cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.15034815
title: Factors and machine learning model results in Meizhou, China

description: This is the relevant data for the paper titled Multi source Remote Sensing Assessment of Soil Type Controlling Regional Landslide Susceptibility after Heavy Rainfall in Meizhou, Guangdong, China. This data mainly includes machine learning related factors and calculated results, as well as some results related to sbas, e-sbas, and d-insar. Due to the limitation of the number of files, they are packaged as compressed files for uploading. Below, I will introduce the relevant documents.



SBASandESBAS:This is the result obtained through ENVI using Sentinel-2, SBAS, and E-SBAS regarding the Meizhou research area.

demandresearchArea:This document includes the elevation data of the study area and the scope of the study area (shp file).

factors:This file is a data file for training machine learning.

Hillshade:This file is a mountain shadow file, mainly used as a base image during drawing to make the image look better.

historylandslide:This document contains historical landslide data as labeled data for machine learning.

Landslidesusceptibilityresults(202311):This file is the result of machine learning, which differs from the factors of annual data. It mainly uses NDVI and rainfall data from November 2023, while other data is the same. The file includes all the files output by the model, and the model uses new landslide points as label data.

Landslidesusceptibilityresults(202406):This document is the result of machine learning, with different factors from the annual data. It mainly uses NDVI and rainfall data from June 2024, and the rest is the same as the previous document.

Landslidesusceptibilityresults(historylandslide):This file is the output file of machine learning, using historical landslide points as label data.

Landslidesusceptibilityresults(newlandslide):This is all the result files of machine learning obtained using new landslide points as labels.

newhistoryandSentinel-2image:This document contains satellite imagery data from Sentinel-2 and utilizes the imagery data to obtain newly generated landslide point data for training purposes.
DOI: 10.5281/zenodo.15034867
title: Data on precipitation and population change trends and correlation analysis in China from 2001 to 2020

description: This dataset is the precipitation and population change trend and correlation analysis data of China from 2001 to 2020, including the division of arid and humid areas by precipitation data from 2001 to 2023, two dry and wet division methods, and the east and west areas of the Hu Huanyong Line. China's elevation is divided into four categories of altitude at 1000 meters, 2000 meters, and 3000 meters. Most of the data is processed by QGIS, and the other part is implemented by python code. Origin 2024 is used to carry out trend analysis and correlation analysis, and the table data is stored in excel and csv formats. The schematic diagram is in eps format.
DOI: 10.5281/zenodo.15034868
title: Data on precipitation and population change trends and correlation analysis in China from 2001 to 2020

description: This dataset is the precipitation and population change trend and correlation analysis data of China from 2001 to 2020, including the division of arid and humid areas by precipitation data from 2001 to 2023, two dry and wet division methods, and the east and west areas of the Hu Huanyong Line. China's elevation is divided into four categories of altitude at 1000 meters, 2000 meters, and 3000 meters. Most of the data is processed by QGIS, and the other part is implemented by python code. Origin 2024 is used to carry out trend analysis and correlation analysis, and the table data is stored in excel and csv formats. The schematic diagram is in eps format.
DOI: 10.15468/dl.zs53wp
title: Occurrence Download

description: A dataset containing 1153 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Canada",
 "TaxonKey is Agrilus planipennis Fairmaire, 1888"
 ]
}

 The dataset includes 1153 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010913-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fav3j7
title: Occurrence Download

description: A dataset containing 465 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Dictyonota fuliginosa Costa, 1855",
 "HasGeospatialIssue is false",
 "HasCoordinate is true"
 ]
}

 The dataset includes 465 records from 45 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010914-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25573/data.27933732
title: Data in support of Collin et al. <b>What’s going on down there? </b><b> </b><b>Impacts of long-term elevated CO</b><sub><strong>2</strong></sub><b> </b><b>and community composition on components of below-ground biomass in a Chesapeake Bay saltmarsh</b>

description: This includes data in support of a publication on the impacts of elevated CO2 on the below ground biomass of Spartina and Schoenoplectus communities in an experimental wetland published in 2025 in Hydrobiology
DOI: 10.25573/data.27933732.v1
title: Data in support of Collin et al. <b>What’s going on down there? </b><b> </b><b>Impacts of long-term elevated CO</b><sub><strong>2</strong></sub><b> </b><b>and community composition on components of below-ground biomass in a Chesapeake Bay saltmarsh</b>

description: This includes data in support of a publication on the impacts of elevated CO2 on the below ground biomass of Spartina and Schoenoplectus communities in an experimental wetland published in 2025 in Hydrobiology
DOI: 10.15468/dl.6zsbx8
title: Occurrence Download

description: A dataset containing 600784 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is France",
 "GadmGid is FRA.11_1",
 "TaxonKey is Chiroptera"
 ]
}

 The dataset includes 600784 records from 769 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010910-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.74u9f3
title: Occurrence Download

description: A dataset containing 6091 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ectobius pallidus (Olivier, 1789)",
 "HasGeospatialIssue is false",
 "HasCoordinate is true"
 ]
}

 The dataset includes 6091 records from 218 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010915-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.v5s4vh
title: Occurrence Download

description: A dataset containing 16 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Shorea negrosensis Foxw.",
 "Year 1902-1917"
 ]
}

 The dataset includes 16 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010918-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.muc3kq
title: Occurrence Download

description: A dataset containing 29 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Melanagromyza caerulea (Malloch, 1913)",
 "HasGeospatialIssue is false",
 "HasCoordinate is true"
 ]
}

 The dataset includes 29 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010917-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3hyg4w
title: Occurrence Download

description: A dataset containing 1306 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "CoordinateUncertaintyInMeters 0.0-100.0",
 "OccurrenceStatus is Present",
 "TaxonKey is Calotriton asper (Dugès, 1852)"
 ]
}

 The dataset includes 1306 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010919-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8nc4fr
title: Occurrence Download

description: A dataset listing the 221 species recorded in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON((114.00144 23.2936,114.03758 23.2936,114.03758 23.31849,114.00144 23.31849,114.00144 23.2936))"
 ]
}

 The dataset's 221 records were derived from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010916-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jq4hye
title: Occurrence Download

description: A dataset containing 84 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Elaeidobius subvittatus (Faust, 1898)",
 "HasGeospatialIssue is false",
 "HasCoordinate is true"
 ]
}

 The dataset includes 84 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010920-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cy5qcw
title: Occurrence Download

description: A dataset containing 16 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Shorea negrosensis Foxw.",
 "Year 1902-1917"
 ]
}

 The dataset includes 16 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010921-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15017755
title: Data from FLUXNET2015 after stringent criteria

description: Noah-MP 输入
DOI: 10.5281/zenodo.15017756
title: Data from FLUXNET2015 after stringent criteria

description: Noah-MP 输入
DOI: 10.5281/zenodo.15034947
title: Cell-type specific autophagy in root hair forming cells is essential for salt stress tolerance in Arabidopsis thaliana

description: This is the Part II of the source data associated with this manuscript : "Cell-type specific autophagy in root hair forming cells is essential for salt stress tolerance in Arabidopsis thaliana"

It contains all the raw data that were used to generate the figures presented in the manuscript.
DOI: 10.5281/zenodo.15034948
title: Cell-type specific autophagy in root hair forming cells is essential for salt stress tolerance in Arabidopsis thaliana

description: This is the Part II of the source data associated with this manuscript : "Cell-type specific autophagy in root hair forming cells is essential for salt stress tolerance in Arabidopsis thaliana"

It contains all the raw data that were used to generate the figures presented in the manuscript.
DOI: 10.34740/kaggle/dsv/11050086
title: AI Max
DOI: 10.15468/dl.xbpcq3
title: Occurrence Download

description: A dataset containing 68 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Myctides imberbis Lea & A.M., 1906",
 "HasGeospatialIssue is false",
 "HasCoordinate is true"
 ]
}

 The dataset includes 68 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010922-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15034953
title: Molecule field point data

description: The file contains the training and test data supporting the publication "Prediction of Molecular Field Pointsusing SE(3)-Transformer Model".
DOI: 10.5281/zenodo.15034952
title: Molecule field point data

description: The file contains the training and test data supporting the publication "Prediction of Molecular Field Pointsusing SE(3)-Transformer Model".
DOI: 10.5281/zenodo.15034964
title: Towards Levels of Assurance for Data Trustworthiness - A Novel Framework to Promote Trust in Inter-Organisational Data Sharing - Literature Body

description: The attached annotated_literature_body.html file includes all articles which were respected as a resulting final step in the literature review. The structured literature review was conducted following vom Brocke et al. 2015.

Therefore, it started with an unstructured exploration of relevant literature, mainly using Google Scholar, in order to increase the familiarity with the subject. Then, a structured keyword search in the IEEExplore, ACM, and ScienceDirect databases was performed. The search term used was (”Data” AND (”Trustworthiness” OR ”Trustworthy”)), matching titles in research articles only.

The search was executed in December 2024 and returned 318 matches. 148 of these came from IEEExplore, 121 from ACM and 49 from Science Direct. Then, the resulting articles’ titles were screenlined and unequivocal false positives were removed, which resulted in 177 articles that were more thoroughly investigated by reading their abstracts.

Then articles that were not related to measuring, evaluating, assuring or quantifying the trustworthiness of data, and matches that were exclusively focused on securing the integrity of data but did not address any other dimensions of data trustworthiness were excluded. This resulted in a total of 47 articles specifically concerned with data trustworthiness, its purpose, definition, and ensuring and assuring trust.

Using this collection, a backward and forward search was conducted by thoroughly reading each article, looking for key references, and using Google Scholar to execute a targeted forward search. Doing this resulted in additional 35 articles, 20 of which were already part of the set of identified literature. Thus, the literature body ended up to comprise a total of 62 articles.

The literature body was then analysed and labelled in regards to their artifact type, and mentioned motivations, objectives, and acknowledged data trustworthiness dimensions.
DOI: 10.5281/zenodo.15034965
title: Towards Levels of Assurance for Data Trustworthiness - A Novel Framework to Promote Trust in Inter-Organisational Data Sharing - Literature Body

description: The attached annotated_literature_body.html file includes all articles which were respected as a resulting final step in the literature review. The structured literature review was conducted following vom Brocke et al. 2015.

Therefore, it started with an unstructured exploration of relevant literature, mainly using Google Scholar, in order to increase the familiarity with the subject. Then, a structured keyword search in the IEEExplore, ACM, and ScienceDirect databases was performed. The search term used was (”Data” AND (”Trustworthiness” OR ”Trustworthy”)), matching titles in research articles only.

The search was executed in December 2024 and returned 318 matches. 148 of these came from IEEExplore, 121 from ACM and 49 from Science Direct. Then, the resulting articles’ titles were screenlined and unequivocal false positives were removed, which resulted in 177 articles that were more thoroughly investigated by reading their abstracts.

Then articles that were not related to measuring, evaluating, assuring or quantifying the trustworthiness of data, and matches that were exclusively focused on securing the integrity of data but did not address any other dimensions of data trustworthiness were excluded. This resulted in a total of 47 articles specifically concerned with data trustworthiness, its purpose, definition, and ensuring and assuring trust.

Using this collection, a backward and forward search was conducted by thoroughly reading each article, looking for key references, and using Google Scholar to execute a targeted forward search. Doing this resulted in additional 35 articles, 20 of which were already part of the set of identified literature. Thus, the literature body ended up to comprise a total of 62 articles.

The literature body was then analysed and labelled in regards to their artifact type, and mentioned motivations, objectives, and acknowledged data trustworthiness dimensions.
DOI: 10.15468/dl.gyah47
title: Occurrence Download

description: A dataset containing 119 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ochrostomus pulchellus (Fabricius, 1794)",
 "HasGeospatialIssue is false",
 "HasCoordinate is true"
 ]
}

 The dataset includes 119 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010923-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15034943
title: Ciona tail regression_genotype_negative control_video3 (part1)

description: Video that was collected using Ciona Tracker 2.0 as part of Liang et al 2025. Animals included in this video are negative control animals used in CRISPR/Cas9 experiments addressing the role of Ano5 and Ano6 in Ciona sensory perception.
DOI: 10.5281/zenodo.15034944
title: Ciona tail regression_genotype_negative control_video3 (part1)

description: Video that was collected using Ciona Tracker 2.0 as part of Liang et al 2025. Animals included in this video are negative control animals used in CRISPR/Cas9 experiments addressing the role of Ano5 and Ano6 in Ciona sensory perception.
DOI: 10.5281/zenodo.15034966
title: Cell-type specific autophagy in root hair forming cells is essential for salt stress tolerance in Arabidopsis thaliana

description: This is the Part I of the source data associated with this manuscript : "Cell-type specific autophagy in root hair forming cells is essential for salt stress tolerance in Arabidopsis thaliana"

It contains all the raw data that were used to generate the figures presented in the manuscript.
DOI: 10.5281/zenodo.15034967
title: Cell-type specific autophagy in root hair forming cells is essential for salt stress tolerance in Arabidopsis thaliana

description: This is the Part I of the source data associated with this manuscript : "Cell-type specific autophagy in root hair forming cells is essential for salt stress tolerance in Arabidopsis thaliana"

It contains all the raw data that were used to generate the figures presented in the manuscript.
DOI: 10.15468/dl.vvg8zr
title: Occurrence Download

description: A dataset containing 30 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Dialeurodes kirkaldyi (Kotinsky, 1907)",
 "HasGeospatialIssue is false",
 "HasCoordinate is true"
 ]
}

 The dataset includes 30 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010924-250310093411724/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.27247097.v1
title: Optimized design and performance testing of hydraulic electrostatic actuator

description: Hydraulic electrostatic actuators have become a research hotspot for their inherent flexibility and safety of human-machine interaction. This paper aims to combine the characteristics of dielectric elastomers and fluid actuators, enhancing the dielectric constant and breakdown field strength by modifying Al<sub>2</sub>O<sub>3</sub> on the surface of nanostructured BaTiO<sub>3</sub> and in order to develop a hydraulic electrostatic actuator with silicone rubber as the matrix material. Single-factor experiments were firstly conducted to confirm the range of three factors affecting the actuation strain of the actuator: BaTiO<sub>3</sub>@Al<sub>2</sub>O<sub>3</sub> content, thickness of the silicone rubber elastomer film, and pre-stretching ratio coefficient. The response surface methodology was used to study the interactive influence of the above three influencing factors on the actuation strain. It was obtained that <i>A</i> has an insignificant influence on the actuation strain, <i>AB</i> has a significant influence on the actuation strain, and <i>B</i>, <i>C</i>, <i>AC</i>, and <i>BC</i> have a highly influence on the actuation strain. Maximizing actuation strain as the optimization objective yielded the combination results of each factor: BaTiO<sub>3</sub>@Al<sub>2</sub>O<sub>3</sub> content of 2.57%, thickness of 0.60 mm, and pre-stretching ratio coefficient of 2.50. Actuation strain tests were conducted with optimized parameters under no-load. The experimental results of the actuation strain test show that the relative error between the test value and the model prediction value of 16.47% is less than 5%, and the optimization model results are reliable. The optimized hydraulic electrostatic actuator was tested for actuation strain and electrical performance under different loads. The experiment showed that the maximum actuation strain of the hydraulic electrostatic actuator was 17.20% under a load of 100 g. The critical breakdown current of the actuator ranged from 115 μA to 130 μA, and the maximum electromechanical conversion efficiency of the actuator under different loads was 67.93%. Finally, a joint actuating device was developed based on the structure of the actuator, amplifying the output displacement of the actuator to 30 mm, and the linear displacement of the soft electro-fluid actuator can be converted into a 20° rotation angle through the gear steering mechanism, thus validating the effectiveness of the hydraulic electrostatic actuator.
DOI: 10.6084/m9.figshare.27309348
title: Design of stiffness-variable dielectric elastomer wing based on seagull characteristics and its application in avian flight bionics

description: Dielectric elastomers (DE), renowned for their lightweight, rapid response, high energy density, and efficient conversion, have garnered significant attention in the realm of avian flight bionics. However, a lack of understanding of the mechanical principles underlying flapping wing biomimetics has hindered accurate simulations of actual bird flight postures. To address this, a stiffness-variable DE-based wing (DEW) has been designed, inspired by the characteristics of seagulls, to mimic the wing deformations across different bird flight phases. The evolution of the DEW’s deformation is modeled based on the differential equation describing the bending curve of a DE cantilever beam. By applying different voltage cycles, three continuous avian flight postures have been replicated: takeoff, cruising, and hovering. The simulation results demonstrate that the stiffness-variable DEW effectively mimics the wing deformations observed in birds during different flight postures, closely resembling real-world flight conditions. This study has the potential to serve as an important reference for exploring changes in bird flight behavior, thereby advancing the application of DE materials in the field of soft robotics.