cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.30034597
title: Supplemental Tables S1-S4 and Figures S1-S2 for <b>Crosstalk Between Obesogenic Diet and Estrogen Drives Distinct Microbiota Profiles in Ovariectomized Mice</b>

description: This study employed a mouse model using sham-operated and ovariectomized mice, with or without high-fat diet-induced obesity, to disentangle the roles of menopause and obesity. Ovariectomized mice on a high-fat diet were further treated with estradiol to assess the regulatory effects of hormone supplementation on the gut microbiota. Supplemental Table 1 listed microbial ASVs signficantly affected by high-fat diet. Supplemental Table 2 listed microbial ASVs signficantly affected by ovariectomy. Supplemental Table 3 listed predicted microbial pathways affected by high-fat diet, Ovx, or Estrogen supplementation. Supplemental Table 4 listed Effects of estrogen on the gut microbiota at the ASV level in Ovx_HFD_Estrogen versus Ovx_HFD groups. Supplemental Figure 1 showed i<b>mpact of obesity, ovariectomy, and estrogen supplementation on the Firmicutes:</b> <b>Bacteroidota ratio</b>. Supplemental Figure 2 showed <b>effect of estrogen supplementation on body composition in ovariectomized females.</b>
DOI: 10.6084/m9.figshare.30034597.v2
title: Supplemental Tables S1-S4 and Figures S1-S2 for <b>Crosstalk Between Obesogenic Diet and Estrogen Drives Distinct Microbiota Profiles in Ovariectomized Mice</b>

description: This study employed a mouse model using sham-operated and ovariectomized mice, with or without high-fat diet-induced obesity, to disentangle the roles of menopause and obesity. Ovariectomized mice on a high-fat diet were further treated with estradiol to assess the regulatory effects of hormone supplementation on the gut microbiota. Supplemental Table 1 listed microbial ASVs signficantly affected by high-fat diet. Supplemental Table 2 listed microbial ASVs signficantly affected by ovariectomy. Supplemental Table 3 listed predicted microbial pathways affected by high-fat diet, Ovx, or Estrogen supplementation. Supplemental Table 4 listed Effects of estrogen on the gut microbiota at the ASV level in Ovx_HFD_Estrogen versus Ovx_HFD groups. Supplemental Figure 1 showed i<b>mpact of obesity, ovariectomy, and estrogen supplementation on the Firmicutes:</b> <b>Bacteroidota ratio</b>. Supplemental Figure 2 showed <b>effect of estrogen supplementation on body composition in ovariectomized females.</b>
DOI: 10.6084/m9.figshare.30034597.v1
title: Supplemental Tables S1-S4 for <b>Crosstalk Between Obesogenic Diet and Estrogen Drives Distinct Microbiota Profiles in Ovariectomized Mice</b>

description: This study employed a mouse model using sham-operated and ovariectomized mice, with or without high-fat diet-induced obesity, to disentangle the roles of menopause and obesity. Ovariectomized mice on a high-fat diet were further treated with estradiol to assess the regulatory effects of hormone supplementation on the gut microbiota. Supplemental Table 1 listed microbial ASVs signficantly affected by high-fat diet. Supplemental Table 2 listed microbial ASVs signficantly affected by ovariectomy. Supplemental Table 3 listed predicted microbial pathways affected by high-fat diet, Ovx, or Estrogen supplementation. Supplemental Table 4 listed Effects of estrogen on the gut microbiota at the ASV level in Ovx_HFD_Estrogen versus Ovx_HFD groups.
DOI: 10.15468/dl.3uuegm
title: Occurrence Download

description: A dataset containing 363582 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Monarch Watch",
 "Geometry POLYGON((-136.44458 21.02944,-51.55542 21.02944,-51.55542 54.97056,-136.44458 54.97056,-136.44458 21.02944))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 363582 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019872-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9xxu78
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Symphyotrichum subulatum",
 "Country is Belgium",
 "HasCoordinate is true"
 ]
}

 The dataset includes 6 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019885-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fffrnu
title: Occurrence Download

description: A dataset containing 33717 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Vaccinium corymbosum"
 ]
}

 The dataset includes 33717 records from 332 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019883-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uxpjs4
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Symphyotrichum subulatum",
 "Country is Bosnia and Herzegovina",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019886-250827131500795/datasets/export for details.
DOI: 10.15468/dl.8xcw44
title: Occurrence Download

description: A dataset containing 1462 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-31.42641 38.03689,53.42641 38.03689,53.42641 71.96311,-31.42641 71.96311,-31.42641 38.03689))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Perforatella bidentata"
 ]
}

 The dataset includes 1462 records from 42 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019887-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.z3sycr
title: Occurrence Download

description: A dataset containing 172 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Tephrosia interrupta",
 "Geometry POLYGON ((-17.62504 -34.81917, 51.13387 -34.81917, 51.13387 37.34999, -17.62504 37.34999, -17.62504 -34.81917))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 172 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019888-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.38ewyv
title: Occurrence Download

description: A dataset containing 2955 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry MULTIPOLYGON(((-104.05245 41.39323,-104.05321 41.00164,-102.05176 41.00233,-102.05171 40.00317,-95.30809 39.99995,-95.41589 40.04143,-95.39319 40.11833,-95.4797 40.18649,-95.47738 40.24258,-95.55096 40.26071,-95.56349 40.29781,-95.65572 40.30998,-95.62317 40.34447,-95.70043 40.50521,-95.66175 40.51739,-95.65581 40.54662,-95.67852 40.56259,-95.70869 40.5214,-95.76553 40.52996,-95.77421 40.57478,-95.7499 40.60685,-95.8859 40.72284,-95.83466 40.78099,-95.84842 40.86318,-95.80935 40.89164,-95.88248 41.05944,-95.86243 41.09037,-95.8829 41.15477,-95.84133 41.17592,-95.92792 41.19798,-95.91076 41.23268,-95.92775 41.29868,-95.90622 41.30129,-95.9037 41.27423,-95.87205 41.30253,-95.95578 41.34269,-95.92918 41.368,-95.92056 41.45182,-96.01263 41.47714,-96.00047 41.54001,-96.04822 41.51609,-96.09407 41.53852,-96.0813 41.57658,-96.11813 41.61547,-96.09484 41.65309,-96.12227 41.68462,-96.07286 41.70494,-96.10644 41.73894,-96.06449 41.79504,-96.16219 41.90263,-96.13011 41.97145,-96.1889 41.97822,-96.19438 42.00942,-96.24166 41.99913,-96.22222 42.02977,-96.27421 42.04773,-96.27112 42.11659,-96.34927 42.17011,-96.35986 42.21081,-96.32363 42.23001,-96.32917 42.25477,-96.41747 42.35218,-96.38579 42.47528,-96.50037 42.48249,-96.54862 42.51986,-96.61255 42.50555,-96.70867 42.60204,-96.70027 42.65465,-96.79382 42.66645,-96.80726 42.70233,-96.8979 42.73263,-96.95522 42.71814,-96.97533 42.75749,-97.13216 42.77229,-97.2117 42.81054,-97.21975 42.84633,-97.31693 42.86885,-97.44928 42.84571,-97.49371 42.86814,-97.59111 42.84262,-97.61624 42.86606,-97.67471 42.83121,-97.71618 42.86155,-97.77746 42.83668,-97.84329 42.86805,-97.87613 42.85738,-97.92051 42.78913,-98.01567 42.76224,-98.14674 42.83954,-98.44416 42.92873,-98.49857 42.99867,-104.05308 43.00056,-104.05245 41.39323)))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Bombus impatiens"
 ]
}

 The dataset includes 2955 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019889-250827131500795/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.28232693
title: Code and data for: <b>Comparing the ability of natural history collections and </b><b>community science observations to estimate plant niches</b>

description: Code and data for the paper: Eckert, I., Obiar, N. & Pollock, L.J.(2025). Comparing the ability of natural history collections and community science observations to estimate plant niches. <i>Botany, 103: 1-11.</i> https://doi.org/10.1139/cjb-2025-0010
DOI: 10.6084/m9.figshare.28232693.v1
title: Code and data for: <b>Comparing the ability of natural history collections and </b><b>community science observations to estimate plant niches</b>

description: Code and data for the paper: Eckert, I., Obiar, N. & Pollock, L.J.(2025). Comparing the ability of natural history collections and community science observations to estimate plant niches. <i>Botany, 103: 1-11.</i> https://doi.org/10.1139/cjb-2025-0010
DOI: 10.15468/dl.cw3uns
title: Occurrence Download

description: A dataset containing 1874 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Panisus michaeli, Acentrella, Baetis, Dugesia, Adenophlebia, Aprionyx, Castanophlebia, Choroterpes, Ephemerellina, Lestagella, Ferrissia, Lumbriculus, , Platycyclops, Prostoma, Psychoda alternata, Psychoda, Chironomus, Culex, Trithemis, Tubifex, Dero, Baetis harrisoni, Simulium, Pseudagrion, Laccocoris limigenus, Laccocoris, Micronecta piccanin, Micronecta, Micronecta scutellaris, Pisidium, Plea pullula, Potamon, Sigara sjoestedti, Sigara, Austrocaenis, Burnupia, Centroptilum, Cloeon, Cloeon crassi, Crocothemis erythraea, Crocothemis, Enithares sobria, Enithares, Yola subopaca, Yola, Ecnomus, Anisops aglaia, Anisops, Anisops gracilis, Aulonogyrus, Bulinus, Guignotus, Gyraulus, Ischnura senegalensis, Ischnura, Laccophilus cyclopis, Physa, Potamonectes, Sharphydrus coriaceus, Sharphydrus, Sigara meridionalis, Simulium ruficorne, Adenophlebia peringueyella, Aphanicercella, Aphanicercopsis, Athripsodes, Castanophlebia calida, Centroptiloides bifasciatum, Centroptiloides, Cheumatopsyche maculata, Leptonema, Cheumatopsyche, Chimarra, Hydroptila, Lithogloea, Macronema, Neoperla spio, Neoperla, Pseudocloeon, Pseudocloeon vinosum, Anax imperator, Anax, Bulinus tropicus, Cybister, Herophydrus oscillator, Lymnaea, Orthetrum, Pseudagrion massaicum, Pyrgophysa, Sphaerodema capensis, Appasus, Succinea, Cheumatopsyche afra, Acroperus harpae, Acroperus, Aedes, Afroeubria, Afronurus, Alluaudomyia)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((27.1586 -33.5889,28.2048 -32.9007,25.5395 -32.9007,25.5395 -34.1098,25.6468 -34.1222,25.7787 -34.0734,25.7098 -33.9109,25.8639 -33.797,26.4806 -33.8473,27.1586 -33.5889))"
 ]
}

 The dataset includes 1874 records from 27 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019890-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4swykm
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Achnanthes, Psammothidium, Achnanthes crassa, , Achnanthes standeri, Achnanthes subaffinis, Achnanthes swazi, Achnanthidium, , Achnanthidium biasolettianum, Achnanthidium exiguum, Achnanthidium macrocephalum, Achnanthidium saprophilum, Actinotaenium, Adlafia, Adlafia bryophila, Ammatoidea, , Amphora, Frustulia, Amphora fontinalis, , , Amphora normanii, Amphora ovalis, Amphora pediculus, Amphora strigosa, Amphora veneta, Anabaena flosaquae, Anabaena, Ankistrodesmus, Apatococcus, Aphanocapsa, Aphanothece, Asterionella, Asterionella formosa, Audouinella, Aulacoseira, Bacillaria, Batrachospermum, Brachysira, Brachysira brebissonii, Brachysira neoxilis, Brachysira wygaschii, Brachysira zellensis, Bulbochaete, Caloneis, Caloneis bacillum, , Calothrix, Capartogramma, , Chaetosphaeridium, Chamaesiphon, Characiopsis, Chlamydomonas, Chlorella, Chlorella saccharophila, Chlorobotrys, Chlorosarcina, Chroococcus, Chroococcus minutus, Chroodactylon, Cladophora glomerata, Cladophora, Closterium, Closterium abruptum, Closterium lineatum, Cocconeis, Cocconeis engelbrechtii, Cocconeis pediculus, Cocconeis placentula, , Coelosphaerium, Coenochloris, Coenococcus, Coenocystis, Cosmarium, Cosmarium tinctum, Craticula accomoda, Craticula, Craticula ambigua, Craticula halophila, Craticula molestiformis, Craticula vixnegligenda, Crucigenia, Cryptomonas, Ctenophora pulchella, Ctenophora, , Cyclostephanos, Cyclotella meneghiniana, Cyclotella, Cyclotella ocellata, Cylindrocapsa, Cylindrocystis, Cylindrospermum, Cymatopleura, )",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((20.529 -24.0715,20.509 -24.0455,20.509 -24.0715,20.529 -24.0715))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019892-250827131500795/datasets/export for details.
DOI: 10.5281/zenodo.14589052
title: [Duplicated] Data and code from: Fly pollinator foraging in boreal forests is shaped by climate, forest structure and flower resources

description: This dataset corresponds to a duplicated register of "Data and code from: Fly pollinator foraging in boreal forests is shaped by climate, forest structure and flower resources". For access, please refer to: https://doi.org/10.5281/zenodo.14765672
DOI: 10.5281/zenodo.14765526
title: [Duplicated] Data and code from: Fly pollinator foraging in boreal forests is shaped by climate, forest structure and flower resources

description: This dataset corresponds to a duplicated register of "Data and code from: Fly pollinator foraging in boreal forests is shaped by climate, forest structure and flower resources". For access, please refer to: https://doi.org/10.5281/zenodo.14765672
DOI: 10.15468/dl.a6jy5y
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-1.18112 36.93066,34.18112 36.93066,34.18112 51.06934,-1.18112 51.06934,-1.18112 36.93066))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Hiltrudia mathildae"
 ]
}

 The dataset includes 3 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019893-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.at5nk6
title: Occurrence Download

description: A dataset containing 26278 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Arthraxon hispidus"
 ]
}

 The dataset includes 26278 records from 379 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019891-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.k9pzq7
title: Occurrence Download

description: A dataset containing 943 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Monochirus hispidus"
 ]
}

 The dataset includes 943 records from 54 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019894-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25574/23507
title: Chandra X-ray Observatory ObsId 23507

description: X-ray luminous novae in outburst
DOI: 10.25574/24118
title: Chandra X-ray Observatory ObsId 24118

description: Flows of hot Baryons in the Milky Way center: How are fountains & chimneys linked to the Galactic-scale outflow?
DOI: 10.25574/24218
title: Chandra X-ray Observatory ObsId 24218

description: Flows of hot Baryons in the Milky Way center: How are fountains & chimneys linked to the Galactic-scale outflow?
DOI: 10.15468/dl.ep5caa
title: Occurrence Download

description: A dataset containing 198 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is iNaturalist Research-grade Observations",
 "TaxonKey is Lepomis symmetricus"
 ]
}

 The dataset includes 198 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019895-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25574/24783
title: Chandra X-ray Observatory ObsId 24783

description: Density diagnostics of outflows in MR 2251-178
DOI: 10.15468/dl.kwxz3a
title: Occurrence Download

description: A dataset containing 197 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Symphyotrichum subulatum",
 "Country is China",
 "HasCoordinate is true"
 ]
}

 The dataset includes 197 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019896-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7910/dvn/lqkhum
title: Replication Data for: The Strength of Weak Ties in Shaping Attitudes toward Interfaith Marriage: Muslim Migrants in Western Europe

description: This replication code file supports the analysis and generation of tables and figures for the manuscript. The data is accessible in DANS Data Station Social Sciences and Humanities at https://doi.org/10.17026/dans-xx7-5x27.
DOI: 10.15468/dl.q9prfk
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019897-250827131500795/datasets/export for details.
DOI: 10.15468/dl.uh8enf
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Symphyotrichum subulatum",
 "Country is Ecuador",
 "HasCoordinate is true"
 ]
}

 The dataset includes 7 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019898-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.21227/w4s9-eh49
title: "MNIST, Fashion-MNIST, and CIFAR-10 for First-Order Stochastic Gradient Methods in Nonconvex Federated Bilevel Learning"

description: "MNIST, Fashion-MNIST, and CIFAR-10 for First-Order Stochastic Gradient Methods in Nonconvex Federated Bilevel Learning"
DOI: 10.5517/ccdc.csd.cc2l2l3d
title: CCDC 2385763: Experimental Crystal Structure Determination

description: Related Article: Zi-Hong Peng, Hui Jia, Yan-Liang Luo, Li-Jun Zhang, Jia-Tong Zhou, Yuan-Han Xie, Li-Jun Wang, Jiang-Ke Qin, Jun Li, Guo-Hai Zhang, Rui-Yun Yang, Wei-Feng Xu|2024|Marine Drugs|22|475|doi:10.3390/md22100475
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: 10.15468/dl.kv6gna
title: Occurrence Download

description: A dataset containing 1745 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Stokesia laevis"
 ]
}

 The dataset includes 1745 records from 130 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019899-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.6344197
title: Melanoides tuberculata decontaminated FSCR

description: .
DOI: 10.5281/zenodo.6344196
title: Melanoides tuberculata decontaminated FSCR

description: .
DOI: 10.5281/zenodo.6344246
title: Monarda citriodora decontaminated FSCR

description: .
DOI: 10.5281/zenodo.6344245
title: Monarda citriodora decontaminated FSCR

description: .
DOI: 10.5281/zenodo.6344455
title: Priority list of plant collection from metabarcoding 2020 and visitation records

description: Priority list for plant collection, priorities based on number of reeds in metabarcoding and number of bees encountered in visitation records.
DOI: 10.5281/zenodo.6340160
title: Priority list of plant collection from metabarcoding 2020 and visitation records

description: Priority list for plant collection, priorities based on number of reeds in metabarcoding and number of bees encountered in visitation records.
DOI: 10.48557/jijexy
title: Code for: A self-adapting approach for the detection of bursts and network bursts in neuronal cultures

description: This dataset contains MATLAB (Mathworks Inc.) scripts for performing burst and network burst detection on neuronal cultures' electrophysiological recordings obtained by planar multi-site Micro-Electrode Arrays. The algorithms for burst and network burst detection have been described in the journal article: Pasquale, V., Martinoia, S. Chiappalone, M. A self-adapting approach for the detection of bursts and network bursts in neuronal cultures. J Comput Neurosci 29, 213–229 (2010). https://doi.org/10.1007/s10827-009-0175-1.
DOI: 10.5281/zenodo.6342357
title: Microgrid Simulation Datasets

description: Simulation results (raw data) for a wide-range time-domain simulation environment for stand-alone microgrids. The contents are as follows: 1. py_psim_hw_merged_50ns.parquet: Simulation data comparing results obtained with Python, PSIM, and FPGA accelerated simulation program. 2. hw_realtime.parquet: FPGA real-time simulation data.
DOI: 10.5281/zenodo.6342356
title: Microgrid Simulation Datasets

description: Simulation results (raw data) for a wide-range time-domain simulation environment for stand-alone microgrids. The contents are as follows: 1. py_psim_hw_merged_50ns.parquet: Simulation data comparing results obtained with Python, PSIM, and FPGA accelerated simulation program. 2. hw_realtime.parquet: FPGA real-time simulation data.