cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.db5ukd
title: Occurrence Download

description: A dataset containing 42 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Paracaesio caerulea (Katayama, 1934)",
 "Geometry POLYGON((170 20, 170 50, 120 50, 120 20, 170 20))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 42 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010688-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.93utgj
title: Occurrence Download

description: A dataset containing 168 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Asia",
 "Country is China",
 "TaxonKey is Larix gmelinii (Rupr.) Kuzen.",
 "Year 1970-2024"
 ]
}

 The dataset includes 168 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010689-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sk9b35
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Vegetichthys caeruleus Katayama, 1934",
 "Geometry POLYGON((170 20, 170 50, 120 50, 120 20, 170 20))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010690-241126133413365/datasets/export for details.
DOI: 10.15468/dl.r5egbn
title: Occurrence Download

description: A dataset containing 125 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Chlorophthalmus albatrossis Jordan & Starks, 1904",
 "Geometry POLYGON((170 20, 170 50, 120 50, 120 20, 170 20))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 125 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010691-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pzsb4x
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Chlorophthalmus agassizi Bonaparte, 1840",
 "Geometry POLYGON((170 20, 170 50, 120 50, 120 20, 170 20))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010693-241126133413365/datasets/export for details.
DOI: 10.15468/dl.6hczd8
title: Occurrence Download

description: A dataset containing 166551 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is iNaturalist Research-grade Observations",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Country is one of (Canada, Mexico, United States of America)",
 "EventDate is greater than or equal to 2024-11-06",
 "EventDate is less than or equal to 2024-12-06",
 {
 "not" : {
 "Issue" : [
 "is one of (Basis of record invalid, Coordinate reprojection failed, Coordinate reprojection suspicious, Coordinate precision invalid, Coordinate uncertainty meters invalid, Country mismatch, Country invalid, Geodetic datum invalid, Presumed swapped coordinate, Presumed negated longitude, Presumed negated latitude, Country coordinate mismatch)"
 ]
 }
 }
 ]
}

 The dataset includes 166551 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010680-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ex9tet
title: Occurrence Download

description: A dataset containing 18771 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Muntingia calabura L."
 ]
}

 The dataset includes 18771 records from 424 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010692-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.s6k4dd
title: Occurrence Download

description: A dataset containing 255 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Fistularia commersonii Rüppell, 1838",
 "Geometry POLYGON((170 20, 170 50, 120 50, 120 20, 170 20))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 255 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010694-241126133413365/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.27937210
title: Additional file 2 of Evidence on the performance of nature-based solutions interventions for coastal protection in biogenic, shallow ecosystems: a systematic map

description: Additional file 2. Search strings
DOI: 10.6084/m9.figshare.27937232.v1
title: Additional file 4 of Functional screening reveals genetic dependencies and diverging cell cycle control in atypical teratoid rhabdoid tumors

description: Additional file 4: Table S3. Drug-gene interactions and potential druggability from the Drug Gene Interaction Database for genetic dependencies in ATRT cells.
DOI: 10.6084/m9.figshare.27937237
title: Additional file 10 of Evidence on the performance of nature-based solutions interventions for coastal protection in biogenic, shallow ecosystems: a systematic map

description: Additional file 10. Coded data for included studies
DOI: 10.6084/m9.figshare.27937213
title: Additional file 3 of Evidence on the performance of nature-based solutions interventions for coastal protection in biogenic, shallow ecosystems: a systematic map

description: Additional file 3. Benchmarking articles
DOI: 10.6084/m9.figshare.27937216.v1
title: Additional file 4 of Evidence on the performance of nature-based solutions interventions for coastal protection in biogenic, shallow ecosystems: a systematic map

description: Additional file 4. Organizational website searches
DOI: 10.6084/m9.figshare.27937222
title: Additional file 6 of Evidence on the performance of nature-based solutions interventions for coastal protection in biogenic, shallow ecosystems: a systematic map

description: Additional file 6. Typologies for outcomes
DOI: 10.6084/m9.figshare.27937222.v1
title: Additional file 6 of Evidence on the performance of nature-based solutions interventions for coastal protection in biogenic, shallow ecosystems: a systematic map

description: Additional file 6. Typologies for outcomes
DOI: 10.6084/m9.figshare.27937231.v1
title: Additional file 8 of Evidence on the performance of nature-based solutions interventions for coastal protection in biogenic, shallow ecosystems: a systematic map

description: Additional file 8. Included articles
DOI: 10.6084/m9.figshare.27937235.v1
title: Additional file 5 of Functional screening reveals genetic dependencies and diverging cell cycle control in atypical teratoid rhabdoid tumors

description: Additional file 5: Table S4. Cell line overview and growth rate inhibition data from three-dose drug screen.
DOI: 10.6084/m9.figshare.27937246
title: Additional file 1 of A performance evaluation of commercially available and 3D-printable prosthetic hands: a comparison using the anthropomorphic hand assessment protocol

description: Supplementary Material 1
DOI: 10.6084/m9.figshare.27937210.v1
title: Additional file 2 of Evidence on the performance of nature-based solutions interventions for coastal protection in biogenic, shallow ecosystems: a systematic map

description: Additional file 2. Search strings
DOI: 10.6084/m9.figshare.27937231
title: Additional file 8 of Evidence on the performance of nature-based solutions interventions for coastal protection in biogenic, shallow ecosystems: a systematic map

description: Additional file 8. Included articles
DOI: 10.6084/m9.figshare.27937237.v1
title: Additional file 10 of Evidence on the performance of nature-based solutions interventions for coastal protection in biogenic, shallow ecosystems: a systematic map

description: Additional file 10. Coded data for included studies
DOI: 10.6084/m9.figshare.27937246.v1
title: Additional file 1 of A performance evaluation of commercially available and 3D-printable prosthetic hands: a comparison using the anthropomorphic hand assessment protocol

description: Supplementary Material 1
DOI: 10.6084/m9.figshare.27937223
title: Additional file 2 of Functional screening reveals genetic dependencies and diverging cell cycle control in atypical teratoid rhabdoid tumors

description: Additional file 2: Table S1. Summary of oncopanel results and copy number variation (CNV) analyses for ATRT cell lines.
DOI: 10.6084/m9.figshare.27937241
title: Additional file 7 of Functional screening reveals genetic dependencies and diverging cell cycle control in atypical teratoid rhabdoid tumors

description: Additional file 7: Table S6. Summary of MAGeCK MLE results for knockout chemogenetic screens using CDK4/6 inhibitors in ATRT cells.
DOI: 10.6084/m9.figshare.27937223.v1
title: Additional file 2 of Functional screening reveals genetic dependencies and diverging cell cycle control in atypical teratoid rhabdoid tumors

description: Additional file 2: Table S1. Summary of oncopanel results and copy number variation (CNV) analyses for ATRT cell lines.
DOI: 10.6084/m9.figshare.27937232
title: Additional file 4 of Functional screening reveals genetic dependencies and diverging cell cycle control in atypical teratoid rhabdoid tumors

description: Additional file 4: Table S3. Drug-gene interactions and potential druggability from the Drug Gene Interaction Database for genetic dependencies in ATRT cells.
DOI: 10.6084/m9.figshare.27937250
title: Additional file 9 of Functional screening reveals genetic dependencies and diverging cell cycle control in atypical teratoid rhabdoid tumors

description: Additional file 9: Table S8. Mass spectrometry analyses for FLAG-AMBRA1 co-immunoprecipitations in human ATRT cell lines.
DOI: 10.15468/dl.guh9sj
title: Occurrence Download

description: A dataset containing 113 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Sepioteuthis lessoniana d'Orbigny, 1826",
 "Geometry POLYGON((170 20, 170 50, 120 50, 120 20, 170 20))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 113 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010695-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bkt5kn
title: Occurrence Download

description: A dataset containing 712 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Asia",
 "Country is China",
 "TaxonKey is Platycladus orientalis (L.) Franco",
 "Year 1970-2024"
 ]
}

 The dataset includes 712 records from 46 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010696-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.a7wvwv
title: Occurrence Download

description: A dataset containing 26 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Decapterus akaadsi Abe, 1958",
 "Geometry POLYGON((170 20, 170 50, 120 50, 120 20, 170 20))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 26 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010697-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34740/kaggle/dsv/10065916
title: fund123
DOI: 10.15468/dl.nme69n
title: Occurrence Download

description: A dataset containing 605 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Puffinus carneipes Gould, 1844",
 "Geometry POLYGON((170 20, 170 50, 120 50, 120 20, 170 20))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 605 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010698-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3886/e212301
title: PONE-D-24-02044_supinfo

description: Occupational prestige, a
socioeconomic status metric, has received limited attention in prior studies
regarding its influence on farmland transfer. Based on data from the China
Family Panel Studies (CFPS) conducted in 2018 and 2020, we analyze the impact of occupational prestige on farmland transfer. The
findings reveal that farmers with higher occupational prestige are more likely
to transfer their farmland, and the results using the instrumental variable
(IV)-Probit model remained significant. Occupational prestige facilitates
farmland transfer by enhancing farmers’ awareness of land ownership rights and
policies, concurrently diminishing their expectations of land security.
Credit-constrained farmers, those with lower income levels, and farmers in the
central-western regions of China are more willing to transfer their land. These
research insights underscore the significance of fostering inclusive urban
employment initiatives and providing upward
mobility opportunities for rural migrant workers. Such endeavors are deemed
critical for nurturing the development and advancement of China’s rural land
rental market.
DOI: 10.3886/e212301v1
title: PONE-D-24-02044_supinfo

description: Occupational prestige, a
socioeconomic status metric, has received limited attention in prior studies
regarding its influence on farmland transfer. Based on data from the China
Family Panel Studies (CFPS) conducted in 2018 and 2020, we analyze the impact of occupational prestige on farmland transfer. The
findings reveal that farmers with higher occupational prestige are more likely
to transfer their farmland, and the results using the instrumental variable
(IV)-Probit model remained significant. Occupational prestige facilitates
farmland transfer by enhancing farmers’ awareness of land ownership rights and
policies, concurrently diminishing their expectations of land security.
Credit-constrained farmers, those with lower income levels, and farmers in the
central-western regions of China are more willing to transfer their land. These
research insights underscore the significance of fostering inclusive urban
employment initiatives and providing upward
mobility opportunities for rural migrant workers. Such endeavors are deemed
critical for nurturing the development and advancement of China’s rural land
rental market.
DOI: 10.15468/dl.hrtvx7
title: Occurrence Download

description: A dataset containing 603 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ardenna carneipes (Gould, 1844)",
 "Geometry POLYGON((170 20, 170 50, 120 50, 120 20, 170 20))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 603 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010700-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4wzksj
title: Occurrence Download

description: A dataset containing 171 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((31.91608 5.01290,116.76889 5.01290,116.76889 64.38583,31.91608 64.38583,31.91608 5.01290))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Berberis integerrima Bunge"
 ]
}

 The dataset includes 171 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010701-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xqfcdf
title: Occurrence Download

description: A dataset containing 171 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((31.91608 5.01290,116.76889 5.01290,116.76889 64.38583,31.91608 64.38583,31.91608 5.01290))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Berberis integerrima Bunge"
 ]
}

 The dataset includes 171 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010702-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ndz8g4
title: Occurrence Download

description: A dataset containing 221 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Branchiostegus japonicus (Houttuyn, 1782)",
 "Geometry POLYGON((170 20, 170 50, 120 50, 120 20, 170 20))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 221 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010704-241126133413365/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.25585923
title: Tolerated outlier prediction method of excavation damaged zone thickness of drift based on interpretable SOA-QRF ensemble learning

description: Drift excavation induces excavation damaged zones (EDZ) due to stress redistribution, impacting drift stability and rock deformation support. Predicting EDZ thickness is crucial, but traditional machine learning models are susceptible to potential outliers in dataset. Directly eliminating outliers, however, impacts training effectiveness. This study introduces an EDZ thickness prediction model utilising quantile loss and random forest (RF) optimised by the seagull optimisation algorithm (SOA), enabling median regression with tolerated outlier performance. 209 sets of data sets containing 34 mine borehole data were used to establish the prediction model. Evaluation using <i>R</i><sup>2</sup>, explained variance score (EVS), mean absolute error (MAE), and mean square error (MSE) demonstrates the superior accuracy of the proposed SOA-QRF model compared to traditional models. Based on the discussion on the treatment of outliers, the outcomes indicate that the SOA-QRF model is more suitable for the dataset with outliers as well as being able to effectuate tolerated outlier prediction. Additionally, three interpretation methods were utilised to explain the SOA-QRF model and enhance the transparency of the model’s prediction process and facilitating the analysis of dispatcher regulation.
DOI: 10.6084/m9.figshare.25585923.v1
title: Tolerated outlier prediction method of excavation damaged zone thickness of drift based on interpretable SOA-QRF ensemble learning

description: Drift excavation induces excavation damaged zones (EDZ) due to stress redistribution, impacting drift stability and rock deformation support. Predicting EDZ thickness is crucial, but traditional machine learning models are susceptible to potential outliers in dataset. Directly eliminating outliers, however, impacts training effectiveness. This study introduces an EDZ thickness prediction model utilising quantile loss and random forest (RF) optimised by the seagull optimisation algorithm (SOA), enabling median regression with tolerated outlier performance. 209 sets of data sets containing 34 mine borehole data were used to establish the prediction model. Evaluation using <i>R</i><sup>2</sup>, explained variance score (EVS), mean absolute error (MAE), and mean square error (MSE) demonstrates the superior accuracy of the proposed SOA-QRF model compared to traditional models. Based on the discussion on the treatment of outliers, the outcomes indicate that the SOA-QRF model is more suitable for the dataset with outliers as well as being able to effectuate tolerated outlier prediction. Additionally, three interpretation methods were utilised to explain the SOA-QRF model and enhance the transparency of the model’s prediction process and facilitating the analysis of dispatcher regulation.
DOI: 10.6084/m9.figshare.27937323
title: Supplementary Material for: Cerebrospinal fluid biomarkers of central nervous system inflammation predict cortical decline in bipolar disorder and ventricular enlargement in healthy controls

description: Introduction: Bipolar disorder has been associated with significant structural brain changes, potentially driven by central nervous system (CNS) inflammation. This study aimed to investigate the relationship between inflammation biomarkers in cerebrospinal fluid (CSF) and longitudinal structural brain changes. 
Methods: We included 29 individuals with bipolar disorder and 34 healthy controls, analyzing three selected inflammation-related biomarkers - interleukin-6 (IL-6), interleukin-8 (IL-8), and chitinase-3-like protein 1 (YKL-40) - in both blood serum and CSF. Structural brain changes were assessed through magnetic resonance imaging (MRI) at two time points, focusing on cortical thickness of the middle temporal cortex and inferior frontal gyrus, as well as ventricular volume.
Results: In healthy controls, baseline CSF levels of YKL-40 predicted ventricular enlargement in both hemispheres. Among individuals with bipolar disorder, higher baseline levels of IL-8 were associated with a decline in cortical thickness in the right and left middle temporal cortex, as well as the right inferior frontal gyrus. No significant associations were observed with serum biomarkers.
Conclusion: These findings suggest that CSF IL-8 may contribute to cortical decline in bipolar disorder. The lack of association between serum biomarkers and brain changes highlights the specificity of CNS inflammation in these processes. Additionally, the observed link between CSF YKL-40 and ventricular enlargement in healthy controls may indicate a role of CNS inflammation processes in normal brain aging.
DOI: 10.15468/dl.6656fg
title: Occurrence Download

description: A dataset containing 17 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Branchiostegus argentatus (Cuvier, 1830)",
 "Geometry POLYGON((170 20, 170 50, 120 50, 120 20, 170 20))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 17 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010705-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.12789542
title: The HEC method processing code for constrained precipitation extremes reveal unequal future socioeconomic exposure
title: The HEC method processing code used in the manuscript "Constrained precipitation extremes reveal unequal future socioeconomic exposure"
DOI: 10.5281/zenodo.12789623
title: The HEC method processing code and output for constrained precipitation extremes reveal unequal future socioeconomic exposure
title: The HEC method processing code and output  used in the manuscript "Constrained precipitation extremes reveal unequal future socioeconomic exposure"
DOI: 10.5281/zenodo.14012329
title: The HEC method processing code and output for constrained precipitation extremes reveal unequal future socioeconomic exposure
title: The HEC method processing code and output  used in the manuscript "Constrained precipitation extremes reveal unequal future socioeconomic exposure"
DOI: 10.5281/zenodo.12789541
title: The HEC method processing code and output for constrained precipitation extremes reveal unequal future socioeconomic exposure
title: The HEC method processing code and output  used in the manuscript "Constrained precipitation extremes reveal unequal future socioeconomic exposure"