cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.18789012
title: SNP Dataset and Python Scripts for an In Silico Protocol for Rare Disease Studies

description: This repository contains datasets and Python scripts supporting an in silico protocol for predicting genetic biomarkers in rare diseases.

 

Files included in the ZIP file:

 

1,890-predicted-SNPs.tsv: contains all predicted SNPs along with their detailed information.

 

Significant-SNPs.tsv: contains predicted significant SNPs with their detailed information.

 

Project-script.py: Python script used to build the machine learning prediction model.

 

1.py and 2.py: Python scripts used for model validation.

 

License: CC-BY 4.0
DOI: 10.13018/bmse011691
title: NMR quality control of fragment libraries for screening
DOI: 10.13018/bmse011692
title: NMR quality control of fragment libraries for screening
DOI: 10.25549/greenberg-c90-2881
title: Fleet apartments, Venice, Calif., 1967, 1970

description: Photographs (exterior and interior) and photographs of architectural models of the Fleet apartments, 7 Fleet Street, Venice, California, 1967, 1970.
DOI: 10.13018/bmse011693
title: NMR quality control of fragment libraries for screening
DOI: 10.48580/dgwrh.v2
title: A commented checklist and key for the genus Carex (Cyperaceae) in Peru
DOI: 10.13018/bmse011694
title: NMR quality control of fragment libraries for screening
DOI: 10.25549/greenberg-c90-2882
title: Fleet apartments, Venice, Calif., 1967, 1970

description: Photographs (exterior and interior) and photographs of architectural models of the Fleet apartments, 7 Fleet Street, Venice, California, 1967, 1970.
DOI: 10.13018/bmse011695
title: NMR quality control of fragment libraries for screening
DOI: 10.15468/knwyc9
title: Invasive crayfish occurrence in Piedmont plain lakes (NW Italy)

description: This dataset compiles data from a field survey of 17 lakes located in the Piedmont plain (Northwestern Italy), conducted from late June to early October 2025. The primary objective of the survey was to update and expand current knowledge on the occurrence and population status of non-native crayfish within the region. The data provide an updated overview of invasive crayfish distribution in Piedmont's lakes and can support biodiversity monitoring, invasive management and conservation planning (Boggero et al., 2025).
DOI: 10.25549/greenberg-c90-2884
title: Fleet apartments, Venice, Calif., 1967, 1970

description: Photographs (exterior and interior) and photographs of architectural models of the Fleet apartments, 7 Fleet Street, Venice, California, 1967, 1970.
DOI: 10.13018/bmse011696
title: NMR quality control of fragment libraries for screening
DOI: 10.5281/zenodo.18786912
title: Quantitative descriptive analysis of cooked chicken meat

description: The provided datasets contain raw sensory data from a quantitative descriptive analysis (QDA) of cooked chicken meat collected at the Danish Technological Institute within the Horizon 2020 project "mEATquality". A trained panel evaluated breast, thigh, and skin samples from different production concepts (genetics, space allowance, roughage/enrichment) using 15 cm unstructured line scales. For each panelist (user) and sample, the datasets include identifiers (panelist, product, blinding code, replicate, date/time), production/breed information, material (breast/thigh/skin), and intensity ratings for the defined sensory attributes. Data are provided as comma‑separated values (CSV) files.

Short file descriptions:

DMRI_QDA_thigh.csvPanel‑level QDA data for cooked chicken thighs, including texture attributes, alongside sample and production identifiers.

DMRI_QDA_breast.csvPanel‑level QDA data for cooked chicken breast, including appearance, odour, flavour, texture, and aftertaste attributes, plus sample and production identifiers.

DMRI_QDA_skin.csvPanel‑level QDA data for cooked chicken skin, including appearance, flavour, texture and aftertaste attributes, plus sample and production identifiers.

If using the data, please cite:

Claire Siebenmorgen, Marlene Schou Grønbeck, Alexandra Schubert, Jan Gertheiss, Johanna Mörlein (2025). Updating descriptive sensory evaluation of chicken: proposing new protocols and statistical analysis, Poultry Science 104 (11), 105807, https://doi.org/10.1016/j.psj.2025.105807.

The other data (Göttingen, Germany) analyzed in the paper are available on reasonable request from the corresponding author (J. Mörlein).
DOI: 10.5281/zenodo.18788551
title: UC3 - PPDR Situational intelligence and decision making for PPDR

description: ExtremeXP platform uses analytics, personalization, and AI to boost fire detection, characterization, and operations in urban areas. Enhances first-responder awareness via automated alerts, assisted decisions, and task allocation—reducing response times. Key Phases: Detection: Automates video feed analysis for fire location, type, progress; generates validated alerts. Decision & Actuation: Suggests procedures, maps available on-field users, enables direct communication/task assignment. Supports two user types: operators (alert processing/decisions) and on-field responders. Dataset includes video feeds, alerts, user maps, procedural data, and simulation logs. Demonstrates ExtremeXP's value in real-time, mission-critical fire ops. Ideal for training AI models in situational awareness and personalization.

Part of the ExtremeXP project, co-funded by the European Union Horizon Program HORIZON CL4-2022-DATA-01-01 under Grant Agreement No. 101093164. Project website: https://extremexp.eu/.
DOI: 10.13018/bmse011697
title: NMR quality control of fragment libraries for screening
DOI: 10.25549/greenberg-c90-3881
title: Washington Square, Los Angeles, Calif., 1974 [2 of 2]

description: Photograph (exterior, interior and aerial), flier, correspondence, photograph of architectural model, prospectus, envelope for a commercial center, Washington Square, 300-330 West Washington Boulevard, near Marina Del Rey, Los Angeles, California, 1974.
DOI: 10.13018/bmse011698
title: NMR quality control of fragment libraries for screening
DOI: 10.25549/greenberg-c90-3896
title: Washington Square, Los Angeles, Calif., 1974 [2 of 2]

description: Photograph (exterior, interior and aerial), flier, correspondence, photograph of architectural model, prospectus, envelope for a commercial center, Washington Square, 300-330 West Washington Boulevard, near Marina Del Rey, Los Angeles, California, 1974.
DOI: 10.5281/zenodo.18788550
title: UC3 - PPDR Situational intelligence and decision making for PPDR

description: ExtremeXP platform uses analytics, personalization, and AI to boost fire detection, characterization, and operations in urban areas. Enhances first-responder awareness via automated alerts, assisted decisions, and task allocation—reducing response times. Key Phases: Detection: Automates video feed analysis for fire location, type, progress; generates validated alerts. Decision & Actuation: Suggests procedures, maps available on-field users, enables direct communication/task assignment. Supports two user types: operators (alert processing/decisions) and on-field responders. Dataset includes video feeds, alerts, user maps, procedural data, and simulation logs. Demonstrates ExtremeXP's value in real-time, mission-critical fire ops. Ideal for training AI models in situational awareness and personalization.

Part of the ExtremeXP project, co-funded by the European Union Horizon Program HORIZON CL4-2022-DATA-01-01 under Grant Agreement No. 101093164. Project website: https://extremexp.eu/.
DOI: 10.13018/bmse011699
title: NMR quality control of fragment libraries for screening
DOI: 10.13018/bmse011700
title: NMR quality control of fragment libraries for screening
DOI: 10.25549/greenberg-c90-3904
title: Washington Square, Los Angeles, Calif., 1974 [2 of 2]

description: Photograph (exterior, interior and aerial), flier, correspondence, photograph of architectural model, prospectus, envelope for a commercial center, Washington Square, 300-330 West Washington Boulevard, near Marina Del Rey, Los Angeles, California, 1974.
DOI: 10.13018/bmse011701
title: NMR quality control of fragment libraries for screening
DOI: 10.25549/greenberg-c90-3907
title: Washington Square, Los Angeles, Calif., 1974 [2 of 2]

description: Photograph (exterior, interior and aerial), flier, correspondence, photograph of architectural model, prospectus, envelope for a commercial center, Washington Square, 300-330 West Washington Boulevard, near Marina Del Rey, Los Angeles, California, 1974.
DOI: 10.13018/bmse011702
title: NMR quality control of fragment libraries for screening
DOI: 10.13018/bmse011703
title: NMR quality control of fragment libraries for screening
DOI: 10.25549/greenberg-c90-3913
title: Washington Square, Los Angeles, Calif., 1974 [2 of 2]

description: Photograph (exterior, interior and aerial), flier, correspondence, photograph of architectural model, prospectus, envelope for a commercial center, Washington Square, 300-330 West Washington Boulevard, near Marina Del Rey, Los Angeles, California, 1974.
DOI: 10.5281/zenodo.18786913
title: Quantitative descriptive analysis of cooked chicken meat

description: The provided datasets contain raw sensory data from a quantitative descriptive analysis (QDA) of cooked chicken meat collected at the Danish Technological Institute within the Horizon 2020 project "mEATquality". A trained panel evaluated breast, thigh, and skin samples from different production concepts (genetics, space allowance, roughage/enrichment) using 15 cm unstructured line scales. For each panelist (user) and sample, the datasets include identifiers (panelist, product, blinding code, replicate, date/time), production/breed information, material (breast/thigh/skin), and intensity ratings for the defined sensory attributes. Data are provided as comma‑separated values (CSV) files.

Short file descriptions:

DMRI_QDA_thigh.csvPanel‑level QDA data for cooked chicken thighs, including texture attributes, alongside sample and production identifiers.

DMRI_QDA_breast.csvPanel‑level QDA data for cooked chicken breast, including appearance, odour, flavour, texture, and aftertaste attributes, plus sample and production identifiers.

DMRI_QDA_skin.csvPanel‑level QDA data for cooked chicken skin, including appearance, flavour, texture and aftertaste attributes, plus sample and production identifiers.

If using the data, please cite:

Claire Siebenmorgen, Marlene Schou Grønbeck, Alexandra Schubert, Jan Gertheiss, Johanna Mörlein (2025). Updating descriptive sensory evaluation of chicken: proposing new protocols and statistical analysis, Poultry Science 104 (11), 105807, https://doi.org/10.1016/j.psj.2025.105807.

The other data (Göttingen, Germany) analyzed in the paper are available on reasonable request from the corresponding author (J. Mörlein).
DOI: 10.13018/bmse011704
title: NMR quality control of fragment libraries for screening
DOI: 10.25549/greenberg-c90-2197
title: Peninsula apartments, Venice, Calif., 1969

description: Photographs (exterior and interior) of Peninsula apartments, 6 Northstar Street, Venice, California, 1969.
DOI: 10.13018/bmse011705
title: NMR quality control of fragment libraries for screening
DOI: 10.13018/bmse011706
title: NMR quality control of fragment libraries for screening
DOI: 10.25549/greenberg-c90-2202
title: Peninsula apartments, Venice, Calif., 1969

description: Photographs (exterior and interior) of Peninsula apartments, 6 Northstar Street, Venice, California, 1969.
DOI: 10.13018/bmse011707
title: NMR quality control of fragment libraries for screening
DOI: 10.25549/greenberg-c90-2209
title: Peninsula apartments, Venice, Calif., 1969

description: Photographs (exterior and interior) of Peninsula apartments, 6 Northstar Street, Venice, California, 1969.
DOI: 10.13018/bmse011708
title: NMR quality control of fragment libraries for screening
DOI: 10.13018/bmse011709
title: NMR quality control of fragment libraries for screening
DOI: 10.25549/greenberg-c90-2210
title: Peninsula apartments, Venice, Calif., 1969

description: Photographs (exterior and interior) of Peninsula apartments, 6 Northstar Street, Venice, California, 1969.
DOI: 10.13018/bmse011710
title: NMR quality control of fragment libraries for screening
DOI: 10.25549/greenberg-c90-2212
title: Peninsula apartments, Venice, Calif., 1969

description: Photographs (exterior and interior) of Peninsula apartments, 6 Northstar Street, Venice, California, 1969.
DOI: 10.13018/bmse011711
title: NMR quality control of fragment libraries for screening
DOI: 10.13018/bmse011712
title: NMR quality control of fragment libraries for screening
DOI: 10.25549/greenberg-c90-4503
title: Washington Square, Los Angeles, Calif., 1974 [1 of 2]

description: Prospectuses (for Washington Square, for the 28th (1976) annual AIA Honor Awards program, and for Kaiser Cement), photographs (exterior and interior), photographs of architectural models, architectural drawings (cross sections, site plans, renderings and section), envelopes, correspondence and award entry documents, regarding a commercial center, Washington Square, 300-330 West Washington Boulevard, near Marina Del Rey, Los Angeles, California, 1974.
DOI: 10.13018/bmse011713
title: NMR quality control of fragment libraries for screening
DOI: 10.25549/greenberg-c90-4506
title: Washington Square, Los Angeles, Calif., 1974 [1 of 2]

description: Prospectuses (for Washington Square, for the 28th (1976) annual AIA Honor Awards program, and for Kaiser Cement), photographs (exterior and interior), photographs of architectural models, architectural drawings (cross sections, site plans, renderings and section), envelopes, correspondence and award entry documents, regarding a commercial center, Washington Square, 300-330 West Washington Boulevard, near Marina Del Rey, Los Angeles, California, 1974.
DOI: 10.13018/bmse011714
title: NMR quality control of fragment libraries for screening
DOI: 10.13018/bmse011715
title: NMR quality control of fragment libraries for screening
DOI: 10.25549/greenberg-c90-4507
title: Washington Square, Los Angeles, Calif., 1974 [1 of 2]

description: Prospectuses (for Washington Square, for the 28th (1976) annual AIA Honor Awards program, and for Kaiser Cement), photographs (exterior and interior), photographs of architectural models, architectural drawings (cross sections, site plans, renderings and section), envelopes, correspondence and award entry documents, regarding a commercial center, Washington Square, 300-330 West Washington Boulevard, near Marina Del Rey, Los Angeles, California, 1974.
DOI: 10.13018/bmse011716
title: NMR quality control of fragment libraries for screening
DOI: 10.25549/greenberg-c90-4514
title: Washington Square, Los Angeles, Calif., 1974 [1 of 2]

description: Prospectuses (for Washington Square, for the 28th (1976) annual AIA Honor Awards program, and for Kaiser Cement), photographs (exterior and interior), photographs of architectural models, architectural drawings (cross sections, site plans, renderings and section), envelopes, correspondence and award entry documents, regarding a commercial center, Washington Square, 300-330 West Washington Boulevard, near Marina Del Rey, Los Angeles, California, 1974.
DOI: 10.13018/bmse011717
title: NMR quality control of fragment libraries for screening
DOI: 10.25549/greenberg-c90-4516
title: Washington Square, Los Angeles, Calif., 1974 [1 of 2]

description: Prospectuses (for Washington Square, for the 28th (1976) annual AIA Honor Awards program, and for Kaiser Cement), photographs (exterior and interior), photographs of architectural models, architectural drawings (cross sections, site plans, renderings and section), envelopes, correspondence and award entry documents, regarding a commercial center, Washington Square, 300-330 West Washington Boulevard, near Marina Del Rey, Los Angeles, California, 1974.
DOI: 10.13018/bmse011718
title: NMR quality control of fragment libraries for screening
DOI: 10.13018/bmse011719
title: NMR quality control of fragment libraries for screening
DOI: 10.25549/greenberg-c90-3914
title: Washington Square, Los Angeles, Calif., 1974 [2 of 2]

description: Photograph (exterior, interior and aerial), flier, correspondence, photograph of architectural model, prospectus, envelope for a commercial center, Washington Square, 300-330 West Washington Boulevard, near Marina Del Rey, Los Angeles, California, 1974.
DOI: 10.13018/bmse011720
title: NMR quality control of fragment libraries for screening
DOI: 10.13018/bmse011721
title: NMR quality control of fragment libraries for screening
DOI: 10.25549/greenberg-c90-3917
title: Washington Square, Los Angeles, Calif., 1974 [2 of 2]

description: Photograph (exterior, interior and aerial), flier, correspondence, photograph of architectural model, prospectus, envelope for a commercial center, Washington Square, 300-330 West Washington Boulevard, near Marina Del Rey, Los Angeles, California, 1974.
DOI: 10.13018/bmse011722
title: NMR quality control of fragment libraries for screening
DOI: 10.25549/greenberg-c90-3925
title: Washington Square, Los Angeles, Calif., 1974 [2 of 2]

description: Photograph (exterior, interior and aerial), flier, correspondence, photograph of architectural model, prospectus, envelope for a commercial center, Washington Square, 300-330 West Washington Boulevard, near Marina Del Rey, Los Angeles, California, 1974.
DOI: 10.13018/bmse011723
title: NMR quality control of fragment libraries for screening
DOI: 10.13018/bmse011724
title: NMR quality control of fragment libraries for screening
DOI: 10.25549/greenberg-c90-4044
title: Washington Square construction, Los Angeles, Calif., 1974

description: Photographs (exterior and interior) of construction of a commercial center, Washington Square, 300-330 West Washington Boulevard, near Marina Del Rey, Los Angeles, California, 1974.
DOI: 10.13018/bmse011725
title: NMR quality control of fragment libraries for screening
DOI: 10.25549/greenberg-c90-4047
title: Washington Square construction, Los Angeles, Calif., 1974

description: Photographs (exterior and interior) of construction of a commercial center, Washington Square, 300-330 West Washington Boulevard, near Marina Del Rey, Los Angeles, California, 1974.
DOI: 10.13018/bmse011726
title: NMR quality control of fragment libraries for screening
DOI: 10.13018/bmse011727
title: NMR quality control of fragment libraries for screening
DOI: 10.25549/greenberg-c90-3924
title: Washington Square, Los Angeles, Calif., 1974 [2 of 2]

description: Photograph (exterior, interior and aerial), flier, correspondence, photograph of architectural model, prospectus, envelope for a commercial center, Washington Square, 300-330 West Washington Boulevard, near Marina Del Rey, Los Angeles, California, 1974.
DOI: 10.13018/bmse011728
title: NMR quality control of fragment libraries for screening
DOI: 10.25549/greenberg-ouc11399mbzf
title: Washington Square construction, Los Angeles, Calif., 1974

description: Photographs (exterior and interior) of construction of a commercial center, Washington Square, 300-330 West Washington Boulevard, near Marina Del Rey, Los Angeles, California, 1974.
DOI: 10.13018/bmse011729
title: NMR quality control of fragment libraries for screening
DOI: 10.13018/bmse011730
title: NMR quality control of fragment libraries for screening
DOI: 10.25549/greenberg-c90-4038
title: Washington Square construction, Los Angeles, Calif., 1974

description: Photographs (exterior and interior) of construction of a commercial center, Washington Square, 300-330 West Washington Boulevard, near Marina Del Rey, Los Angeles, California, 1974.
DOI: 10.13018/bmse011731
title: NMR quality control of fragment libraries for screening
DOI: 10.25549/greenberg-c90-4042
title: Washington Square construction, Los Angeles, Calif., 1974

description: Photographs (exterior and interior) of construction of a commercial center, Washington Square, 300-330 West Washington Boulevard, near Marina Del Rey, Los Angeles, California, 1974.
DOI: 10.13018/bmse011732
title: NMR quality control of fragment libraries for screening
DOI: 10.13018/bmse011733
title: NMR quality control of fragment libraries for screening
DOI: 10.25549/greenberg-c90-4045
title: Washington Square construction, Los Angeles, Calif., 1974

description: Photographs (exterior and interior) of construction of a commercial center, Washington Square, 300-330 West Washington Boulevard, near Marina Del Rey, Los Angeles, California, 1974.
DOI: 10.13018/bmse011734
title: NMR quality control of fragment libraries for screening
DOI: 10.25549/greenberg-c90-3468
title: Architecture 272 BL "A house analysis", 1957

description: L. Anthony Geenberg. "An analysis of a contemporary house by R.M. Schindler, architect", 1957 June 1. A paper for Architecture 272 BL. Includes photographs (exterior and interior) and architectural drawings (floor plans).
DOI: 10.13018/bmse011735
title: NMR quality control of fragment libraries for screening
DOI: 10.13018/bmse011736
title: NMR quality control of fragment libraries for screening
DOI: 10.25549/greenberg-c90-3470
title: Architecture 272 BL "A house analysis", 1957

description: L. Anthony Geenberg. "An analysis of a contemporary house by R.M. Schindler, architect", 1957 June 1. A paper for Architecture 272 BL. Includes photographs (exterior and interior) and architectural drawings (floor plans).
DOI: 10.13018/bmse011737
title: NMR quality control of fragment libraries for screening
DOI: 10.25549/greenberg-ouc11399ma8m
title: Portfolio: Washington Square, Los Angeles, Calif., 1974

description: Architectural drawings (site plan and section), financial statements, and photographs (exterior) of a commercial center, Washington Square, 300-330 West Washington Boulevard, near Marina Del Rey, Los Angeles, California, 1974.
DOI: 10.13018/bmse011738
title: NMR quality control of fragment libraries for screening
DOI: 10.13018/bmse011739
title: NMR quality control of fragment libraries for screening
DOI: 10.25549/greenberg-ouc11399ma8v
title: Portfolio: Washington Square, Los Angeles, Calif., 1974

description: Architectural drawings (site plan and section), financial statements, and photographs (exterior) of a commercial center, Washington Square, 300-330 West Washington Boulevard, near Marina Del Rey, Los Angeles, California, 1974.
DOI: 10.13018/bmse011740
title: NMR quality control of fragment libraries for screening
DOI: 10.13018/bmse011741
title: NMR quality control of fragment libraries for screening
DOI: 10.25549/greenberg-ouc11399ma95
title: Portfolio: Washington Square, Los Angeles, Calif., 1974

description: Architectural drawings (site plan and section), financial statements, and photographs (exterior) of a commercial center, Washington Square, 300-330 West Washington Boulevard, near Marina Del Rey, Los Angeles, California, 1974.
DOI: 10.13018/bmse011742
title: NMR quality control of fragment libraries for screening
DOI: 10.25549/greenberg-c90-4048
title: Washington Square construction, Los Angeles, Calif., 1974

description: Photographs (exterior and interior) of construction of a commercial center, Washington Square, 300-330 West Washington Boulevard, near Marina Del Rey, Los Angeles, California, 1974.
DOI: 10.13018/bmse011743
title: NMR quality control of fragment libraries for screening
DOI: 10.13018/bmse011744
title: NMR quality control of fragment libraries for screening
DOI: 10.25549/greenberg-c90-4071
title: Washington Square construction, Los Angeles, Calif., 1974

description: Photographs (exterior and interior) of construction of a commercial center, Washington Square, 300-330 West Washington Boulevard, near Marina Del Rey, Los Angeles, California, 1974.
DOI: 10.13018/bmse011745
title: NMR quality control of fragment libraries for screening
DOI: 10.25549/greenberg-c90-4095
title: Washington Square construction, Los Angeles, Calif., 1974

description: Photographs (exterior and interior) of construction of a commercial center, Washington Square, 300-330 West Washington Boulevard, near Marina Del Rey, Los Angeles, California, 1974.
DOI: 10.5284/1139559
title: A382 Drum Bridge to Whitehill Cross and Jetty Marsh Link, Newton Abbot, Devon

description: null
DOI: 10.13018/bmse011746
title: NMR quality control of fragment libraries for screening