cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.cv52qm
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Aphyocharax rubropinnis"
 ]
}

 The dataset includes 8 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001899-250711103210423/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.29551019
title: CommitProjecct.zip

description: Folder that contains all the classes to read the JSON file.
DOI: 10.6084/m9.figshare.29551019.v1
title: CommitProjecct.zip

description: Folder that contains all the classes to read the JSON file.
DOI: 10.15468/dl.rhgekr
title: Occurrence Download

description: A dataset containing 4641 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Rhodomyrtus tomentosa"
 ]
}

 The dataset includes 4641 records from 123 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001901-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nda2xs
title: Occurrence Download

description: A dataset containing 795 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Oreochromis macrochir)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 795 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001902-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xms2rq
title: Occurrence Download

description: A dataset containing 3154 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Aerva lanata"
 ]
}

 The dataset includes 3154 records from 124 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001903-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4tcjfu
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is BOLD:AAD5887"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001904-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.au2gqx
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of ()",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001906-250711103210423/datasets/export for details.
DOI: 10.15468/dl.345zz5
title: Occurrence Download

description: A dataset containing 779 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Aeschynomene abyssinica"
 ]
}

 The dataset includes 779 records from 42 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001907-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3ftnnw
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Table 1) Proportion of Toxoplasma gondii seropositive arctic foxes (Alopex lagopus) by age group and geographic area"
 ]
}

 The dataset includes 8 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008233-180508205500799/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.w6cy8f
title: Occurrence Download

description: A dataset containing 25 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Centaurea microlonchoides Boiss."
 ]
}

 The dataset includes 25 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0129970-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9zjzws
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Table 1) Proportion of Toxoplasma gondii seropositive arctic foxes (Alopex lagopus) by age group and geographic area"
 ]
}

 The dataset includes 8 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004345-180412121330197/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ygswaz
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Rhaponticoides modesti (Fed.) Negaresh"
 ]
}

 The dataset includes 7 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0129975-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.q62m37
title: Occurrence Download

description: A dataset containing 174739618 species occurrences available in GBIF matching the query:
{
 "BasisOfRecord" : [
 "is Specimen"
 ]
}

 The dataset includes 174739618 records from 14239 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0065858-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4rtezp
title: Occurrence Download

description: A dataset containing 63 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pistia stratiotes",
 "Country is Tanzania, United Republic of",
 "HasCoordinate is true"
 ]
}

 The dataset includes 63 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051716-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9x26gq
title: Occurrence Download

description: A dataset containing 241 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Calotropis procera",
 "Country is Malawi",
 "HasCoordinate is true"
 ]
}

 The dataset includes 241 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051714-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ykgecu
title: Occurrence Download

description: A dataset containing 3544 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Scyliorhinus stellaris"
 ]
}

 The dataset includes 3544 records from 135 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051715-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bsmnys
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Euphorbia lathyris",
 "Country is Albania",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051717-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.h5h3ut
title: Occurrence Download

description: A dataset containing 787 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Euphorbia lathyris",
 "Country is Austria",
 "HasCoordinate is true"
 ]
}

 The dataset includes 787 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051718-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vmbtjv
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Calotropis procera",
 "Country is Marshall Islands",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051719-250717081556266/datasets/export for details.
DOI: 10.15468/dl.p78rtr
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Toona sinensis",
 "Country is Rwanda",
 "HasCoordinate is true"
 ]
}

 The dataset includes 4 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051722-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34740/kaggle/dsv/12585610
title: Daftar Pengadilan Indonesia
DOI: 10.15468/dl.8b2us3
title: Occurrence Download

description: A dataset containing 17767 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Viburnum lantanoides"
 ]
}

 The dataset includes 17767 records from 105 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051720-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qrxa8w
title: Occurrence Download

description: A dataset containing 9492 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Emberiza buchanani)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "License is one of (CC-BY 4.0, CC0 1.0)"
 ]
}

 The dataset includes 9492 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051721-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.as7cna
title: Occurrence Download

description: A dataset containing 13445 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Euphorbia lathyris",
 "Country is Belgium",
 "HasCoordinate is true"
 ]
}

 The dataset includes 13445 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051724-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zt95gq
title: Occurrence Download

description: A dataset containing 428 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Searsia koefoedi"
 ]
}

 The dataset includes 428 records from 29 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051725-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tru774
title: Occurrence Download

description: A dataset containing 92 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Calotropis procera",
 "Country is Nicaragua",
 "HasCoordinate is true"
 ]
}

 The dataset includes 92 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051726-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6rez5t
title: Occurrence Download

description: A dataset containing 177 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pistia stratiotes",
 "Country is Thailand",
 "HasCoordinate is true"
 ]
}

 The dataset includes 177 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051727-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5n74wz
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Euphorbia lathyris",
 "Country is Bolivia (Plurinational State of)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051728-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5jh9a7
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ficus benjamina",
 "Country is Tonga",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051730-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.abmtda
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ficus benjamina",
 "Country is Samoa",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051729-250717081556266/datasets/export for details.
DOI: 10.15468/dl.bmt8ae
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pistia stratiotes",
 "Country is Timor-Leste",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051732-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.58wggx
title: Occurrence Download

description: A dataset containing 10191 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Emberiza aureola)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "License is one of (CC-BY 4.0, CC0 1.0)"
 ]
}

 The dataset includes 10191 records from 55 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051731-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.e8zxh7
title: Occurrence Download

description: A dataset containing 23 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pistia stratiotes",
 "Country is Togo",
 "HasCoordinate is true"
 ]
}

 The dataset includes 23 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051735-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gdr9zg
title: Occurrence Download

description: A dataset containing 339 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Calotropis procera",
 "Country is Niger",
 "HasCoordinate is true"
 ]
}

 The dataset includes 339 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051734-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.43ydqk
title: Occurrence Download

description: A dataset containing 44 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pistia stratiotes",
 "Country is Uganda",
 "HasCoordinate is true"
 ]
}

 The dataset includes 44 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051736-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dthj5a
title: Occurrence Download

description: A dataset containing 23658 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Seriola dumerili"
 ]
}

 The dataset includes 23658 records from 215 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051733-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.shxtre
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Phyllonorycter robiniella",
 "Country is Slovakia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051737-250717081556266/datasets/export for details.
DOI: 10.5281/zenodo.14923406
title: Dataset for IoT-Enabled Smart Manufacturing for Energy and Resource Optimization Simulation in Schilab

description: This dataset supports the study "A Framework for IoT-Enabled Smart Manufacturing for Energy and Resource Optimization" by Alex Bazigu and Johnson Mwebaze, submitted to the RIO Journal. The original study used MATLAB Simulink to simulate an IoT-enabled smart manufacturing system, achieving an 18% energy reduction. This replication uses Scilab (version 2025.0.0), an open-source numerical computation software, to enhance accessibility in resource-constrained environments, achieving an average energy reduction of 17.87%, closely aligning with the original result.

Contents









Scilab Script: iot_simulation.sce – Simulates the IoT system over 1000 time steps, monitoring energy, temperature, pressure, fire signals, and production efficiency.




CSV Outputs: Sensor data and control results at each timestep:





energy_data.csv, temperature_data.csv, pressure_data.csv, fire_data.csv, raw_material_usage.csv, production_efficiency.csv, fan_status.csv, pressure_control.csv, energy_saving.csv, sprinkler_status.csv






Plot: simulation_results.png – Visualizing five aspects of the simulation (temperature, pressure, energy, fire signals, production efficiency).





Usage Instructions:



Install Scilab (version 2025.0.0 or later) from https://www.scilab.org/.

Download iot_simulation.sce and place it in a working directory.

Open Scilab, set the working directory to the location of iot_simulation.sce, and run the script using "exec('iot_simulation.sce')"



The script generates CSV files and a plot (simulation_results.png) in the working directory, replicating the simulation with an average energy reduction of 17.87%.





License:





The software code (iot_simulation.sce) is licensed under the MIT License. See the GitHub repository:https://github.com/EngBalex/A-Framework-for-IoT-Enabled-Smart-Manufacturing-for-Energy-and-Resource-Optimization-Schilab




The dataset and documentation (CSV files, README text, simulation plot) are licensed under Creative Commons Attribution 4.0 International (CC BY 4.0)



Citation: 

Bazigu, A. (2025). Dataset for IoT-Enabled Smart Manufacturing for Energy and Resource Optimization Simulation in Schilab (v1.0) [Data set and software]. Zenodo. https://doi.org/10.5281/zenodo.14923407
DOI: 10.5281/zenodo.14923407
title: Dataset for IoT-Enabled Smart Manufacturing for Energy and Resource Optimization Simulation in Schilab

description: This dataset supports the study "A Framework for IoT-Enabled Smart Manufacturing for Energy and Resource Optimization" by Alex Bazigu and Johnson Mwebaze, submitted to the RIO Journal. The original study used MATLAB Simulink to simulate an IoT-enabled smart manufacturing system, achieving an 18% energy reduction. This replication uses Scilab (version 2025.0.0), an open-source numerical computation software, to enhance accessibility in resource-constrained environments, achieving an average energy reduction of 17.87%, closely aligning with the original result.

Contents









Scilab Script: iot_simulation.sce – Simulates the IoT system over 1000 time steps, monitoring energy, temperature, pressure, fire signals, and production efficiency.




CSV Outputs: Sensor data and control results at each timestep:





energy_data.csv, temperature_data.csv, pressure_data.csv, fire_data.csv, raw_material_usage.csv, production_efficiency.csv, fan_status.csv, pressure_control.csv, energy_saving.csv, sprinkler_status.csv






Plot: simulation_results.png – Visualizing five aspects of the simulation (temperature, pressure, energy, fire signals, production efficiency).





Usage Instructions:



Install Scilab (version 2025.0.0 or later) from https://www.scilab.org/.

Download iot_simulation.sce and place it in a working directory.

Open Scilab, set the working directory to the location of iot_simulation.sce, and run the script using "exec('iot_simulation.sce')"



The script generates CSV files and a plot (simulation_results.png) in the working directory, replicating the simulation with an average energy reduction of 17.87%.





License:





The software code (iot_simulation.sce) is licensed under the MIT License. See the GitHub repository:https://github.com/EngBalex/A-Framework-for-IoT-Enabled-Smart-Manufacturing-for-Energy-and-Resource-Optimization-Schilab




The dataset and documentation (CSV files, README text, simulation plot) are licensed under Creative Commons Attribution 4.0 International (CC BY 4.0)



Citation: 

Bazigu, A. (2025). Dataset for IoT-Enabled Smart Manufacturing for Energy and Resource Optimization Simulation in Schilab (v1.0) [Data set and software]. Zenodo. https://doi.org/10.5281/zenodo.14923407
DOI: 10.15468/dl.dzpybw
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Calotropis procera",
 "Country is Niue",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051738-250717081556266/datasets/export for details.
DOI: 10.15468/dl.atw3j7
title: Occurrence Download

description: A dataset containing 361582 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Elanoides forficatus)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "License is one of (CC-BY 4.0, CC0 1.0)"
 ]
}

 The dataset includes 361582 records from 115 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051705-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zawwxy
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pistia stratiotes",
 "Country is Vanuatu",
 "HasCoordinate is true"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051740-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.