cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.3535/h2q-n6d-89x
title: Ballota saxatilis Sieber ex C.Presl

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/p8v-lvx-w98
title: Pimpinella cappadocica Boiss. & Balansa

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/sxe-88l-85f
title: Fritzschia sertularia (DC.) M. J. Rocha & P. J. F. Guim.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/1tb-05b-j6r
title: Solanum rude-pannum Dunal

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/far-vjl-5j2
title: Verbesina sordescens DC.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/2v2-f9k-x9n
title: Microlicia fasciculata Mart. ex Naudin

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/emg-kal-3nn
title: Marrubium cephalanthum Boiss. & Noë

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/872-vkg-rmh
title: Marcetia taxifolia (A. St.-Hil.) DC.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/maa-wzj-l1h
title: Saussurea cordifolia Hemsl.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/zf4-42r-43a
title: Sideritis germanicopolitana Bornm.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/eav-2hn-1ns
title: Eragrostis longifolia (A.Rich.) Hochst. ex Steud.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/ebw-sbn-t4n
title: Agelaea pentagyna (Lam.) Baill.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.22008/fk2/iw73uu/eitpxb
title: NUK_B_month.csv

description: :unav
DOI: 10.22008/fk2/iw73uu/kiugb6
title: EGP_day.csv

description: :unav
DOI: 10.22008/fk2/iw73uu/ym90wk
title: QAS_U_day.csv

description: :unav
DOI: 10.22008/fk2/iw73uu/rzxz8c
title: MIT_day.csv

description: :unav
DOI: 10.22008/fk2/iw73uu/hmxm3y
title: KAN_L_day.csv

description: :unav
DOI: 10.5281/zenodo.18673762
title: Dataset: Air Quality Dataset for Karachi (2022-08-01 to 2026-02-18)

description: This dataset contains historical air quality time series for Karachi covering 2022-08-01 to 2026-02-18. It includes key air pollution indicators such as AQI indices and major pollutants, plus city metadata including coordinates, administrative areas, and population. Use this dataset to analyze long-run air quality trends in Karachi, compare Karachi with other cities, and build models that link air quality to urban characteristics. Air quality values are retrieved from the Open-Meteo Air Quality service using the cams_global domain, and city metadata is derived from the GeoNames city list. Nitiraj Kulkarni
DOI: 10.22008/fk2/iw73uu/bgggy1
title: KPC_U_hour.csv

description: :unav
DOI: 10.5281/zenodo.18673761
title: Dataset: Air Quality Dataset for Karachi (2022-08-01 to 2026-02-18)

description: This dataset contains historical air quality time series for Karachi covering 2022-08-01 to 2026-02-18. It includes key air pollution indicators such as AQI indices and major pollutants, plus city metadata including coordinates, administrative areas, and population. Use this dataset to analyze long-run air quality trends in Karachi, compare Karachi with other cities, and build models that link air quality to urban characteristics. Air quality values are retrieved from the Open-Meteo Air Quality service using the cams_global domain, and city metadata is derived from the GeoNames city list. Nitiraj Kulkarni
DOI: 10.22008/fk2/iw73uu/7huuvn
title: ZAC_A_month.csv

description: :unav
DOI: 10.22008/fk2/iw73uu/afzeqy
title: NEM_hour.csv

description: :unav
DOI: 10.22008/fk2/iw73uu/hfahu3
title: QAS_A_hour.csv

description: :unav
DOI: 10.22008/fk2/iw73uu/0vqcer
title: TUN_hour.csv

description: :unav
DOI: 10.22008/fk2/iw73uu/ph2wu2
title: KPC_L_month.csv

description: :unav
DOI: 10.34740/kaggle/dsv/14871457
title: Booru.org Top Leaderboard
DOI: 10.22008/fk2/iw73uu/ivo9gp
title: HUM_month.csv

description: :unav
DOI: 10.15468/dl.82pmzs
title: Occurrence Download

description: A dataset containing 892 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Draba rupestris)",
 "Country is one of (Norway)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "CoordinateUncertaintyInMeters is less than or equal to 1000",
 "Year is greater than or equal to 1986",
 "Year is less than or equal to 2025",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 },
 {
 "not" : {
 "BasisOfRecord" : [
 "is Machine Observation"
 ]
 }
 }
 ]
}

 The dataset includes 892 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025029-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.22008/fk2/iw73uu/idh0ds
title: SDM_hour.csv

description: :unav
DOI: 10.22008/fk2/iw73uu/8chftb
title: TUN_month.csv

description: :unav
DOI: 10.22008/fk2/iw73uu/io3pg2
title: WEG_B_hour.csv

description: :unav
DOI: 10.22008/fk2/iw73uu/hbiebf
title: SCO_L_month.csv

description: :unav
DOI: 10.22008/fk2/iw73uu/mjrtew
title: SCO_U_month.csv

description: :unav
DOI: 10.15468/dl.2qej9z
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Draba oxycarpa)",
 "Country is one of (Norway)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "CoordinateUncertaintyInMeters is less than or equal to 1000",
 "Year is greater than or equal to 1986",
 "Year is less than or equal to 2025",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 },
 {
 "not" : {
 "BasisOfRecord" : [
 "is Machine Observation"
 ]
 }
 }
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025030-260208012135463/datasets/export for details.
DOI: 10.22008/fk2/iw73uu/7qtc7t
title: KPC_L_day.csv

description: :unav
DOI: 10.22008/fk2/iw73uu/pjs8nu
title: NUK_K_day.csv

description: :unav
DOI: 10.22008/fk2/iw73uu/caouun
title: QAS_M_month.csv

description: :unav
DOI: 10.21227/6a5f-7e87
title: Tarp-data

description: The picture depicts our proposed adaptive resource allocation approach based on graph neural networks for optimizing qos-aware interactive microservices in cloud computing. This method uses DAG topology to extract the global characteristics of microservices, and adaptively generates microservice resource allocation strategies, which can effectively use microservice resources while ensuring the quality of service. This method uses EGAT to extract microservice features and uses reinforcement learning to generate resource allocation policies.First, we define the microservice state graph.Then, we use EGAT to generate embeddings for each node in the graph by extracting the hidden features of resources and network metrics.Based on the message pass paradigm of graph neural networks (GNN), we design the microservice feature passing to capture correlations between microservices, thereby improving the transferability of our approach. Finally, we use DDPG to model microservices in a uniform and self-adaptive manner.
DOI: 10.15468/dl.f4uj6a
title: Occurrence Download

description: A dataset containing 56 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Thailand",
 "DatasetKey is iNaturalist Research-grade Observations",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Pangasianodon hypophthalmus (Sauvage, 1878)",
 "Year 2000-2024"
 ]
}

 The dataset includes 56 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0072028-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9qutfj
title: Occurrence Download

description: A dataset containing 196457 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is one of (Kuwait, Iraq, Iran (Islamic Republic of))"
 ]
}

 The dataset includes 196457 records from 895 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0179901-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ujjm5o
title: Occurrence Download

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

 The dataset includes 8 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026556-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3pbd71
title: Occurrence Download

description: A dataset containing 32 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Table 1) Proportion of Toxoplasma gondii seropositive arctic foxes (Alopex lagopus) by age group and geographic area"
 ]
}

 The dataset includes 32 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036699-180508205500799/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kvt6h4
title: Occurrence Download

description: A dataset listing the 136 species recorded in GBIF matching the query:
{
 "TaxonKey" : [
 "is Diabrotica Chevrolat, 1836"
 ]
}

 The dataset's 136 records were derived from 140 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033828-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8wb95h
title: Occurrence Download

description: A dataset containing 11431 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Eacles Hübner, 1819"
 ]
}

 The dataset includes 11431 records from 75 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0179893-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.eslvic
title: Occurrence Download

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

 The dataset includes 8 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0056273-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.f2d8g0
title: Occurrence Download

description: A dataset containing 32 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Table 1) Proportion of Toxoplasma gondii seropositive arctic foxes (Alopex lagopus) by age group and geographic area"
 ]
}

 The dataset includes 32 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0048287-180508205500799/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kuh8cv
title: Occurrence Download

description: A dataset containing 795 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Diaphania nitidalis (Stoll, 1781)"
 ]
}

 The dataset includes 795 records from 42 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033910-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mj38h5
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Eacles kaechi Brechlin & Meister, 2011"
 ]
}

 The dataset includes 4 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0179897-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.59kh5b
title: Occurrence Download

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

 The dataset includes 8 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0056271-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8s5k7c
title: Occurrence Download

description: A dataset containing 69 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Spilogona sanctipauli (Malloch, 1921)"
 ]
}

 The dataset includes 69 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0180081-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.y8sdrg
title: Occurrence Download

description: A dataset containing 82537 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Anolis sagrei Duméril & Bibron, 1837"
 ]
}

 The dataset includes 82537 records from 98 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033922-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ytmxel
title: Occurrence Download

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

 The dataset includes 8 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0052394-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9s2jxf
title: Occurrence Download

description: A dataset containing 1085272669 species occurrences available in GBIF matching the query:
{
 "BasisOfRecord" : [
 "is Human Observation"
 ]
}

 The dataset includes 1085272669 records from 11702 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018225-190621201848488/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pwkgkc
title: Occurrence Download

description: A dataset containing 621 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Gagea granulosa"
 ]
}

 The dataset includes 621 records from 40 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005359-260221153910048/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.25daac
title: Occurrence Download

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

 The dataset includes 7 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005360-260221153910048/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3f3e2f
title: Occurrence Download

description: A dataset containing 47 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cylindrophis melanotus"
 ]
}

 The dataset includes 47 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005361-260221153910048/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5517/cc9yntp
title: CCDC 296633: Experimental Crystal Structure Determination

description: Related Article: Yan Zhang, Wen-Yuan Gao, Hai-Xia Chen|2006|Acta Crystallogr.,Sect.E:Struct.Rep.Online|62|m12|doi:10.1107/S1600536805038730
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: 10.25505/fiz.icsd.ccb1jgb
title: CSD 299381: Experimental Crystal Structure Determination

description: Related Article: A.Karpov,M.Jansen|2006|Chem.Commun.||1706|doi:10.1039/b601802e
description: An entry from the Inorganic Crystal Structure Database, the world’s repository for inorganic crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the joint CCDC and FIZ Karlsruhe Access Structures service and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/cc8ywgj
title: CCDC 267048: Experimental Crystal Structure Determination

description: Related Article: Han Dong Yin, Min Hong, Gang Li, Da Qi Wang|2005|J.Organomet.Chem.|690|3714|doi:10.1016/j.jorganchem.2005.04.049
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: 10.25505/fiz.icsd.ccb1jf9
title: CSD 299380: Experimental Crystal Structure Determination

description: Related Article: A.Karpov,M.Jansen|2006|Chem.Commun.||1706|doi:10.1039/b601802e
description: An entry from the Inorganic Crystal Structure Database, the world’s repository for inorganic crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the joint CCDC and FIZ Karlsruhe Access Structures service and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.17632/8kbv637pxh
title: Sequencing-free whole-genome spatial transcriptomics at single-molecule resolution

description: Recent breakthroughs in spatial transcriptomics technologies have enhanced our understanding of diverse cellular identities, spatial organizations, and functions. Yet existing spatial transcriptomics tools are still limited in either transcriptomic coverage or spatial resolution, hindering unbiased, hypothesis-free transcriptomic analyses at high spatial resolution. Here we develop Reverse-padlock Amplicon Encoding FISH (RAEFISH), an image-based spatial transcriptomics method with whole-genome coverage and single-molecule resolution in intact tissues. We demonstrate spatial profiling of 23,000 human or 22,000 mouse transcripts in single cells and tissue sections. Our analyses reveal transcript-specific subcellular localization, cell-type-specific and cell-type-invariant zonation-dependent transcriptomes, and gene programs underlying preferential cell-cell interactions. Finally, we further develop our technology for direct spatial readout of gRNAs in an image-based high-content CRISPR screen. Overall, these developments provide the research community with a broadly applicable technology that enables high-coverage, high-resolution spatial profiling of both long and short, native and engineered RNA species in many biomedical contexts.
DOI: 10.5517/ccdc.csd.ccb1l0y
title: CSD 299429: Experimental Crystal Structure Determination

description: Related Article: R.Bala, R.P.Sharma, U.Sharma, A.D.Burrows, K.Cassar|2007|J.Mol.Struct.|832|156|doi:10.1016/j.molstruc.2006.08.028
description: An entry from the Inorganic Crystal Structure Database, the world’s repository for inorganic crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the joint CCDC and FIZ Karlsruhe Access Structures service and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.ccb1n66
title: CCDC 299497: Experimental Crystal Structure Determination

description: Related Article: Oana Cadar, Alpar Pöllnitz, Dragoş Mărgineanu, Cristian Silvestru|2017|Inorg.Chim.Acta|475|90|doi:10.1016/j.ica.2017.09.002
description: Related Article: Oana Cadar, Alpar Poellnitz, Dragos Margineanu, Cristian Silvestru|2018|Inorg.Chim.Acta|475|90|doi:10.1016/j.ica.2017.09.002
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: 10.5517/ccdc.csd.ccb1n55
title: CCDC 299496: Experimental Crystal Structure Determination

description: Related Article: Oana Cadar, Alpar Pöllnitz, Dragoş Mărgineanu, Cristian Silvestru|2017|Inorg.Chim.Acta|475|90|doi:10.1016/j.ica.2017.09.002
description: Related Article: Oana Cadar, Alpar Poellnitz, Dragos Margineanu, Cristian Silvestru|2018|Inorg.Chim.Acta|475|90|doi:10.1016/j.ica.2017.09.002
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: 10.17632/8kbv637pxh.2
title: Sequencing-free whole-genome spatial transcriptomics at single-molecule resolution

description: Recent breakthroughs in spatial transcriptomics technologies have enhanced our understanding of diverse cellular identities, spatial organizations, and functions. Yet existing spatial transcriptomics tools are still limited in either transcriptomic coverage or spatial resolution, hindering unbiased, hypothesis-free transcriptomic analyses at high spatial resolution. Here we develop Reverse-padlock Amplicon Encoding FISH (RAEFISH), an image-based spatial transcriptomics method with whole-genome coverage and single-molecule resolution in intact tissues. We demonstrate spatial profiling of 23,000 human or 22,000 mouse transcripts in single cells and tissue sections. Our analyses reveal transcript-specific subcellular localization, cell-type-specific and cell-type-invariant zonation-dependent transcriptomes, and gene programs underlying preferential cell-cell interactions. Finally, we further develop our technology for direct spatial readout of gRNAs in an image-based high-content CRISPR screen. Overall, these developments provide the research community with a broadly applicable technology that enables high-coverage, high-resolution spatial profiling of both long and short, native and engineered RNA species in many biomedical contexts.