cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.10208031
title: Data and code from: How non-target chironomid communities respond to mosquito control: Integrating DNA metabarcoding and joint species distribution modelling

description: This dataset is associated with the publication "How non-target chironomid communities respond to mosquito control: Integrating DNA metabarcoding and joint species distribution modelling" by Röder et al. (2023). The study investigates the ecological consequences of Bacillus thuringiensis var. israelensis (Bti) exposure on emergent chironomid communities in floodplain pond mesocosms during a 16-week period in spring and summer of 2020.

The dataset comprises data files and R scripts used in the investigation of the impacts of Bti on chironomid communities. Using DNA metabarcoding and Hierarchical Modelling of Species Communities (HMSC), the study sheds lights on the dynamics and resilience of chironomid communities in response to Bti treatment. The dataset provides valuable insights into taxonomic and genetic diversity, as well as the effects of Bti on chironomid body size distribution.
DOI: 10.5281/zenodo.10208032
title: Data and code from: How non-target chironomid communities respond to mosquito control: Integrating DNA metabarcoding and joint species distribution modelling

description: This dataset is associated with the publication "How non-target chironomid communities respond to mosquito control: Integrating DNA metabarcoding and joint species distribution modelling" by Röder et al. (2023). The study investigates the ecological consequences of Bacillus thuringiensis var. israelensis (Bti) exposure on emergent chironomid communities in floodplain pond mesocosms during a 16-week period in spring and summer of 2020.

The dataset comprises data files and R scripts used in the investigation of the impacts of Bti on chironomid communities. Using DNA metabarcoding and Hierarchical Modelling of Species Communities (HMSC), the study sheds lights on the dynamics and resilience of chironomid communities in response to Bti treatment. The dataset provides valuable insights into taxonomic and genetic diversity, as well as the effects of Bti on chironomid body size distribution.
DOI: 10.21252/7axf-as98
title: Experimental data lists for paper Sustainable Supercapacitor with a Natural Rubber-based Electrolyte and a Natural Graphite-based Electrodes

description: These files contain the lists of experimental data used for the paper “Sustainable Supercapacitor with a Natural Rubber-based Electrolyte and a Natural Graphite-based Electrodes“ by Perera et al.
DOI: 10.34770/jvhk-3861
title: O-Mode instability for non-thermal continuum radiation generated near the plasmapause

description: This includes data for a journal article "O-Mode Instability for
 Non-thermal Continuum Radiation Generated near the Plasmapause". It
 includes Matlab data and files shown in the forthcoming Journal article.
DOI: 10.5281/zenodo.10475431
title: C# Dataset of Data Class, Feature Envy and Refused Bequest code smells

description: This dataset includes open-source projects written in C# programming language, annotated for the presence of Data Class, Feature Envy and Refused Bequest code smells. Each code snippet was manually annotated by at least two annotators.

The dataset contains three excel datasheets:



DataSet_Data_Class.xlsx - C# classes annotated for the Data Class code smell

DataSet_Feature_Envy.xlsx - C# methods annotated for the Feature Envy code smell

DataSet_Refused_Bequest.xlsx - C# classes annotated for the Refused Bequest code smell


The columns in the datasheet represent:



Code Snippet ID - the full name of the code snippet.



for classes, this is the package/namespace name followed by the class name. The full name of inner classes also contains the names of any outer classes (e.g., namespace.subnamespace.outerclass.innerclass).

for methods, this is the full name of the class and the method's signature (e.g., namespace.class.method(param1Type, param2Type))



Link - the Github link to the code snippet, including the commit and the start and end LOC.

Code Smell - code smell for which the code snippet is examined (Data Class, Feature Envy or Refused Bequest)

Project Link - the link to the version of the code repository that was annotated

Metrics – a list of metrics for the code snippet, calculated by our platform. Our dataset provides 31 class-level metrics for Data Class and Refused Bequest detection and 19 method-level metrics for Feature Envy detection. The list of metrics and their definitions is available here.

Final annotation – a single severity score calculated by a majority vote. 

Annotators – each annotator's (1, 2, or 3) assigned severity score.


To help guide their reasoning for evaluating the presence and the severity of a code smell, three annotators independently annotated whether the considered heuristics apply to an evaluated code snippet. We provide these results in three separate excel datasheets:



DataClass_Heuristics.xlsx - C# classes annotated for the presence of heuristics relevant for the Data Class code smell.

FeatureEnvy_Heuristics.xlsx - C# methods annotated for the presence of heuristics relevant for the Feature Envy code smell.

RefusedBequest_Heuristics.xlsx - C# classes annotated for the presence of heuristics relevant for the Refused Bequest code smell.


The columns of these two datasheets are:







Code Snippet ID - the full name of the code snippet (matching the IDs from DataSet_Data_Class.xlsx, DataSet_Feature_Envy.xlsx and DataSet_Refused_Bequest.xlsx)

Annotators – heuristics labelled by each of the annotators (1, 2, or 3).

Heuristics – whether the heuristic is applicable to the examined code snippet or not




Annotators annotated the dataset based on the annotation procedure and guidelines available here.
description: This research was supported by the Science Fund of the Republic of Serbia, Grant No 6521051, AI-Clean CaDET.
DOI: 10.5281/zenodo.10475432
title: C# Dataset of Data Class, Feature Envy and Refused Bequest code smells

description: This dataset includes open-source projects written in C# programming language, annotated for the presence of Data Class, Feature Envy and Refused Bequest code smells. Each code snippet was manually annotated by at least two annotators.

The dataset contains three excel datasheets:



DataSet_Data_Class.xlsx - C# classes annotated for the Data Class code smell

DataSet_Feature_Envy.xlsx - C# methods annotated for the Feature Envy code smell

DataSet_Refused_Bequest.xlsx - C# classes annotated for the Refused Bequest code smell


The columns in the datasheet represent:



Code Snippet ID - the full name of the code snippet.



for classes, this is the package/namespace name followed by the class name. The full name of inner classes also contains the names of any outer classes (e.g., namespace.subnamespace.outerclass.innerclass).

for methods, this is the full name of the class and the method's signature (e.g., namespace.class.method(param1Type, param2Type))



Link - the Github link to the code snippet, including the commit and the start and end LOC.

Code Smell - code smell for which the code snippet is examined (Data Class, Feature Envy or Refused Bequest)

Project Link - the link to the version of the code repository that was annotated

Metrics – a list of metrics for the code snippet, calculated by our platform. Our dataset provides 31 class-level metrics for Data Class and Refused Bequest detection and 19 method-level metrics for Feature Envy detection. The list of metrics and their definitions is available here.

Final annotation – a single severity score calculated by a majority vote. 

Annotators – each annotator's (1, 2, or 3) assigned severity score.


To help guide their reasoning for evaluating the presence and the severity of a code smell, three annotators independently annotated whether the considered heuristics apply to an evaluated code snippet. We provide these results in three separate excel datasheets:



DataClass_Heuristics.xlsx - C# classes annotated for the presence of heuristics relevant for the Data Class code smell.

FeatureEnvy_Heuristics.xlsx - C# methods annotated for the presence of heuristics relevant for the Feature Envy code smell.

RefusedBequest_Heuristics.xlsx - C# classes annotated for the presence of heuristics relevant for the Refused Bequest code smell.


The columns of these two datasheets are:







Code Snippet ID - the full name of the code snippet (matching the IDs from DataSet_Data_Class.xlsx, DataSet_Feature_Envy.xlsx and DataSet_Refused_Bequest.xlsx)

Annotators – heuristics labelled by each of the annotators (1, 2, or 3).

Heuristics – whether the heuristic is applicable to the examined code snippet or not




Annotators annotated the dataset based on the annotation procedure and guidelines available here.
description: This research was supported by the Science Fund of the Republic of Serbia, Grant No 6521051, AI-Clean CaDET.
DOI: 10.17031/659d75b6c8009
title: CPR Phytoplankton 1958 to 2015

description: Excel file containing CPR data for area 30N to 80N, -80W to 15E, 1958 to 2015, sample level data (each sample being 1 row, equating to approx. 10 nautical miles of tow, 3m3 of filtered seawater), for all phytoplankton. For each taxa, values indicate abundance (according to standard CPR methodology, see Richardson et al. 2006, Prog in Oceanog 68. 27-74), 
values of 0 indicate presence only. NOTE blank cells are either zero values if taxon has been looked for during that time period, or a null if the sample is outside of the time period where the taxon was recorded - this information can be found on the taxa metadata sheet. The excel file consists of samples in rows, with the following information in columns - A: sample id B:midpoint of sample latitude in decimal degrees C:midpoint of sample longitude in decimal degrees D:midpoint of sample local date and time E:sample year F: sample month G-J:taxa.
DOI: 10.6084/m9.figshare.24969099
title: Taxa filtered out during decontamination with negative controls

description: We used negative control samples (e.g., air swabs) to filter out potential contaminating taxa from our data and account for the kitome. You can find the list of these taxa here.
DOI: 10.6084/m9.figshare.24969099.v1
title: Taxa filtered out during decontamination with negative controls

description: We used negative control samples (e.g., air swabs) to filter out potential contaminating taxa from our data and account for the kitome. You can find the list of these taxa here.
DOI: 10.6073/pasta/244568836cc9772ee0afce8e2a4107a9
title: Butterfly, Dragonfly and Damselfly Species at Harvard Forest 2015

description: I report on preliminary observations of butterflies in small meadows in the vicinity of “Harvard Farm” (formerly Petersham Country Club) in Petersham, MA, from 16-20 July 2015. I sampled butterflies at 10 locations over five days, visiting some areas twice. I documented (with digital photography) a total of 17 recognizable species/morpho-species, as well as 2-8 additional “grass skippers” which could not be identified to species. Initially I had planned to conduct a more organized survey, but most of the property had been grazed by the time I arrived in mid-July. This, combined with the late start date, meant that flowers – and nearly all butterflies – were absent at the Harvard Farm property during my visit. Instead, I opted to opportunistically sample several un-grazed meadows in the Petersham area, including North Common Meadow near the center of town and small meadows on Harvard Forest property, to develop a species list and photographic database of as many local butterflies as possible. From these surveys, the most numerous species were clouded/orange sulfur (Colias spp.; 34 individuals observed), followed by great spangled fritillary (Speyeria cybele; n = 32) and unidentified grass-skippers (various genera; n = 32). Moderately common species (n = 8-12) included Common wood-nymph (Cercyonis pegala), American copper (Lycaena phlaeas) and cabbage white (Pieris rapae); fewer than 4 individuals were recorded of: black/spicebush swallowtail (Papilio sp.), banded hairstreak (Satyrium calanus), gray hairstreak (Strymon melinus), azure (Celastrina ladon), eastern tailed-blue (Everes comyntas), pearl crescent (Phycioides tharos), eastern comma (Polygonia comma), Appalachian brown (Satyodes appalachia), northern pearly-eye (Enodia anthedon), and silver-spotted skipper (Epargyreus claras). These observations should be taken as preliminary, but may serve as a list of the most common and conspicuous butterfly taxa during mid-summer in the Petersham area, and could inform study design and focal species lists for future projects in and around Harvard Forest.
DOI: 10.6084/m9.figshare.24969105
title: i4 microbiome -- immune associations

description: LASSO output associating microbiome features with immune cell gene expression as a function of spaceflight.
DOI: 10.6084/m9.figshare.24969105.v1
title: i4 microbiome -- immune associations

description: LASSO output associating microbiome features with immune cell gene expression as a function of spaceflight.
DOI: 10.17031/659d75b6c8009.1
title: CPR Phytoplankton 1958 to 2015

description: Excel file containing CPR data for area 30N to 80N, -80W to 15E, 1958 to 2015, sample level data (each sample being 1 row, equating to approx. 10 nautical miles of tow, 3m3 of filtered seawater), for all phytoplankton. For each taxa, values indicate abundance (according to standard CPR methodology, see Richardson et al. 2006, Prog in Oceanog 68. 27-74), 
values of 0 indicate presence only. NOTE blank cells are either zero values if taxon has been looked for during that time period, or a null if the sample is outside of the time period where the taxon was recorded - this information can be found on the taxa metadata sheet. The excel file consists of samples in rows, with the following information in columns - A: sample id B:midpoint of sample latitude in decimal degrees C:midpoint of sample longitude in decimal degrees D:midpoint of sample local date and time E:sample year F: sample month G-J:taxa.
DOI: 10.21223/xzu3cp/oa9ech
title: 02_Data_dictionary_Life table of Bactericera cockerelli at 25C in Ecuador_2022.tab

description: :unav
DOI: 10.21223/xzu3cp/xwfje5
title: 01_Data_Life table of Bactericera cockerelli at 25C in Ecuador_2022.tab

description: :unav
DOI: 10.21223/xzu3cp/3jfb67
title: 08_Data_dictionary_Life table of Bactericera cockerelli at constant 5, 10, 15, 25 and 30ºC and two fluctuating temperatures in Ecuador_2023.tab

description: :unav
DOI: 10.21223/xzu3cp/aabjau
title: 02_Data_Life table of Bactericera cockerelli at 10C in Ecuador_2023.tab

description: :unav
DOI: 10.21223/xzu3cp/eyt4mk
title: 04_Data_Life table of Bactericera cockerelli at 25C in Ecuador_2022.tab

description: :unav
DOI: 10.21223/xzu3cp/ll74zr
title: 03_Data_Life table of Bactericera cockerelli at 15C in Ecuador_2023.tab

description: :unav
DOI: 10.21223/xzu3cp/pfntml
title: 07_Data_Life table of Bactericera cockerelli at fluctuating temperature _2 in Ecuador_2023.tab

description: :unav
DOI: 10.21223/xzu3cp/uefydo
title: 06_Data_Life table of Bactericera cockerelli at fluctuating temperature _1 in Ecuador_2023.tab

description: :unav
DOI: 10.21223/xzu3cp/v6bpkn
title: 01_Data_Life table of Bactericera cockerelli at 5C in Ecuador_2023.tab

description: :unav
DOI: 10.21223/xzu3cp
title: Dataset for: Life tables of Bactericera cockerelli at constant 5, 10, 15, 25 and 30ºC and two fluctuating temperatures in Ecuador

description: "Life tables were established at constant temperatures of 5, 10, 15, 25, and 30ºC and two fluctuating temperatures, infesting potato cuttings with adults collected in capsules from the mass B. cockerelli cage. In each life table, 45 potato cuttings from INIAP - variety CIP Libertad were infested.. 4 adults were placed per cutting, which remained for 24 hours in the growth chamber. At the end of 24 h, the adults were removed with the help of an entomological aspirator and returned to the mother colony. Oviposition was evidenced in the cuttings, which were marked with the help of indelible red and blue markers, thus having 2 eggs per cutting (30 individuals per repetition). There are 3 repetitions, in each repetition there are 15 cuttings in vials, 45 in total for each temperature and with a total of 90 individuals, the evaluation was daily, counting the number of days it takes to change from one phenological state to another. until each individual dies. The following data was collected: Development time, Development rate, Mortality of each individual, and of the adult the reproductive capacity of the female will be obtained sexually, and adult longevity."
DOI: 10.21223/xzu3cp/gfu1yz
title: 05_Data_Life table of Bactericera cockerelli at 30C in Ecuador_2023.tab

description: :unav
DOI: 10.21227/ym5a-fm75
title: Evaluation Data for an RSS-Based Bluetooth Radar Approach

description: Recently, a novel method was proposed to estimate the distance between a couple of wireless transceivers and a reflecting obstacle by analyzing the frequency dependence of the RSS. Although the resolution of this method is rather coarse for typical 2.4 GHz systems, a traffic monitoring system based on that novel approach has been successfully evaluatedin using solely off-the-shelf Bluetooth devices. This dataset has been recorded with the purpose of evaluating a novel Bluetooth Radar approach in a laboratory setup. The experimental setup, the used sensor devices, as well as the structure of the provided data files are described in the README.md file.
DOI: 10.48527/l0ud2w/vvxly3
title: Code files.zip

description: The source code (Matlab and Simulink), including the algorithms to obtain all data shown in figures.
DOI: 10.48527/l0ud2w/9hrb3c
title: Data files.zip

description: Data shown in Figs. 3m,n, Figs. 4m,n, Figs. 5m,n, and Figs. 6m,n.
DOI: 10.48527/l0ud2w
title: Replication Data for: Cancer chemotherapy controlled by Black Hole dynamics

description: Source code and data from paper "Cancer chemotherapy controlled by Black Hole dynamics: Towards making obsolete of the survival probabilistic paradigm"
DOI: 10.6073/pasta/a988a1e932c2f3c9c553c5e9b6b618df
title: Ungulate-Disturbance Interactions in Hemlock Ecosystems at Harvard Forest 2012-2013

description: Densities of ungulates are often associated with recent forest disturbances such as fire, logging and insect outbreaks, as increased resources stimulate tree regeneration, leading to abundant available browse. Despite the often significant role that ungulates play in disturbed forests, surprisingly little is known about ungulate-disturbance interactions, and ungulate herbivory is often excluded from examinations of forest response to disturbance. In the Northeastern United States, a large-scale insect outbreak, the hemlock wooly adelgid (HWA), has begun to have important effects on hemlock forests both directly and indirectly (i.e., by preemptive salvage logging). No studies have examined the interactions of both moose and deer activity with these associated canopy disturbances. Our objectives are twofold: to determine (1) the response of ungulates to varying disturbance types and intensities and (2) the influence of ungulate interactions with canopy disturbance on vegetation, other biota, and ecosystem processes. We will examine the relative abundance of moose and deer in four treatments (2 replicates) at the Hemlock Removal Experiment using three indices of ungulate activity: pellet group density, evidence of past browsing on seedlings and saplings, and the occurrence of animals using game cameras. We will also monitor the response of vegetation to ungulate browsing by sampling woody and herbaceous vegetation in fenced exclosures and paired controls in disturbed and undisturbed plots.
DOI: 10.34740/kaggle/dsv/4012177
title: Kannada Documents for Classification (KDC)
DOI: 10.6084/m9.figshare.24969042
title: Clothing colour preferences as a function of facial complexion

description: One csv file contain colour measures of 24 facial stimuli (iris, hair, and skin colour in CIE L<i>a*</i>b* colour space).The other csv file contains the proportion of warm colours chosen by 87 participants in a 2 alternative forced choice between a warm vs cool colour pair at a high colour saturation and mid-level colour value (lightness), or a high colour value and mid level colour saturation. Facial stimuli vary in eye lightness and in skin lightness.
DOI: 10.5519/qd.svnzg7fg
title: Query on the Natural History Museum Data Portal (data.nhm.ac.uk) (12979 records)
DOI: 10.5519/qd.kjdij9lk
title: Query on the Natural History Museum Data Portal (data.nhm.ac.uk) (12979 records)
DOI: 10.17864/1947.000524
title: Datasets and R Code supporting results from 'New Citizen Science initiative reveals impact of climate on fruit tree blossom patterns in Great Britain'

description: This dataset contains gridded temperature data for Great Britain and phenological recordings for the onset of blossom for four cultivars of fruit tree (Apple 'Bramley', Cherry 'Stella', Pear 'Conference', Plum 'Victoria'). Gridded temperature data was derived from the E-Obs database (https://cds.climate.copernicus.eu/cdsapp#!/dataset/insitu-gridded-observations-europe?tab=overview) and Phenology recordings were submitted to the FruitWatch project (www.fruitwatch.org) - Contact Chris Wyver (c.w.wyver@pgr.reading.ac.uk) for access to the full dataset, containing more cultivars and data for other years.
DOI: 10.6073/pasta/4bdcf8f9b2c8b1a4dcd30c98622a00bc
title: Radiometric and Meteorological Data from Harvard Forest Barn Tower 2011-2017

description: To better quantify the seasonal changes in canopy structure and physiological status (e.g. photosynthetic capacity or efficiency), and provide a more rigorous context for interpretation of the camera data, we installed an extensive set of radiometric instruments on the Harvard Forest Barn Tower beginning in 2011. A complete list of sensors is given in the Methods section. Note that these include both broad-band and narrow-band sensors, and sensors with hemispherical, narrow, and multi-angular fields of view.
DOI: 10.6084/m9.figshare.22013186
title: ID Leadership data set

description: Data from ID Leadership programme.
DOI: 10.6084/m9.figshare.22013186.v1
title: ID Leadership data set

description: Data from ID Leadership programme.
DOI: 10.5517/ccdc.csd.cc291jyv
title: CCDC 2116647: Experimental Crystal Structure Determination

description: Related Article: Zohreh Hendi, Sirous Jamali, Soheil Mahmoudi, Hamidreza Samouei, Sara Nayeri, Seyed Mohamad J. Chabok, Zahra Jamshidi|2022|Inorg.Chem.|61|15|doi:10.1021/acs.inorgchem.1c02803
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.cc29hp1k
title: CCDC 2130228: Experimental Crystal Structure Determination

description: Related Article: Jianbo Song, Roman Pallach, Louis Frentzel‐Beyme, Pascal Kolodzeiski, Gregor Kieslich, Pia Vervoorts, Claire L. Hobday, Sebastian Henke|2022|Angew.Chem.,Int.Ed.|61|e202117565|doi:10.1002/anie.202117565
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.