cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.xf4abw
title: Occurrence Download

description: A dataset containing 4190 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Observation, Machine Observation, Human Observation, Material sample, Specimen, Living Specimen, Occurrence evidence)",
 "Continent is Asia",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Paulowniaceae"
 ]
}

 The dataset includes 4190 records from 113 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014497-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.54sjzf
title: Occurrence Download

description: A dataset containing 16235 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Observation, Machine Observation, Human Observation, Material sample, Specimen, Living Specimen, Occurrence evidence)",
 "Continent is Asia",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Passifloraceae"
 ]
}

 The dataset includes 16235 records from 113 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014496-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15335306
title: Concrete Documentation Samples for AI-Based Compliance Validation Studies

description: This appendix provides concrete documentation samples used throughout the study. The samples represent realistic formats commonly encountered in construction workflows and were designed to simulate real project documentation. They cover three different construction quality documents: concrete mix design, concrete delivery docket, and concrete test reports, with three representative samples provided for each document type. These samples served as standardized inputs in the validation of AI-based compliance verification approaches.
DOI: 10.5281/zenodo.15335307
title: Concrete Documentation Samples for AI-Based Compliance Validation Studies

description: This appendix provides concrete documentation samples used throughout the study. The samples represent realistic formats commonly encountered in construction workflows and were designed to simulate real project documentation. They cover three different construction quality documents: concrete mix design, concrete delivery docket, and concrete test reports, with three representative samples provided for each document type. These samples served as standardized inputs in the validation of AI-based compliance verification approaches.
DOI: 10.5281/zenodo.15335334
title: AI-Based Validation Results for the Automated Requirement Extraction and Compliance Verification Framework (Method 1)

description: These supplementary materials support an AI-based compliance verification framework developed to extract and validate regulatory requirements from construction quality documents. This upload includes two parts: detailed AI-generated validation outputs for three representative samples of each construction document type concrete mix design, concrete delivery docket, and concrete test reports and a summary of requirement-level compliance results and confusion matrix analysis. These results correspond to the framework evaluated as Method 1 in the study.
DOI: 10.15468/dl.3ax5fv
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "CoordinateUncertaintyInMeters 0.0-250.0",
 "Geometry POLYGON((46.33127 54.35214,55.13964 54.35214,55.13964 56.81664,46.33127 56.81664,46.33127 54.35214))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Alopecurus arundinaceus Poir."
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014501-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hw4prx
title: Occurrence Download

description: A dataset containing 64 species occurrences available in GBIF matching the query:
{
 "and" : [
 "CoordinateUncertaintyInMeters 0.0-250.0",
 "Geometry POLYGON((46.08072 54.53006,55.27833 54.53006,55.27833 56.65813,46.08072 56.65813,46.08072 54.53006))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Alopecurus pratensis L."
 ]
}

 The dataset includes 64 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014503-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15335342
title: AI-Based Validation Results for the Hybrid Requirement Extraction and Compliance Verification Framework (Method 2)

description: These supplementary materials support a hybrid AI-assisted framework developed for extracting and validating regulatory requirements from construction quality documents. This upload includes two parts: detailed AI-generated validation outputs for three representative samples of each construction document type concrete mix design, concrete delivery docket, and concrete test reports and a summary of requirement-level compliance comparisons with associated confusion matrix analysis. These results correspond to the framework evaluated as Method 2 in the study.
DOI: 10.15468/dl.5es7k7
title: Occurrence Download

description: A dataset containing 18 species occurrences available in GBIF matching the query:
{
 "and" : [
 "CoordinateUncertaintyInMeters 0.0-250.0",
 "Geometry POLYGON((46.39783 54.51161,55.19823 54.51161,55.19823 56.73211,46.39783 56.73211,46.39783 54.51161))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Althaea officinalis L."
 ]
}

 The dataset includes 18 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014504-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15335732
title: AI-Based Validation Results for the Automated Compliance Verification Framework with Prompt Engineering (Method 3)

description: These supplementary materials support a fully automated compliance verification framework leveraging prompt engineering and contextual reasoning to validate construction documents against regulatory requirements. This upload includes two parts: detailed AI-generated validation outputs for three representative samples of each construction quality document concrete mix design, concrete delivery docket, and concrete test reports and a summary of performance results based on requirement-level classification and confusion matrix analysis. These results correspond to the framework evaluated as Method 3 in the study.
DOI: 10.15468/dl.5evvyu
title: Occurrence Download

description: A dataset containing 158 species occurrences available in GBIF matching the query:
{
 "and" : [
 "CoordinateUncertaintyInMeters 0.0-250.0",
 "Geometry POLYGON((46.21007 54.42552,55.45848 54.42552,55.45848 56.84614,46.21007 56.84614,46.21007 54.42552))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Amaranthus retroflexus L."
 ]
}

 The dataset includes 158 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014506-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.58xv6c
title: Occurrence Download

description: A dataset containing 656 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Observation, Machine Observation, Human Observation, Material sample, Specimen, Living Specimen, Occurrence evidence)",
 "Continent is Asia",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Peraceae"
 ]
}

 The dataset includes 656 records from 34 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014508-250426092105405/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.28927283
title: National Survey of First-Grade Science Curriculum Implementation in China

description: his dataset contains responses from a nationwide survey of 121,757 first-grade students across 23 provinces, five autonomous regions, and four municipalities in China. The survey was conducted to assess the implementation and effectiveness of the 2017 "Compulsory Education Primary School Science Curriculum Standards" issued by the Ministry of Education. The dataset explores key aspects of science education at the primary school level, including the frequency and quality of science classes, students’ attitudes toward science, and their evaluations of first-grade science textbooks. Additionally, the data includes information on the availability of science teaching resources, such as material packs and hands-on learning activities. The findings provide valuable insights for policymakers, educators, and researchers focused on improving science education in China.
DOI: 10.6084/m9.figshare.28927283.v1
title: National Survey of First-Grade Science Curriculum Implementation in China

description: his dataset contains responses from a nationwide survey of 121,757 first-grade students across 23 provinces, five autonomous regions, and four municipalities in China. The survey was conducted to assess the implementation and effectiveness of the 2017 "Compulsory Education Primary School Science Curriculum Standards" issued by the Ministry of Education. The dataset explores key aspects of science education at the primary school level, including the frequency and quality of science classes, students’ attitudes toward science, and their evaluations of first-grade science textbooks. Additionally, the data includes information on the availability of science teaching resources, such as material packs and hands-on learning activities. The findings provide valuable insights for policymakers, educators, and researchers focused on improving science education in China.
DOI: 10.15468/dl.x4ktmf
title: Occurrence Download

description: A dataset containing 73253 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "TaxonKey is Cercis L."
 ]
}

 The dataset includes 73253 records from 647 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014500-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hje9kh
title: Occurrence Download

description: A dataset containing 23516 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "TaxonKey is Cercocarpus Kunth"
 ]
}

 The dataset includes 23516 records from 207 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014511-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7mzfsk
title: Occurrence Download

description: A dataset listing the 939 species recorded in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Observation, Machine Observation, Human Observation, Material sample, Material citation, Specimen, Occurrence evidence)",
 "Country is Uruguay",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Aves"
 ]
}

 The dataset's 939 records were derived from 44 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011325-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.s77wbj
title: Occurrence Download

description: A dataset containing 769 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((3.47456 43.2835,4.3636 43.46283,4.63141 43.97828,3.97381 44.12548,3.07162 43.86526,3.47456 43.2835))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Ajuga iva (L.) Schreb."
 ]
}

 The dataset includes 769 records from 32 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011335-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15258936
title: Three Gorges Dam Operations Drive CO2 Emissions Dynamics from the Hydro-fluctuation Belt of the Three Gorges Reservoir
DOI: 10.5281/zenodo.15258937
title: Three Gorges Dam Operations Drive CO2 Emissions Dynamics from the Hydro-fluctuation Belt of the Three Gorges Reservoir
DOI: 10.5517/ccdc.csd.cc2klm82
title: CCDC 2371384: Experimental Crystal Structure Determination

description: Related Article: Xiao Zhang, Yan-Zhen Li, Ya-Ting Lai, Wei Zeng, Min Yu, Jun-Tao Huang, Hong-Lei Jin, Wei-Qun Yang, Zhong-Xiang Zhao|2025|Phytochemistry|236|114481|doi:10.1016/j.phytochem.2025.114481
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.cc2klm93
title: CCDC 2371385: Experimental Crystal Structure Determination

description: Related Article: Xiao Zhang, Yan-Zhen Li, Ya-Ting Lai, Wei Zeng, Min Yu, Jun-Tao Huang, Hong-Lei Jin, Wei-Qun Yang, Zhong-Xiang Zhao|2025|Phytochemistry|236|114481|doi:10.1016/j.phytochem.2025.114481
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.cc2klmb4
title: CCDC 2371386: Experimental Crystal Structure Determination

description: Related Article: Xiao Zhang, Yan-Zhen Li, Ya-Ting Lai, Wei Zeng, Min Yu, Jun-Tao Huang, Hong-Lei Jin, Wei-Qun Yang, Zhong-Xiang Zhao|2025|Phytochemistry|236|114481|doi:10.1016/j.phytochem.2025.114481
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.cc2ky0r9
title: CCDC 2381381: Experimental Crystal Structure Determination

description: Related Article: Hendrik J. van der Poll, Rudolph Erasmus, Melanie Rademeyer|2025|CrystEngComm|27|2545|doi:10.1039/D4CE00907J
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.cc2ky0tc
title: CCDC 2381383: Experimental Crystal Structure Determination

description: Related Article: Hendrik J. van der Poll, Rudolph Erasmus, Melanie Rademeyer|2025|CrystEngComm|27|2545|doi:10.1039/D4CE00907J
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.cc2l3c36
title: CCDC 2386507: Experimental Crystal Structure Determination

description: Related Article: Ya-hui Han, Jin-jin Zhao, Ning Ren, Jian-jun Zhang|2025|J.Mol.Struct.|1336|142072|doi:10.1016/j.molstruc.2025.142072
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.cc2ky0q8
title: CCDC 2381380: Experimental Crystal Structure Determination

description: Related Article: Hendrik J. van der Poll, Rudolph Erasmus, Melanie Rademeyer|2025|CrystEngComm|27|2545|doi:10.1039/D4CE00907J
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.cc2ky0yh
title: CCDC 2381387: Experimental Crystal Structure Determination

description: Related Article: Hendrik J. van der Poll, Rudolph Erasmus, Melanie Rademeyer|2025|CrystEngComm|27|2545|doi:10.1039/D4CE00907J
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.cc2ky0sb
title: CCDC 2381382: Experimental Crystal Structure Determination

description: Related Article: Hendrik J. van der Poll, Rudolph Erasmus, Melanie Rademeyer|2025|CrystEngComm|27|2545|doi:10.1039/D4CE00907J
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.cc2ky10l
title: CCDC 2381389: Experimental Crystal Structure Determination

description: Related Article: Hendrik J. van der Poll, Rudolph Erasmus, Melanie Rademeyer|2025|CrystEngComm|27|2545|doi:10.1039/D4CE00907J
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.cc2ky0xg
title: CCDC 2381386: Experimental Crystal Structure Determination

description: Related Article: Hendrik J. van der Poll, Rudolph Erasmus, Melanie Rademeyer|2025|CrystEngComm|27|2545|doi:10.1039/D4CE00907J
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: 10.5281/zenodo.14216468
title: Specialized and generalized non-material Nature's Contributions to People at Mount Kilimanjaro using Twitter posts.

description: This dataset was collected as part of the Kili-SES research unit, Subproject 2, Work Package 2, which focuses on understanding the elements of nature that support non-material contributions, such as aesthetic enjoyment, recreation, and spirituality. Using the NCP paradigm, non-material contributions of nature to people (NCP) were identified through an inductive approach, together with the entities of nature (EN) mentioned in Twitter posts.

This dataset builds on https://doi. org/10.5281/zenodo.14217191 by including those specific EN (and human-made features) mentioned by tourists on their Twitter posts - in order to enable evaluation of NCP-EN associations. Overview: this dataset was collected in October 2021 using the R package academictwitteR with Twitter’s official Application Programming Interface keys (API; https://developer.twitter.com/en/docs). These are publicly available Tweets targeting Mount Kilimanjaro National Park (Tanzania) and its surroundings from 10 years (April 2011 to June 2021). Data were manually filtered and cleaned to preserve tourists' Tweets of their nature experiences at Mount Kilimanjaro, Tanzania. These final dataset contains 1255 entries, and each observation represents a Tweet that contains at least one non-material nature's contributions to people (non-material NCP) and one entity of nature mentioned by an individual.Please refer to the README document to understand the data structure of this dataset, and the corresponding codes to characterize each non-material NCP as either specialized or generalized. This work was supported by the Deutsche Forschungsgemeinschaft (DFG, German Research Foundation), Research Unit 5064: “The role of nature for human well-being in the Kilimanjaro Social-Ecological System (Kili-SES)” (Project Number 428658210).
DOI: 10.5281/zenodo.15260143
title: Supplementary data to "Perianth symmetry in sexually differentiated flowers of Akebia quinata (Lardizabalaceae)"

description: The supplementary data consist of the following files:

A) "primary-data_01.txt" includes the landmark and semilandmark coordinates of Akebia quinata perienth outlines; first four columns specify sex, flower identity, imaging and digitisation of individual configurations;

B) "R_script - symmetry analysis.odt" includes the R script used for the analysis if trimeric symmetry described in the paper submitted simultaneously to PeerJ;

C) "R_script - multivariate Procrustes Anova.odt" includes the R script used for the multivariate Procrustes ANOVA model partitioning symmetric variation of perianths to different sources.
DOI: 10.15468/dl.zq963n
title: Occurrence Download

description: A dataset containing 1002718 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Juncus effusus L.",
 "BasisOfRecord is one of (Human Observation, Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1002718 records from 2655 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009339-250415084134356/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.