cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.17179228
title: Solar Energy Datasets from DKA Solar Centre

description: There are four solar energy datasets contained available here: Alice Springs and Yulara Solar System. Desert Knowledge Australia Solar Centre (DKASC) Alice Springs is a giant solar energy power station located in the Alice Springs desert that contains PV technologies of different types, ages, makes, models, and configurations. Operating since 2008, Alice offers a vast database for researchers. This work aims to predict the daily power one step ahead using as predictors the following attributes: humidity [%], diffuse radiation [W/m²], radiation [W/m²], diffuse tilted [W/m²], accumulated energy [kWh], rainfall [mm], wind direction [º], temperature [°], radiation global [W/m²], tilted [W/m²], energy [kWh], global radiation [W/m²], power [kW], and the current [A].

On the other hand, the Yulara Solar System, installed in 2014, is located near Yulara and operates a 1.8 MW solar PV plant. Two datasets from Yulara are implemented to predict the daily power one step ahead using as predictors: air pressure [not specified], wind direction [º], rainfall [mm], hail [not specified], wind speed [m/s], accumulated energy [kWh], max wind speed [m/s], pyranometer [not specified], global radiation [W/m²], temperature [ºC], temperature probe 1 [ºC], temperature probe 2 [ºC], energy [kWh], power [kW], and the current [A]. More information about these attributes can be found on the website. The PV panels Yulara 1 and 5 were chosen to perform the simulations. The initial dataset contained information with an interval of 5 minutes. Pre-processing was implemented to remove null values and convert the information to daily values. The datasets' period includes data from January 2021 to December 2022.

More information about the datasets can be found on the official website: https://dkasolarcentre.com.au/. As the plant uses solar panels with different characteristics, the panels are identified by numbers.
DOI: 10.5281/zenodo.17179229
title: Solar Energy Datasets from DKA Solar Centre

description: There are four solar energy datasets contained available here: Alice Springs and Yulara Solar System. Desert Knowledge Australia Solar Centre (DKASC) Alice Springs is a giant solar energy power station located in the Alice Springs desert that contains PV technologies of different types, ages, makes, models, and configurations. Operating since 2008, Alice offers a vast database for researchers. This work aims to predict the daily power one step ahead using as predictors the following attributes: humidity [%], diffuse radiation [W/m²], radiation [W/m²], diffuse tilted [W/m²], accumulated energy [kWh], rainfall [mm], wind direction [º], temperature [°], radiation global [W/m²], tilted [W/m²], energy [kWh], global radiation [W/m²], power [kW], and the current [A].

On the other hand, the Yulara Solar System, installed in 2014, is located near Yulara and operates a 1.8 MW solar PV plant. Two datasets from Yulara are implemented to predict the daily power one step ahead using as predictors: air pressure [not specified], wind direction [º], rainfall [mm], hail [not specified], wind speed [m/s], accumulated energy [kWh], max wind speed [m/s], pyranometer [not specified], global radiation [W/m²], temperature [ºC], temperature probe 1 [ºC], temperature probe 2 [ºC], energy [kWh], power [kW], and the current [A]. More information about these attributes can be found on the website. The PV panels Yulara 1 and 5 were chosen to perform the simulations. The initial dataset contained information with an interval of 5 minutes. Pre-processing was implemented to remove null values and convert the information to daily values. The datasets' period includes data from January 2021 to December 2022.

More information about the datasets can be found on the official website: https://dkasolarcentre.com.au/. As the plant uses solar panels with different characteristics, the panels are identified by numbers.
DOI: 10.15468/dl.hpqwgr
title: Occurrence Download

description: A dataset containing 34 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is South America",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Rhynchophorus ferrugineus"
 ]
}

 The dataset includes 34 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006488-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vtnqr9
title: Occurrence Download

description: A dataset containing 30 records in GBIF matching the query:
SELECT
 kingdom,
 kingdomkey,
 phylum,
 phylumkey,
 class,
 classkey,
 "order",
 orderkey,
 family,
 familykey,
 genus,
 genuskey,
 species,
 specieskey,
 "year",
 IF(ISNULL(genuskey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY genuskey, "year")) genuscount,
 COUNT(*) occurrences,
 MIN(GBIF_TEMPORALUNCERTAINTY(eventdate, eventtime)) mintemporaluncertainty,
 MIN(COALESCE(coordinateuncertaintyinmeters, 1000)) mincoordinateuncertaintyinmeters
FROM
 occurrence
WHERE
 occurrence.basisofrecord IN ('OBSERVATION', 'MACHINE_OBSERVATION', 'HUMAN_OBSERVATION', 'MATERIAL_SAMPLE', 'MATERIAL_CITATION', 'OCCURRENCE')
 AND occurrence.countrycode = 'BR'
 AND (CAST(occurrence.taxonkey AS INTEGER) = 2434450 OR CAST(occurrence.acceptedtaxonkey AS INTEGER) = 2434450 OR CAST(occurrence.kingdomkey AS INTEGER) = 2434450 OR CAST(occurrence.phylumkey AS INTEGER) = 2434450 OR CAST(occurrence.classkey AS INTEGER) = 2434450 OR CAST(occurrence.orderkey AS INTEGER) = 2434450 OR CAST(occurrence.familykey AS INTEGER) = 2434450 OR CAST(occurrence.genuskey AS INTEGER) = 2434450 OR CAST(occurrence.specieskey AS INTEGER) = 2434450)
 AND occurrence.hasgeospatialissues = FALSE
 AND occurrence.occurrencestatus = 'PRESENT'
 AND (occurrence.specieskey IS NOT NULL AND occurrence."year" IS NOT NULL)
GROUP BY
 occurrence.kingdom,
 occurrence.kingdomkey,
 occurrence.phylum,
 occurrence.phylumkey,
 occurrence.class,
 occurrence.classkey,
 occurrence."order",
 occurrence.orderkey,
 occurrence.family,
 occurrence.familykey,
 occurrence.genus,
 occurrence.genuskey,
 occurrence.species,
 occurrence.specieskey,
 occurrence."year"

 The dataset's 30 records were derived from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006461-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dsq64c
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Eragrostis elongata",
 "Country is Belgium",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006489-250920141307145/datasets/export for details.
DOI: 10.15468/dl.shywn7
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Eragrostis elongata",
 "Country is Costa Rica",
 "HasCoordinate is true"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006490-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kfksyk
title: Occurrence Download

description: A dataset containing 21 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Eragrostis elongata",
 "Country is United States of America",
 "HasCoordinate is true"
 ]
}

 The dataset includes 21 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006491-250920141307145/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.30182755
title: SupplementaryTable_S3

description: <b>Thesis Table 4.6. Colocalization results.</b><b> </b>Excel file contains the following sheets:A) CMM-PigmentationB) CMM-Other skin cancersC) BCC-PigmentationD) BCC-Other skin cancersE) SCC-PigmentationF) SCC-Other skin cancers
DOI: 10.6084/m9.figshare.30182755.v1
title: SupplementaryTable_S3

description: <b>Thesis Table 4.6. Colocalization results.</b><b> </b>Excel file contains the following sheets:A) CMM-PigmentationB) CMM-Other skin cancersC) BCC-PigmentationD) BCC-Other skin cancersE) SCC-PigmentationF) SCC-Other skin cancers
DOI: 10.15468/dl.4u46xk
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Eragrostis lacunaria",
 "Country is Belgium",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006496-250920141307145/datasets/export for details.
DOI: 10.15468/dl.pnq3dj
title: Occurrence Download

description: A dataset containing 686 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is New Zealand",
 "TaxonKey is Mallada basalis"
 ]
}

 The dataset includes 686 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006495-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yvmtjv
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Eragrostis lacunaria",
 "Country is Netherlands",
 "HasCoordinate is true"
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006497-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.y68mt9
title: Occurrence Download

description: A dataset containing 41774 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Macromitrium"
 ]
}

 The dataset includes 41774 records from 278 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0063940-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9pjzug
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Achnanthes engelbrechtii var. engelbrechtii",
 "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 ((25.5395 -28.5786,20.509 -28.5786,20.509 -32.9007,25.5395 -32.9007,25.5395 -28.5786))"
 ]
}

 The dataset includes 3 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0063991-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7281/t1/qa0sfn
title: Data associated with the publication: A Synthesis of Quantitative Research on Programs For Struggling Readers in Elementary Schools

description: This article reviews research on the outcomes of diverse reading programs on the achievement of struggling readers in elementary schools. Sixty-five studies of 51 different programs met rigorous standards. Eighty-three percent were randomized experiments and 17% quasi-experiments. Outcomes were positive for one-to-one tutoring and were positive but not as large for one-to-small group tutoring. There were no differences in outcomes between teachers and teaching assistants as tutors. Whole-class approaches (mostly cooperative learning) and whole-class/whole-school approaches incorporating tutoring for struggling readers obtained outcomes for struggling readers as large as those found for all forms of tutoring, on average, and benefitted many more students. Technology-supported adaptive instruction did not have significant positive outcomes for struggling readers, however. In agreement with previous reviews, this synthesis found that substantial impacts can be obtained for struggling readers with interventions aligned within a response to intervention network.
DOI: 10.15468/dl.wehz8s
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Achnanthes engelbrechtii var. engelbrechtii",
 "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 ((20.7576 -24.3688,20.529 -24.0715,20.509 -24.0715,20.509 -28.5786,25.5395 -28.5786,25.5395 -24.0715,25.1306 -24.0715,24.9333 -24.4571,23.8962 -24.2467,22.8065 -24.295,22.3719 -24.7207,22.2323 -25.547,22.0387 -25.7188,21.7833 -25.7784,21.5388 -25.7113,21.3553 -25.5415,20.7576 -24.3688))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0063992-250525065834625/datasets/export for details.
DOI: 10.15468/dl.pqm8yj
title: Occurrence Download

description: A dataset containing 388 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Acerodon jubatus (Eschscholtz, 1831)"
 ]
}

 The dataset includes 388 records from 31 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0063993-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wmsb3y
title: Occurrence Download

description: A dataset containing 62059085 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is North America",
 "License is CC0 1.0",
 "Year 1000-2010"
 ]
}

 The dataset includes 62059085 records from 1771 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0063979-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15174497
title: Pretraining dataset for t5chem

description: The pubchem molecules that used to pretrain t5chem models in this work: https://pubs.acs.org/doi/abs/10.1021/acs.jcim.1c01467Github source code: https://github.com/HelloJocelynLu/t5chem/tree/main

Due to computational compacity and resolve potential OOM problems for some machines, the whole dataset is splitted to 10 subsets and can be extract by:

```

tar -xzvf MLM.tar.gz

```

Then you can pretrain your own model by running:

```

t5chem train --data_dir MLM/train_0 --output_dir model/pretrain/v1_1-small --task_type pretrain --num_epoch 1 --pretrain google/t5-v1_1-small

```
DOI: 10.5281/zenodo.15174498
title: Pretraining dataset for t5chem

description: The pubchem molecules that used to pretrain t5chem models in this work: https://pubs.acs.org/doi/abs/10.1021/acs.jcim.1c01467Github source code: https://github.com/HelloJocelynLu/t5chem/tree/main

Due to computational compacity and resolve potential OOM problems for some machines, the whole dataset is splitted to 10 subsets and can be extract by:

```

tar -xzvf MLM.tar.gz

```

Then you can pretrain your own model by running:

```

t5chem train --data_dir MLM/train_0 --output_dir model/pretrain/v1_1-small --task_type pretrain --num_epoch 1 --pretrain google/t5-v1_1-small

```
DOI: 10.15468/dl.pwqq6s
title: Occurrence Download

description: A dataset containing 29894 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Calonectris borealis (Forster, 1772)"
 ]
}

 The dataset includes 29894 records from 27 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017353-241024112534372/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8hyhn9
title: Occurrence Download

description: A dataset containing 1512208412 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is EOD – eBird Observation Dataset"
 ]
}

 The dataset includes 1512208412 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017308-241024112534372/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14021454
title: An Excel spreadsheet including eddy covariance and meteorological data measured at Nanji Island flux tower, Southern China.

description: The data was measured using an open-path eddy covariance system in a subtropical island forest located in the Nanji Islands National Marine Protected Area in southern China. The results will support for a paper entitled "Carbon sink potential and its driving mechanisms in an island forest nature reserve in southern China". Contact Xianglan Li at Beijing Normal University (xlli@bnu.edu.cn) if you have any question.
DOI: 10.5281/zenodo.14021453
title: An Excel spreadsheet including eddy covariance and meteorological data measured at Nanji Island flux tower, Southern China.

description: The data was measured using an open-path eddy covariance system in a subtropical island forest located in the Nanji Islands National Marine Protected Area in southern China. The results will support for a paper entitled "Carbon sink potential and its driving mechanisms in an island forest nature reserve in southern China". Contact Xianglan Li at Beijing Normal University (xlli@bnu.edu.cn) if you have any question.
DOI: 10.6084/m9.figshare.27442530.v1
title: Supplementary Material for: Responsiveness of the DLQI and the Colombian validated version of the Skindex-29 in scarring and non-scarring alopecia

description: Introduction: Alopecia is a frequent reason for consultation and is often associated with psychological, self-esteem and quality-of-life (QoL) impact, particularly in women. To date, quality of life assessment studies including all alopecia types are lacking. This study evaluated QOL and sensitivity to change of the Skindex-29 and the Dermatology Life Quality Index (DLQI) in these. 
Methods: This was an observational study with a longitudinal design, including two measurements over time and prospective data. It was carried out in four outpatient centers in Medellín, between 2023-2024. 
We included sociodemographic and clinical data, as well as the DLQI and Skindex-29 QoL questionnaires before and after treatment.
Results: Participation of women was 51%; the most frequent types of alopecia were androgenic alopecia (52%), alopecia areata (AA) (19%) and telogen effluvium (TE) (9%). 
The alopecia types with the greatest impact on QOL (pretreatment) measured through the DLQI and the Skindex-29, respectively, were TE [10.29(±9.32) and 40.39 (±32.04)], AA [9.27(±9.13) and 33.91(±26.47)], dissecting cellulitis [8.67(±8.33) and 29.6(±15.33)] and lichen planus pilaris [6.75(±6.55) and 6.75(±6.55)].
Conclusion: The version validated in Colombia of the Skindex-29 and the Colombian Spanish version of the DLQI showed a moderate responsiveness when evaluating the QOL of patients with scarring and non-scarring alopecia, before and after starting specific treatment.
DOI: 10.15468/dl.nt2rxf
title: Occurrence Download

description: A dataset containing 180075 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Puffinus puffinus (Brunnich, 1764)"
 ]
}

 The dataset includes 180075 records from 326 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017352-241024112534372/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hum4mc
title: Occurrence Download

description: A dataset containing 30449 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Echinochloa colonum (L.) Link"
 ]
}

 The dataset includes 30449 records from 697 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017354-241024112534372/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ngc56z
title: Occurrence Download

description: A dataset containing 1573 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Papio cynocephalus (Linnaeus, 1766)"
 ]
}

 The dataset includes 1573 records from 62 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017357-241024112534372/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6hzrka
title: Occurrence Download

description: A dataset containing 1254467 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Fulmarus glacialis (Linnaeus, 1761)"
 ]
}

 The dataset includes 1254467 records from 455 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017356-241024112534372/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.48597/32bk-74x9
title: Measurement of Aerosol light scattering at El Arenosillo

description: Measurement of Aerosol light scattering at El Arenosillo
DOI: 10.5281/zenodo.14022916
title: 80 Classification Datasets from Aeon
DOI: 10.5281/zenodo.14022917
title: 80 Classification Datasets from Aeon
DOI: 10.15468/dl.edujeu
title: Occurrence Download

description: A dataset containing 1970 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Acridotheres tristis (Linnaeus, 1766)",
 "Country is Seychelles",
 "Year is greater than or equal to 1500"
 ]
}

 The dataset includes 1970 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017358-241024112534372/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14023106
title: Forecasting Datasets
DOI: 10.5281/zenodo.14023107
title: Forecasting Datasets
DOI: 10.15468/dl.tx3qs5
title: Occurrence Download

description: A dataset containing 1463 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United Kingdom of Great Britain and Northern Ireland",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Eriocheir sinensis H.Milne Edwards, 1853",
 "Year 1904-2024"
 ]
}

 The dataset includes 1463 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017359-241024112534372/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ne4g9z
title: Occurrence Download

description: A dataset containing 2388 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Acridotheres tristis (Linnaeus, 1766)",
 "Country is French Polynesia",
 "Year is greater than or equal to 1500"
 ]
}

 The dataset includes 2388 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017361-241024112534372/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.