652 -2.828606, 111.308 -2.834175, 111.378348 -2.828606, 111.446962 -2.812037, 111.512151 -2.784875, 111.572308 -2.747791, 111.625952 -2.701698, 111.671761 -2.647732, 111.708607 -2.587223, 111.735585 -2.521662, 111.752032 -2.452663, 111.757543 -2.381926, 111.751986 -2.311193, 111.735499 -2.242204, 111.708489 -2.176659, 111.671621 -2.11617, 111.625805 -2.062227, 111.572169 -2.016156, 111.512033 -1.979092, 111.446876 -1.951946, 111.378303 -1.935387, 111.308 -1.929822))"},{"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/0002031-260119153935675/datasets/export for details.
DOI: 10.15468/dl.jaejtn
title: Occurrence Download

description: A dataset containing 52 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Saxifraga mutata)",
 "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 52 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002032-260119153935675/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xkznut
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{"type":"and","predicates":[{"type":"within","geometry":"POLYGON ((112.54 -1.928822, 112.469697 -1.934387, 112.401124 -1.950946, 112.335968 -1.978092, 112.275831 -2.015156, 112.222195 -2.061227, 112.176379 -2.11517, 112.139512 -2.175659, 112.112501 -2.241204, 112.096014 -2.310193, 112.090457 -2.380926, 112.095969 -2.451663, 112.112415 -2.520662, 112.139393 -2.586224, 112.17624 -2.646732, 112.222048 -2.700698, 112.275692 -2.746791, 112.335849 -2.783875, 112.401038 -2.811037, 112.469652 -2.827606, 112.54 -2.833175, 112.610348 -2.827606, 112.678962 -2.811037, 112.744151 -2.783875, 112.804308 -2.746791, 112.857952 -2.700698, 112.90376 -2.646732, 112.940607 -2.586224, 112.967585 -2.520662, 112.984031 -2.451663, 112.989543 -2.380926, 112.983986 -2.310193, 112.967499 -2.241204, 112.940488 -2.175659, 112.903621 -2.11517, 112.857805 -2.061227, 112.804169 -2.015156, 112.744032 -1.978092, 112.678876 -1.950946, 112.610303 -1.934387, 112.54 -1.928822))"},{"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/0002034-260119153935675/datasets/export for details.
DOI: 10.15468/dl.vz35e7
title: Occurrence Download

description: A dataset containing 214 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Dicranomyia hyalinata",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 214 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002033-260119153935675/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bwtcz5
title: Occurrence Download

description: A dataset containing 1537 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Saxifraga paniculata, Saxifraga paniculata, Saxifraga paniculata, Saxifraga paniculata, Saxifraga paniculata, Saxifraga paniculata, Saxifraga aizoon, Saxifraga aizoon, Saxifraga aizoon, Saxifraga aizoon, Saxifraga aizoonia)",
 "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 1537 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002035-260119153935675/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nu9ukv
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{"type":"and","predicates":[{"type":"within","geometry":"POLYGON ((111.79 -1.927822, 111.719697 -1.933387, 111.651124 -1.949946, 111.585968 -1.977092, 111.525831 -2.014156, 111.472195 -2.060227, 111.426379 -2.11417, 111.389512 -2.174659, 111.362502 -2.240204, 111.346014 -2.309193, 111.340457 -2.379926, 111.345969 -2.450663, 111.362415 -2.519662, 111.389393 -2.585224, 111.42624 -2.645732, 111.472049 -2.699698, 111.525692 -2.745791, 111.585849 -2.782875, 111.651038 -2.810037, 111.719652 -2.826606, 111.79 -2.832175, 111.860348 -2.826606, 111.928962 -2.810037, 111.994151 -2.782875, 112.054308 -2.745791, 112.107951 -2.699698, 112.15376 -2.645732, 112.190607 -2.585224, 112.217585 -2.519662, 112.234031 -2.450663, 112.239543 -2.379926, 112.233986 -2.309193, 112.217498 -2.240204, 112.190488 -2.174659, 112.153621 -2.11417, 112.107805 -2.060227, 112.054169 -2.014156, 111.994032 -1.977092, 111.928876 -1.949946, 111.860303 -1.933387, 111.79 -1.927822))"},{"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 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002036-260119153935675/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18259545
title: A Synchronized EEG–Behavioral Dataset of Skilled Shooters under Perceptual Constraints and Task-Induced Stress

description: Shooting is a complex motor skill that relies on the integration of neurocognitive and motor control, and its performance is significantly affected by perceptual constraints and task-induced stress. To date, no multimodal EEG dataset dedicated to shooting has been publicly available, limiting the reproducibility of related neural mechanism studies and algorithm development. We provide synchronized 32-channel EEG and seven behavioral metrics from 70 skilled male police cadets performing a simulated shooting task under two experimental designs: Experiment 1 (perceptual constraints): normal, noise (75 dB), and low-light (25 lux) conditions. Experiment 2 (task-induced stress): normal, long-distance (35 m), and hostage-rescue scenarios. Key features:32-channel EEG (Brain Products, 1 000 Hz, 10–20 layout) time-locked to millisecond-level trigger pulses. Seven behavioral variables from the MSH-1 precision shooting system: SCORE, SX, SY, COG, ATI, RTV, TIRE. Fully BIDS 1.8.0 compliant; compatible with EEGLAB, MNE-Python, FieldTrip. Raw (.edf) and preprocessed derivatives (filtered, ICA-cleaned, .mat) included. Sample & design 70 right-handed, healthy cadets (35 per experiment); within-subject 3-condition design; impedance < 10 kΩ; artifact rejection applied. Reuse See README.md (uploaded) for folder tree, variable dictionary, and code dependencies. License: CC BY 4.0. Cite DOI 10.5281/zenodo.18259545 and associated paper (under review). Funding NSFC 62006246, 82172058, 62376112, 81771926, 61763022; China Postdoc 2023M734315; Xi'an Youth Talent 959202413100.
DOI: 10.5281/zenodo.18259544
title: A Synchronized EEG–Behavioral Dataset of Skilled Shooters under Perceptual Constraints and Task-Induced Stress

description: Shooting is a complex motor skill that relies on the integration of neurocognitive and motor control, and its performance is significantly affected by perceptual constraints and task-induced stress. To date, no multimodal EEG dataset dedicated to shooting has been publicly available, limiting the reproducibility of related neural mechanism studies and algorithm development. We provide synchronized 32-channel EEG and seven behavioral metrics from 70 skilled male police cadets performing a simulated shooting task under two experimental designs: Experiment 1 (perceptual constraints): normal, noise (75 dB), and low-light (25 lux) conditions. Experiment 2 (task-induced stress): normal, long-distance (35 m), and hostage-rescue scenarios. Key features:32-channel EEG (Brain Products, 1 000 Hz, 10–20 layout) time-locked to millisecond-level trigger pulses. Seven behavioral variables from the MSH-1 precision shooting system: SCORE, SX, SY, COG, ATI, RTV, TIRE. Fully BIDS 1.8.0 compliant; compatible with EEGLAB, MNE-Python, FieldTrip. Raw (.edf) and preprocessed derivatives (filtered, ICA-cleaned, .mat) included. Sample & design 70 right-handed, healthy cadets (35 per experiment); within-subject 3-condition design; impedance < 10 kΩ; artifact rejection applied. Reuse See README.md (uploaded) for folder tree, variable dictionary, and code dependencies. License: CC BY 4.0. Cite DOI 10.5281/zenodo.18259545 and associated paper (under review). Funding NSFC 62006246, 82172058, 62376112, 81771926, 61763022; China Postdoc 2023M734315; Xi'an Youth Talent 959202413100.
DOI: 10.15468/dl.uq3mpt
title: Occurrence Download

description: A dataset containing 11389 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Panthera pardus"
 ]
}

 The dataset includes 11389 records from 173 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002037-260119153935675/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4ggq7n
title: Occurrence Download

description: A dataset containing 753 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Hong Kong",
 "TaxonKey is Scoliidae"
 ]
}

 The dataset includes 753 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002039-260119153935675/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18309687
title: SGUFT — Appendix W3 (VARCLOSE2) v1.2 — Variational-Closure Adjudication (evidence / only / summary bundles)

description: This record provides the reproducible artifacts for SGUFT Appendix W3 (VARCLOSE2).VARCLOSE2 implements an auditable PASS/FAIL adjudication for the variational-closure residual test under a fixed tolerance, and packages the resulting outputs together with integrity manifests and audit logs.

Contents

This record contains three ZIP bundles:





evidence pack: full reproducibility bundle with audit logs and integrity manifests




only pack: minimal reproducibility bundle (same core layout and outputs)




summary pack: public-facing summary outputs (CSV/JSON) with an integrity manifest



Integrity check

Each bundle includes manifest_sha256.json. After extraction, recompute SHA-256 hashes and compare them against the manifest entries.

Rebuild from the evidence pack

After extraction:







 



cd RUN_G_VAR_0002_VARCLOSE2/w3/varclose2
python build/extract_snapshots_varclose2.py
python build/build_varclose2_from_snapshots.py
python build/generate_varclose2_summary.py
python build/generate_manifest_audit.py



Upstream references

VARCLOSE2 is evaluated against provenance-locked upstream references (W1 and W2). Exact upstream identifiers are provided as DOI-only references in the associated appendix documentation.



File hashes (optional but recommended)





RUN_G_VAR_0002_VARCLOSE2_varclose2_evidence_pack_v1.2.zip





md5: 3c1ba06fe80ea243a396d3f51d788eb4




sha256: 86ddcc5606514a76098630341519d73bc0be9d1edd791f24a339b432b2a5d250






RUN_G_VAR_0002_VARCLOSE2_varclose2_only_pack_v1.2.zip





md5: 94e425663b609fab63fe234e6b107a50




sha256: 8773cef944db034d7169497418b9db27d1e93ff813044bd27b2387b288498892






W3_delivery_VARCLOSE2_summary_pack_v1.2.zip





md5: 2cfdb013a318a9a16dc0099bb1cf4a10




sha256: 21ce0050f587056ac5546d1eb8d0d8378ca2cb5654508f341561a3174a03451d