cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.3535/rhp-nsk-gzq
title: Distichochlamys citrea M.F.Newman

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/w1x-dlh-wlj
title: Impatiens latifolia L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/wl5-bgv-vlj
title: Diphylleia cymosa Michx.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/nn0-kec-9r8
title: Heptapleurum ellipticum (Blume) Seem.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/vp4-g1s-bln
title: Aralia nudicaulis L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/8ad-5cf-j6m
title: Hedera helix L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/mes-a6t-bmr
title: Musa coccinea Andrews

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/74m-p5r-h0e
title: Aralia trifoliata (L.) Meyen

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/e14-ypv-xjk
title: Pandanus bipollicaris H.St.John

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/aav-zxf-jc6
title: Impatiens parviflora DC.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/b9h-pxf-frc
title: Caryota L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/d89-1gc-vbe
title: Meryta J. R. Forst. & G. Forst.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/q73-8dm-e3y
title: Arecaceae

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/yvg-6lh-j7s
title: Musa acuminata Colla

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/0s7-3nt-9mh
title: Odontarrhena sibirica (Willd.) Spaniel, Al-Shehbaz, D. A. German & Marhold

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/hxk-ecd-7xc
title: Odontarrhena sibirica (Willd.) Spaniel, Al-Shehbaz, D. A. German & Marhold

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/a4j-rcw-n69
title: Odontarrhena sibirica (Willd.) Spaniel, Al-Shehbaz, D. A. German & Marhold

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/sep-rj2-1nh
title: Geranium arabicum subsp. arabicum

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/j5j-r82-h2r
title: Geranium arabicum subsp. arabicum

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/4ja-se1-jqq
title: Odontarrhena sibirica (Willd.) Spaniel, Al-Shehbaz, D. A. German & Marhold

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/tm8-maa-7z2
title: Geranium arabicum subsp. arabicum

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/rky-66d-9q3
title: Geranium arabicum subsp. arabicum

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/stk-vn0-ypl
title: Geranium arabicum subsp. arabicum

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/tmh-swl-34d
title: Geranium arabicum subsp. arabicum

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/web-4q5-j5s
title: Geranium arabicum subsp. arabicum

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/5xe-hdr-e7f
title: Odontarrhena sibirica (Willd.) Spaniel, Al-Shehbaz, D. A. German & Marhold

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/gkv-t7v-x4m
title: Geranium arabicum subsp. arabicum

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/1pl-hnq-wcs
title: Odontarrhena sibirica (Willd.) Spaniel, Al-Shehbaz, D. A. German & Marhold

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/ncd-2r2-e96
title: Aralia pinnata Sessé & Moc.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/sly-s43-plz
title: Geranium arabicum subsp. arabicum

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.48597/ypr3-txv2
title: Measurement of Aerosol light scattering at Barrow

description: Measurement of Aerosol light scattering at Barrow
DOI: 10.5281/zenodo.17225661
title: AI-Enhanced Load Frequency Control in Multi-Area Power Systems  via a Self-Tuning PIDF with ANN-Based NMPC and Hybrid Cat-Pikas  Optimization

description: Dataset Description: 

Table 1. ANN and training hyperparameters

Table 2. System information under study

Table 3. Optimized controller coefficients in Strategy 1

Table 4. Optimized controller coefficients for four other strategies

Table 5. Quantitative results obtained from comparing the performance of control strategies for a 1% load

disturbance in area 1

Table 6. Quantitative performance metrics for Scenario 2

Table 7. Quantitative performance metrics for Scenario 3

Table 8. Quantitative performance metrics for Scenario 4

Table 9. Sensitivity Analysis of the Proposed Controller Strategy

Table 10. Quantitative results obtained from comparing the performance of various algorithms

 



Acknowledgement:


This article is supported with Ongoing Research Funding program, (ORF-2025-258), King Saud University, Riyadh, Saudi Arab; also, the authors declare that This article has been produced with This article has been supported by EU funds under the project "Increasing the resilience of power grids in the context of decarbonisation, decentralisation and sustainable socioeconomic development", CZ.02.01.01/00/23_021/0008759, through the Operational Programme Johannes Amos Comenius.
DOI: 10.15468/dl.5zrav3
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pomacea hanleyana"
 ]
}

 The dataset includes 7 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008852-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bvwc9j
title: Occurrence Download

description: A dataset containing 13144 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Vanellus gregarius"
 ]
}

 The dataset includes 13144 records from 149 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008853-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6zuyaf
title: Occurrence Download

description: A dataset containing 373 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Sarcosperma laurinum",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 }
 ]
}

 The dataset includes 373 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008854-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/wnhzv348nd
title: Disruptions, Digitalization and Food System Resilience

description: The data were compiled from various international organizations and processed to examine the impact of digitization and institutional quality on food system resilience under climate change vulnerability.
DOI: 10.17632/wnhzv348nd.1
title: Disruptions, Digitalization and Food System Resilience

description: The data were compiled from various international organizations and processed to examine the impact of digitization and institutional quality on food system resilience under climate change vulnerability.
DOI: 10.5281/zenodo.15853216
title: Soil health on Swiss arable farms: data covering soil management practices, farm characteristics and decision drivers

description: Soil health is the cornerstone of sustainable agriculture, directly influencing agricultural production, climate resilience and Agri-ecosystem service provision, but studies have shown that agricultural soils degrade over time due to inadequate soil management practices. Remediation of soil management is hampered by an insufficient understanding of the drivers of soil management behaviour. To understand the status quo and develop insights for improving and maintaining soil health, we surveyed 2,728 Swiss arable farms in 2024. The survey aimed to capture the soil management practices use alongside the decision-making surrounding their implementation in the 2022/2023 production season. The dataset comprises four core components: (1) farm and farmer characteristics, including gender, age, management experience, labour availability, farm size and participation in agricultural environmental schemes (AES); (2) detailed records of twelve arable soil management practices, including uptake extent, number of years used, perceived knowledge and peer adoption; (3) farmers' priorities for soil health and their assessment of key agricultural challenges; and (4) production data for a subset of farms cultivating milling wheat, including wheat area, wheat yield and input application rates. We enriched the survey data with secondary plot level census data covering weather, soil type and crop rotation. This combined dataset provides a comprehensive resource that enables the analysis of current farming practices, knowledge gaps and challenges to maintain and improve the health of arable soils.
DOI: 10.5281/zenodo.15488101
title: Soil health on Swiss arable farms: data covering soil management practices, farm characteristics and decision drivers

description: Soil health is the cornerstone of sustainable agriculture, directly influencing agricultural production, climate resilience and Agri-ecosystem service provision, but studies have shown that agricultural soils degrade over time due to inadequate soil management practices. Remediation of soil management is hampered by an insufficient understanding of the drivers of soil management behaviour. To understand the status quo and develop insights for improving and maintaining soil health, we surveyed 2,728 Swiss arable farms in 2024. The survey aimed to capture the soil management practices use alongside the decision-making surrounding their implementation in the 2022/2023 production season. The dataset comprises four core components: (1) farm and farmer characteristics, including gender, age, management experience, labour availability, farm size and participation in agricultural environmental schemes (AES); (2) detailed records of twelve arable soil management practices, including uptake extent, number of years used, perceived knowledge and peer adoption; (3) farmers' priorities for soil health and their assessment of key agricultural challenges; and (4) production data for a subset of farms cultivating milling wheat, including wheat area, wheat yield and input application rates. We enriched the survey data with secondary plot level census data covering weather, soil type and crop rotation. This combined dataset provides a comprehensive resource that enables the analysis of current farming practices, knowledge gaps and challenges to maintain and improve the health of arable soils.
DOI: 10.15468/dl.8gmmjj
title: Occurrence Download

description: A dataset containing 99 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pleroma gertii",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 }
 ]
}

 The dataset includes 99 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008855-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18611698
title: ESKROU TIZIMI TUSHUNCHASI, HUQUQIY BELGILARI VA SUBYEKTLARI

description: Ushbu maqolada eskrou tizimining nazariy asoslari, huquqiy belgilari va ishtirokchi subyektlarining xususiyatlari kompleks tahlil qilingan. Eskrou instituti zamonaviy fuqarolik huquqida shartnoma majburiyatlarini ta’minlashning muhim vositasi sifatida namoyon bo’lmoqda. Tadqiqotda eskrou tizimining konseptual jihatlari, uning huquqiy tabiati, asosiy belgilari va farqlovchi xususiyatlari o’rganilgan. Maqolada eskrou munosabatlarida ishtirok etuvchi subyektlarning huquqiy maqomi, ularning huquq va majburiyatlari, o’zaro munosabatlari tahlil qilingan. Eskrou agentining o’rni, deponentning majburiyatlari va benefitsiarning huquqlari alohida ko’rib chiqilgan. Tadqiqot anglo-sakson va kontinental huquq tizimlarida eskrou institutining qiyosiy tahlili asosida olib borilgan. Xulosa qismida eskrou tizimining O’zbekiston fuqarolik huquqida joriy etilishi va rivojlanishi uchun nazariy asos yaratuvchi xulosalar shakllantirilgan. Maqola huquqshunoslar, tadqiqotchilar va amaliyotchilar uchun mo’ljallangan.
DOI: 10.5281/zenodo.18611699
title: ESKROU TIZIMI TUSHUNCHASI, HUQUQIY BELGILARI VA SUBYEKTLARI

description: Ushbu maqolada eskrou tizimining nazariy asoslari, huquqiy belgilari va ishtirokchi subyektlarining xususiyatlari kompleks tahlil qilingan. Eskrou instituti zamonaviy fuqarolik huquqida shartnoma majburiyatlarini ta’minlashning muhim vositasi sifatida namoyon bo’lmoqda. Tadqiqotda eskrou tizimining konseptual jihatlari, uning huquqiy tabiati, asosiy belgilari va farqlovchi xususiyatlari o’rganilgan. Maqolada eskrou munosabatlarida ishtirok etuvchi subyektlarning huquqiy maqomi, ularning huquq va majburiyatlari, o’zaro munosabatlari tahlil qilingan. Eskrou agentining o’rni, deponentning majburiyatlari va benefitsiarning huquqlari alohida ko’rib chiqilgan. Tadqiqot anglo-sakson va kontinental huquq tizimlarida eskrou institutining qiyosiy tahlili asosida olib borilgan. Xulosa qismida eskrou tizimining O’zbekiston fuqarolik huquqida joriy etilishi va rivojlanishi uchun nazariy asos yaratuvchi xulosalar shakllantirilgan. Maqola huquqshunoslar, tadqiqotchilar va amaliyotchilar uchun mo’ljallangan.
DOI: 10.7910/dvn/6mmjru
title: Replication Data for: Procedure, Substance, and Judge Shopping

description: Data on 101 motions, summary judgments, and jury verdicts
DOI: 10.17632/g28gtw9wxr
title: Toxicity of radium (226-Ra) to early life stages of fishes

description: This study generated chronic early life stage (ELS) toxicity data for regulatory guideline derivation using three freshwater fish species: rainbow trout (Oncorhynchus mykiss), white sucker (Catostomus commersonii), and fathead minnow (Pimephales promelas). Embryos were exposed at fertilization (O. mykiss, C. commersonii) or 4 hours post‑fertilization (P. promelas) to environmentally relevant activities of radium-226 (i.e., 0, 0.1, 0.5, 2.5, 12.5, and 62.5 Bq/L, nominal). Exposures were conducted in reconstituted very soft water (10–13 mg/L CaCO₃) for O. mykiss and C. commersonii, and in hard water (160–180 mg/L CaCO₃) for P. promelas. Sensitive toxicity thresholds were estimated at swim‑up for multiple endpoints, including ELS mortality, condition (as the scaled mass index), developmental timing (eyed stage, hatch, swim‑up), morphometric indicators (length and mass), and structural deformities. These results strengthen and support: (1) the data gap for radiological risk assessment with radium-226, (2) species sensitivity distribution (SSD) modeling, and (3) the development of a protective regulatory water quality guidelines for radium-226 in aquatic environments.

Note: 
FHM = fathead minnow
RBT = rainbow trout
WS = white sucker
DOI: 10.17632/g28gtw9wxr.1
title: Toxicity of radium (226-Ra) to early life stages of fishes

description: This study generated chronic early life stage (ELS) toxicity data for regulatory guideline derivation using three freshwater fish species: rainbow trout (Oncorhynchus mykiss), white sucker (Catostomus commersonii), and fathead minnow (Pimephales promelas). Embryos were exposed at fertilization (O. mykiss, C. commersonii) or 4 hours post‑fertilization (P. promelas) to environmentally relevant activities of radium-226 (i.e., 0, 0.1, 0.5, 2.5, 12.5, and 62.5 Bq/L, nominal). Exposures were conducted in reconstituted very soft water (10–13 mg/L CaCO₃) for O. mykiss and C. commersonii, and in hard water (160–180 mg/L CaCO₃) for P. promelas. Sensitive toxicity thresholds were estimated at swim‑up for multiple endpoints, including ELS mortality, condition (as the scaled mass index), developmental timing (eyed stage, hatch, swim‑up), morphometric indicators (length and mass), and structural deformities. These results strengthen and support: (1) the data gap for radiological risk assessment with radium-226, (2) species sensitivity distribution (SSD) modeling, and (3) the development of a protective regulatory water quality guidelines for radium-226 in aquatic environments.

Note: 
FHM = fathead minnow
RBT = rainbow trout
WS = white sucker
DOI: 10.15468/dl.7xbcax
title: Occurrence Download

description: A dataset containing 2351 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Country is Spain",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Ramonda myconi",
 "Year is greater than or equal to 1950"
 ]
}

 The dataset includes 2351 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008856-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/dbz488m2d7
title: Supplementary Materials for Specimens 360 Degree Rotation

description: Supplementary Materials for "In-Situ Leaching in Fractured Sulfide-Bearing Rocks: A Digital Rock Assessment". Specimens in 360° Rotation
DOI: 10.17632/dbz488m2d7.2
title: Supplementary Materials for Specimens 360 Degree Rotation

description: Supplementary Materials for "In-Situ Leaching in Fractured Sulfide-Bearing Rocks: A Digital Rock Assessment". Specimens in 360° Rotation
DOI: 10.15468/dl.mdvemt
title: Occurrence Download

description: A dataset containing 17 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Bogoria matutina",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 17 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008857-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/dvmkyv8yds
title: Supplementary material for "Beyond Lacunae: Dermoscopic Features of Angiomas" (JAAD International)

description: Supplementary material for JAAD International Research Letter entitled: "Beyond Lacunae: Dermoscopic Features of Angiomas"
DOI: 10.17632/dvmkyv8yds.1
title: Supplementary material for "Beyond Lacunae: Dermoscopic Features of Angiomas" (JAAD International)

description: Supplementary material for JAAD International Research Letter entitled: "Beyond Lacunae: Dermoscopic Features of Angiomas"
DOI: 10.5281/zenodo.18610758
title: Dataset for: Reliability-Aware Selective Text Classification Study

description: This repository contains the anonymized dataset and evaluation outputs supporting the study on reliability-aware selective prediction for special education daily logs.

The dataset includes processed text samples and classification labels. Additional files provide threshold-wise selective prediction results and preprocessing stability analyses required to reproduce the quantitative results and figures reported in the article.
DOI: 10.5281/zenodo.18610759
title: Dataset for: Reliability-Aware Selective Text Classification Study

description: This repository contains the anonymized dataset and evaluation outputs supporting the study on reliability-aware selective prediction for special education daily logs.

The dataset includes processed text samples and classification labels. Additional files provide threshold-wise selective prediction results and preprocessing stability analyses required to reproduce the quantitative results and figures reported in the article.
DOI: 10.15468/dl.e48ju4
title: Occurrence Download

description: A dataset containing 319 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "Year is greater than or equal to 1900",
 "TaxonKey is Bothriochloa springfieldii"
 ]
}

 The dataset includes 319 records from 41 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008859-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/p5js4nf9hw.1
title: Supplemental information of Glucuronides article

description: Supplemental information of Glucuronides article: Prediction and Validation of Phase II Glucuronide Conjugates in Urine Using Combined Non-Targeted and Targeted LC–HRMS/MS Workflows and Their Validation for Over 200 Drugs
DOI: 10.17632/r6ypkfg2pc
title: Modified RNA Extraction Methods to Eliminate Agarose Impurities in Precision Cut Lung Slices_supplementary

description: Supplementary material to manuscript "Modified RNA Extraction Methods to Eliminate Agarose Impurities in Precision Cut Lung Slices"
DOI: 10.17632/r6ypkfg2pc.1
title: Modified RNA Extraction Methods to Eliminate Agarose Impurities in Precision Cut Lung Slices_supplementary

description: Supplementary material to manuscript "Modified RNA Extraction Methods to Eliminate Agarose Impurities in Precision Cut Lung Slices"
DOI: 10.7910/dvn/g5z4kt
title: Bifirucation Angiogram Images

description: A collection of coronary angiograms featuring bifurcations pre- and post- angioplasty intervention. Also included are the Matlab code used for image analysis, and measurements of the bifurcation pre- and post- intervention.
DOI: 10.15468/dl.ttatps
title: Occurrence Download

description: A dataset containing 1249 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "TaxonKey is Pilea hyalina"
 ]
}

 The dataset includes 1249 records from 119 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008858-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.