cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/75rfppzb9c.1
title: Soil legacy effects are conditioned by plant functional groups

description: We designed a two-way plant-soil feedback experiment and measured plant biomass on soil in the condition phase as well as in the feedback phase, and in addition we designed a soil inoculation experiment and measured plant biomass on it
DOI: 10.17632/26hc75jc5j.1
title: Data library of irradiated fuel salt and off-gas tank composition for a molten salt reactor concept produced with Serpent2 and SOURCES 4C codes.

description: This dataset has been prepared for the Compact Molten Salt Reactor (CMSR) that is being developed as a floating-type/transportable Molten Salt Reactor (MSR) by Seaborg Technologies in Copenhagen, Denmark. The version of the reactor design used in the preparation of this dataset was set to operate as a FUNaK-fuelled (or NaF-KF-UF4) and Sodium Hydroxide-moderated, converter-type reactor. It also features some novel features such as removal of volatile and gaseous fission products from the primary fuel salt to the off-gas tank with the help of a designated system called the Off-Gas System (OGS). This dataset was created using the Monte-Carlo particle transport code, Serpent2 and the neutron source term calculation code, SOURCES 4C. The dataset contains compositions (as nuclide masses in g/cm3) of the primary fuel salt and that of the off-gas tank contents at various combinations of Burnup (BU), Enrichment (IE), and Cooling Time (CT). The dataset also includes this data at various (35) rates of material movement from the primary salt to the off-gas tank. A total of 42 nuclides are removed this way and their concentrations are tracked throughout the simulations. In addition to these quantities, the dataset contains the total gamma emission rate (in photons/sec), total decay heat (in Watts), and total activity (in Becquerel) (which were also computed using Serpent2) for both, primary salt and the off-gas tank contents. Lastly, the dataset includes total neutron emission rates from spontaneous fission and alpha, n reactions which were computed using the SOURCES 4C code. In summation, there are a total of 2850 columns of data and 861,000 rows (corresponding to combinations of BI, IE, and CT). The 2850 columns of data can be broken down as: ‘BU’: Burnup (in MWd/kgU) (1 column of data) ‘IE’: Initial enrichment (in wt. % U-235) (1 column of data) ‘CT’: Cooling time (in days) (1 column of data) ‘FMI’: Flow Multiplier Index (1 column of data) ‘fuel_Isotope’: 1398 columns of isotopes (in g/cm3) (1398 columns of data) ‘tank_Isotope’: 1398 columns of isotopes (in g/cm3) (1398 columns of data) ‘fuel_TOT_DH’: Total decay heat (in Watts) for fuel salt (1 column of data) ‘fuel_TOT_GS’: Total gamma emission rate (photons/second) for fuel salt (1 column of data) ‘fuel_TOT_A’: Total activity (becquerel) for fuel salt (1 column of data) ‘tank_TOT_DH’: Total decay heat (in Watts) for fuel salt (1 column of data) ‘tank_TOT_GS’: Total gamma emission rate (photons/second) for fuel salt (1 column of data) ‘tank_TOT_A’: Total activity (becquerel) for fuel salt (1 column of data) ‘flow_isotope’: Removal rates of 42 nuclides in 1/s (42 columns of data) ‘SF’: Total neutron emissions from spontaneous fission for primary salt (1 column of data) ‘AN’: Total neutron emissions from (ɑ, n) for irradiated primary salt (1 column of data) The dataset is formatted as a HDF5 (Hierarchical Data Format) file that can be parsed using python libraries such as Pandas.
DOI: 10.17632/26hc75jc5j.2
title: Data library of irradiated fuel salt and off-gas tank composition for a molten salt reactor concept produced with Serpent2 and SOURCES 4C codes

description: This dataset has been prepared for the Compact Molten Salt Reactor (CMSR) that is being developed as a floating-type/transportable Molten Salt Reactor (MSR) by Seaborg Technologies in Copenhagen, Denmark. The version of the reactor design used in the preparation of this dataset was set to operate as a FUNaK-fuelled (or NaF-KF-UF4) and Sodium Hydroxide-moderated, converter-type reactor. It also features some novel features such as removal of volatile and gaseous fission products from the primary fuel salt to the off-gas tank with the help of a designated system called the Off-Gas System (OGS). 

This dataset was created using the Monte-Carlo particle transport code, Serpent2 and the neutron source term calculation code, SOURCES 4C. The dataset contains compositions (as nuclide masses in g/cm3) of the primary fuel salt and that of the off-gas tank contents at various combinations of Burnup (BU), Enrichment (IE), and Cooling Time (CT). The dataset also includes this data at various (35) rates of material movement from the primary salt to the off-gas tank. A total of 42 nuclides are removed this way and their concentrations are tracked throughout the simulations. In addition to these quantities, the dataset contains the total gamma emission rate (in photons/sec), total decay heat (in Watts), and total activity (in Becquerel) (which were also computed using Serpent2) for both, primary salt and the off-gas tank contents. Lastly, the dataset includes total neutron emission rates from spontaneous fission and alpha, n reactions which were computed using the SOURCES 4C code. In summation, there are a total of 2850 columns of data and 861,000 rows (corresponding to combinations of BI, IE, and CT). The 2850 columns of data can be broken down as:
‘BU’: Burnup (in MWd/kgU) (1 column of data)
‘IE’: Initial enrichment (in wt. % U-235) (1 column of data)
‘CT’: Cooling time (in days) (1 column of data)
‘FMI’: Flow Multiplier Index (1 column of data) 
‘fuel_Isotope’: 1398 columns of isotopes (in g/cm3) (1398 columns of data) 
‘tank_Isotope’: 1398 columns of isotopes (in g/cm3) (1398 columns of data) 
‘fuel_TOT_DH’: Total decay heat (in Watts) for fuel salt (1 column of data) 
‘fuel_TOT_GS’: Total gamma emission rate (photons/second) for fuel salt (1 column of data) 
‘fuel_TOT_A’: Total activity (becquerel) for fuel salt (1 column of data) 
‘tank_TOT_DH’: Total decay heat (in Watts) for fuel salt (1 column of data) 
‘tank_TOT_GS’: Total gamma emission rate (photons/second) for fuel salt (1 column of data) 
‘tank_TOT_A’: Total activity (becquerel) for fuel salt (1 column of data) 
‘flow_isotope’: Removal rates of 42 nuclides in 1/s (42 columns of data)
‘SF’: Total neutron emissions from spontaneous fission for primary salt (1 column of data) 
‘AN’: Total neutron emissions from (ɑ, n) for irradiated primary salt (1 column of data) 

The dataset is formatted as a HDF5 (Hierarchical Data Format) file that can be parsed using python libraries such as Pandas.
DOI: 10.17632/jdrx42jds9.2
title: Database for comparing two algorithms that classify time series of Landsat images

description: Data used in the development of the research entitled: "Comparison of Random Forest and LandTrendr Algorithms for Eucalyptus Area Identification in the Landsat Temporal Series (1985 to 2020)"
DOI: 10.17632/tznrh99wmm.1
title: Suitable model for estimating the stem age of Populus alba L. using its diameter

description: The article analyzes the suitable model for estimating the stem age of Populus alba using its diameter. The results show that the Richards model was the most suitable for estimating the age of P. alba stems. The nonlinear regression curve between tree rings and stem diameter fitted with the Richards model was suitable for estimating the stem age of P. alba, avoiding the need to cut down trees and protecting forests. The fitted nonlinear regression curves of tree rings and stem diameter with the Clare and Sloboda models were close to the measured data and could be also used to estimate tree age.
DOI: 10.17632/ysndxjs9gp.1
title: Manufacturing process encoding through natural language processing for prediction of material properties

description: This dataset encompasses all the data used in the machine learning model presented in the paper titled 'Manufacturing Process Encoding through Natural Language Processing for Prediction of Material Properties,' authored by the same individuals. It consists of historical manufacturing process data and processed information, including both labeled and one-hot encoded data. The paper thoroughly details the hyperparameters employed in the models and provides a comprehensive overview of the training and test sets. Additionally, the dataset includes the detailed code for the neural network structure. Furthermore, it incorporates the code for PCA and K-means analysis as presented in the paper.
DOI: 10.17632/4w3gb83rcr.2
title: Spatiotemporal evolution of aeolian sedimentary landscapes in the southern Tibetan Plateau during the late Quaternary

description: This dataset includes chronological data from 38 aeolian sections for probability density function analysis, geochemical data from 48 different loose sediments for fingerprinting analysis, and map data depicting the distribution of aeolian sand and loess in the southern Tibetan Plateau.
DOI: 10.17632/hcbmyzzmt4.1
title: Supplementary Data_From local markets to global legitimacy A bottom-up perspective on technological innovation system’s dynamic

description: This document presents the event-history of the local BRTIS evolution, analyzed through the lens of realization of the eight TIS functions across various geographical scales.

Column A outlines the four developmental periods of the local BRTIS: emergence, shaping, expansion, and diversification. Additionally, the dataset covers a 'Structuration period with no technological innovations' (1930s - 1970s). Events within this period are listed for informative purposes but are not included in the analysis. The technological development of the local BRTIS commences in 1983 (marking the beginning of the Emergence stage), coinciding with the first event related to the technological advancement of the local BRTIS.

Column B details the significant events, actors, and developments that occurred in different developmental periods of the local BRTIS. Column C specifies the respective year of each event. Column D provides descriptions for each event/process (n=238, excluding events from the structuration period).

Columns E to L represent the eight TIS functions: Entrepreneurial activities, Knowledge development, Knowledge diffusion, Guidance of search, Market formation, Resource mobilization, Creation of legitimacy, and Materialization.

Columns M to Q indicate the geographical scale where each event took place: local, regional, national, EU, and global.

The cause-effect analysis of the eight TIS functions is depicted through arrows in Columns E to L. If two functions are connected by an arrow, it signifies that the first function led to the realization of the second function.
DOI: 10.17632/dcmmkrgcc3.1
title: Socio-complementary solutions of waste management literature data

description: Data obtained from the WoS database were visualized using analytical methods. Analytical results are presented in the bibliometric analysis findings. A systematic literature review was provided to discover the current state of social complementary solutions in waste management field. Data also contains the result data set of the PRISMA model; The systematic literature review protocol details the systematic literature review process, aimed at comprehensively and methodically evaluating the existing body of knowledge in the specified research field. All studies have been included up to the year 2023. Only English papers were included. 140 papers was downloaded in total. After deleting double records, a total of 118 publications were found on the WoS database. Database search method details are given as follows. The literature protocol included a searching strategy of the green sustainable science technology WoS category in Web of Science database. Searching for the following keywords were used: Waste management AND Circular economy AND Sustainability AND (Culture OR Adaptation OR Social OR Behavior OR Wellbeing OR Persuasive/Persuasion OR Gamification OR Socio-cultural OR User acceptance). English data are included.
DOI: 10.17632/g2vp63d6wg
title: LDHU3_20.0280

description: Protein of unknown function - conserved; Leishmania donovani (HU3 strain)
DOI: 10.17632/g2vp63d6wg.1
title: LDHU3_20.0280

description: Protein of unknown function - conserved; Leishmania donovani (HU3 strain)
DOI: 10.17632/5ys25bd4vh.1
title: LINF_070006700

description: protein kinase, Leishmania infantum (strain JPCM5)
DOI: 10.17632/tfcfytvvyv.1
title: LINF_070006200

description: Sec7 domain containing protein, Leishmania infantum (strain JPCM5)
DOI: 10.17632/58z5msy935.1
title: Sex pheromone mediates resource partitioning between Drosophila melanogaster and D. suzukii, Kwadha et al. 2024

description: The effect of the Drosophila melanogaster female sex pheromone (Z)-4-undecenal on oviposition of the spotted wing drosophila Drosophila suzukii on blueberry, and attraction to an associated yeast, Hanseniaspora uvarum. Oviposition assays (choice tests with blueberries, and blueberries treated with (Z)-4-undecenal), wind tunnel tests (attraction to Hanseniaspora uvarum with and without and (Z)-4-undecenal), and a field trapping test (attraction to Hanseniaspora uvarum with and without and (Z)-4-undecenal).
DOI: 10.17632/ymjrz38jc6.1
title: LINF_350013200

description: Glycerophosphocholine acyltransferase 1; Leishmania infantum (strain JPCM5)
DOI: 10.17632/b3w4p5x56p.1
title: LINF_350021500

description: CEP131-like protein; Leishmania infantum (strain JPCM5)
DOI: 10.17632/y326fsd8ww.1
title: Data for: Enhancing Irradiation Resistance in Refractory Medium Entropy Alloys with Simplified Chemistry

description: Raw data and videos for the in situ TEM heavy ion irradiation experiments. Post-irradiation characterisation for the alloys S1T and S3T is also presented. The steps to reproduce the research are straighforward and introduced below.
DOI: 10.17632/fvkp8n8bxt.1
title: Coffee Cultivation Dataset: Agriculture in Times of Climate Change

description: This important information on highland and lowland coffee cultivation is a good reference and a valuable resource to support agriculture during climate change. More importantly, it may help others grow plants in an ever-changing climate.
DOI: 10.17632/ccbcxz87zp.1
title: WDR33 alternative polyadenylation is dependent on stochastic poly(A) site usage and splicing efficiencies

description: Transcripts from the human WDR33 gene, which encodes a central component of the mRNA polyadenylation (PA) machinery, are subject to alternative polyadenylation (APA) within promoter-proximal introns/exons. This APA, which itself involves usage of multiple PA sites, results in the production of two non-canonical protein isoforms, V2 and V3, that are functionally completely unrelated to the full-length protein, with roles in innate immunity. The mechanism and regulation of WDR33 APA are unclear. Here, we report that levels of the PA factor CFIm25 modulate V2 and V3 expression, and that PA site usage of both V2 and V3 varies in distinct immune responses. Using newly developed assays to measure splicing and PA site strength, we show that splicing of V2-associated intron 6 is inefficient, allowing V2 to be produced using weak PA sites. Usage of V3’s strong PA sites, on the other hand, is relatively low, reflecting the high efficiency of intron 7 splicing coupled with dependency on usage of an alternative 3’ splice site within the intron. Overall, our findings demonstrate that usage of WDR33 alternative PA sites is stochastic, dependent on a complex interplay between splicing and PA, and thus provide new insights into mechanisms underlying APA.
DOI: 10.17632/xyj33nkc2y.1
title: LINF_350036500

description: Protein with WD-40 repeats; Leishmania infantum (strain JPCM5)
DOI: 10.17632/fgt2pfjdf9
title: LDHU3_20.0330

description: Enkurin domain-containing protein; Leishmania donovani (HU3 strain)
DOI: 10.17632/fgt2pfjdf9.1
title: LDHU3_20.0330

description: Enkurin domain-containing protein; Leishmania donovani (HU3 strain)
DOI: 10.17632/ybpm758k53
title: LDHU3_20.0300

description: Midasin; Leishmania donovani (HU3 strain)
DOI: 10.17632/ybpm758k53.1
title: LDHU3_20.0300

description: Midasin; Leishmania donovani (HU3 strain)
DOI: 10.17632/hcfvnx3wmk.2
title: The use of source-specific biomarkers to assess the sinking efficiency of particulate organic carbon from eutrophication in large shallow lakes

description: Raw data for all figures and tables in the manuscript titled “The use of source-specific biomarkers to assess the sinking efficiency of particulate organic carbon from eutrophication in large shallow lakes” by Xu YH, Pang JL, Zhu GW, He YX, Wu JL, and Sun YG.
DOI: 10.17632/hcfvnx3wmk.3
title: The use of source-specific biomarkers to assess the sinking efficiency of particulate organic carbon from eutrophication in large shallow lakes

description: Raw data for all figures and tables in the manuscript titled “The use of source-specific biomarkers to assess the sinking efficiency of particulate organic carbon from eutrophication in large shallow lakes” by Xu YH, Pang JL, Zhu GW, He YX, Wu JL, and Sun YG.
DOI: 10.17632/pyj66xy54k
title: LDHU3_20.0290

description: Deoxyhypusine synthase | DHSL20; Leishmania donovani (HU3 strain)
DOI: 10.17632/pyj66xy54k.1
title: LDHU3_20.0290

description: Deoxyhypusine synthase | DHSL20; Leishmania donovani (HU3 strain)
DOI: 10.17632/hcfvnx3wmk
title: The use of source-specific biomarkers to assess the sinking efficiency of particulate organic carbon from eutrophication in large shallow lakes

description: Raw data for all figures and tables in the manuscript titled “The use of source-specific biomarkers to assess the sinking efficiency of particulate organic carbon from eutrophication in large shallow lakes” by Xu YH, Pang JL, Zhu GW, He YX, Wu JL, and Sun YG.
DOI: 10.17632/hcfvnx3wmk.1
title: The use of source-specific biomarkers to assess the sinking efficiency of particulate organic carbon from eutrophication in large shallow lakes

description: Raw data for all figures and tables in the manuscript titled “The use of source-specific biomarkers to assess the sinking efficiency of particulate organic carbon from eutrophication in large shallow lakes” by Xu YH, Pang JL, Zhu GW, He YX, Wu JL, and Sun YG.
DOI: 10.17632/dz476g3k42.3
title: Replication data for When Facebook is the Internet: The Role of Social Media in ethnic Conflict

description: This repository contains the final data set used in the analysis (mmr_data.RData), the raw data files which can be freely distributed, and the R code used to create the data and the tables and figures in the paper. See the README file as well as Appendix A for more details.
DOI: 10.17632/ygfj484km6.1
title: High-temperature deuterium tracks the thermal stability of hydroxyl in epidote and zoisite

description: This dataset is limited to use in articles where the title is "High-temperature deuterium tracks the thermal stability of hydroxyl in epidote and zoisite". The dataset includes 13 figures, 4 tables, 1 supplementary figure, and 2 supplementary tables. It also includes a CIF file.
DOI: 10.17632/d63grb8csw.1
title: Replication material for "The Economic Impact of Deepening Trade Agreements"

description: Replication material for "The Economic Impact of Deepening Trade Agreements", previously circulated as (" The Economic Impact of Deepening Trade Agreements") by Lionel Fontagné, Nadia Rocha, Michele Ruta and Gianluca Santoni. 

This paper explores the economic impacts of preferential trade agreements, conditional on their level of ambition. The quantification analysis relies on a comprehensive characterization of the provisions included in PTAs based on a new database compiled by the World Bank. We use information on all policy domains (excluding tariffs) covering objectives, substantive commitments, regulatory requirements and enforcement procedures included in legal texts and annexes of the 278 PTAs in force and notified to the WTO up to 2018. We cluster these 278 agreements, encompassing 910 provisions over 18 policy areas and estimate the trade elasticity for the different clusters. Importantly, we take the gravity equation seriously and integrate internal trade flows in the estimation of the trade impacts of the different types of PTAs. We compile the largest database for which internal and international trade is available in a panel, based on the last release of UNIDO data. We then use these elasticities in a series of general equilibrium counterfactual situations for endowment economies. We rely on a general equilibrium gravity model for and endowment economy and change the ambition of existing agreements between country pairs. It reveals that deepening existing agreements (the intensive margin of regional integration) could boost world trade by 3.9 percent and world GDP by 0.9 percent. 

The main replication folder includes the file "Cluster_list_oct_2021" reporting the list of agreements and the associated cluster. The replication folder is organised in different subfolders: data, progs, figures.
DOI: 10.17632/h5krbcbjzg
title: LDHU3_20.0340

description: Developmentally regulated phosphoprotein-like protein; Leishmania donovani (HU3 strain)
DOI: 10.17632/h5krbcbjzg.1
title: LDHU3_20.0340

description: Developmentally regulated phosphoprotein-like protein; Leishmania donovani (HU3 strain)
DOI: 10.17632/w6kpdhwpp3.1
title: Swi/Snf Chromatin Remodeling Regulates Transcriptional Interference and Gene Repression

description: Raw data of the blots shown in Figures 3, 4, 5, S2, S4 and S5 from the following manuscript: Swi/Snf Chromatin Remodeling Regulates Transcriptional Interference and Gene Repression

Kaitlin Morse, Alena L. Bishop, Sarah Swerdlow, Jessica M. Leslie1, and Elçin Ünal