cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.qww35m
title: Occurrence Download

description: A dataset containing 252091 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Elaeagnaceae"
 ]
}

 The dataset includes 252091 records from 1319 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0107733-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.by94dn
title: Occurrence Download

description: A dataset listing the 293 species recorded in GBIF matching the query:
{
 "DatasetKey" : [
 "is Roadkill"
 ]
}

 The dataset's 293 records were derived from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0107760-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vh2ts5
title: Occurrence Download

description: A dataset containing 1298 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Africa",
 "OccurrenceStatus is Present",
 "TaxonKey is Desmodium gangeticum (L.) DC."
 ]
}

 The dataset includes 1298 records from 68 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0107762-240626123714530/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.26870701
title: Influence of drought on the sensitivity of streamflow to precipitation

description: This ZIP file contains the scripts for analysing the sensitivity of streamflow to precipitation during and after drought conditions. These analyses are part of the research conducted for the study titled: <i>"Drought Decreases Streamflow Response to Precipitation, Especially in Arid Regions"</i>, authored by Alessia Matanó, Raed Hamed, Manuela I. Brunner, Marlies H. Barendrecht, and Anne F. Van Loon, submitted to <i>Hydrology and Earth System Sciences (HESS)</i>.
DOI: 10.15468/dl.rrxb9v
title: Occurrence Download

description: A dataset containing 1518575 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Rhamnaceae"
 ]
}

 The dataset includes 1518575 records from 3816 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0107735-240626123714530/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.16575972
title: Additional file 12 of PUMAS: fine-tuning polygenic risk scores with GWAS summary statistics

description: Additional file 12: Table S11. Complete association results between 211 neuroimaging trait PRSs and AD.
DOI: 10.6084/m9.figshare.16575972.v1
title: Additional file 12 of PUMAS: fine-tuning polygenic risk scores with GWAS summary statistics

description: Additional file 12: Table S11. Complete association results between 211 neuroimaging trait PRSs and AD.
DOI: 10.6084/m9.figshare.16575975
title: Additional file 13 of PUMAS: fine-tuning polygenic risk scores with GWAS summary statistics

description: Additional file 13: Table S12. Simulation settings for investigating the estimation accuracy of covariance of summary statistics.
DOI: 10.6084/m9.figshare.16575975.v1
title: Additional file 13 of PUMAS: fine-tuning polygenic risk scores with GWAS summary statistics

description: Additional file 13: Table S12. Simulation settings for investigating the estimation accuracy of covariance of summary statistics.
DOI: 10.6084/m9.figshare.19721709
title: Offshore Island Connection Line: A new perspective of coastal urban development boundary simulation and multi-scenario prediction

description: The urban development boundary (UDB) is a core issue in territorial spatial planning and remains a research focus in urban development. However, in the past, land use simulations of coastal cities have had some limitations. For example, new urban land outside the research boundary could not be effectively simulated, resulting in a large gap between the simulation results and reality. In this study, an artificial neural network (ANN) cellular automata (CA) model based on a new perspective, the Offshore Island Connection Line (collectively, OICL-ANN-CA), was developed to address this problem. We first proposed the delineation principles and methods of OICL and applied it to the Jinpu New Area of Dalian City, Liaoning Province, China. Based on the conversion probability and land use simulation results obtained by ANN and CA, this study validated the UDB simulations for 2000–2020 in the Jinpu New Area and predicted the UDB for 2020–2035 under three scenarios: historical inertia development, ecological security protection, and ecological and economic balance. The results indicate that, compared with the traditional perspective model (the ANN-CA model based on the sea–land boundary), the OICL-ANN-CA model exhibited better simulation accuracy (the figure of merit was approximately 35% higher) and effectively simulated new urban land outside the traditional boundary. This simulation of urban land expansion is more consistent with recent development in the study area. In addition, the predicted results of UDB in 2035 also demonstrate the benefits of this model for detecting reclaimed land. This study illustrates that the OICL-ANN-CA model is a more capable method for capturing changes in new coastal urban land and can produce realistic simulations. It provides a reference for delimiting the UDB and defining the research boundary for the Jinpu New Area and other fast-growing coastal cities in China.
DOI: 10.6084/m9.figshare.19721709.v2
title: Offshore Island Connection Line: A new perspective of coastal urban development boundary simulation and multi-scenario prediction

description: The urban development boundary (UDB) is a core issue in territorial spatial planning and remains a research focus in urban development. However, in the past, land use simulations of coastal cities have had some limitations. For example, new urban land outside the research boundary could not be effectively simulated, resulting in a large gap between the simulation results and reality. In this study, an artificial neural network (ANN) cellular automata (CA) model based on a new perspective, the Offshore Island Connection Line (collectively, OICL-ANN-CA), was developed to address this problem. We first proposed the delineation principles and methods of OICL and applied it to the Jinpu New Area of Dalian City, Liaoning Province, China. Based on the conversion probability and land use simulation results obtained by ANN and CA, this study validated the UDB simulations for 2000–2020 in the Jinpu New Area and predicted the UDB for 2020–2035 under three scenarios: historical inertia development, ecological security protection, and ecological and economic balance. The results indicate that, compared with the traditional perspective model (the ANN-CA model based on the sea–land boundary), the OICL-ANN-CA model exhibited better simulation accuracy (the figure of merit was approximately 35% higher) and effectively simulated new urban land outside the traditional boundary. This simulation of urban land expansion is more consistent with recent development in the study area. In addition, the predicted results of UDB in 2035 also demonstrate the benefits of this model for detecting reclaimed land. This study illustrates that the OICL-ANN-CA model is a more capable method for capturing changes in new coastal urban land and can produce realistic simulations. It provides a reference for delimiting the UDB and defining the research boundary for the Jinpu New Area and other fast-growing coastal cities in China.
DOI: 10.6084/m9.figshare.16575984
title: Additional file 2 of PUMAS: fine-tuning polygenic risk scores with GWAS summary statistics

description: Additional file 2: Table S1. Compare model tuning techniques in WTCCC simulation with continuous phenotype.
DOI: 10.6084/m9.figshare.16575984.v1
title: Additional file 2 of PUMAS: fine-tuning polygenic risk scores with GWAS summary statistics

description: Additional file 2: Table S1. Compare model tuning techniques in WTCCC simulation with continuous phenotype.
DOI: 10.6084/m9.figshare.16575987
title: Additional file 3 of PUMAS: fine-tuning polygenic risk scores with GWAS summary statistics

description: Additional file 3: Table S2. Compare model tuning techniques in WTCCC simulation with binary phenotype.
DOI: 10.6084/m9.figshare.16575987.v1
title: Additional file 3 of PUMAS: fine-tuning polygenic risk scores with GWAS summary statistics

description: Additional file 3: Table S2. Compare model tuning techniques in WTCCC simulation with binary phenotype.
DOI: 10.6084/m9.figshare.16575990
title: Additional file 4 of PUMAS: fine-tuning polygenic risk scores with GWAS summary statistics

description: Additional file 4: Table S3. R2 based on PUMAS and external validations for EA and AD.
DOI: 10.6084/m9.figshare.16575990.v1
title: Additional file 4 of PUMAS: fine-tuning polygenic risk scores with GWAS summary statistics

description: Additional file 4: Table S3. R2 based on PUMAS and external validations for EA and AD.
DOI: 10.6084/m9.figshare.16575993
title: Additional file 5 of PUMAS: fine-tuning polygenic risk scores with GWAS summary statistics

description: Additional file 5: Table S4. PUMAS results on LDL cholesterol and EA with various sample size specifications.
DOI: 10.6084/m9.figshare.16575993.v1
title: Additional file 5 of PUMAS: fine-tuning polygenic risk scores with GWAS summary statistics

description: Additional file 5: Table S4. PUMAS results on LDL cholesterol and EA with various sample size specifications.
DOI: 10.6084/m9.figshare.16575996
title: Additional file 6 of PUMAS: fine-tuning polygenic risk scores with GWAS summary statistics

description: Additional file 6: Table S5. Predictive performance on external validation for AD PRS based on pruned and clumped summary statistics.
DOI: 10.6084/m9.figshare.16575996.v1
title: Additional file 6 of PUMAS: fine-tuning polygenic risk scores with GWAS summary statistics

description: Additional file 6: Table S5. Predictive performance on external validation for AD PRS based on pruned and clumped summary statistics.
DOI: 10.6084/m9.figshare.16575999
title: Additional file 7 of PUMAS: fine-tuning polygenic risk scores with GWAS summary statistics

description: Additional file 7: Table S6. Summary of optimized 65 GWAS summary statistics.
DOI: 10.6084/m9.figshare.16575999.v1
title: Additional file 7 of PUMAS: fine-tuning polygenic risk scores with GWAS summary statistics

description: Additional file 7: Table S6. Summary of optimized 65 GWAS summary statistics.
DOI: 10.6084/m9.figshare.16576002
title: Additional file 8 of PUMAS: fine-tuning polygenic risk scores with GWAS summary statistics

description: Additional file 8: Table S7. Summary of improvement of optimized 65 GWAS summary statistics comparing to PRS with arbitrary p-value cutoff.
DOI: 10.6084/m9.figshare.16576002.v1
title: Additional file 8 of PUMAS: fine-tuning polygenic risk scores with GWAS summary statistics

description: Additional file 8: Table S7. Summary of improvement of optimized 65 GWAS summary statistics comparing to PRS with arbitrary p-value cutoff.
DOI: 10.6084/m9.figshare.16576005
title: Additional file 9 of PUMAS: fine-tuning polygenic risk scores with GWAS summary statistics

description: Additional file 9: Table S8. Computation time for analysis of 65 publicly available GWAS summary statistics.
DOI: 10.6084/m9.figshare.16576005.v1
title: Additional file 9 of PUMAS: fine-tuning polygenic risk scores with GWAS summary statistics

description: Additional file 9: Table S8. Computation time for analysis of 65 publicly available GWAS summary statistics.
DOI: 10.15468/dl.x3tdet
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cirsium davisianum Kit Tan & Sorger"
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0138178-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7zi3ib
title: Occurrence Download

description: A dataset containing 4574 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Tithonia diversifolia (Hemsl.) A.Gray",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 4574 records from 180 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007351-191105090559680/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.i5ictg
title: Occurrence Download

description: A dataset containing 6004 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "DatasetKey is Colección Limnológica Universidad de Antioquia"
 ]
}

 The dataset includes 6004 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004320-150922153815467/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.269fje
title: Occurrence Download

description: A dataset containing 1876 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cirsium echinatum (Desf.) DC."
 ]
}

 The dataset includes 1876 records from 90 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0138197-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3zmutw
title: Occurrence Download

description: A dataset containing 16 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "Country is Spain",
 "Country is Portugal"
 ]
 },
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Buellia atrocinerella (Nyl.) Scheid."
 ]
}

 The dataset includes 16 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008030-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wz3dmk
title: Occurrence Download

description: A dataset containing 33318 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is BrioCAT: Banco de datos de los briòfitos de Cataluña"
 ]
}

 The dataset includes 33318 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004320-160118175350007/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.884k2e
title: Occurrence Download

description: A dataset containing 12 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cirsium dender Friis"
 ]
}

 The dataset includes 12 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0138183-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jpmc55
title: Occurrence Download

description: A dataset containing 1248 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Notropis lutipinnis (Jordan & Brayton, 1878)"
 ]
}

 The dataset includes 1248 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008041-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.aok4iq
title: Occurrence Download

description: A dataset containing 120 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Quercus hintonii E.F.Warb."
 ]
}

 The dataset includes 120 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004320-160526112335914/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xvbqam
title: Occurrence Download

description: A dataset containing 595 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cirsium douglasii DC."
 ]
}

 The dataset includes 595 records from 49 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0138192-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8dz6y8
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Europe",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Hemiechinus auritus (Gmelin, 1770)"
 ]
}

 The dataset includes 7 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022651-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.or09zk
title: Occurrence Download

description: A dataset containing 85 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Saimiri boliviensis (I.Geoffroy Saint-Hilaire & de Blainville, 1834)",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 85 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004320-171002173027117/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.g77s57
title: Occurrence Download

description: A dataset containing 520 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cirsium drummondii Torr. & A.Gray"
 ]
}

 The dataset includes 520 records from 59 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0138193-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9kbend
title: Occurrence Download

description: A dataset containing 146 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Glyptemys muhlenbergii (Schoepff, 1801)"
 ]
}

 The dataset includes 146 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0066025-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9vk4xj
title: Occurrence Download

description: A dataset containing 8622 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Antrozous pallidus (LeConte, 1856)"
 ]
}

 The dataset includes 8622 records from 103 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004320-171113114016250/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yp4qk3
title: Occurrence Download

description: A dataset containing 41 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cirsium dyris Jahand. & Maire"
 ]
}

 The dataset includes 41 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0138196-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.1wy7dr
title: Occurrence Download

description: A dataset containing 44 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cosmopterix pulchrimella Chambers, 1875",
 "HasCoordinate is true"
 ]
}

 The dataset includes 44 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004320-180131172636756/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.73sys8
title: Occurrence Download

description: A dataset containing 1589 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Flora of Seymskiy Regional Landscape Park"
 ]
}

 The dataset includes 1589 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0066035-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.g36bfe
title: Occurrence Download

description: A dataset containing 333 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cirsium echinus (M.Bieb.) Hand.-Mazz."
 ]
}

 The dataset includes 333 records from 35 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0138198-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.a5qxno
title: Occurrence Download

description: A dataset containing 4950 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Turdus migratorius",
 "Country is Mexico",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 4950 records from 37 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004321-150316153013904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.oje4yo
title: Occurrence Download

description: A dataset containing 175 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Year is 2013",
 "TaxonKey is Rhincodon typus Smith, 1828"
 ]
}

 The dataset includes 175 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007352-191105090559680/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gbcw8p
title: Occurrence Download

description: A dataset containing 21807 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Centaurea solstitialis L."
 ]
}

 The dataset includes 21807 records from 457 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0138204-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.d2iqj7
title: Occurrence Download

description: A dataset containing 90 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Phaseolus vulgaris var. aborigineus (Burkart) Baudet",
 "Country is Argentina"
 ]
}

 The dataset includes 90 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004321-150410134957023/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.824esh
title: Occurrence Download

description: A dataset containing 319 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cirsium engelmannii Rydb."
 ]
}

 The dataset includes 319 records from 35 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0138206-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.