cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.57760/sciencedb.15358
title: Coordinated Multi-Objective Optimization Scheduling for Electric Vehicle Swapping Station Cluster and Grid
title: Coordinated Multi-Objective Optimization Scheduling for Electric Vehicle Swapping Station Cluster and Grid

description: This paper takes into account factors such as the demand of electric vehicle users, the output of wind and solar energy, and the load of the power grid. It introduces a wind-solar-storage system into the integrated energy station and establishes a joint optimization scheduling model for the wind-solar-storage integrated energy station cluster and the power grid. An inter-station electricity mutual aid strategy is introduced to improve energy utilization efficiency. The aim is to maximize the group's daily profit, minimize the total cost and loss rate of the energy storage system, and minimize the variance and peak-valley difference of the regional power grid load. Finally, simulation experiments were conducted under five different scenarios. The results show that the model has significant advantages compared with traditional integrated energy stations. Additionally, for high-dimensional multi-objective optimization problems, a high-dimensional multi-objective optimization algorithm based on multiple update strategies is proposed. It is compared with the NSGA-III and θ-DEA algorithms, and its superior performance in handling high-dimensional multi-objective complex problems is verified through evaluation indicators such as HV, GD, and IGD.
description: This paper takes into account factors such as the demand of electric vehicle users, the output of wind and solar energy, and the load of the power grid. It introduces a wind-solar-storage system into the integrated energy station and establishes a joint optimization scheduling model for the wind-solar-storage integrated energy station cluster and the power grid. An inter-station electricity mutual aid strategy is introduced to improve energy utilization efficiency. The aim is to maximize the group's daily profit, minimize the total cost and loss rate of the energy storage system, and minimize the variance and peak-valley difference of the regional power grid load. Finally, simulation experiments were conducted under five different scenarios. The results show that the model has significant advantages compared with traditional integrated energy stations. Additionally, for high-dimensional multi-objective optimization problems, a high-dimensional multi-objective optimization algorithm based on multiple update strategies is proposed. It is compared with the NSGA-III and θ-DEA algorithms, and its superior performance in handling high-dimensional multi-objective complex problems is verified through evaluation indicators such as HV, GD, and IGD.
DOI: 10.15468/dl.fb4v4b
title: Occurrence Download

description: A dataset containing 1305 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Biodiversity of the lower part of the Desna River basin"
 ]
}

 The dataset includes 1305 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017463-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.s7jtyh
title: Occurrence Download

description: A dataset containing 3023 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is True",
 "HasGeospatialIssue is False",
 "OccurrenceStatus is Present",
 "TaxonKey is Atelerix algirus (Lereboullet, 1842)"
 ]
}

 The dataset includes 3023 records from 28 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017466-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ss83gq
title: Occurrence Download

description: A dataset containing 640 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Macrocystis integrifolius Bory"
 ]
}

 The dataset includes 640 records from 33 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017467-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15348181
title: Dataset and scripts for the manuscript "Radiation and surface wetness drive carbon monoxide fluxes from an Arctic peatland"

description: This repository contains the data and code needed to reproduce the results presented in the manuscript "Laasonen et al. Radiation and surface wetness drive carbon monoxide fluxes from an Arctic peatland" submitted to Biogeosciences.

Link to GitHub repository: https://github.com/astatuulia/co_flux_SE-Sto
DOI: 10.15468/dl.88gqhx
title: Occurrence Download

description: A dataset containing 2375 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Madhuca longifolia (J.Koenig ex L.) J.F.Macbr."
 ]
}

 The dataset includes 2375 records from 50 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017468-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fns85w
title: Occurrence Download

description: A dataset containing 328 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Europe",
 "Country is Germany",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Vespa velutina nigrithorax Buysson, 1905"
 ]
}

 The dataset includes 328 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017470-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zsf8kk
title: Occurrence Download

description: A dataset containing 677 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Fagraea ceilanica Thunb.)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Living Specimen, Machine Observation, Literature Occurrence)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 677 records from 41 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017471-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ej58v8
title: Occurrence Download

description: A dataset containing 556 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is one of (Asia, Europe)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is one of (Chloris virgata Sw., Chloris caudata Trin.)",
 "Year 1980-2025"
 ]
}

 The dataset includes 556 records from 66 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017472-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5r6te4
title: Occurrence Download

description: A dataset containing 2187 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is True",
 "HasGeospatialIssue is False",
 "OccurrenceStatus is Present",
 "TaxonKey is Macaca sylvanus (Linnaeus, 1758)"
 ]
}

 The dataset includes 2187 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017469-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fj3mfw
title: Occurrence Download

description: A dataset containing 986 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Magnolia officinalis Rehder & E.H.Wilson"
 ]
}

 The dataset includes 986 records from 50 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017474-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.puwaf4
title: Occurrence Download

description: A dataset containing 1305 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Biodiversity of the lower part of the Desna River basin",
 "Geometry POLYGON((12.85277 43.74421,49.14723 43.74421,49.14723 58.25579,12.85277 58.25579,12.85277 43.74421))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 1305 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017475-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.t8xcjx
title: Occurrence Download

description: A dataset containing 16924 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Magnolia grandiflora L."
 ]
}

 The dataset includes 16924 records from 469 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017473-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jd8z5n
title: Occurrence Download

description: A dataset containing 10 species occurrences available in GBIF matching the query:
{"type":"and","predicates":[{"type":"equals","key":"GADM_LEVEL_2_GID","value":"USA.1.9_1","matchCase":false},{"type":"equals","key":"CLASS_KEY","value":"212","matchCase":false},{"type":"greaterThanOrEquals","key":"YEAR","value":"2015","matchCase":false},{"type":"not","predicate":{"type":"in","key":"BASIS_OF_RECORD","values":["MATERIAL_CITATION","MATERIAL_SAMPLE","PRESERVED_SPECIMEN"],"matchCase":false}},{"type":"lessThanOrEquals","key":"COORDINATE_UNCERTAINTY_IN_METERS","value":"10000","matchCase":false},{"type":"equals","key":"LICENSE","value":"CC BY 4.0","matchCase":false}]}

 The dataset includes 10 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007064-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.86a3kq
title: Occurrence Download

description: A dataset containing 27340 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Chiroxiphia lanceolata (Wagler, 1830)"
 ]
}

 The dataset includes 27340 records from 95 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011638-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.m5hmmu
title: Occurrence Download

description: A dataset containing 2266 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Haplomitriopsida"
 ]
}

 The dataset includes 2266 records from 143 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011640-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15325166
title: Brusca and Brusca, 2003

description: Brusca, R.C. and Brusca, G.J., 2003. Invertebrates. 2nd. Sunderland, Mass.: Sinauer Associates, 936 pp.
DOI: 10.5281/zenodo.15302945
title: Reduced-order structure-property linkages for stochastic metamaterials (dataset)

description: Stochastic Metamaterial Unit Cells Dataset

This dataset contains binary topologies of stochastic metamaterial unit cells and their corresponding effective elastic constant \( C_{11} \) normalized by the Young's modulus of solid regions \( E \). It is intended to support research on structure–property linkages, materials informatics, and machine learning applications.

 

The dataset is associated with the publication:

 



H. Danesh, M. Annamaraju, T. Brepols, S. Reese, & S.R. Kalidindi, Reduced-order structure-property linkages for stochastic metamaterials, (2025).


 

In this work, the unit cell topologies were extracted from "Bastek & Kochamann (2023)" and solved for their normalized effective elastic constant \( C_{11}\) using FFT-based homogenization. The homogenization assumes an isotropic linear elastic material characterized by Young's modulus \( E  = 1 .0 \) and Poisson's ratio \( \nu = 0.3 \) for solid regions.

 

The \( C_{11} \) values can be rescaled for any desired Young's modulus \( E^* \) by simply multiplying the provided \( C_{11} \) values by \( E^* \):

\( C_{11}^\text{scaled} = C_{11}^\text{reported} \cdot E^* \)

Dataset Structure

The data can be accessed in two formats:

1) structures_c11.npz



structures: Numpy array of shape (53019, 96, 96), containing 53019 binary unit cells of 96 × 96 pixels (0 = void, 1 = solid).

c11: Numpy array of shape (53019, ), containing the normalized effective elastic constant \( C_{11} \) for each unit cell.


This file can be loaded using Python:

import numpy as np

data = np.load('structures_c11.npz')

structures = data['structures'] # Binary structures: shape (53019, 96, 96)

c11 = data['c11'] # Normalized effective elastic constants: shape (53019,)

2) png_csv.zip



structures/: Folder containing 53,019 PNG images, each representing a binary unit cell of 96 × 96 pixels (white: void, black: solid).

c11.csv: CSV file containing normalized effective elastic constant \( C_{11} \) for each unit cell.


This format is provided for users who prefer accessing the data as images and a CSV file.

Disclaimer



This dataset is provided "as is" without any express or implied warranties. The user is solely responsible for any consequences resulting from its use.

Dataset Origin

The topologies of the metamaterial unit cells used in this work are based on the publicly available dataset from:






J.H. Bastek & D.M. Kochmann, Inverse-design of nonlinear mechanical metamaterials via video denoising diffusion models: dataset and model checkpoints. ETHZ Research Collection (2023). https://doi.org/10.3929/ethz-b-000629716 






J.H. Bastek & D.M. Kochmann, Inverse design of nonlinear mechanical metamaterials via video denoising diffusion models. Nat Mach Intell 5, 1466–1475 (2023). https://doi.org/10.1038/s42256-023-00762-x



The original dataset is licensed under the Creative Commons Attribution 4.0 International License (CC BY 4.0).
DOI: 10.5281/zenodo.15302946
title: Reduced-order structure-property linkages for stochastic metamaterials (dataset)

description: Stochastic Metamaterial Unit Cells Dataset

This dataset contains binary topologies of stochastic metamaterial unit cells and their corresponding effective elastic constant \( C_{11} \) normalized by the Young's modulus of solid regions \( E \). It is intended to support research on structure–property linkages, materials informatics, and machine learning applications.

 

The dataset is associated with the publication:

 



H. Danesh, M. Annamaraju, T. Brepols, S. Reese, & S.R. Kalidindi, Reduced-order structure-property linkages for stochastic metamaterials, (2025).


 

In this work, the unit cell topologies were extracted from "Bastek & Kochamann (2023)" and solved for their normalized effective elastic constant \( C_{11}\) using FFT-based homogenization. The homogenization assumes an isotropic linear elastic material characterized by Young's modulus \( E  = 1 .0 \) and Poisson's ratio \( \nu = 0.3 \) for solid regions.

 

The \( C_{11} \) values can be rescaled for any desired Young's modulus \( E^* \) by simply multiplying the provided \( C_{11} \) values by \( E^* \):

\( C_{11}^\text{scaled} = C_{11}^\text{reported} \cdot E^* \)

Dataset Structure

The data can be accessed in two formats:

1) structures_c11.npz



structures: Numpy array of shape (53019, 96, 96), containing 53019 binary unit cells of 96 × 96 pixels (0 = void, 1 = solid).

c11: Numpy array of shape (53019, ), containing the normalized effective elastic constant \( C_{11} \) for each unit cell.


This file can be loaded using Python:

import numpy as np

data = np.load('structures_c11.npz')

structures = data['structures'] # Binary structures: shape (53019, 96, 96)

c11 = data['c11'] # Normalized effective elastic constants: shape (53019,)

2) png_csv.zip



structures/: Folder containing 53,019 PNG images, each representing a binary unit cell of 96 × 96 pixels (white: void, black: solid).

c11.csv: CSV file containing normalized effective elastic constant \( C_{11} \) for each unit cell.


This format is provided for users who prefer accessing the data as images and a CSV file.

Disclaimer



This dataset is provided "as is" without any express or implied warranties. The user is solely responsible for any consequences resulting from its use.

Dataset Origin

The topologies of the metamaterial unit cells used in this work are based on the publicly available dataset from:






J.H. Bastek & D.M. Kochmann, Inverse-design of nonlinear mechanical metamaterials via video denoising diffusion models: dataset and model checkpoints. ETHZ Research Collection (2023). https://doi.org/10.3929/ethz-b-000629716 






J.H. Bastek & D.M. Kochmann, Inverse design of nonlinear mechanical metamaterials via video denoising diffusion models. Nat Mach Intell 5, 1466–1475 (2023). https://doi.org/10.1038/s42256-023-00762-x



The original dataset is licensed under the Creative Commons Attribution 4.0 International License (CC BY 4.0).
DOI: 10.5281/zenodo.5810772
title: Grammar [IO Islamic 522]

description: Grammar.

This manuscript is now IO Islamic 522 in the India Office collections.

[metadata: Otto Loth, A Catalogue of the Arabic Manuscripts in the Library of the India Office, (volume 1), no. 958 here with further notations and hyperlinks].


958.

522. Size 63/4 in. by 41/2 in.; foll. 51. Eleven lines in a page.

الخلاصة فى يد ( sic ) للشيخ الامام العالم الفاضل الكامل ابى عبدالله محمد بن مالك الطآئى الجيانى تغمده الله برحمته و اسكنه فى جنته.

IBN MÂLIK’S (Abu ‘Abdallah Muḥammad b. ‘Abdallah, d. A.H. 672) Grammar in verse, commonly called الالفيّة . Cf. Ḥ. Kh. i. 407; Cat. St. Petersb., p. 172; etc. Published by De Sacy (Orient. Transl. Fund), 1833. Printed at Bûlâḳ, A.H. 1253, and at Lakhnau, A.H. 1263.

A fine copy, with vowel-points. Has the following colophon: تمت الالفيّة الموسومة بالخلاصة بحمد الله وعونه و حسن توفيقه فى شهر شوال عام ثمان و عشرين و سبع مائة الحمد لله وحده الخ.

Headings in gold; the above inscription richly ornamented. Somewhat injured by damp.

A charm against fever, and a general charm, which is ascribed to Ja’far Ṣâdiḳ, and copied from the handwriting of ‘Alî b. ‘Abd al al-‘Âli, are added at the end.

Seal and signature of Nawwâb ‘Abd al-muḳîm Khân (of the twelfth century).

[Tippu.]
DOI: 10.5281/zenodo.5810773
title: Grammar [IO Islamic 522]

description: Grammar.

This manuscript is now IO Islamic 522 in the India Office collections.

[metadata: Otto Loth, A Catalogue of the Arabic Manuscripts in the Library of the India Office, (volume 1), no. 958 here with further notations and hyperlinks].


958.

522. Size 63/4 in. by 41/2 in.; foll. 51. Eleven lines in a page.

الخلاصة فى يد ( sic ) للشيخ الامام العالم الفاضل الكامل ابى عبدالله محمد بن مالك الطآئى الجيانى تغمده الله برحمته و اسكنه فى جنته.

IBN MÂLIK’S (Abu ‘Abdallah Muḥammad b. ‘Abdallah, d. A.H. 672) Grammar in verse, commonly called الالفيّة . Cf. Ḥ. Kh. i. 407; Cat. St. Petersb., p. 172; etc. Published by De Sacy (Orient. Transl. Fund), 1833. Printed at Bûlâḳ, A.H. 1253, and at Lakhnau, A.H. 1263.

A fine copy, with vowel-points. Has the following colophon: تمت الالفيّة الموسومة بالخلاصة بحمد الله وعونه و حسن توفيقه فى شهر شوال عام ثمان و عشرين و سبع مائة الحمد لله وحده الخ.

Headings in gold; the above inscription richly ornamented. Somewhat injured by damp.

A charm against fever, and a general charm, which is ascribed to Ja’far Ṣâdiḳ, and copied from the handwriting of ‘Alî b. ‘Abd al al-‘Âli, are added at the end.

Seal and signature of Nawwâb ‘Abd al-muḳîm Khân (of the twelfth century).

[Tippu.]
DOI: 10.5281/zenodo.15325161
title: TABLE 2. Mean p in Revision of the Garra species of the Hajar Mountains in Oman and the United Arab Emirates with the description of two new species (Teleostei: Cyprinidae)

description: TABLE 2. Mean p-distances between (left) and within (right) Garra species based on a 558 bp long fragment of the mt COI barcode region (based on 25 unique haplotypes).
BetweenSpeciesWithinG. shamalG. longipinnisG. gallagheriG. barreimiaeG. barreimiae (N=8)0.77.0G. gallagheri (N=3)0.22.17.4G. longipinnis (N=4)0.48.79.49.7G. shamal (N=6)1.09.05.76.18.0G. sharq (N=4)0.5
description: Published as part of Kirchner, Sandra, Kruckenhauser, Luise, Pichler, Arthur, Borkenhagen, Kai & Freyhof, Jörg, 2020, Revision of the Garra species of the Hajar Mountains in Oman and the United Arab Emirates with the description of two new species (Teleostei: Cyprinidae), pp. 524 in Zootaxa 4751 (3) on page 524, DOI: 10.11646/zootaxa.4751.3.6, http://zenodo.org/record/3714753
DOI: 10.5281/zenodo.5810771
title: Grammar [IO Islamic 2112]

description: Grammar.

This manuscript is now IO Islamic 2112 in the India Office collections.

[metadata: Otto Loth, A Catalogue of the Arabic Manuscripts in the Library of the India Office, (volume 1), no. 957 here with further notations and hyperlinks].


957.

2112. Size 73/4 in. by 43/4 in.; foll. 52. Seven lines in a page.

Another copy of the same work.

Well written, partly with vowel-points. Ends: تمت الكتاب الضريرى القهندزى فى علم النحو.

Of the twelfth century.

On the last page are two Persian quatrains, relating to the death of a Begam in A.H. 1182.

Seal of Nuṣrat Jang.

[College of Fort William, 1825.]
DOI: 10.5281/zenodo.15325162
title: TABLE 3 in Revision of the Garra species of the Hajar Mountains in Oman and the United Arab Emirates with the description of two new species (Teleostei: Cyprinidae)

description: TABLE 3. Morphometric data of Garra shamal (holotype: NMW-100004; paratypes: NMW-100005_1, NMW-100005_ 2; FSJF 3540, n=19. The calculations include the holotype.
holotypeholotype & paratypesmeanminmaxSDStandard length (mm)56.957.246.769.5In percent of standard lengthHead length23.725.123.328.01.2Body depth at dorsal–fin origin20.724.320.727.01.8Predorsal length51.352.048.354.71.4Postdorsal length39.439.335.443.41.7Preanal length72.976.867.481.43.3Prepelvic length53.654.752.356.91.3Distance between pectoral and pelvic-fin origins32.232.730.135.11.6Distance between pelvic and anal-fin origins24.623.517.626.31.8Distance between vent and anal-fin origin5.84.63.95.80.6Depth of caudal peduncle12.112.310.913.90.8Length of caudal peduncle15.116.014.018.41.1Dorsal-fin length20.022.220.024.91.4Anal-fin length14.816.813.719.61.3Pectoral-fin length19.921.419.225.21.6Pelvic-fin length16.217.616.120.01.2In percent of head lengthHead depth at eye61.557.052.761.52.8Snout length50.447.543.252.72.5Eye diameter18.519.518.121.71.0Maximum head width73.369.665.676.53.0Interorbital width45.243.736.648.52.8
description: Published as part of Kirchner, Sandra, Kruckenhauser, Luise, Pichler, Arthur, Borkenhagen, Kai & Freyhof, Jörg, 2020, Revision of the Garra species of the Hajar Mountains in Oman and the United Arab Emirates with the description of two new species (Teleostei: Cyprinidae), pp. 534 in Zootaxa 4751 (3) on page 534, DOI: 10.11646/zootaxa.4751.3.6, http://zenodo.org/record/3714753