cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.28695578.v1
title: Divergence among species with “good competitor” and “good cultivator” strategies promotes invasional meltdown

description: The file " 2025_Li_et_al._Data Archive" provides the scripts and data used to conduct the analyses in Li et al., "Divergence among species with “good competitor” and “good cultivator” strategies promotes invasional meltdown" (2025). It contains fout R script files ("Script1-Ranking Competitor Score, Cultivator Score and Figure 3", "Script1.1 -Correlation between Competitor Score and Cultivator Score", "Script 1.2-Supplementary Table 6", "Script2-Correlation between Strategic Divergence and Invasion Outcome", "Script 3-Idenfication of Key Microbial Genera for Invasional Meltdown", "Script 4_Figure 5 Regression analysis") and 18 data tables ("RawData1-Single-species Invasion Dataset.xlsx ", "RawData2-Co-invasion Dataset.xlsx", "RawData3-Invader Biomass Changed by Co-invasion.xlsx", "RawData4-Strategic Divergence Calculation.xlsx" and "Data1-Competition Index-Sterilized.csv", "Data2-Competitor Score for Invasive Species-Sterilized.csv", "Data3-OTU Dataset-Genus Level-Rarified.csv", "Data4-Distance Dataset-Genus Level.csv", "Data5-Cultivator Score for Invasive Species-Live.csv", "C Invasive biomass.xlsx", "DataSITable6-Sterilization and unsterilization biomass", "DEF Co-invasion Dataset.xlsx", "Data6-Strategic Divergence and Co-invasion Outcome.xlsx", "Data7-Microbial Transcripts Per Million-Genus Level.csv", "Data8-Invader Biomass and Competition Index-Single Invasion.csv", "Data9-Count of Increased Invasion-facilitating Microbial Classes.csv", "Data10-Count of decreased Invasion-inhibiting Microbial Classes.csv", "Fig.5 B Regression analysis.xlsx").The names of the codes and data indicate the functions and sources of the codes and data. However, it is worth noting that among the 17 datasets, there are 4 raw data, 10 calculated data, and 3 further extracted data for plotting. Among them, C Invasive biomass.xlsx, DEF Co-invasion Dataset.xlsx and Fig.5 B Regression analysis.xlsx are used for plotting.
DOI: 10.17026/ar/rpjb4w
title: PAN-00162262 - Roman signet ring of sphendone form

description: &lt;p&gt;This find is registered at Portable Antiquities of the Netherlands with number PAN-00162262&lt;/p&gt;
description: Modified: 2025-06-12T16:55:57+02:00
DOI: 10.17632/zr8nrhyn6y
title: MIAT-DHX9 spatiotemporal expression drives venous neointimal hyperplasia through nucleolar homeostasis and mitotic progression

description: Mass spectrometry data of paper "MIAT-DHX9 spatiotemporal expression drives venous neointimal hyperplasia through nucleolar homeostasis and mitotic progression" which is published in the journal CELL REPORT
DOI: 10.17632/zr8nrhyn6y.1
title: MIAT-DHX9 spatiotemporal expression drives venous neointimal hyperplasia through nucleolar homeostasis and mitotic progression

description: Mass spectrometry data of paper "MIAT-DHX9 spatiotemporal expression drives venous neointimal hyperplasia through nucleolar homeostasis and mitotic progression" which is published in the journal CELL REPORT
DOI: 10.15468/dl.7vamd2
title: Occurrence Download

description: A dataset containing 236 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Nicotiana sylvestris",
 "Country is United States of America",
 "HasCoordinate is true"
 ]
}

 The dataset includes 236 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016068-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/gc65687bdh.1
title: Mouse vascular cell flow cytometry data (E13.5 and E18.5 brain and spinal cord)

description: Flow cytometry data of primary endothelial and mural cells isolated from E13.5 and E18.5 mouse brain and spinal cord.
DOI: 10.17632/tt3hz8w3t6.1
title: DATASET RCA-PPF

description: DATASET RCA-PPF-CS-TS-UPV-WA
DOI: 10.6084/m9.figshare.30209806
title: Fresh Frozen Mouse Brain (Tiny Subset) from the 10X Genomics Xenium Explorer demo dataset

description: The dataset is the Fresh Frozen Mouse Brain (Tiny Subset) from the 10X Genomics Xenium Explorer demo dataset (https://www.10xgenomics.com/datasets/fresh-frozen-mouse-brain-for-xenium-explorer-demo-1-standard).This Tiny Subset contains the cortex and hippocampus of one hemisphere from a full coronal section of a C57BL/6 mouse brain. The tissue was processed using the Xenium In Situ for Fresh Frozen Tissues workflow with the Mouse Brain Gene Expression Panel v1.The smaller file size of the Tiny Subset makes it ideal for rapid demonstrations, tutorials, and testing segmentation workflows.According to the original Xenium Ranger processing, the dataset includes:<br>36,602 cells detected211 median transcripts per cell9,447,344/9,449,088 high-quality decoded transcriptsTo download the dataset, run:```wgethttps://cf.10xgenomics.com/samples/xenium/1.0.2/Xenium_V1_FF_Mouse_Brain_Coronal_Subset_CTX_HP/Xenium_V1_FF_Mouse_Brain_Coronal_Subset_CTX_HP_outs.zipunzip Xenium_V1_FF_Mouse_Brain_Coronal_Subset_CTX_HP_outs.zip```
DOI: 10.6084/m9.figshare.30209806.v1
title: Fresh Frozen Mouse Brain (Tiny Subset) from the 10X Genomics Xenium Explorer demo dataset

description: The dataset is the Fresh Frozen Mouse Brain (Tiny Subset) from the 10X Genomics Xenium Explorer demo dataset (https://www.10xgenomics.com/datasets/fresh-frozen-mouse-brain-for-xenium-explorer-demo-1-standard).This Tiny Subset contains the cortex and hippocampus of one hemisphere from a full coronal section of a C57BL/6 mouse brain. The tissue was processed using the Xenium In Situ for Fresh Frozen Tissues workflow with the Mouse Brain Gene Expression Panel v1.The smaller file size of the Tiny Subset makes it ideal for rapid demonstrations, tutorials, and testing segmentation workflows.According to the original Xenium Ranger processing, the dataset includes:<br>36,602 cells detected211 median transcripts per cell9,447,344/9,449,088 high-quality decoded transcriptsTo download the dataset, run:```wgethttps://cf.10xgenomics.com/samples/xenium/1.0.2/Xenium_V1_FF_Mouse_Brain_Coronal_Subset_CTX_HP/Xenium_V1_FF_Mouse_Brain_Coronal_Subset_CTX_HP_outs.zipunzip Xenium_V1_FF_Mouse_Brain_Coronal_Subset_CTX_HP_outs.zip```
DOI: 10.5281/zenodo.17202001
title: amazon-reviews

description: The amazon-reviews network is a hypergraph where hyperedges are sets of product reviews on Amazon, as collected by Jianmo Ni, Jiacheng Li, and Julian McAuley (specifically, we use the collection of 5-core datasets). Nodes are labeled by their product categories.

Find the dataset details in AHORN.
DOI: 10.5281/zenodo.17202002
title: amazon-reviews

description: The amazon-reviews network is a hypergraph where hyperedges are sets of product reviews on Amazon, as collected by Jianmo Ni, Jiacheng Li, and Julian McAuley (specifically, we use the collection of 5-core datasets). Nodes are labeled by their product categories.

Find the dataset details in AHORN.
DOI: 10.17026/ar/fxduhu
title: PAN-00172283 - caulking

description: &lt;p&gt;This find is registered at Portable Antiquities of the Netherlands with number PAN-00172283&lt;/p&gt;
description: Modified: 2025-06-13T11:31:28+02:00
DOI: 10.5281/zenodo.17201974
title: Forensic Evidence Archive — Positron · ISKORKA (Aug–Sep 2025)

description: Forensic Evidence Archive — Positron · ISKORKA (Aug–Sep 2025)

Abstract :

This deposit contains a curated forensic evidence package documenting targeted incidents affecting the Positron · ISKORKA project between August and September 2025. The package provides a verifiable public record (redacted where necessary) for independent review, audit, and legal proceedings. Sensitive defensive implementations and private keys have been intentionally excluded from the public deposit and are retained in a secure archive for transfer to law enforcement and legal counsel upon request.

 

Background & Purpose:

Between Aug–Sep 2025 the project observed repeated, coordinated operations impacting research integrity, session continuity, file exports and package supply chains. This deposit aims to: (1) preserve evidentiary artifacts in a verifiable form; (2) provide transparency for independent verification; (3) support legal and administrative actions. The public package intentionally omits operational countermeasures and other sensitive material to avoid leaking defensive capabilities.

Contents of this public deposit:

evidence_report.docx — Full Forensic Evidence Report (narrative, timeline, and analysis).

 

archive_index.csv — Chronology index of public artifacts (timestamp, filename, SHA-256).

raw_logs/ — Redacted logs (PII and internal defensive details removed).

screenshots/ — UI evidence and export error captures.

mitigations_summary.pdf — High-level mitigation summary (no implementation details).

legal_notice.txt — Copy of formal legal notice submitted to the service provider.

integrity_manifest.sha256 — SHA-256 digests for all public files to enable verification.

How to verify integrity:

All public files include SHA-256 digests listed in integrity_manifest.sha256. To verify locally, run:

sha256sum -c integrity_manifest.sha256

Successful verification ensures the public deposit has not been altered since publication.

Redaction & privacy note:

Sensitive artifacts (private keys, voiceprints, full defensive code, unredacted PII) were removed prior to publication. The full raw archive is retained in encrypted form and will be transmitted only to authorized law enforcement or legal counsel under secure channels.

Legal & reporting context:

This deposit accompanies formal legal notices and preservation requests submitted to relevant authorities (consumer protection, law enforcement). Publication is made in accordance with the author’s rights and applicable EU/German law regarding reporting

of security incidents and evidence preservation.

Maksym Marnov (Alchimist)
DOI: 10.5281/zenodo.17201975
title: Forensic Evidence Archive — Positron · ISKORKA (Aug–Sep 2025)

description: Forensic Evidence Archive — Positron · ISKORKA (Aug–Sep 2025)

Abstract :

This deposit contains a curated forensic evidence package documenting targeted incidents affecting the Positron · ISKORKA project between August and September 2025. The package provides a verifiable public record (redacted where necessary) for independent review, audit, and legal proceedings. Sensitive defensive implementations and private keys have been intentionally excluded from the public deposit and are retained in a secure archive for transfer to law enforcement and legal counsel upon request.

 

Background & Purpose:

Between Aug–Sep 2025 the project observed repeated, coordinated operations impacting research integrity, session continuity, file exports and package supply chains. This deposit aims to: (1) preserve evidentiary artifacts in a verifiable form; (2) provide transparency for independent verification; (3) support legal and administrative actions. The public package intentionally omits operational countermeasures and other sensitive material to avoid leaking defensive capabilities.

Contents of this public deposit:

evidence_report.docx — Full Forensic Evidence Report (narrative, timeline, and analysis).

 

archive_index.csv — Chronology index of public artifacts (timestamp, filename, SHA-256).

raw_logs/ — Redacted logs (PII and internal defensive details removed).

screenshots/ — UI evidence and export error captures.

mitigations_summary.pdf — High-level mitigation summary (no implementation details).

legal_notice.txt — Copy of formal legal notice submitted to the service provider.

integrity_manifest.sha256 — SHA-256 digests for all public files to enable verification.

How to verify integrity:

All public files include SHA-256 digests listed in integrity_manifest.sha256. To verify locally, run:

sha256sum -c integrity_manifest.sha256

Successful verification ensures the public deposit has not been altered since publication.

Redaction & privacy note:

Sensitive artifacts (private keys, voiceprints, full defensive code, unredacted PII) were removed prior to publication. The full raw archive is retained in encrypted form and will be transmitted only to authorized law enforcement or legal counsel under secure channels.

Legal & reporting context:

This deposit accompanies formal legal notices and preservation requests submitted to relevant authorities (consumer protection, law enforcement). Publication is made in accordance with the author’s rights and applicable EU/German law regarding reporting

of security incidents and evidence preservation.

Maksym Marnov (Alchimist)
DOI: 10.17026/ar/opdfmy
title: PAN-00172116 - gesinteld mosbreeuwsel

description: &lt;p&gt;This find is registered at Portable Antiquities of the Netherlands with number PAN-00172116&lt;/p&gt;
description: Modified: 2025-06-13T12:26:50+02:00
DOI: 10.17632/8vw8p4m84k
title: Data Religius Country

description: Data artikel religius country
DOI: 10.17632/8vw8p4m84k.1
title: Data Religius Country

description: Data artikel religius country
DOI: 10.17632/trdyp8krc7
title: Cantaloupe floral datasets

description: This dataset is used for the "CFNet: Advancing Automated Pollination with YOLOv8-Based Cantaloupe Floral Detection" article, the partition is divided into 3 parts: train, valid and test. 
Train: 651 images with label, Valid: 60 images with label and Test: 32 images.
DOI: 10.17632/trdyp8krc7.1
title: Cantaloupe floral datasets

description: This dataset is used for the "CFNet: Advancing Automated Pollination with YOLOv8-Based Cantaloupe Floral Detection" article, the partition is divided into 3 parts: train, valid and test. 
Train: 651 images with label, Valid: 60 images with label and Test: 32 images.
DOI: 10.17632/84kw434fpm
title: The Chesapeake Bay in the United States

description: The Chesapeake Bay in the United States
DOI: 10.17632/84kw434fpm.1
title: The Chesapeake Bay in the United States

description: The Chesapeake Bay in the United States
DOI: 10.17026/ar/gxbfbq
title: PAN-00006334 - coin/coin-related, Constantinus I (306-337), voor Constantius II, nummus

description: &lt;p&gt;This find is registered at Portable Antiquities of the Netherlands with number PAN-00006334&lt;/p&gt;
description: Modified: 2025-05-26T08:14:18+02:00
DOI: 10.17632/4snkm43drx
title: Interconnectedness and Systemic Risk in Financial Networks: Fresh Evidence from India

description: It has the dataset used in the paper and codes for generating tables and figures
DOI: 10.17632/4snkm43drx.2
title: Interconnectedness and Systemic Risk in Financial Networks: Fresh Evidence from India

description: It has the dataset used in the paper and codes for generating tables and figures
DOI: 10.17632/v2w6z6rjny.1
title: Claim Data

description: The dataset contains two primary components: (i) Hemodialysis claims and (ii) Chemotherapy claims. Each dataset includes monthly records of hospital tariffs and insurance claim reimbursements. The period spans January 2021 through May 2024.
DOI: 10.17632/zwr4ntf94j
title: Brain Tumor MRI Dataset (Glioma, Meningioma, Pituitary, No Tumor)

description: This dataset contains 12,064 pre-processed T1-weighted contrast-enhanced MRI brain images, categorized into four classes: Glioma, Meningioma, Pituitary, and No Tumor.
The dataset is split into 80% training data and 20% testing data. Images are organized into subfolders by class.
It is suitable for machine learning and deep learning research in brain tumor classification, tumor detection, and computer-aided diagnosis.
DOI: 10.17632/zwr4ntf94j.5
title: Brain Tumor MRI Dataset (Glioma, Meningioma, Pituitary, No Tumor)

description: This dataset contains 12,064 pre-processed T1-weighted contrast-enhanced MRI brain images, categorized into four classes: Glioma, Meningioma, Pituitary, and No Tumor.
The dataset is split into 80% training data and 20% testing data. Images are organized into subfolders by class.
It is suitable for machine learning and deep learning research in brain tumor classification, tumor detection, and computer-aided diagnosis.
DOI: 10.17026/ar/rmbvbg
title: PAN-00085838 - stone net sinker with hole

description: &lt;p&gt;This find is registered at Portable Antiquities of the Netherlands with number PAN-00085838&lt;/p&gt;
description: Modified: 2025-07-10T14:19:36+02:00
DOI: 10.6084/m9.figshare.30042133.v4
title: 原始实验数据

description: 该数据集包含原始实验数据，支持题为“FGF8-TRIM16 轴介导 RIG-I 的 K48 连接泛素化和蛋白酶体降解以促进甲型流感病毒免疫逃避”
DOI: 10.15468/dl.s552tf
title: Occurrence Download

description: A dataset containing 363171 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Hippolais polyglotta)",
 "BasisOfRecord is one of (Specimen, Literature Occurrence, Human Observation, Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1991",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 363171 records from 2958 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016018-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yayun2
title: Occurrence Download

description: A dataset containing 177425 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is iNaturalist Research-grade Observations",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Country is one of (Canada, Mexico, United States of America)",
 "EventDate is greater than or equal to 2023-09-30",
 "EventDate is less than or equal to 2023-10-30",
 {
 "not" : {
 "Issue" : [
 "is one of (Basis of record invalid, Coordinate reprojection failed, Coordinate reprojection suspicious, Coordinate precision invalid, Coordinate uncertainty meters invalid, Country mismatch, Country invalid, Geodetic datum invalid, Presumed swapped coordinate, Presumed negated longitude, Presumed negated latitude, Country coordinate mismatch)"
 ]
 }
 }
 ]
}

 The dataset includes 177425 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027526-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.82rm6b
title: Occurrence Download

description: A dataset containing 16 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Chile",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Deyeuxia crispa Rúgolo & Villav."
 ]
}

 The dataset includes 16 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033377-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.k9iqc4
title: Occurrence Download

description: A dataset containing 4155 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is RBINS DaRWIN",
 "Issue is Country coordinate mismatch"
 ]
}

 The dataset includes 4155 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003747-151016162008034/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vunq78
title: Occurrence Download

description: A dataset containing 611525 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON ((2.479608666666667 48.58410666666667, 2.479608666666667 65.67073733333334, -31.565747 65.67073733333334, -31.565747 48.58410666666667, 2.479608666666667 48.58410666666667))",
 "EventDate is 2021-09-01,2021-09-30"
 ]
}

 The dataset includes 611525 records from 296 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033338-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yb8bgo
title: Occurrence Download

description: A dataset containing 391 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Serianthes Benth.",
 "HasCoordinate is true",
 {
 "or" : [
 "HasGeospatialIssue is false",
 "HasGeospatialIssue is true"
 ]
 }
 ]
}

 The dataset includes 391 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003747-160118175350007/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gneu8d
title: Occurrence Download

description: A dataset containing 43260 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Museu Paraense Emilio Goeldi - Lepidoptera Collection"
 ]
}

 The dataset includes 43260 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0041259-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5xxgpd
title: Occurrence Download

description: A dataset containing 2260 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Boloria selene (Denis & Schiffermüller), 1775",
 "Country is Canada"
 ]
}

 The dataset includes 2260 records from 43 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003747-160311141623029/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qubf85
title: Occurrence Download

description: A dataset containing 355 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "Geometry POLYGON((95 20,125 20,125 35,95 35,95 20))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Mergus squamatus Gould, 1864",
 "Year 1960-2020"
 ]
}

 The dataset includes 355 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0151432-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ebxwbj
title: Occurrence Download

description: A dataset containing 1279 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Bombus terrestris (Linnaeus, 1758)",
 "Country is Portugal"
 ]
}

 The dataset includes 1279 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003747-160509122628363/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2pc59b
title: Occurrence Download

description: A dataset containing 236 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "Geometry POLYGON((95 20,125 20,125 35,95 35,95 20))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Thalasseus bernsteini (Schlegel, 1863)",
 "Year 1960-2020"
 ]
}

 The dataset includes 236 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0151445-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vh8x00
title: Occurrence Download

description: A dataset containing 193 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cupressus lindleyi Klotzsch ex Endl."
 ]
}

 The dataset includes 193 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003747-160526112335914/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.