cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.1285/i20705948v12n3p604
title: Counting the unmarked: Estimating animal population using count data

description: Understanding population parameters are important tools for wildlife management, and one of the key objectives of the ecological research. Motion sensor cameras are a widely used tool to estimate abundance and densities of species that are identifiable based on the natural markings on their bodies. Though camera trapping provides information such as count data, on species that are not individually identifiable, estimating population size using conventional capture-recapture methodologies is not possible hindering estimating population information of several wildlife species. However, recent methodologies help use camera trapping data to bridge this gap. Here we extend the model of Chandler and Royle (2013), with suitable modifications, and used camera trap detection data to estimate abundance and density of eight wild-prey, and five domestic prey species of leopards (Panthera pardus fusca). In this context, a new procedure has been proposed, based on grouping of the count data, which is useful in cases of large encounters. The current model should apply widely to a range of other unmarked wildlife species such as dholes, lions, golden jackal, Indian fox, ratel, to name a few, that could help understand prey-predator relationships, competition, trophic interactions, species interactions and other similar ecological questions. The methodology could also reduce costs, and maximise the utilisation of existing camera trapping data. The methodology helps understanding population parameters of several endangered, unmarked species to draw up conservation strategies whose estimates are currently largely based on educational guess.
DOI: 10.15468/3gbold
title: New interpretations of the genus Sinocyrtaspis Liu, 2000 (Orthoptera: Tettigoniidae: Meconematinae) from China

description: This dataset contains the digitized treatments in Plazi based on the original journal article Wang, Tao, Xin, Yarui, Shi, Fuming (2020): New interpretations of the genus Sinocyrtaspis Liu, 2000 (Orthoptera: Tettigoniidae: Meconematinae) from China. Zootaxa 4718 (4): 584-590, DOI: https://doi.org/10.11646/zootaxa.4718.4.11
DOI: 10.5258/soton/d1190
title: Clinician survey data
DOI: 10.15468/i49a08
title: Nesting biology and distribution of Stenancistrocerus (Paratropancistrocerus) obstrictus (Morawitz, 1895) (Hymenoptera: Vespidae: Eumeninae)

description: This dataset contains the digitized treatments in Plazi based on the original journal article Fateryga, Alexander V. (2020): Nesting biology and distribution of Stenancistrocerus (Paratropancistrocerus) obstrictus (Morawitz, 1895) (Hymenoptera: Vespidae: Eumeninae). Zootaxa 4718 (4): 591-600, DOI: https://doi.org/10.11646/zootaxa.4718.4.12
DOI: 10.21227/06v1-tx61
title: WIKIBIOCN

description: A Chinese dataset for table-to-text generation named WIKIBIOCN which inculeds 33,244 biography sentences with related tables from Chinese Wikipedia (July 2018).The dataset is divided into training set (30,000), verification set (1000) and test set (2,244).
DOI: 10.21227/hjfd-1f88
title: WIKIBIOCN

description: A Chinese dataset for table-to-text generation named WIKIBIOCN which inculeds 33,244 biography sentences with related tables from Chinese Wikipedia (July 2018).The dataset is divided into training set (30,000), verification set (1000) and test set (2,244).
DOI: 10.15468/1izp7g
title: A new genus and two new species of stoneflies (Plecoptera: Perlodidae) from Guizhou Province, China

description: This dataset contains the digitized treatments in Plazi based on the original journal article Huo, Qing-Bo, Du, Yu-Zhou (2020): A new genus and two new species of stoneflies (Plecoptera: Perlodidae) from Guizhou Province, China. Zootaxa 4718 (4): 470-480, DOI: https://doi.org/10.11646/zootaxa.4718.4.2
DOI: 10.15468/xtqg70
title: A new species of Micrathyria Kirby, 1889 from México and Central America (Anisoptera: Libellulidae), with a key to Mexican species

description: This dataset contains the digitized treatments in Plazi based on the original journal article González-Soriano, Enrique (2020): A new species of Micrathyria Kirby, 1889 from México and Central America (Anisoptera: Libellulidae), with a key to Mexican species. Zootaxa 4718 (2): 184-190, DOI: https://doi.org/10.11646/zootaxa.4718.2.2
DOI: 10.5281/zenodo.3602860
title: Microbiota of sows and their offspring

description: Microbiota composition was determined of sow feces, sow vaginal swabs and piglet jejunal digesta. Samples were frozen on dry-ice and stored at -80°C. To isolate DNA, samples were mixed in a 1:1 ratio with phosphate buffered saline (PBS) and centrifuged for 5 min at 4°C at 300<em>xg</em>. Supernatant was collected and centrifuged for 10 min at 4°C at 9000<em>xg</em>. DNA was extracted from the pellet using the “QIAamp DNA stool minikit” (Qiagen, Valencia, CA, USA) according to manufacturers’ instructions, after mechanical shearing of the bacteria in Lysing Matrix B tubes using the FastPrep-24 (MP Biomedicals, Solon, OH, USA). Quality and quantity of DNA were checked using the NANOdrop (Agilent Technologies, Santa Clara, CA, USA). PCR was used to amplify (20 cycles) the 16S rRNA gene V3 fragment using forward primer V3_F (CCTACGGGAGGCAGCAG) and reverse primer V3_R (ATTACCGCGGCTGCTGG). PCR efficiency was checked on agarose gel. Amplicons were sequenced using paired-end, excluding one sample that did not pass the quality control, 150bp technology on a MiSeq sequencer (Illumina, San Diego, CA, USA) at a sequencing depth in the range of 196K-1.2M read-pairs per sample (median 670,647 read-pairs per sample).
description: This dataset is already pre-processed and can be directly loaded in R using the phyloseq package.
DOI: 10.5281/zenodo.3602861
title: Microbiota of sows and their offspring

description: Microbiota composition was determined of sow feces, sow vaginal swabs and piglet jejunal digesta. Samples were frozen on dry-ice and stored at -80°C. To isolate DNA, samples were mixed in a 1:1 ratio with phosphate buffered saline (PBS) and centrifuged for 5 min at 4°C at 300<em>xg</em>. Supernatant was collected and centrifuged for 10 min at 4°C at 9000<em>xg</em>. DNA was extracted from the pellet using the “QIAamp DNA stool minikit” (Qiagen, Valencia, CA, USA) according to manufacturers’ instructions, after mechanical shearing of the bacteria in Lysing Matrix B tubes using the FastPrep-24 (MP Biomedicals, Solon, OH, USA). Quality and quantity of DNA were checked using the NANOdrop (Agilent Technologies, Santa Clara, CA, USA). PCR was used to amplify (20 cycles) the 16S rRNA gene V3 fragment using forward primer V3_F (CCTACGGGAGGCAGCAG) and reverse primer V3_R (ATTACCGCGGCTGCTGG). PCR efficiency was checked on agarose gel. Amplicons were sequenced using paired-end, excluding one sample that did not pass the quality control, 150bp technology on a MiSeq sequencer (Illumina, San Diego, CA, USA) at a sequencing depth in the range of 196K-1.2M read-pairs per sample (median 670,647 read-pairs per sample).
description: This dataset is already pre-processed and can be directly loaded in R using the phyloseq package.
DOI: 10.1285/i20705948v12n3p619
title: Inference on P(X less than Y) in bivariate Lomax model

description: In this article we consider the estimation of the stress-strength reliability parameter, R = P(X less than Y ) when the stress (X) and the strength (Y ) are dependent random variables distributed as bivariate Lomax model. The maximum likelihood, moment and Bayes estimators are derived. We obtained Bayes estimators using symmetric and asymmetric loss functions via squared error loss and Linex loss functions respectively. Since there are no closed forms for the Bayes estimators, we used an approximation based on Lindley's method to obtain Bayes estimators under these loss functions. An extensive computer simulation is used to compare the performance of the proposed estimators using three criteria, namely, relative bias, mean squared error and Pitman nearness (PN) probability. Real data application is provided to illustrate the performance of our proposed estimators.
DOI: 10.15468/6lkwlv
title: Rubiaphis, a new aphid genus from the Altai Republic (Homoptera: Aphididae, Macrosiphini)

description: This dataset contains the digitized treatments in Plazi based on the original journal article Stekolshchikov, Andrey V., Novgorodova, Tatiana A. (2020): Rubiaphis, a new aphid genus from the Altai Republic (Homoptera: Aphididae, Macrosiphini). Zootaxa 4718 (1): 145-150, DOI: https://doi.org/10.11646/zootaxa.4718.1.12
DOI: 10.7910/dvn/jvvpmg/8zenas
title: CitationKeywords.sqlite3

description: :unav
DOI: 10.7910/dvn/jvvpmg/mxnmgz
title: CitationNetwork.sqlite3

description: :unav
DOI: 10.5285/3572b3ef-5713-4039-9f5c-5648cbf59e72
title: River Rating Curves and Equations, Kwale County, Kenya

description: The data sets contain the rating curves and equations, approved stage (H) discharge (Q) data for the purposed of building river rating information for three hydrometric stations: 3KD06 and KISCOL weir on Mukurumudzi River and Eshu Bridge on Ramisi River, in Kwale. See also Wara et al. 2019: https://doi.org/10.4236/jwarp.2019.114028
DOI: 10.1285/i20705948v12n3p637
title: A Statistical Model for the Self-evaluation of Teacher Satisfaction in School Management: a Study in the Italian Secondary School

description: Job Satisfaction is a set of favorable or unfavorable feelings and emotions linked to how employees view their work environment, and supervisors need to be attentive to employee satisfaction levels. If employees are not satisfied with their jobs, the overall progress of the entire system is affected. This paper reports on a teacher job satisfaction study that examined a sample of 362 teachers. The Common Assessment Framework and Education questionnaire was  used to collect data. The aim of the study is to identify, by a Structural equation model, the factors that most influence Job Satisfaction taking into account age,  total years of service and gender. The results underlines a significant difference between male/female in Job Satisfaction model.
DOI: 10.15468/khcodv
title: Review of Mesozoic Perissommatidae (Insecta: Diptera)

description: This dataset contains the digitized treatments in Plazi based on the original journal article Lukashevich, Elena D., Blagoderov, Vladimir A. (2020): Review of Mesozoic Perissommatidae (Insecta: Diptera). Zootaxa 4718 (4): 481-496, DOI: https://doi.org/10.11646/zootaxa.4718.4.3
DOI: 10.5281/zenodo.3601882
title: PyPSA-Eur: An Open Optimisation Model of the European Transmission System (Dataset)

description: <strong>PyPSA-Eur</strong> is an open model dataset of the European power system at the transmission network level that covers the full ENTSO-E area. The software pipeline to assemble the model is developed at https://github.com/PyPSA/PyPSA-eur and documentation is available at pypsa-eur.readthedocs.io. <strong>This repository provides pre-built PyPSA networks resulting from corresponding PyPSA-Eur Releases using the default configuration!</strong> The model alternating current lines at and above 220 kV voltage level and all high voltage direct current lines, substations, an open database of conventional power plants, time series for electrical demand and variable renewable generator availability, and geographic potentials for the expansion of wind and solar power. It only includes freely available and open data. It provides a fully automated free software pipeline to assemble the load-flow-ready model from the original datasets, which enables easy configuration, replacement and<br> improvement of the individual parts. The model is suitable both for operational studies and generation and transmission expansion planning studies. Some basic validation is provided in a paper describing the dataset: Jonas Hörsch, Fabian Hofmann, David Schlachtberger, and Tom Brown. PyPSA-Eur: An open optimisation model of the European transmission system. Energy Strategy Reviews, 22:207-215, 2018. https://arxiv.org/abs/1806.01613, https://doi.org/10.1016/j.esr.2018.08.012.
DOI: 10.5281/zenodo.3603079
title: Evaluation of Image Filters for their integration with LSQR Computerized Tomography Reconstruction Method

description: Projection data used for the results, including the A matrix and b projections vector for resolution 512x512 and different number of views. Reference image included. Format for Matlab (.mat files).
DOI: 10.5281/zenodo.3603080
title: Evaluation of Image Filters for their integration with LSQR Computerized Tomography Reconstruction Method

description: Projection data used for the results, including the A matrix and b projections vector for resolution 512x512 and different number of views. Reference image included. Format for Matlab (.mat files).
DOI: 10.15468/7bcjlo
title: Filling biogeographic gaps about the shrimp Farfantepenaeus isabelae Tavares & Gusmão, 2016 (Decapoda: Penaeidae) in South America

description: This dataset contains the digitized treatments in Plazi based on the original journal article França, Nielson F. C., Alencar, Carlos E. R. D., Mantelatto, Fernando L., Freire, Fúlvio A. M. (2020): Filling biogeographic gaps about the shrimp Farfantepenaeus isabelae Tavares & Gusmão, 2016 (Decapoda: Penaeidae) in South America. Zootaxa 4718 (4): 497-508, DOI: https://doi.org/10.11646/zootaxa.4718.4.4
DOI: 10.15468/skg87f
title: Stolephorus babarani, a new species of anchovy (Teleostei: Clupeiformes Engraulidae) from Panay Island, central Philippines

description: This dataset contains the digitized treatments in Plazi based on the original journal article Hata, Harutaka, Lavoué, Sébastien, Motomura, Hiroyuki (2020): Stolephorus babarani, a new species of anchovy (Teleostei: Clupeiformes Engraulidae) from Panay Island, central Philippines. Zootaxa 4718 (4): 509-520, DOI: https://doi.org/10.11646/zootaxa.4718.4.5
DOI: 10.15468/xkj3ap
title: Palaeoplex gen. nov. and Lufubuchromis gen. non, two new monotypic cichlid genera (Teleostei: Cichlidae) from northern Zambia

description: This dataset contains the digitized treatments in Plazi based on the original journal article Schedel, Frederic D. B., Kupriyanov, Viviane M. S., Katongo, Cyprian, Schliewen, Ulrich K. (2020): Palaeoplex gen. nov. and Lufubuchromis gen. non, two new monotypic cichlid genera (Teleostei: Cichlidae) from northern Zambia. Zootaxa 4718 (2): 191-229, DOI: https://doi.org/10.11646/zootaxa.4718.2.3
DOI: 10.15468/sajtrk
title: Revised status of Omolicna subgenus Agoo (Hemiptera: Auchenorrhyncha: Fulgoroidea: Derbidae) with a new species from Costa Rica and new country records

description: This dataset contains the digitized treatments in Plazi based on the original journal article Bahder, Brian W., Bartlett, Charles R., Helmick, Ericka E., Barrantes Barrantes, Edwin A., Zumbado Echavarria, Marco A., Goss, Erica M., Ascunce, Marina S. (2020): Revised status of Omolicna subgenus Agoo (Hemiptera: Auchenorrhyncha: Fulgoroidea: Derbidae) with a new species from Costa Rica and new country records. Zootaxa 4718 (4): 521-535, DOI: https://doi.org/10.11646/zootaxa.4718.4.6
DOI: 10.18743/data.00049
title: Data for Are two cues always better than one: The role of multiple intra-sensory cues compared to multi-cross-sensory cues in children’s incidental category learning

description: This is the data whose analysis is reported in the associated article that appeared in Cognition. It is essentially reaction time and accuracy data as well as age and gender information on the participants who took part in the study. See journal article for more detail.
description: This file contains reaction time and accuracy as well as anonymized demographic data. Details of data collection can be found in the associated journal article that appeared in Cognition in 2020
DOI: 10.15468/l8k6qj
title: The genus Haplidia Hope in Lebanon (Coleoptera: Scarabaeidae: Melolonthinae: Rhizotrogini)

description: This dataset contains the digitized treatments in Plazi based on the original journal article Montreuil, Olivier, Uliana, Marco, Sehnal, Richard (2020): The genus Haplidia Hope in Lebanon (Coleoptera: Scarabaeidae: Melolonthinae: Rhizotrogini). Zootaxa 4718 (4): 536-548, DOI: https://doi.org/10.11646/zootaxa.4718.4.7
DOI: 10.5281/zenodo.3601486
title: Data package from: Mapping Atlantic rainforest degradation and regeneration history with indicator species using convolutional network

description: This data package contains the very high resolution maps of natural forests as well as map of natural forests dominated by Cecropia hololeuca or Tibouchina pulchra presented in the Figure 8 of the paper "Mapping Atlantic rainforest degradation and regeneration history with indicator species using convolutional network". These maps have be produced with WorldView-2 and WorldView-3 very high resolution images and a deep learning method for image segmentation called U-net (methods and data are fully described in the article). When using this data, please cite the original article https://doi.org/10.1371/journal.pone.0229448.
DOI: 10.5281/zenodo.3601487
title: Data package from: Mapping Atlantic rainforest degradation and regeneration history with indicator species using convolutional network

description: This data package contains the very high resolution maps of natural forests as well as map of natural forests dominated by Cecropia hololeuca or Tibouchina pulchra presented in the Figure 8 of the paper "Mapping Atlantic rainforest degradation and regeneration history with indicator species using convolutional network". These maps have be produced with WorldView-2 and WorldView-3 very high resolution images and a deep learning method for image segmentation called U-net (methods and data are fully described in the article). When using this data, please cite the original article https://doi.org/10.1371/journal.pone.0229448.
DOI: 10.1285/i20705948v12n3p657
title: Voting-based Approach in Consensus Clustering through q-fold cross-validation

description: Over the past 50 years, extensive research have been carried out to understand how clustering work in classifying data into meaningful groups. Various clustering algorithms and cluster validity indexes have been proposedand improvised to obtain the best clustering result. However, there is noclustering method that is able to give consistent results on similar structureof a dataset. An alternative mechanism to control the variation of resultsand improved the quality of traditional clustering is through consensus clustering. In this paper, we generate multiple partitions of consensus clusteringthrough a resampling method by employing q-fold cross-validation approach.q-fold cross-validation approach is able to speed-up the consensus partitionsprocedure with qth iterations. To encounter with different number of cluster labels occur in the partitions, we employed voting-based method in the second stage of consensus clustering to obtain optimal consensus partition.The performance of optimal consensus partitions is evaluated from Silhouetteplot
DOI: 10.15468/qlrmdh
title: A new species of Lepidodactylus (Squamata: Gekkonidae) from the mountains of northeastern Papua New Guinea: older than the hills

description: This dataset contains the digitized treatments in Plazi based on the original journal article Kraus, Fred, Oliver, Paul M. (2020): A new species of Lepidodactylus (Squamata: Gekkonidae) from the mountains of northeastern Papua New Guinea: older than the hills. Zootaxa 4718 (4): 549-561, DOI: https://doi.org/10.11646/zootaxa.4718.4.8
DOI: 10.15468/1o6m6i
title: A taxonomic study of the genus Macromotettixoides (Tetrigidae, Metrodorinae) with descriptions of two new species and two newly discovered males

description: This dataset contains the digitized treatments in Plazi based on the original journal article Han, Yu-Peng, Li, Miao, Mao, Ben-Yong (2020): A taxonomic study of the genus Macromotettixoides (Tetrigidae, Metrodorinae) with descriptions of two new species and two newly discovered males. Zootaxa 4718 (4): 562-572, DOI: https://doi.org/10.11646/zootaxa.4718.4.9
DOI: 10.15468/cqyi59
title: First record of the genus Phanoperla Banks, 1938 (Plecoptera: Perlidae) from mainland China, with description of a new species

description: This dataset contains the digitized treatments in Plazi based on the original journal article Chen, Zhi-Teng (2020): First record of the genus Phanoperla Banks, 1938 (Plecoptera: Perlidae) from mainland China, with description of a new species. Zootaxa 4718 (2): 230-238, DOI: https://doi.org/10.11646/zootaxa.4718.2.4
DOI: 10.15468/ob9rdm
title: Review of the New World genus Acrotaphus Townes, 1960 (Hymenoptera: Ichneumonidae: Pimplinae), with descriptions of fifteen new species

description: This dataset contains the digitized treatments in Plazi based on the original journal article Pádua, Diego G., Sääksjärvi, Ilari E., Monteiro, Ricardo F., Oliveira, Marcio L. (2020): Review of the New World genus Acrotaphus Townes, 1960 (Hymenoptera: Ichneumonidae: Pimplinae), with descriptions of fifteen new species. Zootaxa 4719 (1): 1-62, DOI: https://doi.org/10.11646/zootaxa.4719.1.1
DOI: 10.1285/i20705948v12n4p846
title: A mobility analysis of the occupational status of the graduates of the University of Palermo in an economic crisis context

description: In such a global economic crisis context, our aims are describing the mobil- ity of the Palermitan graduates in the labour market, identifying the variables that influence most their occupational status and finally outlining a transition probability structure among the states: Work, Search for a Job, Study, Other. The availability of a large amount of longitudinal data provided by the surveys carried out by STELLA (Statistics about Graduates and Labour Market) allowed us to analyze the mobility of the graduates of the University of Palermo among the different occupational states in three different times. We analyze data coming from a disproportionate stratified sample of graduates in 2009, interviewed three different times: one year (2010), three years (2012), five years (2014) after the graduation. To achieve our aim, first we provide a brief descriptive analysis of the main characteristics of the graduates gathered by the three different surveys; secondly we fit a time in- homogeneous multi-state Markov model with piecewise constant intensities; eventually implications from the main results are discussed.
DOI: 10.5285/b124c503-f900-41fd-b22f-4c0a22ca90bf
title: River Water Level Data, Kwale County, Kenya

description: The dataset contains hourly river water level data for 3 monitoring sites; Mukurumudzi River (3KD06 Shimba Hills & KISCOL Weir) Ramisi River (Eshu Bridge) in Kwale County, Kenya
DOI: 10.5281/zenodo.3603103
title: Evaluation of Image Filters for their integration with LSQR Computerized Tomography Reconstruction Method (Results)

description: Resulting reconstructed images in .mat files
DOI: 10.5281/zenodo.3603104
title: Evaluation of Image Filters for their integration with LSQR Computerized Tomography Reconstruction Method (Results)

description: Resulting reconstructed images in .mat files
DOI: 10.5281/zenodo.3603126
title: Synthetic grid in Pypower format

description: The synthetic grid represent a network covering HV, MV and LV voltage levels. The MV networks are modeled in two categories, rural and urban feeders. Five LV feeders in each category are modeled in detail, while rest of the LV feeders are represented by equivalent loads. The network is designed from the perspective of power networks commonly found in EU. This network can be used to study the power exchange accross traditional boundaries of TSO and DSO, studying the influence of reactive power control strategies on the voltages and line loading, volt-var control etc.
DOI: 10.5255/ukda-sn-853867
title: Bangladesh hatchery data 2017-2019