cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.fr963t
title: Occurrence Download

description: A dataset containing 25835 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Achillea atrata L., Achillea holosericea Sibth. & Sm., Clinopodium alpinum (L.) Kuntze)",
 "Geometry POLYGON((-9.36035 44.71551,-10.59082 42.81152,-11.82129 36.80928,-7.69043 36.17336,-3.38379 35.88905,3.12012 38.13456,9.18457 38.20366,11.7334 37.16032,12.78809 34.74161,17.09473 33.79741, 23.15918 34.23451,30.10254 32.62087,33.2666 32.99024,35.72754 35.03,33.00293 35.53223,28.69629 35.17381,28.34473 36.31513,25.7959 37.50973,24.91699 39.90974,28.78418 40.6473,30.71777 41.17865,36.87012 45.213,38.18848 46.98025,38.71582 47.7541,39.94629 47.93107,40.20996 49.61071,37.0459 50.34546,35.72754 50.40152,33.79395 52.26816,31.68457 51.94426,31.4209 53.27835,32.56348 53.43572,30.98145 54.77535,30.89355 55.52863,28.43262 56.02295,27.20215 57.65716,27.37793 58.30949,27.90527 59.17593,29.66309 59.88894,27.6416 60.58697,31.50879 62.75473,28.78418 69.83962,30.89355 70.28912,29.22363 71.55274,21.75293 71.30079,14.28223 70.14036,11.38184 67.47492,4.87793 63.66576,-5.53711 71.52491,-10.63477 71.69129,-21.5332 67.74276,-28.56445 65.36684,-24.3457 61.35461,-9.36035 44.71551))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "Year is less than or equal to 2021"
 ]
}

 The dataset includes 25835 records from 128 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0159870-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.awxmj5
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Rubus laetecoloratus Nyár."
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0106279-230530130749713/datasets/export for details.
DOI: 10.25549/pcra-c14-47871
title: Redemption tidings, vol. 24, nos. 1-26, 2 Jan. - 17 Dec. 1948

description: [description english/roman)] Issued fortnightly (every two weeks). "A full gospel magazine for all believers" -- subtitle. Includes Tidings from our missionaries in each issue (2-16 Jan., 13 Feb. - 23 Apr., 21 May - 17 Dec. 1948) except vol. 24 nos. 3 & 10. Bound with vol. 25.
DOI: 10.15468/dl.ssjqbe
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Starksia sella Williams & Mounts, 2003"
 ]
}

 The dataset includes 8 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0068376-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mfxzme
title: Occurrence Download

description: A dataset containing 1729 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Geometry POLYGON((-131.89435 31.54705,-70.94589 31.54705,-70.94589 54.43383,-131.89435 54.43383,-131.89435 31.54705))",
 "HasCoordinate is true",
 "TaxonKey is Elaeagnus angustifolia L."
 ]
}

 The dataset includes 1729 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0074840-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/pcra-c14-47554
title: Redemption tidings, vol. 23, nos. 1-26, 3 Jan. - 19 Dec. 1947

description: [description english/roman)] Issued fortnightly (every two weeks). "A full gospel magazine for all believers" -- subtitle. Includes Tidings from our missionaries in each issue (3 Jan. - 6 June, 4 July - 19 Dec. 1947) except vol. 23, nos. 13 & 20. Bound with vol. 22.
DOI: 10.15468/dl.u575vw
title: Occurrence Download

description: A dataset containing 41 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Kassina arboricola Perret, 1985)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 41 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0060497-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4hr3xa
title: Occurrence Download

description: A dataset containing 533 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Stachys aspera Michx., Stagnicola corvus (Gmelin, 1791))",
 "Geometry POLYGON((-9.36035 44.71551,-10.59082 42.81152,-11.82129 36.80928,-7.69043 36.17336,-3.38379 35.88905,3.12012 38.13456,9.18457 38.20366,11.7334 37.16032,12.78809 34.74161,17.09473 33.79741, 23.15918 34.23451,30.10254 32.62087,33.2666 32.99024,35.72754 35.03,33.00293 35.53223,28.69629 35.17381,28.34473 36.31513,25.7959 37.50973,24.91699 39.90974,28.78418 40.6473,30.71777 41.17865,36.87012 45.213,38.18848 46.98025,38.71582 47.7541,39.94629 47.93107,40.20996 49.61071,37.0459 50.34546,35.72754 50.40152,33.79395 52.26816,31.68457 51.94426,31.4209 53.27835,32.56348 53.43572,30.98145 54.77535,30.89355 55.52863,28.43262 56.02295,27.20215 57.65716,27.37793 58.30949,27.90527 59.17593,29.66309 59.88894,27.6416 60.58697,31.50879 62.75473,28.78418 69.83962,30.89355 70.28912,29.22363 71.55274,21.75293 71.30079,14.28223 70.14036,11.38184 67.47492,4.87793 63.66576,-5.53711 71.52491,-10.63477 71.69129,-21.5332 67.74276,-28.56445 65.36684,-24.3457 61.35461,-9.36035 44.71551))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "Year is less than or equal to 2021"
 ]
}

 The dataset includes 533 records from 37 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0254003-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/pcra-c14-47552
title: Redemption tidings, vol. 23, nos. 1-26, 3 Jan. - 19 Dec. 1947

description: [description english/roman)] Issued fortnightly (every two weeks). "A full gospel magazine for all believers" -- subtitle. Includes Tidings from our missionaries in each issue (3 Jan. - 6 June, 4 July - 19 Dec. 1947) except vol. 23, nos. 13 & 20. Bound with vol. 22.
DOI: 10.15468/dl.nfjusd
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Leptobrachella baluensis Smith, 1931)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0060519-230224095556074/datasets/export for details.
DOI: 10.15468/dl.qmscdd
title: Occurrence Download

description: A dataset listing the 352 species recorded in GBIF matching the query:
{
 "and" : [
 "Country is Panama",
 "TaxonKey is Chiroptera"
 ]
}

 The dataset's 352 records were derived from 56 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0144412-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/pcra-c14-47628
title: Redemption tidings, vol. 23, nos. 1-26, 3 Jan. - 19 Dec. 1947

description: [description english/roman)] Issued fortnightly (every two weeks). "A full gospel magazine for all believers" -- subtitle. Includes Tidings from our missionaries in each issue (3 Jan. - 6 June, 4 July - 19 Dec. 1947) except vol. 23, nos. 13 & 20. Bound with vol. 22.
DOI: 10.15468/dl.8raaar
title: Occurrence Download

description: A dataset containing 8397 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "DatasetKey is iNaturalist Research-grade Observations",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Cyanocitta cristata (Linnaeus, 1758)",
 "Year 2011-2018"
 ]
}

 The dataset includes 8397 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0160390-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zvfgxm
title: Occurrence Download

description: A dataset containing 15038 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON ((-86.8058443000000040 36.0880555999999970, -86.8058443000000040 36.1014203499999979, -86.8058443000000040 36.1177550399999987, -86.8058443000000040 36.1296348199999997, -86.8058443000000040 36.1400296200000000, -86.8058443000000040 36.1541368500000004, -86.8058443000000040 36.1623042000000012, -86.7962246900000025 36.1623042000000012, -86.7792102100000022 36.1623042000000012, -86.7666342899999989 36.1623042000000012, -86.7496198099999987 36.1623042000000012, -86.7252050000000025 36.1623042000000012, -86.7252050000000025 36.1467119900000000, -86.7252050000000025 36.1355746999999994, -86.7252050000000025 36.1222099599999993, -86.7252050000000025 36.1029053199999979, -86.7252050000000025 36.0880555999999970, -86.7385234099999991 36.0880555999999970, -86.7562776500000012 36.0880555999999970, -86.7681138100000027 36.0880555999999970, -86.7829090099999974 36.0880555999999970, -86.8058443000000040 36.0880555999999970))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1932",
 "BasisOfRecord is one of (Human Observation, Living Specimen, Observation, Specimen, Machine Observation)"
 ]
}

 The dataset includes 15038 records from 32 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0102443-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vh3t9a
title: Occurrence Download

description: A dataset containing 21 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-110.96194 -23.38478,-19.03806 -23.38478,-19.03806 13.38478,-110.96194 13.38478,-110.96194 -23.38478))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Piptadenia robusta Pittier",
 "Year 1990-2007"
 ]
}

 The dataset includes 21 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0060521-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/pcra-c14-47578
title: Redemption tidings, vol. 23, nos. 1-26, 3 Jan. - 19 Dec. 1947

description: [description english/roman)] Issued fortnightly (every two weeks). "A full gospel magazine for all believers" -- subtitle. Includes Tidings from our missionaries in each issue (3 Jan. - 6 June, 4 July - 19 Dec. 1947) except vol. 23, nos. 13 & 20. Bound with vol. 22.
DOI: 10.15468/dl.t9cyu5
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON ((-101.8930888999999951 35.1952068000000011, -101.8930888999999951 35.1956721500000000, -101.8930888999999951 35.1966493899999975, -101.8930888999999951 35.1977662299999992, -101.8930888999999951 35.1985573199999990, -101.8930888999999951 35.1998602999999974, -101.8922522099999952 35.1998602999999974, -101.8910437300000069 35.1998602999999974, -101.8896028599999966 35.1998602999999974, -101.8888591799999972 35.1998602999999974, -101.8877901400000070 35.1998602999999974, -101.8868605499999944 35.1998602999999974, -101.8856520700000061 35.1998602999999974, -101.8849548700000014 35.1998602999999974, -101.8838393000000053 35.1998602999999974, -101.8838393000000053 35.1988830600000000, -101.8838393000000053 35.1981850399999985, -101.8838393000000053 35.1974870199999970, -101.8838393000000053 35.1965097799999995, -101.8838393000000053 35.1959048300000035, -101.8838393000000053 35.1952068000000011, -101.8848154300000033 35.1952068000000011, -101.8854661499999992 35.1952068000000011, -101.8865351900000036 35.1952068000000011, -101.8872788599999950 35.1952068000000011, -101.8881154999999978 35.1952068000000011, -101.8890915799999988 35.1952068000000011, -101.8898817400000070 35.1952068000000011, -101.8909507700000034 35.1952068000000011, -101.8917874100000063 35.1952068000000011, -101.8930888999999951 35.1952068000000011))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1932",
 "BasisOfRecord is one of (Human Observation, Living Specimen, Observation, Specimen, Machine Observation)"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0102454-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uvcr88
title: Occurrence Download

description: A dataset containing 1714 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "TaxonKey is Abeillia abeillei (R.Lesson & Delattre, 1839)"
 ]
}

 The dataset includes 1714 records from 37 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021940-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5whruw
title: Occurrence Download

description: A dataset containing 5789 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Myotis alcathoe von Helversen & Heller, 2001)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 5789 records from 366 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0060430-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.r7t3cr
title: Occurrence Download

description: A dataset listing the 393 species recorded in GBIF matching the query:
{
 "DatasetKey" : [
 "is Suivi Photographique des Insectes Pollinisateurs (SPIPOLL)"
 ]
}

 The dataset's 393 records were derived from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0053761-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17941193
title: OPTIMIZING BUILDING ENERGY EFFICIENCY USING AI AND DIGITAL TECHNOLOGIES: A COMPREHENSIVE ANALYTICAL REVIEW
DOI: 10.5281/zenodo.17941192
title: OPTIMIZING BUILDING ENERGY EFFICIENCY USING AI AND DIGITAL TECHNOLOGIES: A COMPREHENSIVE ANALYTICAL REVIEW
DOI: 10.7910/dvn/azg2y3
title: Replication Data for: Participant Accuracy Data for AI-Assisted Phonological Drills on English Plural Inflections by Mandarin

description: This dataset contains demographic and performance data from 185 intermediate-to-advanced Mandarin-speaking undergraduate EFL learners participating in a quasi-experimental study on the effects of AI-assisted phonological drills (using the SpeakGuru platform) for overcoming L1 phonological interference in spontaneous production of English plural inflections. Data includes participant ID (experimental or control group), age, gender (1=male, 2=female), age of onset of English learning, years of English learning, English proficiency level (1=intermediate, 2=upper-intermediate, 3=advanced), and accuracy percentages for pre-test, post-test, and one-month delayed post-test (assessed via semi-structured interviews eliciting ~20 obligatory plural contexts). The experimental group (n=95) showed significant gains (pre: ~50%, post: ~75%, delayed: ~73%), while the control group (n=90) showed minimal changes, supporting the Prosodic Transfer Hypothesis and behaviorist principles. Data is in tabular format for statistical analysis (e.g., mixed-effects models). Ethical standards were followed, including informed consent.
DOI: 10.15468/dl.vmnf38
title: Occurrence Download

description: A dataset containing 43461 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Apidae",
 "Country is Brazil",
 "HasCoordinate is true",
 "Year is greater than or equal to 2000",
 "Year is less than or equal to 2024"
 ]
}

 The dataset includes 43461 records from 60 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0053768-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.grkc4x
title: Occurrence Download

description: A dataset containing 523215 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Suivi Photographique des Insectes Pollinisateurs (SPIPOLL)"
 ]
}

 The dataset includes 523215 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0053762-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57745/xp5pw5
title: GRAMO_NTS_POS_repos.csv

description: Untargeted Metabolomics Feature Intensities per samples (dataMatrix)
DOI: 10.57745/582cgk
title: GRAMO_P180BIOCRATES_repos.tab

description: Targeted Metabolomics (Biocrates p180 quantitative table)
DOI: 10.57745/xp4t78
title: GRAMO_annotation_df_repos.tab

description: Untargeted Metabolomics Features Annotation (variableMetadata)
DOI: 10.5281/zenodo.17914783
title: Phase 6: Coherent expansion dynamics and cosmological confinement with SPARC data derived from the fundamental field framework (KFQubit)

description: This publication corresponds to Phase 6 of the KFQubit Project and presents an empirical and coherence-based analysis of the expansion of the universe using real observational data from SPARC, 4FGL and the KFQubit internal datasets.Unlike standard cosmological models that rely on free parameters, cosmological constants, or hypothetical dark-energy fluids, the KFQbit framework proposes that cosmic expansion is the emergent manifestation of a timeless, non-collapsed Fundamental Field (FF). This field becomes observable only when environmental conditions surpass coherence thresholds.

Phase 6 implements the KFQU Analyzer and the KFQU Operator to process raw physical data without any parameter tuning. Using these tools, the framework identifies reproducible structural coherences across galaxies and gamma-ray sources, demonstrating that expansion and confinement arise from the same underlying mechanism.

This publication provides:• The theoretical basis of cosmological coherence in the KFQubit framework.• The mathematical foundation connecting local expansion slopes, baryonic environments, and high-energy astrophysical sources.• A reproducible scientific pipeline based on Python codes archived in Zenodo.• Empirical detection of coherent galactic environments where the Fundamental Field becomes partially manifest.• A falsifiable, parameter-free cosmological interpretation linking quantum field behavior, baryonic structure, and large-scale cosmic expansion.

Phase 6 does not claim to resolve the cosmological problem completely, but it establishes a verifiable, reproducible, and extendable foundation unifying quantum, galactic, and cosmological phenomena under a single physical framework.

This dataset includes:• The full LaTeX document for Phase 6 (English version).• All figures, tables, and supplementary materials used in this study.• References to previous KFQubit phases and Python source code repositories.



 










To better understand the KFQUbit framework, read the following documents:
Master Document
Quantum Orbitals
There you will find the theoretical basis of the framework.
DOI: 10.5281/zenodo.17914784
title: Phase 6: Coherent expansion dynamics and cosmological confinement with SPARC data derived from the fundamental field framework (KFQubit)

description: This publication corresponds to Phase 6 of the KFQubit Project and presents an empirical and coherence-based analysis of the expansion of the universe using real observational data from SPARC, 4FGL and the KFQubit internal datasets.Unlike standard cosmological models that rely on free parameters, cosmological constants, or hypothetical dark-energy fluids, the KFQbit framework proposes that cosmic expansion is the emergent manifestation of a timeless, non-collapsed Fundamental Field (FF). This field becomes observable only when environmental conditions surpass coherence thresholds.

Phase 6 implements the KFQU Analyzer and the KFQU Operator to process raw physical data without any parameter tuning. Using these tools, the framework identifies reproducible structural coherences across galaxies and gamma-ray sources, demonstrating that expansion and confinement arise from the same underlying mechanism.

This publication provides:• The theoretical basis of cosmological coherence in the KFQubit framework.• The mathematical foundation connecting local expansion slopes, baryonic environments, and high-energy astrophysical sources.• A reproducible scientific pipeline based on Python codes archived in Zenodo.• Empirical detection of coherent galactic environments where the Fundamental Field becomes partially manifest.• A falsifiable, parameter-free cosmological interpretation linking quantum field behavior, baryonic structure, and large-scale cosmic expansion.

Phase 6 does not claim to resolve the cosmological problem completely, but it establishes a verifiable, reproducible, and extendable foundation unifying quantum, galactic, and cosmological phenomena under a single physical framework.

This dataset includes:• The full LaTeX document for Phase 6 (English version).• All figures, tables, and supplementary materials used in this study.• References to previous KFQubit phases and Python source code repositories.



 










To better understand the KFQUbit framework, read the following documents:
Master Document
Quantum Orbitals
There you will find the theoretical basis of the framework.
DOI: 10.7910/dvn/6p5q0d
title: Anonymous Replication Data for Impact of Dietary Behavior and Nutrition Literacy on Academic Performance, Motivation, and Schedule Irregularity

description: This is an anonymous data for RuEFAC study:"Impact of Dietary Behavior and Nutrition Literacy on Academic Performance, Engagement, and Schedule Irregularity Among Engineering Students in Ruhuna: A Cross-Sectional Study"
DOI: 10.7910/dvn/0g0frl
title: Replication code for RuEFAC Dietary Behavior and Nutrition Literacy Impact on Academic Factors

description: This is the replication for "Impact of Dietary Behavior and Nutrition Literacy on Academic Performance, Engagement, and Schedule Irregularity Among Engineering Students in Ruhuna"
DOI: 10.15468/dl.bpgtnx
title: Occurrence Download

description: A dataset containing 112 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Stenopola bohlsii"
 ]
}

 The dataset includes 112 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0053769-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.30526103.v1
title: Original data of sample survey in Moshan Scenic Area

description: Original data of sample survey in Moshan Scenic Area.