cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.25326/4yjd-cx22
title: water+sodium chloride + None - Cloud study - 2018-03-01

description: Publication of the dataset
DOI: 10.25326/gtaq-xs83
title: water+sodium chloride + None - Cloud study - 2018-07-02

description: Publication of the dataset
DOI: 10.25326/66zw-fx02
title: water+sodium chloride + None - Cloud study - 2018-03-01

description: Publication of the dataset
DOI: 10.25326/b936-bd37
title: water+sodium chloride + None - Cloud study - 2018-07-02

description: Publication of the dataset
DOI: 10.25326/p98j-fz28
title: water+sodium chloride + None - Cloud study - 2018-02-28

description: Publication of the dataset
DOI: 10.25326/w680-7n49
title: water+sodium chloride + None - Cloud study - 2018-07-02

description: Publication of the dataset
DOI: 10.5281/zenodo.6979635
title: reference data for "A Critical Comparison of Annual Glare Simulation Methods"

description: CORRECTION (20.05.2025): This repository contains a preliminary material assignment for the NMT option (in scene.tar.gz scene/options/north_metal.rad) that was not used in the final simulations. The material used in all simulations was actually:

void plastic facade005 .15 .15 .15 0.075  0.02 

 

Scene and reference results files for:

"A Critical Comparison of Annual Glare Simulation Methods"Stephen Wasilewski, Jan Wienold, Marilyne Andersen2022 Buildsim Nordic, Copenhagen

Contents:

01-06*.tar.gz:

reference simulation image archives, one for each of 6 scene options and view directions.Simulated using Radiance rpict with the following settings:

rpict -t 60 -vu 0 0 1 -vf VIEWFILE -x 3000 -y 3000 -dp 4096 -ar 392 -ms 0.025 -ds .2 -dt .05 -dc .75 -dr 3 -ss 16 -st .01 -ab 1 -af AMBFILE -aa .075 -ad 4096 -as 2048 -av 0.5 0.5 0.5 -lr 12 -lw 1e-5 -ab 6 -av 0 0 0 -ar 600 -ad 1500 -as 750 -dt .01 -dc 1 -ps 3 -pt .04 | pfilt -1 -e 1 -m .25 -x /3 -y /3

scene.tar.gz:

scene files including geometry, weather, materials, views and sensor points. See README.rst for details.

reference_values.tar.gz:

result metrics calculated on reference images in 4 ways:

ref: using evalglare 3.02 with default valuesrefBS: using evalglare 3.02 with default values on images processed with humanblur.sh (in archive)refrt: calculated numerically on pixel by pixel basis (no glare source grouping) with 2000 cd/m2 thresholdrefrtBS: same as refRT, but solar source size is corrected accounting for point spread of typical human eye
DOI: 10.5281/zenodo.6979636
title: reference data for "A Critical Comparison of Annual Glare Simulation Methods"

description: CORRECTION (20.05.2025): This repository contains a preliminary material assignment for the NMT option (in scene.tar.gz scene/options/north_metal.rad) that was not used in the final simulations. The material used in all simulations was actually:

void plastic facade005 .15 .15 .15 0.075  0.02 

 

Scene and reference results files for:

"A Critical Comparison of Annual Glare Simulation Methods"Stephen Wasilewski, Jan Wienold, Marilyne Andersen2022 Buildsim Nordic, Copenhagen

Contents:

01-06*.tar.gz:

reference simulation image archives, one for each of 6 scene options and view directions.Simulated using Radiance rpict with the following settings:

rpict -t 60 -vu 0 0 1 -vf VIEWFILE -x 3000 -y 3000 -dp 4096 -ar 392 -ms 0.025 -ds .2 -dt .05 -dc .75 -dr 3 -ss 16 -st .01 -ab 1 -af AMBFILE -aa .075 -ad 4096 -as 2048 -av 0.5 0.5 0.5 -lr 12 -lw 1e-5 -ab 6 -av 0 0 0 -ar 600 -ad 1500 -as 750 -dt .01 -dc 1 -ps 3 -pt .04 | pfilt -1 -e 1 -m .25 -x /3 -y /3

scene.tar.gz:

scene files including geometry, weather, materials, views and sensor points. See README.rst for details.

reference_values.tar.gz:

result metrics calculated on reference images in 4 ways:

ref: using evalglare 3.02 with default valuesrefBS: using evalglare 3.02 with default values on images processed with humanblur.sh (in archive)refrt: calculated numerically on pixel by pixel basis (no glare source grouping) with 2000 cd/m2 thresholdrefrtBS: same as refRT, but solar source size is corrected accounting for point spread of typical human eye
DOI: 10.25326/98z8-sd81
title: water+sodium chloride + None - Cloud study - 2018-02-28

description: Publication of the dataset
DOI: 10.15468/dl.vwjp2g
title: Occurrence Download

description: A dataset containing 32 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Sambucus canadensis",
 "Country is South Africa",
 "HasCoordinate is true"
 ]
}

 The dataset includes 32 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049413-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.965xp7
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Sambucus canadensis",
 "Country is Spain",
 "HasCoordinate is true"
 ]
}

 The dataset includes 4 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049414-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18319804
title: Meteorological Data Extracted from HRRR Used for the paper: Optimization of the Gaussian Dispersion Model Inversion for Estimating Facility Scale Methane Emissions in Canada by Shoma Yamanouchi et al., 2026

description: Meteorological Data Extracted from HRRR Used for the paper: Optimization of the Gaussian Dispersion Model Inversion for Estimating Facility Scale Methane Emissions in Canada by Shoma Yamanouchi et al., 2026

Data extracted from the High-Resolution Rapid Refresh (HRRR) atmospheric model (v4) was used to create this datase. HRRR is a 3-km resolution, hourly updated (real-time), cloud-resolving, convection-allowing atmospheric model, and is initialized by 3km grids with 3km radar assimilation. HRRR is developed and managed by the National Oceanic & Atmospheric Administration. For more details on HRRR, see: https://rapidrefresh.noaa.gov/hrrr/ and https://doi.org/10.1175/WAF-D-21-0151.1. 

This dataset is a CSV file with the following headers: run_name,lat,lon,PBLH(m),frictional_velocity(m/s),convective_velocity(m/s),LMO(m),coriolis_parameter(1/s),wind_speed(m/s),wind_direction(deg),surface_roughness(m). The run_name refers to the run used in the paper mentioned above. The units are given in the parenthesis.

Contact information: shoma.yamanouchi@ec.gc.ca
DOI: 10.5281/zenodo.18319805
title: Meteorological Data Extracted from HRRR Used for the paper: Optimization of the Gaussian Dispersion Model Inversion for Estimating Facility Scale Methane Emissions in Canada by Shoma Yamanouchi et al., 2026

description: Meteorological Data Extracted from HRRR Used for the paper: Optimization of the Gaussian Dispersion Model Inversion for Estimating Facility Scale Methane Emissions in Canada by Shoma Yamanouchi et al., 2026

Data extracted from the High-Resolution Rapid Refresh (HRRR) atmospheric model (v4) was used to create this datase. HRRR is a 3-km resolution, hourly updated (real-time), cloud-resolving, convection-allowing atmospheric model, and is initialized by 3km grids with 3km radar assimilation. HRRR is developed and managed by the National Oceanic & Atmospheric Administration. For more details on HRRR, see: https://rapidrefresh.noaa.gov/hrrr/ and https://doi.org/10.1175/WAF-D-21-0151.1. 

This dataset is a CSV file with the following headers: run_name,lat,lon,PBLH(m),frictional_velocity(m/s),convective_velocity(m/s),LMO(m),coriolis_parameter(1/s),wind_speed(m/s),wind_direction(deg),surface_roughness(m). The run_name refers to the run used in the paper mentioned above. The units are given in the parenthesis.

Contact information: shoma.yamanouchi@ec.gc.ca
DOI: 10.15468/dl.qwe74r
title: Occurrence Download

description: A dataset listing the 4 species recorded in GBIF matching the query:
{
 "and" : [
 "Continent is Africa",
 "OccurrenceStatus is Present",
 "TaxonKey is one of (Pan troglodytes, Cephalophus niger, Potamochoerus porcus)"
 ]
}

 The dataset's 4 records were derived from 71 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005243-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18331984
title: DynaPIN Application Examples

description: DynaPIN Test Cases

This repository contains the Molecular Dynamics (MD) trajectories and validation data for the DynaPIN. It includes inputs and analysis outputs for three diverse protein complexes (6CWG, 1ZM4, 2OT3) derived from Docking Benchmark v5.5.

Directory Overview:





Trajectory_Inputs/: Raw trajectory (.dcd) and topology (.pdb) files of test cases required to run the tool.




DynaPIN_Outputs/: Pre-computed results organized into visualization figures, numerical tables (CSV data for metrics and properties), and processed structure files for each test case.



Usage:

Please refer to the DynaPIN GitHub Page for installation instructions. An example reproduction command is given below:

dynapin --output_dir=6CWG_dynapin --trajectory_file=6CWG/production1.dcd --commands=all_analysis,all_plots --topology_file=6CWG/6CWG_input.pdb --stride=5 --foldx_path=your_foldx_path/
DOI: 10.5281/zenodo.18331985
title: DynaPIN Application Examples

description: DynaPIN Test Cases

This repository contains the Molecular Dynamics (MD) trajectories and validation data for the DynaPIN. It includes inputs and analysis outputs for three diverse protein complexes (6CWG, 1ZM4, 2OT3) derived from Docking Benchmark v5.5.

Directory Overview:





Trajectory_Inputs/: Raw trajectory (.dcd) and topology (.pdb) files of test cases required to run the tool.




DynaPIN_Outputs/: Pre-computed results organized into visualization figures, numerical tables (CSV data for metrics and properties), and processed structure files for each test case.



Usage:

Please refer to the DynaPIN GitHub Page for installation instructions. An example reproduction command is given below:

dynapin --output_dir=6CWG_dynapin --trajectory_file=6CWG/production1.dcd --commands=all_analysis,all_plots --topology_file=6CWG/6CWG_input.pdb --stride=5 --foldx_path=your_foldx_path/
DOI: 10.57830/2316659
title: Rocky Intertidal Monitoring at Cabrillo National Monument (CABR) by the Mediterranean Coast Network (MEDN) - Data Package

description: The rocky intertidal zone at Cabrillo National Monument (CABR) is a valued and rare natural resource in southern California. It has been monitored since 1990 and was incorporated into the “Vital Signs” monitoring program of the Mediterranean Network (MEDN) of the NPS Inventory and Monitoring Program in 2011. Specific monitoring objectives are 1) to determine the long-term trends in percent cover of key sessile organisms in the rocky intertidal ecosystem (Table 1), and 2) to determine population dynamics of Lottia gigantea, sea stars, and abalone.Target species are monitored using core Multi-Agency Rocky Intertidal Network (MARINe) protocols (Engle 2008), which consist of: (1) permanently marked photo-plots (50 x 75 cm) to monitor percent cover of sessile invertebrates and rockweed (Chthamalus/Balanus, Tetraclita, Mytilus, Pollicipes, and Silvetia), (2) 10-meter line transects to assess percent cover of dominant algae and seagrass (red algal turf, Egregia and Phyllospadix), (3) 1-meter radius circular plots to monitor the size and abundance of Lottia gigantea, and (4) 30-minute timed searches to record presence of rare species (Pisaster spp. and Haliotis spp.). These surveys are conducted across three sites within CABR and five sites outside of CABR across southern California which encompass a gradient of human use. This data package includes sessile rocky intertidal species percent cover data, abundance data for giant own limpets, and abundance and size data for sea stars and abalone. These data were collected throughout the duration of the program, which began at CABR in 1990. The package will be updated annually with newly collected data.
DOI: 10.34740/kaggle/dsv/14585555
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.15468/dl.gjstgx
title: Occurrence Download

description: A dataset containing 16072 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Plecoglossus altivelis"
 ]
}

 The dataset includes 16072 records from 109 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005272-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.emep8r
title: Occurrence Download

description: A dataset containing 328 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Africa",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Myrianthus preussii"
 ]
}

 The dataset includes 328 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005274-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qg2f7w
title: Occurrence Download

description: A dataset containing 382 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Etmopterus brachyurus"
 ]
}

 The dataset includes 382 records from 40 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005278-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zmccxk
title: Occurrence Download

description: A dataset containing 73 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Ecuador",
 "HasCoordinate is false",
 "TaxonKey is Puma concolor"
 ]
}

 The dataset includes 73 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005273-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xxp39u
title: Occurrence Download

description: A dataset containing 4057 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Andigena hypoglauca)",
 "HasCoordinate is true",
 "Country is Ecuador"
 ]
}

 The dataset includes 4057 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005280-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.13140/rg.2.2.13205.38888
title: QGD-Binary exact solution
DOI: 10.15468/dl.3f6d7t
title: Occurrence Download

description: A dataset containing 305 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Okapia johnstoni"
 ]
}

 The dataset includes 305 records from 54 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005283-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5683/sp3/qzeyue
title: Replication data for: Blending gestation and lactation diets during the transition period reduces energy mobilization by sows in late gestation, with no impact on subsequent lactation performance

description: The transition period for sows embodies significant changes in nutrient and energy requirements for fetal and mammary growth, colostrum and milk production. This dataset contains lactation performance data and blood metabolite concentrations for first and multiparous sows fed a conventional (abrupt change from gestation to lactation diet upon movement to the farrowing room) or a transition (dynamic blend of standard gestation and lactation diets to meet estimated daily lysine and energy requirements) feeding program.
description: SAS, 9.4
DOI: 10.15468/ejkfx6
title: The ground beetle genus Zuphium and subgenus Chlaenius (Trichochlaenius) (Coleoptera: Carabidae) from Iran, with the description of two new species

description: This dataset contains the digitized treatments in Plazi based on the original journal article Mofrad, Farhad Eshraghi, Muilwijk, Jan, Talebi, Ali Asghar, Serri, Sayeh (2025): The ground beetle genus Zuphium and subgenus Chlaenius (Trichochlaenius) (Coleoptera: Carabidae) from Iran, with the description of two new species. Zootaxa 5729 (4): 566-580, DOI: 10.11646/zootaxa.5729.4.5, URL: https://doi.org/10.11646/zootaxa.5729.4.5AbstractTwo new species of ground beetle from Iran are described and illustrated. Zuphium seiedyae sp. nov., collected from the Zagros Mountains in the Fars Province, and Chlaenius (Trichochlaenius) shimbarensis sp. nov., found in Khuzestan Province, are presented with detailed morphological descriptions and illustrations. In addition, identification keys and images of all Iranian species are provided. The country record for Chlaenius (T.) gotschii Chaudoir, 1846 is corrected from Iran in Azerbaijan, Chlaenius (T.) albissoni Reitter, 1908 is recorded for the first time from Jordan.
DOI: 10.15468/dl.jmstkw
title: Occurrence Download

description: A dataset listing the 17978 species recorded in GBIF matching the query:
{
 "DatasetKey" : [
 "is A global database for the distributions of crop wild relatives"
 ]
}

 The dataset's 17978 records were derived from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005252-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5066/p13dsxzu
title: 2018-2019 Freshwater Invertebrate Data to Support Research on Community Structure and Secondary Production Under Different Water Sources

description: This dataset contains CSV files of freshwater invertebrate and stream physicochemsitry data used to calculate secondary production of invertebrate biomass.
DOI: 10.15468/dl.9kmmrj
title: Occurrence Download

description: A dataset containing 2239 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Continent is North America",
 "Country is Canada",
 "Month is one of (August, July, June, September, October, May, April, March, February, January, November, December)",
 "OccurrenceStatus is Present",
 "TaxonKey is Rana aurora",
 "Year 2000-2026"
 ]
}

 The dataset includes 2239 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005284-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.an8t66
title: Occurrence Download

description: A dataset containing 95 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Texas A&M University Insect Collection",
 "GadmGid is USA.44_1",
 "OccurrenceStatus is Present",
 "TaxonKey is Ululodes"
 ]
}

 The dataset includes 95 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005285-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5066/p13c4kdn
title: Data Examining the Effects of Fire Timing and Snow Depth on Plant Emergence Phenology Growth and Flowering in a Restored Tallgrass Prairie in Wisconsin from 2016–2023

description: This dataset includes data from a study testing the interacting effects of disturbance regime and winter snow depth on plant emergence, growth, and reproductive effort in a restored tallgrass prairie. The “Treatments.csv” file includes details of the experimental design. The design includes two snow manipulation treatments (ambient or reduced snow) nested within one of three disturbance treatments (annual spring burn, annual fall burn, or unburned control). Treatments were replicated eight times in a randomized block design. Disturbance treatments were applied annually, and snow manipulations were conducted after any snowfall exceeding 10 cm, from 2016 through 2023. Disturbance treatments were conducted at the plot level, and snow treatments were conducted at the subplot level nested within each plot. The “Litter.csv” file contains average litter depth measurements for each experimental subplot, which were calculated by averaging litter depth at the four corners of a 1 m2 quadrat placed in each subplot. The “Temperature.csv” file includes soil temperature just below the soil surface in each subplot. Temperature was recorded every 2 hours from November through June. The “Cover.csv” file includes the visually estimated percent vegetative and reproductive cover of each species in each 1 m2 subplot, which was collected during each week of sampling. The “Emergence.csv” file includes the week that each individual emerged above the soil surface. The “Growth.csv” file details the height and diameter of each individual plant in each week of sampling. The “Flowering.csv” file includes the total number of ramets and the number of ramets that had flowers or seeds for each individual plant at the end of the growing season.
DOI: 10.25574/28504
title: Chandra X-ray Observatory ObsId 28504

description: X-ray Line Diagnostics and Characterization of the Advective Hot Flow in Nonmagnetic Nova-like BZ Cam
DOI: 10.15468/dl.zdzfnt
title: Occurrence Download

description: A dataset containing 81611 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Xanthium chinense, Pontederia crassipes, Oxalis articulata, Solanum rostratum, Pennisetum polystachion, Begonia cucullata, Sonneratia apetala, Euphorbia heterophylla cyathophora, Xanthium italicum, Cleome rutidosperma, Amaranthus retroflexus delilei, Solanum pseudocapsicum diflorum)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 81611 records from 1041 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005200-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25574/28763
title: Chandra X-ray Observatory ObsId 28763

description: The rise in flux of zeta Puppis
DOI: 10.25574/28832
title: Chandra X-ray Observatory ObsId 28832

description: The rise in flux of zeta Puppis
DOI: 10.25574/28833
title: Chandra X-ray Observatory ObsId 28833

description: The rise in flux of zeta Puppis
DOI: 10.25574/28837
title: Chandra X-ray Observatory ObsId 28837

description: Monitor the Fe L line and Ne X Structure in 4U 1626-67 after Torque Reversal
DOI: 10.25574/28838
title: Chandra X-ray Observatory ObsId 28838

description: Measuring the Si K edge Fine Strcuture at Low NH
DOI: 10.25574/28839
title: Chandra X-ray Observatory ObsId 28839

description: Measuring the Si K edge Fine Strcuture at Low NH
DOI: 10.25574/28842
title: Chandra X-ray Observatory ObsId 28842

description: Measuring the Si K edge Fine Strcuture at Low NH
DOI: 10.25574/28875
title: Chandra X-ray Observatory ObsId 28875

description: Measure the FeK edge Structure in GX 340+0
DOI: 10.5281/zenodo.18342504
title: Exposure of male mice to nicotine leads to metabolic dysfunction in their male and female offspring
DOI: 10.5281/zenodo.18342503
title: Exposure of male mice to nicotine leads to metabolic dysfunction in their male and female offspring
DOI: 10.3535/1n6-3nw-9pq
title: Hypochaeris cretensis (L.) Bory & Chaub.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/x4g-9g1-khx
title: Crepis vesicaria L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/0q6-8m0-etf
title: Crepis vesicaria L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.