cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.15781966
title: Diluvio - Visualizzare l'impensabile

description: Description of the database delivered – file structure and explanation of the attribute fields

The database is composed of four shapefiles which represent, for two different sea level rise scenarios (30 cm and 140 cm), the distinction between the cadastral parcels that fall entirely within or entirely outside the respective SLR perimeters.

 List of files

1. in_slr_30.shp – Particles completely included in the perimeter of the SLR at +30 cm2. out_slr_30.shp – Particles completely outside the perimeter of the SLR at +30 cm3. in_slr_140.shp – Particles completely included in the perimeter of the SLR at +140 cm4. out_slr_140.shp – Particles completely outside the perimeter of the SLR at +140 cm

All files contain the same attribute fields, described here:

V_pN_T_30: Economic value lost (in euros) in the scenario of tie rod 30, calculated on the totality of the parcel.

 

V_pN_T_100: Economic value lost (in euros) in the scenario of pull 100, calculated on the totality of the parcel.

 

quadrant_name_pc | Percentage of the area of the parcel that falls within one of the territorial quadrants of analysis (Stella, Natissa, Monfalconese, Cormor Aussa). This field allows attribution of damage to the reference quadrant. Calculated by Overlap Analysis.

 

30cm_pc: Percentage of the parcel falling within the perimeter of the SLR at +30 cm. It is equal to 100% in the in_slr_30 file, equal to 0% in the out_slr_30 file.

 

140cm_pc: Percentage of the parcel falling within the perimeter of the SLR at +140 cm. It is equal to 100% in the in_slr_140 file, equal to 0% in the out_slr_140 file.

 

Methodological Note

 

The values V_pN_T_30 and V_pN_T_100 were calculated for the entirety of the parcel, applying the inferred loss coefficient of the tie-rods (TR30 and TR100) provided by PGRA.

 

The quadrant_name_pc field allows the aggregation of data at the quadrant level, based on the percentage of the parcel area that falls in the quadrant.

 

Purposes of the database

 

This database enables the estimation and mapping of total economic losses associated with flood and sea rise scenarios, on a parcel-by-parcel basis, and is designed for aggregate analysis by quadrant and hazard scenario.
DOI: 10.5281/zenodo.15781965
title: Diluvio - Visualizzare l'impensabile

description: Description of the database delivered – file structure and explanation of the attribute fields

The database is composed of four shapefiles which represent, for two different sea level rise scenarios (30 cm and 140 cm), the distinction between the cadastral parcels that fall entirely within or entirely outside the respective SLR perimeters.

 List of files

1. in_slr_30.shp – Particles completely included in the perimeter of the SLR at +30 cm2. out_slr_30.shp – Particles completely outside the perimeter of the SLR at +30 cm3. in_slr_140.shp – Particles completely included in the perimeter of the SLR at +140 cm4. out_slr_140.shp – Particles completely outside the perimeter of the SLR at +140 cm

All files contain the same attribute fields, described here:

V_pN_T_30: Economic value lost (in euros) in the scenario of tie rod 30, calculated on the totality of the parcel.

 

V_pN_T_100: Economic value lost (in euros) in the scenario of pull 100, calculated on the totality of the parcel.

 

quadrant_name_pc | Percentage of the area of the parcel that falls within one of the territorial quadrants of analysis (Stella, Natissa, Monfalconese, Cormor Aussa). This field allows attribution of damage to the reference quadrant. Calculated by Overlap Analysis.

 

30cm_pc: Percentage of the parcel falling within the perimeter of the SLR at +30 cm. It is equal to 100% in the in_slr_30 file, equal to 0% in the out_slr_30 file.

 

140cm_pc: Percentage of the parcel falling within the perimeter of the SLR at +140 cm. It is equal to 100% in the in_slr_140 file, equal to 0% in the out_slr_140 file.

 

Methodological Note

 

The values V_pN_T_30 and V_pN_T_100 were calculated for the entirety of the parcel, applying the inferred loss coefficient of the tie-rods (TR30 and TR100) provided by PGRA.

 

The quadrant_name_pc field allows the aggregation of data at the quadrant level, based on the percentage of the parcel area that falls in the quadrant.

 

Purposes of the database

 

This database enables the estimation and mapping of total economic losses associated with flood and sea rise scenarios, on a parcel-by-parcel basis, and is designed for aggregate analysis by quadrant and hazard scenario.
DOI: 10.15468/dl.72zs6w
title: Occurrence Download

description: A dataset containing 242161 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is China",
 "Year 2010-2025"
 ]
}

 The dataset includes 242161 records from 353 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002310-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7910/dvn/gmzmpx
title: Replication Data for: Still going strong? The social and political relevance of class identification over time in four countries

description: According to influential theories of modernization and individualization, social class has ceased to be relevant to citizens and their political behaviour in Western countries; class has been proclaimed ‘dead’. The argument is particularly strong at the subjective level where people are thought to no longer identify with social classes let alone relate this identification to politics. Using time-series election study data covering many decades combined with manifesto data from the US, Britain, Denmark, and Norway, we challenge this view and show that levels of class identification have been stable. The relationship between class identification, attitudes to redistribution and vote choice has, however, changed but this appears to result more from political parties’ varying polarization on economic and social issues than from the demise of class in voters’ minds.
DOI: 10.5281/zenodo.17665436
title: Data for "Strange metal and Fermi arcs from disordering spin stripes" (arXiv:2507.06309)
DOI: 10.5281/zenodo.17665435
title: Data for "Strange metal and Fermi arcs from disordering spin stripes" (arXiv:2507.06309)
DOI: 10.15468/dl.7zz8h8
title: Occurrence Download

description: A dataset containing 189 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Machine Observation, Material sample, Specimen, Human Observation)",
 "Geometry POLYGON((20 30,36 30,36 40,20 40,20 30))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Holothuroidea",
 "Year 1993-2020"
 ]
}

 The dataset includes 189 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002317-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17542628
title: Database of water level and discharge variation of the Rhine river
title: B01-DETECT-DIWASAR_V1

description: The DETECT Discharge dataset provides river discharge and associated hydrological parameters derived from nadir- and swath-satellite altimetry data. This document outlines the structure, variables, and attributes of the NetCDF file to ensure proper understanding and utilization by users. These files accompany the manuscript titled "Water level and discharge variation from modern-era satellite altimetry".
DOI: 10.5281/zenodo.17542627
title: Database of water level and discharge variation of the Rhine river
title: B01-DETECT-DIWASAR_V1

description: The DETECT Discharge dataset provides river discharge and associated hydrological parameters derived from nadir- and swath-satellite altimetry data. This document outlines the structure, variables, and attributes of the NetCDF file to ensure proper understanding and utilization by users. These files accompany the manuscript titled "Water level and discharge variation from modern-era satellite altimetry".
DOI: 10.5281/zenodo.17672219
title: Nuclear Ptychoscopy: Ptychography in Nuclear Spectroscopy

description: Accessing both amplitude and phase of nuclear response functions is central to fully characterizing light–matter interactions in the X-ray-nuclear regime. Recent work has demonstrated phase retrieval in two-dimensional time- and energy-resolved spectra, establishing the feasibility of phase-sensitive nuclear spectroscopy. Here, we introduce Nuclear Ptychoscopy, a ptychographic framework that adapts algorithms from coherent diffractive imaging to nuclear spectroscopy, enabling reconstruction of the complex response function by exploiting redundancy in two-dimensional spectra. We develop three complementary reconstruction schemes tailored to distinct experimental scenarios: reconstruction with a known analyzer response, blind reconstruction, and reconstruction incorporating partial prior information. In parallel, we develop geometric analysis techniques that elucidate algorithmic behavior and contribute new tools to ptychography. The framework is validated through experimental data and simulations, demonstrating its versatility across diverse nuclear spectroscopy scenarios and bridging nuclear spectroscopy with ptychography. Beyond advancing quantitative nuclear spectroscopy, our framework opens new opportunities for metrology, coherent control, and quantum applications in the X-ray–nuclear regime.  Details of this paper can be found in https://arxiv.org/abs/2511.04924.
DOI: 10.5281/zenodo.17672220
title: Nuclear Ptychoscopy: Ptychography in Nuclear Spectroscopy

description: Accessing both amplitude and phase of nuclear response functions is central to fully characterizing light–matter interactions in the X-ray-nuclear regime. Recent work has demonstrated phase retrieval in two-dimensional time- and energy-resolved spectra, establishing the feasibility of phase-sensitive nuclear spectroscopy. Here, we introduce Nuclear Ptychoscopy, a ptychographic framework that adapts algorithms from coherent diffractive imaging to nuclear spectroscopy, enabling reconstruction of the complex response function by exploiting redundancy in two-dimensional spectra. We develop three complementary reconstruction schemes tailored to distinct experimental scenarios: reconstruction with a known analyzer response, blind reconstruction, and reconstruction incorporating partial prior information. In parallel, we develop geometric analysis techniques that elucidate algorithmic behavior and contribute new tools to ptychography. The framework is validated through experimental data and simulations, demonstrating its versatility across diverse nuclear spectroscopy scenarios and bridging nuclear spectroscopy with ptychography. Beyond advancing quantitative nuclear spectroscopy, our framework opens new opportunities for metrology, coherent control, and quantum applications in the X-ray–nuclear regime.  Details of this paper can be found in https://arxiv.org/abs/2511.04924.
DOI: 10.5281/zenodo.17306246
title: The Specificity Landscape of AtWRKYs Reveals the Bidirectional Influence of non-CG Methylation

description: A distinct epigenetic feature of plants is the occurrence of DNA methylation in non-CG contexts. Although the physiological roles of non-CG methylation were elucidated, its direct impact on TF–DNA interactions remains largely unexplored. Focusing on WRKY-family TFs, here we investigated how non-CG methylation influences their DNA-binding specificity and genome-wide cis-regulatory elements (CREs). By generating 461 SELEX and DAP-seq libraries for 54 AtWRKYs, we show that DNA methylation alters both monomeric and dimeric binding specificities of WRKYs, leading to an overall increase in specificity divergence among family members. We curated 201 WRKY motifs and clustered them into 11 classes, 5 of which represent previously unreported specificities. Notably, the known WRKY cis-element PRE4 was found to be recognized only when methylated. The comprehensive dataset of accurate WRKY motifs also enabled the identification of the amino-acid discriminants of W-box and WT-box. Expanding on prior knowledge, we demonstrate that methylation not only decreases but can also increase WRKYs’ affinity. This bidirectional effect has globally reshaped the genomic binding landscape of WRKYs upon methylation. Finally, we constructed the WRKY Regulatory Code Database (https://transysbio.cn/WRKYRCDB.php) to facilitate data access.
DOI: 10.5281/zenodo.17306247
title: The Specificity Landscape of AtWRKYs Reveals the Bidirectional Influence of non-CG Methylation

description: A distinct epigenetic feature of plants is the occurrence of DNA methylation in non-CG contexts. Although the physiological roles of non-CG methylation were elucidated, its direct impact on TF–DNA interactions remains largely unexplored. Focusing on WRKY-family TFs, here we investigated how non-CG methylation influences their DNA-binding specificity and genome-wide cis-regulatory elements (CREs). By generating 461 SELEX and DAP-seq libraries for 54 AtWRKYs, we show that DNA methylation alters both monomeric and dimeric binding specificities of WRKYs, leading to an overall increase in specificity divergence among family members. We curated 201 WRKY motifs and clustered them into 11 classes, 5 of which represent previously unreported specificities. Notably, the known WRKY cis-element PRE4 was found to be recognized only when methylated. The comprehensive dataset of accurate WRKY motifs also enabled the identification of the amino-acid discriminants of W-box and WT-box. Expanding on prior knowledge, we demonstrate that methylation not only decreases but can also increase WRKYs’ affinity. This bidirectional effect has globally reshaped the genomic binding landscape of WRKYs upon methylation. Finally, we constructed the WRKY Regulatory Code Database (https://transysbio.cn/WRKYRCDB.php) to facilitate data access.
DOI: 10.5517/ccdc.csd.cc2l63pm
title: CCDC 2389160: Experimental Crystal Structure Determination

description: Related Article: Miao Yang, Sai-Sai Yan, Baogui Huang, Dong Xiang, Zhong-Ning Chen, Li-Chuan Chen, Kongzhao Su, Qian-Chong Zhang, Daqiang Yuan|2025|Angew.Chem.,Int.Ed.|64|e202507894|doi:10.1002/anie.202507894
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: 10.5281/zenodo.17601340
title: Raw .fastq-files used for Fusobacterium delineation article

description: ZymoMock-positive controls: zymo_mock_controls.tar.gz

Fusobacterium only DNA: fuso_DNA.tar.gz

Fusobacterium whole cells + human cells: fuso_human.tar.gz

Fusobacterium isolates: fuso_isolates.tar.gz
DOI: 10.5281/zenodo.17601341
title: Raw .fastq-files used for Fusobacterium delineation article

description: ZymoMock-positive controls: zymo_mock_controls.tar.gz

Fusobacterium only DNA: fuso_DNA.tar.gz

Fusobacterium whole cells + human cells: fuso_human.tar.gz

Fusobacterium isolates: fuso_isolates.tar.gz
DOI: 10.5281/zenodo.17671035
title: LIKE-A-PRO_T2.1_Optimization A.bisporus protein_CTICH_V1

description: The dataset provides an overview on experiments in lab scale for the production of mushroom protein from discarded mushrooms and mushroom stems of A. bisporus  using isoelectric point (pI) within the LIKE A PRO project.  All the paremeters evaluated to obtain the maximum content of protein are shown in the file.
DOI: 10.5281/zenodo.17671034
title: LIKE-A-PRO_T2.1_Optimization A.bisporus protein_CTICH_V1

description: The dataset provides an overview on experiments in lab scale for the production of mushroom protein from discarded mushrooms and mushroom stems of A. bisporus  using isoelectric point (pI) within the LIKE A PRO project.  All the paremeters evaluated to obtain the maximum content of protein are shown in the file.
DOI: 10.5281/zenodo.17660062
title: The influence of Sm2O3 dopant on structure, morphology and transport critical current density of MgB2 wires investigated by using the transmission electron microscope

description: Table 2, Table 3 and Table 4  presents the lattice parameters results for undoped and doped MgB2 wires. The wires were made by using the powder-in-tube technique [1]. The results were published in an open access article. 

Fig. 1 The XRPD analysis for undoped and 2%Sm2O3 doped MgB2 wire with the density of 1.28 g/cm3 [1].

Fig. 2 The XRPD analysis for 2%Sm2O3 doped MgB2 wire  with the density of 1.28 g/cm3 and 1.6 g/cm3 [1]. 

Fig. 13. The influence of annealing temperature (T) on the critical temperature (Tc) of undoped and 2%Sm2O3 doped MgB2 wires [1].

Fig. 14. Dependence of the irreversible magnetic field (Birr) on temperature (T) (a) heating temperature and 2%Sm2O3 doped and (b) density. Dependence of the upper magnetic field (Bc2) on temperature (T) (c) heating temperature and 2%Sm2O3 doped and (d) density [1].

Fig. 15. Dependence of the scaled resistance (R/Rmax 9T) on the magnetic field. Rmax9T - means maximum resistance in 9T. 

Fig. 16. Dependence of the critical current density on the magnetic field (a) 15 K, (b) 20 K, (c) 25 K and 30 K. 

Fig. 17.  The analysis of pinning by the Dew-Hughes model 

at 20 K, and (a) heating temperature and 2%Sm2O3 doped and (b) density.  

Fig. 18.  The analysis of pinning by the Dew-Hughes model at 30 K, heating temperature, 2%Sm2O3 doped and density. 

 [1] Daniel Gajda, Michał Babij, Andrzej Zaleski, Doğan Avci, Fırat Karaboga, Hakan Yetis, Ibrahim Belenli, Dariusz Zasada, Damian Szymański, Małgorzata Małecka, Wojciech Gil, Tomasz Czujko"The influence of Sm2O3 dopant on the structure, morphology, and transport of critical current density of MgB2 wires investigated by using the transmission electron microscope."Journal of Magnesium and Alloys 12 (2024) 5061-5078https://doi.org/10.1016/j.jma.2024.12.009
DOI: 10.5281/zenodo.17672264
title: The influence of Sm2O3 dopant on structure, morphology and transport critical current density of MgB2 wires investigated by using the transmission electron microscope

description: Table 2, Table 3 and Table 4  presents the lattice parameters results for undoped and doped MgB2 wires. The wires were made by using the powder-in-tube technique [1]. The results were published in an open access article. 

Fig. 1 The XRPD analysis for undoped and 2%Sm2O3 doped MgB2 wire with the density of 1.28 g/cm3 [1].

Fig. 2 The XRPD analysis for 2%Sm2O3 doped MgB2 wire  with the density of 1.28 g/cm3 and 1.6 g/cm3 [1]. 

Fig. 13. The influence of annealing temperature (T) on the critical temperature (Tc) of undoped and 2%Sm2O3 doped MgB2 wires [1].

Fig. 14. Dependence of the irreversible magnetic field (Birr) on temperature (T) (a) heating temperature and 2%Sm2O3 doped and (b) density. Dependence of the upper magnetic field (Bc2) on temperature (T) (c) heating temperature and 2%Sm2O3 doped and (d) density [1].

Fig. 15. Dependence of the scaled resistance (R/Rmax 9T) on the magnetic field. Rmax9T - means maximum resistance in 9T. 

Fig. 16. Dependence of the critical current density on the magnetic field (a) 15 K, (b) 20 K, (c) 25 K and 30 K. 

Fig. 17.  The analysis of pinning by the Dew-Hughes model 

at 20 K, and (a) heating temperature and 2%Sm2O3 doped and (b) density.  

Fig. 18.  The analysis of pinning by the Dew-Hughes model at 30 K, heating temperature, 2%Sm2O3 doped and density. 

 [1] Daniel Gajda, Michał Babij, Andrzej Zaleski, Doğan Avci, Fırat Karaboga, Hakan Yetis, Ibrahim Belenli, Dariusz Zasada, Damian Szymański, Małgorzata Małecka, Wojciech Gil, Tomasz Czujko"The influence of Sm2O3 dopant on the structure, morphology, and transport of critical current density of MgB2 wires investigated by using the transmission electron microscope."Journal of Magnesium and Alloys 12 (2024) 5061-5078https://doi.org/10.1016/j.jma.2024.12.009
DOI: 10.15468/dl.p67v6a
title: Occurrence Download

description: A dataset containing 10387 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Paubrasilia echinata, Handroanthus serratifolius, Panthera onca, Brycon amazonicus)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 10387 records from 428 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002318-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25574/41944
title: Chandra X-ray Observatory ObsId 41944
DOI: 10.15468/dl.6he45q
title: Occurrence Download

description: A dataset containing 9 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Kazakhstan",
 "GadmGid is KAZ.9_1",
 "OccurrenceStatus is Present",
 "TaxonKey is Hyssopus ambiguus"
 ]
}

 The dataset includes 9 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002320-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17602071
title: Data for: Exfoliation and transfer of millimetre-sized MoS2 flakes on arbitrary substrates

description: For all the figures the data referring to each samples are mapped by the following: 



S1 -> Sample on SiO2(nat)/Si

S2 -> Sample on SiO2(285 nm)/Si

S3 -> Sample on silica

S4 -> Sample on PDMS


The figure to file correspondence is given by:

Fig 1a -> mos2_model.mat

Fig1b -> Ellips_spectum_*

Fig1c,d -> Thickness_Map_S*

Fig4a -> XPS_Survey*

Fig4b -> XPS_HRES_*

Fig5a -> Raman_spectrum*

Fig5b -> PL_spectrum*

Fig5c-> S*_PL_mapping

Fig7->Transfer*.csv

FigS6 -> XPS_substrate*

FigS7 -> S*_PL_mapping

Table S1 -> mos2_model.mat
DOI: 10.5281/zenodo.17602072
title: Data for: Exfoliation and transfer of millimetre-sized MoS2 flakes on arbitrary substrates

description: For all the figures the data referring to each samples are mapped by the following: 



S1 -> Sample on SiO2(nat)/Si

S2 -> Sample on SiO2(285 nm)/Si

S3 -> Sample on silica

S4 -> Sample on PDMS


The figure to file correspondence is given by:

Fig 1a -> mos2_model.mat

Fig1b -> Ellips_spectum_*

Fig1c,d -> Thickness_Map_S*

Fig4a -> XPS_Survey*

Fig4b -> XPS_HRES_*

Fig5a -> Raman_spectrum*

Fig5b -> PL_spectrum*

Fig5c-> S*_PL_mapping

Fig7->Transfer*.csv

FigS6 -> XPS_substrate*

FigS7 -> S*_PL_mapping

Table S1 -> mos2_model.mat
DOI: 10.15468/dl.3ukpct
title: Occurrence Download

description: A dataset containing 6803518 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Continent is one of (Africa, Antarctica, Oceania)",
 "DatasetKey is EOD – eBird Observation Dataset",
 "Year 2020-2020"
 ]
}

 The dataset includes 6803518 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002309-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17376257
title: Hourly surface air temperature in Switzerland (Jun. 2020 - Nov. 2022). Pilot Data Set from Project SpaziuraT

description: Data set of hourly surface air temperature in Switzerland, provided on a regular grid of 1-km spacing and extending from June 2020 till November 2022. Files are available for the actual temperature (labelled "TabsH") and for the standard error of the prediction (i.e. uncertainty, labelled "TabsHunc"). A file containing the topography data that was used in deriving the temperature data, and a product documentation intended for users of the data set is also provided. 

This data was produced in research project "SpaziuraT" at MeteoSwiss with funding from the Swiss National Science Foundation (grant no. 200440).