cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.21227/kbpa-7d35
title: "AgriField-Manipur: Hybrid Smart Farming Dataset for Valley Agriculture (v2025.1)"

description: "The AgriField-Manipur Dataset (v2025.1) provides a realistic hybrid data resource designed to support smart farming, IoT applications, and machine learning research for the valley agricultural ecosystem of Manipur, India. The dataset contains daily time-series measurements of temperature, humidity, soil moisture, soil pH, rainfall, and district-level crop suitability parameters. While field-level values are synthetically generated due to limited real-time sensor deployment, all parameter behaviour, seasonal variability, and advisory rules are based on verified agricultural references, including IMD, NASA POWER climate data, ICAR-NEH soil reports, FAO agronomy standards, and regional agricultural advisories. The dataset also includes multiple crops commonly grown in the Manipur valley, represented in the crop column.The dataset includes sensor-style outputs, processed ML-ready tables, rule-based advisory sets, and reproducible generator code for custom extensions. This resource enables benchmarking, AI modelling, recommendation systems, irrigation analysis, simulation studies, and instructional use in precision agriculture and IoT research."
DOI: 10.17605/osf.io/64xau
title: Collaborative Action Research with Diverse Stakeholders: Building the Disability Champions Mentoring Network.

description: In this project, we completed a self-evaluation and qualitative analysis of the intent and process used in the development of a community action network, highlighting a research process and collaborative, inclusive project. We sought to expand self-advocacy building in the community and more closely connect adult supports to the P-12 schooling process with a culturally and linguistically diverse group of self-advocate mentors, families, educators, and community members as engaged collaborators.
DOI: 10.15468/dl.352dyh
title: Occurrence Download

description: A dataset containing 626 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Colombia",
 "OccurrenceStatus is Present",
 "TaxonKey is Kinosternon scorpioides"
 ]
}

 The dataset includes 626 records from 79 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013268-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.58c6az
title: Occurrence Download

description: A dataset containing 562 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is Mexico",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Jacquemontia nodiflora"
 ]
}

 The dataset includes 562 records from 30 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013267-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.btwvkx
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is Mexico",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Jacquemontia ovalifolia"
 ]
}

 The dataset includes 6 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013271-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sxz5h7
title: Occurrence Download

description: A dataset containing 474 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Rhodiola heterodonta"
 ]
}

 The dataset includes 474 records from 45 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013269-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yjq7tc
title: Occurrence Download

description: A dataset containing 5459 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Sceloporus horridus"
 ]
}

 The dataset includes 5459 records from 71 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013270-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.13893874
title: Dataset for 'An Empirical Assessment of Go Linters on Real-World Issues'

description: Go Linter Evaluation Dataset

This is a publicly available dataset for 'An empirical evaluation of Golang static code analysis tools for real-world issues.' Please refer to the data according to the names of the spreadsheets.

Authors: Jianwei Wu, James Clause

Collected Survey Data:- This Excel file contains the collected survey data for the empirical study in details.

R Scripts and Raw Data:- These scripts are used for data analysis and processing.- This is the initial data collected from surveys or other sources before any processing or analysis.

Surveys for External Participants:- This Excel file contains survey data collected for the evaluation of Go linters.- This folder contains the surveys sent to external participants for collecting their feedback or data.

Recruitment Letter.pdf:- This PDF contains an example of the recruitment letter sent to potential survey participants, inviting them to take part in the study.

Outputs from Existing Go Linters and Summarized Categories.xlsx:- This Excel file contains outputs from various Go linters and categorized summaries of these outputs. It helps in comparing the performance and features of different linters.

Selection of Go Linters.xlsx:- This Excel file lists the Go linters selected for evaluation, along with criteria or reasons for their selection.

UD IRB Exempt Letter.pdf:- This PDF contains the Institutional Review Board (IRB) exemption letter from the University of Delaware (UD), indicating that the study involving human participants was exempt from full review.

Survey Template.pdf:- This PDF contains an example of the survey sent to the participants.

govet issues.pdf:- This PDF contains a list of reported issues about govet. Collected from various pull requests.

Approved linters:- staticcheck gofmt govet revive gosec deadcode errcheck.

Table 2.jpg:- A detailed figure to show the technical data in Table 2 of the paper.

PR-summary-standalone:- This is the AI tool we used to summarize the content of pull requests. Readme file is avaliable in this folder.
DOI: 10.5281/zenodo.15612019
title: Dataset for 'An Empirical Assessment of Go Linters on Real-World Issues'

description: Go Linter Evaluation Dataset

This is a publicly available dataset for 'An empirical evaluation of Golang static code analysis tools for real-world issues.' Please refer to the data according to the names of the spreadsheets.

Authors: Jianwei Wu, James Clause

Collected Survey Data:- This Excel file contains the collected survey data for the empirical study in details.

R Scripts and Raw Data:- These scripts are used for data analysis and processing.- This is the initial data collected from surveys or other sources before any processing or analysis.

Surveys for External Participants:- This Excel file contains survey data collected for the evaluation of Go linters.- This folder contains the surveys sent to external participants for collecting their feedback or data.

Recruitment Letter.pdf:- This PDF contains an example of the recruitment letter sent to potential survey participants, inviting them to take part in the study.

Outputs from Existing Go Linters and Summarized Categories.xlsx:- This Excel file contains outputs from various Go linters and categorized summaries of these outputs. It helps in comparing the performance and features of different linters.

Selection of Go Linters.xlsx:- This Excel file lists the Go linters selected for evaluation, along with criteria or reasons for their selection.

UD IRB Exempt Letter.pdf:- This PDF contains the Institutional Review Board (IRB) exemption letter from the University of Delaware (UD), indicating that the study involving human participants was exempt from full review.

Survey Template.pdf:- This PDF contains an example of the survey sent to the participants.

govet issues.pdf:- This PDF contains a list of reported issues about govet. Collected from various pull requests.

Approved linters:- staticcheck gofmt govet revive gosec deadcode errcheck.

Table 2.jpg:- A detailed figure to show the technical data in Table 2 of the paper.

PR-summary-standalone:- This is the AI tool we used to summarize the content of pull requests. Readme file is avaliable in this folder.
DOI: 10.34740/kaggle/dsv/13903559
title: ITB Official News Dataset (Berita Resmi ITB)
DOI: 10.15468/dl.k8g8g6
title: Occurrence Download

description: A dataset containing 243 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Sceloporus internasalis"
 ]
}

 The dataset includes 243 records from 26 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013273-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cqvzaw
title: Occurrence Download

description: A dataset containing 397 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is Mexico",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Jacquemontia pentantha"
 ]
}

 The dataset includes 397 records from 32 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013274-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vcy5nv
title: Occurrence Download

description: A dataset containing 134 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Rhodiola smithii"
 ]
}

 The dataset includes 134 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013272-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.czdewd
title: Occurrence Download

description: A dataset containing 295 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Rhodiola discolor"
 ]
}

 The dataset includes 295 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013275-251120083545085/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.30736268
title: Exploring Critical Success Factors for Logistics Operations in Disaster Relief: A 5M Framework–Driven Case Study of Taman Sri Muda

description: This dataset contains anonymised interview transcripts collected from officers of the Social Welfare Department (JKM) in Selangor, Malaysia. The interviews explore operational experiences related to disaster logistics, including coordination, resource distribution, funding, and evacuation centre management during flood events. Data were gathered through semi-structured interviews and manually transcribed with all identifying information removed. The dataset represents raw qualitative responses used to understand the critical success factors influencing humanitarian logistics operations. These transcripts are made available in anonymised form for research and educational purposes.
DOI: 10.6084/m9.figshare.30736268.v2
title: Exploring Critical Success Factors for Logistics Operations in Disaster Relief: A 5M Framework–Driven Case Study of Taman Sri Muda

description: This dataset contains anonymised interview transcripts collected from officers of the Social Welfare Department (JKM) in Selangor, Malaysia. The interviews explore operational experiences related to disaster logistics, including coordination, resource distribution, funding, and evacuation centre management during flood events. Data were gathered through semi-structured interviews and manually transcribed with all identifying information removed. The dataset represents raw qualitative responses used to understand the critical success factors influencing humanitarian logistics operations. These transcripts are made available in anonymised form for research and educational purposes.
DOI: 10.6084/m9.figshare.30736268.v1
title: Exploring Critical Success Factors for Logistics Operations in Disaster Relief: A 5M Framework–Driven Case Study of Taman Sri Muda

description: This dataset contains anonymised interview transcripts collected from officers of the Social Welfare Department (JKM) in Selangor, Malaysia. The interviews explore operational experiences related to disaster logistics, including coordination, resource distribution, funding, and evacuation centre management during flood events. Data were gathered through semi-structured interviews and manually transcribed with all identifying information removed. The dataset represents raw qualitative responses used to understand the critical success factors influencing humanitarian logistics operations. These transcripts are made available in anonymised form for research and educational purposes.
DOI: 10.15468/dl.s9ghmm
title: Occurrence Download

description: A dataset containing 643 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is Mexico",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Jacquemontia pentanthos"
 ]
}

 The dataset includes 643 records from 51 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013276-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17745049
title: Numerical study of thrust eccentricity of pintle nozzle in solid rocket motor with variable thrust
DOI: 10.5281/zenodo.17745050
title: Numerical study of thrust eccentricity of pintle nozzle in solid rocket motor with variable thrust
DOI: 10.15468/dl.2u5fzb
title: Occurrence Download

description: A dataset containing 11 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Rhodiola yushuensis"
 ]
}

 The dataset includes 11 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013277-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kupfau
title: Occurrence Download

description: A dataset containing 784 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Sceloporus jalapae"
 ]
}

 The dataset includes 784 records from 42 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013278-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17745191
title: Data kuisioner Digital Banking
DOI: 10.5281/zenodo.17745192
title: Data kuisioner Digital Banking
DOI: 10.15468/dl.p4sv5a
title: Occurrence Download

description: A dataset containing 183 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is Mexico",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Jacquemontia tamnifolia"
 ]
}

 The dataset includes 183 records from 28 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013279-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.f7eksa
title: Occurrence Download

description: A dataset containing 82 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is Mexico",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Jacquemontia verticillata"
 ]
}

 The dataset includes 82 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013280-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ggdkrm
title: Occurrence Download

description: A dataset containing 12 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Geniostoma calcicola A.C.Sm."
 ]
}

 The dataset includes 12 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001703-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vdaxrb
title: Occurrence Download

description: A dataset containing 30021 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Desmognathus ochrophaeus Cope, 1859"
 ]
}

 The dataset includes 30021 records from 60 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008904-160118175350007/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xzfdqw
title: Occurrence Download

description: A dataset containing 1172 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is Niltava davidi La Touche, 1907"
 ]
}

 The dataset includes 1172 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001003-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jjyt3x
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Argentina",
 "TaxonKey is Aedes albopictus (Skuse, 1894)"
 ]
}

 The dataset includes 4 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0255294-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.0wdgne
title: Occurrence Download

description: A dataset containing 16 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Relbunium humilioides M.L.Porto & Ehrend."
 ]
}

 The dataset includes 16 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008904-160526112335914/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mcn822
title: Occurrence Download

description: A dataset containing 461 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is Luscinia pectardens (David, 1877)"
 ]
}

 The dataset includes 461 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001015-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nc7qrg
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Brachypelma fossorium Valerio, 1980"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0255298-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7pxprr
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "BasisOfRecord is Human Observation",
 "BasisOfRecord is Material sample",
 "BasisOfRecord is Specimen"
 ]
 },
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Dichanthidium Moure, 1947",
 "Year 1960-2021"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0293568-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mbdxs9
title: Occurrence Download

description: A dataset containing 124 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Benthic foraminifera assemblage in sediment core BBLL3_MC2"
 ]
}

 The dataset includes 124 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008904-160822134323880/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hafvya
title: Occurrence Download

description: A dataset containing 4692 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is Melanodera melanodera (Quoy & Gaimard, 1824)"
 ]
}

 The dataset includes 4692 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0050523-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zk7eac
title: Occurrence Download

description: A dataset containing 209131 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Peromyscus maniculatus (Wagner, 1845)"
 ]
}

 The dataset includes 209131 records from 133 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008904-170714134226665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3b8r64
title: Occurrence Download

description: A dataset containing 9332 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is Iridosornis porphyrocephalus P.L.Sclater, 1856"
 ]
}

 The dataset includes 9332 records from 34 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000934-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.822y9k
title: Occurrence Download

description: A dataset containing 2518 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Solanum lycocarpum A.St.-Hil."
 ]
}

 The dataset includes 2518 records from 116 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0255303-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.