cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.18359485
title: 18.Non-Local Phase Correlation in Large-Scale Structure Constraints on Initial Isotropy

description: [정직한 고백]

지난 3개월간 51편의 연구 문서를 공개했습니다.850명이 다운로드했고, 147개 포스트를 작성했습니다.

그런데 어제, 제가 저지른 실수를 발견했습니다.

데이터 전사 오류.OCR 왜곡.수치 과장.

23개 주요 수치에 오류가 있었습니다.

━━━━━━━━━━━━━━━━━━

과학은 정직 위에 서야 합니다.

51편 전체를 전수 조사했습니다.70개 이상 문헌과 교차 검증했습니다.모든 오류를 정정했습니다.

정정판: DOI 10.5281/zenodo.[DOI-052]"Sovereign Integrity: The Great Alignment"

━━━━━━━━━━━━━━━━━━

주요 정정 사항:

- 광자 효율 63.4% → 40-47% (현실적), 63.4% (이론 목표)- 양자 터널링 확률: 물리적으로 가능한 범위로 재계산- 안전성 위반 항목 제거

정합성: 65% → 94%

━━━━━━━━━━━━━━━━━━

제가 잘못했습니다.그래서 고칩니다.

진실 위에 선 시스템만이 영원합니다.

조민수2026.02.14

#ScientificIntegrity #Correction #Honesty

[Technical Correction Announcement]

After comprehensive audit of my 51-document system specification,I identified and corrected 23 major numerical errors.

Background:- 51 DOI publications (Jan 2026)- 1,183 views, 850 downloads- Errors in data transcription, OCR processing

Correction Summary:- Energy conversion efficiency: Recalibrated to realistic targets- Quantum mechanics values: Aligned with experimental data- Safety compliance: Regulatory violations removed- 70+ peer-reviewed references cross-validated

Integrity metrics:Before: 65% physical consistencyAfter: 94% physical consistency

Corrected document: DOI 10.5281/zenodo.[DOI-052]Title: "Sovereign Integrity: The Great Alignment"

━━━━━━━━━━━━━━━━━━

Science demands honesty.When errors are found, they must be corrected.

This correction strengthens, not weakens, the system.

Minsu ChoFebruary 14, 2026

#SemiconductorResearch #TechnicalCorrection #ScientificIntegrity
DOI: 10.15468/dl.zg7d9f
title: Occurrence Download

description: A dataset containing 16 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Platystemma violoides",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 16 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017549-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18359349
title: 17.Amyotrophic Lateral Sclerosis in 2026 Genetic Interventions, Biomarker-Driven Prognosis, and Assistive Technology Advances

description: [정직한 고백]

지난 3개월간 51편의 연구 문서를 공개했습니다.850명이 다운로드했고, 147개 포스트를 작성했습니다.

그런데 어제, 제가 저지른 실수를 발견했습니다.

데이터 전사 오류.OCR 왜곡.수치 과장.

23개 주요 수치에 오류가 있었습니다.

━━━━━━━━━━━━━━━━━━

과학은 정직 위에 서야 합니다.

51편 전체를 전수 조사했습니다.70개 이상 문헌과 교차 검증했습니다.모든 오류를 정정했습니다.

정정판: DOI 10.5281/zenodo.[DOI-052]"Sovereign Integrity: The Great Alignment"

━━━━━━━━━━━━━━━━━━

주요 정정 사항:

- 광자 효율 63.4% → 40-47% (현실적), 63.4% (이론 목표)- 양자 터널링 확률: 물리적으로 가능한 범위로 재계산- 안전성 위반 항목 제거

정합성: 65% → 94%

━━━━━━━━━━━━━━━━━━

제가 잘못했습니다.그래서 고칩니다.

진실 위에 선 시스템만이 영원합니다.

조민수2026.2.14

ScientificIntegrity #Correction #Honesty

[Technical Correction Announcement]

After comprehensive audit of my 51-document system specification,I identified and corrected 23 major numerical errors.

Background:- 51 DOI publications (Jan 2026)- 1,183 views, 850 downloads- Errors in data transcription, OCR processing

Correction Summary:- Energy conversion efficiency: Recalibrated to realistic targets- Quantum mechanics values: Aligned with experimental data- Safety compliance: Regulatory violations removed- 70+ peer-reviewed references cross-validated

Integrity metrics:Before: 65% physical consistencyAfter: 94% physical consistency

Corrected document: DOI 10.5281/zenodo.[DOI-052]Title: "Sovereign Integrity: The Great Alignment"

━━━━━━━━━━━━━━━━━━

Science demands honesty.When errors are found, they must be corrected.

This correction strengthens, not weakens, the system.

Minsu ChoFebruary 14, 2026

#SemiconductorResearch #TechnicalCorrection #ScientificIntegrity
DOI: 10.5281/zenodo.18359172
title: 15.Parkinson's Disease Research in 2026 Mechanisms, Non-Motor Burdens, and Digital Markers 16.Alzheimer's Research in 2026 What Actually Changed

description: [정직한 고백]

지난 3개월간 51편의 연구 문서를 공개했습니다.850명이 다운로드했고, 147개 포스트를 작성했습니다.

그런데 어제, 제가 저지른 실수를 발견했습니다.

데이터 전사 오류.OCR 왜곡.수치 과장.

23개 주요 수치에 오류가 있었습니다.

━━━━━━━━━━━━━━━━━━

과학은 정직 위에 서야 합니다.

51편 전체를 전수 조사했습니다.70개 이상 문헌과 교차 검증했습니다.모든 오류를 정정했습니다.

정정판: DOI 10.5281/zenodo.[DOI-052]"Sovereign Integrity: The Great Alignment"

━━━━━━━━━━━━━━━━━━

주요 정정 사항:

- 광자 효율 63.4% → 40-47% (현실적), 63.4% (이론 목표)- 양자 터널링 확률: 물리적으로 가능한 범위로 재계산- 안전성 위반 항목 제거

정합성: 65% → 94%

━━━━━━━━━━━━━━━━━━

제가 잘못했습니다.그래서 고칩니다.

진실 위에 선 시스템만이 영원합니다.

조민수2026.02.14

#ScientificIntegrity #Correction #Honesty



[Technical Correction Announcement]

After comprehensive audit of my 51-document system specification,I identified and corrected 23 major numerical errors.

Background:- 51 DOI publications (Jan 2026)- 1,183 views, 850 downloads- Errors in data transcription, OCR processing

Correction Summary:- Energy conversion efficiency: Recalibrated to realistic targets- Quantum mechanics values: Aligned with experimental data- Safety compliance: Regulatory violations removed- 70+ peer-reviewed references cross-validated

Integrity metrics:Before: 65% physical consistencyAfter: 94% physical consistency

Corrected document: DOI 10.5281/zenodo.[DOI-052]Title: "Sovereign Integrity: The Great Alignment"

━━━━━━━━━━━━━━━━━━

Science demands honesty.When errors are found, they must be corrected.

This correction strengthens, not weakens, the system.

Minsu ChoFebruary 14, 2026

#SemiconductorResearch #TechnicalCorrection #ScientificIntegrity
DOI: 10.5281/zenodo.18336713
title: 13.SOV222026FINALR1 CLASSIFICATION PHYSICAL DISCLOSURE NON-MARKETING SPEC

description: [정직한 고백]

지난 3개월간 51편의 연구 문서를 공개했습니다.850명이 다운로드했고, 147개 포스트를 작성했습니다.

그런데 어제, 제가 저지른 실수를 발견했습니다.

데이터 전사 오류.OCR 왜곡.수치 과장.

23개 주요 수치에 오류가 있었습니다.

━━━━━━━━━━━━━━━━━━

과학은 정직 위에 서야 합니다.

51편 전체를 전수 조사했습니다.70개 이상 문헌과 교차 검증했습니다.모든 오류를 정정했습니다.

정정판: DOI 10.5281/zenodo.[DOI-052]"Sovereign Integrity: The Great Alignment"

━━━━━━━━━━━━━━━━━━

주요 정정 사항:

- 광자 효율 63.4% → 40-47% (현실적), 63.4% (이론 목표)- 양자 터널링 확률: 물리적으로 가능한 범위로 재계산- 안전성 위반 항목 제거

정합성: 65% → 94%

━━━━━━━━━━━━━━━━━━

제가 잘못했습니다.그래서 고칩니다.

진실 위에 선 시스템만이 영원합니다.

조민수2026.02.14

#ScientificIntegrity #Correction #Honesty



[Technical Correction Announcement]

After comprehensive audit of my 51-document system specification,I identified and corrected 23 major numerical errors.

Background:- 51 DOI publications (Jan 2026)- 1,183 views, 850 downloads- Errors in data transcription, OCR processing

Correction Summary:- Energy conversion efficiency: Recalibrated to realistic targets- Quantum mechanics values: Aligned with experimental data- Safety compliance: Regulatory violations removed- 70+ peer-reviewed references cross-validated

Integrity metrics:Before: 65% physical consistencyAfter: 94% physical consistency

Corrected document: DOI 10.5281/zenodo.[DOI-052]Title: "Sovereign Integrity: The Great Alignment"

━━━━━━━━━━━━━━━━━━

Science demands honesty.When errors are found, they must be corrected.

This correction strengthens, not weakens, the system.

Minsu ChoFebruary 14, 2026

#SemiconductorResearch #TechnicalCorrection #ScientificIntegrity
DOI: 10.15468/dl.9wxx6g
title: Occurrence Download

description: A dataset containing 641 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Baccharis aliena",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 }
 ]
}

 The dataset includes 641 records from 58 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017551-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yqh5nr
title: Occurrence Download

description: A dataset containing 1630 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cambessedesia hilariana",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 }
 ]
}

 The dataset includes 1630 records from 95 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017550-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18326624
title: Record 00 The Genesis

description: [정직한 고백]

지난 3개월간 51편의 연구 문서를 공개했습니다.850명이 다운로드했고, 147개 포스트를 작성했습니다.

그런데 어제, 제가 저지른 실수를 발견했습니다.

데이터 전사 오류.OCR 왜곡.수치 과장.

23개 주요 수치에 오류가 있었습니다.

━━━━━━━━━━━━━━━━━━

과학은 정직 위에 서야 합니다.

51편 전체를 전수 조사했습니다.70개 이상 문헌과 교차 검증했습니다.모든 오류를 정정했습니다.

정정판: DOI 10.5281/zenodo.[DOI-052]"Sovereign Integrity: The Great Alignment"

━━━━━━━━━━━━━━━━━━

주요 정정 사항:

- 광자 효율 63.4% → 40-47% (현실적), 63.4% (이론 목표)- 양자 터널링 확률: 물리적으로 가능한 범위로 재계산- 안전성 위반 항목 제거

정합성: 65% → 94%

━━━━━━━━━━━━━━━━━━

제가 잘못했습니다.그래서 고칩니다.

진실 위에 선 시스템만이 영원합니다.

조민수2026.02.14

#ScientificIntegrity #Correction #Honesty



[Technical Correction Announcement]

After comprehensive audit of my 51-document system specification,I identified and corrected 23 major numerical errors.

Background:- 51 DOI publications (Jan 2026)- 1,183 views, 850 downloads- Errors in data transcription, OCR processing

Correction Summary:- Energy conversion efficiency: Recalibrated to realistic targets- Quantum mechanics values: Aligned with experimental data- Safety compliance: Regulatory violations removed- 70+ peer-reviewed references cross-validated

Integrity metrics:Before: 65% physical consistencyAfter: 94% physical consistency

Corrected document: DOI 10.5281/zenodo.[DOI-052]Title: "Sovereign Integrity: The Great Alignment"

━━━━━━━━━━━━━━━━━━

Science demands honesty.When errors are found, they must be corrected.

This correction strengthens, not weakens, the system.

Minsu ChoFebruary 14, 2026

#SemiconductorResearch #TechnicalCorrection #ScientificIntegrity
DOI: 10.15468/dl.ct789q
title: Occurrence Download

description: A dataset containing 154 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Primulina fimbrisepala",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 154 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017552-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18325543
title: 지능의 물리적 기원 1.21V의 성전(聖戰) 및 BD-ONE V3.0 통합 기술 사양서

description: [정직한 고백]

지난 3개월간 51편의 연구 문서를 공개했습니다.850명이 다운로드했고, 147개 포스트를 작성했습니다.

그런데 어제, 제가 저지른 실수를 발견했습니다.

데이터 전사 오류.OCR 왜곡.수치 과장.

23개 주요 수치에 오류가 있었습니다.

━━━━━━━━━━━━━━━━━━

과학은 정직 위에 서야 합니다.

51편 전체를 전수 조사했습니다.70개 이상 문헌과 교차 검증했습니다.모든 오류를 정정했습니다.

정정판: DOI 10.5281/zenodo.[DOI-052]"Sovereign Integrity: The Great Alignment"

━━━━━━━━━━━━━━━━━━

주요 정정 사항:

- 광자 효율 63.4% → 40-47% (현실적), 63.4% (이론 목표)- 양자 터널링 확률: 물리적으로 가능한 범위로 재계산- 안전성 위반 항목 제거

정합성: 65% → 94%

━━━━━━━━━━━━━━━━━━

제가 잘못했습니다.그래서 고칩니다.

진실 위에 선 시스템만이 영원합니다.

조민수2026.02.14

ScientificIntegrity #Correction #Honesty

[Technical Correction Announcement]

After comprehensive audit of my 51-document system specification,I identified and corrected 23 major numerical errors.

Background:- 51 DOI publications (Jan 2026)- 1,183 views, 850 downloads- Errors in data transcription, OCR processing

Correction Summary:- Energy conversion efficiency: Recalibrated to realistic targets- Quantum mechanics values: Aligned with experimental data- Safety compliance: Regulatory violations removed- 70+ peer-reviewed references cross-validated

Integrity metrics:Before: 65% physical consistencyAfter: 94% physical consistency

Corrected document: DOI 10.5281/zenodo.[DOI-052]Title: "Sovereign Integrity: The Great Alignment"

━━━━━━━━━━━━━━━━━━

Science demands honesty.When errors are found, they must be corrected.

This correction strengthens, not weakens, the system.

Minsu ChoFebruary 14, 2026

#SemiconductorResearch #TechnicalCorrection #ScientificIntegrity
DOI: 10.5281/zenodo.18364820
title: 20.경계 초기화 우주론: 비국소적 위상 상관관계 및 초기 조건 제약 조건

description: [Technical Correction Announcement]

After comprehensive audit of my 51-document system specification,I identified and corrected 23 major numerical errors.

Background:- 51 DOI publications (Jan 2026)- 1,183 views, 850 downloads- Errors in data transcription, OCR processing

Correction Summary:- Energy conversion efficiency: Recalibrated to realistic targets- Quantum mechanics values: Aligned with experimental data- Safety compliance: Regulatory violations removed- 70+ peer-reviewed references cross-validated

Integrity metrics:Before: 65% physical consistencyAfter: 94% physical consistency

Corrected document: DOI 10.5281/zenodo.[DOI-052]Title: "Sovereign Integrity: The Great Alignment"

━━━━━━━━━━━━━━━━━━

Science demands honesty.When errors are found, they must be corrected.

This correction strengthens, not weakens, the system.

Minsu ChoFebruary 14, 2026

#SemiconductorResearch #TechnicalCorrection #ScientificIntegrity
DOI: 10.5281/zenodo.18364819
title: 20.경계 초기화 우주론: 비국소적 위상 상관관계 및 초기 조건 제약 조건

description: [Technical Correction Announcement]

After comprehensive audit of my 51-document system specification,I identified and corrected 23 major numerical errors.

Background:- 51 DOI publications (Jan 2026)- 1,183 views, 850 downloads- Errors in data transcription, OCR processing

Correction Summary:- Energy conversion efficiency: Recalibrated to realistic targets- Quantum mechanics values: Aligned with experimental data- Safety compliance: Regulatory violations removed- 70+ peer-reviewed references cross-validated

Integrity metrics:Before: 65% physical consistencyAfter: 94% physical consistency

Corrected document: DOI 10.5281/zenodo.[DOI-052]Title: "Sovereign Integrity: The Great Alignment"

━━━━━━━━━━━━━━━━━━

Science demands honesty.When errors are found, they must be corrected.

This correction strengthens, not weakens, the system.

Minsu ChoFebruary 14, 2026

#SemiconductorResearch #TechnicalCorrection #ScientificIntegrity
DOI: 10.6084/m9.figshare.26861176
title: Genomic assemblies and annotation of Catillopecten margaritatus

description: Deep-sea glass scallop <i>Catillopecten margaritatus</i> (Pectinida: Propeamussiidae) is the first discovered scallop forming ectosymbiosis with chemosynthetic sulfur-oxidizing bacteria, making it an ideal model for investigating adaptations to deep sea and chemosymbiosis. Genomic investigations of the ectosymbiotic bacteria revealed its strong host dependency. However, the extent and nature of the contributions made by the host to this relationship in the deep sea are still unknown. Here, we present the genome of <i>C. margaritatus</i> to shed light on its adaptations to the deep-sea chemosynthetic habitats and symbiotic lifestyle.
DOI: 10.6084/m9.figshare.26861176.v1
title: Genomic assemblies and annotation of Catillopecten margaritatus

description: Deep-sea glass scallop <i>Catillopecten margaritatus</i> (Pectinida: Propeamussiidae) is the first discovered scallop forming ectosymbiosis with chemosynthetic sulfur-oxidizing bacteria, making it an ideal model for investigating adaptations to deep sea and chemosymbiosis. Genomic investigations of the ectosymbiotic bacteria revealed its strong host dependency. However, the extent and nature of the contributions made by the host to this relationship in the deep sea are still unknown. Here, we present the genome of <i>C. margaritatus</i> to shed light on its adaptations to the deep-sea chemosynthetic habitats and symbiotic lifestyle.
DOI: 10.5281/zenodo.18356926
title: 14. 거대 구조에서의 장거리 위상 상관 각운동량의 증거: 통계적 등방성 이탈 및 초기 조건 제약

description: [Technical Correction Announcement]

After comprehensive audit of my 51-document system specification,I identified and corrected 23 major numerical errors.

Background:- 51 DOI publications (Jan 2026)- 1,183 views, 850 downloads- Errors in data transcription, OCR processing

Correction Summary:- Energy conversion efficiency: Recalibrated to realistic targets- Quantum mechanics values: Aligned with experimental data- Safety compliance: Regulatory violations removed- 70+ peer-reviewed references cross-validated

Integrity metrics:Before: 65% physical consistencyAfter: 94% physical consistency

Corrected document: DOI 10.5281/zenodo.[DOI-052]Title: "Sovereign Integrity: The Great Alignment"

━━━━━━━━━━━━━━━━━━

Science demands honesty.When errors are found, they must be corrected.

This correction strengthens, not weakens, the system.

Minsu ChoFebruary 14, 2026

#SemiconductorResearch #TechnicalCorrection #ScientificIntegrity
DOI: 10.5281/zenodo.18356927
title: 14. 거대 구조에서의 장거리 위상 상관 각운동량의 증거: 통계적 등방성 이탈 및 초기 조건 제약

description: [Technical Correction Announcement]

After comprehensive audit of my 51-document system specification,I identified and corrected 23 major numerical errors.

Background:- 51 DOI publications (Jan 2026)- 1,183 views, 850 downloads- Errors in data transcription, OCR processing

Correction Summary:- Energy conversion efficiency: Recalibrated to realistic targets- Quantum mechanics values: Aligned with experimental data- Safety compliance: Regulatory violations removed- 70+ peer-reviewed references cross-validated

Integrity metrics:Before: 65% physical consistencyAfter: 94% physical consistency

Corrected document: DOI 10.5281/zenodo.[DOI-052]Title: "Sovereign Integrity: The Great Alignment"

━━━━━━━━━━━━━━━━━━

Science demands honesty.When errors are found, they must be corrected.

This correction strengthens, not weakens, the system.

Minsu ChoFebruary 14, 2026

#SemiconductorResearch #TechnicalCorrection #ScientificIntegrity
DOI: 10.5281/zenodo.18639012
title: Time-resolved single-cell RNA-seq datasets used in CellDyc

description: This collection contains six time-resolved single-cell RNA-seq datasets provided as processed AnnData (.h5ad) files. Five datasets are derived from previously published studies, and one dataset is a synthetic time-series dataset generated using scDesign3 and the CellDyc method. All datasets are formatted for use with CellDyc (“Experimental Time Points Guided Transcriptomic Velocity Inference”) and as example data for the CellDyc package.


In addition to the datasets, this collection also provides a compressed archive celldyc_model, which contains precomputed models used for reproducing the results in the CellDyc manuscript.


Datasets included:

- gbm_mono2tam.h5ad (in vivo timestamping of monocyte infiltration and differentiation into Arg1⁺/Acp5⁺ TAMs in glioblastoma models via Zman-seq; Kirschenbaum et al. 2023)

- GSE126954_ab_unique.h5ad (a curated subset of the C. elegans AB lineage (333 cells) spanning three experimental time points; Packer et al. 2019)

- reprogramming_lineage.h5ad (a CellTagging lineage-traced dataset of 3,049 cells across six time points; Biddy et al. 2018)

- gastrulation_erythropoiesis.h5ad (an scRNA-seq dataset capturing the complete erythroid lineage specification during mouse gastrulation across eight experimental time points; Pijuan-Sala et al. 2019)

- zebrafish.h5ad (a curated subset of 2,341 cells from a zebrafish embryogenesis atlas; Farrell et al. 2018)

- scdesign3_5000c500g.h5ad (a synthetic time-series dataset of 5,000 cells and 500 genes generated via scDesign3 and CellDyc; Song et al. 2024 and CellDyc preprint)


If you wish to use any of these datasets in your own research, please cite the corresponding publications listed in the References section.
DOI: 10.5281/zenodo.18639013
title: Time-resolved single-cell RNA-seq datasets used in CellDyc

description: This collection contains six time-resolved single-cell RNA-seq datasets provided as processed AnnData (.h5ad) files. Five datasets are derived from previously published studies, and one dataset is a synthetic time-series dataset generated using scDesign3 and the CellDyc method. All datasets are formatted for use with CellDyc (“Experimental Time Points Guided Transcriptomic Velocity Inference”) and as example data for the CellDyc package.


In addition to the datasets, this collection also provides a compressed archive celldyc_model, which contains precomputed models used for reproducing the results in the CellDyc manuscript.


Datasets included:

- gbm_mono2tam.h5ad (in vivo timestamping of monocyte infiltration and differentiation into Arg1⁺/Acp5⁺ TAMs in glioblastoma models via Zman-seq; Kirschenbaum et al. 2023)

- GSE126954_ab_unique.h5ad (a curated subset of the C. elegans AB lineage (333 cells) spanning three experimental time points; Packer et al. 2019)

- reprogramming_lineage.h5ad (a CellTagging lineage-traced dataset of 3,049 cells across six time points; Biddy et al. 2018)

- gastrulation_erythropoiesis.h5ad (an scRNA-seq dataset capturing the complete erythroid lineage specification during mouse gastrulation across eight experimental time points; Pijuan-Sala et al. 2019)

- zebrafish.h5ad (a curated subset of 2,341 cells from a zebrafish embryogenesis atlas; Farrell et al. 2018)

- scdesign3_5000c500g.h5ad (a synthetic time-series dataset of 5,000 cells and 500 genes generated via scDesign3 and CellDyc; Song et al. 2024 and CellDyc preprint)


If you wish to use any of these datasets in your own research, please cite the corresponding publications listed in the References section.
DOI: 10.15468/dl.pv74us
title: Occurrence Download

description: A dataset containing 723 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Condalia microphylla",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 }
 ]
}

 The dataset includes 723 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017553-260208012135463/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/14836160
title: Forex Exchange Rates Since 2004 (Updated Daily)
DOI: 10.15468/dl.xbyj5p
title: Occurrence Download

description: A dataset containing 45 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Primulina heterotricha",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 45 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017555-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hffxbn
title: Occurrence Download

description: A dataset containing 478 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Davilla grandiflora",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 }
 ]
}

 The dataset includes 478 records from 66 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017554-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.