cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.pw79wy
title: Occurrence Download

description: A dataset containing 1179 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Costa Rica",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Issue is one of (Coordinate rounded, Geodetic datum assumed WGS84, Coordinate reprojected, Country derived from coordinates, Continent derived from coordinates)",
 "OccurrenceStatus is Present",
 "TaxonKey is Procyon lotor"
 ]
}

 The dataset includes 1179 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008152-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5qydkg
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Argentina",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Sicydium nereoi"
 ]
}

 The dataset includes 3 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008155-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fkexsr
title: Occurrence Download

description: A dataset containing 4099 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Bothriochloa ischaemum",
 "GadmGid is one of (USA.6_1, USA.17_1, USA.27_1, USA.28_1, USA.32_1, USA.35_1, USA.37_1, USA.42_1, USA.44_1, USA.51_1)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Human Observation, Machine Observation)"
 ]
}

 The dataset includes 4099 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008156-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17714645
title: LINF_290026900

description: Protein phosphatase 2A-like protein; Leishmania infantum (strain JPCM5)
DOI: 10.5281/zenodo.17714646
title: LINF_290026900

description: Protein phosphatase 2A-like protein; Leishmania infantum (strain JPCM5)
DOI: 10.15468/dl.txnpja
title: Occurrence Download

description: A dataset containing 186708 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Eriocaulaceae"
 ]
}

 The dataset includes 186708 records from 935 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008076-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.60507/fk2/jgonft/8sbja8
title: 1_rev_MWM_seq_activ_2_hist_0.pickle
DOI: 10.60507/fk2/jgonft/fwjfdt
title: 3_job_learning.pickle
DOI: 10.60507/fk2/jgonft/zehfga
title: seq_neuromod_MWM_rate_constant.py
DOI: 10.60507/fk2/jgonft/icn57c
title: requirements.txt
DOI: 10.60507/fk2/jgonft/lasdiq
title: comp_neuromod_MWM_rate_online-1.py
DOI: 10.60507/fk2/jgonft/ygupde
title: Data_analysis.ipynb
DOI: 10.60507/fk2/jgonft/wtb2u2
title: 2_MWM_comp_learn_0.pickle
DOI: 10.60507/fk2/jgonft/chwt8m
title: 4_job_learning.pickle
DOI: 10.60507/fk2/jgonft/d7nfus
title: 3_rev_MWM_bio_inhib_0.pickle
DOI: 10.60507/fk2/jgonft/laqwgs
title: 4_MWM_bio_dopa_0.pickle
DOI: 10.60507/fk2/jgonft/egiygv
title: 0_job_learning.pickle
DOI: 10.60507/fk2/jgonft/vmdtx3
title: -7.DS_Store
DOI: 10.60507/fk2/jgonft/pydofc
title: -5.DS_Store
DOI: 10.60507/fk2/jgonft/jzwsnu
title: 2_rev_MWM_bio_activ_15_0.pickle
DOI: 10.60507/fk2/jgonft/d1o7i0
title: .DS_Store
DOI: 10.60507/fk2/jgonft/jehcgg
title: 0_MWM_seq_normal_0.pickle
DOI: 10.60507/fk2/jgonft/gi4xpb
title: comp_neuromod_MWM_rate_online.py
DOI: 10.60507/fk2/jgonft/eyenz5
title: pool_multiq.sh
DOI: 10.60507/fk2/jgonft/r0teit
title: -6.DS_Store
DOI: 10.60507/fk2/jgonft/6tfrgf
title: 3_MWM_seq_dopa_0.pickle
DOI: 10.60507/fk2/jgonft/h0eivx
title: seq_neuromod_MWM_constant.py
DOI: 10.60507/fk2/jgonft/d6i1fk
title: multijob.py
DOI: 10.60507/fk2/jgonft/qhjpaw
title: comp_neuromod_MWM_online.py
DOI: 10.60507/fk2/jgonft/hi6jpc
title: -4.DS_Store
DOI: 10.60507/fk2/jgonft/e9hmu9
title: rev_MWM_bio_activ_15_hist_0_3.pickle
DOI: 10.60507/fk2/jgonft/v7rcrq
title: seq_neuromod_MWM_rate.py
DOI: 10.60507/fk2/jgonft/rtu1cy
title: RL_plasticity_reversal.py
DOI: 10.60507/fk2/jgonft/vajm2r
title: 3_rev_MWM_seq_inhib_2_hist_0_3.pickle
DOI: 10.60507/fk2/jgonft/bj2oha
title: 1_job_learning.pickle
DOI: 10.60507/fk2/jgonft/ychq4p
title: seq_neuromod_MWM.py
DOI: 10.60507/fk2/jgonft/kfsz5h
title: NeuFun_Cuda.py
DOI: 10.60507/fk2/jgonft/hzvswd
title: -3.DS_Store
DOI: 10.60507/fk2/jgonft/qbf8cz
title: 2_job_learning.pickle
DOI: 10.60507/fk2/jgonft/czj7cq
title: 0_MWM_seq_normal_0-1.pickle
DOI: 10.60507/fk2/jgonft/mov69j
title: -8.DS_Store
DOI: 10.15468/dl.vxbj93
title: Occurrence Download

description: A dataset containing 1470 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Crossoptilon crossoptilon"
 ]
}

 The dataset includes 1470 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030550-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.60507/fk2/jgonft/chrx0a
title: 1_MWM_comp_learn_0.pickle
DOI: 10.60507/fk2/jgonft/oiy8sc
title: -1.DS_Store
DOI: 10.60507/fk2/jgonft/qmedz6
title: rev_MWM_bio_inhib_15_hist_0.pickle
DOI: 10.60507/fk2/jgonft/uga8ht
title: -2.DS_Store
DOI: 10.60507/fk2/jgonft
title: Dopamine and serotonin interplay for valence-based spatial learning

description: Dopamine (DA) and serotonin (5-HT) are important neuromodulators of synaptic plasticity that have been linked to learning from positive or negative outcomes or valence-based learning. In the hippocampus, both affect long-term plasticity but play different roles in encoding uncertainty or predicted reward. DA has been related to positive valence, from reward consumption or avoidance behavior, and 5-HT to aversive encoding. We propose DA produces overall LTP while 5-HT elicits LTD. Here, we compare two reward-modulated spike timing-dependent plasticity (R-STDP) rules to describe the action of these neuromodulators. We examined their role in cognitive performance and flexibility for computational models of the Morris water maze task and reversal learning. Our results show that the interplay of DA and 5-HT improves learning performance and can explain experimental evidence. This study reinforces the importance of neuromodulation in determining the direction of plasticity.
DOI: 10.60507/fk2/jgonft/ek3cx5
title: README.md
DOI: 10.5517/ccdc.csd.cc2j28c8
title: CCDC 2325879: Experimental Crystal Structure Determination

description: Related Article: Soumyabrata Goswami, Somrita Nag, Debsankar Sahoo, Prodipta Pal, Pradip Kumar Mondal, Sumi Ganguly, Priyabrata Banerjee|2025|Cryst.Growth Des.|||doi:10.1021/acs.cgd.5c00824
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2j64jf
title: CCDC 2329604: Experimental Crystal Structure Determination

description: Related Article: Kirti Vashishtha, Kapil Chahal, Namita Bhoi, Donamol Tomy, Balasubramanian Sridhar, Manjula Alla, Kallu Rajender Reddy|2025|Org.Biomol.Chem.|23|9677|doi:10.1039/d5ob01410g
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2jkd0j
title: CCDC 2340407: Experimental Crystal Structure Determination

description: Related Article: Yun‐Peng Wang, Zi‐Lin Gao, Kun Fang, Yong‐Qiang Tu, Si‐Hua Hou, Hong Wang, Ka Lu, Bao‐Heng Dou, Jun Xue, Tian Ke, Shu‐Yu Zhang, Zhi‐Min Chen, Tong‐Mei Ding|2025|Angew.Chem.,Int.Ed.|137|e202514340|doi:10.1002/ange.202514340
description: Related Article: Yun‐Peng Wang, Zi‐Lin Gao, Kun Fang, Yong‐Qiang Tu, Si‐Hua Hou, Hong Wang, Ka Lu, Bao‐Heng Dou, Jun Xue, Tian Ke, Shu‐Yu Zhang, Zhi‐Min Chen, Tong‐Mei Ding|2025|Angew.Chem.,Int.Ed.|64|e202514340|doi:10.1002/anie.202514340
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2jkd2l
title: CCDC 2340409: Experimental Crystal Structure Determination

description: Related Article: Yun‐Peng Wang, Zi‐Lin Gao, Kun Fang, Yong‐Qiang Tu, Si‐Hua Hou, Hong Wang, Ka Lu, Bao‐Heng Dou, Jun Xue, Tian Ke, Shu‐Yu Zhang, Zhi‐Min Chen, Tong‐Mei Ding|2025|Angew.Chem.,Int.Ed.|137|e202514340|doi:10.1002/ange.202514340
description: Related Article: Yun‐Peng Wang, Zi‐Lin Gao, Kun Fang, Yong‐Qiang Tu, Si‐Hua Hou, Hong Wang, Ka Lu, Bao‐Heng Dou, Jun Xue, Tian Ke, Shu‐Yu Zhang, Zhi‐Min Chen, Tong‐Mei Ding|2025|Angew.Chem.,Int.Ed.|64|e202514340|doi:10.1002/anie.202514340
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2jkd6q
title: CCDC 2340413: Experimental Crystal Structure Determination

description: Related Article: Yun‐Peng Wang, Zi‐Lin Gao, Kun Fang, Yong‐Qiang Tu, Si‐Hua Hou, Hong Wang, Ka Lu, Bao‐Heng Dou, Jun Xue, Tian Ke, Shu‐Yu Zhang, Zhi‐Min Chen, Tong‐Mei Ding|2025|Angew.Chem.,Int.Ed.|137|e202514340|doi:10.1002/ange.202514340
description: Related Article: Yun‐Peng Wang, Zi‐Lin Gao, Kun Fang, Yong‐Qiang Tu, Si‐Hua Hou, Hong Wang, Ka Lu, Bao‐Heng Dou, Jun Xue, Tian Ke, Shu‐Yu Zhang, Zhi‐Min Chen, Tong‐Mei Ding|2025|Angew.Chem.,Int.Ed.|64|e202514340|doi:10.1002/anie.202514340
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2jmg9y
title: CCDC 2342400: Experimental Crystal Structure Determination

description: Related Article: Chenyu Wu, Zijian Wang, Xu Han, Xinyi Yu, Changquan Calvin Sun, Zhengzheng Zhou|2025|Int.J.Pharm.|670|125172|doi:10.1016/j.ijpharm.2025.125172
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2jpg6x
title: CCDC 2344319: Experimental Crystal Structure Determination

description: Related Article: Yuyue Li, Xintao Gu, Yin Wei, Min Shi|2025|Sci.China.Chem.|68|4959|doi:10.1007/s11426-025-2704-x
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.15468/dl.tn5cd3
title: Occurrence Download

description: A dataset containing 2304 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lindera reflexa"
 ]
}

 The dataset includes 2304 records from 46 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030548-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17598455
title: Toy dataset - raw fastq trimmed from HG00171 and HG00152

description: This toy dataset contains raw FASTQ files trimmed from two samples, HG00171 and HG00152, derived from the 1000 Genomes Project. It is intended for testing and demonstration purposes in bioinformatics pipelines. Original sample information can be found at the International Genome Sample Resource (IGSR).

This dataset is used for educational purposes as part of an NGS variant detection and analysis workshop.

https://github.com/madagiurgiu25/workshop-ngs-bioinfo2025
DOI: 10.5281/zenodo.17598454
title: Toy dataset - raw fastq trimmed from HG00171 and HG00152

description: This toy dataset contains raw FASTQ files trimmed from two samples, HG00171 and HG00152, derived from the 1000 Genomes Project. It is intended for testing and demonstration purposes in bioinformatics pipelines. Original sample information can be found at the International Genome Sample Resource (IGSR).

This dataset is used for educational purposes as part of an NGS variant detection and analysis workshop.

https://github.com/madagiurgiu25/workshop-ngs-bioinfo2025
DOI: 10.5281/zenodo.17593191
title: Social Media Marketing and Brand Equity in Blind Box Industry: Mediating Roles of Brand Awareness and eWOM

description: This study aims to analyze the effect of social media marketing on brand equity with brand awareness and electronic word of mouth (eWOM) as mediating variables among users of blind box products. Using Pop Mart as a study case, Pop Mart is a designer toy brand that has successfully built emotional engagement through digital marketing strategies on TikTok and Instagram. This research adopts a quantitative approach with a survey method involving 150 respondents who are active social media users. Data were analyzed using Partial Least Squares–Structural Equation Modeling (PLS-SEM) with the help of SmartPLS 4 software. The results show that social media marketing has a significant positive effect on brand awareness, eWOM, and brand equity. Both mediating variables also have a significant impact on brand equity and mediate the relationship between social media marketing and brand equity. These findings indicate that social media marketing strategies are effective in enhancing brand awareness and encouraging positive consumer communication, ultimately strengthening Pop Mart’s brand equity in Indonesia. The novelty of this study lies in the simultaneous examination of two mediating variables within the context of an emotionally driven collectible brand such as Pop Mart’s blind box in Indonesia. This study contributes empirically to the development of digital brand equity literature and offers practical implications for companies to enhance brand value through interactive, community-based social media strategies.
DOI: 10.5281/zenodo.17593192
title: Social Media Marketing and Brand Equity in Blind Box Industry: Mediating Roles of Brand Awareness and eWOM

description: This study aims to analyze the effect of social media marketing on brand equity with brand awareness and electronic word of mouth (eWOM) as mediating variables among users of blind box products. Using Pop Mart as a study case, Pop Mart is a designer toy brand that has successfully built emotional engagement through digital marketing strategies on TikTok and Instagram. This research adopts a quantitative approach with a survey method involving 150 respondents who are active social media users. Data were analyzed using Partial Least Squares–Structural Equation Modeling (PLS-SEM) with the help of SmartPLS 4 software. The results show that social media marketing has a significant positive effect on brand awareness, eWOM, and brand equity. Both mediating variables also have a significant impact on brand equity and mediate the relationship between social media marketing and brand equity. These findings indicate that social media marketing strategies are effective in enhancing brand awareness and encouraging positive consumer communication, ultimately strengthening Pop Mart’s brand equity in Indonesia. The novelty of this study lies in the simultaneous examination of two mediating variables within the context of an emotionally driven collectible brand such as Pop Mart’s blind box in Indonesia. This study contributes empirically to the development of digital brand equity literature and offers practical implications for companies to enhance brand value through interactive, community-based social media strategies.
DOI: 10.34740/kaggle/dsv/13717279
title: Trending Youtube Video Statistics (113 Countries)
DOI: 10.15468/dl.pvr67z
title: Occurrence Download

description: A dataset containing 10 records in GBIF matching the query:
SELECT scientificName, eventDate, decimalLatitude, decimalLongitude
 FROM occurrence
 WHERE GBIF_Within('POLYGON((2 42, 2.01 42, 2.01 42.01, 2 42.01, 2 42))', decimalLatitude, decimalLongitude) = TRUE
 LIMIT 10

 The dataset's 10 records were derived from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030522-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17598614
title: PhD_thesis_section 9.2.1_appendix_Chapter_3

description: Structure and results of the panel test discussed during Chapter 3.
DOI: 10.6084/m9.figshare.30555746
title: Investigating graphite oxidation via real-time offgas analysis

description: Quantitative gas analysis has been used to study the oxidation behaviour of a nuclear graphite block using real-time monitoring of the CO<sub>2</sub> and CO evolution. The investigation was carried out across the temperature range: 800 – 1473 K, using partial pressures of oxygen between 20 – 100 %. A rapid increase in oxidation rate is seen at T ~ 850 K with CO<sub>2</sub> as the only product. The reaction kinetics in this range conform to Arrhenius behaviour with reaction kinetics limited by a combination of surface reaction rate and the diffusion of oxygen into the graphite pores. In this regime we observe a measured activation energy, E<sub>a</sub> = 236 ± 30 kJ mol<sup>-1 </sup>and an<sup> </sup>associated reaction order of ~ 1. At T ≥ 1050 K, the oxygen supply becomes limiting, and the system reaches steady state. At T ≥ ~ 1250 K, the onset of CO evolution is observed, and CO<sub>2</sub> production reduces. Kinetic analysis suggests that in this temperature range, evolved CO<sub>2</sub> reacts further with the bulk carbon in the thermodynamically favourable Boudouard reaction with a measured E<sub>a </sub>~182 ± 26 kJ mol<sup>-1</sup>.
DOI: 10.6084/m9.figshare.30555746.v1
title: Investigating graphite oxidation via real-time offgas analysis

description: Quantitative gas analysis has been used to study the oxidation behaviour of a nuclear graphite block using real-time monitoring of the CO<sub>2</sub> and CO evolution. The investigation was carried out across the temperature range: 800 – 1473 K, using partial pressures of oxygen between 20 – 100 %. A rapid increase in oxidation rate is seen at T ~ 850 K with CO<sub>2</sub> as the only product. The reaction kinetics in this range conform to Arrhenius behaviour with reaction kinetics limited by a combination of surface reaction rate and the diffusion of oxygen into the graphite pores. In this regime we observe a measured activation energy, E<sub>a</sub> = 236 ± 30 kJ mol<sup>-1 </sup>and an<sup> </sup>associated reaction order of ~ 1. At T ≥ 1050 K, the oxygen supply becomes limiting, and the system reaches steady state. At T ≥ ~ 1250 K, the onset of CO evolution is observed, and CO<sub>2</sub> production reduces. Kinetic analysis suggests that in this temperature range, evolved CO<sub>2</sub> reacts further with the bulk carbon in the thermodynamically favourable Boudouard reaction with a measured E<sub>a </sub>~182 ± 26 kJ mol<sup>-1</sup>.
DOI: 10.5281/zenodo.17598613
title: PhD_thesis_section 9.2.1_appendix_Chapter_3

description: Structure and results of the panel test discussed during Chapter 3.
DOI: 10.6084/m9.figshare.30608720
title: experiment data

description: <b>an elevation gradient experiment in the Dongting Lake wetlands</b>
DOI: 10.6084/m9.figshare.30608720.v1
title: experiment data

description: <b>an elevation gradient experiment in the Dongting Lake wetlands</b>
DOI: 10.15468/dl.5nf2zc
title: Occurrence Download

description: A dataset containing 14 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Specimen, Living Specimen)",
 "Country is China",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Dipteronia dyeriana"
 ]
}

 The dataset includes 14 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030551-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25835/rsyatqy3
title: Simulation example of the paper "Robust traffic scenario generation using an affine input parameterization"

description: This dataset contains the Octave-Code for the numerical examples of the paper "Robust traffic scenario generation using an affine input parameterization" by Philipp Buschermöhle, Taouba Jouini, Torsten Lilge and Matthias A. Müller.
DOI: 10.15468/dl.mxjthh
title: Occurrence Download

description: A dataset containing 13252099 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Africa",
 "OccurrenceStatus is Present",
 "TaxonKey is Tracheophyta"
 ]
}

 The dataset includes 13252099 records from 1601 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030484-251025141854904/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/11883285
title: Peer-to-Peer Boliviano (BOB) Exchange Data