cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.13759832
title: Data for "Mitigation strategies can alleviate power system vulnerability to climate change and extreme weather: A case study on the Italian grid"

description: Data employed for the paper "Mitigation strategies can alleviate power system vulnerability to climate change and extreme weather: A case study on the Italian grid"AbstractThis study explores compounding impacts of climate change on power system's load and generation, emphasising the need to integrate adaptation and mitigation strategies into investment planning. We combine existing and novel empirical evidence to model impacts on: i) air-conditioning demand; ii) thermal power outages; iii) hydro-power generation shortages. Using a power dispatch and capacity expansion model, we analyse the Italian power system's response to these climate impacts in 2030, integrating mitigation targets and optimising for cost-efficiency at an hourly resolution. We outline different meteorological scenarios to explore the impacts of both average climatic changes and the intensification of extreme weather events. We find that addressing extreme weather in power system planning will require an extra 5-8 GW of  photovoltaic  (PV) capacity, on top of the 50 GW of the additional solar PV capacity required by the mitigation target alone. Despite the higher initial investments, we find that the adoption of renewable technologies, especially PV, alleviates the power system's vulnerability to climate change and extreme weather events. In fact, renewable energy sources are generally less vulnerable to the impacts of climate change, such as rising temperatures and shifting precipitation patterns, compared to thermal power and hydropower generation. Furthermore, enhancing short-term storage with lithium-ion batteries is crucial to counterbalance the reduced availability of dispatchable hydro generation.
DOI: 10.15468/dl.7ytt26
title: Occurrence Download

description: A dataset containing 239 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Country is Türkiye",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "IucnRedListCategory is CR",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 239 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049925-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sz8f3w
title: Occurrence Download

description: A dataset containing 6923 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Country is Türkiye",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "IucnRedListCategory is EN",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 6923 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049926-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wt2mku
title: Occurrence Download

description: A dataset containing 30731 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Country is Türkiye",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "IucnRedListCategory is VU",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 30731 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049927-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.28093955
title: Polymorphisms & Substitutions in Arabidopsis Indole Glucosinolate <i>O</i>-Methyltransferases

description: Polymorphism patterns in Arabidopsis indole glucosinolate O-methyltransferase genes and enzymes<br>
DOI: 10.6084/m9.figshare.28093955.v1
title: Polymorphisms & Substitutions in Arabidopsis Indole Glucosinolate <i>O</i>-Methyltransferases

description: Polymorphism patterns in Arabidopsis indole glucosinolate O-methyltransferase genes and enzymes<br>
DOI: 10.5281/zenodo.14562299
title: Spirometric reference equation
DOI: 10.5281/zenodo.14562300
title: Spirometric reference equation
DOI: 10.15468/dl.pk853s
title: Occurrence Download

description: A dataset containing 614533 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Haematopus palliatus Temminck, 1820"
 ]
}

 The dataset includes 614533 records from 173 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049928-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14561826
title: PDC000224 & PXD017407 dataset
DOI: 10.5281/zenodo.14561827
title: PDC000224 & PXD017407 dataset
DOI: 10.5281/zenodo.14562463
title: boiga_beddomei_decontaminated_FSCR.fasta.gz
DOI: 10.5281/zenodo.14562464
title: boiga_beddomei_decontaminated_FSCR.fasta.gz
DOI: 10.6084/m9.figshare.28100078
title: Data

description: OBIA resultsCalibrating water level dataManning coefficient fieldTopographic data
DOI: 10.21227/ezj5-9b53
title: experimental

description: Six vector maps are selected as experimental data. These maps are referred to as the coastline map, river map, building map, green land map, road map and waterway map, as shown in Fig. 9. The coastline map and river map, both in the China Geodetic Coordinate System 2000 (CGCS2000), can be downloaded from the website of the National Catalogue Service for Geographic Information of China (https://www.webmap.cn). The building map, the green land map and the road map, which are in local coordinate system, are obtained from a surveying and mapping institute in China. The waterway map is available from the OpenStreetMap website (http://download.geofabrik.de).
DOI: 10.5281/zenodo.14562474
title: boiga_ceylonensis_decontaminated_FSCR.fasta.gz
DOI: 10.5281/zenodo.14562475
title: boiga_ceylonensis_decontaminated_FSCR.fasta.gz
DOI: 10.5281/zenodo.14562458
title: Flood preparedness
DOI: 10.5281/zenodo.14562459
title: Flood preparedness
DOI: 10.5281/zenodo.14562486
title: ceratogymna_atrata_decontaminated_FSCR.fasta.gz
DOI: 10.5281/zenodo.14562487
title: ceratogymna_atrata_decontaminated_FSCR.fasta.gz
DOI: 10.5281/zenodo.14536024
title: IL9 paper

description: The uploaded files include:



merged_obj.rds which is the scRNA-seq processed seurat object

IL2Tx_IL9R_WT_filtered_feature_bc_matrix.zip is the aligned, processed and filtered output for IL2Tx_IL9R_WT from 10x Genomic's Cell Ranger 

IL9Tx_IL9R_AQ_filtered_feature_bc_matrix.zip is the aligned, processed and filtered output for IL9Tx_IL9R_AQ from 10x Genomic's Cell Ranger 

IL9Tx_IL9R_PR_filtered_feature_bc_matrix.zip is the aligned, processed and filtered output for IL9Tx_IL9R_PR from 10x Genomic's Cell Ranger 

IL9Tx_IL9R_WT_filtered_feature_bc_matrix.zip is the aligned, processed and filtered output for IL9Tx_IL9R_WT from 10x Genomic's Cell Ranger 

gene_counts.tsv is the counts matrix from bulk RNA-seq data
DOI: 10.5281/zenodo.14537197
title: IL-9 as a naturally orthogonal cytokine with optimal JAK/STAT signaling for engineered T cell therapy

description: The uploaded files include:



merged_obj.rds which is the scRNA-seq processed seurat object

IL9Tx_IL9R_AQ_filtered_feature_bc_matrix.zip is the aligned, processed and filtered output for IL9Tx_IL9R_AQ from 10x Genomic's Cell Ranger 

IL9Tx_IL9R_PR_filtered_feature_bc_matrix.zip is the aligned, processed and filtered output for IL9Tx_IL9R_PR from 10x Genomic's Cell Ranger 

IL9Tx_IL9R_WT_filtered_feature_bc_matrix.zip is the aligned, processed and filtered output for IL9Tx_IL9R_WT from 10x Genomic's Cell Ranger 

gene_counts.tsv is the counts matrix from bulk RNA-seq data
DOI: 10.15468/dl.5gqsnh
title: Occurrence Download

description: A dataset containing 6194526 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Chile",
 "OccurrenceStatus is Present",
 "TaxonKey is Aves"
 ]
}

 The dataset includes 6194526 records from 160 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049929-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14562502
title: Ovarian Carcinoma
DOI: 10.5281/zenodo.14562503
title: Ovarian Carcinoma
DOI: 10.15468/dl.hhqsez
title: Occurrence Download

description: A dataset containing 845 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Styphnolobium japonicum (L.) Schott"
 ]
}

 The dataset includes 845 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049930-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14562510
title: crotalus_aquilus_decontaminated_FSCR.fasta.gz
DOI: 10.5281/zenodo.14562511
title: crotalus_aquilus_decontaminated_FSCR.fasta.gz
DOI: 10.5281/zenodo.14546939
title: Anonymized data supporting the paper "Transfer learning for mortality risk: A case study on the United Kingdom"

description: Dataset
Description


transfer_predictions_anonymized_UK
Minimal anonymized data set necessary to replicate the trasnfer methodology for the UK on age and gender grouping level. Variables present are age, gender, predicted mortality rates, deaths and exposure. The predictions are based on the synthetic dataset of UK - details can be found here (PDF) Transfer learning for mortality risk: A case study on the United Kingdom).


cmi_blended_rates
We utilize the ’16’ series 95mortality tables from Working Paper 154 for the evaluation purposes, given the absence of an actual UK portfolio for comparison. More details can be found on CMI website.
DOI: 10.5281/zenodo.14547227
title: Anonymized data supporting the paper "Transfer learning for mortality risk: A case study on the United Kingdom"

description: Dataset
Description


transfer_predictions_anonymized_UK
Minimal anonymized data set necessary to replicate the trasnfer methodology for the UK on age and gender grouping level. Variables present are age, gender, predicted mortality rates, deaths and exposure. The predictions are based on the synthetic dataset of UK - details can be found here (PDF) Transfer learning for mortality risk: A case study on the United Kingdom).


cmi_blended_rates
We utilize the ’16’ series 95mortality tables from Working Paper 154 for the evaluation purposes, given the absence of an actual UK portfolio for comparison. More details can be found on CMI website.
DOI: 10.15468/dl.z4exfh
title: Occurrence Download

description: A dataset containing 7886 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Geometry POLYGON((-6.10935 36.88232,-4.97183 37.3936,-5.00814 37.79631,-5.81892 38.10167,-6.79913 37.64315,-6.10935 36.88232))",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Plantae"
 ]
}

 The dataset includes 7886 records from 81 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049931-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.28095578
title: data_behavior

description: Behavioral Data from humans performing an Attentional Deployment Task.<b>Data format</b><b>:</b> *.mat files (Matlab)<b>Data description:</b>Filename:Each file corresponds to one session (one participant) of the task. All filenames have the form: "data_XX_yyyy_mm_dd_hh-min". The two letters after "data" correspond to a randomly created subject ID. Then it contains the date and time info (year, month, day, hour and minutes) of the session.Inside, each file contains a single structure array called "BehavData", which has two fields: "vars" and "info". The latter contains metadata from the session (subject code name, gender, age, date, time start, time finish). The "vars" (variables) field contains the actual behavioral data. It has 7 fields:<br>"Picture_seq": matrix of dimensions pictures x trials x blocks containing the info of the picture sequences that were presented on each trial. Each trial consists of 5 pictures, and there are 5 types of pictures. Each entry consists of a 3-digit number. First digit correspond to the picture type (1 to 5), second and third digits are the file number within the folder of the corresponding picture type."Block_dumm": vector of trials, with each entry containing the block number to which the trial belongs."Stim_seq": vector of trials, with each entry containing the stimulus type (1 to 5) of each trial."RTintensity_seq": vector of trials, with each entry containing the response time that participants took when delivering intensity ratings (possible values: 0 to 2; units: seconds)."ResponseIntensity_seq": vector of trials, with each entry containing the intensity rating assigned by the participant to a given trial (possible values: integers 1 to 9; units: rating scale)"RTvalence_seq": same as RTintensity_seq but for valence ratings.<br>"ResponseValence_seq": same as ResponseIntensity_seq but for intensity ratings.<br><b>References:</b>Task design is based on the following publication (data does NOT come from it):Jamie Ferri, Joseph Schmidt, Greg Hajcak, Turhan Canli (2013). Neural correlates of attentional deployment within unpleasant pictures. Neuroimage 15:70:268-77.doi: 10.1016/j.neuroimage.2012.12.030.
DOI: 10.6084/m9.figshare.28095578.v2
title: data_behavior

description: Behavioral Data from humans performing an Attentional Deployment Task.<b>Data format</b><b>:</b> *.mat files (Matlab)<b>Data description:</b>Filename:Each file corresponds to one session (one participant) of the task. All filenames have the form: "data_XX_yyyy_mm_dd_hh-min". The two letters after "data" correspond to a randomly created subject ID. Then it contains the date and time info (year, month, day, hour and minutes) of the session.Inside, each file contains a single structure array called "BehavData", which has two fields: "vars" and "info". The latter contains metadata from the session (subject code name, gender, age, date, time start, time finish). The "vars" (variables) field contains the actual behavioral data. It has 7 fields:<br>"Picture_seq": matrix of dimensions pictures x trials x blocks containing the info of the picture sequences that were presented on each trial. Each trial consists of 5 pictures, and there are 5 types of pictures. Each entry consists of a 3-digit number. First digit correspond to the picture type (1 to 5), second and third digits are the file number within the folder of the corresponding picture type."Block_dumm": vector of trials, with each entry containing the block number to which the trial belongs."Stim_seq": vector of trials, with each entry containing the stimulus type (1 to 5) of each trial."RTintensity_seq": vector of trials, with each entry containing the response time that participants took when delivering intensity ratings (possible values: 0 to 2; units: seconds)."ResponseIntensity_seq": vector of trials, with each entry containing the intensity rating assigned by the participant to a given trial (possible values: integers 1 to 9; units: rating scale)"RTvalence_seq": same as RTintensity_seq but for valence ratings.<br>"ResponseValence_seq": same as ResponseIntensity_seq but for intensity ratings.<br><b>References:</b>Task design is based on the following publication (data does NOT come from it):Jamie Ferri, Joseph Schmidt, Greg Hajcak, Turhan Canli (2013). Neural correlates of attentional deployment within unpleasant pictures. Neuroimage 15:70:268-77.doi: 10.1016/j.neuroimage.2012.12.030.
DOI: 10.6084/m9.figshare.28095578.v1
title: data_behavior

description: Data from Attentional Deployment Task.Task was designed based on the following publication: <br>Jamie Ferri, Joseph Schmidt, Greg Hajcak, Turhan Canli (2013). Neural correlates of attentional deployment within unpleasant pictures. Neuroimage 15:70:268-77. doi: 10.1016/j.neuroimage.2012.12.030.
DOI: 10.15468/dl.ke4zf2
title: Occurrence Download

description: A dataset containing 1248311 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Piranga ludoviciana (A.Wilson, 1811)"
 ]
}

 The dataset includes 1248311 records from 119 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049933-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.q6m766
title: Occurrence Download

description: A dataset containing 13422 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Persea americana Mill."
 ]
}

 The dataset includes 13422 records from 622 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049934-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14562547
title: SUGGESTOPEDIA  METHOD IN TEACHING FOREIGN LANGUAGES
DOI: 10.5281/zenodo.14562548
title: SUGGESTOPEDIA  METHOD IN TEACHING FOREIGN LANGUAGES
DOI: 10.5281/zenodo.14562558
title: crotalus_enyo_decontaminated_FSCR.fasta.gz
DOI: 10.5281/zenodo.14562559
title: crotalus_enyo_decontaminated_FSCR.fasta.gz
DOI: 10.5281/zenodo.14562544
title: Dataset of the post-collisional mafic rocks in the North Qaidam orogen

description: Table S1. Age statistics of mafic rocks in the four subarea of the North Qaidam orogen.

Table S2. LA-MC-ICPMS zircon U-Pb geochronological data of the measured mafic rocks.

Table S3. Zircon Lu-Hf isotopic compositions of the measured mafic rocks.

Table S4. Whole-rock major and trace elements of the measured mafic rocks.

Table S5. Whole-rock Sr-Nd isotopes of the measured mafic rocks.

Table S6. Whole-rock Mg isotopes of the measured mafic rocks.

Table S7. Compiled geochemical datasets of the post-collisional mafic rocks in the North Qaidam orogen.
DOI: 10.5281/zenodo.14562545
title: Dataset of the post-collisional mafic rocks in the North Qaidam orogen

description: Table S1. Age statistics of mafic rocks in the four subarea of the North Qaidam orogen.

Table S2. LA-MC-ICPMS zircon U-Pb geochronological data of the measured mafic rocks.

Table S3. Zircon Lu-Hf isotopic compositions of the measured mafic rocks.

Table S4. Whole-rock major and trace elements of the measured mafic rocks.

Table S5. Whole-rock Sr-Nd isotopes of the measured mafic rocks.

Table S6. Whole-rock Mg isotopes of the measured mafic rocks.

Table S7. Compiled geochemical datasets of the post-collisional mafic rocks in the North Qaidam orogen.
DOI: 10.5281/zenodo.14562560
title: АНОР ТУПЛАРИНИ КЎМАДИГАН МАШИНА УЮМЛАГИЧИ ЁН ДЕВОРИНИНГ ҲАРАКАТ ЙЎНАЛИШИГА НИСБАТАН ЎРНАТИЛИШ БУРЧАГИНИ НАЗАРИЙ ТАДҚИҚ ЭТИШ
DOI: 10.5281/zenodo.14562561
title: АНОР ТУПЛАРИНИ КЎМАДИГАН МАШИНА УЮМЛАГИЧИ ЁН ДЕВОРИНИНГ ҲАРАКАТ ЙЎНАЛИШИГА НИСБАТАН ЎРНАТИЛИШ БУРЧАГИНИ НАЗАРИЙ ТАДҚИҚ ЭТИШ
DOI: 10.5281/zenodo.14562566
title: crotalus_mitchellii_decontaminated_FSCR.fasta.gz
DOI: 10.5281/zenodo.14562567
title: crotalus_mitchellii_decontaminated_FSCR.fasta.gz
DOI: 10.5281/zenodo.14562573
title: "INFORMATIKA VA AXBOROT TEXNOLOGIYALARI" FANINI INNOVATSION TA'LIM TEXNOLOGIYALARI ASOSIDA O'QITISHNI YANADA TAKOMILLASHTIRISH MASALALARI
DOI: 10.5281/zenodo.14562574
title: "INFORMATIKA VA AXBOROT TEXNOLOGIYALARI" FANINI INNOVATSION TA'LIM TEXNOLOGIYALARI ASOSIDA O'QITISHNI YANADA TAKOMILLASHTIRISH MASALALARI
DOI: 10.5281/zenodo.14562575
title: crotalus_viridis_decontaminated_FSCR.fasta.gz
DOI: 10.5281/zenodo.14562576
title: crotalus_viridis_decontaminated_FSCR.fasta.gz
DOI: 10.5281/zenodo.14562584
title: cucumis_sagittatus_decontaminated_FSCR.fasta.gz
DOI: 10.5281/zenodo.14562585
title: cucumis_sagittatus_decontaminated_FSCR.fasta.gz
DOI: 10.5281/zenodo.14562582
title: IMPROVEMENT OF METHODOLOGICAL BASIS FOR FORMING THE ESTIMATES OF CONSTRUCTION OBJECTS
DOI: 10.5281/zenodo.14562583
title: IMPROVEMENT OF METHODOLOGICAL BASIS FOR FORMING THE ESTIMATES OF CONSTRUCTION OBJECTS
DOI: 10.5281/zenodo.14562594
title: NEMIS MADANIYATI
DOI: 10.5281/zenodo.14562595
title: NEMIS MADANIYATI
DOI: 10.5281/zenodo.14562601
title: THE ROLE OF INFORMATION TECHNOLOGY IN THE TRAINING OF TEACHERS AND THEIR INTEGRATION INTO THE PEDAGOGICAL PROCESS
DOI: 10.5281/zenodo.14562602
title: THE ROLE OF INFORMATION TECHNOLOGY IN THE TRAINING OF TEACHERS AND THEIR INTEGRATION INTO THE PEDAGOGICAL PROCESS
DOI: 10.15468/dl.bvr7kr
title: Occurrence Download

description: A dataset containing 139171 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Germany",
 "GadmGid is DEU.10_1",
 "TaxonKey is Hymenoptera"
 ]
}

 The dataset includes 139171 records from 106 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049932-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tdbtvd
title: Occurrence Download

description: A dataset containing 55 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Morinda officinalis F.C.How"
 ]
}

 The dataset includes 55 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0090392-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.u7hceq
title: Occurrence Download

description: A dataset containing 53 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Korea, Republic of",
 "Month is August",
 "Year 1968-1968",
 "Geometry POLYGON((-235.18189 33.14713,-230.34791 33.14713,-230.34791 37.85498,-235.18189 37.85498,-235.18189 33.14713))",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 53 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010691-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/inscriptifact-ouc112031530
title: Cuneiform Tablet 1913.14.1530, Spurlock 1913.14.1530

description: [Text Description:] Administrative tablet ❧ [Text or Publication Number Note:] Spurlock 1913.14.1530; CDLI P421382 ❧ [Medium:] Clay ❧ [Script Note:] Non-Alphabetic Cuneiform ❧ [Physical Object Description:] Yellowish Gray (10YR 8/2) -body Reddish Gray (10R 5/1) -discoloration ❧ [Physical Object Note:] 6.8 x 4.1 x 2.3 cm (60 g)