cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5517/ccdc.csd.cc2b8kbj
title: CCDC 2153177: Experimental Crystal Structure Determination

description: Related Article: Magdalena Woińska, Sylwia Pawlędzio, Michał L. Chodkiewicz, Krzysztof Woźniak|2023|J.Phys.Chem.A|127|3020|doi:10.1021/acs.jpca.2c06998
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.cc2b8kck
title: CCDC 2153178: Experimental Crystal Structure Determination

description: Related Article: Magdalena Woińska, Sylwia Pawlędzio, Michał L. Chodkiewicz, Krzysztof Woźniak|2023|J.Phys.Chem.A|127|3020|doi:10.1021/acs.jpca.2c06998
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: 10.6084/m9.figshare.24566416
title: Developmental IGE Interaction Plot Dataset

description: DIGE_Data_Interaction_Plot - Transformed dataset where each row represents a focal individual's aggressive behavior towards a partner on either day 1 or day 2 of the experiment.FocalGenotype - Genotype of the focal individual on day 1 and day 2AggressionDay - Variable referring to focal aggression on either day 1 or day 2 of the experimental trialsAggression - Aggression of the focal individualPartnerGenotype1 - Gentoype of the partner individual on day 1
DOI: 10.6084/m9.figshare.24566416.v1
title: Developmental IGE Interaction Plot Dataset

description: DIGE_Data_Interaction_Plot - Transformed dataset where each row represents a focal individual's aggressive behavior towards a partner on either day 1 or day 2 of the experiment.FocalGenotype - Genotype of the focal individual on day 1 and day 2AggressionDay - Variable referring to focal aggression on either day 1 or day 2 of the experimental trialsAggression - Aggression of the focal individualPartnerGenotype1 - Gentoype of the partner individual on day 1
DOI: 10.6084/m9.figshare.24565858
title: Developmental IGE Dataset

description: DevIGE_Data - Dataset measuring aggressive behavior between paired males on day 1 and day 2 of the experiment.Trial1- Trial number on day 1Date1- Date trial was conducted on day 1Observer1 - Researcher who recorded aggression data on day 1FocalGenotype - Genotype of the focal individual on day 1 and day 2. DGRP lines were generated by Trudy Mackay's lab (Mackay TF, Richards S, Stone EA, Barbadilla A, Ayroles JF, Zhu D, Casillas S, Han Y, Magwire MM, Cridland JM, Richardson MF, Anholt RR, Barrón M, Bess C, Blankenburg KP, Carbone MA, Castellano D, Chaboub L, Duncan L, Harris Z, Javaid M, Jayaseelan JC, Jhangiani SN, Jordan KW, Lara F, Lawrence F, Lee SL, Librado P, Linheiro RS, Lyman RF, Mackey AJ, Munidasa M, Muzny DM, Nazareth L, Newsham I, Perales L, Pu LL, Qu C, Ràmia M, Reid JG, Rollmann SM, Rozas J, Saada N, Turlapati L, Worley KC, Wu YQ, Yamamoto A, Zhu Y, Bergman CM, Thornton KR, Mittelman D, Gibbs RA. The Drosophila melanogaster Genetic Reference Panel. Nature. 2012 Feb 8;482(7384):173-8. doi: 10.1038/nature10811. PMID: 22318601; PMCID: PMC3683990) and are available from the Bloomington Stock Center at the University of Indiana (https://bdsc.indiana.edu/stocks/wt/dgrp.html), stock numbers:RAL - 208: stock #25174RAL - 335: stock # 25183RAL - 360: stock # 25186RAL - 637: stock #25199RAL - 707: stock #25200<br>FocalColor1 - Color the focal individual was painted on day 1 and 2PartnerGenotype - Gentoype of the partner individual on day 1FocalAggression1 - Counts of how often the focal individual performed an aggressive behavior on day 1PartnerAggression1 - Counts of how often the partner on day 1 performed an aggressive behaviorTrial2- Trial number on day 2Date2- Date trial was conducted on day 2Observer2 - Researcher who recorded aggression data on day 2CSMale2 - Treatment indicating the prior social experience of the day 2 new opponent, H (group-housed) or S (socially isolated)CSColor2 - Color the new opponent was painted on day 2FocalAggression2 - Counts of how often the focal individual performed an aggressive behavior on day 2CSAggression2 - Counts of how often the new opponent performed an aggressive behavior on day 2
DOI: 10.6084/m9.figshare.24565858.v1
title: Developmental IGE Dataset

description: DevIGE_Data - Dataset measuring aggressive behavior between paired males on day 1 and day 2 of the experiment.Trial1- Trial number on day 1Date1- Date trial was conducted on day 1Observer1 - Researcher who recorded aggression data on day 1FocalGenotype - Genotype of the focal individual on day 1 and day 2. DGRP lines were generated by Trudy Mackay's lab (Mackay TF, Richards S, Stone EA, Barbadilla A, Ayroles JF, Zhu D, Casillas S, Han Y, Magwire MM, Cridland JM, Richardson MF, Anholt RR, Barrón M, Bess C, Blankenburg KP, Carbone MA, Castellano D, Chaboub L, Duncan L, Harris Z, Javaid M, Jayaseelan JC, Jhangiani SN, Jordan KW, Lara F, Lawrence F, Lee SL, Librado P, Linheiro RS, Lyman RF, Mackey AJ, Munidasa M, Muzny DM, Nazareth L, Newsham I, Perales L, Pu LL, Qu C, Ràmia M, Reid JG, Rollmann SM, Rozas J, Saada N, Turlapati L, Worley KC, Wu YQ, Yamamoto A, Zhu Y, Bergman CM, Thornton KR, Mittelman D, Gibbs RA. The Drosophila melanogaster Genetic Reference Panel. Nature. 2012 Feb 8;482(7384):173-8. doi: 10.1038/nature10811. PMID: 22318601; PMCID: PMC3683990) and are available from the Bloomington Stock Center at the University of Indiana (https://bdsc.indiana.edu/stocks/wt/dgrp.html), stock numbers:RAL - 208: stock #25174RAL - 335: stock # 25183RAL - 360: stock # 25186RAL - 637: stock #25199RAL - 707: stock #25200<br>FocalColor1 - Color the focal individual was painted on day 1 and 2PartnerGenotype - Gentoype of the partner individual on day 1FocalAggression1 - Counts of how often the focal individual performed an aggressive behavior on day 1PartnerAggression1 - Counts of how often the partner on day 1 performed an aggressive behaviorTrial2- Trial number on day 2Date2- Date trial was conducted on day 2Observer2 - Researcher who recorded aggression data on day 2CSMale2 - Treatment indicating the prior social experience of the day 2 new opponent, H (group-housed) or S (socially isolated)CSColor2 - Color the new opponent was painted on day 2FocalAggression2 - Counts of how often the focal individual performed an aggressive behavior on day 2CSAggression2 - Counts of how often the new opponent performed an aggressive behavior on day 2
DOI: 10.5281/zenodo.10022685
title: Plant science corpus

description: The plant science corpus consists of the titles and abstracts of plant science articles in PubMed published prior to 2021 with a small number of 2021 records due to modification of records. The columns are:

Index: integer index serving as identifier
PMID: PubMed identifier
Date: Publication date
Journal: journal where the article was published
Title: Title of the article
Abstract: Abstract of the article
Corpus: Title and abstract combined
Text classification score: plant science record prediction model score
Preprocessed corpus: Corpus after lower-casing, stop word removal, removal of non-alphanumeric and non-white space characters, lemmitisation
Topic: index of topics after topic modeling
DOI: 10.5281/zenodo.10022686
title: Plant science corpus

description: The plant science corpus consists of the titles and abstracts of plant science articles in PubMed published prior to 2021 with a small number of 2021 records due to modification of records. The columns are:

Index: integer index serving as identifier
PMID: PubMed identifier
Date: Publication date
Journal: journal where the article was published
Title: Title of the article
Abstract: Abstract of the article
Corpus: Title and abstract combined
Text classification score: plant science record prediction model score
Preprocessed corpus: Corpus after lower-casing, stop word removal, removal of non-alphanumeric and non-white space characters, lemmitisation
Topic: index of topics after topic modeling
DOI: 10.17882/95455
title: GEOCEAN-NC 2019 - Measuring sea level in Noumea Lagoon for Cal/Val studies

description: As part of the FOAM project, the GEOCEAN NC 2019 campaign was focused on the sea level question, with geodetic measurements using both bottom pressure sensors (deployment of 5 tide gauge) and GPS systems (deployment of various floating platforms). The data collected has several objectives: 1. Quantifying the setup and its variations in the Lagoon over a profile ranging from the coral reef to the Noumea tide gauge. 2. Acquiring in situ sea level data under altimetry satellite tracks for the purposes of satellite calibration/validation studies. 3. Acquiring and improving the GPS data processing procedure for sea level mapping. This campaign took place between 3 and 15 October 2019, on board the R/V ALIS in the Noumea lagoon, with the support and assistance of the IRD, Shom, DITTT and the US IMAGO team from the IRD in Noumea.
DOI: 10.15148/41ec7eb7-2bf3-46ca-8bb2-ac54a50368cf
title: Time series of type chemistry in Le Tarn basin - PARC NATIONAL CEVENNES observatory - KARST observatory network - OZCAR Critical Zone network Research Infrastructure

description: Data of type chemistry measured on Le Tarn basin within the framework of the PARC NATIONAL CEVENNES observatory, that is part of the KARST observatory network. The KARST observatory network aims to strengthen knowledge-sharing and to promote cross-disciplinary research on karst systems, in the framework of the OZCAR Critical Zone network Research Infrastructure.Data consist in 15 time series on 8 station(s). The measured parameters are: Conductivity (µS/cm), Water temperature (°C).Measurements start on 14-12-2016 and end on 04-11-2020
DOI: 10.57967/hf/1351
title: Curated_GoldStandard_Hoyal_Cuthill
DOI: 10.6084/m9.figshare.24243646
title: <b>Ammonia-oxidizing archaea and bacteria differentially contribute to ammonia oxidation in soil under precipitation gradient and land legacy</b>

description: We resolved 28 AOA and AOB Metagenome Assembled Genomes (MAGs), and found that they were significantly higher in drier environments, and differentially abundant in different land legacies.
DOI: 10.5281/zenodo.10137738
title: Data associated with studies on wind and phoretic dispersal of crapemyrtle bark scale

description: These are data associated with studies on the wind-mediated and phoretic dispersal of crapemyrtle bark scale.
DOI: 10.5281/zenodo.10137739
title: Data associated with studies on wind and phoretic dispersal of crapemyrtle bark scale

description: These are data associated with studies on the wind-mediated and phoretic dispersal of crapemyrtle bark scale.
DOI: 10.15148/63469c81-96ca-4668-b569-9837da030ad7
title: Time series of type hydrology-hydrogeology in Le Tarn basin - PARC NATIONAL CEVENNES observatory - KARST observatory network - OZCAR Critical Zone network Research Infrastructure

description: Data of type hydrology-hydrogeology measured on Le Tarn basin within the framework of the PARC NATIONAL CEVENNES observatory, that is part of the KARST observatory network. The KARST observatory network aims to strengthen knowledge-sharing and to promote cross-disciplinary research on karst systems, in the framework of the OZCAR Critical Zone network Research Infrastructure.Data consist in 15 time series on 8 station(s). The measured parameters are: Discharge (m3/s), Water level (cm), Water level (m).Measurements start on 14-12-2016 and end on 04-11-2020
DOI: 10.15148/dc834b8b-22be-46b2-a8fd-7fa5a210c16d
title: Time series of type climatology-meteorology-atmosphere in Le Tarn basin - PARC NATIONAL CEVENNES observatory - KARST observatory network - OZCAR Critical Zone network Research Infrastructure

description: Data of type climatology-meteorology-atmosphere measured on Le Tarn basin within the framework of the PARC NATIONAL CEVENNES observatory, that is part of the KARST observatory network. The KARST observatory network aims to strengthen knowledge-sharing and to promote cross-disciplinary research on karst systems, in the framework of the OZCAR Critical Zone network Research Infrastructure.Data consist in 2 time series on 1 station(s). The measured parameters are: Air temperature (°C), Precipitation amount (mm).Measurements start on 29-03-2017 and end on 01-03-2022
DOI: 10.5281/zenodo.10131987
title: Data for "MS²Rescore 3.0 is a modular, flexible, and user-friendly platform to boost peptide identifications, as showcased with MS Amanda 3.0"

description: This data set contains reanalyzed data from the "MS2 500 ms" and "MS2 750 ms" workflow originally published by Furtwängler et al. 2022. 
The full data set is available on ProteomeXchange via the PRIDE partner repository using ID PXD029320.  
This data set contains, for both workflows 

mzML files
Output files from analysis with MS Amanda + settings file
Output files from analysis with MS Amanda in combination with Percolator + settings file
Percolator pin files
Output files from analysis with MS²Rescore
DOI: 10.5281/zenodo.10131986
title: Data for "MS²Rescore 3.0 is a modular, flexible, and user-friendly platform to boost peptide identifications, as showcased with MS Amanda 3.0"

description: This data set contains reanalyzed data from the "MS2 500 ms" and "MS2 750 ms" workflow originally published by Furtwängler et al. 2022. 
The full data set is available on ProteomeXchange via the PRIDE partner repository using ID PXD029320.  
This data set contains, for both workflows 

mzML files
Output files from analysis with MS Amanda + settings file
Output files from analysis with MS Amanda in combination with Percolator + settings file
Percolator pin files
Output files from analysis with MS²Rescore
DOI: 10.5281/zenodo.10137799
title: OpenAlex Book Publications 2013-2022
DOI: 10.5281/zenodo.10137800
title: OpenAlex Book Publications 2013-2022
DOI: 10.6084/m9.figshare.23546271
title: Ding_Eldridge_removal_service_database

description: Summary: This dataset is used to support the paper: "Ding and Eldridge. 2023. Ecosystem service trade-offs resulting from woody plant removal vary with biome, encroachment stage and removal method. Journal of Applied Ecology"
DOI: 10.25790/bml0cm.154
title: Data.zip
DOI: 10.6084/m9.figshare.24493435
title: Supplementary data

description: Supplementary data for “Transport and deposition of ocean-sourced microplastic particles by a North Atlantic hurricane”
DOI: 10.6084/m9.figshare.24493435.v1
title: Supplementary data

description: Supplementary data for “Transport and deposition of ocean-sourced microplastic particles by a North Atlantic hurricane”
DOI: 10.5281/zenodo.10137680
title: KNMI'23 national climate scenarios - background dataset

description: Dataset associated with Van der Wiel et al. (202?): KNMI'23 climate scenarios for the Netherlands: storyline scenarios of regional climate change, Earth's Future, in review.
This dataset contains the CMIP6 data and EC-Earth3/RACMO data that formed the basis for the KNMI'23 national climate scenarios for the Netherlands (www.knmi.nl/klimaatscenarios). Full details on the methodology, including the origin of this dataset, can be found in the above referenced paper.

original_ensembles.tar.gz - Contains the original CMIP6, EC-Earth3 and RACMO-based time series for the NL and NL+RM regions, for all variables of interest (TAS, PR, PET, WBDEFICIT, RSDS, PR10DMAX). Additionally, for TAS also global-mean time series are provided. Data from the historical experiment and three SSP-scenario experiments (SSP1-2.6, SSP2-4.5, SSP5-8.5) are provided.
resampled_ensembles.tar.gz - Contains resampled datasets of EC-Earth3 and RACMO data, for each scenario-time horizon combination (Ld,Ln,Md,Mn,Hd,Hn, and 2050,2100,2150). Again these are the NL and NL+RM regional mean time series, for the variables of interest.
Final data products for the KNMI'23 national climate scenarios can be downloaded from https://klimaatscenarios-data.knmi.nl/.
DOI: 10.57745/rv7bmp
title: cooper.zip

description: Model cooper netlogo + input folder
DOI: 10.57754/fdat.mn7xy-y0b67
title: TüBa-J/S: Tübinger Baumbank des Japanischen/Spontansprache
title: TüBa-J/S: Tübingen Treebank of Spoken Japanese

description: Die TüBa-J/S-Baumbank wurde im Projekt Verbmobil erstellt. Verbmobil war ein langfristig angelegtes Projekt zur maschinellen Übersetzung von Spontansprache, das vom Bundesministerium für Bildung und Forschung (BMBF) gefördert wurde. Die Tübinger Baumbank des Japanischen / Spontansprache (TüBa-J/S) ist ein syntaktisch annotiertes Korpus auf der Grundlage von spontansprachlichen Dialogen, die manuell transliteriert wurden. Sie umfasst ca. 18.000 Sätze bzw. 160.000 Wörter. Die Annotation erfolgte von Hand. Die syntaktische Annotation basiert auf HPSG Prinzipien. Das Annotationsschema unterscheidet drei Ebenen syntaktischer Konstituenz: die lexikalische Ebene, die phrasale Ebene und die Satzebene. Zusätzlich zur Konstituentenstruktur sind die Kanten zwischen den Knoten mit Labels annotiert. Diese Kantenlabels beschreiben grammatische Funktionen (als Relationen zwischen Phrasen) sowie die Unterscheidung zwischen Head und Non-Head (phrasenintern). Die Annotationen wurden 2006 beim CoNLL-X Shared Task: Multi-lingual Dependency Parsing als Trainingsdaten verwendet und sind in der normalen Baumbanklizenz enthalten.
description: The TüBa-J/S treebank was annotated in the project Verbmobil . Verbmobil was a longterm Machine Translation project for spontaneous speech funded by the Federal Ministry for Education and Research (BMBF). The Tübingen Treebank of Spoken Japanese, TüBa-J/S, is a syntactically annotated corpus based on spontaneous dialogues, which were manually transliterated. The treebank comprises approximately 18.000 sentences (ca. 160.000 words). The syntactic annotation was performed manually. The syntactic annotation is HPSG-oriented. The annotation scheme distinguishes three levels of syntactic constituency: the lexical level, the phrasal level, and the clausal level. In addition to constituent structure, annotated trees contain edge labels between nodes. These edge labels encode grammatical functions (as relation between phrases) and the distinction between heads and non-heads (as phrase-internal relations). Annotations were used as training data at the CoNLL-X Shared Task: Multi-lingual Dependency Parsing in 2006 and are included in the normal treebank license.
DOI: 10.57754/fdat.9xadv-2aq74
title: TüBa-E/S: Tübinger Baumbank des Englischen/Spontansprache
title: TüBa-E/S: Tübingen Treebank of Spoken English

description: Die TüBa-E/S-Baumbank wurde im Projekt Verbmobil erstellt. Verbmobil war ein langfristig angelegtes Projekt zur maschinellen Übersetzung von Spontansprache, das vom Bundesministerium für Bildung und Forschung (BMBF) gefördert wurde. Die Tübinger Baumbank des Englischen / Spontansprache (TüBa-E/S) ist ein syntaktisch annotiertes Korpus auf der Grundlage von spontansprachlichen Dialogen, die manuell transliteriert wurden. Sie umfasst ca. 30.000 Sätze bzw. 310.000 Wörter. Die Annotation erfolgte von Hand. Die syntaktische Annotation basiert auf HPSG-Prinzipien. Das Annotationsschema unterscheidet drei Ebenen syntaktischer Konstituenz: die lexikalische Ebene, die phrasale Ebene und die Satzebene. Zusätzlich zur Konstituentenstruktur sind die Kanten zwischen den Knoten mit Labels annotiert. Diese Kantenlabels beschreiben grammatische Funktionen (als Relationen zwischen Phrasen) sowie die Unterscheidung zwischen Head und Non-Head (phrasenintern).
description: The TüBa-E/S treebank was annotated in the project Verbmobil. Verbmobil was a longterm Machine Translation project for spontaneous speech funded by the Federal Ministry of Education and Research (BMBF). The Tübingen Treebank of Spoken English, TüBa-E/S, is a syntactically annotated corpus based on spontaneous dialogues, which were manually transliterated. The treebank comprises approximately 30 000 sentences (ca. 310 000 words). The syntactic annotation was performed manually. The syntactic annotation is HPSG oriented. The annotation scheme distinguishes three levels of syntactic constituency: the lexical level, the phrasal level, and the clausal level. In addition to constituent structure, annotated trees contain edge labels between nodes. These edge labels encode grammatical functions (as relation between phrases) and the distinction between heads and non-heads (as phrase-internal relations).
DOI: 10.3886/e194442
title: ECIN Replication Package for "Broadband and Rural Development: Impacts of the USDA Broadband Initiatives Program (BIP) on Saving and Creating Jobs"

description: We study the impact of the USDA’s Broadband Initiatives Program (BIP) on business outcomes in program recipient areas. The BIP was established by the American Recovery and Reinvestment Act (ARRA) of 2009 and implemented by the Rural Utilities Service (RUS) of the USDA Rural Development Mission Area. It was a $2.5 billion program (appropriations) that provided grants and loans to support broadband provision in unserved and underserved areas that were primarily rural. This research combines RUS program administrative data on BIP loans and grants and business outcomes and attributes data from the National Establishment Time Series (NETS) data. We use a quasi-experimental research design that combines matching with difference-in-differences (DiD) estimation to identify the causal effect of the BIP program on employment change at the establishment level and on business survival. Focusing on businesses that already existed in 2010, we find that the average employment decreased in both BIP and non-BIP area businesses during the post-program period, but the decline was slower for businesses in BIP areas. The statistical significance of the differences in employment change between the two groups indicates a positive impact of the program. A disaggregated view of the employment impacts show that the positive employment impact is mainly found to be statistically significant in metro counties, the service sector, and employer establishments. Results also show that businesses in BIP areas were less likely to fail compared to businesses in non-BIP areas and this effect is found to be different across metro/nonmetro counties, employer vs. nonemployer businesses, and broad industrial sectors.
description: Smallest Geographic Unit: business level
description: other;