de: EnviDat

en:
This repository contains data related to the field experiment of the WP3 (social impacts) of the ALANeX project. This project is a collaboration between the Swiss Federal Institute for Forest, Snow and Landscape Research (WSL) and Elektrizitätswerk des Kantons Zürich (EKZ). It has received funding from the WSL programme EXtremes. The overall objective of the ALANeX project was to assess the ecological and social impact of anthropogenic light at night.
We conducted a randomized field experiment to compare the well-being benefits of exposure to streetlights of different correlated colour temperatures (CCT) during a 20-min stay in the centre of Richterswil, Swizerland, to explore:
 - the impact of exposure to streetlamps of different CCT on affect, self-reported stress and cortisol levels
- the differences in impression of artificial light and of the feeling of safety provided by streetlamps based on its CCT.

en: stress field-data well-being urban-landscape artificial-lighting

envidat

de: EnviDat ist das Datenportal der WSL für einen einheitlichen und verwalteten Zugang zu Umweltdaten aus Monitoring- und Forschungsprojekten. Auf dem Portal können Datensätze gehostet und veröffentlicht werden. Durch die weltweite Bereitstellung einzigartiger und wertvoller Datensätze leistet EnviDat einen Beitrag zur Forschung im Bereich der Umweltwissenschaften.

de: EnviDat: das Umwelt-Datenportal

en: EnviDat: the Environmental Data Portal

de:
Resource Title: 02_Particiants consent form.pdf
    Size: 121509 bytes
    Format: application/pdf
    URL: https://www.envidat.ch/dataset/e0e1abb0-c6ff-4bf9-ae3e-d7fa56e50c11/resource/5817334b-fad2-47ce-972c-0ac3fb6758d9/download/02_informed-consent.pdf
    Description: This file contains the informed consent document that participants signed to participate in the study.

de:
Resource Title: 01_Information sheet.pdf
    Size: 90044 bytes
    Format: application/pdf
    URL: https://www.envidat.ch/dataset/e0e1abb0-c6ff-4bf9-ae3e-d7fa56e50c11/resource/9dd17102-a6b3-4a71-b3d3-89b1f198c3f9/download/01_information-sheet.pdf
    Description: This file includes the information sheet provided to participants before they consented to take part in the study.

de:
Resource Title: 04_Questionnaire_t2.pdf
    Size: 486850 bytes
    Format: application/pdf
    URL: https://www.envidat.ch/dataset/e0e1abb0-c6ff-4bf9-ae3e-d7fa56e50c11/resource/ca5b4cb0-bc6e-46c0-b177-a92505aedd1e/download/04_questionnaire_t2.pdf
    Description: This document includes the questionnaire administered at the second measurement time point (after exposure).

de:
Resource Title: 03_Questionnaire_t1.pdf
    Size: 70927 bytes
    Format: application/pdf
    URL: https://www.envidat.ch/dataset/e0e1abb0-c6ff-4bf9-ae3e-d7fa56e50c11/resource/94abc98c-0c0b-482c-bf2d-9981f191ef4e/download/02_questionnaire_t1.pdf
    Description: This document includes the questionnaire administered at the first measurement time point (before exposure).

de:
Resource Title: 05_Anonymised dataset.xlsx
    Size: 35941 bytes
    Format: application/vnd.openxmlformats-officedocument.spreadsheetml.sheet
    URL: https://www.envidat.ch/dataset/e0e1abb0-c6ff-4bf9-ae3e-d7fa56e50c11/resource/fb8c2b1b-d969-4087-9606-f0944391938f/download/05_anonymised-dataset.xlsx
    Description: This file contains data for the manuscript "Randomised trial reveals a mismatch between preferences for and hormonal responses to anthropogenic light colour temperatures".

artificial-lighting

display_name: artificial-lighting

field-data

display_name: field-data

stress

display_name: stress

urban-landscape

display_name: urban-landscape


$oid: OBSOLETE

en: These datasets and code support research on the community assemblage of aquatic macroinvertebrates in ephemeral microhabitats, specifically water-filled tree holes (WTH), in three biogeographically and climatically distinct old-growth forests: Temperate-Mediterranean (France), Neotropical (Brazil) and Palaeotropical (India). By integrating standardised biological sampling, detailed environmental measurements and spatial analysis, the dataset allows for an in-depth examination of how local habitat conditions and spatial configuration influence taxonomic and functional beta-diversity patterns. The data capture the variation in species composition and ecological traits in 35 WTH per forest site and are particularly important for understanding how environmental filtering and spatial processes shape beta-diversity in natural forest ecosystems.

en: Spatial factors shape taxonomic and functional beta-diversity in water-filled tree holes in different biogeographical regions

en: metacommunity water-filled-tree-holes spatial-factors beta-diversity taxonomic-diversity functional-diversity environmental-factors community-assembly

envidat

approval_status: approved

fr: EnviDat est le portail de données du WSL; il offre un accès uniformisé et réglementé aux données de surveillance et de recherche en matière d’environnement. Ce portail est capable d’héberger et de publier des ensembles de données précieuses et uniques, qui sont partagées aux quatre coins de la planète. Ce faisant, EnviDat favorise la recherche et contribue à l’avancement des sciences environnementales.

en: EnviDat is the WSL data portal providing unified and managed access to environmental monitoring and research data. The portal has the capability to host and publish data sets. Through the sharing of unique and high-value data sets worldwide, EnviDat fosters research and contributes to advancing environmental science.

it: EnviDat è il portale dati del WSL che fornisce un accesso unificato e gestito ai dati di monitoraggio ambientale e di ricerca. Il portale ha la capacità di ospitare e pubblicare serie di dati preziosi e unici che vengono condivisi in tutto il mondo. Così facendo, EnviDat promuove la ricerca e contribuisce al progresso della scienza ambientale.

fr: EnviDat: le portail de données environnementales

it: EnviDat: il portale dei dati ambientali

political_level: other

state: active

type: organization

wsl

capacity: public

type: dataset

key: guid

value: Envidat Harvester

key: uri

envi

de: Umwelt

en: Environment

fr: Environnement

it: Ambiente

de:
Resource Title: TraitBrazil.csv
    Size: 2078 bytes
    Format: text/csv
    URL: https://os.zhdk.cloud.switch.ch/envicloud/doi/envidat.673/TraitBrazil.csv
    Description: This dataset contains trait information used to characterize the macroinvertebrates in our study, for the Brazilian forest plot. The dataset includes seven trait groups: aquatic developmental stage, maximum body size, locomotion, dispersal mode, respiration mode, feeding group, and cohort production interval. These trait groups are further divided into 32 distinct categories.

format: CSV

media_type: text/csv

de:
Resource Title: CoordinatesBrazil.csv
    Size: 1010 bytes
    Format: text/csv
    URL: https://os.zhdk.cloud.switch.ch/envicloud/doi/envidat.673/CoordinatesBrazil.csv
    Description: This dataset provides the geographic coordinates (latitude and longitude) of each sampled water-filled tree hole (WTH) for the Brazilian forest plot.

de:
Resource Title: Metadata.xlsx
    Size: 74562 bytes
    Format: application/vnd.openxmlformats-officedocument.spreadsheetml.sheet
    URL: https://os.zhdk.cloud.switch.ch/envicloud/doi/envidat.673/Metadata.xlsx
    Description: This Excel file contains metadata that provides detailed information about all other files included here. It describes the ten accompanying datasets, outlining the type of data each contains, the variables used, their descriptions, and the units of measurement (where applicable).

format: XLS

de:
Resource Title: Fig_2_Data.csv
    Size: 3183 bytes
    Format: text/csv
    URL: https://os.zhdk.cloud.switch.ch/envicloud/doi/envidat.673/Fig_2_Data.csv
    Description: This dataset includes results from  variation partitioning analysis used to assess the relative contributions of environmental and spatial factors to taxonomic and functional β-diversity and their components across biogeographic regions. It contains site-level values for pure and shared effects of predictors. Used to generate Fig_2.

de:
Resource Title: CoordinatesFrance.csv
    Size: 983 bytes
    Format: text/csv
    URL: https://os.zhdk.cloud.switch.ch/envicloud/doi/envidat.673/CoordinatesFrance.csv
    Description: This dataset provides the geographic coordinates (latitude and longitude) of each sampled water-filled tree hole (WTH) for the French forest plot.

de:
Resource Title: TraitIndia.csv
    Size: 1932 bytes
    Format: text/csv
    URL: https://os.zhdk.cloud.switch.ch/envicloud/doi/envidat.673/TraitIndia.csv
    Description: This dataset contains trait information used to characterize the macroinvertebrates in our study, for the Indian forest plot. The dataset includes seven trait groups: aquatic developmental stage, maximum body size, locomotion, dispersal mode, respiration mode, feeding group, and cohort production interval. These trait groups are further divided into 32 distinct categories.

de:
Resource Title: Fig_1_Data.csv
    Size: 637 bytes
    Format: text/csv
    URL: https://os.zhdk.cloud.switch.ch/envicloud/doi/envidat.673/Fig_1_Data.csv
    Description: This dataset contains values of taxonomic and functional β-diversity for each study site, along with their respective components: species richness difference vs. turnover (taxonomic), and functional richness difference vs. functional turnover (functional). Used to generate Fig. 1.

de:
Resource Title: Beta_diversity_analysis_across_sites_code.R
    Size: 43312 bytes
    Format: text/x-r
    URL: https://os.zhdk.cloud.switch.ch/envicloud/doi/envidat.673/Beta_diversity_analysis_across_sites_code.R
    Description: Code to do the analysis and figures of the paper.

de:
Resource Title: EnvironmentalVariables.csv
    Size: 12854 bytes
    Format: text/csv
    URL: https://os.zhdk.cloud.switch.ch/envicloud/doi/envidat.673/EnvironmentalVariables.csv
    Description: This dataset includes physical and environmental characteristics of water-filled tree holes (WTHs), such as water depth, height, opening size, hole origin and orientation, circumference at breast height, WTH type, and water volume. It also contains physico-chemical parameters, nutrient concentrations (ammonium, nitrogen, phosphate, sulfate, chloride), CDOM, Chlorophyll-A, turbidity, and dry organic matter (FPOM, CPOM, total).

de:
Resource Title: CoordinatesIndia.csv
    Size: 1027 bytes
    Format: text/csv
    URL: https://os.zhdk.cloud.switch.ch/envicloud/doi/envidat.673/CoordinatesIndia.csv
    Description: This dataset provides the geographic coordinates (latitude and longitude) of each sampled water-filled tree hole (WTH) for the Indian forest plot.

de:
Resource Title: CommunitiesFinal.csv
    Size: 12550 bytes
    Format: text/csv
    URL: https://os.zhdk.cloud.switch.ch/envicloud/doi/envidat.673/CommunitiesFinal.csv
    Description: This dataset describes the animal community composition sampled from 35 water-filled tree holes (WTHs) per site. It includes abundance and taxonomic identification (to morphospecies level) of aquatic macroinvertebrates and Chordata.

de:
Resource Title: TraitFrance.csv
    Size: 1123 bytes
    Format: text/csv
    URL: https://os.zhdk.cloud.switch.ch/envicloud/doi/envidat.673/TraitFrance.csv
    Description: This dataset contains trait information used to characterize the macroinvertebrates in our study, for the French forest plot. The dataset includes seven trait groups: aquatic developmental stage, maximum body size, locomotion, dispersal mode, respiration mode, feeding group, and cohort production interval. These trait groups are further divided into 32 distinct categories.

beta-diversity

display_name: beta-diversity

community-assembly

display_name: community-assembly

environmental-factors

display_name: environmental-factors

functional-diversity

display_name: functional-diversity

metacommunity

display_name: metacommunity

spatial-factors

display_name: spatial-factors

taxonomic-diversity

display_name: taxonomic-diversity

water-filled-tree-holes

display_name: water-filled-tree-holes


de: EnviDat

en:
This repository hosts the experimental data accompanying our publication "The influence of snow microstructure on the compressive mechanical properties of weak snowpack layers" feautured in Acta Materialia.
- Experimental Data and microstructural descriptors:
Full dataset used for the main analysis of the paper. Contains the measured mechanical properties, µCT parameters, further analysis, etc. The column "ID" (e.g. 363)  links this data with the 3D µCT dataset  (e.g. e0000363).
- 3D Data of the segmented µCT scans:
Full dataset containing the raw segmented µCT scans in the MetaIO format. They can be opened using the SimpleITK package (`pip install SimpleITK`).
Note: the Files can be idenfied by their scan number in the filename, (e.g, e0000363)
 `import SimpleITK as sitk `
 `img = sitk.ReadImage("e0000363_crop_seg.mhd") `
 `array = sitk.GetArrayFromImage(img) `  shape: [z, y, x]
`array_xyz = np.transpose(array, (2, 1, 0))`  (Optional) for array axes in [x, y, z]
 `spacing = img.GetSpacing() `                  voxel size (x,y,z)

en: lab-experiment snow-avalanche snow-mechanics snow snow-microstructure

envidat

de: EnviDat ist das Datenportal der WSL für einen einheitlichen und verwalteten Zugang zu Umweltdaten aus Monitoring- und Forschungsprojekten. Auf dem Portal können Datensätze gehostet und veröffentlicht werden. Durch die weltweite Bereitstellung einzigartiger und wertvoller Datensätze leistet EnviDat einen Beitrag zur Forschung im Bereich der Umweltwissenschaften.

de: EnviDat: das Umwelt-Datenportal

de:
Resource Title: Dataset_v1.csv
    Size: 64099 bytes
    Format: text/csv
    URL: https://www.envidat.ch/dataset/e3ac64e4-3204-4edb-8b10-b458373d9e1f/resource/5b516f93-a87b-4315-9a02-325e2400ee81/download/dataset_v1.csv
    Description: Dataset containing both the experimental results and microstructural parameters.

de:
Resource Title: 3D_CT_files
    Size: 6442450944 bytes
    Format: No Info
    URL: https://envicloud.wsl.ch/#/?bucket=https%3A%2F%2Fos.zhdk.cloud.switch.ch%2Fenvicloud%2F&prefix=doi%2Fenvidat.648%2F
    Description: MetaIO_files

lab-experiment

display_name: lab-experiment

snow

display_name: snow

snow-avalanche

display_name: snow-avalanche

snow-mechanics

display_name: snow-mechanics

snow-microstructure

display_name: snow-microstructure


en:
This repository hosts the experimental data accompanying our publication, “On the compressive strength of weak snow layers of depth hoar,” featured in the Journal of Glaciology.
-Compressive Strength Data:
Measurements of the compressive strength for 92 artificially grown weak snow samples.
-Microstructural CT Data:
CT-derived microstructural information for each sample, including:
Density
Specific surface area
Connectivity density
Correlation lengths
Anisotropy
-Additional CT Data:
Parent Sample Variability: CT data used to assess the variability of the parent samples.
Temporal Evolution: CT data capturing the evolution within the artificial weak layers.
Reference Data: Information on the reference CT data sourced from the RHOSSA and MOSAiC campaigns.

en: microstructure slab-avalanche depth-hoar strength snow-mechanics snow

envi

de: Umwelt

de:
Resource Title: ParentSampleVariability.csv
    Size: 1406 bytes
    Format: text/csv
    URL: https://www.envidat.ch/dataset/f428c8e6-191b-45d4-8b92-239b5f056338/resource/83b74fbf-3d28-4a2e-b856-92573f39977c/download/parent_sample_variability.csv
    Description: Parent sample variability: Contains the CT data used to estimate the parent sample variability.

de:
Resource Title: TimeSeriesData.csv
    Size: 4202 bytes
    Format: text/csv
    URL: https://www.envidat.ch/dataset/f428c8e6-191b-45d4-8b92-239b5f056338/resource/f100da36-5f10-49ba-a38d-140aed84c664/download/timeseriesdata.csv
    Description: Time series data: Contains the CT data of upper slab, weak layer and lower slab used to evaluate the temporal evolution within the artificial samples.

de:
Resource Title: ExperimentalData.csv
    Size: 5928 bytes
    Format: text/csv
    URL: https://www.envidat.ch/dataset/f428c8e6-191b-45d4-8b92-239b5f056338/resource/adb3a453-f03a-44cc-b74b-ff9cb12878ec/download/experimentaldata.csv
    Description: Experimental Data: Contains results of the compression experiments and microstructural parameters.

de:
Resource Title: ReferenceDataCT.csv
    Size: 8841 bytes
    Format: text/csv
    URL: https://www.envidat.ch/dataset/f428c8e6-191b-45d4-8b92-239b5f056338/resource/e8f6bc95-aff3-437e-a5a2-b04cb020f330/download/ct_references.csv
    Description: CT Reference Data: Contains sample names, positions, evaluated regions and microstructural parameters based on data from the RHOSSA and MOSAiC campaigns.

MOSAiC:
https://mosaic-portal.org/data/open-mcs/vessel/polarstern/sn_microct/sn_microct/exdata/
https://doi.org/10.1594/PANGAEA.952794

RHOSSA:
https://doi.org/10.16904/envidat.151

depth-hoar

display_name: depth-hoar

microstructure

display_name: microstructure

slab-avalanche

display_name: slab-avalanche

strength

display_name: strength


en:
This dataset contains processed bat acoustic data collected to evaluate the ecological impacts of beaver-engineered ponds on bat species richness, activity, and feeding activity. It includes nightly activity and feeding call counts identified to species or species group level, site and treatment information (beaver pond vs. control areas along the same stream), and associated environmental covariates such as deadwood volume, arthropod abundance, and vegetation structure.
Methods: Bats were recorded using passive acoustic detectors placed at paired beaver-influenced and control sites. The resulting data was processed in the software Batscope. Arthropod abundance was estimated using flight-interception traps. The amount of deadwood and vegetation cover was measured in the field. Canopy cover and canopy heterogeneity were modelled from GIS models.
Temporal and Spatial Coverage:
Data were collected from eight sites in Switzerland between June and July 2022, each site sampled for 16 nights.

en: Bats in beaver systems

en: wetland ecosystem-engineer nature-conservation beaver deadwood flying-arthropods chiroptera habitat-heterogeneity castor

de:
Resource Title: bats_raw_values_overview.R
    Size: 8975 bytes
    Format: application/octet-stream
    URL: https://www.envidat.ch/dataset/a7d16ee7-974d-42e4-a16c-36351a0ee09c/resource/f7d9750d-6dcd-4fa9-856e-c810d08c9708/download/bats_raw_values_overview.r
    Description: bats_raw_values_overview to produce raw value summaries and tables

format: OCTET

de:
Resource Title: bats_SEM.R
    Size: 69411 bytes
    Format: application/octet-stream
    URL: https://www.envidat.ch/dataset/a7d16ee7-974d-42e4-a16c-36351a0ee09c/resource/d682ac4b-8266-4fc8-ad06-0cbc03709b47/download/bats_sem.r
    Description: R script bats_SEM to test the influence of the beaver on bat richness, activity and feeding activity through feeding and habitat heterogeneity

de:
Resource Title: README.txt
    Size: 6009 bytes
    Format: text/plain
    URL: https://www.envidat.ch/dataset/a7d16ee7-974d-42e4-a16c-36351a0ee09c/resource/03d87d3e-c9f0-4e53-b1fc-531dd2087e8f/download/readme.txt
    Description: README text file providing context for the data. Please do not hesitate to contact us if you have any questions

format: TXT

media_type: text/plain

de:
Resource Title: gewichtungsfaktor.csv
    Size: 9392 bytes
    Format: text/csv
    URL: https://www.envidat.ch/dataset/a7d16ee7-974d-42e4-a16c-36351a0ee09c/resource/b3f59232-46fa-4068-ad06-15947d042c16/download/gewichtungsfaktor.csv
    Description: gewichtungsfaktor with columns
"Project" (sampling site),
"Treatment" (sampling location within site, with levels ctrl for Control and pool for Pool),
"date" (sampling date),
"gew" (weighting factor to standardize night length)

de:
Resource Title: arthropods_flying.csv
    Size: 1822 bytes
    Format: text/csv
    URL: https://www.envidat.ch/dataset/a7d16ee7-974d-42e4-a16c-36351a0ee09c/resource/22214e46-c662-4398-91da-197fa844c656/download/arthropods_flying.csv
    Description: arthropods_flying the arthropod abundance with columns
"laufnummer" (unique identifier per sampling point),
"site" (sampling site),
"sample" (sampling location within site),
"community" (species group),
"month" (sampling month),
"abundance" (number of flying arthropods)

de:
Resource Title: bats_glmm.R
    Size: 44503 bytes
    Format: application/octet-stream
    URL: https://www.envidat.ch/dataset/a7d16ee7-974d-42e4-a16c-36351a0ee09c/resource/ba5c25fd-9c4b-480f-8f89-29449bbddfd7/download/bats_glmm.r
    Description: R script bats_glmm to test the influence of beavers on bat richness, activity and feeding activity

de:
Resource Title: dead_wood.csv
    Size: 40298 bytes
    Format: text/csv
    URL: https://www.envidat.ch/dataset/a7d16ee7-974d-42e4-a16c-36351a0ee09c/resource/3985310a-835b-4fdf-a66e-5ec0a92ab490/download/dead_wood.csv
    Description: dead_wood for deadwood with columns
"laufnummer" (unique identifier per sampling point),
"site" (sampling site),
"sample" (sampling location within site),
"type" (deadwood type),
"height_length" (the height or lenghth of a piece of deadwood in m),
"DBH_diamlarge" (diameter at breast height or diameter of larger end if lying in m),
"diamsmall (diameter of smaller end if lying in m",
"volume" (calculated volume in m3)

de:
Resource Title: bats_age.R
    Size: 6554 bytes
    Format: application/octet-stream
    URL: https://www.envidat.ch/dataset/a7d16ee7-974d-42e4-a16c-36351a0ee09c/resource/0e7ad52e-0545-4eec-98bc-ee80e4d27a90/download/bats_age.r
    Description: R script bats_age to test the beaver pool age effect on bat richness, activity and feeding activity

de:
Resource Title: bats_biodiv.day.guilds.csv
    Size: 53549 bytes
    Format: text/csv
    URL: https://www.envidat.ch/dataset/a7d16ee7-974d-42e4-a16c-36351a0ee09c/resource/78d66f28-1f5a-43f9-8cfe-e5edf12055d8/download/bats_biodiv.day.guilds.csv
    Description: bats_biodiv.day.guilds with columns
"laufnummer" (unique identifier per sampling point),
"site" (sampling site),
"sample" (sampling location within site),
"community" (species group),
"date" (sampling date),
"month" (sampling month),
"guild" (which feeding guild information),
"feeding" (number of feeding buzzes summed per 5 minutes and identification level), "abundance" (sequences per 5 minutes and identification level),
"richness" (species richness),
"richness_feeding" (species richness of feeding bats)

de:
Resource Title: bats_pool_size.R
    Size: 7169 bytes
    Format: application/octet-stream
    URL: https://www.envidat.ch/dataset/a7d16ee7-974d-42e4-a16c-36351a0ee09c/resource/664b4516-22a3-4509-bec6-ccbd57f4ee8c/download/bats_pool_size.r
    Description: R script bats_pool_size to test the beaver pool size on bat richness, activity and feeding activity

de:
Resource Title: data_bats.xlsx
    Size: 7453297 bytes
    Format: application/vnd.openxmlformats-officedocument.spreadsheetml.sheet
    URL: https://www.envidat.ch/dataset/a7d16ee7-974d-42e4-a16c-36351a0ee09c/resource/bab1affd-1f46-41bd-b405-364af91da886/download/data_bats.xlsx
    Description: Raw data data_bats with columns:
“Categories” (empty or "feeding", indicating that call sequence contains feeding buzz)
“Sequence” (sequence number)
“Timestamp” (recording time)
“Temperature” (temperature recorded by batlogger in degree celcius)
“Serial” (serial number of bat logger)
“Duration” (duration of call sequence in seconds)
“Call.Count” (call count number, how many calls could be detected)
“Verification.1” (bat sequence verification)
“Notes” (remarks for identification)
“treatment” (treatment ctrl = Control and Pool)
“slot” (slot number, 4 slots, two in June, two in July)
“Laufnummer” (unique identifier per sampling point)

de:
Resource Title: bats_data_exploration_Figure_nighly.R
    Size: 65739 bytes
    Format: application/octet-stream
    URL: https://www.envidat.ch/dataset/a7d16ee7-974d-42e4-a16c-36351a0ee09c/resource/d59bb90b-29b3-4908-a692-17fdd8e79486/download/bats_data_exploration_figure_nighly.r
    Description: R script bats_data_exploration_Figure_nighly to explore the data and display nightly species richness, activity and feeding activity

de:
Resource Title: bat_guilds.CSV
    Size: 2607 bytes
    Format: text/csv
    URL: https://www.envidat.ch/dataset/a7d16ee7-974d-42e4-a16c-36351a0ee09c/resource/9dbe3429-5669-4b2c-a83c-a643411b06b5/download/bat_guilds.csv
    Description: bat_guilds with columns
"SP" (identification level),
"EndGuilde" (information on feeding guild)

de:
Resource Title: site_info.csv
    Size: 4452 bytes
    Format: text/csv
    URL: https://www.envidat.ch/dataset/a7d16ee7-974d-42e4-a16c-36351a0ee09c/resource/0a4317c7-3251-4c37-8519-26f542ed56a5/download/site_info.csv
    Description: site_info contains columns
"laufnummer" (unique identifier per sampling point),
"site" (sampling site),
"sample" (sampling location within site),
"location" (sampling location row within site),
"sample_nr" (sampling number within location)

de:
Resource Title: bats_biodiv.day.csv
    Size: 16681 bytes
    Format: text/csv
    URL: https://www.envidat.ch/dataset/a7d16ee7-974d-42e4-a16c-36351a0ee09c/resource/56b11b90-7932-434b-a089-f3ff14b3f7d7/download/bats_biodiv.day.csv
    Description: bats_biodiv.day with columns
"laufnummer" (unique identifier per sampling point),
"site" (sampling site),
"sample" (sampling location within site),
"community" (species group),
"date" (sampling date),
"month" (sampling month),
"feeding" (number of feeding buzzes summed per 5 minutes and identification level), "abundance" (sequences per 5 minutes and identification level),
"richness" (species richness),
"richness_feeding" (species richness of feeding bats)

de:
Resource Title: bats_data_cleaning.R
    Size: 28317 bytes
    Format: application/octet-stream
    URL: https://www.envidat.ch/dataset/a7d16ee7-974d-42e4-a16c-36351a0ee09c/resource/9c5e13fb-5c1a-4990-af1d-576832120846/download/bats_data_cleaning.r
    Description: R script bats_data_cleaning to clean the raw data

de:
Resource Title: sampling dates.xlsx
    Size: 10360 bytes
    Format: application/vnd.openxmlformats-officedocument.spreadsheetml.sheet
    URL: https://www.envidat.ch/dataset/a7d16ee7-974d-42e4-a16c-36351a0ee09c/resource/6f9bce17-7b4b-4176-a3b8-8a32a0475b60/download/sampling-dates.xlsx
    Description: For the time information about the research data, created (2022-09-23 to 2022-09-23) refers to the GIS data, collected (2022-06-13 to 2022-07-31) to the field sampling. Details can be found in the csv “sampling_dates”.

sampling_dates with columns
"site" (sampling site),
"bats_1" (first period of bat survey in June),
"bats_2" (second period of bat survey in June),
"bats_3" (first period of bat survey in July),
"bats_4" (second period of bat survey in July),
"flying_arthropods_1" (arthropod sampling in June),
"flying_arthropods_2" (arthropod sampling in July),
"deadwood survey" (date of deadwood survey),
"vegetation survey" (date of vegetation survey)

de:
Resource Title: bats.environment.xlsx
    Size: 10844 bytes
    Format: application/vnd.openxmlformats-officedocument.spreadsheetml.sheet
    URL: https://www.envidat.ch/dataset/a7d16ee7-974d-42e4-a16c-36351a0ee09c/resource/ad5c3240-15c9-4330-9677-9786ef447662/download/bats.environment.xlsx
    Description: bats.environment with columns
"laufnummer" (unique identifier per sampling point),
"site" (sampling site),
"sample" (sampling location within site),
"canopy" (modelled tree canopy cover, averaged across radius of 100 m, unitless),
"structure_ruggedness" (mean ruggedness of the total vertical structure > 3 m, averaged across radius of 100 m, unitless), "vegetation_ruggedness" (mean ruggedness of the canopy > 3 m, later called canopy_heterogenneity, averaged across radius of 100 m, unitless),
"pool_size" (maximum width of beaver pool in m),
"area_deadwood_monitoring" (total area of deadwood moonitoring in m3),
"age" (beaver presence in years)

de:
Resource Title: vegetation_characteristics.csv
    Size: 2769 bytes
    Format: text/csv
    URL: https://www.envidat.ch/dataset/a7d16ee7-974d-42e4-a16c-36351a0ee09c/resource/f60cdb2f-d4bc-454a-9fed-058c86234b5e/download/vegetation_characteristics.csv
    Description: vegetation_characteristics data on vegetation_cover and cumulative_cover with columns "laufnummer" (unique identifier per sampling point),
"site" (sampling site),
"sample" (sampling location within site),
"Vegetation_cover" (estimated vegetation cover over 5x1 m plot in %),
"Cumulative cover" (summed up cover over tree, shrub and herb layer in %),
"Cumulative cover trees" (tree cover level, higher than 3 metres in %),

beaver

display_name: beaver

castor

display_name: castor

chiroptera

display_name: chiroptera

deadwood

display_name: deadwood

ecosystem-engineer

display_name: ecosystem-engineer

flying-arthropods

display_name: flying-arthropods

habitat-heterogeneity

display_name: habitat-heterogeneity

nature-conservation

display_name: nature-conservation

wetland

display_name: wetland


de: EnviDat

en:
This dataset contains the population evolution of a pest and its biocontrol agent in terms of presence proportion at gall level and absolute number of insects.
The study area extends from the Cuneo region (Piedmont, Italy) to southern Switzerland. In order to provide a complete range of data covering the entire process from the pest arrival to complete biological control by its natural enemy T. sinensis, a space-for-time substitution approach has been adopted so as to create a temporal gradient of the epidemic stages over the whole study area.
The southernmost Swiss sites roughly represent the arrival and establishment of the pest without the presence of the natural enemy, the central ones the early epidemic stage and the epidemic peak, whereas the northern ones the end of the epidemic with the beginning of the biocontrol. The Italian ones represent the beginning of the equilibrium between the two population as well as the situation with stable T. sinensis populations on the long term.
These data are used in the paper entitled: Torymus sinensis local and regional early population dynamics in the Insubrian and Piedmont regions

en: castanea-sativa pest-invasion biological-control dryocosmus-kuriphilus southern-switzerland population-evolution torymus-sinensis

envidat

de: EnviDat ist das Datenportal der WSL für einen einheitlichen und verwalteten Zugang zu Umweltdaten aus Monitoring- und Forschungsprojekten. Auf dem Portal können Datensätze gehostet und veröffentlicht werden. Durch die weltweite Bereitstellung einzigartiger und wertvoller Datensätze leistet EnviDat einen Beitrag zur Forschung im Bereich der Umweltwissenschaften.

de: EnviDat: das Umwelt-Datenportal

envi

de: Umwelt

biological-control

display_name: biological-control

castanea-sativa

display_name: castanea-sativa

dryocosmus-kuriphilus

display_name: dryocosmus-kuriphilus

pest-invasion

display_name: pest-invasion

population-evolution

display_name: population-evolution

southern-switzerland

display_name: southern-switzerland

torymus-sinensis

display_name: torymus-sinensis


en:
Dataset
This dataset is based on terrestrial laser scanning (TLS) data acquired during winter 2020/2021 in leaf-off conditions, with a Leica BLK 360 instrument following a tree-centric scanning pattern.
The data was acquired on two sites (47.42°N 8.49°E and 47.504°N, 7.78°E), both of which were managed mixed temperate forest stands.
Individual trees were semi-automatically segmented from the co-registered TLS point clouds.
 Background
Accurate estimates of individual tree volume or biomass within forest inventories are essential for calibration and validation of biomass mapping products based on Earth observation data.
Terrestrial laser scanning (TLS) enables detailed and non-destructive volume estimation of individual trees, with existing approaches ranging from simple geometrical features to virtual 3D reconstruction of entire trees. Validating such approaches with weight measurements is a key step before the integration of TLS or other close-range technologies into operational applications such as forest inventories.
In this study, we firstly evaluate individual tree volume estimation approaches based on 3D reconstruction through quantitative structure models (QSM) against destructive reference data of 60 trees and compare them to operational allometric scaling models (ASM).
Secondly, we determine the explanatory power of TLS-derived geometric parameters regarding total tree, stem, coarse wood and fine branch volume.

en: Individual tree TLS point clouds for tree volume estimation

en: tree-volume lidar single-tree terrestiral-laserscanning forest-inventory biomass

de:
Resource Title: site1_WL_group1
    Size: 112302490 bytes
    Format: application/zip
    URL: https://s3-zh.os.switch.ch/pointclouds/20230516_TLSPointClouds_volumeEstimation/data/site1_WL_group1.zip
    Description: **preview_url**:  https://s3-zh.os.switch.ch/pointclouds/20230516_TLSPointClouds_volumeEstimation/vis/site1_WL_group1/site1_WL_group1.html

format: ZIP

media_type: application/zip

de:
Resource Title: site2_AD
    Size: 41733325 bytes
    Format: application/zip
    URL: https://s3-zh.os.switch.ch/pointclouds/20230516_TLSPointClouds_volumeEstimation/data/site2_AD.zip
    Description: **preview_url**:  https://s3-zh.os.switch.ch/pointclouds/20230516_TLSPointClouds_volumeEstimation/vis/site2_AD/site2_AD.html

de:
Resource Title: Individual tree parameters and volume estimates based on TLS point clouds and allometric models
    Size: 42401 bytes
    Format: text/csv
    URL: https://www.envidat.ch/dataset/c82b9485-0b40-41f4-a798-4e4e725cafdc/resource/450e6bd6-f0c2-4c31-b410-52013c50e988/download/tree_parameters_tls_ad_wl.csv
    Description: "ASM" denotes volume estimates calculated by allometric scaling models (as used in Swiss NFI), based on tree height, DBH and D7.
"QSM" denotes volume estimates derived from TLS point clouds by quantitative structure models (QSM).
The remaining variables are geometrical features directly calculated from single tree TLS point clouds.
For more detailed variable descriptions see related publication.

de:
Resource Title: site1_WL_group2
    Size: 32505856 bytes
    Format: application/zip
    URL: https://s3-zh.os.switch.ch/pointclouds/20230516_TLSPointClouds_volumeEstimation/data/site1_WL_group2.zip
    Description: **preview_url**:  https://s3-zh.os.switch.ch/pointclouds/20230516_TLSPointClouds_volumeEstimation/vis/site1_WL_group2/site1_WL_group2.html

biomass

display_name: biomass

forest-inventory

display_name: forest-inventory

lidar

display_name: lidar

single-tree

display_name: single-tree

terrestiral-laserscanning

display_name: terrestiral-laserscanning

tree-volume

display_name: tree-volume


en: This dataset comprises environmental and insect larval data from 24 artificial dendrotelms (water-filled tree holes) created in beech trees (Fagus sylvatica) in six old-growth forest patches connecting two forest nature reserves in the Steigerwald in Germany.

en: insects trems steigerwald old-growth-islands european-beech dendrotelms invertebrates stepping-stones metacommunity forest diversity fagus-sylvatica water-filled-tree-holes germany body-size

envidat

en: EnviDat: the Environmental Data Portal

de:
Resource Title: Individuals.xlsx
    Size: 124438 bytes
    Format: application/vnd.openxmlformats-officedocument.spreadsheetml.sheet
    URL: https://www.envidat.ch/dataset/19176372-9c60-444d-8281-aebd949d273a/resource/77bf43a7-783d-46bd-8b6c-56595131be9b/download/individuals.xlsx
    Description: Dataset on body-length measures of all sampled individuals

de:
Resource Title: Environmental.csv
    Size: 5547 bytes
    Format: application/vnd.ms-excel
    URL: https://www.envidat.ch/dataset/19176372-9c60-444d-8281-aebd949d273a/resource/587806e5-b705-40a8-a9d6-af760617c2de/download/environmental.csv
    Description: Dataset with environmental data

de:
Resource Title: Community.xlsx
    Size: 10640 bytes
    Format: application/vnd.openxmlformats-officedocument.spreadsheetml.sheet
    URL: https://www.envidat.ch/dataset/19176372-9c60-444d-8281-aebd949d273a/resource/2d154092-cce2-4fa1-9112-61a176ed3777/download/community.xlsx
    Description: Dataset on sampled invertebrate communities

body-size

display_name: body-size

dendrotelms

display_name: dendrotelms

diversity

display_name: diversity

european-beech

display_name: european-beech

fagus-sylvatica

display_name: fagus-sylvatica

forest

display_name: forest

germany

display_name: germany

insects

display_name: insects

invertebrates

display_name: invertebrates

metacommunity

display_name: metacommunity

old-growth-islands

display_name: old-growth-islands

steigerwald

display_name: steigerwald

stepping-stones

display_name: stepping-stones

trems

display_name: trems

water-filled-tree-holes

display_name: water-filled-tree-holes


en: This dataset contains hydrogen and carbon isotope data from 73 tree and shrub species grown in a common garden (Kannenfeldpark) in Basel, Switzerland. Leaf and twig samples were collected in August 2019. The isotope measurements cover various organic compounds, including sugars, cellulose, and (lignin) methoxy groups, as well as leaf and twig xylem water. Details on sample preparation and isotope analysis are provided in Schuler et al. (2023) for carbohydrates and water, and in Wieland et al. (in review) for methoxy groups.

en: Stable isotope data from 73 tree and shrub species in a common garden in Basel Switzerland

en: carbohydrates methoxy-groups tree-species common-garden isotopes

envidat

en: EnviDat is the WSL data portal providing unified and managed access to environmental monitoring and research data. The portal has the capability to host and publish data sets. Through the sharing of unique and high-value data sets worldwide, EnviDat fosters research and contributes to advancing environmental science.

carbohydrates

display_name: carbohydrates

common-garden

display_name: common-garden

isotopes

display_name: isotopes

methoxy-groups

display_name: methoxy-groups

tree-species

display_name: tree-species


en: The diversity and network complexity of prokaryotic and fungal communities and their relationships with soil multifunctionality (SMF) – an integrative index for C-, N- and P-cycling functions – was investigated along a 3,000-km latitudinal transect across Europe (37° to 62°N), spanning biomes from Mediterranean drylands, temperate to boreal forests.

en: Soil microbial diversity and multifunctionality across European biomes

en: prokaryotes fungi soil-microbiome soil-mulitfunctionality latitudinal-gradient microbial-biodiversity

envi

en: Environment

de:
Resource Title: Han_et_al_GCB_2025.xlsx
    Size: 41152 bytes
    Format: application/vnd.openxmlformats-officedocument.spreadsheetml.sheet
    URL: https://www.envidat.ch/dataset/81f8917a-95b6-45c3-a6bb-3385eaf8dddf/resource/2df1e8b4-e021-4d64-85b0-ba2c325986f1/download/han_et_al_gcb_2025.xlsx
    Description: Metadata, soil properties and soil microbial functions for each sites across the European gradient.

de:
Resource Title: 16S_Han et al_EUgradient.xlsx
    Size: 1592467 bytes
    Format: application/vnd.openxmlformats-officedocument.spreadsheetml.sheet
    URL: https://www.envidat.ch/dataset/81f8917a-95b6-45c3-a6bb-3385eaf8dddf/resource/f90ec77d-30a1-4e2f-a763-688f7f011013/download/16s_han-et-al_eugradient.xlsx
    Description: Diversity of prokaryotes (16S gene sequencing) containing: 1) ASV (Amplicon Sequence Variants) table: abundance of ASV in each sample and 2) Taxonomy table: taxonomic classification of each ASV.

de:
Resource Title: ITS_Han et al_EUgradient.xlsx
    Size: 1132688 bytes
    Format: application/vnd.openxmlformats-officedocument.spreadsheetml.sheet
    URL: https://www.envidat.ch/dataset/81f8917a-95b6-45c3-a6bb-3385eaf8dddf/resource/36dfe0f2-3d72-4ba8-ae37-48185214682a/download/its_han-et-al_eugradient.xlsx
    Description: Diversity of fungi (ITS region sequencing) containing: 1) ASV (Amplicon Sequence Variants) table: abundance of ASV in each sample and 2) Taxonomy table: taxonomic classification of each ASV.

fungi

display_name: fungi

latitudinal-gradient

display_name: latitudinal-gradient

microbial-biodiversity

display_name: microbial-biodiversity

prokaryotes

display_name: prokaryotes

soil-microbiome

display_name: soil-microbiome

soil-mulitfunctionality

display_name: soil-mulitfunctionality


en: The TypoCH scoring system (Eggenberg & Bornand 2023), which is widely used in Switzerland, provides good results as classification method for vegetation types based on Delarze et al. (2015). However, the reference list contained species with no diagnostic value and important character species were missing. We therefore made a first attempt to modify the list based on numerical methods and expert knowledge to improve the classification success, at least for vegetation types of the open land (i.e. grasslands, fens, bogs).

en: Modified TypoCH reference list of diagnostic species for the classification of vegetation types in Switzerland

en: character-species diagnostic-species phytosociology vegetation-classification typoch vegetation-type

de:
Resource Title: TypoCH_modified list.csv
    Size: 496727 bytes
    Format: text/csv
    URL: https://www.envidat.ch/dataset/bcf50c9d-3b31-4aa7-a774-57a8f6f60ed7/resource/47adb4a8-f089-4622-b525-6dff0da104d9/download/typoch_modified-list.csv
    Description: The file contains the vegetation types and the modified list of diagnostic species (based on Delarze et al. (2015). The numbers indicate the weight of a species in the particular vegetation type for the calculation of the TypoCH score:
1) accompanying species -> 1 point
2) dominant accompanying species (if >10% cover in the plot) -> 2 points
3) character species -> 4 points
4) dominant character species (if >10% cover in the plot) -> 8 points

de:
Resource Title: How the TypoCH list was modified.pdf
    Size: 77776 bytes
    Format: application/pdf
    URL: https://www.envidat.ch/dataset/bcf50c9d-3b31-4aa7-a774-57a8f6f60ed7/resource/aa2096a9-b20b-4ca8-a586-84fea79930e6/download/how-the-typoch-list-was-modified.pdf
    Description: Describes details on the modification procedure to improve the TypoCH reference list.

format: PDF

media_type: application/pdf

character-species

display_name: character-species

diagnostic-species

display_name: diagnostic-species

phytosociology

display_name: phytosociology

typoch

display_name: typoch

vegetation-classification

display_name: vegetation-classification

vegetation-type

display_name: vegetation-type


en:
The dataset comprises the time series of overland flow (OF) and topsoil interflow (TIF) discharges from 14 small runoff plots (1 x 3 m) over 27 rainfall events in 2022 across the Studibach in the Alptal, a typical pre-Alpine catchment in Switzerland.
The runoff plots were installed on different topographic indices and vegetation covers in order to study the spatio-temporal variability of OF and TIF.
The runoff was collected into self-made "Upwelling Bernoulli Tubes" and the water level inside these tubes was measured by pressure sensors (DCX-22-CTD, Keller Druck, Switzerland) at a 5-min resolution. The discharge was derived from the water level.
The precipitation was measured with a tipping bucket at the Erlenhöhe meteorological station and has a 10-min resolution.

en: Overland and topsoil interflow time series from the Studibach - summer 2022

en: land plot runoff overland-flow topsoil-interflow alptal studibach time-series rainfall

alptal

display_name: alptal

land

display_name: land

overland-flow

display_name: overland-flow

plot

display_name: plot

rainfall

display_name: rainfall

runoff

display_name: runoff

studibach

display_name: studibach

time-series

display_name: time-series

topsoil-interflow

display_name: topsoil-interflow


en:
Description:
This dataset comprises the time series of overland flow (OF) and topsoil interflow (TIF) discharge, and tracer concentrations during artificial rainfall simulation experiments at two large (-80 m2) trenched runoff plots in the Studibach catchment in the Alptal, a typical pre-Alpine headwater catchment in Switzerland.
One plot is located in a natural clearing in an open mixed forest and the other in a grassland. Together, they represent the dominant land cover types in the region.
We applied streamwater to the surface of the plots using sprinklers and added tracers after OF and TIF had reached steady state. Deuterium enriched water was applied to the surface of the plots via the sprinklers, while Uranine and NaCl were applied as a line tracer at multiple distances from the trench. NaBr was injected into the topsoil at ~20 cm depth. Samples of overland flow and topsoil interflow were collected for several hours after tracer application, while the sprinklers continued to apply water to the surface. The runoff was collected into self-made "Upwelling Bernoulli Tubes" and the water level inside these tubes was measured using pressure sensors (DCX-22-CTD, Keller Druck, Switzerland) at a 1-min resolution during the day and 5-min resolution during the night. Uranine concentrations and electrical conductivity (EC) were recorded at a 1-minute interval. Samples for deuterium and Bromide were analysed in the lab.
The celerity of overland flow and topsoil interflow was determined during another experiment by temporarily adding more water to the surface of the plots at different distances from the trench after steady state conditions had been reached. The overland flow and topsoil interflow discharge were again measured using the Upwelling Bernoulli Tubes and pressure transducers.

en: Flow and tracer data for overland flow and topsoil interflow during rainfall simulation experiments in the Studibach catchment - Alptal - Switzerland

en: rainfall-simulation velocity preferential-flow overland-flow topsoil-interflow alptal runoff-plot celerity tracers studibach

de:
Resource Title: plots_runoff_responses_rainfall_experiment.csv
    Size: 67679 bytes
    Format: application/vnd.ms-excel
    URL: https://www.envidat.ch/dataset/66059067-b7b3-494c-b356-01f922afd554/resource/863aef5c-80d7-4e5b-acbd-a8fe538eda3a/download/plots_runoff_responses_rainfall_experiment.csv
    Description:

de:
Resource Title: clearing_tracer_experiment_studibach.csv
    Size: 64438 bytes
    Format: application/vnd.ms-excel
    URL: https://www.envidat.ch/dataset/66059067-b7b3-494c-b356-01f922afd554/resource/01a9c6b2-5159-4e8c-a49a-15bb6416b6cb/download/clearing_tracer_experiment_studibach.csv
    Description:

de:
Resource Title: grassland_tracer_experiment_studibach.csv
    Size: 12060 bytes
    Format: application/vnd.ms-excel
    URL: https://www.envidat.ch/dataset/66059067-b7b3-494c-b356-01f922afd554/resource/4e41685f-5a74-45d6-a044-26ca59df33ad/download/grassland_tracer_experiment_studibach.csv
    Description:

celerity

display_name: celerity

preferential-flow

display_name: preferential-flow

rainfall-simulation

display_name: rainfall-simulation

runoff-plot

display_name: runoff-plot

tracers

display_name: tracers

velocity

display_name: velocity


de: EnviDat

en: This repository presents the basis data of both the Energyscape 1 (2018) and the Energyscape 2 (2022) survey about renewable energy infrastructure related landscape preferences in Switzerland. Both  datasets are based on Swiss-national representatative online panel surveys (BILENDI). Information about the choice design and landscape visualizations can be derived from https://www.sciencedirect.com/science/article/pii/S2352340921003097fig0001

en: Energyscape 2 - Comparing stated preferences of renewable energy landscapes in Switzerland in 2018 and 2022

en: discrete-choice energy-transition landscape-perception survey renewable-energy

envidat

de: EnviDat ist das Datenportal der WSL für einen einheitlichen und verwalteten Zugang zu Umweltdaten aus Monitoring- und Forschungsprojekten. Auf dem Portal können Datensätze gehostet und veröffentlicht werden. Durch die weltweite Bereitstellung einzigartiger und wertvoller Datensätze leistet EnviDat einen Beitrag zur Forschung im Bereich der Umweltwissenschaften.

de: EnviDat: das Umwelt-Datenportal

en: EnviDat: the Environmental Data Portal

de:
Resource Title: Energyscape2 Covariates
    Size: 12192 bytes
    Format: text/csv
    URL: https://www.envidat.ch/dataset/e3451afd-f9d8-41ce-a7dc-d3f9fad95e67/resource/9d6902f1-784f-4a0a-be6a-aa800b430beb/download/energyscape2_n1006_basis_cov_items_recoded.csv
    Description: This data includes the recoded covariates used in the publication (Cov_1, Cov_2, Cov_3). They can be merged with the column "sys_RespNum" to the basis dataset of the Energyscape 2 survey.

de:
Resource Title: Energyscape2 basis data with original Respondent ID
    Size: 70331 bytes
    Format: text/csv
    URL: https://www.envidat.ch/dataset/e3451afd-f9d8-41ce-a7dc-d3f9fad95e67/resource/4ad511f8-f29a-4b71-bd2c-8b2e9e541ee6/download/energyscape2_n1006_basis_ce1_swth_sel.csv
    Description: This is solely the Energyscape 2 basis data including the original respondents ID "sys_RespNum" to be merged with the covariated data set.

de:
Resource Title: Energyscape1 & Energyscape2 basis data
    Size: 136853 bytes
    Format: text/csv
    URL: https://www.envidat.ch/dataset/e3451afd-f9d8-41ce-a7dc-d3f9fad95e67/resource/9081e5b8-6f16-4873-84f3-f8ab6d030cf2/download/energyscape12_basis_ce1_swth_sel.csv
    Description: This is the already cleaned and ready to use basis dataset for the comparison of stated choice preferences across the 2018 (Energyscape 1, n=844) and the 2022 (Energyscape 2, n=1006) surveys. The first four numbers in the first column "sys_RespNum" of the dataset refer to the year of the surveys, followed by the original Respondent ID. The date can be uploaded as is to analysis software (like Sawtooth) and can be filtered by survey with the help of the very last column "surveytime".

discrete-choice

display_name: discrete-choice

energy-transition

display_name: energy-transition

landscape-perception

display_name: landscape-perception

renewable-energy

display_name: renewable-energy

survey

display_name: survey


en:
This dataset contains the results of a case study analysing the potential impacts of a compound meteorological extreme event on the protective forest in the Val Mesolcina. These impacts were assessed in an experts survey. 29 Experts from practice, administration and science estimated the probabilities for a loss of the protective function due to a drought-related compound extreme event based on different hazard scenarios. The experts not only assessed these probabilities but also provided estimates about the reliability of the scenarios, other socio-economic consequences and options for adaptation.
This dataset contains the following information:
- Table with all (anonymised) answers from the survey
- Factsheets summarising the results and methods in German, French and Italian
- A detailed description of the study site and survey instructions
- Link to the project website wit illustrations for each individual question of the survey

en: Experts survey protective forest and combined extremes in Val Mesolcina

en: compound-events protection-forest drought forest-fire natural-hazards protective-effect bark-beetles extreme-events

envidat

en: EnviDat is the WSL data portal providing unified and managed access to environmental monitoring and research data. The portal has the capability to host and publish data sets. Through the sharing of unique and high-value data sets worldwide, EnviDat fosters research and contributes to advancing environmental science.

envi

de: Umwelt

de:
Resource Title: MisoxFactsheet_IT.pdf
    Size: 1839616 bytes
    Format: application/pdf
    URL: https://www.envidat.ch/dataset/cfb5ccf9-deb0-4c5c-871e-d9988a75db62/resource/b044052a-c8d1-4120-ac92-b3a9be8faac4/download/misoxfactsheet_it.pdf
    Description: Factsheet summarising the key results of the study (in Italian).

de:
Resource Title: MisoxFactsheet_FR.pdf
    Size: 1848388 bytes
    Format: application/pdf
    URL: https://www.envidat.ch/dataset/cfb5ccf9-deb0-4c5c-871e-d9988a75db62/resource/be732b0e-182f-4007-9f20-dc11cc01baa6/download/misoxfactsheet_fr.pdf
    Description: Factsheet summarising the key results of the study (in French).

de:
Resource Title: MisoxFactsheet.pdf
    Size: 1784390 bytes
    Format: application/pdf
    URL: https://www.envidat.ch/dataset/cfb5ccf9-deb0-4c5c-871e-d9988a75db62/resource/95f4a266-6930-4b22-8de7-190894f81db7/download/misoxfactsheet.pdf
    Description: Factsheet summarising the key results of the study (in German).

de:
Resource Title: Schlussfolgerungen und Empfehlungen_BAFU_Wildcard.pdf
    Size: 310388 bytes
    Format: application/pdf
    URL: https://www.envidat.ch/dataset/cfb5ccf9-deb0-4c5c-871e-d9988a75db62/resource/bfd5af20-8102-4872-b742-abe70176c031/download/schlussfolgerungen-und-empfehlungen_bafu_wildcard.pdf
    Description: Conclusions and recommendations of the project (in German).

de:
Resource Title: Misox_Survey_Answers_anonymous.xlsx
    Size: 108567 bytes
    Format: application/vnd.openxmlformats-officedocument.spreadsheetml.sheet
    URL: https://www.envidat.ch/dataset/cfb5ccf9-deb0-4c5c-871e-d9988a75db62/resource/47c3701d-749c-497b-9982-2a20cf8b101b/download/misox_survey_answers_anonymous.xlsx
    Description: This file contains the anonymous answers to the survey for the case study in the protective forest, Val Mesolcina, GR, Switzerland within the BAFU Project "Wenn Risiken kumulieren - Analyse und Umgang mit unerwarteten Ereignissen und kombinierten Risiken".
The survey consists of two parts, based on different concepts: "top-down" and "bottom-up". Answers for both concepts are available in two different worksheets within the Excel file.

de:
Resource Title: Erlaeuterungen_zum_Fragebogen_Misox.pdf
    Size: 484195 bytes
    Format: application/pdf
    URL: https://www.envidat.ch/dataset/cfb5ccf9-deb0-4c5c-871e-d9988a75db62/resource/9e5169e1-7933-40de-a27e-82050cf55437/download/erlaeuterungen_zum_fragebogen_misox.pdf
    Description: Description of the study site, extreme event (trigger event) and informations about the survey.

de:
Resource Title: Methodenbericht_BAFU.pdf
    Size: 1786555 bytes
    Format: application/pdf
    URL: https://www.envidat.ch/dataset/cfb5ccf9-deb0-4c5c-871e-d9988a75db62/resource/df678b13-0df1-4dd4-bc80-c0008403c7c3/download/methodenbericht_bafu.pdf
    Description: Factsheet summarising the methods used in this project (in German).

bark-beetles

display_name: bark-beetles

compound-events

display_name: compound-events

drought

display_name: drought

extreme-events

display_name: extreme-events

forest-fire

display_name: forest-fire

natural-hazards

display_name: natural-hazards

protection-forest

display_name: protection-forest

protective-effect

display_name: protective-effect


en:
Background information
High elevation ecosystems are important in research about environmental change because shifts in climate associated with anthropogenic greenhouse gas emissions are predicted to be more pronounced in these areas compared to most other regions of the world. This project involved a Free Air CO2 Enrichment (FACE) and soil warming experiment located in a natural treeline environment near Davos, Switzerland (Stillberg, 2200 m a.s.l.). Elevated atmospheric CO2 concentrations (+200 ppm) were applied from 2001 until 2009, and a soil warming treatment (+4 °C) was applied from 2007 until 2012. The combined CO2 enrichment and warming treatment reflects conditions expected to occur in this region in approximately 2050. A broad range of ecological and biogeochemical research was carried out as part of this environmental change project.
 Experimental design
The experiment consisted of 40 hexagonal 1.1 m² plots, 20 with a *Pinus mugo* ssp. *uncinata* (mountain pine, evergreen) individual in the centre and 20 with a *Larix decidua* (European larch, deciduous) individual in the centre. A dense cover of understorey vegetation surrounded the tree in each plot, including the dominant dwarf shrub species *Vaccinium myrtillus* (bilberry), *Vaccinium gaultherioides* (group *V. uliginosum agg.*, northern bilberry) and *Empetrum nigrum* ssp. *hermaphroditum* (crowberry) plus several herbaceous and non-vascular species.
At the beginning of the experimental period, the 40 plots were assigned to ten groups of four neighbouring plots (two larch and two pine trees per group) in order to facilitate the logistics of CO2 distribution and regulation. Half of these groups were randomly assigned to an elevated CO2 treatment, while the remaining groups served as controls and received no additional CO2. In spring 2007, one plot of each tree species identity was randomly selected from each of the 10 CO2 treatment groups and assigned a soil warming treatment, yielding a balanced design with a replication of five individual plots for each combination of CO2 level, warming treatment and tree species.
 Data description
Soil and air conditions have been monitored closely throughout the study period, with most measurements made during the combined CO2 x warming experiment (2007-2009). The data comprise of air temperature, soil temperature, soil moisture, sapflow, tree diameter and CO2 measurements.

en: FACE: Stillberg CO2 enrichment and soil warming study

en: climate-change experiment vegetation carbon-dioxide stillberg soil-temperature

envi

en: Environment

de:
Resource Title: Metadata FACE Stillberg Experimental Design
    Size: 533823 bytes
    Format: application/pdf
    URL: https://www.envidat.ch/dataset/0d88fc12-285e-4a64-b2d6-d8a7bf0603f8/resource/0ba721cc-8433-4047-8e3a-24fd69e5a933/download/metadata_face_stillberg_experimental-design.pdf
    Description: Schematic illustration and tabular listing of the FACE experimental design.

de:
Resource Title: Metadata FACE Stillberg Data File Description
    Size: 9011 bytes
    Format: text/csv
    URL: https://www.envidat.ch/dataset/0d88fc12-285e-4a64-b2d6-d8a7bf0603f8/resource/eb14b5cf-974f-402a-9cf6-1cc95bd0a7dd/download/metadata_face_stillberg_data-file_description.csv
    Description: List of descriptions for each of the .csv FACE data files.

de:
Resource Title: Data FACE Stillberg
    Size: 54418509 bytes
    Format: application/zip
    URL: https://www.envidat.ch/dataset/0d88fc12-285e-4a64-b2d6-d8a7bf0603f8/resource/666184ed-e140-483c-8362-fcdca851b368/download/data_face_stillberg.zip
    Description: Folder in .zip format containing the FACE datasets.

carbon-dioxide

display_name: carbon-dioxide

climate-change

display_name: climate-change

experiment

display_name: experiment

soil-temperature

display_name: soil-temperature

stillberg

display_name: stillberg

vegetation

display_name: vegetation


de: EnviDat

en:
In this experiment, we investigated the inoculation-effects of two ectomycorrhizal fungi (EMF) species with contrasting evolutionary histories, ecological properties, host-preferences, and habitat-ranges on phenotypic responses and growth dynamics of pedunculate oak (*Quercus robur*), an ecologically and economically important temperate forest tree species.
We set up the mycorrhization experiment using 96 plants of a genetically uniform *Q. robur* clone (DF159) and applied four treatments: A control treatment; an inoculation-treatment with the cosmopolitan Ascomycete *Cenococcum geophilum*, which is commonly found in oak forests; an inoculation-treatment with the Basidiomycete *Piloderma croceum*, which has not yet been found in natural oak forests but has been shown in previous experiments to support oak growth; and a co-inoculation treatment. We then assessed growth stage development of the trees over eight experimental weeks and measured various phenotypic traits during a destructive sampling.

en: Phenotypic and Growth Stage Development Data of a Quercus robur Mycorrhization Experiment

en: piloderma-croceum oak rhythmic-growth cenococcum-geophilum ectomycorrhiza quercus-robur

de:
Resource Title: pheno_data.csv
    Size: 24577 bytes
    Format: text/csv
    URL: https://www.envidat.ch/dataset/9d0661cc-cbbc-452e-8bd9-574161c73cd1/resource/e0197cc6-6279-4f22-8e6a-3cc51a8973e1/download/pheno_data.csv
    Description: Contains phenotypic data assessed during the destructive sampling step of the experiment.

Columns:
- ID = Tree identifier.
- Treatment = Experimental treatment.
- nSF = Number of completed shoot flushes.
- Max_Stages_Reached = Total number of growth stages reached during the experiment.
- n_L_SF1 = Number of leaves of the second newest shoot flush at time of sampling.
- n_L_SF2 = Number of leaves of the newest shoot flush at time of sampling.
- Alive = Plant alive or not.
- Contamination = Plant contaminated or not.
- Exclude = Exclude plant or not.
- Shoot_Length_Init = Shoot length at start of the experiment.
- Shoot_Length = Shoot length at sampling.
- Delta_Length = Shoot length increase during experiment.
- FW_Plant = Fresh weight total plant.
- DW_Plant = Dry weight total plant.
- FW_Shoot = Fresh weight shoot.
- DW_Shoot = Dry weight shoot.
- FW_Stem = Fresh weight stem.
- DW_Stem = Dry weight stem.
- FW_L_SF1 = Fresh weight leaves second newest shoot flush.
- DW_L_SF1 = Dry weight leaves second newest shoot flush.
- FW_L_SF2 = Fresh weight leaves newest shoot flush.
- DW_L_SF2 = Dry weight leaves newest shoot flush.
- FW_L_Rest = Fresh weight remaining leaves.
- DW_L_Rest = Dry weight remaining leaves.
- FW_Bud = Fresh weight bud.
- DW_Bud = Dry weight bud.
- FW_Roots_Total = Fresh weight total roots.
- DW_Roots_Total = Dry weight total roots.
- FW_PR = Fresh weight principal roots.
- DW_PR = Dry weight principal roots.
- FW_LR = Fresh weight lateral roots.
- DW_LR = Dry weight lateral roots.
- A_L_SF1 = Leave area second newest shoot flush.
- A_L_SF2 = Leave area newest shoot flush.
- N_Ceno = Number of root tips mycorrhized by *Cenococcum geophilum*.
- N_Pilo = Number of root tips mycorrhized by *Piloderma croceum*.
- N_Other = Number of root tips mycorrhized by other species.
- N_No = Number of not mycorrhized root tips.
- Length_Tot = Total root length.
- Area_Tot = Total root surface area.
- Diameter_Avg = Average root diameter.
- Root_Vol = Total root volume.
- Tips = Total number root tips.
- Forks = Total number root forks.
- Crossings = Total number root crossings.
- Length_Fine = Root length fine roots (diameter < 1mm).
- SA_Fine = Surface area fine roots (diameter < 1mm).
- Vol_Fine = Volume fine roots (diameter < 1mm).

de:
Resource Title: time_series.csv
    Size: 83281 bytes
    Format: text/csv
    URL: https://www.envidat.ch/dataset/9d0661cc-cbbc-452e-8bd9-574161c73cd1/resource/2664abc3-ba85-4000-bb9d-162677eb47b7/download/time_series.csv
    Description: Contains growth stage data assessed over the experimental period.

Columns:
- ID = Tree identifier.
- Set = Date of plant preparation.
- Treatment = Experimental treatment.
- Date = Date of growth stage assessment,
- Days = Number of past days since start of experiment.
- Stage = Growth stage (XY = Groth cycle & development stage).
- Week = Experimental week.

cenococcum-geophilum

display_name: cenococcum-geophilum

ectomycorrhiza

display_name: ectomycorrhiza

oak

display_name: oak

piloderma-croceum

display_name: piloderma-croceum

quercus-robur

display_name: quercus-robur

rhythmic-growth

display_name: rhythmic-growth


en: Here, we present a comprehensive isotope dataset of soil and stem xylem water collected during two pan-European sampling campaigns in spring and summer 2023. The dataset includes samples from 40 forest sites featuring beech (Fagus sylvatica), spruce (Picea abies), or mixed beech-spruce forests, and is supplemented with detailed site-specific, soil-specific, and tree-specific metadata. Samples and metadata were collected by various researchers across Europe following a standardized protocol. Soil samples were taken at up to five depths (ranging from 0 to 90 cm), and stem xylem samples were collected from three beech and/or spruce trees at each site. All samples were sent to a single laboratory for analysis, where water was extracted using cryogenic vacuum distillation and analyzed with an isotope laser spectrometer. Additionally, a subset of the samples underwent analysis with an isotope ratio mass spectrometer. The complete description of the data can be found in a publication in Earth System Science Data (in review).

en: Soil and stem xylem water isotope data from two pan-European sampling campaigns

en: europe critical-zone xylem-water cryogenic-extraction forest soil-water oxygen-isotopes ecohydrology spruce isotopes hydrology beech fagus-sylvatica picea-abies water-isotopes hydrogen-isotopes

envidat

de: EnviDat ist das Datenportal der WSL für einen einheitlichen und verwalteten Zugang zu Umweltdaten aus Monitoring- und Forschungsprojekten. Auf dem Portal können Datensätze gehostet und veröffentlicht werden. Durch die weltweite Bereitstellung einzigartiger und wertvoller Datensätze leistet EnviDat einen Beitrag zur Forschung im Bereich der Umweltwissenschaften.

de: EnviDat: das Umwelt-Datenportal

de:
Resource Title: WATSON_Isotopedata.csv
    Size: 104798 bytes
    Format: text/csv
    URL: https://os.zhdk.cloud.switch.ch/envicloud/doi/envidat.542/WATSON_Isotopedata.csv
    Description: Dataset containing information about sample weights, cryogenic water extraction and the actual hydrogen and oxygen isotope data of the study.

de:
Resource Title: WATSON_Metadata.csv
    Size: 8948 bytes
    Format: text/csv
    URL: https://os.zhdk.cloud.switch.ch/envicloud/doi/envidat.542/WATSON_Metadata.csv
    Description: Dataset containing the metadata of the sampling sites, including site-, soil-, tree-specific information.

de:
Resource Title: WATSON_Canopy_Pictures (individual JPG files)
    Size: 3221225472 bytes
    Format: No Info
    URL: https://envicloud.wsl.ch/#/?bucket=https%3A%2F%2Fos.zhdk.cloud.switch.ch%2Fenvicloud%2F&prefix=doi%2Fenvidat.542%2FWATSON_Canopy_Pictures%2F
    Description: All canopy pictures as individual files.

de:
Resource Title: WATSON_Canopydata.csv
    Size: 40574 bytes
    Format: text/csv
    URL: https://os.zhdk.cloud.switch.ch/envicloud/doi/envidat.542/WATSON_Canopydata.csv
    Description: Dataset containing the information on the canopy cover.

de:
Resource Title: deprecated_csv_data_2024.zip
    Size: 41321 bytes
    Format: application/x-zip-compressed
    URL: https://www.envidat.ch/dataset/75d32500-127e-4f8d-b5de-02ded379e9d9/resource/6c3020bb-795a-49db-ad12-7db15bee2a19/download/deprecated_csv_data_2024.zip
    Description:

de:
Resource Title: WATSON_Canopy_Pictures.zip
    Size: 3221225472 bytes
    Format: application/zip
    URL: https://os.zhdk.cloud.switch.ch/envicloud/doi/envidat.542/WATSON_Canopy_Pictures.zip
    Description: All canopy pictures in one ZIP file.

beech

display_name: beech

critical-zone

display_name: critical-zone

cryogenic-extraction

display_name: cryogenic-extraction

ecohydrology

display_name: ecohydrology

europe

display_name: europe

fagus-sylvatica

display_name: fagus-sylvatica

forest

display_name: forest

hydrogen-isotopes

display_name: hydrogen-isotopes

hydrology

display_name: hydrology

isotopes

display_name: isotopes

oxygen-isotopes

display_name: oxygen-isotopes

picea-abies

display_name: picea-abies

soil-water

display_name: soil-water

spruce

display_name: spruce

water-isotopes

display_name: water-isotopes

xylem-water

display_name: xylem-water


en:
This dataset accompanies the article Factors influencing public support for forest restoration in Europe: Evidence from Sweden and Spain, published in the journal Ecosystems and People. It presents results from a multi-country survey exploring public perceptions of forests and support for forest restoration in Västerbotten County (Sweden) and the Castilla y León autonomous community (Spain).
Between March and September 2024, structured questionnaires were distributed to 3,000 randomly selected households, yielding 241 valid responses after data cleaning (171 from Sweden and 70 from Spain). The dataset includes anonymised survey responses measured on 5-point Likert scales, covering composite indicators for support for forest restoration, perceived forest benefits, and perceived impacts of restoration activities. It also contains socio-demographic information such as age, education level, and years of residence.
Sampling adhered to the EU General Data Protection Regulation (GDPR) and the Swiss Federal Act on Data Protection. Principal Components Analysis (PCA) was used to construct composite indicators, and Generalised Linear Modelling (GLM) was applied to assess how socio-demographic and perceptual factors influence support for restoration.
The dataset provides insights into behavioural, perceptual, and demographic factors that shape public support for forest restoration, contributing to policy discussions, such as the EU Nature Restoration Regulation (2023). A full codebook is included to facilitate reuse.

en: sweden socio-demographic-factors public-perceptions forest-restoration household-surveys spain

envi

de: Umwelt

de:
Resource Title: Forest_Restoration_Survey_Metadata_Sweden_Spain_2024.xlsx
    Size: 15572 bytes
    Format: application/vnd.openxmlformats-officedocument.spreadsheetml.sheet
    URL: https://www.envidat.ch/dataset/bd1818e7-deef-4ecb-95bf-6d7fb26239e4/resource/90046645-5c1e-482b-9da2-931fc5da1866/download/metadata_sweden_spain.xlsx
    Description: This metadata file provides detailed documentation for the survey dataset titled "Survey data on public support for forest restoration in Europe based on evidence from Sweden and Spain." It includes:

Variable Map (Variable names and descriptions): Each survey item is listed alongside a clear explanation of its content and purpose.
Labels Map: For categorical variables, response options are defined numerically and labelled (e.g., Likert scale options, age groups, gender).
Derived variables: Several composite indicators have been created from survey responses, including support for restoration, perceived forest benefits, and perceived restoration impacts.
The metadata enables accurate interpretation, reuse, and analysis of the dataset and is formatted in two Excel sheets:

Variable Map – detailing survey question codes and content.
Labels Map – providing categorical response scales for select questions.

de:
Resource Title: Forest_Restoration_Survey_Data_Sweden_Spain_2024.xlsx
    Size: 48735 bytes
    Format: application/vnd.openxmlformats-officedocument.spreadsheetml.sheet
    URL: https://www.envidat.ch/dataset/bd1818e7-deef-4ecb-95bf-6d7fb26239e4/resource/a5233576-1b32-495d-a2da-0b7743100d92/download/dataset_sweden_spain.xlsx
    Description: This file contains anonymised survey responses from 241 individuals in Västerbotten County (Sweden) and Castilla y León (Spain), collected between March and September 2024. It includes variables on forest visitation, restoration awareness, perceptions of forest benefits and impacts, and socio-demographic characteristics. The responses are coded numerically and correspond to categories defined in the metadata file. The dataset supports analysis of public support for forest restoration as presented in the associated article.

forest-restoration

display_name: forest-restoration

household-surveys

display_name: household-surveys

public-perceptions

display_name: public-perceptions

socio-demographic-factors

display_name: socio-demographic-factors

spain

display_name: spain

sweden

display_name: sweden


en:
This dataset contains measurements from two debris flows recorded in 2024 at the Illgraben debris-flow observatory in Switzerland. The first debris flow was recorded on 15 June 2024 and the second debris flow was recorden on 21 June 2024.
This dataset contains the following reseach data for both:
a) Cummulative rainfall measured at CD1 in the catchment.
b) Radar-based flow height of debris flows measured at CD28.
Abstract
In recent years, the destructive impact of debris flows in alpine regions has become increasingly evident. Surge waves within debris flows increase peak discharge and magnify the hazard potential. Hence, understanding the dynamic complexity of debris flows is crucial to mitigate their risk. In order to capture the dynamic processes involved in the formation and interaction of surge waves, it is necessary to obtain distributed observations in the spatiotemporal domain. In this study, we present near-torrent distributed seismic measurements to monitor the Illgraben channel located in the Swiss Alps. With 33 nodal sensors, we detected and tracked surge waves along a 2-kilometer torrent section across the Illgraben fan, which allowed us to gain valuable new insights into the spatial scales relevant for surge wave formation and their long-distance propagation characteristics. We observed erosion-deposition waves that emerged out of the muddy flow tail and propagated with constant velocity along the torrent, reaching meter-scale flow heights within only 100s of meters of flow distance which significantly impact the hazard potential of debris flows. Our results provide valuable observations of surge waves from their formation to their annihilation. We can differentiate flow regimes based on their seismic signature and track them along the torrent, thus mapping the debris-flow evolution in time and space. The observations elucidate large-scale debris flow dynamics thus improving our understanding of hazard potential and the effectiveness of structural countermeasures.

en: Debris flow observation at Illgraben 2024: Event Data 15 June / 21 June

en: debris-flow radar rainfall illgraben surge-waves

envidat

en: EnviDat: the Environmental Data Portal

de:
Resource Title: Rainfall_Illgraben_CD1_2025-06-15
    Size: 34923 bytes
    Format: text/csv
    URL: https://www.envidat.ch/dataset/052465cb-5c81-4ba5-88be-115a96c27dd1/resource/26a8197f-a18d-48b7-84fd-ad7453b09781/download/rainfall_illgraben_cd1_2025-06-15.csv
    Description: Cumulative rainfall measured at CD1 in the Illgraben catchment. Sensor location:  46.283287N / 7.619689E

de:
Resource Title: Rainfall_Illgraben_CD1_2025-06-21
    Size: 34812 bytes
    Format: text/csv
    URL: https://www.envidat.ch/dataset/052465cb-5c81-4ba5-88be-115a96c27dd1/resource/f8e3ff62-bdf1-4043-9956-7937c47f2191/download/rainfall_illgraben_cd1_2025-06-21.csv
    Description: Cumulative rainfall measured at CD1 in the Illgraben catchment. Sensor location:  46.283287N / 7.619689E

de:
Resource Title: Radar_Illgraben_CD28_2025-06-15
    Size: 73728 bytes
    Format: text/csv
    URL: https://www.envidat.ch/dataset/052465cb-5c81-4ba5-88be-115a96c27dd1/resource/fb160833-ebd4-4374-96ff-378473c4cebc/download/radar_illgraben_cd28_2025-06-15.csv
    Description: Radar-based flow height measurement of debris flow at CD28 at Illgraben. Flow height is derived relative to pre-event channel-bed elevation. Sensor location: 46.309677N, 7.633304E

de:
Resource Title: Radar_Illgraben_CD28_2025-06-21
    Size: 86229 bytes
    Format: text/csv
    URL: https://www.envidat.ch/dataset/052465cb-5c81-4ba5-88be-115a96c27dd1/resource/be56122c-15cb-40e0-8df3-ae54a02861f0/download/radar_illgraben_cd28_2025-06-21.csv
    Description: Radar-based flow height measurement of debris flow at CD28 at Illgraben. Flow height is derived relative to pre-event channel-bed elevation. Sensor location: 46.309677N, 7.633304E

debris-flow

display_name: debris-flow

illgraben

display_name: illgraben

radar

display_name: radar

rainfall

display_name: rainfall

surge-waves

display_name: surge-waves


de: EnviDat

en:
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.

en: 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

en: studibach rainfall stable-isotopes groundwater soil-water plot electrical-conductivity overland-flow topsoil-interflow alptal

envidat

en: EnviDat is the WSL data portal providing unified and managed access to environmental monitoring and research data. The portal has the capability to host and publish data sets. Through the sharing of unique and high-value data sets worldwide, EnviDat fosters research and contributes to advancing environmental science.

alptal

display_name: alptal

electrical-conductivity

display_name: electrical-conductivity

groundwater

display_name: groundwater

overland-flow

display_name: overland-flow

plot

display_name: plot

stable-isotopes

display_name: stable-isotopes

studibach

display_name: studibach

topsoil-interflow

display_name: topsoil-interflow


en:
The following repository contains the data and code to reproduce the figures analyses of the paper "Examining honeybee (Apis mellifera) dominance patterns within urban bee communities worldwide". It contains three datasets and one .R file
---
The data results from a literature review on abundance distribution of urban bee communities worldwide, aiming at obtaining studies reporting total abundances of honeybees and wildbees in a given city, and species abundances of wildbees and honeybees in a given city.
---
1. **Data**:
- *20240308_cities_coords.csv*: the data contains the latitude and longitude of the included cities in the study. It is used for making the world map with the cities.
- *20241201_proportion_HB_WB.csv*: the data contains the total wild bee and honeybee abundances per city/urban aggregation, and the proportions.
- *20241201_rad_bees.csv*: the data contains the species abundances per city/urban aggregation
2. **Script**:
- *HoneybeeDominance_Analyses_Figures.R*: the script to run the analyses and make the plots. Analyses were done in R version 4.2.1, using the packages ggplot2, glmmTMB, multcomp, wesanderson, terra.

en: Data supporting ‘Examining honeybee (Apis mellifera) dominance patterns within urban bee communities worldwide’

en: urban-beekeeping anthophila cities honeybees dominance urban-ecosystems sads wildbees

envi

en: Environment

de:
Resource Title: R script for analyses and plots
    Size: 17744 bytes
    Format: application/octet-stream
    URL: https://www.envidat.ch/dataset/683ed266-c67f-40db-84cd-e8599f075126/resource/2f39336d-f343-4325-8207-38372826ecf4/download/honeybeedominance_analyses_figures.r
    Description:

de:
Resource Title: Dataset coordinates study cities
    Size: 2196 bytes
    Format: text/csv
    URL: https://www.envidat.ch/dataset/683ed266-c67f-40db-84cd-e8599f075126/resource/9a73209e-98c0-4fee-a208-c726bf957efa/download/20240308_cities_coords.csv
    Description: The data contains the latitude and longitude of the studied cities / urban aggregations. It contains the following columns:
- Continent
-Country
- City
- Lat: Latitude
- Lon: Longitude

de:
Resource Title: Dataset species abundance
    Size: 598032 bytes
    Format: text/csv
    URL: https://www.envidat.ch/dataset/683ed266-c67f-40db-84cd-e8599f075126/resource/a4e637d3-911b-4806-b0ba-cbbd17a34309/download/20241201_rad_bees.csv
    Description: This data resource provides the individual species abundance per city / urban aggregation. It contains data from 41 datasets from 37 studies collected in 33 cities / urban aggregations. It contains the following columns:
 - Article_ID
- DOI
- Authors
- Year
- Continent
- Country
- City
- Bee genus
- Bee species
- Bee merged
- Bee full
- Abundance
- Bee_ID_per_study: ID for the study

de:
Resource Title: Dataset proportion honeybees and wild bees
    Size: 14245 bytes
    Format: text/csv
    URL: https://www.envidat.ch/dataset/683ed266-c67f-40db-84cd-e8599f075126/resource/90c4bffd-bfc1-4100-99f5-a2ad3e9503a8/download/20241201_proportion_hb_wb.csv
    Description: The dataset provide the main features for each included dataset from published and unpublished research works.  Each row represents a dataset, which provides bee community data in one city / urban aggregation. Overall, it contains 68 datasets from 46 cities in 15 countries and five continents. The data is organised in the following columns:
- Article_ID: id used in the study
- DOI: doi of the publication, when available
- Authors
- Year: of publication
- Duration sampling (years)
- Start_sampling: month of the year
- End_sampling: month of the year
- Continent
- Country
- N. cities: number of cities included in the publication
- City
- Sampling type: active, passive or both
- Sampling methodology: within each sampling type.
- Habitats: list of sampling habitats
- N_habitats: number of sampling habitats
- Parks_similar: binnary (1 = yes; 0 = no)
- Agriculture: binnary (1 = yes; 0 = no)
- Private_gardens: binnary (1 = yes; 0 = no)
- Green_roofs: binnary (1 = yes; 0 = no)
- seminatural_natural_wasteland: binnary (1 = yes; 0 = no)
- other_unspecified: binnary (1 = yes; 0 = no)
- Number sites
- Abundance honeybees
- Abundance wild bees
- Total bees
- Proportion honeybees
- Proportion wildbees
- Area:. of the studied city/urban aggregation

anthophila

display_name: anthophila

cities

display_name: cities

dominance

display_name: dominance

honeybees

display_name: honeybees

sads

display_name: sads

urban-beekeeping

display_name: urban-beekeeping

urban-ecosystems

display_name: urban-ecosystems

wildbees

display_name: wildbees


en:
The files refer to the data used in Scherrer et al. (2021) "Canopy disturbances catalyse tree species shifts in Swiss forests" in _Ecosystems_.
The two data files contain information about site factors (e.g. disturbance events, dominant tree species, elevation) and species-specific biomass of 5521 plots of the Swiss National Forest Inventory visited during the second (NFI2 1993-1995) and fourth (NFI4 2009-2017) inventory.
In addition, we provide all the R-scripts necessary to reproduce the Figures and data tables of the related publication.
For more detailed information about the data files please check the ReadMe.docx file.

en: Effects of canopy disturbance on Swiss forests

en: tree-recruitment disturbance switzerland vegetation-shift pinus-sylvestris castanea-sativa windthrow insect-outbreaks national-forest-inventory picea-abies drought

envidat

de: EnviDat ist das Datenportal der WSL für einen einheitlichen und verwalteten Zugang zu Umweltdaten aus Monitoring- und Forschungsprojekten. Auf dem Portal können Datensätze gehostet und veröffentlicht werden. Durch die weltweite Bereitstellung einzigartiger und wertvoller Datensätze leistet EnviDat einen Beitrag zur Forschung im Bereich der Umweltwissenschaften.

de: EnviDat: das Umwelt-Datenportal

de:
Resource Title: ReadMe
    Size: 12819 bytes
    Format: application/vnd.openxmlformats-officedocument.wordprocessingml.document
    URL: https://www.envidat.ch/dataset/4e57b948-5e00-4ed3-9047-f528b8857264/resource/554a633d-c927-46af-98bc-1a5819b6c515/download/readme.docx
    Description: A detailed description of the data.

de:
Resource Title: Site Information
    Size: 2308907 bytes
    Format: text/csv
    URL: https://www.envidat.ch/dataset/4e57b948-5e00-4ed3-9047-f528b8857264/resource/0e3fddb2-66e9-44d7-b48b-36d1611dc815/download/sites.df.en.csv
    Description: File containing the information on parameters of the 5521 National forest inventory sites recorded during the NFI2 and NFI4.

CLNR = Number of site in the National Forest Inventory
INVNR = Information on which National Forest Inventory
Elevation = Elevation above sea level
Perc_Conifers = Proportional contribution of Conifer species to the total basal area of a site
DominantTreeSp = Dominant tree taxa of a site as defined by maximum basal area contribution
DMGTYP = Type of damage observed between NFI2 and NFI4 (up to four observations possible)
DMGYEAR = In case a DMGTYPE event was observed here is the corresponding year marked.
BioReg = Biogeographic region of the site
Ggrob = NaiS site type (Potential natural forest vegetation of a site)
DisturbanceType = Type of disturbance recorded on the site between NFI2 and NFI4.

de:
Resource Title: R-Scripts for Figures and Data tables
    Size: 25336 bytes
    Format: application/zip
    URL: https://www.envidat.ch/dataset/4e57b948-5e00-4ed3-9047-f528b8857264/resource/ed130c01-10d6-45e7-9c68-f3ce30ef1e74/download/r-scripts.zip
    Description: This archive contains the R-Scripts to reproduce the Figures 2-4, S1-S4 and the data tables S4-S10 in the associated publication.

Scherrer, D., Ascoli, D., Conedera, M., Fischer, C., Maringer, J., Moser, B., . . . T., W. (2021). Canopy disturbances catalyse tree species shifts in Swiss forests. Ecosystems, in revision.

castanea-sativa

display_name: castanea-sativa

disturbance

display_name: disturbance

drought

display_name: drought

insect-outbreaks

display_name: insect-outbreaks

national-forest-inventory

display_name: national-forest-inventory

picea-abies

display_name: picea-abies

pinus-sylvestris

display_name: pinus-sylvestris

switzerland

display_name: switzerland

tree-recruitment

display_name: tree-recruitment

vegetation-shift

display_name: vegetation-shift

windthrow

display_name: windthrow


en: Raw data and R Code to do all the analysis performed for the paper "Advancing sustainable LED solutions to mitigate light-pollution impacts on arthropods". Including data for both flight-active insects and ground-dwelling arthropods combined (PT_TRF_all.csv), flight-active insects alone (ALANeX_PT_all_clean_control.csv) and ground-dwelling insects alone (ALANeX_TRF_all_clean_control.csv). For the NMDS analysis, there is a data set for the flight-active insects (ALANeX_PT_NMDS.csv) and the ground-dwelling arthropods (ALANeX_TRF_NMDS.csv). For the Morans I use the 'ALANeX_MoransI.csv' dataset.

en: alan artificial-lighting sustainability outdoor-lighting ecosystem-services

envi

de: Umwelt

de:
Resource Title: Regression_PT_Taxa.R
    Size: 12359 bytes
    Format: application/octet-stream
    URL: https://www.envidat.ch/dataset/f85c7171-2635-43ba-81f5-6b01b56500d2/resource/a24b15bc-039a-4611-9efc-3bacd43be0b9/download/regression_pt_taxa.r
    Description: R code of flight-active insects analysis.

de:
Resource Title: ALANeX_TRF_all_clean_control.csv
    Size: 62191 bytes
    Format: text/csv
    URL: https://www.envidat.ch/dataset/f85c7171-2635-43ba-81f5-6b01b56500d2/resource/388d1352-f4ab-4c80-9439-b47ff1b2d84a/download/alanex_trf_all_clean_control.csv
    Description: Raw data for ground-dwelling arthropod analysis

de:
Resource Title: TRF_NMDS.R
    Size: 5646 bytes
    Format: application/octet-stream
    URL: https://www.envidat.ch/dataset/f85c7171-2635-43ba-81f5-6b01b56500d2/resource/78ab68b0-cb5a-4228-b165-0a9249833467/download/trf_nmds.r
    Description: R code for NMDS of ground-dwelling arthropods

de:
Resource Title: ALANeX_MoransI.csv
    Size: 70008 bytes
    Format: text/csv
    URL: https://www.envidat.ch/dataset/f85c7171-2635-43ba-81f5-6b01b56500d2/resource/352f7a23-41a2-4160-b5da-000ca56511bb/download/alanex_moransi.csv
    Description: Raw data Moran's I test

de:
Resource Title: PERMANOVA_TRF_NMDS.R
    Size: 880 bytes
    Format: application/octet-stream
    URL: https://www.envidat.ch/dataset/f85c7171-2635-43ba-81f5-6b01b56500d2/resource/6733f71f-1d72-4730-8bfe-e1158349c383/download/permanova_trf_nmds.r
    Description: R code for PERMANOVA Analysis of ground-dwelling arthropods.

de:
Resource Title: Regression_PT&TRF_AllGroups.R
    Size: 6609 bytes
    Format: application/octet-stream
    URL: https://www.envidat.ch/dataset/f85c7171-2635-43ba-81f5-6b01b56500d2/resource/6cede3a0-0f23-4660-b8b9-d7b4b2a6dd51/download/regression_pttrf_allgroups.r
    Description: R code of flight-active and ground-dwelling arthropod combined analysis.

de:
Resource Title: PT_TRF_all.csv
    Size: 40556 bytes
    Format: text/csv
    URL: https://www.envidat.ch/dataset/f85c7171-2635-43ba-81f5-6b01b56500d2/resource/3aecf663-0494-4d8d-9a9b-70ee70584c33/download/pt_trf_all.csv
    Description: Raw data for flying insects and ground-dwelling arthropod combined analysis

de:
Resource Title: ALANeX_PT_all_clean_control.csv
    Size: 82055 bytes
    Format: text/csv
    URL: https://www.envidat.ch/dataset/f85c7171-2635-43ba-81f5-6b01b56500d2/resource/aa8b6e52-c154-482c-a4db-2a9ff2ceaff2/download/alanex_pt_all_clean_control.csv
    Description: Raw data for flying insects analysis

de:
Resource Title: ALANeX_TRF_NMDS.csv
    Size: 50258 bytes
    Format: text/csv
    URL: https://www.envidat.ch/dataset/f85c7171-2635-43ba-81f5-6b01b56500d2/resource/7aa3a91d-3ed9-477c-aa15-68c42f50392b/download/alanex_trf_nmds.csv
    Description: Raw data for ground-dwelling arthropod NMDS analysis

de:
Resource Title: PT_NMDS.R
    Size: 5615 bytes
    Format: application/octet-stream
    URL: https://www.envidat.ch/dataset/f85c7171-2635-43ba-81f5-6b01b56500d2/resource/1b4bf7ce-faae-43da-a051-dce85fb4a35b/download/pt_nmds.r
    Description: R code for NMDS of flight-active insects

de:
Resource Title: PERMANOVA_PT_NMDS.R
    Size: 866 bytes
    Format: application/octet-stream
    URL: https://www.envidat.ch/dataset/f85c7171-2635-43ba-81f5-6b01b56500d2/resource/80cd6f62-ec98-4675-a3fd-2dff6894fc7f/download/permanova_pt_nmds.r
    Description: R code for PERMANOVA Analysis of flight-active insects.

de:
Resource Title: ALANeX_PT_NMDS.csv
    Size: 34799 bytes
    Format: text/csv
    URL: https://www.envidat.ch/dataset/f85c7171-2635-43ba-81f5-6b01b56500d2/resource/92df1cc5-e8f7-4ed8-98b6-8f512edd3504/download/alanex_pt_nmds.csv
    Description: Raw data for flying insects NMDS analysis

de:
Resource Title: Regression_TRF_Taxa.R
    Size: 12379 bytes
    Format: application/octet-stream
    URL: https://www.envidat.ch/dataset/f85c7171-2635-43ba-81f5-6b01b56500d2/resource/33788f24-dd2b-4137-b2f6-878ac0f98e88/download/regression_trf_taxa.r
    Description: R code of ground-dwelling arthropod analysis.

alan

display_name: alan

artificial-lighting

display_name: artificial-lighting

ecosystem-services

display_name: ecosystem-services

outdoor-lighting

display_name: outdoor-lighting

sustainability

display_name: sustainability


de: EnviDat

en: This dataset contains the results of a five-day field excursion which the extent to which eDNA sampling can capture the diversity of a region with highly heterogeneous habitat patches across a wide elevation gradient through multiple hydrological catchments of the Swiss Alps. Using peristaltic pumps, we filtered 60 L of water at five sites per catchment for a total volume of 1 800 L. Using an eDNA metabarcoding approach focusing on vertebrates and plants, we detected 86 vertebrate taxa spanning 41 families and 263 plant taxa spanning 79 families across ten catchments. This dataset includes two sets of data. The first (Genomic data) includes all the necessary data for the bioinformatic pipeline, whereas the second (Analysis Figures) contains tidied data and scripts for the reproduction of all figures/analyses in the article describing this study.

en: Vertebrate and plant taxa recovered from 10 catchments in Vaud using an eDNA-metabarcoding approach

en: dna-metabarcoding environmental-dna spatial-ecology biomonitoring biodiversity-assessment

envidat

de: EnviDat ist das Datenportal der WSL für einen einheitlichen und verwalteten Zugang zu Umweltdaten aus Monitoring- und Forschungsprojekten. Auf dem Portal können Datensätze gehostet und veröffentlicht werden. Durch die weltweite Bereitstellung einzigartiger und wertvoller Datensätze leistet EnviDat einen Beitrag zur Forschung im Bereich der Umweltwissenschaften.

de: EnviDat: das Umwelt-Datenportal

de:
Resource Title: Genomic data
    Size: 5153960755 bytes
    Format: application/zip
    URL: https://os.zhdk.cloud.switch.ch/envicloud/doi/envidat.409/eDNA_paper_bioinformatic_pipeline.zip
    Description: Fastq files, primer descriptions and the final output dataset.

de:
Resource Title: Field Metadata
    Size: 6661 bytes
    Format: text/csv
    URL: https://www.envidat.ch/dataset/f1df9abc-3fb8-4253-83a8-733f712ef768/resource/4d6f2c3d-0ae9-473e-8023-adf6e99d4aa7/download/field_metadata.csv
    Description: Information concerning the locations and times of sampling, as well as the identity of the samplers and relevant comments.

de:
Resource Title: Analysis and Figures
    Size: 238547 bytes
    Format: application/zip
    URL: https://www.envidat.ch/dataset/f1df9abc-3fb8-4253-83a8-733f712ef768/resource/a255cdf5-9d88-4ba7-83af-df37d3c6e665/download/02_analysis_figures.zip
    Description: This zipped file includes R scripts and the datasets required to run the analyses. A README describes the columns in each dataset.

biodiversity-assessment

display_name: biodiversity-assessment

biomonitoring

display_name: biomonitoring

dna-metabarcoding

display_name: dna-metabarcoding

environmental-dna

display_name: environmental-dna

spatial-ecology

display_name: spatial-ecology