cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.18361408
title: A 100m Gridded Anthropogenic Heat Inventory Dataset for the Belt and Road Region

description: Data Introduction

Anthropogenic heat (AH) is heat generated by human activities. Anthropogenic heat emission (AHE) has an important impact on urban thermal environment, atmospheric circulation, air quality, and even regional climate. Accurate estimation of AH is of great significance to the study of human activities affecting the climate and environment. In recent years, the rapid development of information technology and the availability of massive amounts of data have made machine learning a powerful tool for estimating anthropogenic heat fluxes (AHF) and assessing their impacts. Multi-source remote sensing data are also widely used to obtain more detailed spatial and temporal distribution characteristics of AH. Despite recent advances in deep learning for geographic ecosystem monitoring, there is still a need for larger regional scale AH datasets with higher resolution for regional climate and atmospheric environment numerical simulations. Here, we combine multi-source remote sensing, meteorological, urban POI data and machine learning models to build a Belt and Road AH dataset. It contains more than 300 million small data blocks sampled from countries along the Belt and Road in 2022 with a spatial resolution of 100×100 m. Covering Southeast Asia, South Asia, West Asia, Central and Eastern Europe, Central Asia and the Commonwealth of Independent States 64 countries. 
description: This data is in tif form. Through python, arcgis and other professional software processing. Since the original file is large, the original version uploads the most important parts. The rest will be uploaded in a continuously updated version. Please feel free to contact us if you have any questions about the data content.
DOI: 10.5281/zenodo.18361409
title: A 100m Gridded Anthropogenic Heat Inventory Dataset for the Belt and Road Region

description: Data Introduction

Anthropogenic heat (AH) is heat generated by human activities. Anthropogenic heat emission (AHE) has an important impact on urban thermal environment, atmospheric circulation, air quality, and even regional climate. Accurate estimation of AH is of great significance to the study of human activities affecting the climate and environment. In recent years, the rapid development of information technology and the availability of massive amounts of data have made machine learning a powerful tool for estimating anthropogenic heat fluxes (AHF) and assessing their impacts. Multi-source remote sensing data are also widely used to obtain more detailed spatial and temporal distribution characteristics of AH. Despite recent advances in deep learning for geographic ecosystem monitoring, there is still a need for larger regional scale AH datasets with higher resolution for regional climate and atmospheric environment numerical simulations. Here, we combine multi-source remote sensing, meteorological, urban POI data and machine learning models to build a Belt and Road AH dataset. It contains more than 300 million small data blocks sampled from countries along the Belt and Road in 2022 with a spatial resolution of 100×100 m. Covering Southeast Asia, South Asia, West Asia, Central and Eastern Europe, Central Asia and the Commonwealth of Independent States 64 countries. 
description: This data is in tif form. Through python, arcgis and other professional software processing. Since the original file is large, the original version uploads the most important parts. The rest will be uploaded in a continuously updated version. Please feel free to contact us if you have any questions about the data content.
DOI: 10.15468/dl.veqjar
title: Occurrence Download

description: A dataset containing 62 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Asia",
 "Country is China",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Solanum dulcamara",
 "Year 1960-2010"
 ]
}

 The dataset includes 62 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010727-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ptmsf5
title: Occurrence Download

description: A dataset containing 61 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Stenocline inuloides",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 61 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010725-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.e2ubp6
title: Occurrence Download

description: A dataset containing 12 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Stenopadus jauensis",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 12 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010729-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2rthe9
title: Occurrence Download

description: A dataset containing 1873 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Stenotus acaulis",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 1873 records from 79 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010731-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18336876
title: Grain morphometric analysis on mudbrick thin sections

description: This dataset contains raw thin-section images, processed segmentation masks, morphometric measurements, and analysis code for automated grain morphometry of archaeological mudbrick samples.

The dataset includes 45 cross-polarized light (XPL) microscopy images from two sites: Artaxata, Armenia (Urartian/Hellenistic, n=27) and Los Villares de la Encarnación, Spain (Early Iron Age, n=18). The repository provides the complete computational workflow, including K-means clustering segmentation, morphometric feature extraction, and statistical analysis scripts.  

Both sites have been previously analyzed and published: Artaxata (https://doi.org/10.1371/journal.pone.0292361) and Los Villares de la Encarnación  (https://doi.org/10.1515/opar-2022-0304). All code is Python-based and fully documented in the associated GitHub repository.
DOI: 10.5281/zenodo.18336877
title: Grain morphometric analysis on mudbrick thin sections

description: This dataset contains raw thin-section images, processed segmentation masks, morphometric measurements, and analysis code for automated grain morphometry of archaeological mudbrick samples.

The dataset includes 45 cross-polarized light (XPL) microscopy images from two sites: Artaxata, Armenia (Urartian/Hellenistic, n=27) and Los Villares de la Encarnación, Spain (Early Iron Age, n=18). The repository provides the complete computational workflow, including K-means clustering segmentation, morphometric feature extraction, and statistical analysis scripts.  

Both sites have been previously analyzed and published: Artaxata (https://doi.org/10.1371/journal.pone.0292361) and Los Villares de la Encarnación  (https://doi.org/10.1515/opar-2022-0304). All code is Python-based and fully documented in the associated GitHub repository.
DOI: 10.34740/kaggle/dsv/14612457
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.3886/e244621
title: St. Camillus College of Nursing Sciences, Uromi 2026/2027 ADMISSION FORM Is Out Call 09032974622

description: St. Camillus College of Nursing Sciences, Uromi 2026/2027 ADMISSION FORM Is Out Call 09032974622 09032974622, Also For Transcript Collection Call 09032974622 for more details... The Management of the school hereby informs the general public on the sales of the general Nursing Admission form into the School of Nursing/Midwifery. And also the sales of the two (2) years Post Basic Nursing Programme. Contact the school Admin — DR MRS GRACE on 09032974622 for more details on how to purchase the form and register online
DOI: 10.15468/dl.5bdq6g
title: Occurrence Download

description: A dataset containing 12 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Hexanchiformes",
 "Country is China",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 12 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010732-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kejfwn
title: Occurrence Download

description: A dataset containing 458 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Stephanomeria diegensis",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 458 records from 27 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010733-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18366853
title: CONSORT 2025 Checklist for A Comparative Study of Perioperative Analgesia Between Anterior Subcostal Quadratus Lumborum Block and Subcostal Transversus Abdominis Plane Block in Laparoscopic Cholecystectomy

description: This dataset contains the CONSORT 2025 checklist, participant flow diagram, and study protocol for a single-blind randomized controlled trial comparing the anterior subcostal quadratus lumborum block and the subcostal transversus abdominis plane block in patients undergoing laparoscopic cholecystectomy.

The files are provided to ensure transparent reporting of trial design, participant flow, randomization, and outcome assessment in accordance with the CONSORT 2025 statement.

These materials are intended to support the associated manuscript and facilitate reproducibility and critical appraisal of the study.
DOI: 10.15468/dl.gdatkn
title: Occurrence Download

description: A dataset containing 17 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lamniformes",
 "Country is China",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 17 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010734-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qrwnma
title: Occurrence Download

description: A dataset containing 38 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Stevia hirsuta",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 38 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010735-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.13378804
title: Kompozyty - testy tarcia
DOI: 10.5281/zenodo.13379142
title: Kompozyty - testy tarcia
DOI: 10.5281/zenodo.17442306
title: Supplemental material for: 'A Framework for Similarity-based and Resource-aware Orchestration of End-to-End Test Cases'

description: This replication package includes the different Jenkinsfiles, docker-compose files, environment files `.env` and coverage data in both xml and exec formats.The replication package structure is depicted as follows:- `📁 data/` contains all execution data and the scripts required to run the different execution plans. It is organized  into two subfolders:  - `📁 coverage/` includes the coverage files from the 6 execution alternatives, collected with JaCoCo during test    execution. Coverage data is provided in two formats (.xml and .exec), and organized into folders according to each    alternative (e.g. prioritization without orchestration, minimization, baseline).  - `📁 scripts/` includes the `docker-compose.yml`, the environment `.env` files, and the `Jenkinsfiles` used in CI. The folder    structure mirrors the different execution alternatives (e.g. prioritization without orchestration, minimization,    baseline).The python scripts that generate the simmularity matrix, the prioritization and graphs are available in our GitHub Repository
description: The work was partially supported by the project PID2022-137646OB-C32 under Grant MCIN/ AEI/10.13039/501100011033/FEDER, UE, and the European HORIZON-KDT-JU research project MATISSE: “Model-based engineering of Digital Twins for early verification and validation of Industrial Systems”, HORIZON-KDT-JU-2023-2-RIA, Proposal number: 101140216-2, KDT232RIA_00017.

This paper has been also partially supported by the Italian MUR PRIN 2022 Project: Domain (Grant Agreement #2022TSYYKJ) financed by NextGenEu. Guglielmo De Angelis is with the Italian Research Group: INdAM-GNCS.
DOI: 10.5281/zenodo.17442307
title: Supplemental material for: 'A Framework for Similarity-based and Resource-aware Orchestration of End-to-End Test Cases'

description: This replication package includes the different Jenkinsfiles, docker-compose files, environment files `.env` and coverage data in both xml and exec formats.The replication package structure is depicted as follows:- `📁 data/` contains all execution data and the scripts required to run the different execution plans. It is organized  into two subfolders:  - `📁 coverage/` includes the coverage files from the 6 execution alternatives, collected with JaCoCo during test    execution. Coverage data is provided in two formats (.xml and .exec), and organized into folders according to each    alternative (e.g. prioritization without orchestration, minimization, baseline).  - `📁 scripts/` includes the `docker-compose.yml`, the environment `.env` files, and the `Jenkinsfiles` used in CI. The folder    structure mirrors the different execution alternatives (e.g. prioritization without orchestration, minimization,    baseline).The python scripts that generate the simmularity matrix, the prioritization and graphs are available in our GitHub Repository
description: The work was partially supported by the project PID2022-137646OB-C32 under Grant MCIN/ AEI/10.13039/501100011033/FEDER, UE, and the European HORIZON-KDT-JU research project MATISSE: “Model-based engineering of Digital Twins for early verification and validation of Industrial Systems”, HORIZON-KDT-JU-2023-2-RIA, Proposal number: 101140216-2, KDT232RIA_00017.

This paper has been also partially supported by the Italian MUR PRIN 2022 Project: Domain (Grant Agreement #2022TSYYKJ) financed by NextGenEu. Guglielmo De Angelis is with the Italian Research Group: INdAM-GNCS.
DOI: 10.15468/dl.xk56a5
title: Occurrence Download

description: A dataset containing 110 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Orectolobiformes",
 "Country is China",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 110 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010736-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kvdw8g
title: Occurrence Download

description: A dataset containing 110 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Orectolobiformes",
 "Country is China",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 110 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010737-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.juqgkj
title: Occurrence Download

description: A dataset containing 601777 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Machine Observation, Observation)",
 "Geometry MULTIPOLYGON (((96.30393753 42.81619824, 89.94656657 38.66840134, 89.21004189 35.83859598, 89.36509972 33.86160867, 90.56679789 32.89249724, 96.57528873 31.38068342, 109.56138184 31.53574124, 125.99751163 40.80044648, 126.26886283 51.15055651, 121.30701232 54.01912633, 116.50021965 50.06515171, 115.25975703 47.85557766, 112.15860046 45.2971235, 96.30393753 42.81619824)))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "IucnRedListCategory is one of (LC, NT, DD, VU, EN, CR, EW, EX, NE)",
 "OccurrenceStatus is Present",
 "Year 2000-2020"
 ]
}

 The dataset includes 601777 records from 33 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010714-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.w5y2dh
title: Occurrence Download

description: A dataset containing 113 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Stevia rebaudiana",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 113 records from 57 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010738-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.n8ft9f
title: Occurrence Download

description: A dataset containing 18128 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((66.41434 24.25381,67.0242 21.33056,68.21504 19.4607,76.41614 6.09501,80.31929 8.15243,80.92916 9.71879,78.73364 18.92579,75.56233 26.13002,68.8538 25.5812,66.41434 24.25381))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Amphibia"
 ]
}

 The dataset includes 18128 records from 53 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010739-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rxk7v3
title: Occurrence Download

description: A dataset containing 79 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Squaliformes",
 "Country is China",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 79 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010740-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18366966
title: A Comparative Study of Perioperative Analgesia Between Anterior Subcostal Quadratus Lumborum Block and Subcostal Transversus Abdominis Plane Block in Laparoscopic Cholecystectomy

description: This dataset contains the CONSORT 2025 checklist, participant flow diagram, and study protocol for a single-blind randomized controlled trial comparing the anterior subcostal quadratus lumborum block and the subcostal transversus abdominis plane block in patients undergoing laparoscopic cholecystectomy.

The files are provided to ensure transparent reporting of trial design, participant flow, randomization, and outcome assessment in accordance with the CONSORT 2025 statement.

These materials are intended to support the associated manuscript and facilitate reproducibility and critical appraisal of the study.
DOI: 10.15468/dl.u9dxqb
title: Occurrence Download

description: A dataset containing 410 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Carcharhiniformes",
 "Country is China",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 410 records from 36 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010741-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zjg5y6
title: Occurrence Download

description: A dataset containing 44 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Steviopsis vigintiseta",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 44 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010742-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5bgjbt
title: Occurrence Download

description: A dataset containing 9 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Squatiniformes",
 "Country is China",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 9 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010743-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.w52me6
title: Occurrence Download

description: A dataset containing 819293 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Ghana",
 "DatasetKey is one of (EOD – eBird Observation Dataset, Observation.org, Nature data from around the World, iNaturalist Research-grade Observations, LSUMZ Birds Collection, Occurence of spiders (Araneae) and ants (Formicidae) collected from northern Ghanaian mango orchards and forest savannah, Xeno-canto - Bird sounds from around the world, NABU|naturgucker, KUBI Ornithology Collection, Field Museum of Natural History (Zoology) Bird Collection, Avifauna Occurrences in CREMA Landscape of Ghana)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "Year 1980-2026"
 ]
}

 The dataset includes 819293 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010730-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.13453234
title: Charakterystyka materiałów odpadowych
DOI: 10.5281/zenodo.13453235
title: Charakterystyka materiałów odpadowych
DOI: 10.15468/dl.q78ebe
title: Occurrence Download

description: A dataset containing 401 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Asia",
 "Country is China",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Solanum nigrum",
 "Year 1970-2000"
 ]
}

 The dataset includes 401 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010745-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gswfaq
title: Occurrence Download

description: A dataset containing 5000 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Africa",
 "Country is one of (Togo, Nigeria)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "PublishingOrg is one of (fee3882f-5360-4f01-a1ca-767c48fa629c, d2583793-e5c1-41ae-83bd-86300d34e2cb, a3c228d0-3110-11db-abb8-b8a03c50a862)",
 "TaxonKey is Sorghum bicolor"
 ]
}

 The dataset includes 5000 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010746-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.