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

description: A dataset containing 1031 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is Mexico",
 "HasCoordinate is true",
 "TaxonKey is Artemisia ludoviciana Nutt.",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1031 records from 56 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017959-191105090559680/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7z572w
title: Occurrence Download

description: A dataset containing 2906 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is North America",
 "TaxonKey is Phegopteris connectilis (Michx.) Watt"
 ]
}

 The dataset includes 2906 records from 33 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0076550-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ztatoc
title: Occurrence Download

description: A dataset containing 1640 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "BasisOfRecord is Material sample",
 "BasisOfRecord is Literature Occurrence",
 "BasisOfRecord is Specimen",
 "BasisOfRecord is Fossil",
 "BasisOfRecord is Living Specimen"
 ]
 },
 "TaxonKey is Argiope bruennichi (Scopoli, 1772)"
 ]
}

 The dataset includes 1640 records from 36 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002562-190415153152247/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.s6sdes
title: Occurrence Download

description: A dataset containing 560 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is North America",
 "TaxonKey is Petasites frigidus var. frigidus"
 ]
}

 The dataset includes 560 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0076549-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ywnauo
title: Occurrence Download

description: A dataset containing 205967 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is CM Birds Collection"
 ]
}

 The dataset includes 205967 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030698-191105090559680/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.avop7l
title: Occurrence Download

description: A dataset containing 31677 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "TaxonKey is Campylopus introflexus (Hedw.) Brid."
 ]
 },
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 31677 records from 174 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011805-180508205500799/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.g4hctz
title: Occurrence Download

description: A dataset containing 158 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Bolivia (Plurinational State of)",
 "TaxonKey is Theobroma cacao L."
 ]
}

 The dataset includes 158 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0077219-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ygvp5m
title: Occurrence Download

description: A dataset containing 2462 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Tracheophyta",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "Geometry MULTIPOLYGON (((43.45361 -11.93611, 43.42750 -11.92278, 43.29305 -11.84639, 43.27611 -11.83611, 43.26917 -11.83083, 43.25750 -11.81556, 43.22111 -11.76583, 43.21916 -11.76111, 43.21500 -11.74556, 43.21361 -11.73361, 43.21444 -11.72750, 43.21972 -11.71417, 43.23222 -11.69278, 43.23972 -11.68111, 43.24389 -11.67195, 43.24528 -11.66639, 43.25000 -11.55111, 43.25278 -11.47639, 43.24916 -11.44639, 43.25000 -11.44083, 43.25139 -11.43556, 43.26028 -11.41139, 43.26583 -11.39722, 43.27389 -11.38583, 43.28139 -11.37972, 43.28694 -11.37833, 43.33083 -11.36833, 43.34305 -11.36695, 43.37055 -11.37111, 43.37472 -11.37389, 43.38083 -11.38111, 43.39527 -11.40611, 43.39722 -11.41750, 43.39666 -11.44167, 43.37944 -11.58056, 43.37472 -11.60806, 43.37389 -11.61417, 43.37527 -11.61945, 43.38361 -11.64445, 43.42416 -11.70945, 43.43083 -11.71611, 43.43833 -11.72889, 43.49805 -11.87917, 43.49860 -11.88528, 43.49722 -11.89000, 43.48917 -11.91195, 43.48499 -11.92083, 43.46444 -11.93333, 43.45972 -11.93556, 43.45361 -11.93611)), ((44.51361 -12.38028, 44.50805 -12.37972, 44.48972 -12.37083, 44.48611 -12.36833, 44.42722 -12.30945, 44.39222 -12.27195, 44.38972 -12.26778, 44.32249 -12.23556, 44.31277 -12.23167, 44.24777 -12.19833, 44.23055 -12.18889, 44.21889 -12.18083, 44.21000 -12.16945, 44.20667 -12.16195, 44.21611 -12.16139, 44.22722 -12.16333, 44.23138 -12.16528, 44.23389 -12.16945, 44.23750 -12.17278, 44.24166 -12.17528, 44.29444 -12.18667, 44.30055 -12.18750, 44.32583 -12.18750, 44.36361 -12.18083, 44.37389 -12.17806, 44.38277 -12.17333, 44.40888 -12.15389, 44.41083 -12.14917, 44.42027 -12.12195, 44.41972 -12.11028, 44.41360 -12.09639, 44.41277 -12.09028, 44.43417 -12.07889, 44.45333 -12.07084, 44.46500 -12.06944, 44.46972 -12.07084, 44.47666 -12.07750, 44.48277 -12.08500, 44.48750 -12.09306, 44.51833 -12.21361, 44.53083 -12.34472, 44.53000 -12.35083, 44.52666 -12.36611, 44.51778 -12.37778, 44.51361 -12.38028)), ((43.85444 -12.38306, 43.77499 -12.36361, 43.74000 -12.35945, 43.73167 -12.36500, 43.71194 -12.36361, 43.66861 -12.35750, 43.65694 -12.35028, 43.63027 -12.30000, 43.62472 -12.28583, 43.62138 -12.27584, 43.62138 -12.26917, 43.62277 -12.25834, 43.62833 -12.25056, 43.63638 -12.24500, 43.64472 -12.24028, 43.65028 -12.24167, 43.72500 -12.26778, 43.73722 -12.27444, 43.82417 -12.32667, 43.83583 -12.33417, 43.85361 -12.34945, 43.86055 -12.35611, 43.86333 -12.36028, 43.86388 -12.36611, 43.86250 -12.37167, 43.86055 -12.37556, 43.85444 -12.38306)))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1900"
 ]
}

 The dataset includes 2462 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0039784-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xefgfu
title: Occurrence Download

description: A dataset containing 10 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-18.1604 29.0918,-18.62183 26.6748,-12.95288 28.14697,-12.86499 29.50928,-18.1604 29.0918))",
 "HasCoordinate is true",
 "TaxonKey is Cheirolophus santos-abreui A.Santos",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 10 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0040266-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.34ne43
title: Occurrence Download

description: A dataset containing 7057 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Bufo bankorensis Barbour, 1908"
 ]
}

 The dataset includes 7057 records from 27 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0047095-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2eatl8
title: Occurrence Download

description: A dataset containing 322312 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Carex flacca Schreb."
 ]
}

 The dataset includes 322312 records from 609 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032129-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jt2w6v
title: Occurrence Download

description: A dataset listing the 1782 species recorded in GBIF matching the query:
{
 "TaxonKey" : [
 "is Agrilus Curtis, 1825"
 ]
}

 The dataset's 1782 records were derived from 382 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0053852-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/n7cn2sncdk.1
title: LINF_200018200

description: Smp-1-like protein; Leishmania infantum (strain JPCM5)
DOI: 10.16904/envidat.374
title: Photogrammetric Drone Data Latschuelfurgga

description: To map and assess snow depth on different dates, 9 flights were conducted in the winter season of 2020/21 at the Latschüelfurgga in Davos. The data was captured with a Sony RX1R II mounted on a Wingtra drone and was processed with the Agisoft Metashape software. High-resolution DSMs, orthomosaics and snow height rasters, as well as the original RGB images from each flight are available.
description: Resource Title: Data Access
 Size: 603 bytes
 Format: No Info
 URL: https://envicloud.wsl.ch/#/?bucket=https://s3-zh.os.switch.ch/drone-data/&prefix=Wingtra/Latschuelfurgga/
 Description: - DSM (10 cm resolution)
- Ortho (3 cm resolution)
- HS (10 cm resolution)
- original RGB drone images
- Agisoft Metashape Processing Report

All products are also available as a cloud optimized geotiff.
DOI: 10.16904/envidat.377
title: Photogrammetric Drone Data Grüenbödeli

description: We conducted various drone flights at Grüenbödeli near Davos with the Sony RX1R II mounted on a Wingtra drone during 2020/21/22. The data was processed with the Agisoft Metashape Professional Software. 
The following products are available for download: 
- DSM 10cm resolution
- Orthomosaic 3cm/25mm resolution
- Snow Raster 10cm resolution
- original RGB images
description: Resource Title: Data Access
 Size: 621 bytes
 Format: No Info
 URL: https://envicloud.wsl.ch/#/?bucket=https://s3-zh.os.switch.ch/drone-data/&prefix=Wingtra/Gruenboedeli/
 Description: - ortho (3 cm/25 mm resolution)
- DSM (10 cm resolution)
- HS (10 cm resolution)
- RGB images
- Agisoft Metashape Project Report

All products are also available as a cloud optimized geotiff.
DOI: 10.16904/envidat.458
title: High resolution land use forecasts for Switzerland in the 21st century

description: We present forecasts of land-use/land-cover (LULC) change for Switzerland for three time-steps in the 21st century under the representative concentration pathways 4.5 and 8.5, and at 100-m spatial and 14-class thematic resolution. We modelled the spatial suitability for each LULC class with a neural network (NN) using -200 predictors and accounting for climate and policy changes. We used data augmentation to increase performance for underrepresented classes, resulting in an overall quantity disagreement of 0.053 and allocation disagreement of 0.15, which indicate good model performance. These class-specific spatial suitability maps outputted by the NN were then merged in a single LULC map per time-step using the CLUE-S algorithm, accounting for LULC demand for the future and a set of LULC transition rules. As the first LULC forecast for Switzerland at a thematic resolution comparable to available LULC maps for the past, this product lends itself to applications in land-use planning, resource management, ecological and hydraulic modelling, habitat restoration and conservation.
description: Resource Title: Code.zip
 Size: 407530 bytes
 Format: application/zip
 URL: https://www.envidat.ch/dataset/69945cd4-3dfc-4b1d-bdd4-e88cc577c3c9/resource/593cc9c4-deb1-4637-a328-9d68f0e15cd6/download/code.zip
 Description: Code used to produce the Land-use/land-cover forecasts for Switzerland across the 21st century at 100-m resolution.

The script is based on input data which are not included as they are not freely available, therefore it will not run as it is. These input data are described in the accompanying publication on Data Science access to them can be requested to their owners. Alternatively the code can be modified to run on other data.
description: Resource Title: swiss_lulc_forecast_21th_century.zip
 Size: 16438707 bytes
 Format: application/zip
 URL: https://www.envidat.ch/dataset/69945cd4-3dfc-4b1d-bdd4-e88cc577c3c9/resource/347fffe5-f3cb-4309-914b-9057a30a32db/download/swiss_lulc_forecast_21th_century.zip
 Description: Compressed (.zip) file containing six georeferenced raster files in the GeoTIFF format with embedded coordinate reference system, and a table (comma separated values, .csv) encoding a colour palette for plotting (HEX colour codes for each class). GeoTIFF file names include the time-step and the RCP (e.g. “LULC_2020_2049_RCP45.tiff”). Each raster file has 3484x2207 square pixels (i.e. 7.7 megapixels) and is projected in the Swiss coordinate system CH1903+/LV95 (EPSG:2056).
DOI: 10.17632/v6xj2gjvt3
title: LINF_200018400

description: Thioredoxin-like protein; Leishmania infantum (strain JPCM5)
DOI: 10.15468/dl.7dwee3
title: Occurrence Download

description: A dataset containing 12838 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Benin",
 "TaxonKey is Terminalia leiocarpa (DC.) Baill."
 ]
}

 The dataset includes 12838 records from 89 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0057296-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.16904/envidat.406
title: IMIS measuring network

description: The Intercantonal Measurement and Information System (IMIS) consists of nearly 200 automatic measuring stations. They are distributed throughout the Swiss Alps and the Jura region and, in most cases, are situated above the tree line, most frequently between 2000 and 3000 m. The stations record the conditions around the clock, in general every 30 minutes. 
Most IMIS stations are located in the vicinity of starting zones of potentially destructive avalanches, and provide essential information to local safety officers for public safety in settlements and on the roads. They are also used for snow-hydrological and research purposes and by the avalanche warning service of the SLF. 
This dataset comprises data from IMIS snow and wind stations. The snow and wind stations are usually situated close to each other and measure the key weather data required for assessing the avalanche danger. 
 
 IMIS snow stations 
Snow stations are located on wind-protected flat terrain. The snowpack model SNOWPACK calculates the layers and properties of the snowpack throughout the winter for each of the IMIS snow stations. 
The following variables are measured or simulated in the standard programme of IMIS snow stations and are available in this dataset: 
- Snow depth 
- 24-hour new snow (SNOWPACK simulation)
- Air and surface temperature 
- Wind speed and direction
- Relative humidity
- Reflected shortwave radiation
- Ground temperature
- Snow temperature 25 cm, 50 cm and 100 cm above the ground 
 IMIS wind stations 
Wind stations are generally situated at higher altitudes on exposed summits or ridges.
The following variables are measured in the standard programme of IMIS wind stations and are available in this dataset: 
- Wind speed and direction
- Air temperature
- Relative humidity
 
 
When using the data, please consider and adhere to the associated [Terms of Use](https://www.slf.ch/en/services-and-products/slf-data-service/). 
To download live data use our [API](https://measurement-api.slf.ch). 
To download data older than 7 days use our [File Download](https://measurement-data.slf.ch).
description: Resource Title: IMIS stations detailed metadata
 Size: 11294 bytes
 Format: application/vnd.ms-excel
 URL: https://www.envidat.ch/dataset/9bf22bf3-88c7-444e-82c7-2de59aa985ec/resource/3146d62b-dd2a-47f9-b62d-fa8b7e3e8678/download/imis_stations_metadata.csv
 Description: Data downloadable over API and File Download
description: Resource Title: IMIS Data Download historical data
 Size: 1 bytes
 Format: No Info
 URL: https://measurement-data.slf.ch
 Description: For all data older than 7 days
description: Resource Title: IMIS data download live data
 Size: 1 bytes
 Format: No Info
 URL: https://measurement-api.slf.ch
 Description: download live IMIS data via API
DOI: 10.16904/envidat.408
title: Manual measuring network

description: The SLF avalanche warning service operates an extensive network of manual measuring sites. The sites are distributed throughout the Swiss Alps and predominantly situated in intermediate altitude zones, between 1000 and 2000 m. Some of the measurement series already span very long periods and are therefore highly valued; the data are also used for climatological and hydrological purposes. 
The measuring sites are in fixed locations, which are flat and wind-protected. The observers who perform the measurements are trained and paid by the SLF. Data is collected, as far as possible, from the beginning of November until the end of April and after that until half of the measuring site is snow-free. On some measuring sites event-based measurements are also collected during the summer months. If possible, measurements take place between 7 and 7.30 am local time. 
 
The following variables are measured at all measuring sites: 
 
- snow depth and 24-hour new snow 
 
at numerous sites this additional variable is measured: 
 
- water equivalent of 24-hour new snow (height of the water column in millimeters, if the new snow sample is melted, without changing the base area) 
 
 
When using the data, please consider and adhere to the associated [Terms of Use](https://www.slf.ch/en/services-and-products/slf-data-service/)
To download live data use our [API](https://measurement-api.slf.ch). 
To download data older than 7 days use our [File Download](https://measurement-data.slf.ch).
description: Resource Title: manual measurements detailed metadata
 Size: 6680 bytes
 Format: application/vnd.ms-excel
 URL: https://www.envidat.ch/dataset/61718df6-c651-4388-b430-eca7fc43f03e/resource/32e9df7f-e2f5-40a1-8d2c-18bce4f9f9b6/download/manual_meas_metadata.csv
 Description: data downloadable over API and File Download
description: Resource Title: manual measurements - live data download
 Size: 6680 bytes
 Format: No Info
 URL: https://measurement-api.slf.ch
 Description: download manual measurement data via API
description: Resource Title: manual measurements - download historical data
 Size: 1 bytes
 Format: No Info
 URL: https://measurement-data.slf.ch/
 Description: For all data older than 7 days
DOI: 10.16904/envidat.118
title: SwissLichens - Distribution of lichens in Switzerland

description: This dataset provides distribution data of lichens in Switzerland of the National Data and Information Centre, called Swiss Lichens. SwissLichens is a partner of InfoSpecies, the network of Swiss data and information centres for fauna, flora and fungi. One of its main objectives is to document the spatial and temporal distribution of species in Switzerland.
The SwissLichens database currently contains more than 120’000 georeferenced lichen observations, distributed throughout Swizerland. The oldest observations date back to 1790. A large portion of the records dtae from the last two decades of the last century to the present day. The database is continuously updated with new findings. The data have been validated and originate from national inventories, from research projects, from floristic observations by volunteers as well as from private and public herbaria and from the literature.
Each record consists of the species name, information of the location (Swiss Coordinates, precision of the coordinates, elevation above sea level, municipality and canton), the date of observation, the ecotype (epiphytic, terricol, lignicol, saxicol), as well as information on the conservation status of the species (red list status, conservation priority status, status in the Nature and Cultural Heritage Act). Information on the ecology (habitat, substrate) is partially available.
They are free of charge for research projects and can be requested from InfoSpecies using a form.
Licence under www.infospecies.ch. Data is free of charge for research projects and available on request.
description: Resource Title: data extract 20191113
 Size: 11555769 bytes
 Format: application/vnd.openxmlformats-officedocument.spreadsheetml.sheet
 URL: https://www.envidat.ch/dataset/f38d3b07-da5e-453b-9f7e-6fdb441fe75d/resource/4f8ec8bf-cbcf-4f12-9e8c-f9644199ac92/download/envidat_20191113.xlsx
 Description:
DOI: 10.16904/envidat.465
title: Information on soil based on the soil dependency of the FOEN red list species

description: This dataset contains all data on which the following publication below is based.
Paper Citation:
Frey B., Maurer C., Schneider K. (2023) Informationen zum Boden anhand der Gebundenheit der Rote-Liste Arten BAFU. Bundesamt für Umwelt BAFU. 26 p.
Please cite this paper together with the citation for the datafile.
Soil is the habitat and basis of life for countless creatures. The great importance of soil organisms for the fertility of our soils is widely recognized, but information is sparse on their distribution and possible endangerment in Switzerland. In the present project, target species, i.e. species that are closely linked to the soil, were identified, and for the the first time, information was gathered on the degree of endangerment of the soil ecosystem in Switzerland on the basis of Red List species. For eleven Red List groups, the species' soil dependency was determined, i.e. whether their life cycle includes stages in or on the soil. The assessment of soil dependency was made using four classes, which enabled the classification not only of insects but also of vertebrates, land snails, lichens and fungi.
description: Resource Title: percentages_endangerment-categories.xlsx
 Size: 14873 bytes
 Format: application/vnd.openxmlformats-officedocument.spreadsheetml.sheet
 URL: https://www.envidat.ch/dataset/006ebf36-0cbf-415f-bd0c-0261bc32b1f5/resource/a79f2c66-cf27-4427-b7ad-829931cb175a/download/percentages_endangerment-categories.xlsx
 Description: Proportion of endangered species grouped by the four soil dependency classes.
description: Resource Title: raw_data.xlsx
 Size: 422329 bytes
 Format: application/vnd.openxmlformats-officedocument.spreadsheetml.sheet
 URL: https://www.envidat.ch/dataset/006ebf36-0cbf-415f-bd0c-0261bc32b1f5/resource/b2f4f53a-4ffa-4a44-8290-0c3c9c6b1a82/download/raw_data.xlsx
 Description: Raw dataset of species and their soil dependency as well as endangerment status.
description: Resource Title: soil_dependency.xlsx
 Size: 1367091 bytes
 Format: application/vnd.openxmlformats-officedocument.spreadsheetml.sheet
 URL: https://www.envidat.ch/dataset/006ebf36-0cbf-415f-bd0c-0261bc32b1f5/resource/73beef16-17c8-46e4-a77b-adc5ec694918/download/soil_dependency.xlsx
 Description: Overview over the soil dependency and endangerment status of different groups of organisms.
DOI: 10.17632/v6xj2gjvt3.1
title: LINF_200018400

description: Thioredoxin-like protein; Leishmania infantum (strain JPCM5)