cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.25549/independent-c69-10569
title: Williams, Hubert, 1987 Nov. - 1991 May (3 of 4)

description: Williams, Hubert, 1987 November 4 - 1991 May 22 (3 of 4). PART OF A SERIES: The staff of Gibson, Dunn & Crutcher coordinated witness interviews and conducted an extensive review of complaints filed against LAPD officers. Included in the series are summaries of witness interviews, statistics and investigative reports related to citizen complaints, an analysis on adjudicated cases involving use-of-force complaints, reports regarding LAPD's recruitment of African American officers and community oriented policing, and an excerpt from Malcolm Sparrow's Beyond 9-1-1. Also included are materials related to the firm's work product, including attorney notes, work plans, memoranda, and drafts of chapters for the Commission report.
DOI: 10.25549/independent-c69-10310
title: Williams, Hubert, 1987 Nov. - 1991 May (1 of 4)

description: Williams, Hubert, 1987 November 4 - 1991 May 22 (1 of 4). PART OF A SERIES: The staff of Gibson, Dunn & Crutcher coordinated witness interviews and conducted an extensive review of complaints filed against LAPD officers. Included in the series are summaries of witness interviews, statistics and investigative reports related to citizen complaints, an analysis on adjudicated cases involving use-of-force complaints, reports regarding LAPD's recruitment of African American officers and community oriented policing, and an excerpt from Malcolm Sparrow's Beyond 9-1-1. Also included are materials related to the firm's work product, including attorney notes, work plans, memoranda, and drafts of chapters for the Commission report.
DOI: 10.15468/dl.pm5nrh
title: Occurrence Download

description: A dataset containing 3680 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Melanostigma atlanticum Koefoed, 1952"
 ]
}

 The dataset includes 3680 records from 40 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001275-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/independent-c69-34369
title: Claims (GX 14234 - GX 14635), 1987

description: Collection of claims filed against the LAPD with regards ranging from wrongful death to violation of civil rights, etc., 1987. PART OF A SERIES: The series includes materials related to the work product of Price Waterhouse, whose staff investigated citizen complaints and civil litigation claims involving the LAPD. Included are claims reports, claims analyses, card files, and arbitration reports; summaries of 83 selected civil litigation cases; materials from the personnel files of LAPD officers named in these cases, as well as documents listing their subsequent penalties; and statistics that break complaints down according to a variety of criteria, including race, gender, and police division.
DOI: 10.15468/dl.5capuv
title: Occurrence Download

description: A dataset containing 29671 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Saxifraga granulata Hook.f. & Thomson, 1857",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 29671 records from 171 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002461-150410134957023/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.54fuzv
title: Occurrence Download

description: A dataset containing 548 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "TaxonKey is Columnea consanguinea Hanst."
 ]
}

 The dataset includes 548 records from 36 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003781-240216155721649/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/independent-c69-34351
title: Claims (GX 14234 - GX 14635), 1987

description: Collection of claims filed against the LAPD with regards ranging from wrongful death to violation of civil rights, etc., 1987. PART OF A SERIES: The series includes materials related to the work product of Price Waterhouse, whose staff investigated citizen complaints and civil litigation claims involving the LAPD. Included are claims reports, claims analyses, card files, and arbitration reports; summaries of 83 selected civil litigation cases; materials from the personnel files of LAPD officers named in these cases, as well as documents listing their subsequent penalties; and statistics that break complaints down according to a variety of criteria, including race, gender, and police division.
DOI: 10.15468/dl.v7px8x
title: Occurrence Download

description: A dataset containing 897495 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Pinus canariensis C.Sm., Pinus cembra Thunb., Pinus halepensis Mill., Pinus mugo Turra, Pinus pinea Hablitz, Quercus frainetto Ten., Carpinus betulus L., Pipturus albidus (Hook. & Arn.) A.Gray ex H.Mann, Metrosideros polymorpha Gaudich., Myrsine sandwicensis A.DC., Porcelia mediocris N.A.Murray, Sterculia apeibophylla Ducke, Unonopsis floribunda Diels, Otoba glycycarpa (Ducke) W.A.Rodrigues & T.S.Jaram., Pentagonia spathicalyx K.Schum., Pouteria glomerata (Miq.) Radlk., Ficus maxima Mill., Metrodorea flavida K.Krause, Xylopia sericea A.St.-Hil., Inga cylindrica (Vell.) Mart., Byrsonima coriacea (Sw.) DC., Hieronyma oblonga (Tul.) Müll.Arg., Protium fimbriatum Swart, Sterculia colombiana Sprague, Chionanthus implicatus (Rusby) P.S.Green, Inga coriacea G.Don, Jacaranda copaia (Aubl.) D.Don, Pouteria cuspidata (A.DC.) Baehni, Tachigali polyphylla Poepp., Manilkara inundata (Ducke) Ducke, Sclerolobium bracteosum Harms, Virola sebifera Aubl., Iryanthera laevis Markgr., Schefflera morototoni (Aubl.) Maguire, Steyerm. & Frodin, Virola duckei A.C.Sm., Guarea gomma Pulle, Guarea kunthiana A.Juss., Perebea guianensis Aubl., Pourouma mollis Trécul, Pouteria guianensis Griseb., Rinorea guianensis (Aubl.) Kuntze, Couepia guianensis Aubl., Tapura singularis Ducke, Vochysia guianensis Aubl., Inga cayennensis Sagot ex Benth., Protium tenuifolium (Engl.) Engl., Protium trifoliolatum Engl., Sterculia pruriens (Aubl.) K.Schum., Tetragastris panamensis (Engl.) Kuntze, Pouteria caimito (Ruiz & Pav.) Radlk., Rinoreocarpus ulei (Melch.) Ducke)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 897495 records from 2601 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002642-240216155721649/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.13140/rg.2.2.35687.76969
title: NAAS journals 2024.pdf
DOI: 10.13140/rg.2.2.18016.39684
title: Boanerges: Makarios Education Journal, Vol.1 No.2 (2024)
DOI: 10.13140/rg.2.2.25834.43205
title: Cover of the Book 'Pliocene Hydrocarbon Sedimentary Series of Azerbaijan' Springer, 2024.pdf
DOI: 10.13140/rg.2.2.12178.16325
title: GLOBAL_ECONOMIC_UNCERTAINTY_AND_EXCHANGE_RATE_IN_NIGERIA_A_TODA_YAMAMOTO_APPROACH.pdf
DOI: 10.13140/rg.2.2.12732.55687
title: DIFFERENCES IN MOTIVATIONAL REGULATIONS WITH MALE AND FEMALE EXAMINERS THE THEORY OF SELF-DETERMINATION
DOI: 10.13140/rg.2.2.17659.02088
title: THE HOUSE FLY (MUSCA DOMESTICA L.) A.pdf
DOI: 10.13140/rg.2.2.20054.15685
title: Bridging the Gap: Implementing the Decentralized Archival Resource Key (dARK) - The Evolution from Proof of Concept to Service Implementation
DOI: 10.13140/rg.2.2.27335.00169
title: Derbot proposal
DOI: 10.13140/rg.2.2.26817.47209
title: Anesthesia in children
DOI: 10.13140/rg.2.2.33528.35845
title: Anesthesia in the elderly and emergency anesthesia
DOI: 10.13140/rg.2.2.35636.16006
title: How the Body Remembers a Traumatic Event: A Case Study from Somatic Experiencing Perspective
DOI: 10.13140/rg.2.2.34564.23685
title: Modeling Thermodynamic Properties of Black Holes: Analysis of Temperature Variations with Respect to Multiple Parameters
DOI: 10.13140/rg.2.2.20371.18725/1
title: Satellite Orbit Modeling (MATLAB code)
DOI: 10.13140/rg.2.2.20371.18725/2
title: Satellite Orbit Modeling (MATLAB code)
DOI: 10.82555/ffpny-dng95
title: JEFF-4.0 Evaluated Data: proton data

description: Evaluated data associated to JEFF-4.0 nuclear data library: proton data for 2855 nuclides.

The JEFF-4.0 sub-library for proton-induced reactions is the TENDL-2023 sub-library except for 288 stable nuclides for which a thorough review has been carried out comparing and selecting evaluations from TENDL-2023, JENDL-5 and ENDF/B-VIII.1 libraries. In addition, the PADF-2 activation data were integrated in the selected evaluations allowing for the best description of the available experimental data.
DOI: 10.82555/hmneq-tc542
title: JEFF-4.0 Evaluated Data: proton data

description: Evaluated data associated to JEFF-4.0 nuclear data library: proton data for 2855 nuclides.

The JEFF-4.0 sub-library for proton-induced reactions is the TENDL-2023 sub-library except for 288 stable nuclides for which a thorough review has been carried out comparing and selecting evaluations from TENDL-2023, JENDL-5 and ENDF/B-VIII.1 libraries. In addition, the PADF-2 activation data were integrated in the selected evaluations allowing for the best description of the available experimental data.
DOI: 10.13140/rg.2.2.11747.05920
title: MODÉLISATION DE L'ESSAI PRESSIOMÉTRIQUE MÉNARD POUR UNE INTERPRÉTATION AUTOMATIQUE. MODELING AND AUTOMATIC ANALYSIS OF A MÉNARD PRESSUREMETER TEST.
DOI: 10.5281/zenodo.17407384
title: Supporting Datasets for "Experimental and computational study of the crystal packing of isoelectronic  4,11-diaza[5]helicene and 4,7,8,11-tetraaza[5]helicene"

description:  

The archive contains data of 4,11-diaza[5]helicene and 4,7,8,11-tetraaza[5]helicene obtained with the following software:

- "Symmetry-Constrained Monte Carlo" program for crystal structure prediction (https://sites.unimi.it/xtal_chem_group/index.php/research/33-sc-mc)

- "MiCMoS v2.4" software for molecular dynamics (https://Sites.Unimi.It/Xtal_chem_group/Index.Php/Research/5-Micmos)

 

Data list:

 

Folder "CSP":

- Crystal Structure prediction outcomes

- Molecular dynamics trajectories and files for best promising structures

 

Folder "MD_expt_structures": 

- MD trajectories for crystal structures of 4,11-diaza[5]helicene and 4,7,8,11-tetraaza[5]helicene.

 

*** See Readme.txt file within the archive for more details.

 

 

Macetti G, Fontana F, Panigati M, Rizzo S, Vacchini M, Sironi L, Lo Presti L

(2025) Experimental and computational study of the crystal packing of isoelectronic 

4,11-diaza[5]helicene and 4,7,8,11-tetraaza[5]helicene. Structural Chemistry. 

Submitted
DOI: 10.5281/zenodo.17407385
title: Supporting Datasets for "Experimental and computational study of the crystal packing of isoelectronic  4,11-diaza[5]helicene and 4,7,8,11-tetraaza[5]helicene"

description:  

The archive contains data of 4,11-diaza[5]helicene and 4,7,8,11-tetraaza[5]helicene obtained with the following software:

- "Symmetry-Constrained Monte Carlo" program for crystal structure prediction (https://sites.unimi.it/xtal_chem_group/index.php/research/33-sc-mc)

- "MiCMoS v2.4" software for molecular dynamics (https://Sites.Unimi.It/Xtal_chem_group/Index.Php/Research/5-Micmos)

 

Data list:

 

Folder "CSP":

- Crystal Structure prediction outcomes

- Molecular dynamics trajectories and files for best promising structures

 

Folder "MD_expt_structures": 

- MD trajectories for crystal structures of 4,11-diaza[5]helicene and 4,7,8,11-tetraaza[5]helicene.

 

*** See Readme.txt file within the archive for more details.

 

 

Macetti G, Fontana F, Panigati M, Rizzo S, Vacchini M, Sironi L, Lo Presti L

(2025) Experimental and computational study of the crystal packing of isoelectronic 

4,11-diaza[5]helicene and 4,7,8,11-tetraaza[5]helicene. Structural Chemistry. 

Submitted
DOI: 10.13140/rg.2.2.24324.64641
title: Drones and Robots in Warfare
DOI: 10.13140/rg.2.2.21939.13602
title: Predicted Biological Activity Spectrum for alpha-Terpinyl acetate
DOI: 10.13140/rg.2.2.36409.48480/1
title: 北京南—济南西需求数据
DOI: 10.13140/rg.2.2.29279.16802
title: cold season public area
DOI: 10.13140/rg.2.2.16788.00646
title: BoardingPass MyNameOnMars2020
DOI: 10.13140/rg.2.2.20562.88005
title: Comprehensive Guide to Microsurgical Techniques in Rodents: Blood Pressure, Pressure-Volume, Perivascular Transit-Time Blood Flow Measurement, and basic microvascular anastomotic techniques
DOI: 10.13140/rg.2.2.26959.19366
title: The Evolution of Trauma Care Reducing Morbidity and Mortality
DOI: 10.13140/rg.2.2.30393.28008
title: XVII. RÚBRICAS DE PREDEFENSA PROYECTO DE INVESTIGACIÓN RÚBRICA DE PREDEFENSA -CARRERA DE PRODUCCIÓN MUSICAL
DOI: 10.13140/rg.2.2.15608.35846
title: Internal Examiner for a PhD thesis - 07/06/2023
DOI: 10.15468/dl.brwch8
title: Occurrence Download

description: A dataset containing 54 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Sus scrofa",
 "HasCoordinate is true",
 "Country is Ireland"
 ]
}

 The dataset includes 54 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049337-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.13140/rg.2.2.20012.37768
title: Ph del suelo
DOI: 10.13140/rg.2.2.12410.20169
title: Navigating Migraine Therapies From Triptans to Monoclonal Antibodies
DOI: 10.13140/rg.2.2.23842.13760
title: Moluscos ibéricos. Material docente: Acteon tornatilis
DOI: 10.13140/rg.2.2.28927.73125
title: Mechanisms of Glycosylation on DNA and its Impact on Gene Expression Overview of DNA Glycosylation Mechanisms How Glycosylation Affects DNA Function and Gene Expression
DOI: 10.13140/rg.2.2.17209.89442
title: External Examiner for an M.A. Thesis-16-5-2024
DOI: 10.13140/rg.2.2.33777.39520
title: Comparative Analysis of Volatile Anesthetics
DOI: 10.13140/rg.2.2.18402.64966
title: MAPSOLAR
DOI: 10.13140/rg.2.2.34301.68326
title: Basic SMART pred R shiny web application for Machine learning and Deep learning tasks
DOI: 10.13140/rg.2.2.28364.12163
title: Las familias más ricas del mundo (2025)
DOI: 10.13140/rg.2.2.18350.22087
title: MD MC data
DOI: 10.15468/dl.rnshrm
title: Occurrence Download

description: A dataset containing 1684 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Sus scrofa",
 "HasCoordinate is true",
 "Country is United Kingdom of Great Britain and Northern Ireland"
 ]
}

 The dataset includes 1684 records from 30 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049336-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.txm2xx
title: Occurrence Download

description: A dataset containing 1258959 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lauraceae"
 ]
}

 The dataset includes 1258959 records from 2761 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049299-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15147342
title: UAV Canyelles Vineyard Dataset 2024-07-03

description: The dataset includes the following components:



RGB: contains 382 RGB images captured using a DJI Mavic 3M UAV. The images are stored in JPG format, with metadata that includes location information, camera settings and capture dates.

SHAPE: contains the shape file used in Metashape Agisoft to crop the point cloud, orthomosaics and DEM, ensuring a clear visualization of the vineyard rows.

POINTCLOUDS: includes both the raw and cropped pointclouds in RGB, NIR, G, RE, R and NDVI. All of them were processed using Metashape Agisoft and stored in XYZ format (.txt).

ORTHOMOSAICS: includes the original and cropped orthomosaics in RGB, NIR, G, RE, R and NDVI. All of them were generated using Metashape Agisoft and are in TIF format.

DEM: contains the original and cropped DEM images, also processed using Metashape Agisoft, and stored in TIF format.


This data is aligned with the rest of UAV Canyelles Vineyard Datasets uploaded by Noumena (UC1), so different orthomosaics / pointclouds / DEM of different dates can be analyzed jointly for cropped and uncropped files. 

Data collection took place on July 3rd, 2024, in Canyelles, Catalonia, Spain. The UAV was flown at an altitude of 20 meters, ensuring sufficient frontal and side overlap between images.
DOI: 10.5281/zenodo.15147343
title: UAV Canyelles Vineyard Dataset 2024-07-03

description: The dataset includes the following components:



RGB: contains 382 RGB images captured using a DJI Mavic 3M UAV. The images are stored in JPG format, with metadata that includes location information, camera settings and capture dates.

SHAPE: contains the shape file used in Metashape Agisoft to crop the point cloud, orthomosaics and DEM, ensuring a clear visualization of the vineyard rows.

POINTCLOUDS: includes both the raw and cropped pointclouds in RGB, NIR, G, RE, R and NDVI. All of them were processed using Metashape Agisoft and stored in XYZ format (.txt).

ORTHOMOSAICS: includes the original and cropped orthomosaics in RGB, NIR, G, RE, R and NDVI. All of them were generated using Metashape Agisoft and are in TIF format.

DEM: contains the original and cropped DEM images, also processed using Metashape Agisoft, and stored in TIF format.


This data is aligned with the rest of UAV Canyelles Vineyard Datasets uploaded by Noumena (UC1), so different orthomosaics / pointclouds / DEM of different dates can be analyzed jointly for cropped and uncropped files. 

Data collection took place on July 3rd, 2024, in Canyelles, Catalonia, Spain. The UAV was flown at an altitude of 20 meters, ensuring sufficient frontal and side overlap between images.
DOI: 10.21410/7e4/sc1qsw
title: Le baromètre de suivi de l'environnement IFEN-OIP 1994

description: En 1992, la percée de l’écologie politique aux élections régionales illustre à quel point la défense de l’environnement représente un enjeu grandissant pour les électeurs. Dans ce contexte, l’Institut Français de l’environnement (IFEN) et l'Observatoire Interrégional du Politique (OIP) ont souhaité évaluer - lors d’une première vague en 1993, 1994 puis en 2000 et 2001- l'attachement de l'opinion publique aux thématiques environnementales. Les enquêtes IFEN sont conduites dans 19 régions et portent sur des échantillons importants (plus de 13 000 individus). Elles permettent ainsi d’identifier les acteurs à qui les Français accordent leur confiance pour prendre en compte la préoccupation environnementale ; de mesurer l’impact des politiques d’environnement sur le niveau d’inquiétude des Français ou encore d’analyser le jugement des Français sur les propositions faites en matière d’environnement. En effet, la diffusion de la sensibilité environnementale dans l'opinion va bien au-delà du cercle des sympathisants de l'écologie politique. Ces quatre enquêtes IFEN illustrent un niveau d’inquiétude élevé concernant les dangers qui menacent l’environnement et par conséquent l’apparition d’un civisme environnemental grandissant. In 1992, the breakthrough of political ecology in the regional elections illustrated the extent to which protection of the environment represented a growing priority for voters. In this context, the French Institute for the Environment (IFEN) and the Interregional Political Observatory (OIP) sought to assess – through a first wave in 1993, 1994, then in 2000 and 2001 – the strength of public opinion on environmental topics. The IFEN surveys were conducted in 19 regions and involved large samples (more than 13,000 individuals). They therefore made it possible to identify the actors whom the French trusted to take environmental concerns into account, to measure the impact of environmental policies on the French public’s level of concern, or to analyse the French public’s judgement of political proposals relating to the environment. Indeed, the spread of environmental awareness in public opinion goes well beyond the circle of adherents to political ecology. These four IFEN studies illustrate a high level of concern over the dangers threatening the environment and therefore the emergence of growing civic involvement in environmental issues.
DOI: 10.21410/7e4/sc1qsw/1sffhr
title: cdsp_ifen_oip1994-1.tab

description: :unav
DOI: 10.21410/7e4/sc1qsw/3fnx5n
title: Ponderation_OIP.pdf

description: :unav
DOI: 10.21410/7e4/sc1qsw/4vkuvx
title: fr.cdsp.ddi.barometre.environnement.ifen.oip.1994-ddi25.xml

description: :unav
DOI: 10.21410/7e4/sc1qsw/8alhic
title: readme.txt
DOI: 10.21410/7e4/sc1qsw/9mwboe
title: fr.cdsp.ddi.ifen_oip1994.csv.zip

description: :unav
DOI: 10.21410/7e4/sc1qsw/agzmky
title: fr.cdsp.ddi.barometre.environnement.ifen.oip.1994-ddi25.xml

description: :unav
DOI: 10.21410/7e4/sc1qsw/byfgqr
title: cdsp_ifen_oip1994.sas.zip

description: :unav
DOI: 10.21410/7e4/sc1qsw/ct1by8
title: cdsp_ifen_oip1994.csv.zip

description: :unav
DOI: 10.21410/7e4/sc1qsw/fvkpz2
title: cdsp_ifen_oip1994.tab

description: :unav
DOI: 10.21410/7e4/sc1qsw/nts03o
title: fr.cdsp.ddi.ifen_oip1994.tab

description: :unav
DOI: 10.21410/7e4/sc1qsw/rujbss
title: Questionnaire_IFEN_OIP_1994.pdf

description: :unav
DOI: 10.21410/7e4/sc1qsw/v35ytw
title: Documentation_IFEN_OIP_1994.pdf

description: :unav
DOI: 10.21410/7e4/sc1qsw/v8bnbz
title: fr.cdsp.ddi.ifen_oip1994-1.tab

description: :unav
DOI: 10.21410/7e4/sc1qsw/xm8vgx
title: fr.cdsp.ddi.ifen_oip1994.sas.zip

description: :unav
DOI: 10.5281/zenodo.15742848
title: Ampulheta Cosmocósmica
DOI: 10.15468/dl.bk4fe7
title: Occurrence Download

description: A dataset containing 152372 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Hordeum murinum)",
 "Year is greater than or equal to 2000",
 "Year is less than or equal to 2025",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 152372 records from 1404 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0072597-251120083545085/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.29091194
title: Genome Assembly and Annotation of <i>Brassica juncea</i> var. <i>tumida</i> (YAXY) and GWAS-Related Figures

description: <b>Data Overview：</b>A chromosome-scale genome assembly and functional annotation of <i>Brassica juncea</i> var. <i>tumida</i> (cultivar code: YAXY) are provided in this dataset. These resources offer essential genomic support for genetic improvement and evolutionary studies of this important industrial pickling crop.<b>Genome Assembly：</b>The chromosome-scale genome assembly was generated by integrating multi-platform datasets, including Illumina NovaSeq 6000 short reads (137.01× coverage), PacBio Sequel II long reads (113.89×), Bionano Saphyr optical maps (158.77×), and Hi-C data (106.55×) (Table S1). The final assembly totaled 909.10 Mb, showed an estimated heterozygosity of 0.39%, and reached a scaffold N50 of 57.77 Mb.<b>Genome Annotation：</b>Protein-coding genes, non-coding RNAs, and repetitive elements were annotated based on homology-based approaches and transcriptome-supported evidence.<br><b>GWAS：</b>This dataset also includes figures generated from genome-wide association studies (GWAS) of <i>Brassica juncea</i> var. <i>tumida</i>, providing visual summaries of population-level association analyses.<br>