cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.f8vefz
title: Occurrence Download

description: A dataset containing 26 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Trichosanthes laceribracteata",
 "Geometry POLYGON((119.300000 20.500000, 122.100000 20.500000, 122.100000 25.400000, 119.300000 25.400000, 119.300000 20.500000))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 26 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023368-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cbpzyd
title: Occurrence Download

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

 The dataset includes 14 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023371-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vm8b2s
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Sedum mexicanum",
 "Country is India",
 "HasCoordinate is true"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023369-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3grumv
title: Occurrence Download

description: A dataset containing 263 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Sedum mexicanum",
 "Country is Japan",
 "HasCoordinate is true"
 ]
}

 The dataset includes 263 records from 27 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023370-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fvbxt6
title: Occurrence Download

description: A dataset containing 150 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Sedum mexicanum",
 "Country is United States of America",
 "HasCoordinate is true"
 ]
}

 The dataset includes 150 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023374-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9utbx6
title: Occurrence Download

description: A dataset containing 348 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Zehneria mucronata",
 "Geometry POLYGON((119.300000 20.500000, 122.100000 20.500000, 122.100000 25.400000, 119.300000 25.400000, 119.300000 20.500000))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 348 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023373-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17214575
title: Simulation data of multimodal random packing for packed bed latent heat storage systems

description: This dataset contains simulation output files (Unimodal, Bimodal, Trimodal, Gaussian distributions) used in the numerical study “Optimizing packed bed latent heat storage systems via multimodal random packing” (Energy, 2025). The files include raw output and processed data from ANSYS Fluent and Blender-based models of packed bed latent heat storage (PBLHS) systems filled with spherical phase change material (PCM) capsules. These data support analysis of thermal performance metrics such as energy stored/recovered, charging/discharging efficiency, melting/solidification times, and pressure drop across different particle size distributions.
DOI: 10.5281/zenodo.17214574
title: Simulation data of multimodal random packing for packed bed latent heat storage systems

description: This dataset contains simulation output files (Unimodal, Bimodal, Trimodal, Gaussian distributions) used in the numerical study “Optimizing packed bed latent heat storage systems via multimodal random packing” (Energy, 2025). The files include raw output and processed data from ANSYS Fluent and Blender-based models of packed bed latent heat storage (PBLHS) systems filled with spherical phase change material (PCM) capsules. These data support analysis of thermal performance metrics such as energy stored/recovered, charging/discharging efficiency, melting/solidification times, and pressure drop across different particle size distributions.
DOI: 10.6084/m9.figshare.27626877.v1
title: Data for the manuscript of “<b>Expansion of hydrologically-linked permafrost-thaw collapse features accelerate sediment and carbon loss across the Tibetan Plateau</b>”

description: Data for the manuscript of “<b>Expansion of hydrologically-linked permafrost-thaw collapse features accelerate sediment and carbon loss across the Tibetan Plateau</b>” in submission.These files includes the key data of the hydrologically-linked permafrost collapse features (PCFs) on the Tibetan Plateau and the associated sediment and carbon loss from these PCFs.<b>1_PCF inventory</b> folder includes the .shp files of PCF inventory on the Tibetan Plateau, including a total of 5510 PCFs.<b>2_Permafrost data</b> folder includes the simulated permafrost data by SHAW model. <i>QTP_point_feature.txt</i> records the key factors of permafrost dynamics on the Tibetan Plateau in a 1-km spatial resolution.<b>3_River_permafrost</b> folder includes the difference between waterbody temperature and air temperature on the plateau and their impacts on permafrost. <i>QTP</i> subfolder includes the water temperatures across the plateau and the surrounding air temperatures. <i>TTH</i> subfolder includes the modeling experiment of permafrost responses to river water temperature change at a section of Tuotuohe river.<b>4_RF_PCF_prediction</b> folder includes the predicted PCF risk regions and the disturbed area by random forest model on the Tibetan Plateau. <i>QTP_point_feature.txt</i> records the predictors of each 1-km grid on the plateau. <i>RTS_grid_feature.txt</i> records the PCF conditions (PCF presence/absence and area) of each grid. <i>PCF_Risk</i> subfolder includes the predictions of PCF risk (risk map, model accuracy, and predictor importance). <i>PCF_Area</i> subfolder includes the predictions of disturbed area in risk grids (disturbed area and volume map, optimal model, and predictor importance).<b>5_Sediment_and_Carbon_loss</b> folder includes the estimated sediment, soil organic carbon, and vegetation biomass losses from existing PCFs and potential PCF risk. <i>Current</i> subfolder includes the losses of each region due to existing PCFs. <i>NewPCF_16-22</i> subfolder includes the losses from newly formed PCFs in each year from 2016 to 2022. <i>Potential</i> subfolder includes the predicted losses from the potential PCF risk.For more information and relative codes, kindly reach out to the authors at yi.zhao@pku.edu.cn.
DOI: 10.15468/dl.j92c3z
title: Occurrence Download

description: A dataset containing 19 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Sedum multiceps",
 "Country is France",
 "HasCoordinate is true"
 ]
}

 The dataset includes 19 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023378-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.t54w36
title: Occurrence Download

description: A dataset containing 15 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Sedum multiceps",
 "Country is Brazil",
 "HasCoordinate is true"
 ]
}

 The dataset includes 15 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023376-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vcjsg2
title: Occurrence Download

description: A dataset containing 121 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Bulbostylis barbata",
 "Geometry POLYGON((119.300000 20.500000, 122.100000 20.500000, 122.100000 25.400000, 119.300000 25.400000, 119.300000 20.500000))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 121 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023377-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17214696
title: test licenta 2

description: dds
DOI: 10.5281/zenodo.17214733
title: test licenta 2

description: dds
DOI: 10.15468/dl.cvdmxx
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023383-250920141307145/datasets/export for details.
DOI: 10.15468/dl.e473ws
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023381-250920141307145/datasets/export for details.
DOI: 10.6084/m9.figshare.30225997
title: Dataset summarising observations of amphibians in estavelles springs

description: The dataset summarises observations of amphibians performed in springs and estavelles of the Classic Karst region (NE Italy). From June 2020 to January 2025 we performed repeated surveys in all the months of the year, August excluded, both during day and night, in 61 springs sites. We considered springs occurring in the four poljes that were likely to have the typical hydrological regime already described for estavelles. In each site the occurrence and breeding of amphibians was assessed visually by inspecting for at least 10 minutes all the possible shelters including the elements of the substrate. At each survey, for each spring, we recorded abiotic and biotic features that can be important in explaining amphibians’ use of aquatic sites. As abiotic features we recorded the maximum water depth, the intensity of water flow, if the site was emitting or absorbing, the morphology of the spring mouth, diversification of substrate, which can reflect the abundance of shelters. Water flow was differentiated in four categories by the same observer: 1= absent, 2= just occurring, 3= moderate, 4 =strong. Diversification of substrate was based on microhabitat heterogeneity, considering the percent cover of sediments (including organic matter) which was classified as follows: 1, no diversification, one single substrate element covering almost entirely the site; 2, poor diversification, occurrence of two different substrates that added together covered&gt;90% of the spring; 3, quite diversified, at least three elements on the substrate, each of which covering 20-40% of the spring habitat; 4, highly diversified, four or more elements including leaves and branches. As biotic features we recorded the occurrence of aquatic and semi-aquatic macrophytes and the occurrence of individuals (both juveniles and adults) of the pike (Esox cisalpinus) which is the top predator fish of the system investigated.
DOI: 10.6084/m9.figshare.30225997.v1
title: Dataset summarising observations of amphibians in estavelles springs

description: The dataset summarises observations of amphibians performed in springs and estavelles of the Classic Karst region (NE Italy). From June 2020 to January 2025 we performed repeated surveys in all the months of the year, August excluded, both during day and night, in 61 springs sites. We considered springs occurring in the four poljes that were likely to have the typical hydrological regime already described for estavelles. In each site the occurrence and breeding of amphibians was assessed visually by inspecting for at least 10 minutes all the possible shelters including the elements of the substrate. At each survey, for each spring, we recorded abiotic and biotic features that can be important in explaining amphibians’ use of aquatic sites. As abiotic features we recorded the maximum water depth, the intensity of water flow, if the site was emitting or absorbing, the morphology of the spring mouth, diversification of substrate, which can reflect the abundance of shelters. Water flow was differentiated in four categories by the same observer: 1= absent, 2= just occurring, 3= moderate, 4 =strong. Diversification of substrate was based on microhabitat heterogeneity, considering the percent cover of sediments (including organic matter) which was classified as follows: 1, no diversification, one single substrate element covering almost entirely the site; 2, poor diversification, occurrence of two different substrates that added together covered&gt;90% of the spring; 3, quite diversified, at least three elements on the substrate, each of which covering 20-40% of the spring habitat; 4, highly diversified, four or more elements including leaves and branches. As biotic features we recorded the occurrence of aquatic and semi-aquatic macrophytes and the occurrence of individuals (both juveniles and adults) of the pike (Esox cisalpinus) which is the top predator fish of the system investigated.
DOI: 10.6084/m9.figshare.28553357
title: <b>Analysis of lightning current above the strike point of side flash to the Canton Tower</b>

description: Optical data of side flashes to the Canton Tower
DOI: 10.6084/m9.figshare.28553357.v2
title: <b>Analysis of lightning current above the strike point of side flash to the Canton Tower</b>

description: Optical data of side flashes to the Canton Tower
DOI: 10.6084/m9.figshare.28553357.v1
title: <b>Analysis of lightning current above the strike point of side flash to the Canton Tower</b>

description: Optical data of side flashes to the Canton Tower
DOI: 10.15468/dl.3wxgw3
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023380-250920141307145/datasets/export for details.
DOI: 10.15468/dl.nayptt
title: Occurrence Download

description: A dataset containing 48 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Carex alopecuroides",
 "Geometry POLYGON((119.300000 20.500000, 122.100000 20.500000, 122.100000 25.400000, 119.300000 25.400000, 119.300000 20.500000))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 48 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023382-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17214739
title: un test

description: fdsfsf
DOI: 10.5281/zenodo.17214748
title: un test

description: fdsfsf
DOI: 10.5281/zenodo.17214744
title: LLM4Weather Dataset (Batch 1) Lat[-90.00~-90.00] Lon[-180.00~-179.00]

description: This dataset contains experimental results from the paper 'LLM4Weather: Global 10-min Meteorological Temporal Super-Resolution via Large Language Models for Data Gap Filling'.

The data includes global meteorological gap-filling outputs at 10-minute resolution, stored in CSV format.
DOI: 10.5281/zenodo.17214745
title: LLM4Weather Dataset (Batch 1) Lat[-90.00~-90.00] Lon[-180.00~-179.00]

description: This dataset contains experimental results from the paper 'LLM4Weather: Global 10-min Meteorological Temporal Super-Resolution via Large Language Models for Data Gap Filling'.

The data includes global meteorological gap-filling outputs at 10-minute resolution, stored in CSV format.
DOI: 10.5281/zenodo.17214747
title: LLM4Weather Dataset (Batch 2) Lat[-90.00~-90.00] Lon[-178.00~-177.00]

description: This dataset contains experimental results from the paper 'LLM4Weather: Global 10-min Meteorological Temporal Super-Resolution via Large Language Models for Data Gap Filling'.

The data includes global meteorological gap-filling outputs at 10-minute resolution, stored in CSV format.
DOI: 10.5281/zenodo.17214746
title: LLM4Weather Dataset (Batch 2) Lat[-90.00~-90.00] Lon[-178.00~-177.00]

description: This dataset contains experimental results from the paper 'LLM4Weather: Global 10-min Meteorological Temporal Super-Resolution via Large Language Models for Data Gap Filling'.

The data includes global meteorological gap-filling outputs at 10-minute resolution, stored in CSV format.
DOI: 10.15468/dl.e2h3dw
title: Occurrence Download

description: A dataset containing 750202 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "Geometry POLYGON((109 20,117 20,117 25,109 25,109 20))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 750202 records from 688 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023358-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zx29q4
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Convolvulus arvensis",
 "Country is Iceland",
 "HasCoordinate is true"
 ]
}

 The dataset includes 3 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023385-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17214690
title: DevEmo+: A Video Dataset of Spontaneous Facial Expressions of Students Solving Programming Tasks in the Wild

description: DevEmo+ - a dataset of facial expression recordings from students engaged in programming tasks. Collected "in-the-wild" from participants' personal computing environments, this dataset addresses the critical need for ecologically valid data to research student affective states during complex computer-based learning. The data was produced using a three-phase approach that integrates automatic emotion recognition, crowdsourcing for human based filtering, and a final selection stage by expert annotators to ensure high-quality labels. The final dataset contains 304 video clips from 51 participants, balanced between 152 emotional and 152 neutral expressions. A consensus protocol was applied, requiring agreement from at least two of three experts on both the emotion category and timing. The resulting annotations are dominated by cognitive states such as confusion (51.9%), happiness (22.4%), and surprise (16.4%), making the dataset particularly well-suited for investigating the cognitive-affective dynamics of problem-solving. The publicly available dataset includes detailed metadata to facilitate its use.
DOI: 10.5281/zenodo.17214691
title: DevEmo+: A Video Dataset of Spontaneous Facial Expressions of Students Solving Programming Tasks in the Wild

description: DevEmo+ - a dataset of facial expression recordings from students engaged in programming tasks. Collected "in-the-wild" from participants' personal computing environments, this dataset addresses the critical need for ecologically valid data to research student affective states during complex computer-based learning. The data was produced using a three-phase approach that integrates automatic emotion recognition, crowdsourcing for human based filtering, and a final selection stage by expert annotators to ensure high-quality labels. The final dataset contains 304 video clips from 51 participants, balanced between 152 emotional and 152 neutral expressions. A consensus protocol was applied, requiring agreement from at least two of three experts on both the emotion category and timing. The resulting annotations are dominated by cognitive states such as confusion (51.9%), happiness (22.4%), and surprise (16.4%), making the dataset particularly well-suited for investigating the cognitive-affective dynamics of problem-solving. The publicly available dataset includes detailed metadata to facilitate its use.
DOI: 10.15468/dl.jb9r7h
title: Occurrence Download

description: A dataset containing 878 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Carex baccans",
 "Geometry POLYGON((119.300000 20.500000, 122.100000 20.500000, 122.100000 25.400000, 119.300000 25.400000, 119.300000 20.500000))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 878 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023388-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8ebwqt
title: Occurrence Download

description: A dataset containing 140 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Convolvulus arvensis",
 "Country is Iran (Islamic Republic of)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 140 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023386-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.w29uyj
title: Occurrence Download

description: A dataset containing 1209 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Convolvulus arvensis",
 "Country is Israel",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1209 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023387-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17214723
title: Boosting bacterial nanocellulose production from chemically recycled post-consumer polyethylene terephthalate

description: This dataset contains the raw and processed data supporting the article:“Boosting bacterial nanocellulose production from chemically recycled post-consumer polyethylene terephthalate”

(DOI: https://doi.org/10.1016/j.susmat.2023.e00784).The dataset includes:• Supplementary Data.The dataset is linked to the publication for transparency and compliance with FAIR principles.
DOI: 10.5281/zenodo.17214738
title: un test

description: fdsfsf
DOI: 10.5281/zenodo.17214765
title: un test

description: fdsfsf
DOI: 10.15468/dl.qn3pqc
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Convolvulus arvensis",
 "Country is Korea (Democratic People’s Republic of)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023391-250920141307145/datasets/export for details.