cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.autp4b
title: Occurrence Download

description: A dataset containing 41 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Banksia oligantha A.S.George"
 ]
}

 The dataset includes 41 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037919-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nnn4xh
title: Occurrence Download

description: A dataset containing 2110 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Nesogordonia Baill."
 ]
}

 The dataset includes 2110 records from 63 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0207830-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.etrykt
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Aphelinus flaviventris Kurdjumov, 1913",
 "HasCoordinate is true"
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006548-250402121839773/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7d5qbu
title: Occurrence Download

description: A dataset containing 7204 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Epinephelus marginatus",
 "Year is greater than or equal to 2000",
 "Year is less than or equal to 2025",
 "DecimalLatitude is greater than or equal to -60.0",
 "DecimalLatitude is less than or equal to 40.0",
 "DecimalLongitude is greater than or equal to -90.0",
 "DecimalLongitude is less than or equal to 55.0",
 "HasCoordinate is true"
 ]
}

 The dataset includes 7204 records from 45 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018951-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qk4zv7
title: Occurrence Download

description: A dataset containing 871 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "OccurrenceStatus is Present",
 "TaxonKey is Acer truncatum"
 ]
}

 The dataset includes 871 records from 41 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018952-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.q97q59
title: Occurrence Download

description: A dataset containing 58 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Limia melanonotata)",
 "BasisOfRecord is one of (Specimen, Literature Occurrence, Human Observation, Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1991",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 58 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018954-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25824/redu/ighhnh
title: Dataset relacionado a tese "Mecanismos moleculares e funcionais envolvidos nos efeitos centrais do FGF19 frente a desregulação hipotalâmica"

description: Este dataset contém dados de RNAseq de célula única (scRNAseq) processados com o algoritmo de aprendizado de máquina não supervisionado diffusion-based Manifold Approximation and Projection (dbMAP), no formato h5ad. O dbMAP gera representações bidimensionais e tridimensionais que preservam a estrutura transcricional dos dados, posicionando células transcricionalmente semelhantes próximas e tipos celulares distintos mais afastados. A expressão gênica foi visualizada utilizando as funções scanpy.plot.embedding() e scanpy.plot.violin_plot(). Todo o código utilizado para a análise está disponível em https://github.com/OCRC/Zangerolamo-et-al-2023
DOI: 10.5281/zenodo.17160465
title: GreenInformationFactory – Processed Data, Model & Performance

description: Train/test splits, trained model, and evaluation figure generated by the GreenInformationFactory pipeline. Raw data: 10.5281/zenodo.16256961.
DOI: 10.5281/zenodo.17160466
title: GreenInformationFactory – Processed Data, Model & Performance

description: Train/test splits, trained model, and evaluation figure generated by the GreenInformationFactory pipeline. Raw data: 10.5281/zenodo.16256961.
DOI: 10.15468/dl.2f6fqe
title: Occurrence Download

description: A dataset containing 12 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Amandava amandava",
 "Country is Iran (Islamic Republic of)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 12 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018957-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.16740294
title: Dataset for Detection of coastal flooding with TinyCamML: a low-cost, privacy-preserving cellular-connected camera with onboard ML

description: This dataset is was used to train the ML model presented in the Paper:

"Detection of coastal flooding with TinyCamML: a low-cost, privacy-preserving cellular-connected camera with onboard ML"

A total of 17,448 images are divided into three folders: Train/Validation/Test.

The code to develop the model is on Github:

https://github.com/TinyCamML/Flood-Model/blob/main/src/Classification_asCat-Octt2024.ipynb

Note that some of the images come from:

Wang, Y. (2024). Urban Flood Image Dataset, HydroShare, http://www.hydroshare.org/resource/24866122a6ee456c8f7c80aa87a9abcb
DOI: 10.5281/zenodo.16740295
title: Dataset for Detection of coastal flooding with TinyCamML: a low-cost, privacy-preserving cellular-connected camera with onboard ML

description: This dataset is was used to train the ML model presented in the Paper:

"Detection of coastal flooding with TinyCamML: a low-cost, privacy-preserving cellular-connected camera with onboard ML"

A total of 17,448 images are divided into three folders: Train/Validation/Test.

The code to develop the model is on Github:

https://github.com/TinyCamML/Flood-Model/blob/main/src/Classification_asCat-Octt2024.ipynb

Note that some of the images come from:

Wang, Y. (2024). Urban Flood Image Dataset, HydroShare, http://www.hydroshare.org/resource/24866122a6ee456c8f7c80aa87a9abcb
DOI: 10.15468/dl.34y4ea
title: Occurrence Download

description: A dataset containing 453 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Amandava amandava",
 "Country is Indonesia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 453 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018956-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vjbsah
title: Occurrence Download

description: A dataset containing 231 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Amandava amandava",
 "Country is Italy",
 "HasCoordinate is true"
 ]
}

 The dataset includes 231 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018958-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17160371
title: Data on Primary Macronutrient Deficiency of Maize, case study from Ethiopia

description: This dataset contains data on maize yield and its components in response to nutrient omissions. The data are collected from Omonada district, Ethiopia between June-December 2023.

This datase has been developed in the framework of EU H2020 Project (GA 862848) EWA BELT-Linking East and West African farming systems experience into a BELT of sustainable intensification.
DOI: 10.5281/zenodo.17160372
title: Data on Primary Macronutrient Deficiency of Maize, case study from Ethiopia

description: This dataset contains data on maize yield and its components in response to nutrient omissions. The data are collected from Omonada district, Ethiopia between June-December 2023.

This datase has been developed in the framework of EU H2020 Project (GA 862848) EWA BELT-Linking East and West African farming systems experience into a BELT of sustainable intensification.
DOI: 10.15468/dl.d7mj7e
title: Occurrence Download

description: A dataset containing 201 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Cycadales)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1981",
 "Geometry POLYGON((-30 25,50 25,50 75,-30 75,-30 25))"
 ]
}

 The dataset includes 201 records from 27 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018959-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rf2uux
title: Occurrence Download

description: A dataset containing 4639 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "DatasetKey is iNaturalist Research-grade Observations",
 "Geometry POLYGON((26.60751 37.80797,26.53975 37.73144,26.56637 37.65867,26.66802 37.61459,26.92215 37.60117,26.98507 37.67974,27.0238 37.69507,27.07462 37.69507,27.09641 37.76398,27.06978 37.8462,26.76241 37.91116,26.60751 37.80797))",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 4639 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018960-250914085247600/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.cc2n6ztp
title: CCDC 2449583: Experimental Crystal Structure Determination

description: Related Article: Lan-Qin Chai, Li-Fang Fu, Guan-Zhao Wang, Tian-Tian Chen|2026|J.Mol.Struct.|1349|143740|doi:10.1016/j.molstruc.2025.143740
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.cc2n9hq6
title: CCDC 2451998: Experimental Crystal Structure Determination

description: Related Article: Taraknath Chattopadhyay, Menakha Thangasornaraja, Chinmoy Biswas, Suraj Kumar Agrawalla, Chandra Shekhar Purohit, Manikantan Syamala Kiran, Rajarshi Ghosh|2025|Inorg.Chem.Commun.|182|115335|doi:10.1016/j.inoche.2025.115335
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.gdnuq5
title: Occurrence Download

description: A dataset containing 63015726 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Observation, Machine Observation, Fossil, Living Specimen)",
 "Continent is Africa",
 "OccurrenceStatus is Present",
 "TaxonKey is Animalia"
 ]
}

 The dataset includes 63015726 records from 1331 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018895-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.as6agz
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Amandava amandava",
 "Country is Kuwait",
 "HasCoordinate is true"
 ]
}

 The dataset includes 5 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018962-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.b6mmnq
title: Occurrence Download

description: A dataset containing 1285494 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Sisymbrium altissimum, Sisymbrium irio, Sisymbrium officinale, Sisymbrium orientale, Kali turgidum, Arenaria serpyllifolia, Atocion compactum, Herniaria cinerea, Herniaria hirsuta, Petrorhagia nanteuilii, Saponaria officinalis, Scleranthus annuus, Silene antirrhina, Silene gallica, Frankenia pulverulenta, Mirabilis jalapa, Persicaria maculosa, Rumex conglomeratus, Rumex pulcher, Portulaca oleracea)",
 "BasisOfRecord is one of (Machine Observation, Human Observation, Observation)",
 "HasCoordinate is true",
 "Year is greater than or equal to 1990"
 ]
}

 The dataset includes 1285494 records from 3179 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018924-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pq53ky
title: Occurrence Download

description: A dataset containing 388 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Phyllostachys nidularia Munro"
 ]
}

 The dataset includes 388 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000951-250123221155621/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yzn6ba
title: Occurrence Download

description: A dataset containing 236849 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is EOD – eBird Observation Dataset",
 "TaxonKey is Sterna paradisaea Pontoppidan, 1763"
 ]
}

 The dataset includes 236849 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000875-250123221155621/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wn4fud
title: Occurrence Download

description: A dataset containing 639 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Caesalpinia echinata Lam."
 ]
}

 The dataset includes 639 records from 98 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000953-250123221155621/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jsmgfm
title: Occurrence Download

description: A dataset containing 371 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is one of (CHN.2_1, CHN.2.1_1, CHN.2.1.1_1)",
 "OccurrenceStatus is Present",
 "TaxonKey is Brassicaceae",
 "Year 2020-2024"
 ]
}

 The dataset includes 371 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000954-250123221155621/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.28270813
title: Rapidly screening of pancreatic lipase inhibitors from <i>Sibiraea angustata</i> (rehd.) Hand.-Mazz. leaves using affinity ultrafiltration combined with HPLC-QTOFMS, molecular docking, targeted separation, and <i>in vitro</i> experimental verification

description: An integrated strategy was proposed for the rapid screening of pancreatic lipase inhibitors from <i>Sibiraea angustata</i> (Rehd.) Hand.-Mazz. (<i>S. angustata</i>) leaves based on affinity ultrafiltration, high-performance liquid chromatography-quadrupole time-of-flight mass spectrometry (HPLC-QTOFMS), molecular docking, targeted separation and <i>in vitro</i> experimental verification. A total of fifteen target compounds, including five flavonoids, one phenylpropanol glycoside and nine terpenoids, had been screened as pancreatic lipase inhibitors from the ethyl acetate and <i>n</i>-butanol fractions of <i>S. angustata</i> leaves. Among these target compounds, thirteen of them are reported as pancreatic lipase inhibitors for the first time. Hyperin, quercetin-3,4′-diglucoside and peltatoside showed stronger binding abilities with pancreatic lipase with ΔG values −9.9, −10.2 and −9.2 kcal/mol while the IC<sub>50</sub> values were 0.987 ± 0.079, 0.718 ± 0.054 and 0.916 ± 0.069 mmol/L, respectively. The target compounds quercetin-3,4′-diglucoside and peltatoside were separated with purities higher than 98% using macroporous resin and preparative chromatography.
DOI: 10.6084/m9.figshare.28270813.v1
title: Rapidly screening of pancreatic lipase inhibitors from <i>Sibiraea angustata</i> (rehd.) Hand.-Mazz. leaves using affinity ultrafiltration combined with HPLC-QTOFMS, molecular docking, targeted separation, and <i>in vitro</i> experimental verification

description: An integrated strategy was proposed for the rapid screening of pancreatic lipase inhibitors from <i>Sibiraea angustata</i> (Rehd.) Hand.-Mazz. (<i>S. angustata</i>) leaves based on affinity ultrafiltration, high-performance liquid chromatography-quadrupole time-of-flight mass spectrometry (HPLC-QTOFMS), molecular docking, targeted separation and <i>in vitro</i> experimental verification. A total of fifteen target compounds, including five flavonoids, one phenylpropanol glycoside and nine terpenoids, had been screened as pancreatic lipase inhibitors from the ethyl acetate and <i>n</i>-butanol fractions of <i>S. angustata</i> leaves. Among these target compounds, thirteen of them are reported as pancreatic lipase inhibitors for the first time. Hyperin, quercetin-3,4′-diglucoside and peltatoside showed stronger binding abilities with pancreatic lipase with ΔG values −9.9, −10.2 and −9.2 kcal/mol while the IC<sub>50</sub> values were 0.987 ± 0.079, 0.718 ± 0.054 and 0.916 ± 0.069 mmol/L, respectively. The target compounds quercetin-3,4′-diglucoside and peltatoside were separated with purities higher than 98% using macroporous resin and preparative chromatography.
DOI: 10.15468/dl.4zc4qw
title: Occurrence Download

description: A dataset containing 6101 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-124.54074 1.89247,-65.73305 1.89247,-65.73305 34.65766,-124.54074 34.65766,-124.54074 1.89247))",
 "HasGeospatialIssue is false",
 "TaxonKey is Dermochelys coriacea (Vandelli, 1761)"
 ]
}

 The dataset includes 6101 records from 117 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000952-250123221155621/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5vyjue
title: Occurrence Download

description: A dataset containing 110493 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Observation, Human Observation, Material sample, Material citation, Specimen, Occurrence evidence)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Tamaricaceae"
 ]
}

 The dataset includes 110493 records from 877 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000879-250123221155621/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.8147622
title: EJPSOIL CarboSeq agrometeorological datasets

description: Abstract

The gridded dataset includes the monthly time series of the precipitation, temperature and reference evapotranspiration variables derived from AgERA5 daily and AgERA5_ET0 monthly data, with a spatial resolution of 10 kilometers, covering the area interested by the project, for the period 1979-2022.

Data is provided as .tif files with their corresponding .rts files (SpatRasterTS object in R).

Attached content

The following ZIP archives containing the spatial raster time series are provided:



ag5_2m_temperature_rts_monthly_19792022_EPSG3035.zip

ag5_precipitation_flux_rts_monthly_19792022_EPSG3035.zip

ag5_et0_rts_monthly_19792022_EPSG3035.zip


In addition a document with a short description of data processing is provided.
description: We updated the descriptive document.
DOI: 10.5281/zenodo.8147623
title: EJPSOIL CarboSeq agrometeorological datasets

description: <strong>Abstract</strong> The <strong>gridded dataset</strong> includes the monthly time series of the <strong>precipitation, temperature </strong>and <strong>reference evapotranspiration </strong>variables derived from AgERA5 daily and AgERA_ET0 monthly data, with a spatial resolution of 10 kilometers, covering the area interested by the project, for the period <strong>1979-2022</strong>. Data is provided as .tif files with their corresponding .rts files (SpatRasterTS object in R). <strong>Attached content</strong> The following ZIP archives containing the spatial raster time series are provided: ag5_2m_temperature_rts_monthly_19792022_EPSG3035.zip ag5_precipitation_flux_rts_monthly_19792022_EPSG3035.zip ag5_et0_rts_monthly_19792022_EPSG3035.zip In addition a document with a short description of data processing is provided.
DOI: 10.5281/zenodo.8399180
title: EJPSOIL CarboSeq agrometeorological datasets

description: Abstract

The gridded dataset includes the monthly time series of the precipitation, temperature and reference evapotranspiration variables derived from AgERA5 daily and AgERA5_ET0 monthly data, with a spatial resolution of 10 kilometers, covering the area interested by the project, for the period 1979-2022.

Data is provided as .tif files with their corresponding .rts files (SpatRasterTS object in R).

Attached content

The following ZIP archives containing the spatial raster time series are provided:



ag5_2m_temperature_rts_monthly_19792022_EPSG3035.zip

ag5_precipitation_flux_rts_monthly_19792022_EPSG3035.zip

ag5_et0_rts_monthly_19792022_EPSG3035.zip


In addition a document with a short description of data processing is provided.
description: We updated the descriptive document.
DOI: 10.15468/dl.6kgcy8
title: Occurrence Download

description: A dataset containing 163863 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Micropterus salmoides (Lacepède, 1802))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 163863 records from 331 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000890-250123221155621/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25345/c5bg2hp1v
title: MassIVE MSV000096928 - Proteomic characterization of checkpoint inhibitor-induced liver injury
title: Discovery proteomics of plasma samples from ChILI patients. EV enrichment was performed using Mag-Net protocol and samples were labelled with TMTpro.