cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.4028129
title: The S&M-HSTPM2d5 dataset: High Spatial-Temporal Resolution PM 2.5 Measures in Multiple Cities Sensed by Static & Mobile Devices

description: This S&M-HSTPM2d5 dataset contains the high spatial and temporal resolution of the particulates (PM2.5) measures with the corresponding timestamp and GPS location of mobile and static devices in the three Chinese cities: Foshan, Cangzhou, and Tianjin. Different numbers of static and mobile devices were set up in each city. The sampling rate was set up as one minute in Cangzhou, and three seconds in Foshan and Tianjin. For the specific detail of the setup, please refer to the Device_Setup_Description.txt file in this repository and the data descriptor paper. After the data collection process, the data cleaning process was performed to remove and adjust the abnormal and drifting data. The script of the data cleaning algorithm is provided in this repository. The data cleaning algorithm only adjusts or removes individual data points. The removal of the entire device's data was done after the data cleaning algorithm with empirical judgment and graphic visualization. For specific detail of the data cleaning process, please refer to the script (Data_cleaning_algorithm.ipynb) in this repository and the data descriptor paper. The dataset in this repository is the processed version. The raw dataset and removed devices are not included in this repository. The data is stored as a CSV file. Each CSV file which is named by the device ID represents the data that was collected by the corresponding device. Each CSV file has three types of data: timestamp as the China Standard Time (GMT+8), geographic location as latitude and longitude, and PM2.5 concentration with the unit of microgram per cubic meter. The CSV files are stored in either Static or Mobile folder which represents the devices' type. The Static and Mobile folder are stored in the corresponding city's folder. To access the dataset, any programming language that can access CSV files is appropriate. Users can also open the CSV file directly. The get_dataset.ipynb file in this repository also provides an option of accessing the dataset. To successfully execute ipynb file, Jupyter Notebook with Python 3.0 is required. The following python library is also required: get_dataset.ipynb:<br> 1. os library<br> 2. pandas library Data_cleaning_algorithm.ipynb:<br> 1. os library<br> 2. pandas library<br> 3. datetime library<br> 4. math library The instruction of installing the libraries above can be found online. After installing the Jupyter Notebook with Python 3.0 and the required libraries, users can try to open the ipynb file with Jupyter Notebook and follow the instruction inside the file. For questions or suggestions please e-mail Xinlei Chen &lt;xinlei.chen@sv.cmu.edu&gt;
DOI: 10.6084/m9.figshare.13005305
title: Social Accountability review - final combined search results

description: Social accountability for reproductive, maternal, newborn, child and adolescent health: a review of reviews: combined search results
DOI: 10.6084/m9.figshare.12981938
title: A new longirostrine sperm whale (Cetacea, Physeteroidea) from the lower Miocene of the Pisco Basin (southern coast of Peru)

description: The modern sperm whales <i>Kogia</i> and <i>Physeter</i> (superfamily Physeteroidea) represent highly disparate, relict members of a group of odontocetes that peaked in diversity during the middle to late Miocene. Based on a highly informative specimen (including the cranium with ear bones, mandibles, teeth and some postcranial elements) from the lower Miocene (early Burdigalian, 19–18 Ma) of the Chilcatay Formation (Pisco Basin, Peru), we describe here a new genus and species of physeteroid, <i>Rhaphicetus valenciae</i> gen. et sp. nov. The latter is one of the geologically oldest physeteroids. This medium-sized species (estimated body length between 4.7 and 5.7 m) differs from all other physeteroids by the following, probably autapomorphic, features: a narrow, cylindrical rostrum comprising nearly 75% of the condylobasal length; the two main dorsal infraorbital foramina located posterior to the antorbital notch; an upper tooth count of at least 36 teeth per quadrant; and anterior-most upper alveoli filled by thick bony pads. Our phylogenetic analysis recovers <i>R. valenciae</i> as one of the earliest branching stem physeteroids. The highly unusual filling of the anterior upper alveoli by bony pads is interpreted as part of a mechanism leading to the loss of apical and subapical upper teeth. By comparison with other odontocetes displaying some degree of anterior reduction of the dentition, this condition may have corresponded to the rostrum being anteriorly longer than the mandible. The elongated rostrum with a circular cross-section, the long temporal fossa, and the high number of slender, pointed upper and lower teeth all suggest that <i>R. valenciae</i> used its dentition to grasp relatively small prey, possibly via rapid movements of the head. On the one hand, this new Peruvian record increases our knowledge of the morphological disparity of sperm whales during the Miocene. On the other hand, it may provide clues to the ancestral morphotype for all physeteroids. http://zoobank.org/urn:lsid:zoobank.org:pub:3E1CEFC8-0F23-416E-9C02-03750D7199BA
DOI: 10.6084/m9.figshare.12981938.v1
title: A new longirostrine sperm whale (Cetacea, Physeteroidea) from the lower Miocene of the Pisco Basin (southern coast of Peru)

description: The modern sperm whales <i>Kogia</i> and <i>Physeter</i> (superfamily Physeteroidea) represent highly disparate, relict members of a group of odontocetes that peaked in diversity during the middle to late Miocene. Based on a highly informative specimen (including the cranium with ear bones, mandibles, teeth and some postcranial elements) from the lower Miocene (early Burdigalian, 19–18 Ma) of the Chilcatay Formation (Pisco Basin, Peru), we describe here a new genus and species of physeteroid, <i>Rhaphicetus valenciae</i> gen. et sp. nov. The latter is one of the geologically oldest physeteroids. This medium-sized species (estimated body length between 4.7 and 5.7 m) differs from all other physeteroids by the following, probably autapomorphic, features: a narrow, cylindrical rostrum comprising nearly 75% of the condylobasal length; the two main dorsal infraorbital foramina located posterior to the antorbital notch; an upper tooth count of at least 36 teeth per quadrant; and anterior-most upper alveoli filled by thick bony pads. Our phylogenetic analysis recovers <i>R. valenciae</i> as one of the earliest branching stem physeteroids. The highly unusual filling of the anterior upper alveoli by bony pads is interpreted as part of a mechanism leading to the loss of apical and subapical upper teeth. By comparison with other odontocetes displaying some degree of anterior reduction of the dentition, this condition may have corresponded to the rostrum being anteriorly longer than the mandible. The elongated rostrum with a circular cross-section, the long temporal fossa, and the high number of slender, pointed upper and lower teeth all suggest that <i>R. valenciae</i> used its dentition to grasp relatively small prey, possibly via rapid movements of the head. On the one hand, this new Peruvian record increases our knowledge of the morphological disparity of sperm whales during the Miocene. On the other hand, it may provide clues to the ancestral morphotype for all physeteroids. http://zoobank.org/urn:lsid:zoobank.org:pub:3E1CEFC8-0F23-416E-9C02-03750D7199BA
DOI: 10.6084/m9.figshare.12981941
title: A new traversodontid cynodont with a peculiar postcanine dentition from the Middle/Late Triassic of Namibia and dental evolution in basal gomphodonts

description: We here present a new gomphodont cynodont from the Ladinian/Carnian Upper Omingonde Formation of central Namibia. <i>Etjoia dentitransitus</i> gen. et sp. nov. is a medium-sized (skull length of 88.5 mm) omnivorous gomphodont represented by an almost complete skull and a few cervical vertebrae. This new taxon is diagnosed by divergent first left and right lower incisors that bear large apically inclined denticles, a third lower gomphodont postcanine with a well-separated mesial cingulum, four distal upper and lower sectorial teeth, and a lingually offset last upper sectorial postcanine. <i>Etjoia</i> is particular in having a transitional dentition between basal gomphodonts and traversodontids. It shares with some non-traversodontid gomphodonts a high number of sectorial postcanines and ovoid mesial-most upper gomphodont postcanines with a centrally positioned transverse crest. <i>Etjoia</i> was, however, recovered as a basally branching Traversodontidae in phylogenetic analyses performed on different data matrices. It shares with traversodontids upper gomphodont postcanines with a high transverse crest, sub-rectangular and mesiodistally elongated lower gomphodont postcanines, and a mesially displaced transverse crest in the lower gomphodont postcanines. We explored dental evolution in basal cynognathians based on a dentition-oriented data matrix. The acquisition of gomphodont postcanines, which allowed tooth-to-tooth occlusion, in basal-most gomphodonts was followed by a loss of shearing planes between the upper and lower gomphodont postcanines in non-diademodontid gomphodonts, and the development of deep basins and tall transverse crests in gomphodont teeth and shearing planes between the upper and lower gomphodont postcanines in basal traversodontids. These dental transformations likely resulted from three shifts in feeding ecologies, from a carnivorous to an omnivorous diet in basal-most gomphodonts, followed by an adaptation to a specialized feeding ecology possibly made of insects and hard plant material in basal-most neogomphodonts (traditional ‘trirachodontids’), then an increase in the consumption of plant-material in basal traversodontids. http://zoobank.org:pub:28DE1B1F-2D4A-4712-9D2C-80B8DBB7527D
DOI: 10.5281/zenodo.3963402
title: Data in "From dome dune to barchan dune: airflow structure changes measured with particle image velocimetry in a wind tunnel"

description: The dataset of side view and top view were stored as Tecplot file format. These data were used in Figures 5, 10, 12, 13 and 14.
description: This work was supported by the National Natural Science Foundation of China (grant numbers 41671009 and 41271022)
DOI: 10.5281/zenodo.3953748
title: Data in "From dome dune to barchan dune: airflow structure changes measured with particle image velocimetry in a wind tunnel"

description: The dataset of side view and top view were stored as Tecplot file format. These data were used in Figures 5, 10, 12, 13 and 14.
description: This work was supported by the National Natural Science Foundation of China (grant numbers 41671009 and 41271022)
DOI: 10.5281/zenodo.3928312
title: JKU SEM images of capture wool WP2

description: The capture wool of cribellate spiders is characterized by SEM to analyze the geometrical shape and size its nanofibers. To demonstrate the antiadhesive properties of the calamistrum, SEM images of fibers of capture wool fibers on a calamistrum are included. The collected data in form of JPG- or TIF-images were collected in a public report provided as a PDF file. The report describes the SEM images and the biological function of the capture wool as well as their interaction with the calamistrum.
description: This report is part of the project BioCombs4Nanofibers that has received funding from the European Union's Horizon 2020 research and innovation programme under grant agreement No 862016.
DOI: 10.5281/zenodo.3928311
title: JKU SEM images of capture wool WP2

description: The capture wool of cribellate spiders is characterized by SEM to analyze the geometrical shape and size its nanofibers. To demonstrate the antiadhesive properties of the calamistrum, SEM images of fibers of capture wool fibers on a calamistrum are included. The collected data in form of JPG- or TIF-images were collected in a public report provided as a PDF file. The report describes the SEM images and the biological function of the capture wool as well as their interaction with the calamistrum.
description: This report is part of the project BioCombs4Nanofibers that has received funding from the European Union's Horizon 2020 research and innovation programme under grant agreement No 862016.
DOI: 10.5285/224003cc-8f77-4980-8cac-5574e179e4f8
title: Platform Transmitting Terminal (PTT) tracking of Antarctic Fur Seals at Bird Island, South Georgia, from 1995 - 2010

description: Platform Transmitting Terminal (PTT) tags were used to track Antarctic Fur Seals (Arctocephalus gazella) from Bird Island, South Georgia, 1995-2010. PTT tags use the ARGOS satellite system to collect geospatial data. Tags were deployed on breeding females during the summer, to provide information on where the seals are foraging during lactation and into the winter months.
description: Platform transmitter terminals (PTTs) were deployed on lactating female Antarctic fur seals at Bird Island, South Georgia. PTTs were attached with epoxy glue to the hair along the dorsal midline between the scapulae. The PTTs had a minimum transmission interval of 45 s, and they only operated when the saltwater switch, located close to the base of the antenna, showed that the antenna was out of the water. There was no duty cycling of the PTTs, but they were programmed to switch off after the animals had spent 1 h out of the water. PTTs were deployed annually between 1995 and 2010. In 1995 and 1996 the PTTs were deployed on individuals for two foraging trips. For most other years PTTs were deployed for one foraging trip per individual. Fieldwork was approved by the British Antarctic Survey Animal Ethics Committee. All data were collected under permit from the Government of South Georgia and the South Sandwich Islands.
description: Platform transmitter terminals (PTTs) (1995, 1996:Wildlife Computers, 1 W, 250 to 500 g, up to 15 x9 x3cm; 1997, 1998: Telonics ST-10, 0.5 W, 200 g, 10 x4 x2.5 cm).
description: The PTT data files include quality information, under the fields loc_class and loc_ind. The loc_class field indicates an error value for the location which is determined by the number of satellites the tag connected with. Codes are detailed in readme.txt file. The loc_ind field indicates the IQ (Quality indicator). This indicator gives information on the transmitter in terms of X and Y. X (the first digit in the loc_ind field) indicates residual error on the frequency calculation. Y (the second digit in the loc_ind field) indicates transmitter oscillator frequency drift between two satellite passes. Meanings of the values of X and Y are detailed in the readme.txt file.
DOI: 10.6084/m9.figshare.13005505.v1
title: Data File for Quantifying Bateman Gradients ;Data File for Quantifying Selection on Male Snout-Vent Length;Data File for Calculating Opportunities for Selection and Sexual Selection ;Data File for Re-Analysis of Copperhead Study;R Code from No evidence of male-biased sexual selection in a snake with conventional Darwinian sex roles

description: This csv file was used to quantify Bateman gradients for male and female C. atrox. The file includes the following information for each snake: snake identifier (“id”), sex (“sex”), total mating success (“mates”), total reproductive success (“offspring”), and the number of years that the individual bred (“years_breeding”).;This csv file was used to calculate relative reproductive success and mean-standardized SVL for male C. atrox and test for sexual selection and selection on male snout-vent length (SVL). The file includes the following information for each male snake: snake identifier (“Sire”), the year that the snake produced offspring (“Year”), annual reproductive success (“RS”), annual mating success (“MS”), and snout-vent length (“SVL”). ;This csv file was used to calculate annual opportunities for sexual selection (Is) and selection (I) for male and female C. atrox. The file includes the following information for each snake: snake identifier (“ID”), sex (“Sex”), the year that the individual produced offspring (“Year”), annual reproductive success (“RS”), and annual mating success (“MS”).;This csv file contains the published mating and reproductive success data of Levine et al. (2015) for male and female copperheads (Agkistrodon contortrix), including males that both did and did not produce offspring. We used this file to calculate sexual selection metrics for only those males with non-zero mating and reproductive success. The file includes the following information for each snake: sex (“sex”), mating success (“mates”), and reproductive success (“offspring”).;This R Markdown contains code for running all analyses.
DOI: 10.4228/zalf.1977.164
title: Hydraulic properties of North East and Central German mineral soils

description: The data set contains data about soil hydrological properties of North East and Central German soils. Included are measured data of the soil water retention curve and the unsaturated hydraulic conductivity function. Information to geo reference, soil type and horizon are given. Additional soil physical data like particle size distribution, dry bulk density, organic matter content and other variables are presented and its measurement is methodically described. The data base includes original measurement results of 497 mineral soil samples from 77 sites. The mineral soils cover a wide range of texture classes and dry bulk densities.
DOI: 10.4228/zalf.1978.165
title: Hydraulic properties of North East and Central German organic soils

description: The data set contains data about soil hydrological properties of North East and Central German soils. Included are measured data of the soil water retention curve and the unsaturated hydraulic conductivity function. Information to geo reference, soil type and horizon are given. Additional soil physical data like particle size distribution, dry bulk density, organic matter content and other variables are presented and its measurement is methodically described. The data base includes original measurement results of 278 organic soil samples from 24 sites.The organic soils and samples vary in dependence on the degree of decomposition and mineralization, the dry bulk density and the total porosity.
DOI: 10.4228/zalf.1992.167
title: Comprehensive multivariable field data set for agro-ecosystem modelling from Muencheberg Experimental Stations in 1992 - 1998

description: A six-year experimental data set for three field plots located at the Muencheberg Experimental Station with mainly sandy soils and the soil type Eutric Cambisol is documented in detail. These plots were managed at different levels of intensity such as intensive management on high level, organic management without chemicals in fertilization and pest management and without ploughing and extensive management. The data set contains coherent data for soil water and soil nitrogen content, crop growth,yield formation, weather at a different time solution as well as field management data.This data set was one basis for the international workshop “Modelling water and nutrient dynamics in soil-crop systems” in Müncheberg, Germany, in 2004, organized by the Institute of Landscape Systems Analysis of the ZALF Müncheberg.
DOI: 10.6084/m9.figshare.12906092.v1
title: Data from: Indirect effects of weeds on rice plants via shared heteropteran herbivores

description: Shimada N, Sugiura S. (2020) Indirect effects of weeds on rice plants via shared heteropteran herbivores. Journal of Applied Entomology (https://doi.org/10.1111/jen.12824)
DOI: 10.6084/m9.figshare.12906092
title: Data from: Indirect effects of weeds on rice plants via shared heteropteran herbivores

description: Shimada N, Sugiura S. (2020) Indirect effects of weeds on rice plants via shared heteropteran herbivores. Journal of Applied Entomology (https://doi.org/10.1111/jen.12824)
DOI: 10.21942/uva.12458480.v1
title: DATA - Distributional learning of novel object categories in school-aged children

description: These are the data belonging to the project 'Distributional learning of novel object categories in school-aged children'. These datafiles can be used to run the R Markdown files (place in folder "Data").
DOI: 10.6084/m9.figshare.13006268
title: Data 800-m & 1500-m

description: Data set of angles from 800-m and 1500-m. Used in the publication: Dahl J., Degens H., Hildebrand F., Ganse B. (2020). Do changes in middle-distance running kinematics contribute to the age-related decline in performance? Journal of Musculoskeletal and Neuronal Interactions 2020 Mar 3;20(1):94-100.
DOI: 10.6084/m9.figshare.13006268.v1
title: Data 800-m & 1500-m

description: Data set of angles from 800-m and 1500-m. Used in the publication: Dahl J., Degens H., Hildebrand F., Ganse B. (2020). Do changes in middle-distance running kinematics contribute to the age-related decline in performance? Journal of Musculoskeletal and Neuronal Interactions 2020 Mar 3;20(1):94-100.
DOI: 10.6084/m9.figshare.12948533
title: IDENTI~1.DOC

description: this is a retrospective study using stored blood culture isolates to compare the diagnostic techniques in identification of bloodstream infection; the techniques under analysis are FilmArray polymerase chain reaction machine and MicroScan 40 plus machine compared with Analytical profile index which is routinely used in developing countries as a gold standard for identification of blood culture.In this study we are trying to establish which technique is suitable for diagnosis of bloodstream infection in terms of senstivity, accuracy, turn around time and cost
DOI: 10.6084/m9.figshare.12948533.v4
title: IDENTI~1.DOC

description: this is a retrospective study using stored blood culture isolates to compare the diagnostic techniques in identification of bloodstream infection; the techniques under analysis are FilmArray polymerase chain reaction machine and MicroScan 40 plus machine compared with Analytical profile index which is routinely used in developing countries as a gold standard for identification of blood culture.In this study we are trying to establish which technique is suitable for diagnosis of bloodstream infection in terms of senstivity, accuracy, turn around time and cost
DOI: 10.6084/m9.figshare.12948533.v3
title: IDENTI~1.DOC

description: this is a retrospective study using stored blood culture isolates to compare the diagnostic techniques in identification of bloodstream infection; the techniques under analysis are FilmArray polymerase chain reaction machine and MicroScan 40 plus machine compared with Analytical profile index which is routinely used in developing countries as a gold standard for identification of blood culture.In this study we are trying to establish which technique is suitable for diagnosis of bloodstream infection in terms of senstivity, accuracy, turn around time and cost
DOI: 10.7910/dvn/aaa4jn/lrvtbh
title: Scripts.zip

description: Analysis do files (STATA v15)
DOI: 10.7910/dvn/aaa4jn/sdehul
title: Datasets.zip

description: Analysis datasets (STATA v15)
DOI: 10.15468/dl.h8vz22
title: Occurrence Download

description: A dataset containing 588 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "SpeciesKey is Bradycellus ruficollis (Stephens, 1828)",
 "Year is greater than or equal to 2004",
 "Year is less than or equal to 2023"
 ]
}

 The dataset includes 588 records from 58 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0092460-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.