cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.18419/darus-4164
title: Supplemental Materials for: Visual Analysis of Fitness Landscapes in Architectural Design Optimization

description: These are the supplemental materials for the submission titled "Visual Analysis of Fitness Landscapes in Architectural Design Optimization," accepted for publication in the Visual Computer Journal.
The structure of the folder is as follows:
&lt;pre&gt;
&lt;code&gt;
.
├── additional_materials
│ └── This directory contains a more detailed description of the user study, case study, and parameter study. It also includes the implementation details, the raw data, and extended results from the user study. We compiled this information in a single PDF and provide LaTeX source files.
│ 
├── software 
│ └── This directory contains all the necessary materials and resources to run the visualization plugin and set up the environment for the user study using LimeSurvey. Please check the README file within the directory for more information.
│ 
├── dataset 
│ └── This directory contains the 9d_params dataset and the mysql script file which are needed to run the visualization plugin.
│
└── video
 └── A 2-minute teaser video.
&lt;/code&gt;
&lt;/pre&gt;

For the paper, we have adapted the research software Opossum provided in the folder software/. Further information can be found on the website of &lt;a href="https://opossum-optimizer.com/"&gt;Opossum&lt;/a&gt;.
Since the source code is not yet published, we provide only the compiled version here.
DOI: 10.18419/darus-810/11
title: engine.png

description: Sample rendering of the "engine.dat" data set.
DOI: 10.18419/darus-810/27
title: exp2mill_crop.png

description: Sample rendering of the "exp2mill_signed_distance_00030.mmpld" data set.
DOI: 10.18419/darus-810/5
title: bat.png

description: Sample rendering of the "bat.dat" data set,
DOI: 10.18419/darus-810/6
title: bonsai.png

description: Sample rendering of the "bonsai.dat" data set.
DOI: 10.18419/darus-810/7
title: bunny.png

description: Sample rendering of the "bunny.dat" data set.
DOI: 10.18419/darus-810/8
title: chameleon.png

description: Sample rendering of the "chameleon.dat" data set.
DOI: 10.18419/darus-810/9
title: foot.png

description: Sample rendering of the "foot.dat" data set.
DOI: 10.18419/darus-810/10
title: foraminifera.png

description: Sample rendering of the "foraminifera.dat" data set.
DOI: 10.18419/darus-810/12
title: hazelnut.png

description: Sample rendering of the "hazelnut.dat" data set.
DOI: 10.18419/darus-810/13
title: mandelbulb.png

description: Sample rendering of the "mandelbulb.dat" data set.
DOI: 10.18419/darus-810/14
title: mouse.png

description: Sample rendering of the "mouse.dat" data set.
DOI: 10.18419/darus-810/15
title: hoatzin.png

description: Sample rendering of the "hoatzin.dat" data set.
DOI: 10.18419/darus-810/16
title: kingfisher.png

description: Sample rendering of the "kingfisher.dat" data set.
DOI: 10.18419/darus-810/21
title: freq1.png

description: Sample rendering of the "freq_1.dat" data set.
DOI: 10.18419/darus-810/23
title: freq256.png

description: Sample rendering of the "freq_256.dat" data set.
DOI: 10.18419/darus-810/25
title: laser_small.png

description: Sample rendering of teh "B5.vis1.mmpld" data set.
DOI: 10.18419/darus-810/28
title: megaridis_crop.png

description: Sample rendering of the "megaridis-experimental.mmpld" data set.
DOI: 10.18419/darus-810/29
title: microtomography.png

description: Sample rendering of the "microtomography.dat" data set.
DOI: 10.18419/darus-810/30
title: freq0.png

description: Sample rendering of the "freq_0.dat" data set.
DOI: 10.18419/darus-810/1
title: spheres-description.json

description: Machine-readable description of the data stored for the sphere raycasting benchmark (spheres.zip).
DOI: 10.18419/darus-810/17
title: nova.png

description: Sample rendering of the "nova.dat" data set.
DOI: 10.18419/darus-810/19
title: skull.png

description: Sample rendering of the "skull.dat" data set.
DOI: 10.18419/darus-810/2
title: spheres.zip

description: Results of the sphere raycasting benchmark as comma-separated values.
DOI: 10.18419/darus-810/20
title: visFemale.png

description: Sample rendering of the "visFemale.dat" data set.
DOI: 10.18419/darus-810/22
title: random_small_bg.png

description: Sample rendering of a particle data set randomly generated by TRRojan.
DOI: 10.18419/darus-810/24
title: phasenzerfall_small_crop.png

description: Sample rendering of the "megamol_0000030000.mmpld" data set.
DOI: 10.18419/darus-810/26
title: oc_sim42_crop.png

description: Sample rendering of the "oc_sim42.mmpld" data set.
DOI: 10.18419/darus-810/3
title: volume.zip

description: Results of the volume rendering benchmark as comma-separated values.
DOI: 10.18419/darus-810/31
title: spheres.xdf

description: Results of the sphere raycasting benchmark stored in the revoAnalytics XDF format. These files typically load faster in R than text.
DOI: 10.18419/darus-810/32
title: volume.xdf

description: Results of the volume rendering benchmark stored in the revoAnalytics XDF format. These files typically load faster in R than text.
DOI: 10.18419/darus-810/4
title: volume-description.json

description: Machine-readable description of the data stored for the volume rendering benchmark (volume.zip).
DOI: 10.18419/darus-810
title: Runtime performance measurements of interactive visualisation algorithms

description: &lt;p&gt;Runtime performance measurements for GPU-based direct volume rendering and GPU-based raycasting of spherical particles on ten different discrete graphics processing units from AMD and NVIDIA. The data set at hand systematically evaluates typical factors influencing performance of interactive visualisations like view-port size, data set size, camera position, etc. The volume raycaster is implemented in OpenCL whereas the particle raycaster is written in Direct3D11.&lt;/p&gt;

&lt;p&gt;The data set comprises the individual measurements as comma-separated values. The results for the volume raycasting and the particle rendering are stored in separate files compressed in zip archives (volume.zip and spheres.zip). Each line represents a measurement and all dependent and independent factors are given for that measurement. The machine-readable documentation in the additional JSON files (volume-description.json and spheres-description.json) describes these factors and specifies the data type in terms of .NET CLR types. The content of the XDF files volume.xdf and spheres.xdf is identical to the comma-separated values in volume.zip and spheres.zip. The files are provided for faster loading into R. The image files (grouped into the "renderings" folder in tree view) provide sample renderings of the data sets used for the performance measurements. These are intended for illustration purposes.&lt;/p&gt;
DOI: 10.18419/darus-810/18
title: zeiss.png

description: Sample rendering of the "zeiss.dat" data set.
DOI: 10.15468/dl.4ph9f4
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Occurrence evidence)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Tricholepis glaberrima DC."
 ]
}

 The dataset includes 3 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028523-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zeeatf
title: Occurrence Download

description: A dataset containing 52 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-37.88211 30.32889,-3.66085 30.32889,-3.66085 48.41563,-37.88211 48.41563,-37.88211 30.32889))",
 "TaxonKey is Lampadena chavesi Collett, 1905"
 ]
}

 The dataset includes 52 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028524-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5qwmef
title: Occurrence Download

description: A dataset containing 193 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Avifauna del Banco de Hábitat Cañón del Río Sogamoso"
 ]
}

 The dataset includes 193 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028526-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xzaq57
title: Occurrence Download

description: A dataset containing 1685 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Camellia oleifera Abel.",
 "Year 1950-1970"
 ]
}

 The dataset includes 1685 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028528-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mdfv2e
title: Occurrence Download

description: A dataset containing 15 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is one of (South America, Antarctica)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Deschampsia parvula (Hook.f.) É.Desv."
 ]
}

 The dataset includes 15 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028529-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ad72uu
title: Occurrence Download

description: A dataset containing 633 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Occurrence evidence)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Wrightia tinctoria R.Br."
 ]
}

 The dataset includes 633 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028527-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.65mgha
title: Occurrence Download

description: A dataset containing 578 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "TaxonKey is Saxifraga tangutica Engl."
 ]
}

 The dataset includes 578 records from 26 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028530-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sevcc3
title: Occurrence Download

description: A dataset containing 219 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "TaxonKey is Dilophia salsa Thomson"
 ]
}

 The dataset includes 219 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028532-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.v6efgv
title: Occurrence Download

description: A dataset containing 522 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Occurrence evidence)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Ailanthus excelsa Roxb."
 ]
}

 The dataset includes 522 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028531-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/3kwgxg4stb.1
title: Papaya Leaf Disease Image Dataset

description: This dataset comprises a comprehensive collection of 3626 raw images and 18,130 augmented images of papaya leaves, capturing a diverse range of diseases and healthy conditions. Originally sourced from Ashulia, Bangladesh, the dataset includes 8 distinct classes: Anthracnose (230 images), Bacterial Spot (214 images), Curl (778 images), Healthy (594 images), Mealybug (182 images), Mite Disease (552 images), Mosaic (546 images), and Ringspot (530 images). This dataset serves as a valuable resource for researchers and practitioners in agricultural science, machine learning, and plant pathology, facilitating the development of automated disease detection and classification systems. Each image is labeled according to its corresponding class, providing a robust foundation for training and validating models aimed at enhancing papaya crop health and management.
DOI: 10.17632/v3km6xznt5.1
title: Dataset for SUR-MESS(1,0)

description: The data used in this study are secondary data obtained from the Statistics of Indonesia in 2021. The data used are GRDP data at current prices, labor and labor wages, and investment data in the form of domestic investment and foreign investment for each of the main categories, namely the agriculture category, the manufacturing industry category, the construction category, and the wholesale and retail trade category
DOI: 10.17632/v3km6xznt5.2
title: Dataset for SUR-MESS(0,1)

description: The data used in this study are secondary data obtained from the Statistics of Indonesia in 2021. The data used are GRDP data at current prices, labor and labor wages, and investment data in the form of domestic investment and foreign investment for each of the main categories, namely the agriculture category, the manufacturing industry category, the construction category, and the wholesale and retail trade category
DOI: 10.15468/dl.ecksk9
title: Occurrence Download

description: A dataset containing 148 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Observation, Human Observation, Living Specimen)",
 "TaxonKey is Favratia zoysii (Wulfen) Feer"
 ]
}

 The dataset includes 148 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028533-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8dtamk
title: Occurrence Download

description: A dataset containing 442 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Occurrence evidence)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Barleria prionitis L."
 ]
}

 The dataset includes 442 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028534-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.59jggh
title: Occurrence Download

description: A dataset containing 28 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is one of (Antarctica, South America)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Deschampsia patula (Phil.) Skottsb."
 ]
}

 The dataset includes 28 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028536-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.26984239
title: <b>Regional asymmetries in dissolved organic carbon response to nitrogen addition rather than soil organic carbon and microbial biomass carbon</b>

description: As the most active carbon pool, soil dissolved organic carbon (DOC) plays a critical role in soil organic carbon (SOC) cycling. Due to the coupling of nitrogen (N) and carbon cycles, N addition can impact carbon cycling in terrestrial ecosystems, particularly the soil DOC. However, the impacts of N addition on soil DOC remain lack between humid and non-humid regions. This study undertook to collect 1132 paired observations from 103 independent studies to quantify the response pattern of DOC to N addition in humid (554 observations) and non-humid (574 observations) regions and identify the driving factors regulating N-induced effects. Our results revealed asymmetrical effect of nitrogen addition on soil DOC across humid and non-humid regions rather than microbial biomass carbon (MBC) and SOC. N addition significantly decreased soil DOC (-2.49%) in humid regions, while increasing it (7.30%) in non-humid regions. The effect size of soil DOC decreased linearly with that of MBC to SOC ratio in humid regions, while it increased linearly in non-humid regions. The effect size of soil DOC was positively correlated with the initial MBC and negatively correlated with the initial soil pH in humid regions, while the opposite trend was the case in non-humid regions. Seasonal variability of precipitation remained a significant driving factor for the effect size of soil DOC, when the influences of temperature, soil properties, and N addition rates were removed. Furthermore, the initial SOC content was a primary driving factor for the effect size of soil DOC in humid regions, while the N addition rates was a primary driving factor for the effect size of soil DOC in non-humid regions. Overall, these findings have important practical and policy implications for optimizing the management of soil carbon pools, modeling global carbon balance, and addressing climate change, particularly under different climatic conditions.
DOI: 10.6084/m9.figshare.26984239.v2
title: <b>Regional asymmetries in dissolved organic carbon response to nitrogen addition rather than soil organic carbon and microbial biomass carbon</b>

description: As the most active carbon pool, soil dissolved organic carbon (DOC) plays a critical role in soil organic carbon (SOC) cycling. Due to the coupling of nitrogen (N) and carbon cycles, N addition can impact carbon cycling in terrestrial ecosystems, particularly the soil DOC. However, the impacts of N addition on soil DOC remain lack between humid and non-humid regions. This study undertook to collect 1132 paired observations from 103 independent studies to quantify the response pattern of DOC to N addition in humid (554 observations) and non-humid (574 observations) regions and identify the driving factors regulating N-induced effects. Our results revealed asymmetrical effect of nitrogen addition on soil DOC across humid and non-humid regions rather than microbial biomass carbon (MBC) and SOC. N addition significantly decreased soil DOC (-2.49%) in humid regions, while increasing it (7.30%) in non-humid regions. The effect size of soil DOC decreased linearly with that of MBC to SOC ratio in humid regions, while it increased linearly in non-humid regions. The effect size of soil DOC was positively correlated with the initial MBC and negatively correlated with the initial soil pH in humid regions, while the opposite trend was the case in non-humid regions. Seasonal variability of precipitation remained a significant driving factor for the effect size of soil DOC, when the influences of temperature, soil properties, and N addition rates were removed. Furthermore, the initial SOC content was a primary driving factor for the effect size of soil DOC in humid regions, while the N addition rates was a primary driving factor for the effect size of soil DOC in non-humid regions. Overall, these findings have important practical and policy implications for optimizing the management of soil carbon pools, modeling global carbon balance, and addressing climate change, particularly under different climatic conditions.
DOI: 10.15468/dl.3fxueb
title: Occurrence Download

description: A dataset containing 1651 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Occurrence evidence)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Capparis sepiaria L."
 ]
}

 The dataset includes 1651 records from 32 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028537-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.26984239.v1
title: <b>Regional asymmetries in dissolved organic carbon response to nitrogen addition rather than soil organic carbon and microbial biomass carbon</b>

description: As the most active carbon pool, soil dissolved organic carbon (DOC) plays a critical role in soil organic carbon (SOC) cycling. Due to the coupling of nitrogen (N) and carbon cycles, N addition can impact carbon cycling in terrestrial ecosystems, particularly the soil DOC. However, the impacts of N addition on soil DOC remain lack between humid and non-humid regions. This study undertook to collect 1132 paired observations from 103 independent studies to quantify the response pattern of DOC to N addition in humid (554 observations) and non-humid (574 observations) regions and identify the driving factors regulating N-induced effects. Our results revealed asymmetrical effect of nitrogen addition on soil DOC across humid and non-humid regions rather than microbial biomass carbon (MBC) and SOC. N addition significantly decreased soil DOC (-2.49%) in humid regions, while increasing it (7.30%) in non-humid regions. The effect size of soil DOC decreased linearly with that of MBC to SOC ratio in humid regions, while it increased linearly in non-humid regions. The effect size of soil DOC was positively correlated with the initial MBC and negatively correlated with the initial soil pH in humid regions, while the opposite trend was the case in non-humid regions. Seasonal variability of precipitation remained a significant driving factor for the effect size of soil DOC, when the influences of temperature, soil properties, and N addition rates were removed. Furthermore, the initial SOC content was a primary driving factor for the effect size of soil DOC in humid regions, while the N addition rates was a primary driving factor for the effect size of soil DOC in non-humid regions. Overall, these findings have important practical and policy implications for optimizing the management of soil carbon pools, modeling global carbon balance, and addressing climate change, particularly under different climatic conditions.
DOI: 10.15468/dl.pgevfu
title: Occurrence Download

description: A dataset containing 13661 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Brazil",
 "TaxonKey is Clitellata"
 ]
}

 The dataset includes 13661 records from 89 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028538-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ezmzyj
title: Occurrence Download

description: A dataset containing 12 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Potentilla granulosa T.T.Yu & C.L.Li"
 ]
}

 The dataset includes 12 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028539-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.