cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5063/f1bk19t8
title: Supplementary Material for: “Soil Contamination in Europe Unveiled: A Review of Pesticides and Metabolites to Watch”

description: This dataset supports the systematic review “Soil Contamination in Europe Unveiled: A Review of Pesticides and Metabolites to Watch” and provides full documentation of supplementary data used in the analysis. The dataset includes:- Supplementary_Material.docx: Structured summary tables of the top 10 detected pesticides by country, including regulatory status, type, detection frequency, and number of soils in which each was found. These tables underpin the regional synthesis and visualizations in the review.- Supplementary_Material.xlsx: The raw and organized spreadsheet used to extract and structure pesticide detection frequency data from included studies. - PRISMA_2020_Checklist.docx: Completed PRISMA 2020 checklist documenting adherence to systematic review standards, including study selection, data extraction, synthesis methods, and risk of bias considerations.The purpose of this dataset is to promote transparency, reproducibility, and reusability of the review’s methodology and findings. It is intended for use by researchers, regulators, and environmental monitoring teams investigating pesticide residues in European soils.
DOI: 10.15468/dl.a8b4ks
title: Occurrence Download

description: A dataset containing 31360 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Neuropteren Deutschlands (Neuropterida of Germany)"
 ]
}

 The dataset includes 31360 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036024-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2ap7xv
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Sclerophrys pardalis (Hewitt, 1935)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((35.628 -23.023,35.6007 -22.9702,35.6007 -23.165,35.628 -23.023))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036025-250525065834625/datasets/export for details.
DOI: 10.7289/v5z899n6
title: An observation-based global monthly gridded sea surface pCO2 and air-sea CO2 flux product from 1982 onward and its monthly climatology (NCEI Accession 0160558)

description: This dataset contains observation-based pCO2 data and a derived monthly climatology. The observation-based pCO2 fields were created using a 2-step neural network method extensively described and validated in Landschützer et al. 2013, 2014, 2016. The method first clusters the global ocean into biogeochemical provinces and in a second step reconstructs the non-linear relationship between CO2 driver variables and observations from the v2022 release of the Surface Ocean CO2 Atlas (SOCAT, Bakker et al. 2016). This file contains the resulting monthly pCO2 fields at 1°x1° resolution covering the global ocean for the first time including the Arctic Ocean and few marginal seas (see Landschützer et al 2020). The air-sea CO2 fluxes are computed from the air-sea CO2 partial pressure difference and a bulk gas transfer formulation following Landschützer et al. 2013, 2014, 2016. Furthermore, the monthly climatology is created from the monthly average of the period 1985-present.
DOI: 10.15468/dl.xmz8up
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Sclerophrys pardalis (Hewitt, 1935)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((35.6306 -23.844,35.6007 -23.8125,35.6007 -24.0157,35.6306 -23.844))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036026-250525065834625/datasets/export for details.
DOI: 10.15468/dl.ywwjtf
title: Occurrence Download

description: A dataset containing 2036 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Trialeurodes vaporariorum (Westwood, 1856)"
 ]
}

 The dataset includes 2036 records from 39 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036027-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.reqxuq
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Sclerophrys poweri (Hewitt, 1935)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((30.0251 -31.3959,30.5701 -30.7329,30.5701 -28.5786,25.5395 -28.5786,25.5395 -32.9007,28.2048 -32.9007,28.5753 -32.6569,29.4902 -31.7517,30.0251 -31.3959))"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036030-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kt6gak
title: Occurrence Download

description: A dataset containing 6431 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Phytolacca dioica L.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 6431 records from 174 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036029-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7289/v5zp44d7
title: Measurements of pH, dissolved inorganic carbon, total alkalinity and other variables for the assessment of the suitability of Durafet-based sensors for pH measurement in dynamic estuarine environments (Delaware Bay) from 2016-05-09 to 2016-08-24 (NCEI Accession 0168767)

description: This dataset includes measurements of sea surface temperature, salinity, dissolved inorganic carbon, total alkalinity, pH_NBS and Colored Dissolved Organic Matter (CDOM) from time series stations in Delaware Bay from 2016-05-09 to 2016-08-24. In the environment of the Murderkill Estuary and Delaware Bay (Delaware, USA), the Honeywell Durafet proved capable of making high-resolution and high-frequency pH measurements on the total scale between pH 6.8 and 8.4. Natural pH fluctuations of &gt;1 pH were routinely captured over a range of timescales. The experiment demonstrated the viability of the Honeywell Durafet to the measurement of pH to within the weather-level precision defined by the Global Ocean Acidification Observing Network (GOA-ON, less than 0.02 pH) as a part of future estuarine CO2 chemistry studies undertaken in dynamic environments.
DOI: 10.5281/zenodo.14905959
title: Experimental data for Vane rheology of a fiber-reinforced granular material

description: Experimental data for the article Vane rheology of a fiber-reinforced granular material.
DOI: 10.48597/9w7t-q6ap
title: Measurement of Heavy metals at Hailuoto II

description: Measurement of Heavy metals at Hailuoto II
DOI: 10.48597/s57a-43pt
title: Heavy metals at Hailuoto II

description: Measurement of Heavy metals at Hailuoto II
DOI: 10.48597/cwek-mc4m
title: Measurement of Heavy metals at Hailuoto II

description: Measurement of Heavy metals at Hailuoto II
DOI: 10.48597/gjju-hyry
title: Measurement of Heavy metals at Hailuoto II

description: Measurement of Heavy metals at Hailuoto II
DOI: 10.48597/n8ap-69fn
title: Measurement of Heavy metals at Hailuoto II

description: Measurement of Heavy metals at Hailuoto II
DOI: 10.48597/wtc7-eedx
title: Measurement of Heavy metals at Hailuoto II

description: Measurement of Heavy metals at Hailuoto II
DOI: 10.48597/ymgu-38rw
title: Measurement of Heavy metals at Hailuoto II

description: Measurement of Heavy metals at Hailuoto II
DOI: 10.48597/ywrz-xsak
title: Measurement of Heavy metals at Hailuoto II

description: Measurement of Heavy metals at Hailuoto II
DOI: 10.48597/89tw-ac8q
title: Measurement of Heavy metals at Hailuoto II

description: Measurement of Heavy metals at Hailuoto II
DOI: 10.48597/f8qt-eybh
title: Measurement of Heavy metals at Hailuoto II

description: Measurement of Heavy metals at Hailuoto II
DOI: 10.48597/h3jz-rdjb
title: Measurement of Heavy metals at Hailuoto II

description: Measurement of Heavy metals at Hailuoto II
DOI: 10.48597/jz5t-jm58
title: Measurement of Heavy metals at Hailuoto II

description: Measurement of Heavy metals at Hailuoto II
DOI: 10.48597/x6qk-u26k
title: Measurement of Heavy metals at Hailuoto II

description: Measurement of Heavy metals at Hailuoto II
DOI: 10.48597/yzua-pddh
title: Measurement of Heavy metals at Hailuoto II

description: Measurement of Heavy metals at Hailuoto II
DOI: 10.48597/zxnh-qa5b
title: Measurement of Heavy metals at Hailuoto II

description: Measurement of Heavy metals at Hailuoto II
DOI: 10.15468/dl.g2t22r
title: Occurrence Download

description: A dataset containing 31360 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Neuropteren Deutschlands (Neuropterida of Germany)"
 ]
}

 The dataset includes 31360 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036031-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.78mnmj
title: Occurrence Download

description: A dataset containing 8218 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is South America",
 "Country is one of (Brazil, Argentina, Paraguay)",
 "TaxonKey is Eurypyga helias (Pallas, 1781)",
 "Year 2000-2024"
 ]
}

 The dataset includes 8218 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036033-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zm6yqt
title: Occurrence Download

description: A dataset containing 12 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Sclerophrys poweri (Hewitt, 1935)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((30.5701 -24.0715,25.5395 -24.0715,25.5395 -28.5786,30.5701 -28.5786,30.5701 -24.0715))"
 ]
}

 The dataset includes 12 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036032-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15640240
title: Data and code for paper "Refined simulation of groundwater level dynamics based on a machine learning ensemble framework"

description: The data contained in this directory supports the paper titled "Refined Simulation of Groundwater Level Dynamics Based on a Machine Learning Ensemble Framework." Specifically, it includes: raw groundwater level data from seven districts and counties in Dingxi City, input data for the models, the trained individual optimal models (RF, LightGBM, and ANN), the ensemble model (SVR), as well as evaluation metrics for each model.
DOI: 10.5281/zenodo.15640239
title: Data and code for paper "Refined simulation of groundwater level dynamics based on a machine learning ensemble framework"

description: The data contained in this directory supports the paper titled "Refined Simulation of Groundwater Level Dynamics Based on a Machine Learning Ensemble Framework." Specifically, it includes: raw groundwater level data from seven districts and counties in Dingxi City, input data for the models, the trained individual optimal models (RF, LightGBM, and ANN), the ensemble model (SVR), as well as evaluation metrics for each model.
DOI: 10.57892/100-257
title: Plasmid sequences for Effe et al. 2025

description: Plasmid sequences for the plasmids used in the manuscript "Intracellular competitions reveal the combination of active partitioning and addiction mechanisms as most advantageous for low-copy plasmid fitness"
DOI: 10.15468/dl.6qytfz
title: Occurrence Download

description: A dataset containing 6777 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Bemisia tabaci (Gennadius, 1889)"
 ]
}

 The dataset includes 6777 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036035-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2rygc8
title: Occurrence Download

description: A dataset containing 55 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Coenonympha corinna elbana Staudinger, 1901"
 ]
}

 The dataset includes 55 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036036-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5066/p9so70cx
title: USGS National and Global Oil and Gas Assessment Project - Southwestern Wyoming Province, Niobrara Formation Continuous Assessment Unit Boundaries, Assessment Input Data, and Fact Sheet Data Tables

description: This data release contains the boundaries of assessment units and input data for the assessment of undiscovered continuous oil and gas resources in upper Cretaceous Niobrara formation in the Southwestern Wyoming Province, Colorado and Wyoming. The Assessment Unit is the fundamental unit used in the National Assessment Project for the assessment of undiscovered oil and gas resources. The Assessment Unit is defined within the context of the higher-level Total Petroleum System. The Assessment Unit is shown herein as a geographic boundary interpreted, defined, and mapped by the geologist responsible for the province and incorporates a set of known or postulated oil and (or) gas accumulations sharing similar geologic, geographic, and temporal properties within the Total Petroleum System, such as source rock, timing, migration pathways, trapping mechanism, and hydrocarbon type. The Assessment Unit boundary is defined geologically as the limits of the geologic elements that define the Assessment Unit, such as reservoir rock, geologic structures, source rock, and seal lithologies. The only exceptions to this are Assessment Units that border a Federal-State water boundary. In these cases, the Federal-State water boundary forms part of the Assessment Unit boundary. In addition to the shapefile, for U.S. assessments, allocation tables are provided that enumerate percentages assigned to various land categories. Machine-readable tables are also provided that contain the input and results for each assessment unit summarized in the USGS Fact Sheet. Methodology of assessments are documented in USGS Data Series 547 for continuous assessments (https://pubs.usgs.gov/ds/547) and USGS DDS69-D, Chapter 21 for conventional assessments (https://pubs.usgs.gov/dds/dds-069/dds-069-d/REPORTS/69_D_CH_21.pdf). See supplemental information for a detailed list of files included this data release.
DOI: 10.15468/dl.admz96
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Sclerophrys poweri (Hewitt, 1935)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((27.1332 -20.158,25.5395 -23.2724,25.5395 -24.0715,30.5701 -24.0715,30.5701 -20.3186,29.6496 -19.6123,28.947 -19.4003,28.1821 -19.4609,27.6072 -19.7214,27.1332 -20.158))"
 ]
}

 The dataset includes 8 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036037-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34740/kaggle/dsv/12130681
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.15468/dl.akgjkb
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Sclerophrys poweri (Hewitt, 1935)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((25.0214 -34.0501,25.5395 -34.1098,25.5395 -32.9007,20.509 -32.9007,20.509 -34.5676,20.524 -34.555,20.8859 -34.5419,20.9606 -34.4398,21.2995 -34.5131,21.5296 -34.4338,21.8696 -34.4439,22.0323 -34.2835,22.221 -34.2428,22.2566 -34.1304,22.5993 -34.0741,22.9652 -34.1674,23.4069 -34.1858,23.4955 -34.0792,23.6056 -34.0563,24.8471 -34.2877,24.9447 -34.2397,25.0214 -34.0501))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036038-250525065834625/datasets/export for details.
DOI: 10.15468/dl.e9knxz
title: Occurrence Download

description: A dataset containing 31360 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Neuropteren Deutschlands (Neuropterida of Germany)"
 ]
}

 The dataset includes 31360 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036039-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15083143
title: The kinetics of nsp7-11 polyprotein processing and impact on complexation with nsp16 among human coronaviruses

description: 10.1101/2024.01.06.574466

 

Files comprise the dataset that is analyzed with the uploaded custom Python scripts/Jupyter notebook scripts. In addition to the data files, the custom scripts require peak lists. The corresponding peak lists have also been uploaded here.

Furthermore, alphafold models included in the study have also been uploaded here.
DOI: 10.5281/zenodo.15488266
title: The kinetics of nsp7-11 polyprotein processing and impact on complexation with nsp16 among human coronaviruses

description: 10.1101/2024.01.06.574466

 

Files comprise the dataset that is analyzed with the uploaded custom Python scripts/Jupyter notebook scripts. In addition to the data files, the custom scripts require peak lists. The corresponding peak lists have also been uploaded here.

Furthermore, alphafold models included in the study have also been uploaded here.
DOI: 10.5281/zenodo.17114583
title: Multivector System Analysis of the Long-Term Viability of the Russian Civilization Model (Dataset v1.1, 2024–2025)

description: Multivector System Analysis of the Long-Term Viability of the Russian Civilizational Model

This study applies a 14-dimension systemic framework (D1–D14) to evaluate the current state, potential-based benchmarks, and long-term forecasts for the Russian civilizational model. The analysis highlights structural risks (demography, ecology, brain drain, militarization) and identifies opportunities for transformation toward a potential-based economy and ethics-centered governance. Conclusions emphasize children as a strategic value, the role of empathy and education, and the necessity of teleological goal-setting for sustainable development.

---

Author : Maksym Marnov (Alchemist)  License:  CC BY-NC-SA 4.0
DOI: 10.5281/zenodo.17114926
title: Multivector System Analysis of the Long-Term Viability of the Russian Civilization Model (Dataset v1.1, 2024–2025)

description: Multivector System Analysis of the Long-Term Viability of the Russian Civilizational Model

This study applies a 14-dimension systemic framework (D1–D14) to evaluate the current state, potential-based benchmarks, and long-term forecasts for the Russian civilizational model. The analysis highlights structural risks (demography, ecology, brain drain, militarization) and identifies opportunities for transformation toward a potential-based economy and ethics-centered governance. Conclusions emphasize children as a strategic value, the role of empathy and education, and the necessity of teleological goal-setting for sustainable development.

---

Author : Maksym Marnov (Alchemist)  License:  CC BY-NC-SA 4.0
DOI: 10.17909/a1ra-cq50
title: A New Population of Point-like, Narrow-line Galaxies Revealed by the James Webb Space Telescope
DOI: 10.5281/zenodo.17115156
title: Dataset for Rayleigh and Love Wave Azimuthal Anisotropy Based on Ambient Noise Tomography

description: Dataset for "The Characteristics of Rayleigh and Love Wave Azimuthal Anisotropy: Observations Across Alaska" by Xiongwei Liu et al.
DOI: 10.34740/kaggle/dsv/13052039
title: Egypt Gold Prices | Daily Updated