cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.1285/i20380313v38p109
title: Neviano a metà Settecento. Processi storici del paesaggio agrario

description: Through the analysis of data from the 1753 Catasto Onciario, this essay reconstructs the agrarian landscape of Neviano during the first half of the eighteenth century. It explores the distribution of land ownership and evaluates the state of key cultivations, such as arable land, vineyards, and olive groves, alongside the prevalence of uncultivated areas, pastures, and woodlands. This territorial configuration offers valuable insights into the economic development of this small agricultural centre in the modern era and its underlying social relationships. The study also reveals significant differences in development between Neviano and the larger neighbouring centres of Gallipoli and Galatone, which played pivotal roles in shaping its historical and economic trajectory. Given its similarities to other minor centres along the eastern and western slopes of the Serra Jonica, Neviano serves as a representative case for the broader dynamics of this region in the immediate hinterland of Gallipoli.
description: Attraverso l'analisi dei dati ricavati dal Catasto Onciario del 1753 è delineato, nel saggio che segue, l'assetto del paesaggio agrario di Neviano nella prima metà del Settecento. Vi è infatti desunta la distribuzione della proprietà terriera e definito lo stato delle principali colture: seminativo, vigneto e oliveto, insieme con l'incidenza degli incolti, pascoli e macchie. La fisionomia del territorio costituisce altresì una importante chiave di lettura per la conoscenza dello sviluppo economico di un piccolo centro agricolo in età moderna, e dei rapporti sociali intercorrenti. L'appartenenza delle terre e la natura delle coltivazioni evidenziano il diverso grado di sviluppo rispetto ai maggiori centri vicini, Gallipoli e Galatone, e il ruolo da questi svolto nei processi storici ed economici di Neviano, che può essere rappresentativo dell'area nord della Serra jonica, date le analogie con gli altri centri minori sui fianchi est ed ovest della Serra, nell'immediato entroterra di Gallipoli.
DOI: 10.17632/3j2mtcjxgt
title: Factores asociados a la ideación suicida en universitarios

description: Esta base de datos permitirá utilizarse para realizar diversos análisis y contibuir al descubrimiento de nuevas técnicas para mejorar el procesamiento de información de temas similares
DOI: 10.17632/3j2mtcjxgt.1
title: Factores asociados a la ideación suicida en universitarios

description: Esta base de datos permitirá utilizarse para realizar diversos análisis y contibuir al descubrimiento de nuevas técnicas para mejorar el procesamiento de información de temas similares
DOI: 10.15468/dl.cxgwz9
title: Occurrence Download

description: A dataset containing 562 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((3.46237 43.26479,4.39147 43.45605,4.46148 43.87643,3.96818 44.10803,3.07014 44.07552,3.46237 43.26479))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Astragalus monspessulanus L.",
 "Year 2015-2025"
 ]
}

 The dataset includes 562 records from 42 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016673-250402121839773/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/49ks3wndh4.1
title: Cross-Border M&A and Corporate Innovation

description: Our analysis leverages a longitudinal dataset spanning 2001–2023, a period marked by China’s post-WTO integration and the institutionalization of cross-border M&As as strategic globalization instruments. The sample comprises Chinese A-share manufacturing firms engaged in overseas acquisitions from Shanghai and Shenzhen Stock Exchange, identified through the ZEPHYR global M&A database. Firm-level patent data and financial indicators were sourced from CSMAR, with patent metrics serving as proxies for innovation output. To ensure sample integrity, we excluded financially distressed firms (Special Treatment entities), newly listed or delisted companies, and observations with incomplete financial or M&A records. This screening process yielded a final panel of 1,130 firm-year observations, balancing temporal depth for trend analysis with cross-sectional rigor.
DOI: 10.5065/d6zg6qgp
title: Toolik Snowfence Experiment: Active Layer Depth Data. Version 1.0

description: This dataset contains active layer data collected for the Toolik Snowfence Experiment from 1994-2001. For more information, see the readme file.
DOI: 10.5065/d6tq5zsd
title: Glacier Respiration and Microbial Biomass. Version 1.0

description: This dataset contains soil microbial biomass and soil CO2 efflux (glacier respiration) measured in terrestrial ecosystems immediately adjacent (&lt;0.10m) to the Greenland Ice Sheet near Thule, Greenland (76N, 68W) in July 1997, and in ecosystems adjacent (&lt;0.10 m) to the Twin Glacier on Ellesmere Island near Alexandra Fiord, Nunavut, Canada (78N, 75W) in July 1999 and periodically throughout the summer in 2000. CO2 efflux and microbial biomass were measured in sites that had just become ice-free during the current year, and in sites that had been free of ice for 10, 20, 40, and ~5000 years at Alexandria Fiord and ice-free for ~40 and ~400 years at Thule, Greenland.
DOI: 10.5065/d6pz572g
title: US Toolik Site 1, Wrkshp Community Data. Version 1.0

description: This dataset contains reduced vegetative community data produced for the ITEX Community Synthesis Workshop. Data were collected during the 2000 field season. For more information, please see the readme file.
DOI: 10.5065/d6k64g9m
title: Latnjajaure Site, CLIP 2-Control 3 Community Data. Version 1.0

description: This dataset contains CLIP 2-Control 3 Community data from the Latnjajaure site, Sweden in 1995, 1996, 1997, 1999 & 2000. The Community Level Interaction Program (CLIP) data comprises a block in a mesic meadow. For more information, please see the readme file.
DOI: 10.5281/zenodo.17237817
title: Forman Quantification Datasets (fixed splits)

description: The datasets were created using the same protocol and data provided and established in [1].

For future experiment reproduction, the splits were saved and fixed to increase the reproducibility of the results using these datasets.

To use and reproduce the experiments, please cite the original paper that provided and prepared the experimental protocol from these splits [1].

[1] Forman, G. (2005). Counting Positives Accurately Despite Inaccurate Classification. In: Gama, J., Camacho, R., Brazdil, P.B., Jorge, A.M., Torgo, L. (eds) Machine Learning: ECML 2005. ECML 2005. Lecture Notes in Computer Science, vol. 3720. Springer, Berlin, Heidelberg.
DOI: 10.5281/zenodo.17238986
title: Forman Quantification Datasets (fixed splits)

description: The datasets were created using the same protocol and data provided and established in [1].

For future experiment reproduction, the splits were saved and fixed to increase the reproducibility of the results using these datasets.

To use and reproduce the experiments, please cite the original paper that provided and prepared the experimental protocol from these splits [1].

[1] Forman, G. (2005). Counting Positives Accurately Despite Inaccurate Classification. In: Gama, J., Camacho, R., Brazdil, P.B., Jorge, A.M., Torgo, L. (eds) Machine Learning: ECML 2005. ECML 2005. Lecture Notes in Computer Science, vol. 3720. Springer, Berlin, Heidelberg.
DOI: 10.26180/30230944
title: Figure 1C

description: Data and statistical analysis file for Figure 1C
DOI: 10.26180/30230944.v1
title: Figure 1C

description: Data and statistical analysis file for Figure 1C
DOI: 10.5065/d6ff3qkw
title: Atqasuk CO2 Fluxes. Version 1.0

description: This dataset represent six diurnal courses of carbon dioxide fluxes from the Atqasuk ITEX wet and dry sites in 2001 for control and experimental plots. Diurnal courses of net ecosystem carbon dioxide fluxes were assessed at approximately biweekly intervals on the study plots. There were 5 plots of each of control, experimental (ITEX chamber) on wet and dry sites 6 times over the 2001 growing season. This dataset is available in both ASCII and EXCEL formats - For data browsing, we suggest ordering the EXCEL version and using EXCEL to plot the data. NOTE: This dataset contains the data in ASCII format.
DOI: 10.5065/d69p2zv5
title: ITEX: Latnjajaure Site, CLIP 3 Excel Data. Version 1.0

description: This dataset contains CLIP 3 Excel Community data from the Latnjajaure site, Sweden in 1995, 1996, 1997, 1999 & 2000. The Community Level Interaction Program (CLIP) data comprises a block of poor, dry heath. This dataset is in excel format and includes all data from CLIP 3. For more information, please see the readme file.
DOI: 10.26180/30231103
title: Figure 1D

description: raw data and statistical analysis files for Figure 1D
DOI: 10.26180/30231103.v1
title: Figure 1D

description: raw data and statistical analysis files for Figure 1D
DOI: 10.15468/dl.9j7xmh
title: Occurrence Download

description: A dataset containing 14546 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Cistus creticus)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 14546 records from 137 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0035315-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.99s86s
title: Occurrence Download

description: A dataset containing 33 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cardiospermum microcarpum",
 "Country is Comoros",
 "HasCoordinate is true"
 ]
}

 The dataset includes 33 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0035313-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5065/d65x275p
title: IBP Rate Plot Resampling Photos Barrow. Version 1.0

description: This dataset contains Research on Arctic Tundra Environments (RATE) plot resampling photos collected in 2000 at Barrow, Alaska for the ITEX project.
DOI: 10.15468/dl.ax4yzd
title: Occurrence Download

description: A dataset containing 9 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cardiospermum microcarpum",
 "Country is Madagascar",
 "HasCoordinate is true"
 ]
}

 The dataset includes 9 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0035314-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5065/d62805vk
title: IBP Microtopographic Grid Point Data Barrow. Version 1.0

description: This dataset contains point data on land cover from Webber's International Biological Program (IBP) microtopographic grid collected in 1973, 1999, 2000, and 2001 at Barrow, Alaska for the ITEX project.
DOI: 10.26180/30231205
title: Figure1E-H

description: Raw data and statistical analysis files for Figure 1 E - H
DOI: 10.26180/30231205.v1
title: Figure1E-H

description: Raw data and statistical analysis files for Figure 1 E - H
DOI: 10.15468/dl.3p8bm8
title: Occurrence Download

description: A dataset containing 10 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cardiospermum microcarpum",
 "Country is Seychelles",
 "HasCoordinate is true"
 ]
}

 The dataset includes 10 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0035316-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5065/d6xg9pd6
title: IBP Plot Photos For Niwot Ridge. Version 1.0

description: This database contains 64 photographs of International Biological Program (IBP) plots on Niwot Ridge, Colorado. For more information, please see the readme file.
DOI: 10.5065/d6sq8xn1
title: Effects of Warming on a High Arctic Ecosystem Plot 4. Version 1.0

description: This dataset measures the effects of warming on a high arctic ecosystem (Plot 4) from 1995-2005 as part of the ITEX experiment. Each ecosystem has one warming and one control. Each experiment for each ecosystem has five replicates. This dataset includes only the top hit. For more information, please see the readme file.
DOI: 10.15468/dl.gyrnvf
title: Occurrence Download

description: A dataset containing 3084 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Vaccinium corymbosum",
 "Year 1970-2010"
 ]
}

 The dataset includes 3084 records from 150 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0035319-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5065/d6nz85w7
title: Latnjajaure Site, CLIP 4-Control 2 Community Data. Version 1.0

description: This dataset containsCLIP 4-Control 2 Community data from the Latnjajaure site, Sweden in 1995, 1996, 1997, 1999 & 2000. The Community Level Interaction Program (CLIP) data comprises a block of poor, dry heath. For more information, please see the readme file.
DOI: 10.5065/d6j67f57
title: Flower: fruit ratio data. Version 1.0

description: This dataset contains flower: fruit ratio data collected for the Toolik Snowfence Experiment from 1997 to 2000. To assess fecundity of the most common ITEX plant species, we counted the total number of flowers and fruits per plot at the moist tussock (Vaccinium vitis-idaea and Eriophorum vaginatum), dry heath (Vaccinium vitis-idaea, Dryas octopetala and Arctostaphylos alpina) and snowfield (Vaccinium vitis-idaea and Casiiope tetragona) sites. Data were collected at peak season in 1997, 1998 and 2000. For more information, please see the read-me file.
DOI: 10.5065/d6df6pfh
title: Toolik Snowfence Experiment: Snowfield Salix Reticulata Data. Version 1.0

description: This file contains Snowfield Salix Reticulata quantitative data collected for the Toolik Snowfence Experiment from 1996 to 2001. The Toolik Snowfence Experiment (part of the International Tundra Experiment network) examines the short- and long-term effects of increased snow depth (shortened growing season) and increased summer temperature on arctic tundra vegetation. The goal of this project is to assess potential changes in tundra plant communities in response to global climate change.
DOI: 10.15468/dl.6t8qpx
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Decalobanthus peltatus",
 "Country is Comoros",
 "HasCoordinate is true"
 ]
}

 The dataset includes 5 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0035321-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5065/d68p5xr7
title: IBP Microtopographic Grid Land Cover Cell Data Barrow. Version 1.0

description: This dataset contains data collected on land cover from Webber's International Biological Program (IBP) microtopographic grid collected in 1973, 2000, and 2001 at Barrow, Alaska for the ITEX project.
DOI: 10.15468/dl.kgfr26
title: Occurrence Download

description: A dataset containing 12 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Decalobanthus peltatus",
 "Country is Fiji",
 "HasCoordinate is true"
 ]
}

 The dataset includes 12 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0035322-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.26180/30231235
title: Figure1 J-K

description: Raw data and statistical analysis file for Figure 1 J-K
DOI: 10.26180/30231235.v1
title: Figure1 J-K

description: Raw data and statistical analysis file for Figure 1 J-K
DOI: 10.15468/dl.gnjrp8
title: Occurrence Download

description: A dataset containing 529 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Lennoaceae"
 ]
}

 The dataset includes 529 records from 49 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0035323-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5065/d6513wfj
title: Toolik Snowfence Experiment: Snowfield Cassiope Tetragona Data. Version 1.0

description: This file contains Snowfield Cassiope Tetragona quantitative data collected for the Toolik Snowfence Experiment from 1996 to 2001. The Toolik Snowfence Experiment (part of the International Tundra Experiment network) examines the short- and long-term effects of increased snow depth (shortened growing season) and increased summer temperature on arctic tundra vegetation. The goal of this project is to assess potential changes in tundra plant communities in response to global climate change.
DOI: 10.5065/d61834rn
title: Eurasian Plant Nutrient Survey. Version 1.0

description: This dataset contains Eurasian Plant Nutrient Survey Data, including the ecophysiological characteristics of clonal Carex arctic plant species from the Eurasian Arctic. Data are leaf d13C, %N, and d15N of Carex ensifolia Krecz. ssp. arctisibirica Yurtsev, Carex lugens Holm, and Carex stans Drej from a series of tundra sites visited in summer 1994 as part of the Swedish-Russian Tundra Ecology -1994 expedition aboard the Russian ice breaker R/V Akademik Fedorov. Additional information about the expedition and location of sites are found in Ambio 28: No. 3 (May 1999).
DOI: 10.15468/dl.zapszs
title: Occurrence Download

description: A dataset containing 22 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Material citation, Specimen)",
 "Country is Mexico",
 "OccurrenceStatus is Present",
 "TaxonKey is Passiflora hibiscifolia"
 ]
}

 The dataset includes 22 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0035324-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5065/d6wh2n7x
title: Effects of Warming on a Low Arctic Ecosystem Plot 5. Version 1.0

description: This dataset measures the effects of warming on a low arctic ecosystem (Plot 5) from 1995-2005 as part of the ITEX experiment. Each ecosystem has one warming and one control. Each experiment for each ecosystem has five replicates. This dataset includes only the top hit. For more information, please see the readme file.
DOI: 10.15468/dl.tteqn8
title: Occurrence Download

description: A dataset containing 17 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Mitrastemonaceae"
 ]
}

 The dataset includes 17 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0035325-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5065/d6rr1wgr
title: ITEX: Niwot Site Excel Data. Version 1.0

description: These data are coded for warming treatments, snow augmentation, and location from the Niwot Ridge (Colorado) site of ITEX. Included are data from 1993 (warming treatments started), 1995 (control plots added), and 1996. This dataset is in excel format and includes the species file. For more information, please see the readme file.
DOI: 10.5065/d6n014rq
title: Latnjajaure Site, CLIP 3-Temp 2 Community Data. Version 1.0

description: This dataset contains CLIP 3-Temp 2 Community data from the Latnjajaure site, Sweden in 1995, 1996, 1997, 1999 & 2000. The Community Level Interaction Program (CLIP) data comprises a block of poor, dry heath. For more information, please see the readme file.
DOI: 10.15468/dl.qnmq3r
title: Occurrence Download

description: A dataset containing 14 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Distimake aegyptius",
 "Country is Madagascar",
 "HasCoordinate is true"
 ]
}

 The dataset includes 14 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0035327-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5065/d6h70d1d
title: Latnjajaure Site, PAPP OTC 3 Community Data. Version 1.0

description: This dataset contains PAPP OTC 3 Community data from the Latnjajaure site, Sweden in 1995, 1996, 1997 & 1998. The Press and Pulse Program (PAPP) experiment is comprised of four replicate blocks, each of which has four plots. These plots were subject to the OTC 3 treatment. For more information, please see the readme file.
DOI: 10.15468/dl.usy7wg
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Distimake aegyptius",
 "Country is Comoros",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0035326-250920141307145/datasets/export for details.
DOI: 10.5065/d6cf9nbk
title: IBP Microtopographic Grid Vascular Plants Barrow. Version 1.0

description: This dataset contains data collected on vascular plant species and land cover abundance from Webber's International Biological Program (IBP) microtopographic grid collected in 1973 at Barrow, Alaska for the ITEX project.
DOI: 10.5281/zenodo.15369068
title: Mapping the Invisible Internet: Framework and Dataset

description: This article describes a novel dataset that maps the network layer of the Invisible Internet Project (I2P). The data was collected using SWARM-I2P framework, which deployed I2P routers as a network of mapping agents that gather information on the network's topology and traffic over an extended period. The dataset documents over 50,000 nodes, including subsets of high-performance (FastSet) nodes and high-capacity nodes characterized by metrics such as bandwidth, latency, and uptime. It also contains detailed records of network traffic and the geographic distribution of thousands of nodes. Data was collected using a combination of methods, including querying router consoles, analysing the network database (netDb), and passive network monitoring. All node identifiers were anonymized to maintain user privacy. The data is publicly available in CSV and TXT formats on Zenodo, with mapping scripts provided on GitHub. This resource provides a foundational understanding of the decentralized routing behaviours that underpin I2P's anonymity, making it suitable for reuse in analyses of tunnel node selection, anonymity network resilience, and adversarial modelling.

Keywords: Invisible Internet Project (I2P); Tunnel Peer Discovery; Garlic Routing; Network Layer Anonymity; Overlay Network Topology; Decentralized Network Mapping; I2P Dataset 

 

1. Please cite the primary research paper

Muntaka, S. A., Abdo, J. B., Akanbi, K., Oluwadare, S., Hussein, F., Konyo, O., & Asante, M. (2025). Mapping the Invisible Internet: Framework and Dataset. arXiv preprint arXiv:2506.18159.
2. Please also cite this dataset:Muntaka, S. A., Bou Abdo, J., Akanbi, K., Oluwadare, S., Hussein, F., Konyo, O., & Asante, M. (2025). Mapping the Invisible Internet: Framework and Dataset [Data set]. Zenodo. https://doi.org/10.5281/zenodo.15369068