cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/y3zx2fht3c.1
title: Benchmark dataset and results for the Satellite Mission Planning Problem

description: This dataset contains the instances and results provided in the paper titled as "Quantum Optimization Methods for Satellite Mission Planning", which is an extension of [1].

[1] Makarov, A., Taddei, M. M., Osaba, E., Franceschetto, G., Villar-Rodriguez, E., & Oregi, I. (2023, November). Optimization of Image Acquisition for Earth Observation Satellites via Quantum Computing. In International Conference on Intelligent Data Engineering and Automated Learning (pp. 3-14). Cham: Springer Nature Switzerland.
DOI: 10.17632/g95wxtbkb4.1
title: Gait analysis after ACL reconstruction

description: Investigated 18 patients (with an average of 3.4 years from the ACL reconstruction) in the study group and 20 healthy subjects as controls. A functional test with walking at arbitrary and fast speeds was used.
The study of gait biomechanics was carried out using the Stedis complex (Neurosoft, Ivanovo). The time of the gait cycle, as well as movements in the hip, knee, and ankle joints during walking, were recorded (Fig. 1). For this, 7 sensors of the complex were fixed using special cuffs in the following places: the sacrum, lower third of the thigh, lower third of the shin of the left and right legs, as well as on the back of the feet. Each sensor contained two EMG channels. Sensors on the thigh and lower leg were also used to record EMG of the quadriceps femoris, biceps, hamstring, tibialis anterior, and triceps surae muscles.
After attaching the sensors and electrodes, the neutral position of the joints of the lower extremities was recorded with a person in the upright position. Next, the subject walked at a distance of 10 meters, turned around at the end, and continued to walk until reaching 30 or more gait cycles in a steady-state walking (it was recorded by a special neural network). The final data was produced to the accepted standard by automatic processing. The results of each study were converted into a spreadsheet. 
The following temporal characteristics were determined: gait cycle (SC) as the duration in seconds, the stance phase (SP) in % of SC, the single support phase (SSP) in % of SC, and the double support phase (DSP) in % of SC.
The following spatial characteristics were determined: clearance (Cl) in cm, walking speed (V) in km/h, and rhythm factor (RF), i. e. the ratio of the larger SP value to the smaller one in absolute units (seconds).
The following movements in the joints were recorded: the maximum range of motion in degrees per gait cycle for the hip joint (HJ), the amplitude of the first (KJ1) and second (KJ2) flexion in the knee joint in degrees, as well as maximum amplitude in the ankle joint (AJ) per gait cycle.
The tibialis anterior (TA), gastrocnemius (GM), quadriceps femoris (QF), and hamstring (HM) muscles were analyzed for the maximum EMG amplitude developed per gait cycle in μV.
DOI: 10.15468/dl.px5q7d
title: Occurrence Download

description: A dataset containing 626 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Africa",
 "OccurrenceStatus is Present",
 "TaxonKey is Citrus ×aurantium L."
 ]
}

 The dataset includes 626 records from 73 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0121372-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zd4yfr
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Festuca flavescens Bellardi",
 "HasCoordinate is true",
 "Country is Iceland",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 2000",
 "CoordinateUncertaintyInMeters is less than 10000"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0121375-240321170329656/datasets/export for details.
DOI: 10.15468/dl.nq7s7a
title: Occurrence Download

description: A dataset containing 115 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Tetraria fimbriolata (Nees) C.B.Clarke"
 ]
}

 The dataset includes 115 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0121374-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.b2hwhx
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Thesium bundiense Hilliard"
 ]
}

 The dataset includes 5 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0121376-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.18167/dvn1/zrfrgd
title: Map of landform classes of the Congo Basin and adjacent regions at 900 m of spatial resolution

description: Map of landform classes of the Congo Basin and adjacent regions at 900 m of spatial resolution.
DOI: 10.15468/dl.99h7p7
title: Occurrence Download

description: A dataset containing 201272 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Amanita muscaria (L.) Lam."
 ]
}

 The dataset includes 201272 records from 474 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0121343-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wbnw98
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Taraxacum bellidiforme Soest"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0121377-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4v5uxw
title: Occurrence Download

description: A dataset containing 16 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Taraxacum perfiljevii Orlova"
 ]
}

 The dataset includes 16 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0121378-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.e8hena
title: Occurrence Download

description: A dataset containing 866 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Tectaria gemmifera (Fée) Alston"
 ]
}

 The dataset includes 866 records from 54 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0121379-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/2z83pvb832.1
title: Situational method engineering for ESG accounting

description: A technical report that accompanies the paper titled: Situational environmental, social and governance accounting: from ethical value elicitation to sustainability reporting. This report contains elaborate explanations and models of a situational meta-method for creating ESGA methods, as well as the validation protocol that was used to validate the method.
DOI: 10.17632/smzy2998df.1
title: 1. Simple Flash Unit in Mathematica Linked to CHEMCAD

description: CHEMCAD is a suite of software for the simulation of chemical processes and the design of equipment. Mathematica is an entirely different type of software, providing powerful computer algebra tools and mathematical functions for the theoretical or numerical solution of advanced mathematical problems. This data set provides instructions with an example for connecting CHEMCAD to Mathematica through Excel. The example is a simple flash calculation with a fully specified feed stream split by the flash into vapor and liquid streams. The calculation uses ideal Raoult's Law K values. Files and instructions for connecting the software using Mathematica Link for Excel are included. The software prerequisites are working, licensed copies of Mathematica, CHEMCAD, and Mathematica Link for Excel. The results are interesting because a wide range of advanced design and simulation equations can be posed in Mathematica and run live in CHEMCAD.
DOI: 10.15468/dl.4t6cdj
title: Occurrence Download

description: A dataset containing 5681 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Specimen, Observation, Machine Observation, Human Observation, Material sample, Material citation, Fossil, Living Specimen, Occurrence evidence)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Larix gmelinii (Rupr.) Kuzen."
 ]
}

 The dataset includes 5681 records from 76 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0121380-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/cdcgbsrrhc.1
title: 2. Simple Membrane Unit in Mathematica Linked to CHEMCAD

description: CHEMCAD is a suite of software for the simulation of chemical processes and the design of equipment. Mathematica is an entirely different type of software, providing powerful computer algebra tools and mathematical functions for the theoretical or numerical solution of advanced mathematical problems. This data set provides instructions with an example for connecting CHEMCAD to Mathematica through Excel. The example is a simple well-mixed membrane calculation with a fully specified feed stream split by the membrane into retentate and permeate streams. Files and instructions for connecting the software using Mathematica Link for Excel are included. The software prerequisites are working, licensed copies of Mathematica, CHEMCAD, and Mathematica Link for Excel. The results are interesting because a wide range of advanced design and simulation equations can be posed in Mathematica and run live in CHEMCAD.
DOI: 10.5281/zenodo.10938095
title: A large-scale high-resolution cropland non-agriculturalization (Hi-CNA) dataset

description: The Hi-CNA is a high-resolution remote sensing dataset dedicated to the cropland non-agriculturalization (CNA) tasks, featuring high-quality semantic and change annotations for cropland. The study area covers parts of Hebei, Shanxi, Shandong, Hubei provinces in China, with a total area exceeding 1100 km2. These regions exhibit significant variations in crop planting, ensuring the diversity of cropland morphologies. The first temporal phase spans from 2015 to 2017, while the second phase ranges from 2020 to 2022, covering multiple phenological periods of crops. These characteristics provide a rich variety of samples for CNA tasks.

The dataset is sourced from multispectral GF-2 fusion images with a spatial resolution of 0.8m, encompassing four bands including visible light and near-infrared. All images are cropped to 512*512, resulting in a total of 6797 pairs of dual-temporal images with corresponding annotations. Figure 1 illustrates different forms of cropland and some types of changes.
DOI: 10.5281/zenodo.10938096
title: A large-scale high-resolution cropland non-agriculturalization (Hi-CNA) dataset

description: The Hi-CNA is a high-resolution remote sensing dataset dedicated to the cropland non-agriculturalization (CNA) tasks, featuring high-quality semantic and change annotations for cropland. The study area covers parts of Hebei, Shanxi, Shandong, Hubei provinces in China, with a total area exceeding 1100 km2. These regions exhibit significant variations in crop planting, ensuring the diversity of cropland morphologies. The first temporal phase spans from 2015 to 2017, while the second phase ranges from 2020 to 2022, covering multiple phenological periods of crops. These characteristics provide a rich variety of samples for CNA tasks.

The dataset is sourced from multispectral GF-2 fusion images with a spatial resolution of 0.8m, encompassing four bands including visible light and near-infrared. All images are cropped to 512*512, resulting in a total of 6797 pairs of dual-temporal images with corresponding annotations. Figure 1 illustrates different forms of cropland and some types of changes.
DOI: 10.17632/nz7p8bhhs3.1
title: 3. Improved Membrane Unit in Mathematica Linked to CHEMCAD

description: CHEMCAD is a suite of software for the simulation of chemical processes and the design of equipment. Mathematica is an entirely different type of software, providing powerful computer algebra tools and mathematical functions for the theoretical or numerical solution of advanced mathematical problems. This data set provides instructions with an example for connecting CHEMCAD to Mathematica through Excel. The example is a simple well-mixed membrane calculation with a fully specified feed stream split by the membrane into retentate and permeate streams. This data set is similar to Reference 1 in that the same feed and membrane specifications are used. In Reference 1, we used the algebraic solution provided in Reference 2, which was arrived at by the authors after a series of algebraic manipulations. What makes this data set different is that we invoked the symbolic engine in Mathematica, specifying only the governing equations and letting Mathematica arrive at the solution. This makes the model far more flexible since additional components can easily be added by adding additional flux and species mole balance equations and letting Mathematica re-derive the solution. The results are interesting because a wide range of advanced design and simulation equations can be posed in Mathematica and then used directly in simulations called from and running live in CHEMCAD.

Files and instructions for connecting the software using Mathematica Link for Excel are included. The software prerequisites are working, licensed copies of Mathematica, CHEMCAD, and Mathematica Link for Excel. Users without licenses can request free trials from the vendors.
DOI: 10.15468/dl.rkpean
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Festuca francoi Fern.Prieto, C.Aguiar, E.Días & M.I.Gut.",
 "HasCoordinate is true",
 "Country is Iceland",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 2000",
 "CoordinateUncertaintyInMeters is less than 10000"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0121381-240321170329656/datasets/export for details.
DOI: 10.17632/3b8n72m28v.1
title: 4. Connecting CHEMCAD to the Wolfram Cloud for Flash Calculations

description: CHEMCAD is a suite of software for the simulation of chemical processes and the design of process equipment. Mathematica is an entirely different type of software, providing powerful computer algebra tools and mathematical functions for the theoretical or numerical solution of advanced mathematical problems. Mathematica can be run locally on the desktop and through the Wolfram Cloud. Either platform allows the deployment of functions to the Wolfram Cloud, and these functions can be accessed over the internet in Excel. In Reference 1, we showed how to connect CHEMCAD to Excel using Mathematica Link For Excel, which runs locally on the desktop computer. This data set extends that study by providing instructions with an example for connecting CHEMCAD to Mathematica functions deployed on the Wolfram Cloud. The connection is made using CHEMCAD data mapping to Excel running Wolfram Cloud Connector. 

The example is a simple flash calculation with a fully specified feed stream split by the flash into vapor and liquid streams. The calculation uses ideal Raoult's Law K values. Similarly to Reference 2, we invoked the symbolic engine in Mathematica, specifying only the governing equations and letting Mathematica arrive at the solution. The results are interesting because they demonstrate that a wide range of advanced design and simulation equations can be posed in Mathematica, deployed to the cloud, and run live in CHEMCAD by many users. Files and instructions for connecting the software using Wolfram Cloud Connector are included. The software prerequisites are working, licensed copies of Mathematica, CHEMCAD, and Mathematica Link for Excel. Users without licenses can request free trials from the vendors.
DOI: 10.15468/dl.5b25h9
title: Occurrence Download

description: A dataset containing 216 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Thesium capitatum L."
 ]
}

 The dataset includes 216 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0121383-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/6gw5m5d7pn.1
title: 5. Connecting CHEMCAD to the Wolfram Cloud for Membrane Calculations

description: CHEMCAD is a suite of process design software and Mathematica is a powerful computer algebra system for theoretical or numerical solution of advanced mathematical problems. In previous publications, we provided detailed instructions and examples for connecting Mathematica running locally or on the cloud to CHEMCAD. In References 1-3, we showed how to connect CHEMCAD to Excel using Mathematica Link For Excel running locally on the desktop computer. Reference 4 explains how to deploy functions to the cloud. Once deployed to the cloud, functions can be accessed over the internet in Excel, which in turn is connected to CHEMCAD through data mapping. This data set further extends that study by providing an additional example.

The example is a simple well-mixed membrane calculation with a fully specified feed stream split by the membrane into retentate and permeate streams similar to Reference 3. To arrive at a solution, we specify the governing equations and invoke the symbolic solver in Mathematica to generate the design functions. The model is flexible since changes to the underlying equations can be easily made to accommodate different mechanical designs in the equipment, different transport mechanisms, or additional components. The results are interesting because a wide range of advanced design and simulation equations can be posed in Mathematica, deployed to the cloud, and then used directly by multiple users running CHEMCAD.
DOI: 10.15468/dl.y5sgfh
title: Occurrence Download

description: A dataset containing 123 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Tetraria flexuosa (Thunb.) C.B.Clarke"
 ]
}

 The dataset includes 123 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0121382-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/fhwzyk3n6g.1
title: 6. Connecting Aspen Plus to the Wolfram Cloud for Flash Calculations

description: Recent examples published in Mendeley Data [1-5] demonstrate interconnectivity between CHEMCAD, Mathematica, and Excel. Those examples show that user-defined Mathematica functions can be called from Excel and passed to CHEMCAD in real time. This means process models can be built in Mathematica, expressed as functions, run in Excel, and passed to CHEMCAD, with all three programs running simultaneously. Both local PC-based and cloud-based Mathematica versions were used in those demonstrations. Other process simulators besides CHEMCAD allow data mapping to Excel. For example, the Aspen Simulation Workbook add-in for Excel is included in the Aspen products installation. This publication demonstrates that a similar approach can be used to connect Aspen Plus, Mathematica, and Excel. The results are interesting because a wide range of advanced design and simulation equations can be posed in Mathematica, deployed to the cloud, and then used directly by multiple users running Aspen Plus. To use this dataset, open and follow the procedure document.
DOI: 10.18167/dvn1/s1a3ky
title: NIRS Database on intact fresh cassava for Dry Matter Starch at IITA, Nigeria

description: Cassava samples were havested in Ibadan at 8/25/2021 (20 genotypes) and Ikenne at 8/27/2021 (6 genotypes). Spectra of intact fresh pieces of cassava root, transverse position PT(proximal top), MT(middle top), MB(middle back) and AxB(axial back) was collected. DM and starch analysis were also done on the same sample pieces.
DOI: 10.15468/dl.d8pcw4
title: Occurrence Download

description: A dataset containing 28 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Taraxacum bellum H.Øllg."
 ]
}

 The dataset includes 28 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0121384-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fzx9bk
title: Occurrence Download

description: A dataset containing 171 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Taraxacum perfissum Soest"
 ]
}

 The dataset includes 171 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0121385-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.exfebt
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Festuca frigida (Hack.) K.Richt.",
 "HasCoordinate is true",
 "Country is Iceland",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 2000",
 "CoordinateUncertaintyInMeters is less than 10000"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0121386-240321170329656/datasets/export for details.
DOI: 10.18167/dvn1/ajnoh8
title: Gendered boiled cassava product profile in Uganda

description: The WP1 Gendered Food Product Profile for boiled cassava in Uganda reflects the final step (step 5) of an interdisciplinary five-step methodology developed to identify demand for quality characteristics among diverse user groups along the food chain (Forsythe et al., 2022). This methodology includes: step 1) interdisciplinary state of knowledge of the product ; step 2) gendered food mapping, which includes participatory research with men and women in rural communities regarding their product preferences and priorities; step 3) participatory processing diagnosis and quality characteristics ; and step 4) consumer studies in rural and urban areas of the product using different RTB varieties.
DOI: 10.15468/dl.a8ah27
title: Occurrence Download

description: A dataset containing 194 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Tectaria gigantea (Blume) Copel."
 ]
}

 The dataset includes 194 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0121387-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.