cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.30426283.v2
title: Dataset_Jianping Sun_Ambient climate exceeds the effects of warming and precipitation treatment on leaf senescence phenology of community in an alpine meadow

description: Understanding the responses of leaf senescence phenology (LSP) to climate change is critical for predicting ecosystem carbon and nutrient cycles. While numerous studies have focused on spring phenology, the mechanisms regulation autumn phenology, particularly under the interactive effects of warming and precipitation changes, remain poorly understood. We also noticed that previous studies based on manipulative experiments have often overlooked the influence of ambient climate (e.g., air temperature, total precipitation and precipitation frequency) to plant autumn phenology, thereby hampering a comprehensive understanding of the mechanisms governing autumn phenological responses. In this study, we conducted a 7-year (2015-2021) field manipulative experiment (including warming (+2 ºC) using infrared heater, decreased precipitation (-50%), increased precipitation (+100% in 2015 and +50% in 2016-2021) and their interactions) on the Qinghai-Xizang Plateau to investigate how warming, precipitation alterations, and ambient climate jointly influence LSP in an alpine meadow.
DOI: 10.6084/m9.figshare.30426283.v1
title: Dataset_Jianping Sun_Ambient climate exceeds the effects of warming and precipitation treatment on leaf senescence phenology of community in an alpine meadow

description: Understanding the responses of leaf senescence phenology (LSP) to climate change is critical for predicting ecosystem carbon and nutrient cycles. While numerous studies have focused on spring phenology, the mechanisms regulation autumn phenology, particularly under the interactive effects of warming and precipitation changes, remain poorly understood. We also noticed that previous studies based on manipulative experiments have often overlooked the influence of ambient climate (e.g., air temperature, total precipitation and precipitation frequency) to plant autumn phenology, thereby hampering a comprehensive understanding of the mechanisms governing autumn phenological responses. In this study, we conducted a 7-year (2015-2021) field manipulative experiment (including warming (+2 ºC) using infrared heater, decreased precipitation (-50%), increased precipitation (+100% in 2015 and +50% in 2016-2021) and their interactions) on the Qinghai-Xizang Plateau to investigate how warming, precipitation alterations, and ambient climate jointly influence LSP in an alpine meadow.
DOI: 10.34740/kaggle/dsv/13475609
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.15468/dl.r4ynr7
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Catalogue of Life"
 ]
}

 The dataset includes 5 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0052157-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.u25xyr
title: Occurrence Download

description: A dataset containing 152 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cotoneaster affinis",
 "HasCoordinate is true"
 ]
}

 The dataset includes 152 records from 34 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0052158-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.48364/isimip.982724.2
title: ISIMIP3a atmospheric climate input data

description: This data set provides atmospheric climate input data to be used as input data for ISIMIP3a (www.isimip.org, Frieler et al. 2023, in prep.). We provide four factual climate input datasets for ISIMIP3a: GSWP3-W5E5, 20CRv3-W5E5, 20CRv3-ERA5, and 20CRv3. All of them have daily temporal and 0.5° spatial resolution. Their temporal coverage varies, with GSWP3-W5E5 and 20CRv3-W5E5 covering 1901-2019, while 20CRv3-ERA5 and 20CRv3 cover 1901-2021 and 1901-2015, respectively. For every factual dataset (obsclim) we provide an associated counterfactual dataset (counterclim) covering the same time period, 100 years worth of climate data to be used for model spin-up (spinclim), and 50 years worth of climate data for the transition from spinclim to counterclim or obsclim (transclim).<br>Version 1.1 fixes missing values in GSWP3-W5E5 snow fall input data (see https://data.isimip.org/caveats/26/).<br>Version 1.2 adds extractions of grid cell data for different lake sites.
description: The transclim data are identical to the last 50 years of the associated spinclim data. The spinclim data are identical to the first 100 years of the associated counterclim data. The counterclim data are a detrended version of the associated obsclim data, where the detrending is done using version 1.1 of the ATTRICI method (Mengel et al. 2021). In the following we briefly describe the obsclim datasets:<br>The GSWP3-W5E5 dataset is based on GSWP3 v1.09 (Kim 2017) and W5E5 v2.0 (Cucchi et al. 2020, Lange et al. 2021). The GSWP3 dataset is a dynamically downscaled and bias-adjusted version of the Twentieth Century Reanalysis version 2 (20CRv2; Compo et al. 2011). The W5E5 dataset is a bias-adjusted version of the latest version of the European Reanalysis (ERA5; Hersbach et al. 2020). For GSWP3-W5E5, we combine W5E5 for the time period 1979-2019 with GSWP3 bias-adjusted towards W5E5 for the time period 1901-1978. The bias adjustment is done using ISIMIP3BASD v2.5.1 (Lange 2019, 2021) in order to reduce discontinuities at the 1978/1979 transition. For more details see Mengel et al. (2021).<br>The 20CRv3-W5E5 dataset is based on W5E5 v2.0 and ensemble member 1 of the Twentieth Century Reanalysis version 3 (20CRv3; Slivinski et al. 2019, 2021) interpolated to 0.5° spatial resolution. For 20CRv3-W5E5, we combine W5E5 for the time period 1979-2019 with 20CRv3 bias-adjusted (using ISIMIP3BASD v2.5.1) towards W5E5 for the time period 1901-1978.<br>The 20CRv3-ERA5 dataset is created in the same way as 20CRv3-W5E5, but using ERA5 instead of W5E5 for the time period 1979-2021, and also as the bias adjustment target for the time period 1901-1978.<br>The 20CRv3 dataset is ensemble member 1 of 20CRv3 interpolated to 0.5° spatial resolution but not bias-adjusted to any other dataset.
DOI: 10.15468/dl.gh5jxy
title: Occurrence Download

description: A dataset containing 8360 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Spodoptera frugiperda",
 "Year 1975-2025"
 ]
}

 The dataset includes 8360 records from 54 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0052159-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57760/sciencedb.28793
title: A Function and Structure Informed Hierarchical Tractography Atlas for Enhancing Analysis of Superficial White Matter in in-vivo brain
title: A Function and Structure Informed Hierarchical Tractography Atlas for Enhancing Analysis of Superficial White Matter in in-vivo brain

description: Our study introduces a comprehensive SWM tractography atlas created using ultra-high-field diffusion MRI. By integrating established tractography algorithms and employing fiber-level clustering, we identified a substantial number of fiber clusters, which were refined through hierarchical clustering. We categorized these SWM fiber clusters based on their connections to functional brain networks, thereby enhancing our understanding of their roles. Besides, using a temporal dynamic functional connectivity framework and Independent Component Analysis, we assessed the functional coherence of SWM fibers.
description: Our study introduces a comprehensive SWM tractography atlas created using ultra-high-field diffusion MRI. By integrating established tractography algorithms and employing fiber-level clustering, we identified a substantial number of fiber clusters, which were refined through hierarchical clustering. We categorized these SWM fiber clusters based on their connections to functional brain networks, thereby enhancing our understanding of their roles. Besides, using a temporal dynamic functional connectivity framework and Independent Component Analysis, we assessed the functional coherence of SWM fibers.
DOI: 10.15468/dl.6r4vda
title: Occurrence Download

description: A dataset containing 12 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is CHN.28_1",
 "TaxonKey is Atraphaxis irtyschensis"
 ]
}

 The dataset includes 12 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0052161-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tp5zj5
title: Occurrence Download

description: A dataset containing 6002 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Harmonia axyridis",
 "HasCoordinate is true",
 "Country is Sweden"
 ]
}

 The dataset includes 6002 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0052162-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.h6vctw
title: Occurrence Download

description: A dataset containing 2555 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is one of (Appias galene, Arhopala ormistoni, Baracus vittatus, Celaenorrhinus spilothyrus, Cephrenes trichopepla, Elymnias singhala, Halpe ceylonica, Halpe homolea egena, Lampides lacteata, Kallima philarchus, Lampides coruscans, Hestia iasonia, Papilio similis, Lethe daretis, Lethe dynsate, Mycalesis rama, Nacaduba ollyetti, Pachliopta jophon, Parantica taprobana, Spindasis greeni, Aphnaeus nubilus, Tajuria arida, Thoressa decorata, Troides darsius, Polyommatus lanka, Lycaena singalensis)"
 ]
}

 The dataset includes 2555 records from 50 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0052164-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6uayss
title: Occurrence Download

description: A dataset containing 3871 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Deutzia crenata",
 "HasCoordinate is true"
 ]
}

 The dataset includes 3871 records from 128 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0052166-251009101135966/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/13475607
title: Daily Public Opinion on Israel-Palestine War
DOI: 10.5281/zenodo.17412174
title: CMS-PCSinGAN
DOI: 10.15468/dl.tbt5fc
title: Occurrence Download

description: A dataset containing 195 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "Geometry POLYGON((120.67598 30.45867,123.76881 30.45867,123.76881 32.35306,120.67598 32.35306,120.67598 30.45867))",
 "OccurrenceStatus is Present",
 "TaxonKey is Ciconia boyciana"
 ]
}

 The dataset includes 195 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0052169-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ybb6tt
title: Occurrence Download

description: A dataset containing 1832 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Harmonia axyridis",
 "HasCoordinate is true",
 "Country is Ireland"
 ]
}

 The dataset includes 1832 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0052168-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2zd4zt
title: Occurrence Download

description: A dataset containing 33 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Madagascar",
 "OccurrenceStatus is Present",
 "TaxonKey is Colletidae"
 ]
}

 The dataset includes 33 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0052170-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gx4vp2
title: Occurrence Download

description: A dataset containing 41 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is CHN.28_1",
 "TaxonKey is Trollius lilacinus"
 ]
}

 The dataset includes 41 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0052171-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tj6ht8
title: Occurrence Download

description: A dataset containing 5750 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Corylus heterophylla",
 "HasCoordinate is true"
 ]
}

 The dataset includes 5750 records from 125 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0052173-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25340/r4/epo7hz
title: Related Data for: The impacts of leisure nostalgia on well-being and turnover intention: The mediating roles of leisure satisfaction and work commitment

description: Teaching is one of the most stressful professions, and school teachers show a high turnover rate. Although it is an important issue in society, the work-life balance of teachers has not been extensively addressed in the context of leisure. Therefore, given the critical role of leisure in life, this study examined the relationships among school teachers’ leisure nostalgia, leisure satisfaction, work commitment, turnover intention, and well-being. A total of 489 responses were collected from school teachers in Singapore. Results revealed leisure nostalgia positively influenced leisure satisfaction and work commitment. Furthermore, leisure satisfaction had positive effects on work commitment and well-being, while work commitment negatively affected turnover intention and positively affected well-being. This study also found the significant indirect effects of leisure nostalgia on work commitment, turnover intention, and well-being. This study contributes to a better understanding of the work-leisure relationship and provides strategies to improve well-being.
DOI: 10.6084/m9.figshare.30426718
title: Dynamic Connectedness between industrial stocks and industrial metals

description: This file contain the dataset employed in the analysis of the study with the above title.
DOI: 10.6084/m9.figshare.30426718.v1
title: Dynamic Connectedness between industrial stocks and industrial metals

description: This file contain the dataset employed in the analysis of the study with the above title.
DOI: 10.5281/zenodo.17423503
title: Trend Prediction of Valve Internal Leakage in Thermal Power Plants Based on Improved ARIMA-GARCH
DOI: 10.5281/zenodo.17423504
title: Trend Prediction of Valve Internal Leakage in Thermal Power Plants Based on Improved ARIMA-GARCH
DOI: 10.34740/kaggle/dsv/13475662
title: Public Opinion on Climate Change (Updated Daily)
DOI: 10.15468/dl.3pq8kx
title: Occurrence Download

description: A dataset containing 2570 species occurrences available in GBIF matching the query:
{
 "and" : [
 "CoordinateUncertaintyInMeters 0.0-25.0",
 "Country is Serbia",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is one of (Lepidoptera, Apidae, Megachilidae, Halictidae, Andrenidae, Colletidae, Melittidae, Syrphidae)",
 "Year 2020-2025"
 ]
}

 The dataset includes 2570 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0052174-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17423374
title: Cysteine-mediated structural stabilization of the tetrameric GlpF

description: This data set comprises the source file of the experimental nanoDSF data presented in the publication "Cysteine-mediated structural stabilization of the tetrameric GlpF" (doi: 10.1007/s00249-025-01803-6).
description: The stability of membrane proteins depends on amino acid-specific interactions within the protein structure, its surroundings, e.g. the lipid membrane and ionic solutions, and their substrates. A molecular understanding of the factors affecting protein stability is essential for comprehending the respective structure-function relationships. This study aims to investigate the influence of native cysteine residues, ions, and glycerol on the stability of GlpF, the aqua(glycerol)porin of E. coli, under well-controlled conditions. To this end, the wild-type protein and its variant with four cysteine residues in the transmembrane helix bundle mutated to glycines were overexpressed and purified. The thermal unfolding of GlpF occurs at a transition temperature of 59.2 ± 1.4 °C, corresponding to an apparent Gibbs free energy of unfolding of approximately 10 kcal/mol. In contrast to the wild-type protein, the mutated GlpF exhibits a second unfolding transition, lowered by approximately 10 °C, and a decreased Gibbs free energy of unfolding of 5 kcal/mol. Our findings highlight that divalent ions and glycerol have a more pronounced stabilizing effect on the mutated GlpF than the wild-type protein. The structural consequences of cysteine to glycine mutations in terms of transmembrane helix rearrangement, the inter- and intra-chain H-bond network, and the reduced inter-chain interaction free energy, as well as intra-chain electrostatic energy and van der Waals energy, are revealed by molecular dynamics simulations. In conclusion, our findings illustrate the significance of cysteine residues distant from each other on protein oligomerization and stability, and the amplified impact of (de)stabilizing agents on less stable protein variants.
DOI: 10.5281/zenodo.17423375
title: Cysteine-mediated structural stabilization of the tetrameric GlpF

description: This data set comprises the source file of the experimental nanoDSF data presented in the publication "Cysteine-mediated structural stabilization of the tetrameric GlpF" (doi: 10.1007/s00249-025-01803-6).
description: The stability of membrane proteins depends on amino acid-specific interactions within the protein structure, its surroundings, e.g. the lipid membrane and ionic solutions, and their substrates. A molecular understanding of the factors affecting protein stability is essential for comprehending the respective structure-function relationships. This study aims to investigate the influence of native cysteine residues, ions, and glycerol on the stability of GlpF, the aqua(glycerol)porin of E. coli, under well-controlled conditions. To this end, the wild-type protein and its variant with four cysteine residues in the transmembrane helix bundle mutated to glycines were overexpressed and purified. The thermal unfolding of GlpF occurs at a transition temperature of 59.2 ± 1.4 °C, corresponding to an apparent Gibbs free energy of unfolding of approximately 10 kcal/mol. In contrast to the wild-type protein, the mutated GlpF exhibits a second unfolding transition, lowered by approximately 10 °C, and a decreased Gibbs free energy of unfolding of 5 kcal/mol. Our findings highlight that divalent ions and glycerol have a more pronounced stabilizing effect on the mutated GlpF than the wild-type protein. The structural consequences of cysteine to glycine mutations in terms of transmembrane helix rearrangement, the inter- and intra-chain H-bond network, and the reduced inter-chain interaction free energy, as well as intra-chain electrostatic energy and van der Waals energy, are revealed by molecular dynamics simulations. In conclusion, our findings illustrate the significance of cysteine residues distant from each other on protein oligomerization and stability, and the amplified impact of (de)stabilizing agents on less stable protein variants.
DOI: 10.5281/zenodo.15470656
title: Skull-Stripped ICBM MNI152 Brain Templates (2006 & 2009a, T1w & T2w)

description: This collection contains commonly used ICBM MNI152 brain templates (T1-weighted and T2-weighted), in both their original form and skull-stripped versions. Skull-stripped files include the suffix "bet" in their filenames.

Included templates:





ICBM MNI152 2006 T1w symmetric (original + skull-stripped)




ICBM MNI152 2009a T1w symmetric (original + skull-stripped)




ICBM MNI152 2009a T2w symmetric (original + skull-stripped)




ICBM MNI152 2009a T1w asymmetric (original + skull-stripped)




ICBM MNI152 2009a T2w asymmetric (original + skull-stripped)



These templates originate from the McConnell Brain Imaging Centre (MNI) and are publicly available for academic use. Skull-stripping was performed using the HD-BET software package (see citation below).

Citation for original templates: 



VS Fonov, AC Evans, K Botteron, CR Almli, RC McKinstry, DL Collins and BDCG, Unbiased average age-appropriate atlases for pediatric studies, NeuroImage,Volume 54, Issue 1, January 2011, ISSN 1053–8119, DOI: 10.1016/j.neuroimage.2010.07.033

VS Fonov, AC Evans, RC McKinstry, CR Almli and DL Collins, Unbiased nonlinear average age-appropriate brain templates from birth to adulthood, NeuroImage, Volume 47, Supplement 1, July 2009, Page S102 Organization for Human Brain Mapping 2009 Annual Meeting, DOI: https://dx.doi.org/10.1016/S1053-8119(09)70884-5


Skull-stripping was performed using the HD-BET software package: 



F Isensee, M Schell, I Tursunova, G Brugnara, D Bonekamp, U Neuberger, A Wick,  HP Schlemmer, S Heiland, W Wick, M Bendszus, KH Maier-Hein, P Kickingereder. Automated brain extraction of multi-sequence MRI using artificial neural networks. Hum Brain Mapp. 2019; 1–13, DOI: 10.1002/hbm.24750