cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.7910/dvn/fd9vso
title: Replication Data for: The electoral personalisation of Italian mayors. A study of 25 years of direct election

description: This paper presents an analysis of the personalization of the vote in Italian municipal elections in the period 1993–2017. Considering the ability of mayoral candidates to attract more votes than those of the lists that support them, the paper outlines the socio-demographic and political characteristics of the candidates who receive the most personalized votes. Contrary to what one might expect, the most personalized candidates are the losing candidates, not the winning ones. At the same time, the candidates who present themselves as outsiders are more personalized: women; candidates at the head of civic lists; those who lead coalitions positioned at the extremes of the left/right axis; candidates supported by one or two lists. Thus, the paper shows the propensity of the Italian electorate to use the split vote to reward those candidates who present themselves as challengers, rather than the established ones, also in the more pragmatic context of local government elections. Moreover, while it is true that personalization is increasingly more important in the political and electoral context, the ability to create lists of candidates for municipal elections capable of obtaining the broad support of voters seems to count as much, if not more.
DOI: 10.7910/dvn/ptixkl
title: Radio Telescope Reflector Adjustment

description: Since the middle of the last century, the advent of radio telescopes has brought a whole new way and approach to astronomical observation. For Arecibo-type radio telescopes, the tuning optimization of the active reflecting surface (working paraboloid) is the main factor affecting the reflectance calibration. In this paper, based on the spatial coordinate rotation transformation, we innovatively propose an optimization model of the reflective surface segmented paraboloid. We construct the ideal paraboloid equation and fit the working paraboloid based on constraints such as the orientation of the target star, the adjustment limit of the actuator, and the spatial coordinates. We adopt a coarse and fine grid to traverse the feasible solution and record the best adjustment scheme of the main cable nodes at different angles and the corresponding 2226 actuator coordinates and telescoping length, based on which we build a back propagation model to continuously modify the adjustment scheme. A combination of geometric simulation and Monte Carlo tests was also used for verification. Based on this, we further explored the effect of variation between adjacent nodes in the modulating actuator and the possible longitudinal and radial variations. Compared to the conventional conditioning model, the segmented solution idealized paraboloid we created increases the original reflection efficiency from 77.92% to 93.36% in the working area of 300m aperture.
DOI: 10.7910/dvn/q3eora
title: Replication Data for: A Delicate Balancing Act: Women’s Rights and US Military Intervention in the Arab World

description: Appendix and all replication materials for Jamal, A., and Nooruddin, I. 2021. "A Delicate Balancing Act: Women’s Rights and US Military Intervention in the Arab World." Journal of Middle East Women's Studies, vol. 17, no. 3 (Nov).
DOI: 10.7910/dvn/2sxwft
title: Replication Data for: 'Imaging the Electronic Wigner Crystal in One Dimension'

description: This data set contains all data presented in the paper 'Imaging the Electronic Wigner Crystal in One Dimension'
DOI: 10.7910/dvn/jylwh1
title: Replication Data for: The FDA-approved Drug Carvedilol Improves Light Sensation and Increases Rod Number in a Zebrafish Model of Retinitis Pigmentosa

description: Dataset to remake the analysis and plot for paper "The FDA-approved Drug Carvedilol Improves Light Sensation and Increases Rod Number in a Zebrafish Model of Retinitis Pigmentosa".
DOI: 10.7910/dvn/9bru7n
title: Nepal Vegetable Seed Study: Household Survey

description: This study contains data that were collected to assess the status of vegetable seed production across Nepal. The data contains information from 600 households from 20 districts in Nepal. This dataset provides an in-depth look at vegetable seed systems and market in Nepal. The data collected includes information on household demography; land utilization, plots cultivated and inputs used; risk preference; consumption and expenditure; household income and assets; shocks; and agricultural credit. Information on the types of vegetables grown and farmers’ knowledge concerning the vegetable seeds they utilize for production is also included.
description: Household- and Community-level Surveys
description: STATA, 12
DOI: 10.7910/dvn/bvvbxb
title: 2000 Population Census Data Assembly, JILIN Province; 吉林省2000人口普查统计资料汇编

description: The data files in this study have been created by merging individual per-county census files available as Microsoft Excel spreadsheets. Thus the study contains 111 data files, 1 file per census category. Each of these files contains merged census data for the following counties: NANGUAN 南关区 (220102), KUANCHENG 宽城区 (220103), CHAOYANG 朝阳区 (220104), ERDAO 二道区 (220105), LVYUAN 绿园区 (220106), SHUANGYANG 双阳区 (220112), NONGAN 农安县 (220122), JIUTAI 九台市 (220181), YUSHU 榆树市 (220182), DEHUI 德惠市 (220183), CHANGYI 昌邑区 (220202), LONGTAN 龙潭区 (220203), CHUANYING 船营区 (220204), FENGMAN 丰满区 (220211), YONGJI 永吉县 (220221), JIAOHE 蛟河市 (220281), HUADIAN 桦甸市 (220282), SHULAN 舒兰市 (220283), PANSHI 磐石市 (220284), TIEXI 铁西区 (220302), TIEDONG 铁东区 (220303), LISHU 梨树县 (220322), YITONGMANZUZIZHIXIAN 伊通满族自治县 (220323), GONGZHULING 公主岭市 (220381), SHUANGLIAO 双辽市 (220382), LONGSHAN 龙山区 (220402), XIAN 西安区 (220403), DONGFENG 东丰县 (220421), DONGLIAO 东辽县 (220422), DONGCHANG 东昌区 (220502), ERDAOJIANG 二道江区 (220503), TONGHUA 通化县 (220521), HUINAN 辉南县 (220523), LIUHE 柳河县 (220524), MEIHEKOU 梅河口市 (220581), JIAN 集安市 (220582), BADAOJIANG 八道江区 (220602), FUSONG 抚松县 (220621), JINGYU 靖宇县 (220622), CHANGBAICHAOXIANZUZIZHIXIAN 长白朝鲜族自治县 (220623), JIANGYUAN 江源县 (220625), LINJIANG 临江市 (220681), NINGJIANG 宁江区 (220702), QIANGUOERLUOSIMENGGUZUZIZHIXIAN 前郭尔罗斯蒙古族自治县 (220721), CHANGLING 长岭县 (220722), QIANAN 乾安县 (220723), FUYU 扶余县 (220724), TAOBEI 洮北区 (220802), ZHENLAI 镇赉县 (220821), TONGYU 通榆县 (220822), TAONAN 洮南市 (220881), DAAN 大安市 (220882), YANJI 延吉市 (222401), TUMEN 图们市 (222402), DUNHUA 敦化市 (222403), HUICHUN 珲春市 (222404), LONGJING 龙井市 (222405), HELONG 和龙市 (222406), WANGQING 汪清县 (222424), ANTU 安图县 (222426).
DOI: 10.5281/zenodo.16910751
title: Daten der Notaufnahmesurveillance

description: Der Datensatz 'Notaufnahmesurveillance' enthält aggregierte Daten der Routinedokumentation aus einer Auswahl deutscher Notaufnahmen aus dem AKTIN-Notaufnahmeregister und bildet die Grundlage für die Notaufnahmesurveillance am RKI.
DOI: 10.15468/dl.mypppa
title: Occurrence Download

description: A dataset containing 65827 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Mycobacterium Lehmann & Neumann, 1896"
 ]
}

 The dataset includes 65827 records from 508 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016361-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pvmhv6
title: Occurrence Download

description: A dataset containing 62 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Sufflogobius bibarbatus",
 "HasCoordinate is true",
 "DecimalLatitude is greater than -90",
 "DecimalLatitude is less than 90",
 "DecimalLongitude is greater than -180",
 "OccurrenceStatus is Present",
 "Year is greater than or equal to 1950",
 "Year is less than or equal to 2014"
 ]
}

 The dataset includes 62 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003758-260126135527185/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9fu8bn
title: Occurrence Download

description: A dataset containing 3376 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Hymenaea courbaril",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 3376 records from 229 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003757-260126135527185/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8fdeep
title: Occurrence Download

description: A dataset containing 454 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Bison americanus"
 ]
}

 The dataset includes 454 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003759-260126135527185/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5061/dryad.fqz612jzm
title: Data from: Foraging mode constrains the evolution of cephalic horns in lizards and snakes

description: A phylogenetically diverse minority of snake and lizard species exhibit
 rostral and ocular appendages that substantially modify the shape of their
 heads. These cephalic horns have evolved multiple times in diverse
 squamate lineages, enabling comparative tests of hypotheses on the
 benefits and costs of these distinctive traits. Here, we demonstrate
 correlated evolution between the occurrence of horns and foraging mode. We
 argue that although horns may be beneficial for various functions (e.g.,
 camouflage, defence) in animals that move infrequently, they make active
 foragers more conspicuous to prey and predators, and hence are
 maladaptive. We therefore expected horns to be more common in species that
 ambush prey (entailing low movement rates) rather than in actively
 searching (frequently moving) species. Consistent with that hypothesis,
 our phylogenetic comparative analysis of published data on 1,939 species
 reveals that cephalic horns occur almost exclusively in sit-and-wait
 predators. This finding underlines how foraging mode constrains the
 morphology of squamates and provides a compelling starting point for
 similar studies in other animal groups.
description: # Foraging mode constrains the evolution of cephalic horns in lizards and
 snakes
 [https://doi.org/10.5061/dryad.fqz612jzm](https://doi.org/10.5061/dryad.fqz612jzm) This dataset contains the raw data and R codes to replicate our analyses. ## Description of the data and file structure **1\_dataset.csv**: comma separated version of the original dataset (Table S1 – Electronic Supplementary Material), without references. To be used in the analyses with the R codes. This .csv file includes the following data: -   Column ‘species’: scientific name -   Column ‘taxon’: taxon (snake or lizard) -   Column ‘forag\_cat’: foraging mode as categorical variable (sit-and-wait = SW; active foraging = AF) -   Column ‘forag\_bin’: foraging mode as binomial variable (sit-and-wait = 1; active foraging = 0) -   Column ‘horn\_cat’: horn presence as categorical variable (horned = HR; hornless = HL) -   Column ‘horn\_bin’: horn presence as binomial variable (horned = 1; hornless = 0) **2\_codes.R**: codes with step-by-step comments to replicate the analyses we ran and to also plot the elements of Figure 2 and Figure S1. ## Sharing/Access information Phylogenetic data used in our analyses was derived from the following source: [https://doi.org/10.5061/dryad.db005](https://doi.org/10.5061/dryad.db005) ## Code/Software All our analyses were performed using R software version 4.3.1 (2023-06-16 ucrt) – ‘Beagle Scouts’ on RStudio 2023.06.0 - Build 421. Information concerning which packages were used, how to load '1\_dataset.csv' file and how to retrieve and load the phylogenetic data are available in the codes' comments.
DOI: 10.5061/dryad.cjsxksncq
title: Stability of C3 and C4 grass patches after fire and simulated grazing

description: As the woody legume, Prosopis glandulosa (honey mesquite) has encroached
 into grasslands and rangelands in the southern Great Plains, USA, two
 grass species, C4 shortgrass, Buchloe dactyloides (buffalograss), and C3
 mid-grass, Nassella leucotricha (Texas wintergrass), have increased in
 dominance. Occurrence of more productive C4 mid-grasses and herbaceous
 diversity have declined. We measured effects of various combinations of
 spring clipping (to simulate cattle grazing) and summer and/or winter fire
 treatments on the stability of monoculture patches of these two grass
 species over an eight-year period, with the goal of reducing Nassella and
 increasing C4 mid-grass cover. All fire treatments top-killed most
 Prosopis trees that subsequently resprouted. Buchloe cover declined in the
 No Clip + No Fire treatment but remained intact with clipping and/or fire.
 Frequent clipping reduced Nassella cover across all fire treatments.
 Buchloe encroachment into Nassella patches was greatest in the Clip +
 Alternate Season fire treatment. C4 mid-grass cover increased to 15–25% in
 Nassella patches in several fire-only or Clip + Fire treatments; greatest
 gains were observed in treatments that included summer fire. In contrast,
 C4 mid-grass gains were lower in Buchloe patches. These results suggest
 that C4 mid-grass restoration was linked with treatments that reduced
 Nassella cover.
description: Data were collected in a field study in north central texas, USA,
 after plots were exposed to dufferent prescribed fire treatments and/or
 clipping treatments to simulate grazing. All data were collected over a
 9-year period of time. Field observations of ground cover of different
 grass species, forbs, litter and bareground were recorded in the field,
 verified with photographs of 0.5 x 1.0 m small plots, and entered into an
 excel spreadsheet for analysis. 
description: # Stability of C3 and C4 Grass Patches after Fire and Simulated Grazing
 [https://doi.org/10.5061/dryad.cjsxksncq](https://doi.org/10.5061/dryad.cjsxksncq) Data are presented for figures 2-5 shown in the manuscript and for figures S1-S8 shown in the supplemental files. The file is an Excel file. ## Description of the data and file structure There are 4 main baseline figures in the manuscript, figures 2-5. Each figure has 6 separate panels labelled A, B, C…etc. Each panel represents percent cover of 3 grass types in a particular fire and simulated grazing (i.e. clip) treatment through time. These data correspond to columns A through H in the excel file. In addition, there are 8 figures shown in the supplementary file arranged in the same order of fire and clip treatments as in figures 2-5. These show changes in C3 annual grass, forb, litter and bare ground cover through time.These data correspond to columns A through E and I through L in the excel file. All abbreviations in the files are described with a section called "Code:" in column M in in the Excel file. We also include a supplementary file of tables and figures that are not in the manuscript.
DOI: 10.15468/dl.8szs76
title: Occurrence Download

description: A dataset containing 10312647 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON((180 -44.3,173 -44.3,173 -47.5,170 -47.5,157 -47.5,157 -45.9,150 -45.9,150 -47.5,143 -47.5,143 -45.8,140 -45.8,140 -44.5,137 -44.5,137 -43,135 -43,135 -41.7,131 -41.7,131 -40.1,115 -40.1,92 -40.1,92 -41.4,78 -41.4,78 -42.3,69 -42.3,69 -43.3,47 -43.3,47 -41.7,30 -41.7,12 -41.7,12 -40.3,10 -40.3,10 -38.3,-5 -38.3,-5 -38.9,-9 -38.9,-9 -40.2,-13 -40.2,-13 -41.4,-21 -41.4,-21 -42.5,-39 -42.5,-39 -40.7,-49 -40.7,-49 -48.6,-54 -48.6,-54 -55.7,-62.7972582608082 -55.7,-64 -55.7,-64 -57.8,-71 -57.8,-71 -58.9,-80 -58.9,-80 -40,-125 -40,-167 -40,-167 -42.6,-171 -42.6,-171 -44.3,-180 -44.3,-180 -90, 0 -90,180 -90,180 -44.3))"
 ]
}

 The dataset includes 10312647 records from 2462 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003685-260126135527185/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.13987782
title: Code and Data for the Publication: "Solvation free energies of anions: from new reference data to predictive models"

description: This compilation includes 8241 experimental pKa values across 8 solvents, 5536 computed gas-phase acidities, 6090 solvation energies of anions and 6088 solvation energies of neutral compounds computed using COSMO-RS.  All citations should refer to the manuscript: 



Nevolianis, T., Zheng, J.W., Müller, S., Baumann, M., Tshepelevitsh, S., Kaljurand, I., Leito, I., Smirnova, I., Green, W.H., Leonhard, K. Solvation free energies of ainons: from new reference data to predictive models. Submitted in 2025.


Until the publication is available, citations to the ChemRxiv preprint are also acceptable.
description: Note

This version of the repository has an issue with the Chemprop models. Please refer to the latest version of the repostiory.
DOI: 10.5281/zenodo.14866860
title: Code and Data for the Publication: "Solvation free energies of anions: from new reference data to predictive models"

description: This compilation includes 8241 experimental pKa values across 8 solvents, 5536 computed gas-phase acidities, 6090 solvation energies of anions and 6088 solvation energies of neutral compounds computed using COSMO-RS.  All citations should refer to the manuscript: 



Nevolianis, T., Zheng, J.W., Müller, S., Baumann, M., Tshepelevitsh, S., Kaljurand, I., Leito, I., Smirnova, I., Green, W.H., Leonhard, K. Solvation free energies of anions: from new reference data to predictive models. Submitted in 2025.


Until the publication is available, citations to the ChemRxiv preprint are also acceptable:



Nevolianis, T., Zheng, J.W., Müller, S., Baumann, M., Tshepelevitsh, S., Kaljurand, I., Leito, I., Smirnova, I., Green, W.H., Leonhard, K. Solvation free energies of anions: from new reference data to predictive models. ChemRxiv. 2025; doi:10.26434/chemrxiv-2025-8bj2t-v2


Note: To load the models for solvation & pKa using the Chemprop Python API, you will need to instantiate the MPNNs as MulticomponentMPNNs. From there, we advise following the documentation (https://chemprop.readthedocs.io/en/latest/predicting_regression_reaction.html). 
description: Version V1a: fixed broken models file

Version V1: initial upload
DOI: 10.5281/zenodo.15277342
title: Code and Data for the Publication: "Solvation free energies of anions: from curated reference data to predictive models"

description: This compilation includes 8241 experimental pKa values across 8 solvents, 5536 computed gas-phase acidities, 6090 solvation energies of anions and 6088 solvation energies of neutral compounds computed using COSMO-RS.  All citations should refer to the manuscript: 



Nevolianis, T., Zheng, J.W., Müller, S., Baumann, M., Tshepelevitsh, S., Kaljurand, I., Leito, I., Smirnova, I., Green, W.H., Leonhard, K. Solvation free energies of anions: from curated reference data to predictive models. Submitted in 2025.


Until the publication is available, citations to the ChemRxiv preprint are also acceptable:



Nevolianis, T., Zheng, J.W., Müller, S., Baumann, M., Tshepelevitsh, S., Kaljurand, I., Leito, I., Smirnova, I., Green, W.H., Leonhard, K. Solvation free energies of anions: from new reference data to predictive models. ChemRxiv. 2025; doi:10.26434/chemrxiv-2025-8bj2t-v2


Note: To load the models for solvation & pKa using the Chemprop Python API, you will need to instantiate the MPNNs as MulticomponentMPNNs. From there, we advise following the documentation (https://chemprop.readthedocs.io/en/latest/predicting_regression_reaction.html). 
description: Version V2: split models into separate directories, updated test splits to remove erroneously repeated species (stereoisomers)Version V1a: fixed broken models file

Version V1: initial upload
DOI: 10.5281/zenodo.15283123
title: R code to reproduce results from "Can asymmetrical mechanical loading be accurately inferred from the analysis of skeletal material?"
DOI: 10.5281/zenodo.15283124
title: R code to reproduce results from "Can asymmetrical mechanical loading be accurately inferred from the analysis of skeletal material?"
DOI: 10.15151/esrf-es-2019892463
title: Swiss consortium in macromolecular X-ray crystallography structure determination for academic researchers: EPFL, UNIL, UNIGE, Zurich and SL

description: This proposal builds upon the foundation established in BAG MX 2521 and represents a collaborative effort among prominent Swiss academic institutions, including EPFL, UNIL, UNIGE and SLS. Under the leadership of Dr. Florence Pojer, the head of EPFL's Protein Production and Structure core facility, this initiative aims to streamline and enhance the process of determination of macromolecules structures by X-ray crystallography. Notably, the automated data collection established at ESRF has revolutionized our current pipeline, enabling the analysis of over 1000 crystals and the finalization at high-resolution of around 40 different structures in the past year alone. These achievements span diverse projects ranging from drug discovery to the design of novel protein folds. In addition, two PIs from University of Zurich, with expertise in structural biology, are joining this BAG.
DOI: 10.17882/85161
title: CARTHE drifters deployment within the DDR20 - "Drifter demonstration and Research 2020" experiment in the NW Mediterranean Sea

description: A cluster of 20 CARTHE-type drifters were deployed in the open sea area in front of Livorno (Italy) on October 8, 2020. The deployment was part of the DDR20- "Drifter demonstration and Research 2020" experiment performed in collaboration with the CMRE-NATO and Consorzio LaMMA, and supported by many EU projects, such as SICOMAR plus, JERICO-S3, SINAPSI, and IMPACT. CARTHE-type drifters are biodegradable drifters, spanning the first 60cm of the water column (Novelli 2017, 2018, 2020). The deployment strategy consisted of releasing drifters on a regular grid (about 3km side and 500m step) in a time window of about 2 hours. 5 drifters heading south were collected on October 10, 2020 and re-deployed, on the same day, approx. 2.5 nm to the north of the initial deployment area. 3 stranded drifters were redeployed on November 11, 2020 in the open sea area in front of the La Spezia Gulf. Each file contains a drifter trajectory in the NetCDF format (ex: 001.nc, 002.nc, etc...). Trajectories of those drifters that were collected and re-deployed are splitted in different files (ex: 001_a.nc, 001_b.nc). Nominal drifter transmission rate: 10 minutes. Positions available until January 23, 2021. The dataset includes raw positions; outliers were removed. References: • Novelli, G., C.M. Guigand, C. Cousin, E. Ryan, N. Laxague, H. Dai, B. Haus, and T.M. Özgökmen (2017). A biodegradable surface drifter for ocean sampling on a massive scale. J. Atmos. Oceanic Technol., 34(11), 2509-2532. • Novelli, G., C.M. Guigand, T.M. Özgökmen (2018). Technological Advances in Drifters for Oil Transport Studies. Marine Technology Society Journal, 52(6), 53-61. • Novelli, G, C.M. Guigand, M. Boufadel, T.M. Özgökmen (2020). On the transport and landfall of marine oil spills, laboratory and field observations. Marine Pollution Bulletin, 150, 110805. • http://interreg-maritime.eu/web/sicomarplus • https://www.jerico-ri.eu/ • http://interreg-maritime.eu/web/sinapsi • http://interreg-maritime.eu/web/impact