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

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Ethiopia",
 "TaxonKey is Culex zombaensis Theobald, 1901"
 ]
}

 The dataset includes 7 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002641-181003121212138/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dde656
title: Occurrence Download

description: A dataset containing 9897 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Malezas introducidas en México"
 ]
}

 The dataset includes 9897 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0072442-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.v3yyv3
title: Occurrence Download

description: A dataset containing 440 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Japan",
 "GadmGid is JPN.40_1",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Rosales",
 "Year 1991-2020"
 ]
}

 The dataset includes 440 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0061849-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.olsk8k
title: Occurrence Download

description: A dataset containing 5467 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((97.16309 9.97559,97.25098 -4.1748,99.09668 -7.16309,105.24902 -10.15137,119.5752 -10.67871,119.4873 9.71191,97.16309 9.97559))",
 "HasCoordinate is true",
 "TaxonKey is Ficus L.",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 5467 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002641-181108115102211/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cmrbku
title: Occurrence Download

description: A dataset containing 144 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ilex rubra S.Watson"
 ]
}

 The dataset includes 144 records from 33 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0078196-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hc4zf5
title: Occurrence Download

description: A dataset containing 1473 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Caenolestidae"
 ]
}

 The dataset includes 1473 records from 58 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0059682-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zatow2
title: Occurrence Download

description: A dataset containing 87 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Ministerio de Medio Ambiente, y Medio Rural y Marino. Dirección General de Medio Natural y Política Forestal. Inventario Nacional de Biodiversidad 2007, Reptiles",
 "TaxonKey is Caretta Rafinesque, 1814"
 ]
}

 The dataset includes 87 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002641-190415153152247/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.36hej4
title: Occurrence Download

description: A dataset containing 4111 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Myriophyllum aquaticum (Vell.) Verdc.",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 4111 records from 183 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002563-180412121330197/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.16904/envidat.393
title: Vineyard plots in southern Switzerland

description: Geospatial vector data (shapefile) representing the cadastral plots in the Canton Ticino and the Moesa region (southern Switzerland) having a part of the surface occupied by vineyards in the years 1989 and/or 2020 according to the corresponding edition of the Swiss national topographic maps in the scale 1:25,000 and to the topographic landscape model of Switzerland swissTLM3D (Federal office of topography Swisstopo). In the attribute table there is many variables which describe the topography of the site, the characteristics of the plots and the evolution of the wine growing area inside the plot between 1989 and 2020. Coordinate system: EPSG:2056 - Swiss CH1903+ / LV95.
description: Resource Title: Vineyard plots in southern Switzerland between 1989 and 2020
 Size: 13865518 bytes
 Format: application/x-zip-compressed
 URL: https://www.envidat.ch/dataset/27212114-020e-4c4a-aeb2-b6e278c715fd/resource/ad8afbfa-2dba-4978-8d43-f118b5a1988e/download/vineyardplots_1989_2020_southernswitzerland.zip
 Description: Compressed folder (.zip) containing a shapefile (.shp) with 25123 polygons features representing vineyard plots and 146 variables in the attribute table, as well as an Excel file (.xlsx) which provide a short and long description of the same variables.
DOI: 10.16904/envidat.389
title: Glide-snow avalanche activity on Dorfberg, Davos, Switzerland

description: This dataset includes the processed data of the glide-snow avalanche activity and dynamics on Dorfberg (Davos, Switzerland) covering seasons 2008/09 to 2021/22. This dataset was described in the research article:
Fees, A., van Herwijnen A., Altenbach, M., Lombardo, M., Schweizer, J.: Glide-snow avalanche characteristics at different time-scales extracted from time-lapse photography, Annals of Glaciology, 91
We extracted the dynamics of opening glide-cracks and the glide-snow avalanche activity from time-lapse photographs. Glide-snow avalanches were separated into surface and interface events using the liquid water content which was simulated with SNOWPACK at 10 virtual stations on Dorfberg.
description: Resource Title: Glide-snow avalanche activity
 Size: 88583 bytes
 Format: application/vnd.ms-excel
 URL: https://www.envidat.ch/dataset/d6c7a578-6317-49f3-8ba5-71f62b5b6610/resource/0aca99e1-7b3d-492f-a7bb-2756e5b74bbd/download/events.csv
 Description: Table that contains all glide-snow avalanche events that were detected in time-lapse photographs (season 2008/09 to 2021/22). The columns are explained in the README.txt
description: Resource Title: Glide distances for opening glide-cracks
 Size: 512266 bytes
 Format: application/x-zip-compressed
 URL: https://www.envidat.ch/dataset/d6c7a578-6317-49f3-8ba5-71f62b5b6610/resource/7ee75315-9399-48fe-b5b1-e3ef1d2f0774/download/metadata.zip
 Description: This folder contains all glide-cracks where glide-distances were extracted from time-lapse photographs. Glide-distances were calculated in x-direction (width) and y-direction (downslope, length) by georeferencing the images.
description: Resource Title: README
 Size: 1996 bytes
 Format: text/plain
 URL: https://www.envidat.ch/dataset/d6c7a578-6317-49f3-8ba5-71f62b5b6610/resource/26a702a9-37e6-4dc9-9ce9-e7a223d73bff/download/readme.txt
 Description: README.txt explaining the dataset and columns of tables in more detail.
description: Resource Title: SNOWPACK simulations
 Size: 719769784 bytes
 Format: application/x-zip-compressed
 URL: https://www.envidat.ch/dataset/d6c7a578-6317-49f3-8ba5-71f62b5b6610/resource/73dee7b2-a419-4fd2-ac0e-585bc0138d90/download/snowpack.zip
 Description: SNOWPACK simulations (.pro and .smet) covering season 2008/09 to 2021/22 at 10 virtual locations on Dorfberg. The locations correspond to the most common glide-snow avalanche paths.
DOI: 10.16904/envidat.390
title: Oriental and European beech spectral, traits and genetics data

description: The dataset includes leaf spectroscopy, leaf traits and genetic data for oriental and european beech trees at two mature forest sites (Allenwiller in France and Wäldi in Switzerland) sampled in summer 2021 and 2022 for top and bottom of canopy leaves.
description: Resource Title: Allenwiller genetic data
 Size: 20582 bytes
 Format: application/vnd.openxmlformats-officedocument.spreadsheetml.sheet
 URL: https://www.envidat.ch/dataset/b4dc3609-9147-4857-9074-fa13e299b65c/resource/94ad6524-13ef-4866-b74f-e13cf95ef7c8/download/genetic_data_allenwiller.xlsx
 Description:
description: Resource Title: Allenwiller spectral and traits data
 Size: 3291434 bytes
 Format: application/vnd.openxmlformats-officedocument.spreadsheetml.sheet
 URL: https://www.envidat.ch/dataset/b4dc3609-9147-4857-9074-fa13e299b65c/resource/24cfc8e6-1405-477f-a4cb-4c8fa89f52ee/download/spectral_trait_data_allenwiller.xlsx
 Description: Orietnal and European beech leaf spectral and trait data for top and bottom of canopy leaves
description: Resource Title: Wäldi spectral and traits data
 Size: 1983730 bytes
 Format: application/vnd.openxmlformats-officedocument.spreadsheetml.sheet
 URL: https://www.envidat.ch/dataset/b4dc3609-9147-4857-9074-fa13e299b65c/resource/19b90c28-f00f-42b7-942d-133ac9295d84/download/spectral_trait_data_waldi.xlsx
 Description: Orietnal and European beech leaf spectral and trait data for top and bottom of canopy leaves
description: Resource Title: Wäldi genetic data
 Size: 19505 bytes
 Format: application/vnd.openxmlformats-officedocument.spreadsheetml.sheet
 URL: https://www.envidat.ch/dataset/b4dc3609-9147-4857-9074-fa13e299b65c/resource/0df9b293-4846-4868-a1df-331cd202e098/download/genetic_data_waldi.xlsx
 Description:
DOI: 10.16904/envidat.222
title: Field observations of snow instabilities

description: This data set includes 589 snow profile observations including a rutschblock test, observations of signs of instability and an assessment of the local avalanche danger level, mainly recorded in the region of Davos (eastern Swiss Alps) during the winter seasons 2001-2002 to 2018-2019.
These data were analyzed and results published by Schweizer et al. (2021). They characterized the avalanche danger levels based on signs of instability (whumpfs, shooting cracks, recent avalanches), snow stability class and new snow height. 
The data are provided in a csv file (589 records); the variables are described in the corresponding read-me file.
These data are the basis of the following publication: Schweizer, J., Mitterer, C., Reuter, B., and Techel, F.: Avalanche danger level characteristics from field observations of snow instability, Cryosphere, 15, 3293-3315, https://doi.org/10.5194/tc-15-3293-2021, 2021.
 Acknowlegements
Many of the data were recorded by SLF observers and staff members, among those Roland Meister, Stephan Harvey, Lukas Dürr, Marcia Phillips, Christine Pielmeier and Thomas Stucki. Their contribution is gratefully acknowledged.
description: Resource Title: Field observations of snow instabilities
 Size: 107300 bytes
 Format: application/vnd.ms-excel
 URL: https://www.envidat.ch/dataset/321f2050-93be-4772-b5d8-562f46658256/resource/5927f50c-3a33-4ceb-91bf-d583efd14cfe/download/snow_instability_field_data.csv
 Description: This data set includes 589 snow profile observations including a rutschblock test, observations of signs of instability and an assessment of the local avalanche danger level, mainly recorded in the region of Davos (eastern Swiss Alps) during the winter seasons 2001-2002 to 2018-2019.
description: Resource Title: Read-me file
 Size: 133885 bytes
 Format: application/pdf
 URL: https://www.envidat.ch/dataset/321f2050-93be-4772-b5d8-562f46658256/resource/b3aeef4d-1b54-467c-88b4-4d2da8076885/download/read-me.pdf
 Description: This read-me file contains the descriptions of the variables.
DOI: 10.16904/envidat.24
title: Influence of slope-scale snowmelt on catchment response simulated with the Alpine3D model

description: Abstract
Snow and hydrological modeling in alpine environments remains a challenge because of the complexity of the processes complexity affecting the mass and energy balance. This study examines the influence of snowmelt on the hydrological response of a high-alpine catchment of 43.2 km2 in the Swiss Alps during the water year 2014-2015. Based on recent advances in Alpine3D, we examine how modeled snow distributions, and modeled liquid water transport within the snowpack influence runoff dynamics. By combining these results with multi-scale field data (snow lysimeter data, distributed snow depths and streamflow), we demonstrate the added value of a more realistic representation of snow distribution at the onset of melt season. At the site scale, snowpack runoff is well simulated when the snowpack mass balance errors are corrected (R2 = 0.95 vs. R2 = 0.61). At the sub-basin scale, a more heterogeneous snowpack leads to a more rapid runoff pulse originated in the shallower areas while an extended melting period (by more than a month) is caused by slower snowmelt from deeper areas. This result is a marked improvement over results obtained using a less heterogeneous snow distribution (i.e., traditional precipitation interpolation method). Catchment hydrological response is also improved by the more realistic representation of snowpack heterogeneity (Nash coefficient of 0.85 vs. 0.74), even though the calibration process smoothens out the differences. 
The added value of a more complex liquid water transport scheme is obvious at the site scale but decreases at the sub-basin and basin scales. Our results highlight not only the importance but also the difficulty of getting a realistic snowpack distribution even in a well-instrumented area and present a model validation from multi-scale experimental datasets.
description: Resource Title: Alpine3D output Dischma
 Size: 104953493 bytes
 Format: application/x-zip-compressed
 URL: https://www.envidat.ch/dataset/f1d3d6da-2e59-4ee3-92fe-fc4add117f61/resource/b81690c4-86bf-4c6a-81d2-fd206e4afeb1/download/paperwrrbrauchli.zip
 Description:
DOI: 10.16904/envidat.386
title: Multi-Scale Prioritization framework for Urban Blue-Green Infrastructure Planning to Support Biodiversity: Data & Codes

description: This data includes (1) Scripts to aggregate landscape resistance layers into squared and hexagonal grids (i.e., different representations and resolutions), (2) Input resistance layers and focal nodes in .txt format to run in Circuitscape (Python implementation v4.0.5). Circuitscape is a software tool for modeling and analyzing landscape connectivity, which simulates movement of organisms across landscapes by estimating resistance to movement across each point of the landscape. (3) Scripts for the ecological network analysis, and (4) environmental predictors for amphibian whole-life cycle habitats used to describe the local environment for BGI design (i.e. topographic, hydrologic, edaphic, vegetation, land-use derived, movement-ecology related).
description: Resource Title: Amphibian movement resistance layers and scripts for connectivity modeling - part 1
 Size: 247430561 bytes
 Format: application/x-zip-compressed
 URL: https://www.envidat.ch/dataset/dd7b7d6e-6fe8-455e-9743-adf791914a17/resource/e364cf62-5561-4b4d-8909-0977b3da60f3/download/1_resistance_layers.zip
 Description: The zipped folder includes the script to aggregate the resistance layers into squared and hexagonal grids. The subfolders “Boundaries”, “Layers”, “Reference_grids”, and “Resistance_from_SDMs” contain files either called by the code or created in the process.The subfolder “Inputs_for_Circuitscape” contains the inputs to run Circuitscape, after doing some subsequent processing steps in QGIS (listed in the R script) with the files created with the script.
description: Resource Title: Amphibian movement resistance layers and scripts for connectivity modelling - part 2
 Size: 20335272 bytes
 Format: application/x-zip-compressed
 URL: https://www.envidat.ch/dataset/dd7b7d6e-6fe8-455e-9743-adf791914a17/resource/1283e651-6999-46ad-b23d-0e81c593a90e/download/2_network-analysis.zip
 Description: The zipped folder includes the script to create and analyse the networks from Circuitscape outputs. The subfolders “Boundaries”, “Layers”, and “Reference_net” contain files either called by the code or created in the process. The subfolder “Outputs_from_Circuitscape” contains the outputs from Circuitscape including node and branch cumulative currents in a network format.
DOI: 10.16904/envidat.353
title: Tree-ring laser ablation data

description: This dataset contains the values of several chemical elements (Mg, Al, Si, S, K, Ca, Ti, Cr, Mn, Fe, Co, Ni, Cu, Zn, As, Sr, Tl, Pb, Bi) measured in the latewood of tree rings of Mongolian oak from Harbin, China, at a 5-year resolution. Due to the lack of a suitable reference material for wood, absolute concentration was not calculated, and the ratio between the chemical element and 13C was taken as proxy for the element signal.
In Harbin, one of the largest cities and most important industrial centers in northeastern China, air quality monitoring systems were built only by the end of 2015 to meet the national requirements. Thus, dendrochemical analyses could be used as a tool to complement for the lack of air quality data over longer periods of time, allowing for the reconstruction of the temporal trend of trace metals. Our main scopes were to: (a) assess the chemical composition of Quercus mongolica Fisch. ex Ledeb. tree rings from Harbin using a recently developed system of laser ablation-inductively coupled plasma-mass spectrometry (LA-ICP-MS), (b) identify the main chemical elements which
derived from air pollution and may be used as indicators over the period 1965–2020 in Harbin, while excluding those that were controlled by physiological processes in the tree, and (c) reconstruct the history of pollution in Harbin by comparing the tree-ring chemical composition of recent decades with that of previous decades, in trees growing in the highly polluted city of Harbin and in trees growing in a control site 90 km away from major pollution sources.
Briefly, the temporal trend of some elements was influenced by physiological factors, by environmental factors such as pollution, or influenced by both. Mg, K, Zn, Cu, Ni, Pb, As, Sr and Tl showed changes in pollution levels over time.
description: Resource Title: Laser ablation data
 Size: 94311 bytes
 Format: application/vnd.ms-excel
 URL: https://www.envidat.ch/dataset/eba89b33-b8e0-4efe-8689-744d0150e939/resource/f03ef70a-d673-49f6-841e-4ea2fd798257/download/laser-ablation-data.csv
 Description:
DOI: 10.17632/5xkxmgh7hz.1
title: Data for: Top-down soil freezing induces seawater retreat in coastal unconfined aquifers

description: This data set contains experiment data and the inp files for the laboratory-scale and field-scale models used in the paper - Xiayang Yu, Yue Li, Li Pu, Junjie Wu, Pei Xin (2025). Top-down soil freezing induces seawater retreat in coastal unconfined aquifers - To be submitted to Geophysical Research Letters.
DOI: 10.34810/data430
title: IntOGen - TCGA pan-cancer12 high confidence drivers

description: This file lists the High Confidence Drivers identified as part of the pan-cancer12 initiative, published in the paper Comprehensive identification of mutational cancer driver genes across 12 tumor types" Scientific Reports 3:2650, 2013, doi:10.1038/srep02650
description: 1 .txt file
DOI: 10.16904/envidat.384
title: Weather, snowpack and avalanche occurrence data for automated prediction of wet-snow avalanche activity

description: Datasets used to implement the wet-snow avalanche activity model presented in the article:
Hendrick, M., Techel, F., Volpi, M., Olevski, T., Pérez-Guillén, C., van Herwijnen, A., Schweizer, J. (2023). Automated prediction of wet-snow avalanche activity in the Swiss Alps. Journal of Glaciology, under review
Each dataset includes the input variables (weather and snowpack features) and the target variable (wet-snow avalanche day or not) used to build the model. Additionally, Dataset3_nowcast and Dataset3_forecast contain the predictions provided by the RF12 model.
All input variables are described in the Appendix of the article and also in the read_me file. Further information on SNOWPACK variables is also available at https://models.slf.ch/p/snowpack/ .
description: Resource Title: dataset1
 Size: 2728414 bytes
 Format: application/vnd.ms-excel
 URL: https://www.envidat.ch/dataset/85784661-59c0-440c-a028-2c72e97350d5/resource/5919bf40-5bb8-4018-8b19-25927e415a16/download/dataset1.csv
 Description: This dataset contains input and target data for winters before September 2020. Dataset1 was used for training model RF12.
description: Resource Title: dataset2
 Size: 4255845 bytes
 Format: application/vnd.ms-excel
 URL: https://www.envidat.ch/dataset/85784661-59c0-440c-a028-2c72e97350d5/resource/42c796be-2f67-42d0-9cbb-ae848903be3d/download/dataset2.csv
 Description: This dataset contains input and target data for winter 2020-2021. Dataset2 was used for training model RF12.
description: Resource Title: dataset3_nowcast
 Size: 1763995 bytes
 Format: application/vnd.ms-excel
 URL: https://www.envidat.ch/dataset/85784661-59c0-440c-a028-2c72e97350d5/resource/8c765e17-5221-4960-97f7-9683be75321d/download/dataset3_nowcast.csv
 Description: This dataset contains nowcast input and target data for winter 2021-2022. This dataset is the nowcast test set for RF12. The column RF12_AvD_proba is the predicted probability for wet-snow avalanche day provided by the RF12 model.
description: Resource Title: dataset3_forecast
 Size: 1818925 bytes
 Format: application/vnd.ms-excel
 URL: https://www.envidat.ch/dataset/85784661-59c0-440c-a028-2c72e97350d5/resource/3a86f203-df30-4ff2-a2bc-94ba80063e0e/download/dataset3_forecast.csv
 Description: This dataset contains forecast input and target data for winter 2021-2022. This dataset is the forecast test set for RF12. The column RF12_AvD_proba is the predicted probability for wet-snow avalanche day provided by the RF12 model.
description: Resource Title: read_me
 Size: 13163 bytes
 Format: application/vnd.openxmlformats-officedocument.spreadsheetml.sheet
 URL: https://www.envidat.ch/dataset/85784661-59c0-440c-a028-2c72e97350d5/resource/cbf59631-422c-48e9-8026-e40c1839c841/download/read_me.xlsx
 Description: Features description
DOI: 10.16904/envidat.321
title: Diversity of ground beetles and spiders as well as cynipid oak gall formation on irrigated and non-irrigated plots in a dry mixed Scots pine forest

description: In the dry Pfynwald forest a long-term experiment of WSL was initiated in 2003 with a set of irrigated and non-irrigated plots. Forest Entomologie WSL made several investigations, one of them on the effect of irrigation (or conversely of drought) on the biodiversity of epigaeic arthropods such as ground beetles and spiders. In addition, its effects were also assessed by counting galls formed by gall wasps on pubescent oak.
description: Resource Title: Insect fauna Pfynwald
 Size: 25726 bytes
 Format: application/x-zip-compressed
 URL: https://www.envidat.ch/dataset/c8bd7fc6-40b8-4989-a464-053083aeda4d/resource/9341517f-5969-46a5-83cc-634f3eec08e6/download/pfynfauna.zip
 Description: See ReadMe