cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5284/1135458
title: Digital Archive from an Archaeological Evaluation at Hickling Lane, Swainsthorpe, Norfolk, October to November 2023

description: This collection consists of images, text GIS data from an archaeological evaluation via trial trenching by Oxford Archaeology. Work occurred at Land off Hickling Lane, Swainsthorpe, Norfolk, from October and to November 2023. Of forty one, fifteen trenches were found to contain archaeological remains of Early Bronze Age and late medieval to post-medieval date, with some remains of modern activity also evident.
DOI: 10.15468/dl.eb44vb
title: Occurrence Download

description: A dataset containing 74613 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Sprattus fuegensis",
 "HasCoordinate is true",
 "DecimalLatitude is greater than -90",
 "DecimalLatitude is less than 10",
 "DecimalLongitude is greater than -180",
 "OccurrenceStatus is Present",
 "Year is greater than or equal to 2015"
 ]
}

 The dataset includes 74613 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007987-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.d5bkjn
title: Occurrence Download

description: A dataset containing 268 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-100.05177 19.48646,-100.07416 19.48558,-100.07371 19.41548,-100.14535 19.37484,-100.13358 19.3948,-100.16802 19.41851,-100.18783 19.42397,-100.2082 19.39329,-100.19454 19.38019,-100.19977 19.36017,-100.20741 19.35231,-100.20645 19.33719,-100.21637 19.3313,-100.21935 19.31793,-100.23657 19.30963,-100.26668 19.31968,-100.27043 19.32969,-100.26574 19.34783,-100.28975 19.34748,-100.30739 19.33223,-100.3064 19.32377,-100.31904 19.31539,-100.31238 19.29723,-100.32107 19.26714,-100.30638 19.23748,-100.30522 19.22644,-100.31269 19.21315,-100.30102 19.18613,-100.29219 19.18343,-100.28775 19.16319,-100.29324 19.15198,-100.26477 19.12795,-100.2442 19.12803,-100.23725 19.1374,-100.20228 19.14399,-100.18589 19.14136,-100.1938 19.12553,-100.195 19.102,-100.18023 19.093,-100.15164 19.09465,-100.1376 19.10368,-100.1147 19.09822,-100.09632 19.10161,-100.09452 19.0915,-100.07815 19.07891,-100.06561 19.04444,-100.04401 19.03413,-100.01501 19.03053,-99.97716 19.019,-99.9584 18.99981,-99.93522 19.01898,-99.9139 19.02457,-99.89279 19.02006,-99.87744 19.02825,-99.88286 19.04577,-99.87424 19.05744,-99.88261 19.07846,-99.87922 19.0917,-99.88353 19.10678,-99.86642 19.12155,-99.8686 19.12944,-99.84818 19.16165,-99.86619 19.17049,-99.86861 19.18329,-99.88508 19.18068,-99.89551 19.20658,-99.90679 19.18414,-99.92103 19.19084,-99.93064 19.20341,-99.92422 19.21352,-99.94199 19.22584,-99.9382 19.24307,-99.95338 19.2524,-99.92927 19.26319,-99.93589 19.27579,-99.91873 19.28013,-99.9218 19.2928,-99.9391 19.30804,-99.9921 19.34028,-99.98222 19.35782,-100.01058 19.38321,-100.03816 19.43927,-100.03871 19.45397,-100.05141 19.46178,-100.05177 19.48646))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Danaus plexippus"
 ]
}

 The dataset includes 268 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008011-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.y7c5ns
title: Occurrence Download

description: A dataset containing 26132 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Alburnus alburnus",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1990",
 "Year is less than or equal to 1994"
 ]
}

 The dataset includes 26132 records from 43 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008010-260120142942310/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.31083271
title: Supplemental Tables for Benot et al: <b>Prescribed Burns Drive Lasting Changes in Soil Nitrogen Cycling and Microbial Function</b>

description: Geochemical and microbiome data supporting study
DOI: 10.6084/m9.figshare.31083271.v3
title: Supplemental Tables for Benot et al: <b>Prescribed Burns Drive Lasting Changes in Soil Nitrogen Cycling and Microbial Function</b>

description: Geochemical and microbiome data supporting study
DOI: 10.15468/dl.dnt4v5
title: Occurrence Download

description: A dataset containing 71375 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-100.05177 19.48646,-100.07416 19.48558,-100.07371 19.41548,-100.14535 19.37484,-100.13358 19.3948,-100.16802 19.41851,-100.18783 19.42397,-100.2082 19.39329,-100.19454 19.38019,-100.19977 19.36017,-100.20741 19.35231,-100.20645 19.33719,-100.21637 19.3313,-100.21935 19.31793,-100.23657 19.30963,-100.26668 19.31968,-100.27043 19.32969,-100.26574 19.34783,-100.28975 19.34748,-100.30739 19.33223,-100.3064 19.32377,-100.31904 19.31539,-100.31238 19.29723,-100.32107 19.26714,-100.30638 19.23748,-100.30522 19.22644,-100.31269 19.21315,-100.30102 19.18613,-100.29219 19.18343,-100.28775 19.16319,-100.29324 19.15198,-100.26477 19.12795,-100.2442 19.12803,-100.23725 19.1374,-100.20228 19.14399,-100.18589 19.14136,-100.1938 19.12553,-100.195 19.102,-100.18023 19.093,-100.15164 19.09465,-100.1376 19.10368,-100.1147 19.09822,-100.09632 19.10161,-100.09452 19.0915,-100.07815 19.07891,-100.06561 19.04444,-100.04401 19.03413,-100.01501 19.03053,-99.97716 19.019,-99.9584 18.99981,-99.93522 19.01898,-99.9139 19.02457,-99.89279 19.02006,-99.87744 19.02825,-99.88286 19.04577,-99.87424 19.05744,-99.88261 19.07846,-99.87922 19.0917,-99.88353 19.10678,-99.86642 19.12155,-99.8686 19.12944,-99.84818 19.16165,-99.86619 19.17049,-99.86861 19.18329,-99.88508 19.18068,-99.89551 19.20658,-99.90679 19.18414,-99.92103 19.19084,-99.93064 19.20341,-99.92422 19.21352,-99.94199 19.22584,-99.9382 19.24307,-99.95338 19.2524,-99.92927 19.26319,-99.93589 19.27579,-99.91873 19.28013,-99.9218 19.2928,-99.9391 19.30804,-99.9921 19.34028,-99.98222 19.35782,-100.01058 19.38321,-100.03816 19.43927,-100.03871 19.45397,-100.05141 19.46178,-100.05177 19.48646))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Animalia"
 ]
}

 The dataset includes 71375 records from 168 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007986-260120142942310/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.31083271.v2
title: Supplemental Tables for Benot et al: <b>Prescribed Burns Drive Lasting Changes in Soil Nitrogen Cycling and Microbial Function</b>

description: Geochemical and microbiome data supporting study
DOI: 10.17632/r6z3xydbzz.1
title: M3: Multilingual Meme Modality Corpus (BHRV)

description: The M3: Multilingual Meme Modality Corpus (BHRV) is a selected set of 2,860 images with textual information in the forms of Banglish (Romanized Bangla), Romanized Hindi, and English. Every record of the dataset contains a visual image and the text on top of it and as such, it is apt in multimodal research where both the picture and the text are essential.

This should be used in the research of multimedia machine learning, natural language processing (NLP), sentiment analysis, humor detecting, political content detecting, sarcasm recognition, and studying social media. The written information in Romanized Bangali and Hindi is in accordance to typical patterns of social media writing, whereas English information adds to the multilingualization. One can conduct experiments in text-only, image-only learning, and multimodal learning using the dataset, which accommodate binary and multi-class classification problems.

The dataset contains all the images in their original form and in a single ZIP file with all of their visual and textual context. This release has no preprocessing or annotations, and researchers are free to utilize custom extraction, labeling or feature engineering procedures that align with their research goals.

The memes will be gathered using publicly available resources and no personal identifiable information will be provided. The data set is strictly used in the research and educational purposes and follows the ethical standards and data protection rules.

The dataset may also be applied to creating and testing models of multimodal sentiment analysis, that is, combining both visual and textual data to properly identify the emotions represented in memes. The peculiarities of the humor and sarcasm in various languages, such as the Banglish (Romanized Bangla), the Romanized Hindi, or the English, can be examined by researchers, which is especially useful in cross-linguistic NLP and social media studies. It also offers prospects of studying political contents and social media trends that allow one to study how visual-text memes express ideas, opinions or commentary within an online space. It is a suitable dataset to conduct comparative studies that reveal the variation in performance of the models with text only or image only or mixed multimodal models to gain an insight into the added value of incorporating textual and visual information.

As well, the dataset can be used to extract features and develop models to train both classical machine learning models and deep learning systems, such as convolutional neural networks (CNNs) and transformer-based multimodal models, providing researchers with a versatile benchmark to study multimodal understanding and sentiment prediction.
DOI: 10.17632/fh8kkh5nf7
title: Replication Materials for "One Call Away. Ownership Chains and Ease of Communication in Multinational Enterprises"

description: This replication package contains all the Stata codes used to replicate the empirical analysis in the paper "One Call Away. Ownership Chains and Ease of Communication in Multinational Enterprises". The materials include a series of .do files that reproduce the key results, figures, and tables presented in the manuscript. A README file is provided to guide users through the replication process, describing the structure and purpose of each script, as well as the main variables of interest used in the analysis.
DOI: 10.17632/fh8kkh5nf7.2
title: Replication Materials for "One Call Away. Ownership Chains and Ease of Communication in Multinational Enterprises"

description: This replication package contains all the Stata codes used to replicate the empirical analysis in the paper "One Call Away. Ownership Chains and Ease of Communication in Multinational Enterprises". The materials include a series of .do files that reproduce the key results, figures, and tables presented in the manuscript. A README file is provided to guide users through the replication process, describing the structure and purpose of each script, as well as the main variables of interest used in the analysis.
DOI: 10.15468/dl.9k52ft
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Demavendia pastinacifolia",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008012-260120142942310/datasets/export for details.
DOI: 10.17632/7n2d42pm3n.2
title: CubeSat Cybersecurity Dataset for Intrusion Detection (CuCD-ID): Labelled NOS3/cFS Telemetry (raw + augmented) with COSMOS Reproduction Scripts

description: An intrusion detection dataset for CubeSats, this release provides labeled command-and-telemetry records generated in a software-in-the-loop digital twin using NASA’s Operational Simulator for Small Satellites (NOS3) with the core Flight System (cFS) and the OpenC3 COSMOS v4 ground system; telemetry follows the Consultative Committee for Space Data Systems (CCSDS) space-packet format with header fields and 20-second window traffic statistics. It includes a class-balanced raw table (25,000 rows, 31 columns) and a robustness-oriented “noised” table (22,465 rows, 23 columns), plus the COSMOS scripts used to reproduce the traffic. Five scenarios are represented: normal operations, command flooding, Global Positioning System data injection, defence impairment via Limit Checker and Checksum manipulation, and storage exhaustion. These scenarios capture effects in packet identifiers, sequence behaviour, message rates, error counters, and memory use. The dataset is designed for spacecraft intrusion and anomaly detection research. All telemetry is simulated; no human or animal data are involved.
DOI: 10.17632/jxcpff3rg5
title: The Treadmill of Farming: Cost-Price Squeeze, Growth Imperatives and the Political Economy of Canadian Agriculture

description: The research hypothesizes that Canadian agriculture is governed by a structural growth imperative driven by the cost–price squeeze and the agricultural treadmill. The data show rising capital, operating expenses, and break-even production levels alongside increasing net income requirements for reinvestment.

1. Cranberry production - APCQ data (1996-2024)
This dataset compiles annual provincial data on Québec cranberry production from 1996–2024, sourced from the Association des producteurs de canneberges du Québec (APCQ). Variables include total harvest (kg), number of farms, area in production (ha), yield (kg/ha), and harvest per farm. The dataset supports analysis of long-term structural and production dynamics.

2. Farm capital and operating expenses
This dataset compiles historical Census of Agriculture data on farm capital, and operating expenses for Canada and selected provinces. Each jurisdiction has a dedicated tab with raw (non–inflation-adjusted) values. A final synthesis tab aggregates all jurisdictions and variables, presenting both non-adjusted and inflation-adjusted tables alongside corresponding time-series graphs to enable comparative and longitudinal analysis of structural change in Canadian agriculture.

3. Farm financial survey, capital investment and capital sales of farms, average per farm
This dataset is based on Statistics Canada Table 32-10-0104-01 (formerly CANSIM 002-0074) and reports average per-farm capital investment and capital sales for farms with gross revenues ≥$25,000. Each jurisdiction (Canada and provinces) is presented in a dedicated tab with non–inflation-adjusted values. A final synthesis tab aggregates all jurisdictions by variable, providing both non-adjusted and inflation-adjusted tables and their corresponding time-series graphs.

4. Net farm income (x 1,000)
This dataset compiles long-term farm income and structural data for Canada and selected provinces using Statistics Canada tables 32-10-0052-01 (Net farm income, x1000) and 32-10-0156-01 (Number of farms). For each jurisdiction, three tabs are provided: (1) net cash income, (2) number of farms, and (3) net cash income per farm, calculated by dividing total net farm income by the number of farms. A final synthesis tab aggregates all jurisdictions by net cash income per farm and presents non–inflation-adjusted tables, inflation-adjusted tables, and corresponding time-series graphs. 

5. PPI Data - used for inflation adjustment
This dataset compiles monthly Industrial Product Price Index (IPPI) data from Statistics Canada Table 18-10-0265-01, by major product group. It is used to support inflation adjustment of agricultural financial variables. The spreadsheet contains annualized series constructed from monthly IPPI values and is intended for longitudinal price-level comparisons across years.
DOI: 10.17632/jxcpff3rg5.1
title: The Treadmill of Farming: Cost-Price Squeeze, Growth Imperatives and the Political Economy of Canadian Agriculture

description: The research hypothesizes that Canadian agriculture is governed by a structural growth imperative driven by the cost–price squeeze and the agricultural treadmill. The data show rising capital, operating expenses, and break-even production levels alongside increasing net income requirements for reinvestment.

1. Cranberry production - APCQ data (1996-2024)
This dataset compiles annual provincial data on Québec cranberry production from 1996–2024, sourced from the Association des producteurs de canneberges du Québec (APCQ). Variables include total harvest (kg), number of farms, area in production (ha), yield (kg/ha), and harvest per farm. The dataset supports analysis of long-term structural and production dynamics.

2. Farm capital and operating expenses
This dataset compiles historical Census of Agriculture data on farm capital, and operating expenses for Canada and selected provinces. Each jurisdiction has a dedicated tab with raw (non–inflation-adjusted) values. A final synthesis tab aggregates all jurisdictions and variables, presenting both non-adjusted and inflation-adjusted tables alongside corresponding time-series graphs to enable comparative and longitudinal analysis of structural change in Canadian agriculture.

3. Farm financial survey, capital investment and capital sales of farms, average per farm
This dataset is based on Statistics Canada Table 32-10-0104-01 (formerly CANSIM 002-0074) and reports average per-farm capital investment and capital sales for farms with gross revenues ≥$25,000. Each jurisdiction (Canada and provinces) is presented in a dedicated tab with non–inflation-adjusted values. A final synthesis tab aggregates all jurisdictions by variable, providing both non-adjusted and inflation-adjusted tables and their corresponding time-series graphs.

4. Net farm income (x 1,000)
This dataset compiles long-term farm income and structural data for Canada and selected provinces using Statistics Canada tables 32-10-0052-01 (Net farm income, x1000) and 32-10-0156-01 (Number of farms). For each jurisdiction, three tabs are provided: (1) net cash income, (2) number of farms, and (3) net cash income per farm, calculated by dividing total net farm income by the number of farms. A final synthesis tab aggregates all jurisdictions by net cash income per farm and presents non–inflation-adjusted tables, inflation-adjusted tables, and corresponding time-series graphs. 

5. PPI Data - used for inflation adjustment
This dataset compiles monthly Industrial Product Price Index (IPPI) data from Statistics Canada Table 18-10-0265-01, by major product group. It is used to support inflation adjustment of agricultural financial variables. The spreadsheet contains annualized series constructed from monthly IPPI values and is intended for longitudinal price-level comparisons across years.
DOI: 10.5281/zenodo.18349403
title: Data used for plotting the figures in Park and Ming (2026; COMMSENV-25-3730)
DOI: 10.5281/zenodo.18349404
title: Data used for plotting the figures in Park and Ming (2026; COMMSENV-25-3730)
DOI: 10.15468/dl.t63nm9
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "CollectionKey" : [
 "is 6230fdb5-61e3-44af-a8aa-5707aa0f82f6"
 ]
}

 The dataset includes 3 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008013-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/sfxzbx4k8z.1
title: Transferencia tecnológica en Macondo: Identificando los motivadores de los investigadores en los procesos de transferencia de tecnología en universidades colombianas

description: Data de la tesis doctoral de Simon Echeverry sobre Transferencia de Tecnología
DOI: 10.17632/vrp6y6m4sj
title: The second-order term in the Einstein field equations derived from the FRLW metric perturbation modelling a lattice universe generates a cosmological constant with the observed value.

description: excel and wxmaxima executable files
DOI: 10.17632/vrp6y6m4sj.3
title: The second-order term in the Einstein field equations derived from the FRLW metric perturbation modelling a lattice universe generates a cosmological constant with the observed value.

description: excel and wxmaxima executable files
DOI: 10.17632/kz5h6cy94m
title: Effect of Lithology on Acoustic Emissions Induced by Stick-Slip Events: Implications for b-value Interpretation

description: This archive contains the synthetic and field data of the mansuscript entitled "Effect of Lithology on Acoustic Emissions Induced by Stick-Slip Events: Implications for b-value Interpretation"
DOI: 10.17632/kz5h6cy94m.1
title: Effect of Lithology on Acoustic Emissions Induced by Stick-Slip Events: Implications for b-value Interpretation

description: This archive contains the synthetic and field data of the mansuscript entitled "Effect of Lithology on Acoustic Emissions Induced by Stick-Slip Events: Implications for b-value Interpretation"
DOI: 10.17632/227nxwx653.1
title: Viral Priming SA-AKI Characterization

description: Supplemental Files for "A Novel Two-Hit Murine Model of Viral Primed Sepsis-Associated Acute Kidney Injury"
DOI: 10.17632/msbkgbwytw
title: Raw data supporting the findings of ischemic stroke–related immune dysregulation study

description: This dataset contains the raw and source data supporting the conclusions of the associated manuscript.
The data include uncropped Western blot images, flow cytometry source files, quantitative analysis tables, and representative immunofluorescence images generated from in vivo and in vitro experiments.
All data were generated using standard experimental protocols and are provided to ensure transparency and reproducibility of the study.
DOI: 10.17632/msbkgbwytw.1
title: Raw data supporting the findings of ischemic stroke–related immune dysregulation study

description: This dataset contains the raw and source data supporting the conclusions of the associated manuscript.
The data include uncropped Western blot images, flow cytometry source files, quantitative analysis tables, and representative immunofluorescence images generated from in vivo and in vitro experiments.
All data were generated using standard experimental protocols and are provided to ensure transparency and reproducibility of the study.
DOI: 10.17632/679k5zxgvt.5
title: From drill to chill: The effect of military service on subjective well-being in rural China

description: README: Replication Package
Paper Title
From drill to chill: The effect of military service on subjective well-being in rural China
Authors:
Chunkai Zhao (South China Agricultural University)
Boou Chen (Nanjing University of Finance and Economics)
Huilin Xie (Sun Yat-sen University)
Date: Jan 23, 2026

This folder contains the programs and materials required to reproduce the results of the paper "From drill to chill: The effect of military service on subjective well-being in rural China."
DOI: 10.15468/dl.cu63u7
title: Occurrence Download

description: A dataset containing 795632 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Erinaceus europaeus",
 "Year 1990-2026"
 ]
}

 The dataset includes 795632 records from 1995 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007981-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.