cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.29235392.v1
title: Durability assessment of ground granulated blast furnace slag-based CO<sub>2</sub> sequestered concrete

description: The emergence of CO<sub>2</sub> Sequestered Concrete (CSC) presents a promising avenue for mitigating net carbon dioxide (CO<sub>2</sub>) emissions in the cement–concrete industry, thereby addressing climate change. The study focuses on evaluating the durability and microstructural attributes of CSC formulations incorporating Ground Granulated Blast Furnace Slag (GGBFS) as a supplementary cementitious material. Enhanced CO<sub>2</sub> sequestration was achieved through carbonation during mixing, curing, or both. The GGBFS-based CSC specimens, subjected to comprehensive evaluations of sequestration efficiency, mechanical performance, durability, and microstructural characteristics, demonstrated a 20% CO<sub>2</sub> uptake, a 19.9% increase in strength attributed to microstructural refinement, and a 29.4% reduction in chloride penetration, indicative of enhanced corrosion resistance due to reduced pore connectivity. These findings underscore the viability of CSC integrated with GGBFS as a sustainable solution aligned with global initiatives aimed at achieving carbon neutrality C-CC concrete specimens exhibited the lowest chloride content at 207.2 mg/L.GGBFS-added binder was able to achieve a CO<sub>2</sub> uptake capacity of up to 20.04%.CO<sub>2</sub> sequestration increased Cl− ion resistance by 29.4% decrease in mobility.C-CC specimens had a non-steady state migration coefficient of 3.16 × 10<sup>−12</sup> m<sup>2/s</sup>.The passage of charges reduced from 3516 to 1703 coulombs due to sequestration. C-CC concrete specimens exhibited the lowest chloride content at 207.2 mg/L. GGBFS-added binder was able to achieve a CO<sub>2</sub> uptake capacity of up to 20.04%. CO<sub>2</sub> sequestration increased Cl− ion resistance by 29.4% decrease in mobility. C-CC specimens had a non-steady state migration coefficient of 3.16 × 10<sup>−12</sup> m<sup>2/s</sup>. The passage of charges reduced from 3516 to 1703 coulombs due to sequestration.
DOI: 10.6084/m9.figshare.29203416
title: Prediction of f-CaO content in cement clinker using a GRU-based deep learning model with masked-attention mechanism for incomplete DCS data

description: Efficient real-time prediction of free lime (f-CaO) content is critical for cement clinker quality control. However, process parameters from the distributed control system (DCS) often suffer from significant missing values, while time delays, nonlinear relationships, and coupling effects further hinder prediction accuracy. To overcome these challenges, this study presents a GRU-based f-CaO prediction model. Sixteen key parameters were first selected from 180 DCS-collected variables, then reconstructed and temporally aligned through the integration of empirical formulas, expert knowledge, and the time window principle. An encoder module equipped with a masked-attention mechanism processes missing values and extracts essential features, while the GRU framework predicts the f-CaO content. To mitigate data imbalance issues, a weighted loss function was applied during training, achieving 16.7%, 25.0%, and 17.2% reductions in MAE, MSE, and RMSE, respectively. The model achieves both high accuracy and low latency, meeting the needs of real-time and stable cement production.
DOI: 10.6084/m9.figshare.29203416.v1
title: Prediction of f-CaO content in cement clinker using a GRU-based deep learning model with masked-attention mechanism for incomplete DCS data

description: Efficient real-time prediction of free lime (f-CaO) content is critical for cement clinker quality control. However, process parameters from the distributed control system (DCS) often suffer from significant missing values, while time delays, nonlinear relationships, and coupling effects further hinder prediction accuracy. To overcome these challenges, this study presents a GRU-based f-CaO prediction model. Sixteen key parameters were first selected from 180 DCS-collected variables, then reconstructed and temporally aligned through the integration of empirical formulas, expert knowledge, and the time window principle. An encoder module equipped with a masked-attention mechanism processes missing values and extracts essential features, while the GRU framework predicts the f-CaO content. To mitigate data imbalance issues, a weighted loss function was applied during training, achieving 16.7%, 25.0%, and 17.2% reductions in MAE, MSE, and RMSE, respectively. The model achieves both high accuracy and low latency, meeting the needs of real-time and stable cement production.
DOI: 10.15468/dl.cyvey8
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Achnanthidium biasolettianum (Grunow) Lange-Bert.",
 "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/0054859-250525065834625/datasets/export for details.
DOI: 10.15468/dl.n44s72
title: Occurrence Download

description: A dataset containing 459121 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Fragaria vesca L., Teucrium siculum (Raf.) Guss., Crepis leontodontoides All., Populus tremuloides Michx., Betula papyrifera Marshall)",
 "Geometry POLYGON ((-180 45.53015, 180 45.53015, 180 83.62313, -180 83.62313, -180 45.53015))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "CoordinateUncertaintyInMeters is less than or equal to 50000"
 ]
}

 The dataset includes 459121 records from 1336 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0054852-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.iq1dth
title: Occurrence Download

description: A dataset containing 21 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Liolaemus chilensis Fitzinger, 1843",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 21 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013607-190621201848488/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cp7fvz
title: Occurrence Download

description: A dataset containing 16 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "TaxonKey is Saussurea nematolepis Y.Ling"
 ]
}

 The dataset includes 16 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0277504-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.n9rvy2
title: Occurrence Download

description: A dataset containing 53 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Epilobium ×rivulare Wahlenb.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 53 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0081971-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jbrfw8
title: Occurrence Download

description: A dataset containing 2030 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Triplochiton scleroxylon K.Schum."
 ]
}

 The dataset includes 2030 records from 53 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023522-180131172636756/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.f2us37
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Moschiola indica (Gray, 1852)"
 ]
}

 The dataset includes 7 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034279-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xjrqpn
title: Occurrence Download

description: A dataset containing 385862 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Scorzoneroides autumnalis (L.) Moench",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 385862 records from 694 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0082001-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mxhpzc
title: Occurrence Download

description: A dataset containing 146 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Colombia",
 "HasCoordinate is true",
 "TaxonKey is Aniba perutilis Hemsl.",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 146 records from 28 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013612-190621201848488/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xtvqnz
title: Occurrence Download

description: A dataset containing 118 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Deiregyne densiflora (C.Schweinf.) Salazar & Soto Arenas"
 ]
}

 The dataset includes 118 records from 26 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0153855-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.baypsf
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Madagascar",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Mantidactylus ambohimitombi Boulenger, 1919"
 ]
}

 The dataset includes 3 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0081979-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.64a5vh
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Rhipidoglossum brevifolium Summerh."
 ]
}

 The dataset includes 3 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0220014-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8eechq
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Liolaemus curicensis Müller & Hellmich, 1938"
 ]
}

 The dataset includes 4 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013611-190621201848488/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6evm4m
title: Occurrence Download

description: A dataset containing 6109 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pedicularis hirsuta L."
 ]
}

 The dataset includes 6109 records from 110 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0081991-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vx6k4j
title: Occurrence Download

description: A dataset containing 40 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Anemia pinnata Sehnem"
 ]
}

 The dataset includes 40 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0229467-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mbznac
title: Occurrence Download

description: A dataset containing 12 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is South Africa",
 "HasCoordinate is true",
 "TaxonKey is Lasiodiplodia Ellis & Everh., 1896",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 12 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023381-190621201848488/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.skfajg
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Colombia",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Bazzania canelensis (Steph.) Fulford"
 ]
}

 The dataset includes 6 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0229498-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.k5r9wh
title: Occurrence Download

description: A dataset containing 6400 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Fish occurrence in middle Volga and upper Don regions (Russia)"
 ]
}

 The dataset includes 6400 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005005-240130105604617/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wx68bh
title: Occurrence Download

description: A dataset containing 965869 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Tanzania, United Republic of",
 "DatasetKey is EOD – eBird Observation Dataset"
 ]
}

 The dataset includes 965869 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0283252-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.akyg2m
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Dioscorea chimborazensis R.Knuth"
 ]
}

 The dataset includes 8 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0153856-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xgdpmt
title: Occurrence Download

description: A dataset containing 53 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((127.76752 43.34458,111.86452 43.0677,114.95216 20.64553,124.09736 22.4726,132.84819 36.20595,127.76752 43.34458))",
 "TaxonKey is Eriocheir sinensis H.Milne Edwards, 1853"
 ]
}

 The dataset includes 53 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008398-210819072339941/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xtt3ya
title: Occurrence Download

description: A dataset containing 882 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lappula barbata (M.Bieb.) Gürke",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 882 records from 46 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005047-240130105604617/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qreu06
title: Occurrence Download

description: A dataset containing 66 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "Country is Pakistan",
 "Country is India",
 "Country is Nepal",
 "Country is Afghanistan",
 "Country is Russian Federation"
 ]
 },
 "HasCoordinate is true",
 "TaxonKey is Aesculus indica (Wall. ex Jacquem.) Hook.f.",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 66 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010628-190813142620410/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nwvxfu
title: Occurrence Download

description: A dataset containing 18 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Anemia pubescens Mickel & Labiak"
 ]
}

 The dataset includes 18 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0229470-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.k8wvdb
title: Occurrence Download

description: A dataset containing 772 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Freshwater Lamprey Survey Data"
 ]
}

 The dataset includes 772 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005018-240130105604617/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dgjtmy
title: Occurrence Download

description: A dataset containing 1800 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is Madagascar",
 "TaxonKey is Rinorea Aubl."
 ]
}

 The dataset includes 1800 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009413-190813142620410/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7bjdke
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Croton semivestitus Müll.Arg."
 ]
}

 The dataset includes 6 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0153857-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tfs5ec
title: Occurrence Download

description: A dataset containing 41843 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cloeon dipterum (Linnaeus, 1761)"
 ]
}

 The dataset includes 41843 records from 170 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0220020-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kwdanv
title: Occurrence Download

description: A dataset containing 15 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Country is Mexico",
 "Year 2000-2019",
 "HasCoordinate is true",
 "TaxonKey is Sceloporus bicanthalis Smith, 1937",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 15 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010864-190813142620410/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kyguxt
title: Occurrence Download

description: A dataset containing 16331 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lappula squarrosa (Retz.) Dumort.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 16331 records from 382 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005060-240130105604617/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.18419/darus-1080/1
title: DSC06351.JPG

description: :unav
DOI: 10.18419/darus-1080/2
title: DSC06148.JPG

description: :unav
DOI: 10.18419/darus-1080/3
title: DSC06320.JPG

description: :unav
DOI: 10.18419/darus-1080/4
title: DSC06258.JPG

description: :unav
DOI: 10.18419/darus-1080/5
title: DSC06170.JPG

description: :unav
DOI: 10.18419/darus-1080/6
title: DSC06383.JPG

description: :unav
DOI: 10.15468/dl.y97p47
title: Occurrence Download

description: A dataset containing 4043 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "RecordedBy is one of (BUNGE, Bunge, Bunge == Bunge, Bunge A., Bunge A.A.v., Bunge AA von, Bunge Prof., Bunge, A., Bunge, A. A. von, Bunge, A., A. v., Bunge, A.A., Bunge, A.A. v., Bunge, A.A. von)"
 ]
}

 The dataset includes 4043 records from 42 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0035946-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.18419/darus-1080/7
title: DSC06080.JPG

description: :unav
DOI: 10.18419/darus-1080/8
title: DSC06341.JPG

description: :unav
DOI: 10.18419/darus-1080/9
title: DSC06268.JPG

description: :unav
DOI: 10.18419/darus-1080/10
title: DSC06414.JPG

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DOI: 10.18419/darus-1080/11
title: DSC06379.JPG

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DOI: 10.18419/darus-1080/12
title: DSC06318.JPG

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DOI: 10.18419/darus-1080/13
title: DSC06152.JPG

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DOI: 10.18419/darus-1080/14
title: DSC06403.JPG

description: :unav
DOI: 10.18419/darus-1080/15
title: DSC06213.JPG

description: :unav
DOI: 10.15468/dl.hkhs6c
title: Occurrence Download

description: A dataset containing 13864 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Poland",
 "TaxonKey is Impatiens parviflora DC."
 ]
}

 The dataset includes 13864 records from 55 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0035945-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.18419/darus-1080/16
title: DSC06035.JPG

description: :unav
DOI: 10.18419/darus-1080/17
title: DSC06407.JPG

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DOI: 10.18419/darus-1080/18
title: DSC06104.JPG

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DOI: 10.18419/darus-1080/19
title: DSC06401.JPG

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DOI: 10.18419/darus-1080/20
title: DSC06116.JPG

description: :unav
DOI: 10.18419/darus-1080/21
title: crmeta.db

description: :unav
DOI: 10.18419/darus-1080/22
title: DSC06369.JPG

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DOI: 10.18419/darus-1080/23
title: DSC06304.JPG

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DOI: 10.18419/darus-1080/24
title: DSC06365.JPG

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DOI: 10.18419/darus-1080/25
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DOI: 10.18419/darus-1080/26
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DOI: 10.18419/darus-1080/27
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DOI: 10.18419/darus-1080/28
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DOI: 10.18419/darus-1080/29
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DOI: 10.18419/darus-1080/30
title: DSC06071.JPG

description: :unav