f | { | f | { |
n | "author": "[{\"affiliation\": \"SLF\", \"affiliation_02\": \"SLF\", | n | |
| \"affiliation_03\": \"\", \"email\": \"bavay@slf.ch\", \"given_name\": | | |
| \"Mathias\", \"identifier\": \"0000-0002-5039-1578\", \"name\": | | |
| \"Bavay\"}, {\"affiliation\": \"WSL Institute for Snow and Avalanche | | "author": "[{\"affiliation\": \"WSL Institute for Snow and Avalanche |
| Research SLF\", \"affiliation_02\": \"\", \"affiliation_03\": \"\", | | Research SLF\", \"affiliation_02\": \"Climate Change, Extremes and |
| \"email\": \"lia.lechler@slf.ch\", \"given_name\": \"Lia\", | | Natural Hazards in Alpine Regions Research Centre CERC, 7260 Davos |
| \"identifier\": \"\", \"name\": \"Lechler\"}, {\"affiliation\": \"WSL | | Dorf, Switzerland\", \"affiliation_03\": \"\", \"email\": |
| | | \"esther.frei@wsl.ch\", \"given_name\": \"Esther R.\", \"identifier\": |
| | | \"0000-0003-1910-7900\", \"name\": \"Frei\"}, {\"affiliation\": \"WSL |
| Institute for Snow and Avalanche Research SLF\", \"affiliation_02\": | | Institute for Snow and Avalanche Research SLF\", \"affiliation_02\": |
n | \"SLF\", \"affiliation_03\": \"CERC\", \"email\": \"bebi@slf.ch\", | n | \"\", \"affiliation_03\": \"\", \"email\": \"bavay@slf.ch\", |
| \"given_name\": \"Peter\", \"identifier\": \"0000-0001-8868-6569\", | | \"given_name\": \"Mathias\", \"identifier\": \"0000-0002-5039-1578\", |
| \"name\": \"Bebi\"}, {\"affiliation\": \"WSL Institute for Snow and | | \"name\": \"Bavay\"}, {\"affiliation\": \"WSL Institute for Snow and |
| Avalanche Research SLF\", \"affiliation_02\": \"Climate Change, | | Avalanche Research SLF\", \"affiliation_02\": \"Climate Change, |
n | Extremes and Natural Hazards in Alpine Regions Research Center CERC, | n | Extremes and Natural Hazards in Alpine Regions Research Centre CERC, |
| 7260 Davos Dorf, Switzerland\", \"affiliation_03\": \"Department of | | 7260 Davos Dorf, Switzerland\", \"affiliation_03\": \"\", \"email\": |
| Ecology, Environment & Evolution at La Trobe University, Melbourne, | | \"lia.lechler@slf.ch\", \"given_name\": \"Lia\", \"identifier\": \"\", |
| Victoria, Australia\", \"email\": \"rixen@slf.ch\", \"given_name\": | | \"name\": \"Lechler\"}, {\"affiliation\": \"WSL Institute for Snow and |
| | | Avalanche Research SLF\", \"affiliation_02\": \"Climate Change, |
| | | Extremes and Natural Hazards in Alpine Regions Research Centre CERC, |
| | | 7260 Davos Dorf, Switzerland\", \"affiliation_03\": \"\", \"email\": |
| | | \"rixen@slf.ch\", \"given_name\": \"Christian\", \"identifier\": |
| | | \"0000-0002-2486-9988\", \"name\": \"Rixen\"}, {\"affiliation\": \"WSL |
| | | Institute for Snow and Avalanche Research SLF\", \"affiliation_02\": |
| | | \"Climate Change, Extremes and Natural Hazards in Alpine Regions |
| | | Research Centre CERC, 7260 Davos Dorf, Switzerland\", |
| | | \"affiliation_03\": \"\", \"email\": \"bebi@slf.ch\", \"given_name\": |
| \"Christian\", \"identifier\": \"0000-0002-2486-9988\", \"name\": | | \"Peter\", \"identifier\": \"0000-0001-8868-6569\", \"name\": |
| \"Rixen\"}, {\"affiliation\": \"Swiss Federal Research Institute | | \"Bebi\"}]", |
| WSL\", \"affiliation_02\": \"\", \"affiliation_03\": \"\", \"email\": | | |
| \"esther.frei@wsl.ch\", \"given_name\": \"Esther\", \"identifier\": | | |
| \"0000-0003-1910-7900\", \"name\": \"Frei\"}]", | | |
| "author_email": null, | | "author_email": null, |
| "creator_user_id": "2455b789-19a9-4789-b4fc-bb6a3c36dbbe", | | "creator_user_id": "2455b789-19a9-4789-b4fc-bb6a3c36dbbe", |
| "date": "[{\"date\": \"1975-01-01\", \"date_type\": \"collected\", | | "date": "[{\"date\": \"1975-01-01\", \"date_type\": \"collected\", |
| \"end_date\": \"2022-12-31\"}]", | | \"end_date\": \"2022-12-31\"}]", |
| "doi": "10.16904/envidat.396", | | "doi": "10.16904/envidat.396", |
| "funding": "[{\"grant_number\": \"\", \"institution\": \"ETH-Domain | | "funding": "[{\"grant_number\": \"\", \"institution\": \"ETH-Domain |
| ORD Program\", \"institution_url\": | | ORD Program\", \"institution_url\": |
| \"https://ethrat.ch/en/eth-domain/open-research-data/\"}]", | | \"https://ethrat.ch/en/eth-domain/open-research-data/\"}]", |
n | "groups": [], | n | "groups": [ |
| | | { |
| | | "description": "The European Long-term Treeline Ecosystem |
| | | Research (eLTER) site Stillberg, Switzerland, was established in 1975. |
| | | In almost 50 years, a wealth of ecological and environmental data was |
| | | collected. Datasets related to the Stillberg research site are listed |
| | | within this project and include (as of 24/04/2023): \r\n\r\n\u2022 |
| | | Long-term afforestation experiment at the Alpine treeline site |
| | | Stillberg, Switzerland\r\n\r\n\u2022 Long-term meteorological station |
| | | Stillberg, Davos, Switzerland at 2090 m a.s.l.\r\n\r\n\u2022 FACE: |
| | | Stillberg CO2 enrichment and soil warming study\r\n\r\n\u2022 |
| | | Nutrient addition experiment at the Alpine treeline site Stillberg, |
| | | Switzerland \r\n\r\n\u2022 G-TREE: Global Treeline Range Expansion |
| | | Experiment Davos, Switzerland\r\n\r\nIf you want to read more about |
| | | the Stillberg site, please follow these links:\r\n* |
| | | gsflaechen-gebirgsoekosysteme/versuchsaufforstung-stillberg.html>\r\n* |
| | | birgsoekosysteme/waldgrenzen/langzeitforschung-am-stillberg.html>\r\n* |
| | | <https://www.slf.ch/en/projects/stillbergdat.html>", |
| | | "display_name": "Treeline Research Stillberg Switzerland", |
| | | "id": "607c6f6e-1f07-44fd-8dad-7a4c8cc5715a", |
| | | "image_display_url": |
| | | LF/Versuchsanlagen_Labors/gebirgsoekosysteme/Stillberg/stillberg.png", |
| | | "name": "treeline-research-stillberg-switzerland", |
| | | "title": "Treeline Research Stillberg Switzerland" |
| | | } |
| | | ], |
| "id": "64667eef-ac6d-416c-b05b-1bbd9850fe18", | | "id": "64667eef-ac6d-416c-b05b-1bbd9850fe18", |
| "isopen": true, | | "isopen": true, |
| "language": "en", | | "language": "en", |
| "license_id": "odc-odbl", | | "license_id": "odc-odbl", |
| "license_title": "ODbL with Database Contents License (DbCL)", | | "license_title": "ODbL with Database Contents License (DbCL)", |
| "license_url": "https://opendefinition.org/licenses/odc-odbl", | | "license_url": "https://opendefinition.org/licenses/odc-odbl", |
n | "maintainer": "{\"affiliation\": \"Swiss Federal Research Institute | n | "maintainer": "{\"affiliation\": \"\", \"email\": \"bavay@slf.ch\", |
| WSL\", \"email\": \"esther.frei@wsl.ch\", \"given_name\": \"Esther\", | | \"given_name\": \"Mathias\", \"identifier\": \"\", \"name\": |
| \"identifier\": \"0000-0003-1910-7900\", \"name\": \"Frei\"}", | | \"Bavay\"}", |
| "maintainer_email": null, | | "maintainer_email": null, |
| "metadata_created": "2023-04-18T09:03:13.397091", | | "metadata_created": "2023-04-18T09:03:13.397091", |
n | "metadata_modified": "2023-04-25T07:17:33.219572", | n | "metadata_modified": "2023-09-12T06:21:05.945814", |
| "name": "meteo-stillberg", | | "name": "meteo-stillberg", |
n | "notes": "# Background information\r\n\r\n# Experimental | n | "notes": "# Background information\r\nThe Stillberg ecological |
| design\r\n\r\n# Data description\r\n\r\nAdd parameters and different | | treeline research site is located in the transition zone between the |
| station names here\r\n\r\n# | | relatively humid climate of the Northern Alps and the continental |
| Note\r\ntext.texttext.texttext.texttext.texttext.text", | | climate of the Central Alps. In 1975, 92,000 seedlings of the |
| | | high-elevation conifer species *Larix decidua* Mill. (European larch), |
| | | *Pinus cembra* L. (Cembran pine), and *Pinus mugo* ssp. *uncinata* |
| | | (DC.) Domin (mountain pine) were systematically planted across an area |
| | | of 5 hectares along an elevation gradient of about 150 metres, with |
| | | the aim to develop ecologically, technically, and economically |
| | | sustainable afforestation techniques at the treeline to reduce the |
| | | risk of snow avalanches. In the course of time, additional research |
| | | aspects gained importance, such as the ecology of the treeline ecotone |
| | | under global change. Alongside the ecological long-term monitoring of |
| | | the afforestation, several meteorological stations have recorded local |
| | | meteorological conditions at the Stillberg research site. Here, we |
| | | provide the Davos Stillberg meteorological timeseries of five stations |
| | | from 1975 (01-01-1975), the year of the afforestation establishment, |
| | | until the end of the year 2022 (31-12-2022).\r\n\r\n# Station |
| | | description\r\nThe five meteorological stations were all installed at |
| | | the same location (46\u00b046\u203225.015\u2033N |
| | | 9\u00b052\u203201.792\u2033E) at 2090 m a.s.l., in the lower part of |
| | | the afforestation area. In general, the five stations were operated |
| | | sequentially (Stillberg_meteo_metadata_stations_v1.csv). However, |
| | | there are some overlapping time periods when more than one station was |
| | | operated in parallel. The stations have recorded environmental |
| | | parameters, such as air and soil temperature, dew point temperature, |
| | | air pressure, relative humidity, wind direction and velocity, |
| | | radiation, precipitation, and snow depth |
| | | (Stillberg_meteo_metadata_parameters_v1.csv). The meteorological |
| | | measurements were recorded hourly from 1975 until 1996 and have been |
| | | recorded in 10-minute intervals since 1997.\r\n\r\n# Data |
| | | description\r\nWe processed the Davos Stillberg meteorological |
| | | timeseries with the MeteoIO meteorological data pre-processing library |
| | | (Bavay & Egger, 2014). Data files are provided for each station and |
| | | quality level separately and named according to the station (see |
| | | \u2018Stillberg_meteo_metadata_stations_v1.csv\u2019). From the raw |
| | | data in their original formats, we generated three data quality |
| | | levels: raw standardized (folder \u2018raw_standardized\u2019), edited |
| | | (folder \u2018raw_edited\u2019) and filtered (folder |
| | | \u2018filtered\u2019). The processing level is indicated in the |
| | | headers of the data files. The whole processing protocol is described |
| | | in a set of human-readable configuration files that are used by |
| | | MeteoIO to generate the required data quality levels. This improves |
| | | long-term reproducibility (Bavay et al., 2022), as the data could be |
| | | regenerated in the future, even using a completely different software, |
| | | to account for additional data points or to introduce new data |
| | | corrections. The first quality level (raw standardized) is generated |
| | | by parsing the original data files and interpreting them in order to |
| | | convert all data points to a common format and meteorological |
| | | parameter naming scheme, while excluding unreadable or duplicated data |
| | | lines. The generated data files are derivatives of CSV files, with a |
| | | standardised header that contains the metadata that are necessary to |
| | | interpret and use the data (use metadata) and to populate a data index |
| | | (search metadata). The latter is a textual implementation of the |
| | | Attribute Convention for Data Discovery (ACDD) metadata standard |
| | | (Attribute Convention for Data Discovery 1-3, 2022). The second |
| | | quality level (edited) builds on the raw data by performing low-level |
| | | data editing, such as removing some data periods that are known to be |
| | | unusable (often based on maintenance records or anecdotal evidence) or |
| | | applying undocumented calibration factors (for example, when there |
| | | seems to be an obvious offset on a measured parameter for a period |
| | | between two documented maintenance operations). The third quality |
| | | level is generated by applying statistical filters on the data (per |
| | | station and per meteorological parameter) to exclude presumably wrong |
| | | values. We did not perform gap filling, as no single strategy could be |
| | | relied upon that would work best for all possible data usage |
| | | scenarios.", |
| "num_resources": 1, | | "num_resources": 1, |
n | "num_tags": 7, | n | "num_tags": 12, |
| "organization": { | | "organization": { |
| "approval_status": "approved", | | "approval_status": "approved", |
| "created": "2016-11-15T17:00:55.703329", | | "created": "2016-11-15T17:00:55.703329", |
| "description": "Mountain ecosystems are characterized by harsh | | "description": "Mountain ecosystems are characterized by harsh |
| environmental conditions. These include often long lasting snow cover, | | environmental conditions. These include often long lasting snow cover, |
| short growing seasons and topographically related disturbances such as | | short growing seasons and topographically related disturbances such as |
| avalanches, rockfall or landslides.Mountain ecosystems and inhabiting | | avalanches, rockfall or landslides.Mountain ecosystems and inhabiting |
| animal and plant species are generally well adapted to these | | animal and plant species are generally well adapted to these |
| conditions. However, they may react sensitively to changes of climate, | | conditions. However, they may react sensitively to changes of climate, |
| land-use and disturbance regimes. Activities of the group focus on | | land-use and disturbance regimes. Activities of the group focus on |
| mountain ecosystems above and below the treeline (mountain forest, | | mountain ecosystems above and below the treeline (mountain forest, |
| alpine ecosystems) and represent links between ecosystem research of | | alpine ecosystems) and represent links between ecosystem research of |
| WSL and snow and avalanche topics of the SLF in | | WSL and snow and avalanche topics of the SLF in |
| Davos.\r\n\r\n__Further information__: | | Davos.\r\n\r\n__Further information__: |
| ganization/research-units/community-ecology/mountain-ecosystems.html", | | ganization/research-units/community-ecology/mountain-ecosystems.html", |
| "id": "f666a8d9-de8b-4dcf-b24f-45dd31937218", | | "id": "f666a8d9-de8b-4dcf-b24f-45dd31937218", |
| "image_url": "2018-07-10-090212.143084LogoWSL.svg", | | "image_url": "2018-07-10-090212.143084LogoWSL.svg", |
| "is_organization": true, | | "is_organization": true, |
| "name": "mountain-ecosystems", | | "name": "mountain-ecosystems", |
| "state": "active", | | "state": "active", |
| "title": "Mountain Ecosystems", | | "title": "Mountain Ecosystems", |
| "type": "organization" | | "type": "organization" |
| }, | | }, |
| "owner_org": "f666a8d9-de8b-4dcf-b24f-45dd31937218", | | "owner_org": "f666a8d9-de8b-4dcf-b24f-45dd31937218", |
| "private": false, | | "private": false, |
| "publication": "{\"publication_year\": \"2023\", \"publisher\": | | "publication": "{\"publication_year\": \"2023\", \"publisher\": |
| \"EnviDat\"}", | | \"EnviDat\"}", |
n | "publication_state": "pub_pending", | n | "publication_state": "approved", |
| "related_datasets": "EnviDat Project: Treeline Research Stillberg | | "related_datasets": "EnviDat Project: Treeline Research Stillberg |
| Switzerland | | Switzerland |
| https://www.envidat.ch/group/treeline-research-stillbergswitzerland>", | | https://www.envidat.ch/group/treeline-research-stillbergswitzerland>", |
n | "related_publications": "", | n | "related_publications": "Lechler, L.., Rixen, C., Bebi, P., Bavay, |
| | | M., Marty, M., Barbeito, I., Dawes, M.A., Hagedorn, F., Krumm, F., |
| | | M\u00f6hl, P., Schaub, M. & Frei, E.R. 2023. Fifty years of data |
| | | enhance the mechanistic understanding of ecological processes in |
| | | treeline ecotones under global change. In preparation.\r\n\r\nBavay, |
| | | M., Reisecker, M., Egger, T. & Korhammer, D. 2022. Inishell 2.0: |
| | | semantically driven automatic GUI generation for scientific models. |
| | | Geoscientific Model Development 15(2): 365-378. |
| | | https://doi.org/10.5194/gmd-15-365-2022\r\n\r\nBavay, M. & Egger, T. |
| | | 2014. MeteoIO 2.4.2: a preprocessing library for meteorological data. |
| | | Geoscientific Model Development 7(6): 3135-3151. |
| | | https://doi.org/10.5194/gmd-7-3135-2014\r\n\r\nSch\u00f6nenberger, W. |
| | | & Frey, W. 1988. Untersuchungen zur \u00d6kologie und Technik der |
| | | Hochlagenaufforstung. Forschungsergebnisse aus dem Lawinenanrissgebiet |
| | | Stillberg. Schweizerische Zeitschrift f\u00fcr Forstwesen |
| | | 139(9):735-820. |
| | | https://doi.org/10.5169/seals-766744\r\n\r\nSch\u00f6nenberger, W. |
| | | 1975. Standortseinfl\u00fcsse auf Versuchsaufforstungen an der alpinen |
| | | Waldgrenze (Stillberg, Davos), Eidg. Anst. forstl. Versuchswes. Mitt. |
| | | 51(4): 358-428. |
| | | https://www.dora.lib4ri.ch/wsl/islandora/object/wsl:13404", |
| "relationships_as_object": [], | | "relationships_as_object": [], |
| "relationships_as_subject": [], | | "relationships_as_subject": [], |
| "resource_type": "dataset", | | "resource_type": "dataset", |
| "resource_type_general": "dataset", | | "resource_type_general": "dataset", |
| "resources": [ | | "resources": [ |
| { | | { |
| "cache_last_updated": null, | | "cache_last_updated": null, |
| "cache_url": null, | | "cache_url": null, |
n | "created": "2023-04-25T07:17:33.075388", | n | "created": "2023-09-10T17:04:17.832295", |
| "description": "", | | "description": "The Davos Stillberg meteorological data |
| | | (Stillberg_meteo_v1.zip) consists of timeseries from five |
| | | meteorological stations operated at the Stillberg treeline ecological |
| | | research site. Metadata are provided in the folder |
| | | 'Stillberg_meteo_metadata' and the data in the folder |
| | | 'Stillberg_meteo_data' with subfolders for the three quality levels |
| | | 'raw_standardized', \u2018raw_edited\u2019, and |
| | | \u2018filtered\u2019.\r\n", |
| "doi": "", | | "doi": "", |
n | "format": "", | n | "format": "ZIP", |
| "hash": "", | | "hash": "", |
n | "id": "7e4f4133-a799-4aca-a497-e057adcff8c1", | n | "id": "590394ac-fb28-4033-8edf-42245f219cce", |
| "last_modified": null, | | "last_modified": "2023-09-12T05:40:53.679671", |
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| "mimetype": null, | | "mimetype": null, |
| "mimetype_inner": null, | | "mimetype_inner": null, |
n | "name": "", | n | "name": "Stillberg_meteo_v1", |
| "package_id": "64667eef-ac6d-416c-b05b-1bbd9850fe18", | | "package_id": "64667eef-ac6d-416c-b05b-1bbd9850fe18", |
| "position": 0, | | "position": 0, |
| "publication_state": "", | | "publication_state": "", |
n | "resource_size": "{\"size_units\": \"kb\", \"size_value\": | n | "resource_size": "{\"size_value\": \"68\", \"size_units\": |
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| "resource_type": null, | | "resource_type": null, |
n | "restricted": "{\"allowed_users\": \"\", \"level\": \"public\", | n | "restricted": "{\"level\": \"public\", \"allowed_users\": \"\", |
| \"shared_secret\": \"\"}", | | \"shared_secret\": \"\"}", |
n | "size": null, | n | "size": 69344042, |
| "state": "active", | | "state": "active", |
n | "url": "", | n | "url": |
| | | 590394ac-fb28-4033-8edf-42245f219cce/download/stillberg_meteo_v1.zip", |
| "url_type": null | | "url_type": "upload" |
| } | | } |
| ], | | ], |
| "spatial": "{\"type\": \"Point\", \"coordinates\": | | "spatial": "{\"type\": \"Point\", \"coordinates\": |
| [9.867160,46.773573]}", | | [9.867160,46.773573]}", |
| "spatial_info": "Switzerland, Davos ", | | "spatial_info": "Switzerland, Davos ", |
| "state": "active", | | "state": "active", |
| "subtitle": "", | | "subtitle": "", |
| "tags": [ | | "tags": [ |
| { | | { |
n | | n | "display_name": "AIR PRESSURE", |
| | | "id": "85df765e-4b7b-4594-9522-3d298830911c", |
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| "display_name": "AIR TEMPERATURE", | | "display_name": "AIR TEMPERATURE", |
| "id": "ba9c8c16-f908-4173-affa-f813f7f8cd13", | | "id": "ba9c8c16-f908-4173-affa-f813f7f8cd13", |
| "name": "AIR TEMPERATURE", | | "name": "AIR TEMPERATURE", |
| "state": "active", | | "state": "active", |
| "vocabulary_id": null | | "vocabulary_id": null |
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| { | | { |
n | | n | "display_name": "DEW POINT TEMPERATURE", |
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n | | n | "display_name": "STILLBERG", |
| | | "id": "c2c76437-998f-448b-bf13-febb575ec8d4", |
| | | "name": "STILLBERG", |
| | | "state": "active", |
| | | "vocabulary_id": null |
| | | }, |
| | | { |
| | | "display_name": "TREELINE", |
| | | "id": "b051ba82-e4d3-409c-a5a3-4b58637a9601", |
| | | "name": "TREELINE", |
| | | "state": "active", |
| | | "vocabulary_id": null |
| | | }, |
| | | { |
| "display_name": "WIND DIRECTION", | | "display_name": "WIND DIRECTION", |
| "id": "f98af1be-e278-4f8a-a480-68dbe175c350", | | "id": "f98af1be-e278-4f8a-a480-68dbe175c350", |
| "name": "WIND DIRECTION", | | "name": "WIND DIRECTION", |
| "state": "active", | | "state": "active", |
| "vocabulary_id": null | | "vocabulary_id": null |
| }, | | }, |
| { | | { |
| "display_name": "WIND SPEED", | | "display_name": "WIND SPEED", |
| "id": "3c4e47d5-a129-4c0b-a7ed-264926e3a908", | | "id": "3c4e47d5-a129-4c0b-a7ed-264926e3a908", |
| "name": "WIND SPEED", | | "name": "WIND SPEED", |
| "state": "active", | | "state": "active", |
| "vocabulary_id": null | | "vocabulary_id": null |
| } | | } |
| ], | | ], |
t | "title": "Long-term climate data from meteorological station | t | "title": "Long-term meteorological station Stillberg, Davos, |
| Stillberg, Davos, Switzerland at 2090 m a.s.l. (1975 - present)", | | Switzerland at 2090 m a.s.l.", |
| "type": "dataset", | | "type": "dataset", |
| "url": null, | | "url": null, |
| "version": "1.0" | | "version": "1.0" |
| } | | } |