cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.17691236
title: Source Data File for "Possible Liquid-Nitrogen-Temperature Superconductivity Driven by Perpendicular Electric Field in the Single-Bilayer Film of La$_3$Ni$_2$O$_7$  at Ambient Pressure"

description: Source data for manuscript "Possible Liquid-Nitrogen-Temperature Superconductivity Driven by Perpendicular Electric Field in the Single-Bilayer Film of La$_3$Ni$_2$O$_7$  at Ambient Pressure" is provided. Here is the title and a brief description for the data:`Fig3_ab.zip` provides data for Figs. 3 (a) and (b).`Fig4.zip` provides data for Fig. 4 with a `README.txt` file for illustration and `plot.jl` for plotting.`Fig5_ab.zip` provides data for Figs. 5 (a) and (b).Other figures are schematic diagrams, so we didn't display the original data here.
DOI: 10.5281/zenodo.17689679
title: Machine-Precision Prediction of Low-Dimensional Chaotic Systems from Noise-Free Data

description: This repository contains the data (data.zip) and code (workspace.zip) from the article Machine-Precision Prediction of Low-Dimensional Chaotic Systems from Noise-Free Data by Christof Schötz and Niklas Boers (arxiv.org/abs/2507.09652). See README.md for details. The code is additionally availble at github.com/chroetz/PolyProp.
DOI: 10.5281/zenodo.17691269
title: Open Data Website Promotion MSME Pariaman City
DOI: 10.5281/zenodo.17495342
title: Open Data Website Promotion MSME Pariaman City
DOI: 10.15468/dl.vh7r6b
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Macrothemis newtoni",
 "DecimalLongitude is not null",
 "DecimalLatitude is not null"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004238-251120083545085/datasets/export for details.
DOI: 10.15468/dl.wv3hxd
title: Occurrence Download

description: A dataset containing 285 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Türkiye",
 "TaxonKey is Otis tarda"
 ]
}

 The dataset includes 285 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004239-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17691275
title: A chronosequence approach assessing carbon stock and fauna habitat potential of restored coastal wetlands in Southeast Queensland, Australia

description: Files here contain data and code to reproduce all results and figures in the aforementioned paper published in Ocean and Coastal Management.
DOI: 10.5281/zenodo.17691274
title: A chronosequence approach assessing carbon stock and fauna habitat potential of restored coastal wetlands in Southeast Queensland, Australia

description: Files here contain data and code to reproduce all results and figures in the aforementioned paper published in Ocean and Coastal Management.
DOI: 10.5281/zenodo.17670436
title: Source Data File for "Possible Liquid-Nitrogen-Temperature Superconductivity Driven by Perpendicular Electric Field in the Single-Bilayer Film of La$_3$Ni$_2$O$_7$  at Ambient Pressure"

description: Source data for manuscript "Possible Liquid-Nitrogen-Temperature Superconductivity Driven by Perpendicular Electric Field in the Single-Bilayer Film of La$_3$Ni$_2$O$_7$  at Ambient Pressure" is provided. Here is the title and a brief description for the data:`Fig3_ab.zip` provides data for Figs. 3 (a) and (b).`Fig4.zip` provides data for Fig. 4 with a `README.txt` file for illustration and `plot.jl` for plotting.`Fig5_ab.zip` provides data for Figs. 5 (a) and (b).Other figures are schematic diagrams, so we didn't display the original data here.
DOI: 10.15468/dl.tyv5dy
title: Occurrence Download

description: A dataset containing 2727 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Pl@ntNet observations",
 "OccurrenceStatus is Present",
 "TaxonKey is Datura stramonium"
 ]
}

 The dataset includes 2727 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004240-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.crzdwa
title: Occurrence Download

description: A dataset containing 87834 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Fagus grandifolia"
 ]
}

 The dataset includes 87834 records from 341 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004232-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.t2xkkx
title: Occurrence Download

description: A dataset containing 101 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Rhynchostele ehrenbergii"
 ]
}

 The dataset includes 101 records from 26 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004242-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ahnx3y
title: Occurrence Download

description: A dataset containing 5615 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Species inventories ANF, Recorder-Lux database"
 ]
}

 The dataset includes 5615 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004244-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qtpmb5
title: Occurrence Download

description: A dataset containing 303 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Dicronocephalus wallichi"
 ]
}

 The dataset includes 303 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004243-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9bu637
title: Occurrence Download

description: A dataset containing 2986 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pithecopus hypochondrialis"
 ]
}

 The dataset includes 2986 records from 134 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004245-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fqu4ve
title: Occurrence Download

description: A dataset containing 715 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Africa",
 "Country is Tunisia",
 "TaxonKey is one of (Florideophyceae, Bangiophyceae, Phaeophyceae, Dictyochophyceae, Ulvophyceae)",
 "Year 1950-2025"
 ]
}

 The dataset includes 715 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004246-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17691336
title: Episodic homogenization of the upper mantle: A 3-billion-year isotopic record
DOI: 10.5281/zenodo.17691337
title: Episodic homogenization of the upper mantle: A 3-billion-year isotopic record
DOI: 10.15468/dl.82rbre
title: Occurrence Download

description: A dataset containing 973 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Spectacled bear database for Peru",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 973 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004247-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ak7m6f
title: Occurrence Download

description: A dataset listing the 926 species recorded in GBIF matching the query:
{
 "DatasetKey" : [
 "is Inventario florístico en Baja California Sur: Región del Cabo e Islas adyacentes"
 ]
}

 The dataset's 926 records were derived from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004241-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17689970
title: The Impact of Digital Transformation on Enhancing Decision-Making Efficiency in Small and Medium Enterprises an Applied Study on the Service Sector in the Kingdom of Saudi Arabia.

description: Description, 

This study, conducted by Talal Alothaim in November 2025, examines how digital transformation improves decision-making efficiency in small and medium enterprises (SMEs) within Saudi Arabia’s service sector. Using survey-based data, it highlights that adopting digital technologies enhances decision accuracy, operational agility, and overall business performance. The findings provide practical insights for SME managers and policymakers seeking to leverage digital solutions for strategic improvements.
DOI: 10.5281/zenodo.17691353
title: The Impact of Digital Transformation on Enhancing Decision-Making Efficiency in Small and Medium Enterprises an Applied Study on the Service Sector in the Kingdom of Saudi Arabia.

description: Description, 

This study, conducted by Talal Alothaim in November 2025, examines how digital transformation improves decision-making efficiency in small and medium enterprises (SMEs) within Saudi Arabia’s service sector. Using survey-based data, it highlights that adopting digital technologies enhances decision accuracy, operational agility, and overall business performance. The findings provide practical insights for SME managers and policymakers seeking to leverage digital solutions for strategic improvements.
DOI: 10.5281/zenodo.17691340
title: ice hockey impact data

description: Linear acceleration data were recorded during drop tests on 24 ice hockey helmets by using a uniaxial accelerometer in a collision test machine under low- and ambient-temperature environments for sequential low-, medium-, and high-velocity impacts.
DOI: 10.5281/zenodo.17691341
title: ice hockey impact data

description: Linear acceleration data were recorded during drop tests on 24 ice hockey helmets by using a uniaxial accelerometer in a collision test machine under low- and ambient-temperature environments for sequential low-, medium-, and high-velocity impacts.
DOI: 10.34740/kaggle/dsv/13841254
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.5281/zenodo.2623740
title: S11 | SWISSPEST | Swiss Insecticides, Fungicides and TPs

description: A list of Swiss insecticides, fungicides and TPs, included as Table S1 from Moschet et al. 2013. DOI: 10.1021/ac4021598. Dataset DOI: 10.5281/zenodo.2623740.
description: For more author details see accompanying publication: DOI: 10.1021/ac4021598
DOI: 10.5281/zenodo.2623741
title: S11 | SWISSPEST | Swiss Insecticides, Fungicides and TPs

description: A list of Swiss insecticides, fungicides and TPs, included as Table S1 from Moschet et al. 2013. DOI: 10.1021/ac4021598. Dataset DOI: 10.5281/zenodo.2623740.
description: For more author details see accompanying publication: DOI: 10.1021/ac4021598
DOI: 10.6084/m9.figshare.30689264
title: LBP Dataset

description: Complete Dataset of Nurses with LBP
DOI: 10.6084/m9.figshare.30689264.v1
title: LBP Dataset

description: Complete Dataset of Nurses with LBP
DOI: 10.15468/dl.2grm7d
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Erythrodiplax anatoidea"
 ]
}

 The dataset includes 6 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004251-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hy3vys
title: Occurrence Download

description: A dataset containing 178029 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (Ghana, Côte d’Ivoire)",
 "OccurrenceStatus is Present",
 "Year 2024-2025"
 ]
}

 The dataset includes 178029 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004225-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.12072400
title: Utrecht University Open Access Monitor: Methodology

description: Methodology used for the Utrecht University Open Access Monitor, which attributes OA labels to peer reviewed journal articles registered by researchers in the UU CRIS and UMCU CRIS (PURE).
DOI: 10.5281/zenodo.12072401
title: Utrecht University Open Access Monitor: Methodology

description: Methodology used for the Utrecht University Open Access Monitor, which attributes OA labels to peer reviewed journal articles registered by researchers in the UU CRIS and UMCU CRIS (PURE).
DOI: 10.5281/zenodo.15281630
title: Utrecht University Open Access Monitor: Methodology

description: Methodology used for the Utrecht University Open Access Monitor, which attributes OA labels to peer reviewed journal articles registered by researchers in the UU CRIS and UMCU CRIS (PURE).
DOI: 10.15468/dl.x93my8
title: Occurrence Download

description: A dataset containing 2562 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Données d'oiseaux",
 "Geometry POLYGON((-18.64723 36.74421,17.64723 36.74421,17.64723 51.25579,-18.64723 51.25579,-18.64723 36.74421))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 2562 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001434-250424135625364/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.j76j2g
title: Occurrence Download

description: A dataset containing 885595 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is BirdMap Data - GPS tracking of Storks, Cranes and birds of prey, breeding in Northern and Eastern Europe"
 ]
}

 The dataset includes 885595 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013724-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bz97c2
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Occurrence evidence, Observation)",
 "TaxonKey is one of (Eleutherodactylus coqui Thomas, 1966)",
 "Country is one of (Afghanistan, Armenia, Azerbaijan, Bahrain, Bangladesh, Bhutan, Brunei Darussalam, Cambodia, China, Cyprus, Georgia, Hong Kong, India, Indonesia, Iran (Islamic Republic of), Iraq, Israel, Japan, Jordan, Kazakhstan, Korea (Democratic People’s Republic of), Korea, Republic of, Kuwait, Kyrgyzstan, Lao People’s Democratic Republic, Lebanon, Macao, Malaysia, Maldives, Mongolia, Myanmar, Nepal, Oman, Pakistan, Palestine, State of, Philippines, Qatar, Saudi Arabia, Singapore, Sri Lanka, Syrian Arab Republic, Tajikistan, Thailand, Timor-Leste, Türkiye, Turkmenistan, United Arab Emirates, Uzbekistan, Viet Nam, Yemen)"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015848-250525065834625/datasets/export for details.
DOI: 10.5281/zenodo.15578668
title: Data on Waist Circumference, Trunk Alignment, and Respiratory Parameters in Young Individuals
DOI: 10.5281/zenodo.15578669
title: Data on Waist Circumference, Trunk Alignment, and Respiratory Parameters in Young Individuals
DOI: 10.15468/dl.4ag32j
title: Occurrence Download

description: A dataset containing 811 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Occurrence evidence, Observation)",
 "TaxonKey is one of (Eleutherodactylus coqui Thomas, 1966)",
 "Country is one of (Anguilla, Antigua and Barbuda, Argentina, Aruba, Bahamas, Barbados, Belize, Bolivia (Plurinational State of), Bonaire, Sint Eustatius and Saba, Bouvet Island, Brazil, Cayman Islands, Chile, Colombia, Costa Rica, Cuba, Curaçao, Dominica, Dominican Republic, Ecuador, El Salvador, Falkland Islands (Malvinas), French Guiana, Grenada, Guadeloupe, Guatemala, Guyana, Haiti, Honduras, Jamaica, Martinique, Mexico, Montserrat, Nicaragua, Panama, Paraguay, Peru, Puerto Rico, Saint Barthélemy, Saint Kitts and Nevis, Saint Lucia, Saint Martin (French part), Saint Vincent and the Grenadines, Sint Maarten (Dutch part), South Georgia and the South Sandwich Islands, Suriname, Trinidad and Tobago, Turks and Caicos Islands, Uruguay, Venezuela (Bolivarian Republic of), Virgin Islands (British), Virgin Islands (U.S.))"
 ]
}

 The dataset includes 811 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015849-250525065834625/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.29215694
title: Raw data of evaluation of biological and commercial parameters of silkworms

description: An experiment was conducted to evaluate and compare the varietal difference of mulberry on the growth and development of bivoltine silkworm J1 for biological and commercial character expression in Sericulture Development Centre in Khopasi, Kavrepalanchowk in Completely Randomized Design with 5 treatments and 4 replications. Larvae of silkworm (J1) were fed on mulberry varieties Kanva, Victoia-01, S-36, S-54, and LN-40. Observations on the dimension of different instars of silkworm Bombyx mori and yield parameter were observed.Mulberry variety Victoia-1 was found significantly superior in matured larva weight (37.69) while highest pupal weight (12.75 g) was found in the Kanva-2 variety. In terms of commercial parameters: highest cocoon weight (168.0750g), cocoon shell weight (40.5375g) was observed in Kanva while in case of cocoon shell ratio (25.313%), filament length (1094.585), filament weight (2.79675g) and denier (2.297g) highest number was observed in Victoia-01. The result of the study indicates that mulberry variety Victoia-1 was found best performer in relation to different parameters; Larvae weight, cocoon weight, cocoon shell ratio, filament length, filament weight and denier. Variety Kanva-2 was recorded next best performers in terms of pupae weight, cocoon weight and shell weight. Victoia-1and Kanva-2 mulberry varieties supported good growth and development of silkworm larvae which were par to eachother in terms of performance, biological and commercial parameters. Such mulberry variety can be recommended for more trials at the field level for farmers and could be ex-ploited for commercial purpose in different region for sustainable growth and development of sericulture industry.
DOI: 10.6084/m9.figshare.29215694.v1
title: Raw data of evaluation of biological and commercial parameters of silkworms

description: An experiment was conducted to evaluate and compare the varietal difference of mulberry on the growth and development of bivoltine silkworm J1 for biological and commercial character expression in Sericulture Development Centre in Khopasi, Kavrepalanchowk in Completely Randomized Design with 5 treatments and 4 replications. Larvae of silkworm (J1) were fed on mulberry varieties Kanva, Victoia-01, S-36, S-54, and LN-40. Observations on the dimension of different instars of silkworm Bombyx mori and yield parameter were observed.Mulberry variety Victoia-1 was found significantly superior in matured larva weight (37.69) while highest pupal weight (12.75 g) was found in the Kanva-2 variety. In terms of commercial parameters: highest cocoon weight (168.0750g), cocoon shell weight (40.5375g) was observed in Kanva while in case of cocoon shell ratio (25.313%), filament length (1094.585), filament weight (2.79675g) and denier (2.297g) highest number was observed in Victoia-01. The result of the study indicates that mulberry variety Victoia-1 was found best performer in relation to different parameters; Larvae weight, cocoon weight, cocoon shell ratio, filament length, filament weight and denier. Variety Kanva-2 was recorded next best performers in terms of pupae weight, cocoon weight and shell weight. Victoia-1and Kanva-2 mulberry varieties supported good growth and development of silkworm larvae which were par to eachother in terms of performance, biological and commercial parameters. Such mulberry variety can be recommended for more trials at the field level for farmers and could be ex-ploited for commercial purpose in different region for sustainable growth and development of sericulture industry.
DOI: 10.5281/zenodo.15429784
title: Data and Code for Rapid Above-Ground Biomass Change Estimation Using Machine Learning for the Rohingya Refugee Camp  & Surrounding Areas in Bangladesh

description: # Above-Ground-Biomass-EstimationLast modified: 15 May 2025.

 

The codes have been implemented using Jupyter Hub and Google Earth Engine. Dewan Mohammad Enamul Haque, Dewan Ruksana Ruma, and Mashfiqur Shattique jointly updated the codes for multi-temporal above-ground biomass (AGB) estimation. 

Leveraging Sentinel 2A imagery, GEDI LiDAR biomass data, and ESA’s Biomass products, we estimated AGB for three key periods: 2017 (pre-refugee influx), 2019 (early forest restoration), and 2023 (restoration progress). We employed machine learning regression models, including Random Forest (RF), Support Vector Machine (SVM), and Gradient Boosting (XGBoost) regression. 

The original version of the code is available at https://spatialthoughts.com/2024/02/07/agb-regression-gee/ and https://eo4society.esa.int/resources/copernicus-rus-training-materials/

 

The GitHub link contains further instructions.
DOI: 10.5281/zenodo.15429786
title: Data and Code for Rapid Above-Ground Biomass Change Estimation Using Machine Learning for the Rohingya Refugee Camp  & Surrounding Areas in Bangladesh

description: # Above-Ground-Biomass-EstimationLast modified: 15 May 2025.

 

The codes have been implemented using Jupyter Hub and Google Earth Engine. Dewan Mohammad Enamul Haque, Dewan Ruksana Ruma, and Mashfiqur Shattique jointly updated the codes for multi-temporal above-ground biomass (AGB) estimation. 

Leveraging Sentinel 2A imagery, GEDI LiDAR biomass data, and ESA’s Biomass products, we estimated AGB for three key periods: 2017 (pre-refugee influx), 2019 (early forest restoration), and 2023 (restoration progress). We employed machine learning regression models, including Random Forest (RF), Support Vector Machine (SVM), and Gradient Boosting (XGBoost) regression. 

The original version of the code is available at https://spatialthoughts.com/2024/02/07/agb-regression-gee/ and https://eo4society.esa.int/resources/copernicus-rus-training-materials/

 

The GitHub link contains further instructions.