cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.57760/sciencedb.25377
title: NDVI prediction dataset for the Qinghai-Tibet Plateau based on CMIP6 (2025–2100)
title: 基于CMIP6的青藏高原NDVI预测数据集（2025–2100年）

description: This dataset is developed based on three Shared Socioeconomic Pathways (SSP126, SSP245, and SSP585) from the Coupled Model Intercomparison Project Phase 6 (CMIP6), in conjunction with 1 km resolution historical temperature, precipitation, and NDVI data from 2000 to 2020 across the Qinghai-Tibet Plateau. A multiple linear regression model was employed to simulate the relationship between climate factors and vegetation response, enabling annual NDVI prediction from 2025 to 2100. To enhance spatial accuracy, climate model outputs were downscaled using bias correction and bilinear interpolation techniques. All processing and modeling tasks, including simulation and error control, were performed using MATLAB, with masking applied to non-vegetation areas such as glaciers and water bodies. The dataset spans 76 years, covers the entire Qinghai-Tibet Plateau, has a spatial resolution of 1 km, and consists of 228 GeoTIFF raster files with a total volume of 5.65 GB. Model accuracy was evaluated using the coefficient of determination (R²) and root mean square error (RMSE), with all R² values exceeding 0.72 and RMSE values controlled below 0.13, demonstrating high reliability. This dataset features multi-scenario comparability, long-term temporal continuity, and high spatial detail, making it valuable for studies on ecosystem services simulation, regional carbon sink assessment, and vegetation dynamics under climate change scenarios.
description: This dataset is developed based on three Shared Socioeconomic Pathways (SSP126, SSP245, and SSP585) from the Coupled Model Intercomparison Project Phase 6 (CMIP6), in conjunction with 1 km resolution historical temperature, precipitation, and NDVI data from 2000 to 2020 across the Qinghai-Tibet Plateau. A multiple linear regression model was employed to simulate the relationship between climate factors and vegetation response, enabling annual NDVI prediction from 2025 to 2100. To enhance spatial accuracy, climate model outputs were downscaled using bias correction and bilinear interpolation techniques. All processing and modeling tasks, including simulation and error control, were performed using MATLAB, with masking applied to non-vegetation areas such as glaciers and water bodies. The dataset spans 76 years, covers the entire Qinghai-Tibet Plateau, has a spatial resolution of 1 km, and consists of 228 GeoTIFF raster files with a total volume of 5.65 GB. Model accuracy was evaluated using the coefficient of determination (R²) and root mean square error (RMSE), with all R² values exceeding 0.72 and RMSE values controlled below 0.13, demonstrating high reliability. This dataset features multi-scenario comparability, long-term temporal continuity, and high spatial detail, making it valuable for studies on ecosystem services simulation, regional carbon sink assessment, and vegetation dynamics under climate change scenarios.
DOI: 10.15468/dl.kjew9r
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Schisandra wilsoniana A.C.Sm."
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032576-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15629126
title: Dataset from Liro et al., 2022.

description: Full dataset reported in Liro et al., 2022. First insight into the macroplastic storage in a mountain river: The role of in-river vegetation cover, wood jams and channel morphology. Sci. Total Envi. 156354 https://doi.org/10.1016/j.scitotenv.2022.156354
DOI: 10.5281/zenodo.15629127
title: Dataset from Liro et al., 2022.

description: Full dataset reported in Liro et al., 2022. First insight into the macroplastic storage in a mountain river: The role of in-river vegetation cover, wood jams and channel morphology. Sci. Total Envi. 156354 https://doi.org/10.1016/j.scitotenv.2022.156354
DOI: 10.15468/dl.asg6yq
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Capensibufo deceptus Channing, Measey, De Villiers, Turner & Tolley, 2017",
 "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 ((18.2339 -32.5266,18.1411 -32.657,18.1007 -32.7021,18.0224 -32.6366,17.8923 -32.6419,17.754 -32.8255,17.7723 -32.9007,20.509 -32.9007,20.509 -28.5786,16.2782 -28.5786,16.4358 -28.7202,16.726 -29.1235,17.1957 -30.3752,17.6655 -31.1743,18.1322 -31.7679,18.2495 -32.2638,18.2339 -32.5266))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032578-250525065834625/datasets/export for details.
DOI: 10.5281/zenodo.15583891
title: C-Fos immunoreactivity in anxiety-related brain regions following paroxetine discontinuation

description: Data set of c-Fos expression in various brain regions following paroxetine discontinuation and EPM exposure in mice, associated with Collins, Helen M., et al. "Increased c-Fos immunoreactivity in anxiety-related brain regions following paroxetine discontinuation." Neuropharmacology (2025): 110541. Methods are presented in detail here.
DOI: 10.5281/zenodo.15583892
title: C-Fos immunoreactivity in anxiety-related brain regions following paroxetine discontinuation

description: Data set of c-Fos expression in various brain regions following paroxetine discontinuation and EPM exposure in mice, associated with Collins, Helen M., et al. "Increased c-Fos immunoreactivity in anxiety-related brain regions following paroxetine discontinuation." Neuropharmacology (2025): 110541. Methods are presented in detail here.
DOI: 10.15468/dl.hrw9xe
title: Occurrence Download

description: A dataset containing 45 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Cistanche deserticola Ma"
 ]
}

 The dataset includes 45 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032580-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.y9k9uk
title: Occurrence Download

description: A dataset containing 7719 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Halacaridae"
 ]
}

 The dataset includes 7719 records from 166 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032581-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.47wa4z
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Capensibufo deceptus Channing, Measey, De Villiers, Turner & Tolley, 2017",
 "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 ((15.6372 -28.0032,16.2782 -28.5786,20.509 -28.5786,20.509 -24.0715,15.4933 -24.0715,15.4945 -24.1257,16.0509 -25.6631,15.6372 -28.0032))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032582-250525065834625/datasets/export for details.
DOI: 10.15468/dl.rvbqdf
title: Occurrence Download

description: A dataset containing 21 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Schisandra bicolor var. tuberculata (Y.W.Law) Y.W.Law"
 ]
}

 The dataset includes 21 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032583-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15629257
title: Transcriptions and Thematic Coding of University Students' Learning Journals on the Corners Method (2025)

description: This dataset includes anonymized transcriptions of reflective learning journals written by undergraduate students after participating in a university teaching intervention using the corners method. The dataset also contains the qualitative coding applied to the transcriptions using an inductive thematic analysis approach.The data were collected from a sample of 44 undergraduate students enrolled in the Early Childhood Education degree at a Spanish public university. These students took part in a teaching intervention that adapted the corners method—typically used in early education—to a higher education context. All participants provided informed consent for their anonymized responses to be used for research purposes.
DOI: 10.5281/zenodo.15629258
title: Transcriptions and Thematic Coding of University Students' Learning Journals on the Corners Method (2025)

description: This dataset includes anonymized transcriptions of reflective learning journals written by undergraduate students after participating in a university teaching intervention using the corners method. The dataset also contains the qualitative coding applied to the transcriptions using an inductive thematic analysis approach.The data were collected from a sample of 44 undergraduate students enrolled in the Early Childhood Education degree at a Spanish public university. These students took part in a teaching intervention that adapted the corners method—typically used in early education—to a higher education context. All participants provided informed consent for their anonymized responses to be used for research purposes.
DOI: 10.15468/dl.vq9uzc
title: Occurrence Download

description: A dataset containing 310 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Specimen)",
 "Country is one of (Mexico, Nicaragua, Honduras, El Salvador, Guatemala, Belize, Costa Rica, Panama, United States of America, Canada)",
 "OccurrenceStatus is Present",
 "TaxonKey is Melastoma malabathricum L.",
 "Year 1900-2025"
 ]
}

 The dataset includes 310 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032584-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ags3au
title: Occurrence Download

description: A dataset containing 870 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Cistanche tubulosa (Schenk) Wight"
 ]
}

 The dataset includes 870 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032585-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yku8kz
title: Occurrence Download

description: A dataset containing 975 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Specimen)",
 "Country is one of (Mexico, United States of America, Guatemala, Belize, Nicaragua, El Salvador, Costa Rica, Honduras, Canada, Panama)",
 "OccurrenceStatus is Present",
 "TaxonKey is Azadirachta indica A.Juss.",
 "Year 1900-2025"
 ]
}

 The dataset includes 975 records from 46 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032586-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4f2gv5
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Capensibufo deceptus Channing, Measey, De Villiers, Turner & Tolley, 2017",
 "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 ((15.4784 -23.4046,15.4933 -24.0715,20.509 -24.0715,20.509 -24.0455,20.0952 -23.5072,19.9968 -23.017,19.7843 -22.5405,19.1988 -21.8785,18.5972 -21.5447,17.8859 -21.3993,17.1626 -21.4805,16.5332 -21.7596,16.1257 -22.0882,15.8234 -22.4662,15.606 -22.8993,15.4784 -23.4046))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032587-250525065834625/datasets/export for details.
DOI: 10.15468/dl.s2fjkt
title: Occurrence Download

description: A dataset containing 219 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Cistanche salsa (C.A.Mey.) Beck"
 ]
}

 The dataset includes 219 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032588-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.b9n4f8
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Capensibufo deceptus Channing, Measey, De Villiers, Turner & Tolley, 2017",
 "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 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032589-250525065834625/datasets/export for details.
DOI: 10.15468/dl.sn6m9x
title: Occurrence Download

description: A dataset containing 18 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Cistanche sinensis Beck"
 ]
}

 The dataset includes 18 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032590-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wja3m8
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Capensibufo deceptus Channing, Measey, De Villiers, Turner & Tolley, 2017",
 "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/0032591-250525065834625/datasets/export for details.
DOI: 10.15468/dl.7vqbnd
title: Occurrence Download

description: A dataset containing 41 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Cistanche violacea (Desf.) Hoffmanns. & Link"
 ]
}

 The dataset includes 41 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032592-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15629363
title: Submitted Galaxy Scores to the Gravitational Wave Treasure Map for event MS250610h Preliminary

description: Attached in a .json file is the ranked galaxy information within the contour region of the EM counterpart search associated with the gravitational wave event MS250610h Preliminary. A reference to these calculations can be found here: https://ui.adsabs.harvard.edu/abs/2017ApJ...848L..33A/abstract
DOI: 10.5281/zenodo.15629364
title: Submitted Galaxy Scores to the Gravitational Wave Treasure Map for event MS250610h Preliminary

description: Attached in a .json file is the ranked galaxy information within the contour region of the EM counterpart search associated with the gravitational wave event MS250610h Preliminary. A reference to these calculations can be found here: https://ui.adsabs.harvard.edu/abs/2017ApJ...848L..33A/abstract
DOI: 10.15468/dl.wzsesf
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Schisandra discolor Nakai"
 ]
}

 The dataset includes 3 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032593-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fdr6gv
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Capensibufo deceptus Channing, Measey, De Villiers, Turner & Tolley, 2017",
 "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 ((20.529 -24.0715,20.509 -24.0455,20.509 -24.0715,20.529 -24.0715))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032594-250525065834625/datasets/export for details.
DOI: 10.15468/dl.hcfpv3
title: Occurrence Download

description: A dataset containing 3083 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Cistanche phelypaea (L.) Cout."
 ]
}

 The dataset includes 3083 records from 50 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032595-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yaqyv7
title: Occurrence Download

description: A dataset containing 353 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Schisandra nigra Maxim."
 ]
}

 The dataset includes 353 records from 34 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032596-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jn3dyn
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Capensibufo deceptus Channing, Measey, De Villiers, Turner & Tolley, 2017",
 "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 -23.2724,25.1306 -24.0715,25.5395 -24.0715,25.5395 -23.2724))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032597-250525065834625/datasets/export for details.
DOI: 10.15468/dl.79eemt
title: Occurrence Download

description: A dataset containing 11618210 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 11618210 records from 5136 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032572-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5517/ccdc.csd.cc2gp1nw
title: CCDC 2284348: Experimental Crystal Structure Determination

description: Related Article: Zhen Ren, Jun-Jun Sun, Long Xu, Peng Luo, Zi-Wei Ma, Si Li, Yubing Si, Xi-Yan Dong, Fangfang Pan|2023|CSD Communication|||
description: Related Article: Zhen Ren, Jun-Jun Sun, Long Xu, Peng Luo, Zi-Wei Ma, Si Li, Yu-Bing Si, Xi-Yan Dong, Fangfang Pan|2024|Nanoscale|16|2662|doi:10.1039/D3NR05409H
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2gp1px
title: CCDC 2284349: Experimental Crystal Structure Determination

description: Related Article: Zhen Ren, Jun-Jun Sun, Long Xu, Peng Luo, Zi-Wei Ma, Si Li, Yubing Si, Xi-Yan Dong, Fangfang Pan|2023|CSD Communication|||
description: Related Article: Zhen Ren, Jun-Jun Sun, Long Xu, Peng Luo, Zi-Wei Ma, Si Li, Yu-Bing Si, Xi-Yan Dong, Fangfang Pan|2024|Nanoscale|16|2662|doi:10.1039/D3NR05409H
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.15468/dl.5h7zb5
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cleistes romeroana Szlach., Kolan. & Baranow"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0149392-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5517/ccdc.csd.cc2gp1qy
title: CCDC 2284350: Experimental Crystal Structure Determination

description: Related Article: Zhen Ren, Jun-Jun Sun, Long Xu, Peng Luo, Zi-Wei Ma, Si Li, Yubing Si, Xi-Yan Dong, Fangfang Pan|2023|CSD Communication|||
description: Related Article: Zhen Ren, Jun-Jun Sun, Long Xu, Peng Luo, Zi-Wei Ma, Si Li, Yu-Bing Si, Xi-Yan Dong, Fangfang Pan|2024|Nanoscale|16|2662|doi:10.1039/D3NR05409H
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.