cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6096/8007
title: Canopy plant area index

description: In Puéchabon and Pic Saint Loup forests (FR), 687 optical measurements were performed in the PAR range (Photosynthetically Active Radiation between 400 nm and 700 nm) with 2 plant canopy analyzers (LAI-2000 and LAI-2200). They were done at sunset (only once at dawn) and at 7 monthly dates between April and October 2021. Plot sampling were designed following ICOS protocol standards and effective canopy plant area index values were computed from FV2200 software assuming a homogeneous canopy.

If using this dataset, please cite Adeline et al., 2024 https://doi.org/10.1016/j.dib.2024.110185
DOI: 10.5281/zenodo.15477227
title: Non-aureus Staphylococcus and Mammaliicoccus spp. (NASM) and NAS cell-free supernatants isolated from sheep inhibit major mastitis pathogens in vitro

description: This dataset contains supplementary material from an undergraduate research project that investigates the in vitro antimicrobial activity of non-aureus Staphylococcus spp. and Mammaliicoccus spp. against Staphylococcus aureus and Escherichia coli, common pathogens responsible for mastitis in dairy animals.

The materials are:

Table 2. Results of the in vitro inhibition assay using NAS CFS under different treatments: heat treatment, pH adjustment, heat treatment + pH adjustment, and control (untreated CFS). Results are presented with two dilutions (10⁻⁶ and 10⁻⁷ CFU/mL) tested at three CFS concentrations (12.5%, 25%, 50%) against E. coli.

Table 3. Results of the in vitro inhibition assay using NAS CFS under different treatments: heat treatment, pH adjustment, heat treatment + pH adjustment, and control (untreated CFS). Results are presented with two dilutions (10⁻⁶ and 10⁻⁷ CFU/mL) tested at three CFS concentrations (12.5%, 25%, 50%) against S. aureus.

Fig 1. Average of CFU/mL of E. coli after in vitro exposure to NAS CFS under diferente treatments: heat treatment, pH adjustment, heat treatment + pH adjustment, and control (untreated CFS). Results are presented with two dilutions (10⁻⁶ and 10⁻⁷ CFU/mL). Each boxplot aggregates data from 10 isolates per species (S. chromogenes, S. equorum, and S. xylosus), tested at three CFS concentrations (12.5%, 25%, 50%). Vertical lines indicate data variability, midlines represent the average, and symbols represent concentrations. Statistical analysis showed that combined heat treatment + pH adjustment significantly reduced E. coli CFU/mL counts compared with control (untreated CFS) and with single treatments (p < 0.05). No other treatments differed considerably from the control.

Fig 2. Average of CFU/mL of S. aureus after in vitro exposure to NAS CFS under diferente treatments: heat treatment, pH adjustment, and heat treatment + pH adjustment, and control (untreated CFS). Results are presented for two serial dilutions (10⁻⁶ and 10⁻⁷ CFU/mL). Each boxplot aggregates data from 10 isolates per species (S. chromogenes, S. equorum, and S. xylosus), tested at three CFS concentrations (12.5%, 25%, and 50%). Vertical lines indicate data variability, midlinesrepresent the average, and symbols represent concentrations. Statistical analysis showed that combined heat treatment + pH adjustment significantly reduced S. aureus CFU/mL counts compared with control (untreated CFS) and with single treatments (p < 0.05). No other treatments differed considerably from the control.

These results were obtained through prolonged in vitro assays during the study period and aim to support the findings discussed in the main research manuscript.
DOI: 10.5281/zenodo.17989289
title: Non-aureus Staphylococcus and Mammaliicoccus spp. (NASM) and NAS cell-free supernatants isolated from sheep inhibit major mastitis pathogens in vitro

description: This dataset contains supplementary material from an undergraduate research project that investigates the in vitro antimicrobial activity of non-aureus Staphylococcus spp. and Mammaliicoccus spp. against Staphylococcus aureus and Escherichia coli, common pathogens responsible for mastitis in dairy animals.

The materials are:

Table 2. Results of the in vitro inhibition assay using NAS CFS under different treatments: heat treatment, pH adjustment, heat treatment + pH adjustment, and control (untreated CFS). Results are presented with two dilutions (10⁻⁶ and 10⁻⁷ CFU/mL) tested at three CFS concentrations (12.5%, 25%, 50%) against E. coli.

Table 3. Results of the in vitro inhibition assay using NAS CFS under different treatments: heat treatment, pH adjustment, heat treatment + pH adjustment, and control (untreated CFS). Results are presented with two dilutions (10⁻⁶ and 10⁻⁷ CFU/mL) tested at three CFS concentrations (12.5%, 25%, 50%) against S. aureus.

Fig 1. Average of CFU/mL of E. coli after in vitro exposure to NAS CFS under diferente treatments: heat treatment, pH adjustment, heat treatment + pH adjustment, and control (untreated CFS). Results are presented with two dilutions (10⁻⁶ and 10⁻⁷ CFU/mL). Each boxplot aggregates data from 10 isolates per species (S. chromogenes, S. equorum, and S. xylosus), tested at three CFS concentrations (12.5%, 25%, 50%). Vertical lines indicate data variability, midlines represent the average, and symbols represent concentrations. Statistical analysis showed that combined heat treatment + pH adjustment significantly reduced E. coli CFU/mL counts compared with control (untreated CFS) and with single treatments (p < 0.05). No other treatments differed considerably from the control.

Fig 2. Average of CFU/mL of S. aureus after in vitro exposure to NAS CFS under diferente treatments: heat treatment, pH adjustment, and heat treatment + pH adjustment, and control (untreated CFS). Results are presented for two serial dilutions (10⁻⁶ and 10⁻⁷ CFU/mL). Each boxplot aggregates data from 10 isolates per species (S. chromogenes, S. equorum, and S. xylosus), tested at three CFS concentrations (12.5%, 25%, and 50%). Vertical lines indicate data variability, midlinesrepresent the average, and symbols represent concentrations. Statistical analysis showed that combined heat treatment + pH adjustment significantly reduced S. aureus CFU/mL counts compared with control (untreated CFS) and with single treatments (p < 0.05). No other treatments differed considerably from the control.

These results were obtained through prolonged in vitro assays during the study period and aim to support the findings discussed in the main research manuscript.
DOI: 10.21223/p3/j37cjb
title: SIMCAST Spatial: A Python Pipeline for Gridded Climate Processing, Point Masking, and Distributed Late Blight Modeling

description: This dataset contains SIMCAST Spatial, a Python-only pipeline for spatial late blight modeling that processes gridded climate datasets and runs the SIMCAST model on a point grid at scale using Dask Distributed. The workflow supports: (1) resampling precipitation NetCDF rasters to a target grid, (2) masking/extracting monthly NetCDF values onto a point grid and writing monthly Parquet files, (3) running SIMCAST per point/season to produce per-region/year results and optional application (APP) rasters, (4) generating BU/FU raster summaries and an “all lands” animation, and (5) optional trend significance analysis (OLS over years) for APP/ABU/AFU. The pipeline is configured and executed via main.py and config.py, and is currently tuned to a Peru potato-zoning workflow but intended to be reusable by passing paths and resource settings. This deposit includes only software; input data (NetCDFs, point grids) are provided by the user and are not included.
DOI: 10.6096/8005
title: Forest inventory

description: In Puéchabon and Pic Saint Loup forests (FR), 13 sampling plots were defined: 2 at Puéchabon and 11 at Pic Saint Loup. On some of these plots, GPS measurements were taken to locate the dominant trees and delimit their crown areas. The inventory has concerned both the overstory and understory with vegetation species or surface type assignment. Photos of the forest plots are also provided when available. These data were collected betwen April and October 2021, and in June 2023.


If using this dataset, please cite Adeline et al., 2024 https://doi.org/10.1016/j.dib.2024.110185
DOI: 10.34740/kaggle/dsv/14225764
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.5281/zenodo.17368529
title: IAA/CSIC upper limits of trace species CH4 and OCS on Mars. Dataset associated to manuscript submitted to Icarus Note, 2025.

description: Data used in the article "Upper limits of CH4 and OCS in the Martian atmosphere from NOMAD/TGO solar occultation: a study of vertical averaging and systematic uncertainties" by Escudero-Jimenez et al, Icarus Notes, 2025 submitted
DOI: 10.15468/dl.khhfhf
title: Occurrence Download

description: A dataset containing 82 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Jordaaniella spongiosa",
 "HasCoordinate is true"
 ]
}

 The dataset includes 82 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0060637-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17989375
title: IAA/CSIC upper limits of trace species CH4 and OCS on Mars. Dataset associated to manuscript submitted to Icarus Note, 2025.

description: Data used in the article "Upper limits of CH4 and OCS in the Martian atmosphere from NOMAD/TGO solar occultation: a study of vertical averaging and systematic uncertainties" by Escudero-Jimenez et al, Icarus Notes, 2025 submitted
DOI: 10.5883/ds-badia25
title: Mikael Englund, George Hancock, Elina Laiho, Johanna Mappes, Pasi Sihvonen, Max Soederholm, Alpo Turunen, Kyung Min Lee

description: DNA barcode data hosted in the Data Portal of the Barcode of Life Data Systems. Records consist of specimen metadata, specimen images, and sequence data.
DOI: 10.6084/m9.figshare.30920627
title: miRNA sequence library of ChNPs

description: This is a miRNA sequence library of PENs obtained from Chunga.
DOI: 10.6084/m9.figshare.30920627.v1
title: miRNA sequence library of ChNPs

description: This is a miRNA sequence library of PENs obtained from Chunga.
DOI: 10.57967/hf/7299
title: ai-categories
DOI: 10.5066/p9hy3hor
title: Coastal Land-Cover and Feature Datasets Extracted from Landsat Satellite Imagery, Northern Chandeleur Islands, Louisiana

description: This data release serves as an archive of coastal land-cover and feature datasets derived from Landsat satellite imagery at the northern Chandeleur Islands, Louisiana. To minimize effects of tidal water-level variations, only images that were collected within 2 hours of predicted low tide or that were collected on a rising tide with predicted water levels less than mean sea level at time of image acquisition were analyzed. Water, bare earth (sand), vegetated, and intertidal land-cover classes were mapped from Hewes Point to Palos Island using successive thresholding and masking of the modified normalized difference water index (mNDWI), the normalized difference bare land index (NBLI), and the normalized difference vegetation index (NDVI). Vector shoreline, sand, and vegetated feature extents were extracted for each image by contouring the spectral indices using the calculated threshold values. Barrier platform, beach, and vegetated widths were calculated from the intersection of the shoreline, sand, and vegetated vectors with transects spaced 300 meters (10 pixels) apart alongshore. These data can be used to evaluate decadal-scale barrier landscape changes (Bernier and others, 2021).

Due to changes in processing algorithms implemented in December 2020 (https://www.usgs.gov/landsat-missions/landsat-collections), the Landsat-derived datasets listed below were derived from either Landsat Collection 1 products (1984-2019 datasets) or Landsat Collection 2 products (2017-2024 datasets).

Bernier, J.C., Miselis, J.L., Plant, N.G., 2021, Satellite-derived barrier response and recovery following natural and anthropogenic perturbations, Northern Chandeleur Islands, Louisiana: Remote Sensing, v. 18, no. 18 (special issue), art. 3779, 27 p., https://doi.org/10.3390/rs13183779.

Note: This data release was versioned on December 19, 2025. Please see the Suggested Citation section for details.
DOI: 10.15468/dl.nmcqmk
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Greece",
 "TaxonKey is Cteniopus sulphuripes"
 ]
}

 The dataset includes 3 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0060638-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6096/8006
title: Forest optical properties

description: In Puéchabon and Pic Saint Loup forests (FR), 1495 reflectance measurements were performed in the VSWIR range (from visible to shortwave infrared) between 350 nm and 2500 nm with a spectral resolution of 1 nm by using 3 ASD spectroradiometers and a reference Spectralon white panel. Different surface types were sampled in the field: top of canopies, tree trunks and several backgrounds (i.e. grass, limestone, bare soil, leaf litter, dirt road and mix of these types). These measurements were done between April and August 2021, and in June 2023.

If using this dataset, please cite Adeline et al., 2024 https://doi.org/10.1016/j.dib.2024.110185
DOI: 10.15468/dl.4sd3z5
title: Occurrence Download

description: A dataset containing 820 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "TaxonKey is Anopheles stephensi",
 "Year is greater than or equal to 1980"
 ]
}

 The dataset includes 820 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0060639-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zevuuk
title: Occurrence Download

description: A dataset containing 11758 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((13.18793 41.23996,13.71955 41.22148,13.73625 41.49927,13.20225 41.51785,13.18793 41.23996))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "Year 1990-2025"
 ]
}

 The dataset includes 11758 records from 55 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0060640-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.epg3wu
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Chusquea aurea L.G.Clark & Ely"
 ]
}

 The dataset includes 4 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0152165-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vsh2vh
title: Occurrence Download

description: A dataset containing 680 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cyclobalanopsis glaucoides Schottky"
 ]
}

 The dataset includes 680 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0227807-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.e5q2q5
title: Occurrence Download

description: A dataset listing the 179 species recorded in GBIF matching the query:
{
 "and" : [
 "Country is United States of America",
 "OccurrenceStatus is Present",
 "TaxonKey is one of (Strigiformes, Falconiformes, Accipitriformes)",
 "Year 2019-2024"
 ]
}

 The dataset's 179 records were derived from 52 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0061750-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mu7983
title: Occurrence Download

description: A dataset containing 33322 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is EOD – eBird Observation Dataset",
 "PublishingCountry is Nigeria"
 ]
}

 The dataset includes 33322 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0265355-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jfee4y
title: Occurrence Download

description: A dataset containing 1114 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is Hipposideros armiger (Hodgson, 1835)"
 ]
}

 The dataset includes 1114 records from 42 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0061834-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2m4nb6
title: Occurrence Download

description: A dataset containing 11 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cybianthus parvifolius Schltdl."
 ]
}

 The dataset includes 11 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0152166-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.osedbe
title: Occurrence Download

description: A dataset containing 15349 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "Country is Costa Rica",
 "Country is Colombia",
 "Country is Ecuador",
 "Country is Peru",
 "Country is Panama"
 ]
 },
 "Issue is Coordinate rounded",
 "Year 2016-2019",
 "HasCoordinate is true",
 "TaxonKey is Colibri cyanotus (Bourcier, 1843)",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 15349 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026862-190415153152247/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rz8qsr
title: Occurrence Download

description: A dataset containing 3552 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Sardinella albella (Valenciennes, 1847)"
 ]
}

 The dataset includes 3552 records from 57 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0031959-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xv7qxw
title: Occurrence Download

description: A dataset containing 26 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is Trioceros schubotzi (Sternfeld, 1912)"
 ]
}

 The dataset includes 26 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0077258-240229165702484/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.cc2hlr84
title: CCDC 2311926: Experimental Crystal Structure Determination

description: Related Article: Rajat HS|2023|CSD Communication|||
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.hkthpq
title: Occurrence Download

description: A dataset containing 13733 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Helianthus annuus L.",
 "Country is one of (United States of America, Canada)",
 "Year is greater than or equal to 1979"
 ]
}

 The dataset includes 13733 records from 93 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0265349-200613084148143/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.cc2hmwtv
title: CCDC 2313028: Experimental Crystal Structure Determination

description: Related Article: Yu-Yi Cheng|2023|CSD Communication|||
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.cc2hmwvw
title: CCDC 2313029: Experimental Crystal Structure Determination

description: Related Article: Yu-Yi Cheng|2023|CSD Communication|||
description: Related Article: Yu-Yi Cheng, Ting-Shen Kuo, Ping-Yu Wu, Jen-Chieh Hsieh, Hsyueh-Liang Wu|2024|J.Org.Chem.|89|4861|doi:10.1021/acs.joc.4c00053
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.cc2hmwwx
title: CCDC 2313030: Experimental Crystal Structure Determination

description: Related Article: Yu-Yi Cheng|2023|CSD Communication|||
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.cc2hnp0w
title: CCDC 2313778: Experimental Crystal Structure Determination

description: Related Article: Zhen Ren, Fang-fang 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.