cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17603/ds2-gwne-2w26
title: Business Survey Data Collection Instrument, in Stakeholder Interdependencies in Post-Disaster Relocation Under High Uncertainty 

description: This project’s overall goal is to advance our scientific knowledge of the factors that affect community relocation decisions of households and businesses in highly uncertain and emergent institutional environments. Its specific aims are to investigate: (i) resources households and businesses use to make relocation decisions; (ii) the interdependencies between household and business relocation decisions; and, (iii) the dependence of household and business relocation decisions upon the actions of nonprofits or volunteer groups. The research is based on an embedded multi-case study conducted in Puerto Rico in the aftermath of Hurricanes Irma and Maria in 2017.  Puerto Rico represents an ideal case for this research as a U.S. territory that has many underserved communities with informal practices (e.g., self-built or informal housing) dealing with uncertain and constantly changing formal institutions (i.e., rules and policies such as the Repair, Reconstruction, or Relocation, R3 program). 

The uploaded document includes the survey instrument used to collect data from disaster-affected businesses (n=150) in Puerto Rico in 2022. 
description: Post-disaster relocation is a complex process affected by interdependencies between relocation decisions of different stakeholders and the ways in which these interdependencies evolve over time and through different pathways. This project’s overall goal is to advance our scientific knowledge of the factors that affect community relocation decisions of households and businesses in highly uncertain and emergent institutional environments. Its specific aims are to investigate: (i) resources households and businesses use to make relocation decisions; (ii) the interdependencies between household and business relocation decisions; and, (iii) the dependence of household and business relocation decisions upon the actions of nonprofits or volunteer groups. The research is based on an embedded multi-case study conducted in Puerto Rico in the aftermath of Hurricanes Irma and Maria in 2017.  Puerto Rico represents an ideal case for this research as a U.S. territory that has many underserved communities with informal practices (e.g., self-built or informal housing) dealing with uncertain and constantly changing formal institutions (i.e., rules and policies such as the Repair, Reconstruction, or Relocation, R3 program). 

This project includes the data collection instruments—specifically survey instruments used to collect data from households and businesses in two disaster-impacted communities in Puerto Rico (i.e., Comerío and Loíza) and the instruments used for data collection from role-playing games).
DOI: 10.17603/ds2-k10y-ry21
title: Instruments Used for Household Survey, in Stakeholder Interdependencies in Post-Disaster Relocation Under High Uncertainty 

description: This project’s overall goal is to advance our scientific knowledge of the factors that affect community relocation decisions of households and businesses in highly uncertain and emergent institutional environments. Its specific aims are to investigate: (i) resources households and businesses use to make relocation decisions; (ii) the interdependencies between household and business relocation decisions; and, (iii) the dependence of household and business relocation decisions upon the actions of nonprofits or volunteer groups. The research is based on an embedded multi-case study conducted in Puerto Rico in the aftermath of Hurricanes Irma and Maria in 2017.  Puerto Rico represents an ideal case for this research as a U.S. territory that has many underserved communities with informal practices (e.g., self-built or informal housing) dealing with uncertain and constantly changing formal institutions (i.e., rules and policies such as the Repair, Reconstruction, or Relocation, R3 program). 

The uploaded document includes the survey instrument used to collect data from disaster-affected households (n=301) in Puerto Rico in 2022. 
description: Post-disaster relocation is a complex process affected by interdependencies between relocation decisions of different stakeholders and the ways in which these interdependencies evolve over time and through different pathways. This project’s overall goal is to advance our scientific knowledge of the factors that affect community relocation decisions of households and businesses in highly uncertain and emergent institutional environments. Its specific aims are to investigate: (i) resources households and businesses use to make relocation decisions; (ii) the interdependencies between household and business relocation decisions; and, (iii) the dependence of household and business relocation decisions upon the actions of nonprofits or volunteer groups. The research is based on an embedded multi-case study conducted in Puerto Rico in the aftermath of Hurricanes Irma and Maria in 2017.  Puerto Rico represents an ideal case for this research as a U.S. territory that has many underserved communities with informal practices (e.g., self-built or informal housing) dealing with uncertain and constantly changing formal institutions (i.e., rules and policies such as the Repair, Reconstruction, or Relocation, R3 program). 

This project includes the data collection instruments—specifically survey instruments used to collect data from households and businesses in two disaster-impacted communities in Puerto Rico (i.e., Comerío and Loíza) and the instruments used for data collection from role-playing games).
DOI: 10.15468/dl.2rm5kn
title: Occurrence Download

description: A dataset containing 670 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Geothlypis flavovelata"
 ]
}

 The dataset includes 670 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0048231-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17904850
title: Data for the article "Role of ceria surface chemistry on Pd/CeO₂ catalytic performance for tetrahydrofuran dehydrogenation"
DOI: 10.5281/zenodo.17904851
title: Data for the article "Role of ceria surface chemistry on Pd/CeO₂ catalytic performance for tetrahydrofuran dehydrogenation"
DOI: 10.7910/dvn/nu6gd0
title: Replication Data for "Post-Conflict Economic Empowerment of Women: Applying Panel-Data QCA to analyze Microfinance Institutions"

description: Replication data for "Post-Conflict Economic Empowerment of Women: Applying Panel-Data QCA to analyze Microfinance Institutions"
DOI: 10.15468/dl.gehvr2
title: Occurrence Download

description: A dataset containing 52622 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Chile",
 "Geometry POLYGON((-136.20736 -64.87006,-1.79264 -64.87006,-1.79264 -11.12994,-136.20736 -11.12994,-136.20736 -64.87006))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Aphrastura spinicauda"
 ]
}

 The dataset includes 52622 records from 29 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0048203-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17882468
title: Orbital migration, heating, metallicity evolution history of the Galactic disc

description: Results of the chemo-chrono-dynamical model of the Milky Way's disc in H. Zhang et al. (2025). The results include the time evolution of radial and vertical velocity dispersion, and the angular momentum diffusion coefficient at different radii. Also, it has the evolution of stellar birth metallicity gradient (or ISM metallicity gradient) and scale length of the star-forming disc at different lookback times. There's another file that contains the ratios of the variation of the three orbital actions in cylindrical coordinates.

Below are some example codes to access these results.
description: import pickle

import numpy as np


# For scale length of the star-forming disc, ISM metallicity gradient, and metallicity evolution model in Fig. 4, 5 and 9:



file_Rd_MH = "/path/to/folder/Rdisc_birth_MHgrad.pkl"

with open(file_Rd_MH, 'rb') as f:

       Rd_birth_MHgrad = pickle.load(f)

t_lb, Rdisc_ini_50, Rdisc_ini_16, Rdisc_ini_84 = Rd_birth_MHgrad['R_disc_birth']

t_lb, MH_grad_50, MH_grad_16, MH_grad_84 = Rd_birth_MHgrad['MH_grad']

t_lb, MH_tol_50, MH_tol_16, MH_tol_84 = Rd_birth_MHgrad['MH_tol']

t_lb, MHmax = Rd_birth_MHgrad['MH_max']

 

# For Lz diffusion coefficient, vR and vz dispersion results in Fig. 3:

 





file_dynamics = "/path/to/folder/sigmaLz_sigmaVR_sigmaVz.pkl"

with open(file_dynamics, 'rb') as f:

       sigmaLZ_sigmaVR_sigmaVz = pickle.load(f)

sigmaLz = sigmaLZ_sigmaVR_sigmaVz['sigmaLz']

sigmavR = sigmaLZ_sigmaVR_sigmaVz['sigmavR']

sigmavz = sigmaLZ_sigmaVR_sigmaVz['sigmavz']

print(sigmaLz.keys())

# For the guiding radius bin of 6.5-7 kpc

age, sigmaLz50, sigmaLz16, sigmaLz84 = sigmaLz['6.5-7']

age, sigmavR50, sigmavR16, sigmavR84 = sigmavR['6.5-7']

age, sigmavz50, sigmavz16, sigmavz84 = sigmavz['6.5-7']



 

# For action variation ratios in Fig. 7:

 



file_ratios = "/path/to/folder/JR_Jz_Lz_ratios.pkl"

with open(file_ratios, 'rb') as f:

       JR_Jz_Lz_ratios = pickle.load(f)

dJR_dLz = JR_Jz_Lz_ratios['dJR_dLz']

dJz_dLz = JR_Jz_Lz_ratios['dJz_dLz']

dJz_dJR = JR_Jz_Lz_ratios['dJz_dJR']

print(dJz_dJR.keys())

# For the guiding radius bin of 6.5-7 kpc

age, dJR_dLz, dJR_dLz_err = dJR_dLz['6.5-7']

age, dJz_dLz, dJz_dLz_err = dJz_dLz['6.5-7']

age, dJz_dJR, dJz_dJR_err = dJz_dJR['6.5-7']
DOI: 10.5281/zenodo.17882469
title: Orbital migration, heating, metallicity evolution history of the Galactic disc

description: Results of the chemo-chrono-dynamical model of the Milky Way's disc in H. Zhang et al. (2025). The results include the time evolution of radial and vertical velocity dispersion, and the angular momentum diffusion coefficient at different radii. Also, it has the evolution of stellar birth metallicity gradient (or ISM metallicity gradient) and scale length of the star-forming disc at different lookback times. There's another file that contains the ratios of the variation of the three orbital actions in cylindrical coordinates.

Below are some example codes to access these results.
description: import pickle

import numpy as np


# For scale length of the star-forming disc, ISM metallicity gradient, and metallicity evolution model in Fig. 4, 5 and 9:



file_Rd_MH = "/path/to/folder/Rdisc_birth_MHgrad.pkl"

with open(file_Rd_MH, 'rb') as f:

       Rd_birth_MHgrad = pickle.load(f)

t_lb, Rdisc_ini_50, Rdisc_ini_16, Rdisc_ini_84 = Rd_birth_MHgrad['R_disc_birth']

t_lb, MH_grad_50, MH_grad_16, MH_grad_84 = Rd_birth_MHgrad['MH_grad']

t_lb, MH_tol_50, MH_tol_16, MH_tol_84 = Rd_birth_MHgrad['MH_tol']

t_lb, MHmax = Rd_birth_MHgrad['MH_max']

 

# For Lz diffusion coefficient, vR and vz dispersion results in Fig. 3:

 





file_dynamics = "/path/to/folder/sigmaLz_sigmaVR_sigmaVz.pkl"

with open(file_dynamics, 'rb') as f:

       sigmaLZ_sigmaVR_sigmaVz = pickle.load(f)

sigmaLz = sigmaLZ_sigmaVR_sigmaVz['sigmaLz']

sigmavR = sigmaLZ_sigmaVR_sigmaVz['sigmavR']

sigmavz = sigmaLZ_sigmaVR_sigmaVz['sigmavz']

print(sigmaLz.keys())

# For the guiding radius bin of 6.5-7 kpc

age, sigmaLz50, sigmaLz16, sigmaLz84 = sigmaLz['6.5-7']

age, sigmavR50, sigmavR16, sigmavR84 = sigmavR['6.5-7']

age, sigmavz50, sigmavz16, sigmavz84 = sigmavz['6.5-7']



 

# For action variation ratios in Fig. 7:

 



file_ratios = "/path/to/folder/JR_Jz_Lz_ratios.pkl"

with open(file_ratios, 'rb') as f:

       JR_Jz_Lz_ratios = pickle.load(f)

dJR_dLz = JR_Jz_Lz_ratios['dJR_dLz']

dJz_dLz = JR_Jz_Lz_ratios['dJz_dLz']

dJz_dJR = JR_Jz_Lz_ratios['dJz_dJR']

print(dJz_dJR.keys())

# For the guiding radius bin of 6.5-7 kpc

age, dJR_dLz, dJR_dLz_err = dJR_dLz['6.5-7']

age, dJz_dLz, dJz_dLz_err = dJz_dLz['6.5-7']

age, dJz_dJR, dJz_dJR_err = dJz_dJR['6.5-7']
DOI: 10.17026/ar/ojwq5g
title: PAN-00176011 - wire brooch with stretched semi-circular bow

description: &lt;p&gt;This find is registered at Portable Antiquities of the Netherlands with number PAN-00176011&lt;/p&gt;
description: Modified: 2025-08-12T12:20:37+02:00
DOI: 10.7910/dvn/rb2tmz
title: Replication Data for craft sector in Morocco

description: This dataset offers a longitudinal overview of the economic output of key craft industries in Morocco between 2006 and 2015. It compiles annual production values (in Moroccan dirhams) for major subsectors of Moroccan handicrafts, including pottery, woodwork, ironwork, jewellery, leather goods, textiles, and other traditional craft activities. The dataset was constructed to support quantitative research on the evolution, contribution, and structural transformation of the Moroccan craft sector over a decade marked by national development strategies, such as Vision 2015 for handicrafts. The dataset is suitable for use in economic modelling, sectoral performance analysis, cultural-economy studies, and policy evaluation.
DOI: 10.5281/zenodo.17904871
title: Maltrato al asesorado de tesis
DOI: 10.5281/zenodo.17904872
title: Maltrato al asesorado de tesis
DOI: 10.15468/dl.gmfwr4
title: Occurrence Download

description: A dataset containing 5118 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Fiji",
 "OccurrenceStatus is Present",
 "TaxonKey is Scleractinia"
 ]
}

 The dataset includes 5118 records from 46 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0048233-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15694467
title: Current sheets used in "Beta-dependent properties of current sheets in the solar wind"

description: This dataset contains the catalogue of current sheet (CS) boundary datetime used in our analysis. Each entry lists the start and end time of an individual current sheet identified in the interplanetary coronal mass ejections (ICMEs). No additional plasma or field parameters are included in this deposit; the purpose of the dataset is to provide the precise temporal boundaries of the analysed events. Researchers can use these boundary times to extract the corresponding magnetic field and plasma measurements from the Wind MFI and SWE instruments and reproduce the analysis. Using above catalogue we can independently investigations of CS occurrence rates, thickness, current density or comparisons with turbulence models.  Providing this catalogue ensures that the identification step of the analysis is fully transparent and reproducible, allowing others to test the sensitivity of results to different thresholds or apply alternative diagnostics to the same set of events.
DOI: 10.5281/zenodo.15694468
title: Current sheets used in "Beta-dependent properties of current sheets in the solar wind"

description: This dataset contains the catalogue of current sheet (CS) boundary datetime used in our analysis. Each entry lists the start and end time of an individual current sheet identified in the interplanetary coronal mass ejections (ICMEs). No additional plasma or field parameters are included in this deposit; the purpose of the dataset is to provide the precise temporal boundaries of the analysed events. Researchers can use these boundary times to extract the corresponding magnetic field and plasma measurements from the Wind MFI and SWE instruments and reproduce the analysis. Using above catalogue we can independently investigations of CS occurrence rates, thickness, current density or comparisons with turbulence models.  Providing this catalogue ensures that the identification step of the analysis is fully transparent and reproducible, allowing others to test the sensitivity of results to different thresholds or apply alternative diagnostics to the same set of events.
DOI: 10.17026/ar/oliera
title: PAN-00169221 - seal with long connecting strip

description: &lt;p&gt;This find is registered at Portable Antiquities of the Netherlands with number PAN-00169221&lt;/p&gt;
description: Modified: 2025-11-11T13:38:20+01:00
DOI: 10.17026/ar/wvxvrz
title: PAN-00161258 - terra sigillata kom type Drag. 37 (EG)

description: &lt;p&gt;This find is registered at Portable Antiquities of the Netherlands with number PAN-00161258&lt;/p&gt;
description: Modified: 2025-11-03T10:05:17+01:00
DOI: 10.15468/dl.6fzwfx
title: Occurrence Download

description: A dataset containing 555 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is one of (South Africa, Botswana)",
 "OccurrenceStatus is Present",
 "TaxonKey is Zosterops virens"
 ]
}

 The dataset includes 555 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0048234-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17026/ar/pzu9cg
title: PAN-00178835 - knob unspecified (Late Medieval/modern period)

description: &lt;p&gt;This find is registered at Portable Antiquities of the Netherlands with number PAN-00178835&lt;/p&gt;
description: Modified: 2025-10-23T09:15:38+02:00
DOI: 10.5281/zenodo.17904800
title: Prevalence and associated factors of anxiety and depression in hypertensive patients followed up in cardiology outpatients department at the Yalgado Ouedraogo University Teaching Hospital
DOI: 10.5281/zenodo.17904801
title: Prevalence and associated factors of anxiety and depression in hypertensive patients followed up in cardiology outpatients department at the Yalgado Ouedraogo University Teaching Hospital
DOI: 10.17026/ar/xozjfq
title: PAN-00137184 - conical Roman block weight

description: &lt;p&gt;This find is registered at Portable Antiquities of the Netherlands with number PAN-00137184&lt;/p&gt;
description: Modified: 2025-05-13T15:55:13+02:00
DOI: 10.15468/dl.ytnvum
title: Occurrence Download

description: A dataset listing the 1691 species recorded in GBIF matching the query:
{
 "and" : [
 "Geometry MULTIPOLYGON(((-105.60487 40.29583,-105.59582 40.02662,-105.45274 40.02436,-105.45613 40.29243,-105.60487 40.29583)))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Plantae"
 ]
}

 The dataset's 1691 records were derived from 121 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0048232-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7910/dvn/zusasp
title: Replication Data for: Stereotypes and Status Gains in IOs

description: Why are some states so capable of gaining prestige while others struggle so much to be recognized? Existing research often links status attribution to states' material capabilities, sports achievements, and diplomatic recognition. However, the mechanisms of status-seeking and attribution within IOs remain underexplored. I argue that IOs create an ecosystem where states' stereotypical ascribed status simultaneously enables and constrains their marginal status gains. While baseline status is necessary for achieving marginal gains, being at the top of the hierarchy reduces the likelihood of receiving further recognition. Using relational data on co-sponsorship obtained from UN draft resolutions, my findings suggest that (contrary to expectations) Middle Powers—rather than Great Powers—are more likely to gain prestige because they are easily recognized and do not carry the stigma of playing power politics. At the same time, small countries face resource constraints in garnering status and tend to emphasize group identities over individual ones. These systemic conditions reinforce themselves and are path-dependent; states that are viewed as prestigious tend to garner even more status, thereby limiting other states' chances of achieving similar recognition.
DOI: 10.34740/kaggle/dsv/14117047
title: Independent_Predictors_Postoperative
DOI: 10.34740/kaggle/dsv/14117086
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.15468/dl.kmb8vm
title: Occurrence Download

description: A dataset containing 21016 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Glaucidium peruanum",
 "DecimalLongitude is not null",
 "DecimalLatitude is not null"
 ]
}

 The dataset includes 21016 records from 29 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0048237-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5517/ccdc.csd.cc2lm7m3
title: CCDC 2401775: Experimental Crystal Structure Determination

description: Related Article: Bo Yang, Yixun Sun, Jiale Hu, Si Meng, Muhua Chen, Xin Wang, Min Ren, Jing Guo, Yiting Wang, Ji Li, Min Jia, Juan Fan, Huaming Sun, Jing Li, Hua Xu, Junfa Wei|2025|CheM|11|102628|doi:10.1016/j.chempr.2025.102628
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.cc2lm7n4
title: CCDC 2401776: Experimental Crystal Structure Determination

description: Related Article: Bo Yang, Yixun Sun, Jiale Hu, Si Meng, Muhua Chen, Xin Wang, Min Ren, Jing Guo, Yiting Wang, Ji Li, Min Jia, Juan Fan, Huaming Sun, Jing Li, Hua Xu, Junfa Wei|2025|CheM|11|102628|doi:10.1016/j.chempr.2025.102628
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.cc2lm7p5
title: CCDC 2401777: Experimental Crystal Structure Determination

description: Related Article: Bo Yang, Yixun Sun, Jiale Hu, Si Meng, Muhua Chen, Xin Wang, Min Ren, Jing Guo, Yiting Wang, Ji Li, Min Jia, Juan Fan, Huaming Sun, Jing Li, Hua Xu, Junfa Wei|2025|CheM|11|102628|doi:10.1016/j.chempr.2025.102628
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.cc2lm7q6
title: CCDC 2401778: Experimental Crystal Structure Determination

description: Related Article: Bo Yang, Yixun Sun, Jiale Hu, Si Meng, Muhua Chen, Xin Wang, Min Ren, Jing Guo, Yiting Wang, Ji Li, Min Jia, Juan Fan, Huaming Sun, Jing Li, Hua Xu, Junfa Wei|2025|CheM|11|102628|doi:10.1016/j.chempr.2025.102628
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.