cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.tvc2ut
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Panicum maximum",
 "Country is Philippines",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028025-250811113504898/datasets/export for details.
DOI: 10.25345/c5bg2hp7r
title: MassIVE MSV000098901 - Authier et al., Metabolism and chemical diversity evolve in response to pollinator availability
title: This dataset includes the analysis of leaf and flower samples from Brassica rapa in ESI-.
DOI: 10.57837/actris-ares/8kke-s236
title: ACTRIS-EARLINET 2025 aerosol backscatter profiles at 532nm over WAW Warsaw - Poland

description: ACTRIS-EARLINET 2025 aerosol backscatter profiles at 532nm over WAW Warsaw - Poland.
This dataset collects all the aerosol backscatter profiles at 532nm collected in 2025 at the aerosol remote sensing WAW station (Warsaw - Poland). This dataset is incremental: data collected in 2025 are added as soon as a new observation is collected in 2025 and added to the ACTRIS/EARLINET database.
DOI: 10.15468/dl.3hhc37
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Panicum maximum",
 "Country is Saint Vincent and the Grenadines",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028027-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rdcknj
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Panicum maximum",
 "Country is Samoa",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028028-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8tqa56
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Trichomycterus yuska)",
 "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 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028030-250811113504898/datasets/export for details.
DOI: 10.15468/dl.fywhfm
title: Occurrence Download

description: A dataset containing 26 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is North Macedonia",
 "OccurrenceStatus is Present",
 "TaxonKey is one of (Pinus nigra, Pinus nigra)"
 ]
}

 The dataset includes 26 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028029-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bd77yd
title: Occurrence Download

description: A dataset containing 29819 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((27.00937 -2.34864,138.2343 -2.34864,138.2343 48.3149,27.00937 48.3149,27.00937 -2.34864))",
 "TaxonKey is Pinus"
 ]
}

 The dataset includes 29819 records from 285 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028026-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57760/sciencedb.psych.00760
title: Study on the Impact of Fairness in Organizational Incentives on the Occupational Well-being of Civil Servants
title: 组织激励的公平性对公务员职业幸福感的影响研究

description: Based on the current situation of heavy administrative burdens and low occupational well-being among civil servants in China, this study innovatively explores the impact of fairness in organizational incentives on the occupational well-being of civil servants. Through a questionnaire survey of 610 civil servants and the application of multiple regression analysis, the results indicate that the fairness of spiritual rewards, salary adjustments, and job transfers all have a significant positive impact on the occupational well-being of civil servants, whereas the fairness of training and development shows no significant correlation. Accordingly, government organizations should focus on enhancing fairness and impartiality, systematically applying spiritual reward mechanisms, scientifically leveraging the incentive effects of performance-based compensation, and establishing sound mechanisms for personnel selection and promotion that emphasize both upward and downward mobility.
description: Based on the current situation of heavy administrative burdens and low occupational well-being among civil servants in China, this study innovatively explores the impact of fairness in organizational incentives on the occupational well-being of civil servants. Through a questionnaire survey of 610 civil servants and the application of multiple regression analysis, the results indicate that the fairness of spiritual rewards, salary adjustments, and job transfers all have a significant positive impact on the occupational well-being of civil servants, whereas the fairness of training and development shows no significant correlation. Accordingly, government organizations should focus on enhancing fairness and impartiality, systematically applying spiritual reward mechanisms, scientifically leveraging the incentive effects of performance-based compensation, and establishing sound mechanisms for personnel selection and promotion that emphasize both upward and downward mobility.
DOI: 10.6084/m9.figshare.29958278
title: initiation of breast milk expression data

description: The initiation of breast milk expression was when mothers began expressing milk from their breasts
DOI: 10.6084/m9.figshare.29958278.v1
title: initiation of breast milk expression data

description: The initiation of breast milk expression was when mothers began expressing milk from their breasts
DOI: 10.15468/dl.9uzhas
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Panicum maximum",
 "Country is Seychelles",
 "HasCoordinate is true"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028031-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kufp26
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Pituna compacta)",
 "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 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028032-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.629tnr
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Panicum maximum",
 "Country is Singapore",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028033-250811113504898/datasets/export for details.
DOI: 10.34740/kaggle/dsv/12826253
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.15468/dl.eder2r
title: Occurrence Download

description: A dataset containing 31 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Corydoras apiaka)",
 "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 31 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028035-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yruajf
title: Occurrence Download

description: A dataset containing 13242 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Anacyclus clavatus"
 ]
}

 The dataset includes 13242 records from 199 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028034-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.b64cee
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Panicum maximum",
 "Country is Solomon Islands",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028036-250811113504898/datasets/export for details.
DOI: 10.15468/dl.w6cez7
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Panicum maximum",
 "Country is Spain",
 "HasCoordinate is true"
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028037-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5284/1122289
title: Digital Archive from Archaeological Excavations at St James's Gardens Burial Grounds, Euston, Camden, Greater London, 2018-2022 (HS2 Phase One)

description: This collection comprises site data (photographs, sketches and registers), photographs of registered finds, photogrammetric survey images, reports, a CAD site drawing, and spreadsheets of secondary site records and specialist data from excavations St James's Gardens Burial Grounds, London. Work was undertaken by MOLA Headland Infrastructure between 2018 and 2021 and forms part of Phase One of the High Speed 2 (HS2) rail project.

The site was used as a burial ground by the parish of St James's Piccadilly between 1789 and 1853, and burial records indicate that during this time it was used for the interment of over 58,000 individuals. Finds associated with burials from the site represent a highly significant assemblage for the study of post-medieval burial practice and material culture. The 4,255 coffin fittings recovered from the site form the largest collection of post-medieval coffin furniture excavated in the UK.

This archive relates to the excavation and watching brief phase of the project, which was undertaken between January 2018 and June 2021, with post-excavation reporting completed in December 2022. Previous phases of work included geophysical survey, volunteer gravestone recording, and heritage setting of Christie Monument and Baron Southampton Obelisk. Data for previous works at this site can be found in other ADS collections.
DOI: 10.16904/envidat.667
title: Stable water isotopes and EC in overland flow, topsoil interflow, soil water, groundwater, and rainwater for 12 rainfall events in the Studibach catchment, Alptal, Switzerland

description: This dataset contains stable isotope ratios of oxygen and hydrogen (O-18 and H-2) and electrical conductivity (EC) in overland flow (OF), topsoil interflow (TIF), soil water, groundwater, and rainwater for 12 rainfall events during the snow-free seasons of 2021 and 2022 in the Studibach catchment, Alptal, Switzerland. 
Overland flow, topsoil interflow (i.e., lateral flow from the more densely rooted soil layer), soil water, and groundwater were collected at 14 small trenched runoff plots (1 x 3 m) in three subcatchments (C2, C3, C5) of the Studibach catchment. Overland flow was collected from the surface up to 2-5 cm depth and thus includes biomat flow. A trench was used to collect topsoil interflow (up to 60 cm below the surface; see Table 1 in the manuscript for details). Rainwater was collected at two locations in the Studibach catchment (in C3 and C5, respectively). Soil water was collected in between the events from suction lysimeters installed at 12.5 cm and 20 cm below the soil surface in the middle of each plot. Groundwater was collected between events from wells installed near the plots up to the soil-bedrock interface. 
The water samples were analysed for the stable isotopes of oxygen and hydrogen (O-18 and H-2) using with a cavity ring-down spectroscope (CRDS; L2140-i or L2130-i, Picarro, Inc., USA) at the Chair of Hydrology at the University of Freiburg, Germany. The isotope ratios are reported in per mil (‰) relative to Vienna Standard Mean Ocean Water.
A more detailed description of the field setup, data collection and preparation can be found in Leuteritz et al. (in press).
The dataset contains in addition to the sample identifier and the site and event identifiers that are used in the publication, also the sample collection date (typically one day after the event) and the coordinates for each plot (coordinate system: WGS84). For the plots for which samples were collected with an automatic sampler (ISCO), the date and time (UTC) of sample collection are given as well.
description: Resource Title: Stable_water_isotopes_EC_plots_Studibach.csv
 Size: 92865 bytes
 Format: text/csv
 URL: https://www.envidat.ch/dataset/b87e3018-f65e-4e6a-9289-d46e12d89263/resource/a5f4db60-6187-4a46-b65a-3036261bcc98/download/stable_water_isotopes_ec_plots_studibach.csv
 Description:
DOI: 10.16904/envidat.423
title: Data reliability study: avalanche size estimates and outlines

description: This dataset contains the data used and collected to investigate the reliability of avalanche size estimates and avalanche outlines (see related publications). Namely this is
 Avalanche size estimates 
* the 10 pictures depicting avalanches
* the survey results from the 170 participants 
 Avalanche outlines mapped from oblique photographs 
* the pictures of the six avalanches
* the avalanche outlines mapped by the 10 participants
* the reference mapped from the georeferenced photographs 
 Avalanche outlines from remotely-sensed imagery 
* the orthophotos in the four different resolutions (2m, 1m, 50cm, 25cm)
* the area of interest (AoI) delimiting the research area
* the avalanche mappings in each resolution for all five participants
* the shade masks used to separate illuminated and shaded areas 
The acquisition of the orthophotos has been partially supported by the Swiss National Science Foundation (SNF; Grant N°200021_172800).
description: Resource Title: AvalancheReliabilityData
 Size: 1135023988 bytes
 Format: application/zip
 URL: https://www.envidat.ch/dataset/64c2ac8a-5ab9-41bf-89b7-b838d3725966/resource/17a02563-97f3-462c-bc36-9e5820bd0909/download/hafner2023_reliability-data.zip
 Description: The .zip contains all data used to conduct the reliability study as well as the results, a detailed description of the included files is contained in the included pdf. All geospatial data is provided in the Swiss Coordinate System: CH1903+ / LV95 (EPSG 2056). For any use of the data the proper citation provided is obligatory!
DOI: 10.5284/1122717
title: Digital Archive from Archaeological Trial Trenching at St James's Gardens, Euston, Camden, Greater London, 2017-2022 (HS2 Phase One)

description: This collection comprises site data (images, sketches and registers), registered finds photographs, digital X-rays, photogrammetric survey images and spreadsheets of secondary site records and specialist data from trial trenching at St James's Gardens, London. Work was carried out by MOLA Headland Infrastructure between October 2017 and September 2018 as part of Phase One of the High Speed 2 (HS2) rail project. Nine trenches, C1-C4 and A1-A5, were investigated to the full depth of the burial sequence.
DOI: 10.16904/envidat.235
title: SPOT6 Avalanche outlines 16 January 2019

description: Outlines of 6'041 avalanches mapped from SPOT6 satellite data over the Swiss Alps on 16 January 2019. The dataset was acquired following a period with very high avalanche danger. The outlines have different attributes described in the data example key (ExampleKey_AvalMapping16012019.pdf)
The generation of the data is described in:
Bühler, Y., E. D. Hafner, B. Zweifel, M. Zesiger, and H. Heisig (2019), Where are the avalanches? Rapid SPOT6 satellite data acquisition to map an extreme avalanche period over the Swiss Alps, The Cryosphere, 13(12), 3225-3238, doi:10.5194/tc-13-3225-2019.
The data was comprehensivly validated in a subset area in 
Hafner, E.D.; Techel, F.; Leinss, S.; Bühler, Y., 2021: Mapping avalanches with satellites - evaluation of performance and completeness. Cryosphere, 15, 2: 983-1004. doi: 10.5194/tc-15-983-2021
description: Resource Title: SPOT6 Avalanche Outlines 16 January 2019
 Size: 56256600 bytes
 Format: application/zip
 URL: https://www.envidat.ch/dataset/cb197291-bbfa-4d03-a24a-4f9336ecd9af/resource/33cb7780-261b-4228-8528-bf5d84f3955e/download/aval_outlines16012019.shp.zip
 Description: Shapefile of the manually mapped avalanche outlines. Please only use this data together with the example key document provided with this dataset and within the limitations of the dataset described in the publications.
DOI: 10.16904/envidat.202
title: Satellite avalanche mapping validation data

description: Validation points, validation area, ground truth coverage, SPOT 6 avalanche outlines, Sentinel-1 avalanche outlines, Sentinel-2 avalanche outlines, Davos avalanche mapping (DAvalMap) avalanche outlines as shapefiles and a detailed attribute description (DataDescription_EvalSatMappingMethods.pdf).
Coordinate system: CH1903+_LV95
The generation of this dataset is described in detail in:
Hafner, E. D., Techel, F., Leinss, S., and Bühler, Y.: Mapping avalanches with satellites – evaluation of performance and completeness, The Cryosphere, https://doi.org/10.5194/tc-2020-272, 2021.
description: Resource Title: Satellite Avalanche Mapping Validation data and data description
 Size: 5673425 bytes
 Format: application/zip
 URL: https://www.envidat.ch/dataset/3b40a59d-3e47-4c7f-968c-9852c0c3c55c/resource/93b0b4c1-0201-4734-b0e0-410af7c5cbbd/download/davos_satellitemappingevaluation.zip
 Description: 14 shapefiles to be used only together with the data description also provided as a pdf.
DOI: 10.16904/envidat.578
title: Photos of vegetative and reproductive parts of 560 vascular plant species taken in all biogeographic regions of Switzerland

description: This data set contains roughly 5600 photographs of plants and plant parts from 153 sites recorded in all major biogeographic regions of Switzerland using smartphone cameras. Image names contain a letter referring to depicted plant parts: b = bark, i = inflorescence, f = infructescense, s = several parts, v = vegetative parts.
Photos are grouped in folders by observation (individual or population), i.e., photos in the same folder are of the same species, observed at the same time and sampling plot. At a higher organisational level, these folders are grouped by sampling plot (usually 3×3 m in open areas and 10×10 m in forests). The main folder contains metadata including taxon name, sampling time and location, as well as the TypoCH habitat type encoded as integers.
This data set accompanies the following publication:
Popp, M. R., Zimmermann, N. E. & Brun, P. Evaluating the use of automated plant identification tools in biodiversity monitoring—a case study in Switzerland. _Ecological Informatics_ **103316** (2025) doi:[10.1016/j.ecoinf.2025.103316](https://doi.org/10.1016/j.ecoinf.2025.103316).
description: Resource Title: SwissPlantCVData.zip
 Size: 2789995043 bytes
 Format: application/zip
 URL: https://www.envidat.ch/dataset/7b5a8127-3653-4394-a0d3-0b7dccfe473e/resource/7204ef8e-dc87-4dda-9cbc-cf61ea41bb9d/download/swissplantcvdata.zip
 Description: Zipped directory containing approximately 5'600 photographs of vascular plants from the Swiss flora, taken at 153 sampling locations. Sampling locations were assigned a TypoCH habitat type.

Folder structure:
 - Each folder represents a plant population, defined by the same species, sampling date, and location.
 - Higher-level directories organize populations observed within the same sampling plot.

Naming convention:
Each image is names img__.jpg whereby is the number of the photograph within the folder. For each observed population, images have consecutive integers as index. is a single letter indicating the depicted part(s) of the plant:
b = bark
i = inflorescense
f = infructescense
s = several parts
v = vegetative parts