cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.18424726
title: Mitogenome assembly of the floating-leaved aquatic plant Nymphoides peltata provides insights into organellar evolution and aquatic adaptation in Asterales

description:  

       gb_blast_overlap_mt_cp.py Retrieve mitochondrial and plastid gene IDs from GenBank annotations that fully or partially overlap with BLAST hit windows.caculate_repeat_ratio.py Calculate total length of repeat regions from a vmatch .regions.bed.tsv file.
DOI: 10.5281/zenodo.18424727
title: Mitogenome assembly of the floating-leaved aquatic plant Nymphoides peltata provides insights into organellar evolution and aquatic adaptation in Asterales

description:  

       gb_blast_overlap_mt_cp.py Retrieve mitochondrial and plastid gene IDs from GenBank annotations that fully or partially overlap with BLAST hit windows.caculate_repeat_ratio.py Calculate total length of repeat regions from a vmatch .regions.bed.tsv file.
DOI: 10.15468/dl.v59bzu
title: Occurrence Download

description: A dataset containing 23659 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Halichondria panicea",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 23659 records from 256 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001086-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2xnshf
title: Occurrence Download

description: A dataset containing 4594 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Oxybelis aeneus"
 ]
}

 The dataset includes 4594 records from 205 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001087-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5stunk
title: Occurrence Download

description: A dataset containing 20 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Crotalus lorenzoensis"
 ]
}

 The dataset includes 20 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001088-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18425064
title: CausalEM Grid Search Results - ACIC 2016 & 2017 Benchmarks

description: Grid search for default parameters (matching caliper and scale) for the CausalEM package, supporting the Journal of Statistical Software manuscript 'CausalEM: A Python Package for Causal Inference using Ensemble Matching'. Contains results from a 6x6 grid search over matching_scale and matching_caliper parameters, evaluated on





ACIC 2016: 7,700 simulated datasets (77 DGPs x 100 seeds)

ACIC 2017: 8,000 simulated datasets (32 DGPs x 250 sims)




Each configuration includes detailed per-dataset results, aggregated metrics (bias, RMSE), and execution metadata.

 

Verification: SHA256: 8fca20f08d513b86e178e90d38fa0f8e449c255214723655c41abd96f034e4b4
DOI: 10.5281/zenodo.18425065
title: CausalEM Grid Search Results - ACIC 2016 & 2017 Benchmarks

description: Grid search for default parameters (matching caliper and scale) for the CausalEM package, supporting the Journal of Statistical Software manuscript 'CausalEM: A Python Package for Causal Inference using Ensemble Matching'. Contains results from a 6x6 grid search over matching_scale and matching_caliper parameters, evaluated on





ACIC 2016: 7,700 simulated datasets (77 DGPs x 100 seeds)

ACIC 2017: 8,000 simulated datasets (32 DGPs x 250 sims)




Each configuration includes detailed per-dataset results, aggregated metrics (bias, RMSE), and execution metadata.

 

Verification: SHA256: 8fca20f08d513b86e178e90d38fa0f8e449c255214723655c41abd96f034e4b4
DOI: 10.18112/openneuro.ds007328.v1.0.0
title: Dense longitudinal single-subject multimodal MRI dataset acquired via self-administered scanning
DOI: 10.5281/zenodo.18419787
title: Static loading test and damage assessment of underground Straight-Wall –Circular-Arch(SWCA) under vertical compression considering spring-equivalent surrounding rock constraint effects
DOI: 10.5281/zenodo.18419788
title: Static loading test and damage assessment of underground Straight-Wall –Circular-Arch(SWCA) under vertical compression considering spring-equivalent surrounding rock constraint effects
DOI: 10.15468/dl.uzgmv7
title: Occurrence Download

description: A dataset containing 767 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Planococcus lilacinus)"
 ]
}

 The dataset includes 767 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001089-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.erzsx6
title: Occurrence Download

description: A dataset containing 2960 records in GBIF matching the query:
SELECT
 '635' AS fish_cell,
 GBIF_MGRSCode(1000, decimalLatitude, decimalLongitude, 0) AS cell, -- NO randomization
 COUNT(DISTINCT speciesKey) AS species_richness
 FROM occurrence
 WHERE hasCoordinate = TRUE
 AND speciesKey IS NOT NULL
 AND NOT ARRAY_CONTAINS(issue, 'ZERO_COORDINATE')
 AND NOT ARRAY_CONTAINS(issue, 'COORDINATE_OUT_OF_RANGE')
 AND NOT ARRAY_CONTAINS(issue, 'COORDINATE_INVALID')
 AND NOT ARRAY_CONTAINS(issue, 'COUNTRY_COORDINATE_MISMATCH')
 AND decimalLatitude &gt;= 72.77152049497572
 AND decimalLatitude &lt;= 79.58564306880243
 AND decimalLongitude &gt;= 97.19957430292631
 AND decimalLongitude &lt;= 149.08131607370723
 AND "year" &gt;= 2015
 AND "year" &lt;= 2026
 AND (coordinateUncertaintyInMeters &lt;= 100 OR coordinateUncertaintyInMeters IS NULL)
 GROUP BY fish_cell, cell

 The dataset's 2960 records were derived from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001096-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8v9yzb
title: Occurrence Download

description: A dataset containing 37 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ptychozoon intermedium"
 ]
}

 The dataset includes 37 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001091-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gyef8u
title: Occurrence Download

description: A dataset containing 159276524 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is one of (Lepidoptera)"
 ]
}

 The dataset includes 159276524 records from 12143 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001033-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15597087
title: idiopathic pulmonary fibrosis (IPF) proteomics data for UNAGI

description: Proteomics data for UNAGI paper entitled "A deep generative model for deciphering cellular dynamics and in silico drug discovery in complex diseases."

Thirty tissue blocks from IPF donors and 10 from control donors were employed. Protein expressions (LFQ intensities) for individual samples. LFQ intensities were log2 transformed and z-score normalized. ANOVA and Student’s T-test were performed to identify proteins that are differentially expressed in the IPF samples.
DOI: 10.5281/zenodo.15597088
title: idiopathic pulmonary fibrosis (IPF) proteomics data for UNAGI

description: Proteomics data for UNAGI paper entitled "A deep generative model for deciphering cellular dynamics and in silico drug discovery in complex diseases."

Thirty tissue blocks from IPF donors and 10 from control donors were employed. Protein expressions (LFQ intensities) for individual samples. LFQ intensities were log2 transformed and z-score normalized. ANOVA and Student’s T-test were performed to identify proteins that are differentially expressed in the IPF samples.
DOI: 10.15468/dl.rb8gud
title: Occurrence Download

description: A dataset containing 7698 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Syzygium guineense"
 ]
}

 The dataset includes 7698 records from 179 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025506-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18452017
title: Dataset for "Membrane-associated periodic skeleton regulates major forms of endocytosis in neurons through a signaling-driven positive feedback loop"

description: Raw data for the indicated paper titled "Membrane-associated periodic skeleton regulates major forms of endocytosis in neurons through a signaling-driven positive feedback loop".
DOI: 10.5281/zenodo.18452016
title: Dataset for "Membrane-associated periodic skeleton regulates major forms of endocytosis in neurons through a signaling-driven positive feedback loop"

description: Raw data for the indicated paper titled "Membrane-associated periodic skeleton regulates major forms of endocytosis in neurons through a signaling-driven positive feedback loop".
DOI: 10.7910/dvn/hartmv
title: Replication Data for: Accounting for Protest Voting in the U.S. Congress

description: Members of the majority party in Congress sometimes vote against bills that they prefer over the status quo. We estimate a model of congressional roll-call voting that allows for this kind of non-ideological, protest voting. We find that protest voting has significant implications for roll-call-based estimates of ideology and other analyses that rely upon them. For example, a traditional IRT model curiously identifies members of the Squad as relatively moderate Democrats, but our protest-voting-adjusted scores identify them as the most liberal members of Congress. We also find that previous studies may have underestimated responsiveness, the effects of ideology in elections, the utility of non-roll-call-based measures of ideology, and the increase in congressional polarization. Although the implications for most substantive applications are likely modest, our analyses suggest that future researchers can better measure legislative ideology by accounting for a small number of non-ideological votes.
DOI: 10.5281/zenodo.18459939
title: Sustainable Self-Compacting Concrete Incorporating Recycled Aggregates
DOI: 10.5281/zenodo.18459938
title: Sustainable Self-Compacting Concrete Incorporating Recycled Aggregates
DOI: 10.15468/dl.asexu4
title: Occurrence Download

description: A dataset containing 8403 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Allium carinatum, Allium carinatum, Allium carinatum, Allium carinatum, Allium senescens, Allium senescens, Allium senescens, Allium senescens, Allium senescens, Allium senescens, Allium senescens)",
 "Year is greater than or equal to 1900",
 "Geometry POLYGON ((8.643 46.99, 14.1 46.92, 14.43 50.75, 8.534 50.83, 8.643 46.99))",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Observation, Human Observation, Machine Observation, Material sample)"
 ]
}

 The dataset includes 8403 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007344-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7266/j4phk7aa
title: Raw data for PFAS analyses in HSC/GB after ITC Fire
DOI: 10.5281/zenodo.18459980
title: NEONATAL SEPSIS IN NEWBORNS: EARLY SIGNS AND TREATMENT

description:  This scientific work examines the early signs of neonatal sepsis in newborns and effective methods of treatment. The study analyzes the etiology, pathogenesis, and clinical manifestations of sepsis, with particular emphasis on the importance of early diagnosis. It is noted that the weak immune system of the newborn may contribute to the severe course of the disease. The role of laboratory tests and modern diagnostic methods in early detection, as well as the importance of antimicrobial therapy, is highlighted. Preventive measures are also emphasized, especially the importance of hygiene practices before and after childbirth. The work serves as a valuable source of information for neonatal care physicians and medical students.
DOI: 10.5281/zenodo.18459979
title: NEONATAL SEPSIS IN NEWBORNS: EARLY SIGNS AND TREATMENT

description:  This scientific work examines the early signs of neonatal sepsis in newborns and effective methods of treatment. The study analyzes the etiology, pathogenesis, and clinical manifestations of sepsis, with particular emphasis on the importance of early diagnosis. It is noted that the weak immune system of the newborn may contribute to the severe course of the disease. The role of laboratory tests and modern diagnostic methods in early detection, as well as the importance of antimicrobial therapy, is highlighted. Preventive measures are also emphasized, especially the importance of hygiene practices before and after childbirth. The work serves as a valuable source of information for neonatal care physicians and medical students.
DOI: 10.5517/ccdc.csd.cc1nswv5
title: CCDC 1543268: Experimental Crystal Structure Determination

description: Related Article: Nawin Pudasaini|2025|CSD Communication|||
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc1ntfgc
title: CCDC 1543783: Experimental Crystal Structure Determination

description: Related Article: Takumi Nakanishi|2025|CSD Communication|||
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc1ntfhd
title: CCDC 1543784: Experimental Crystal Structure Determination

description: Related Article: Takumi Nakanishi|2025|CSD Communication|||
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.15468/dl.kk74jj
title: Occurrence Download

description: A dataset containing 1969 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Aphloia theiformis",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 1969 records from 28 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007346-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5517/ccdc.csd.cc1ztcfl
title: CCDC 1841630: Experimental Crystal Structure Determination

description: Related Article: Naved Azum, Muhammad Nadeem Arshad, Abdulhadi Salih Birinji, Khalid A. Al-Amry, Abdullah M. Asiri, Layla Ahmad Taib, Yasser Mohammed Al Angari, Sher Bahadar Khan, Antonio Facchetti|2019|Int.J.Electrochem.Sci.|14|8355|doi:10.20964/2019.09.47
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.ccwdp0y
title: CCDC 816540: Experimental Crystal Structure Determination

description: Related Article: Jie Lin, Shubin Niu, Zhengfeng Ding, Renlei Wang, Qun Dai, Wei Wei, Rongrong Luo and Ling Liu|2025|CSD Communication|||
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2dpvts
title: CCDC 2225546: Experimental Crystal Structure Determination

description: Related Article: Liwei Tang, Wen Weng, Huaixi Chen, Lina Hua, Wuqian Guo, Yi Liu, Yu Ma, Yaoyao Chen, Junhua Luo, Zhihua Sun|2023|Adv.Funct.Mater.|33|2214858|doi:10.1002/adfm.202214858
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2hpbxg
title: CCDC 2314426: Experimental Crystal Structure Determination

description: Related Article: Haojie Xu, Xinxin Hu, Fapeng Sun, Jianchao Sun, Wuqian Guo, Yi Liu, Wei Liu, Xiaobin Fu, Junhua Luo, Zhihua Sun|2025|Adv.Mater.|37|2504953|doi:10.1002/adma.202504953
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2hpbyh
title: CCDC 2314427: Experimental Crystal Structure Determination

description: Related Article: Haojie Xu, Xinxin Hu, Fapeng Sun, Jianchao Sun, Wuqian Guo, Yi Liu, Wei Liu, Xiaobin Fu, Junhua Luo, Zhihua Sun|2025|Adv.Mater.|37|2504953|doi:10.1002/adma.202504953
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2hpbzj
title: CCDC 2314428: Experimental Crystal Structure Determination

description: Related Article: Haojie Xu, Xinxin Hu, Fapeng Sun, Jianchao Sun, Wuqian Guo, Yi Liu, Wei Liu, Xiaobin Fu, Junhua Luo, Zhihua Sun|2025|Adv.Mater.|37|2504953|doi:10.1002/adma.202504953
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2j1t6m
title: CCDC 2325440: Experimental Crystal Structure Determination

description: Related Article: Qun Yu, Yuka Tamura, Hajime Nakanotani, Masashi Mamada, Chihaya Adachi|2024|Adv. Opt. Mater.|12|2400932|doi:10.1002/adom.202400932
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2j1t7n
title: CCDC 2325441: Experimental Crystal Structure Determination

description: Related Article: Qun Yu, Yuka Tamura, Hajime Nakanotani, Masashi Mamada, Chihaya Adachi|2024|Adv. Opt. Mater.|12|2400932|doi:10.1002/adom.202400932
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2jk6gs
title: CCDC 2340235: Experimental Crystal Structure Determination

description: Related Article: Takuma Inayama, Kouki Orimo, Minami Odagi, Arata Yajima, Tatsuo Saito|2025|ACS Catalysis|15|13910|doi:10.1021/acscatal.5c03658
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2jyg76
title: CCDC 2352008: Experimental Crystal Structure Determination

description: Related Article: Weihan Guo, Hua Zhao, Mingda Wang, Leilei Si, Kaixin Yang, Guomin Xia, Hongming Wang|2025|CSD Communication|||
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2jyg87
title: CCDC 2352009: Experimental Crystal Structure Determination

description: Related Article: Weihan Guo, Hua Zhao, Mingda Wang, Leilei Si, Kaixin Yang, Guomin Xia, Hongming Wang|2025|CSD Communication|||
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2jyg98
title: CCDC 2352010: Experimental Crystal Structure Determination

description: Related Article: Weihan Guo, Hua Zhao, Mingda Wang, Leilei Si, Kaixin Yang, Guomin Xia, Hongming Wang|2025|CSD Communication|||
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.