de: Datenwürfel auf Deutsch

de: Heiratende Personen bei Jahr, Geschlecht, Staatsbürgerschaft und Staatsbürgerschaft des Partners

en: Marrying persons by sex, citizenship and partner's citizenship by Year, Sex, Citizenship and Partner's citizenship

de: Heiratende Personen nach Geschlecht, Staatsbürgerschaft und Staatsbürgerschaft des Partners seit 1999

en: Marrying persons by sex, age group, citizenship and partners citizenship since 1999


state: active

type: dataset

de: Datenwürfel auf Englisch

en: Data cube in English

media_type: text/html

format: HTML

de: Datenstruktur auf Deutsch

en: Data structure in German

media_type: application/json

format: JSON

en: Data cube in German

de: Datenstruktur auf Englisch

en: Data structure in English

de: Gebäude bei Jahr, Anzahl Wohneinheiten und Gemeinde

en: Buildings by Year, Number of housing units and Municipality

buildings-dwellings

display_name: buildings-dwellings

gebaude-wohnungen

display_name: gebaude-wohnungen

soci

fr: Population et société

de: Bevölkerung und Gesellschaft

en: Population and society

it: Popolazione e società

amt-fuer-statistik-fl

de: Amt für Statistik

en: Office of Statistics

en: The Office of Statistics is Liechtenstein's statistical information center. It provides the national and municipal authorities as well as the public with relevant, reliable and coherent statistical information on society, economy and environment in Liechtenstein.

de: Das Amt für Statistik ist das statistische Informationszentrum Liechtensteins. Es liefert den Landes- und Gemeindebehörden sowie der Öffentlichkeit relevante, zuverlässige und kohärente statistische Informationen zu Gesellschaft, Wirtschaft und Umwelt in Liechtenstein.

political_level: other

liechtenstein

capacity: public

type: organization

approval_status: approved

key: guid

key: uri

value: DCAT Harvester Amt für Statistik FL

de: Gebäude nach Anzahl Wohneinheiten und Gemeinde seit 2010

en: Buildings by number of dwellings and municipality since 2010


maintainer: Amt für Statistik

de: Einkommen (Steuerpflichtige Personen) bei Jahr, Altersklasse, Einkommen und Kennzahl

en: d Income (taxable persons) by Year, Age group, Income and Key figure

vermogens--und-einkommensverteilung

display_name: vermogens--und-einkommensverteilung

wealth-and-income-distribution

display_name: wealth-and-income-distribution

de: Einkommen (Steuerpflichtige Personen) nach Altersklasse seit 2020

en: d Income (taxable persons) by age group since 2020


de: Beschäftigte nach Jahr, Voll-/ Teilzeit, Wohnsitz, Arbeitsgemeinde und Geschlecht

en: Persons employed by Year, Part-/ full-time, Place of residence, Municipality of work and Sex

beschaftigung

display_name: beschaftigung

employment

display_name: employment

econ

fr: Économie et finances

de: Wirtschaft und Finanzen

en: Economy and finance

it: Economia e finanze

de: Beschäftigte nach Voll-/ Teilzeit, Wohnsitz, Arbeitsgemeinde und Geschlecht seit 2000

en: Persons employed by part-/ full-time, place of residence, municipality of work and sex since 2000


de: Hauptaggregate und -indikatoren der VGR 1998 - 2013 by Jahr and Aggregat / Indikator

en: Main aggregates and main indicators of national accounts 1998 - 2013 by Year and Aggregate / indicator

national-accounts

display_name: national-accounts

volkswirtschaftliche-gesamtrechnungen

display_name: volkswirtschaftliche-gesamtrechnungen


de: Datenwürfel auf Deutsch

de: Einbürgerungen im ordentlichen Verfahren bei Jahr, Heimatgemeinde und Geschlecht

en: Naturalisations by ordinary procedure by Year, Home municipality and Sex

einburgerungen

display_name: einburgerungen

naturalisations

display_name: naturalisations

intr

fr: Questions internationales

de: Internationale Themen

en: International issues

it: Tematiche internazionali

de: Einbürgerung im ordentlichen Verfahren nach Heimatgemeinde und Geschlecht seit 1970

en: Naturalisations by ordinary procedure by home municipality and sex since 1970


de: Datenwürfel auf Englisch

en: Data cube in English

de: Datenstruktur auf Deutsch

en: Data structure in German

de: Vollzeitäquivalente nach Jahr, Wirtschaftszweig, Heimat, Wohnland und Geschlecht

en: Full-time equivalents by Year, Economic activity, Citizenship, Country of residence and Sex

de: Vollzeitäquivalente nach Wirtschaftszweig, Heimat, Wohnland und Geschlecht seit 2008

en: Full-time equivalents by economic activity, citizenship, country of residence and sex since 2008


de: Datenstruktur auf Englisch

en: Data structure in English

en: Data cube in German

de: Migration nach Jahr, Richtung, Ausländerrechtliche Bewilligung, Geschlecht und Wohngemeinde bei Jahr, Richtung, Ausländerrechtliche Bewilligung, Geschlecht und Wohngemeinde

en: Migration by Year, Direction, Permits under the Foreigners Act, Sex and Municipality of residence by Year, Direction, Permits under the Foreigners Act, Sex and Municipality of residence

migration-binnenwanderung

display_name: migration-binnenwanderung

migration-internal-migration

display_name: migration-internal-migration

soci

de: Bevölkerung und Gesellschaft

en: Population and society

amt-fuer-statistik-fl

de: Amt für Statistik

de: Migration nach Richtung, ausländerrechtlicher Bewilligung, Geschlecht und Wohngemeinde seit 2011

en: Migration by direction, permits under the Foreigners Act, sex, and municipality of residence since 2011


de: Baukosten bei Bewilligungsquartal, Art der Bauwerke und Art der Arbeiten

en: 381.501 Construction costs by Year of approval, Type of buildings and Type of work

bautatigkeit

display_name: bautatigkeit

construction-activity

display_name: construction-activity

en: Office of Statistics

en: The Office of Statistics is Liechtenstein's statistical information center. It provides the national and municipal authorities as well as the public with relevant, reliable and coherent statistical information on society, economy and environment in Liechtenstein.

de: Das Amt für Statistik ist das statistische Informationszentrum Liechtensteins. Es liefert den Landes- und Gemeindebehörden sowie der Öffentlichkeit relevante, zuverlässige und kohärente statistische Informationen zu Gesellschaft, Wirtschaft und Umwelt in Liechtenstein.

de: Baukosten nach Art der Bauwerke und Art der Arbeiten seit 2015

en: 381.501 Construction costs by type of buildings and type of work since 2015


de: Alle Beherbergungsarten bei Jahr, Kennzahl, Herkunftsland und Monat

en: All types of accommodation by Year, Key figure, Country of residence and Month

tourism

display_name: tourism

tourismus

display_name: tourismus

econ

de: Wirtschaft und Finanzen

en: Economy and finance

de: Alle Beherbergungsarten - Gästeankünfte, Logiernächte und Aufenthaltsdauer nach Herkunftsland und Monat seit 2012

en: All types of accommodation - Arrivals, nights spent and length of stay by country of residence and month since 2012


de: Datenwürfel auf Deutsch

de: Migration bei Jahr, Richtung, Staatsbürgerschaft, Geschlecht und Altersklasse

en: Migration by Year, Direction, Citizenship, Sex and Age group by Year, Direction, Citizenship, Sex and Age group

intr

de: Internationale Themen

en: International issues

de: Migration nach Richtung, Staatsbürgerschaft, Geschlecht und Altersklasse seit 2011

en: Migration by direction, citizenship and age group since 2011


de: Datenwürfel auf Englisch

en: Data cube in English

de: Datenstruktur auf Deutsch

en: Data structure in German

de: Produktionskonto zu laufenden Preisen 2013 - 2016 bei Jahr, Transaktion und Wirtschaftsbereich

en: Production account at current prices 2013 - 2016 by Year, Transaction and Economic activity

de: Produktionskonto zu laufenden Preisen 2013 - 2016 nach Wirtschaftsbereich

en: Production account at current prices 2013 - 2016 by economic activity


en: Data cube in German

de: Datenstruktur auf Englisch

en: Data structure in English

de: Einzelbasis - Bilanz- und Kundenpositionen bei Jahr, Bilanzposition und Domizil

en: Individual basis - Balance sheet and client positions by Year, Balance sheet item and Domicile

banken

display_name: banken

banking-institutions

display_name: banking-institutions

de: Einzelbasis - Bilanz- und Kundenpositionen nach Domizil seit 2017

en: Individual basis - Balance sheet and client positions by domicile since 2017


de: Indikatoren der Sterblichkeit bei Jahr und Kennzahl

en: Mortality Indicators by Year and Key figure

births-deaths

display_name: births-deaths

geburten-todesfalle

display_name: geburten-todesfalle

soci

de: Bevölkerung und Gesellschaft

en: Population and society

amt-fuer-statistik-fl

de: Amt für Statistik

en: Office of Statistics

de: Indikatoren der Sterblichkeit seit 1999

en: Mortality Indicators since 1999


de: Einzelbasis - Nachrangige Bilanzpositionen bei Jahr, Nachrangige Bilanzposition und Domizil

en: Individual basis - Subordinated balance sheet items by Year, Subordinated balance sheet item and Domicile

econ

de: Wirtschaft und Finanzen

en: Economy and finance

en: The Office of Statistics is Liechtenstein's statistical information center. It provides the national and municipal authorities as well as the public with relevant, reliable and coherent statistical information on society, economy and environment in Liechtenstein.

de: Das Amt für Statistik ist das statistische Informationszentrum Liechtensteins. Es liefert den Landes- und Gemeindebehörden sowie der Öffentlichkeit relevante, zuverlässige und kohärente statistische Informationen zu Gesellschaft, Wirtschaft und Umwelt in Liechtenstein.

de: Einzelbasis - Nachrangige Bilanzpositionen nach Domizil seit 2017

en: Individual basis - Subordinated balance sheet items by domicile since 2017


de: Datenwürfel auf Deutsch

de: Erstzugelassene Personenwagen bei Jahr, Marke, Treibstoffart und Monat

en: Passenger cars registered for the first time by Year, Make, Type of fuel and Month

fahrzeug-erstzulassungen

display_name: fahrzeug-erstzulassungen

mobility-and-transport

display_name: mobility-and-transport

tran

fr: Transports

de: Verkehr

en: Transport

it: Trasporti

de: Erstzugelassene Personenwagen nach Marke, Treibstoffart und Monat

en: Passenger cars registered for the first time by make, type of fuel and month


de: Datenstruktur auf Deutsch

en: Data structure in German

de: Datenwürfel auf Englisch

en: Data cube in English

de: Einkommen (Privathaushalte) bei Jahr, Haushaltsgrösse, Einkommen und Kennzahl

en: Income (private households) by Year, Household size, Income and Key figure

vermogens--und-einkommensverteilung

display_name: vermogens--und-einkommensverteilung

wealth-and-income-distribution

display_name: wealth-and-income-distribution

de: Einkommen (Privathaushalte) nach Haushaltsgrösse seit 2020

en: Income (private households) by households size since 2020


en: Data cube in German

de: Datenstruktur auf Englisch

en: Data structure in English

de: Einbürgerungen bei Jahr, Wohnsitz und Einbürgerungsart

en: Naturalisations by Year, Residence and Type of naturalisation

intr

de: Internationale Themen

en: International issues

de: Einbürgerungen nach Einbürgerungsart und Wohnsitz seit 1970

en: Naturalisations by type of naturalisation and place of residence since 1970


de: Bestand der Asylbewerber, vorläufig Aufgenommenen und Personen mit Schutzstatus nach Jahr, Staatsbürgerschaft, Geschlecht und Wohngemeinde bei Jahr, Staatsbürgerschaft, Geschlecht, Bewilligungstyp und Wohngemeinde

en: Number of Asylum applications, Provisionally accepted applicants and Persons in need of protection by Year, Citizenship, Sex and Municipality of residence by Year, Citizenship, Sex, Type of authorization and Municipality of residence

asylum

display_name: asylum

asylwesen

display_name: asylwesen

soci

de: Bevölkerung und Gesellschaft

en: Population and society

amt-fuer-statistik-fl

de: Amt für Statistik

en: Office of Statistics

de: Bestand der Asylbewerber und vorläufig Aufgenommenen nach Staatsbürgerschaft, Geschlecht und Wohngemeinde seit 2014

en: Number of asylum applications and provisionally accepted applicants by citizenship, sex and municipality of residence since 2014


de: Betriebe bei Jahr, Flächenkategorie und Grössenklasse | Zone | Region | Gemeinde

en: Holdings by Year, Area category and Size class | zone | region | municipality

agriculture

display_name: agriculture

landwirtschaft

display_name: landwirtschaft

agri

fr: Agriculture, pêche, sylviculture et alimentation

de: Landwirtschaft, Fischerei, Forstwirtschaft und Nahrungsmittel

en: Agriculture, fisheries, forestry and food

it: Agricoltura, pesca, silvicoltura e prodotti alimentari

econ

de: Wirtschaft und Finanzen

en: Economy and finance

en: The Office of Statistics is Liechtenstein's statistical information center. It provides the national and municipal authorities as well as the public with relevant, reliable and coherent statistical information on society, economy and environment in Liechtenstein.

de: Das Amt für Statistik ist das statistische Informationszentrum Liechtensteins. Es liefert den Landes- und Gemeindebehörden sowie der Öffentlichkeit relevante, zuverlässige und kohärente statistische Informationen zu Gesellschaft, Wirtschaft und Umwelt in Liechtenstein.

de: Betriebe nach Flächenkategorie, Grössenklasse, Zone, Region, Gemeinde seit 2005

en: Holdings by area category, size class, zone, region and municipality since 2005


en: Data cube in English

de: Datenwürfel auf Deutsch

de: Datenstruktur auf Deutsch

en: Data structure in German

de: Demografische Indikatoren nach Szenario, Kennzahl und Jahr

en: Demographic indicators by Scenario, Indicator and Year

bevolkerungsszenarien

display_name: bevolkerungsszenarien

population-scenarios

display_name: population-scenarios

de: Demografische Indikatoren nach Szenario und Kennzahl von 2023 bis 2060

en: Demographic indicators by Scenario and Indicator from 2023 to 2060


en: Data cube in German

de: Datenstruktur auf Englisch

en: Data structure in English

de: Datenwürfel auf Englisch

de: Wohneinheiten nach Stichtag, Belegungsstatus, Zimmerzahl, Wohnungsfläche, Gebäudeart und Gemeinde

en: Housing units by Reference date, Occupancy status, Number of rooms, Useful floor space, Type of building and Municipality

buildings-dwellings

display_name: buildings-dwellings

gebaude-wohnungen

display_name: gebaude-wohnungen

de: Wohneinheiten nach Belegungsstatus, Zimmerzahl, Wohnungsfläche, Gebäudeart und Gemeinde

en: Housing units by occupancy status, number of rooms, useful floor space, type of building and municipality


de: Erstzugelassene Fahrzeuge bei Jahr, Fahrzeuggruppe und Emissionscode gemäss EU

en: Vehicles registered for the first time by Year, Vehicle group and Emission code as per EU definition

tran

de: Verkehr

en: Transport

de: Erstzugelassene Fahrzeuge nach Fahrzeuggruppe und Emissionscode gemäss EU

en: Vehicles registered for the first time by vehicle group and emission code as per EU definition


de: Beschäftigte nach Jahr, Voll- /Teilzeit, Wohnsitz, Altersklasse und Geschlecht

en: Persons employed by Year, Part-/full-time, Place of residence, Age group and Sex

beschaftigung

display_name: beschaftigung

employment

display_name: employment

amt-fuer-statistik-fl

de: Amt für Statistik

en: Office of Statistics

de: Beschäftigte nach Voll-/ Teilzeit, Wohnsitz, Altersklasse und Geschlecht seit 2008

en: Persons employed by part-/ full-time, place of residence, age group and sex since 2008


de: Wertstoffe bei Jahr und Wertstoffkategorie

en: Recyclable materials by Year and Recyclable material category

abfall

display_name: abfall

waste

display_name: waste

envi

fr: Environnement

de: Umwelt

en: Environment

it: Ambiente

de: Wertstoffe nach Wertstoffkategorie seit 1985

en: Recyclable materials by recyclable material category since 1985


en: Data cube in English

de: Datenwürfel auf Deutsch

de: Bevölkerung nach Szenario, Heimat, Geschlecht, Fünfjahresklasse und Jahr

en: Population by Scenario, Citizenship, Sex, five-year age group and Year

soci

de: Bevölkerung und Gesellschaft

en: Population and society

amt-fuer-statistik-fl

en: The Office of Statistics is Liechtenstein's statistical information center. It provides the national and municipal authorities as well as the public with relevant, reliable and coherent statistical information on society, economy and environment in Liechtenstein.

de: Das Amt für Statistik ist das statistische Informationszentrum Liechtensteins. Es liefert den Landes- und Gemeindebehörden sowie der Öffentlichkeit relevante, zuverlässige und kohärente statistische Informationen zu Gesellschaft, Wirtschaft und Umwelt in Liechtenstein.

de: Bevölkerung nach Szenario, Heimat, Geschlecht und Fünfjahresklasse von 2023 bis 2060

en: Population by Scenario, Citizenship, Sex and five-year age group from 2023 to 2060


de: Datenwürfel auf Englisch

en: Data cube in German

de: Datenstruktur auf Deutsch

en: Data structure in German

de: Datenstruktur auf Englisch

en: Data structure in English

de: Erstzugelassene Motorräder (nur Fahrzeugart 'Motorrad') bei Jahr, Karosserie, Hubraumklasse, Marke und Monat

en: Motorcycles (type of vehicle 'motorcycle' only) registered for the first time by Year, Motorcycle, Engine capacity, Make and Month

de: Erstzugelassene Motorräder (nur Fahrzeugart 'Motorrad') nach Karosserie, Hubraumklasse, Marke und Monat

en: Motorcycles (type of vehicle 'motorcycle' only) registered for the first time by type of body, engine capacity, make and month


de: Erleichterte Einbürgerung infolge Eheschliessung bei Jahr, Vormalige Staatsbürgerschaft und Geschlecht

en: Facilitated naturalisation due to marriage by Year, Former citizenship and Sex

einburgerungen

display_name: einburgerungen

naturalisations

display_name: naturalisations

intr

de: Internationale Themen

en: International issues

de: Erleichterte Einbürgerung infolge Eheschliessung nach vormaliger Staatsbürgerschaft und Geschlecht seit 1987

en: Facilitated naturalisation due to marriage by former citizenship and sex since 1987


de: Milchproduktion bei Jahr und Gemeinde

en: Milk production by Year and Municipality

agri

de: Landwirtschaft, Fischerei, Forstwirtschaft und Nahrungsmittel

en: Agriculture, fisheries, forestry and food

econ

de: Wirtschaft und Finanzen

en: Economy and finance

amt-fuer-statistik-fl

de: Amt für Statistik

en: Office of Statistics

de: Milchproduktion nach Gemeinde seit 2020

en: Milk production by municipality since 2020


en: Data cube in English

de: Datenwürfel auf Deutsch

de: Monatlicher Bruttolohn nach Jahr, Wohnort, Geschlecht und Kennzahl

en: Gross monthly wage by Year, Municipality of residence, Sex and Key figure

lohne

display_name: lohne

wages

display_name: wages

de: Monatlicher Bruttolohn nach Wohnort und Geschlecht

en: Gross monthly wage by municipality of residence and sex


de: Durchschnittlicher Bruttomietpreis nach Stichtag, Wohnungsfläche und Gemeinde

en: Average gross rent by Reference date, Useful floor space and Municipality

mietpreise

display_name: mietpreise

rental-prices

display_name: rental-prices

amt-fuer-statistik-fl

en: The Office of Statistics is Liechtenstein's statistical information center. It provides the national and municipal authorities as well as the public with relevant, reliable and coherent statistical information on society, economy and environment in Liechtenstein.

de: Das Amt für Statistik ist das statistische Informationszentrum Liechtensteins. Es liefert den Landes- und Gemeindebehörden sowie der Öffentlichkeit relevante, zuverlässige und kohärente statistische Informationen zu Gesellschaft, Wirtschaft und Umwelt in Liechtenstein.

de: Durchschnittlicher Bruttomietpreis nach Wohnungsfläche und Gemeinde

en: Average gross rent by useful floor space and municipality


de: Datenstruktur auf Englisch

en: Data structure in English

de: Datenwürfel auf Englisch

de: Datenstruktur auf Deutsch

en: Data structure in German

en: Data cube in German

de: Ehescheidungen von Männern bei Jahr und Ehedauer

en: Divorces of males by Year and Duration of marriage

ehen-partnerschaften

display_name: ehen-partnerschaften

marriages-partnerships

display_name: marriages-partnerships

soci

de: Bevölkerung und Gesellschaft

en: Population and society

de: Ehescheidungen von Männern nach Ehedauer seit 1999

en: Divorces of men by duration of marriage since 1999


de: Bevölkerungsbilanz nach Szenario, Kennzahl und Jahr

en: Population changes by Scenario, Indicator and Year

de: Bevölkerungsbilanz nach Szenario und Kennzahl von 2023 bis 2060

en: Population changes by Scenario and Indicator from 2023 to 2060


de: Erwerbstätige Bevölkerung nach Stichtag, Hauptverkehrsmittel, Zeitbedarf, Arbeitsweghäufigkeit und Wohngemeinde

en: Population in gainful employment by Reference date, Main mean of transport, Commuting time, Commuting frequency and Municipality of residence

passenger-transport

display_name: passenger-transport

personenverkehr

display_name: personenverkehr

tran

de: Verkehr

en: Transport

de: Erwerbstätige Bevölkerung nach Hauptverkehrsmittel für den Arbeitsweg, Zeitbedarf, Arbeitsweghäufigkeit und Wohngemeinde

en: Population in gainful employment by main mean of transport to work, commuting time, commuting frequency and municipality of residence


de: Datenwürfel auf Deutsch

en: Data cube in English

de: Bevölkerung nach Szenario, Heimat, Geschlecht, Alter und Jahr

en: Population by Scenario, Citizenship, Sex, Age and Year

bevolkerungsszenarien

display_name: bevolkerungsszenarien

population-scenarios

display_name: population-scenarios

amt-fuer-statistik-fl

de: Amt für Statistik

en: Office of Statistics

de: Bevölkerung nach Szenario, Heimat, Geschlecht und Alter von 2023 bis 2060

en: Population by Scenario, Citizenship, Sex and Age from 2023 to 2060


de: Einzelbasis - Bilanz (Aktiven) bei Jahr, Aktiven und Fälligkeit

en: Individual basis - Balance sheet (assets) by Year, Assets and Maturity

banken

display_name: banken

banking-institutions

display_name: banking-institutions

econ

de: Wirtschaft und Finanzen

en: Economy and finance

en: The Office of Statistics is Liechtenstein's statistical information center. It provides the national and municipal authorities as well as the public with relevant, reliable and coherent statistical information on society, economy and environment in Liechtenstein.

de: Das Amt für Statistik ist das statistische Informationszentrum Liechtensteins. Es liefert den Landes- und Gemeindebehörden sowie der Öffentlichkeit relevante, zuverlässige und kohärente statistische Informationen zu Gesellschaft, Wirtschaft und Umwelt in Liechtenstein.

de: Einzelbasis - Bilanz (Aktiven) nach Fälligkeit seit 2017

en: Individual basis - Balance sheet (assets) by maturity since 2017


de: Datenstruktur auf Deutsch

en: Data structure in German

de: Datenstruktur auf Englisch

en: Data structure in English

de: Datenwürfel auf Englisch

en: Data cube in German

de: Heiratende Personen bei Jahr, Geschlecht, Wohngemeinde und Wohnsitz des Partners

en: Marrying persons by Year, Sex, Municipality of residence and Partner's residence

de: Heiratende Personen nach Geschlecht, Wohngemeinde und Wohnsitz des Partners seit 1999

en: Marrying persons by sex, municipality of residence and partners residence since 1999


de: Erwerbstätige nichtständige Bevölkerung nach Jahr, Wirtschaftszweig, Altersklasse und Geschlecht

en: Non-permanent resident population in gainful employment by Year, Economic activity, Age group and Sex

erwerbstatigkeit

display_name: erwerbstatigkeit

population-in-gainful-employment

display_name: population-in-gainful-employment

de: Erwerbstätige nichtständige Bevölkerung nach Wirtschaftszweig, Altersklasse und Geschlecht seit 2006

en: Non-permanent resident population in gainful employment by economic activity, age group and sex since 2006


de: Obligatorische Krankenpflegeversicherung - Staatsbeiträge in CHF nach Jahr und Empfänger

en: Compulsory health care insurance - General government contributions in CHF by Year and Recipient

health-insurers

display_name: health-insurers

krankenversicherer

display_name: krankenversicherer

heal

fr: Santé

de: Gesundheit

en: Health

it: Salute

de: Obligatorische Krankenpflegeversicherung - Staatsbeiträge in CHF nach Empfänger seit 2001

en: Compulsory health care insurance - General government contributions in CHF by recipient since 2001


en: Data cube in English

de: Datenwürfel auf Deutsch

de: Erleichterte Einbürgerung infolge Eheschliessung bei Jahr, Heimatgemeinde und Geschlecht

en: Facilitated naturalisation due to marriage by Year, Home municipality and Sex

einburgerungen

display_name: einburgerungen

naturalisations

display_name: naturalisations

soci

de: Bevölkerung und Gesellschaft

en: Population and society

intr

de: Internationale Themen

en: International issues

de: Erleichterte Einbürgerung infolge Eheschliessung nach Heimatgemeinde und Geschlecht seit 1987

en: Facilitated naturalisation due to marriage by home municipality and sex since 1987


de: Migration von Erwerbstätigen nach Jahr, Richtung, Wirtschaftszweig und Geschlecht bei Jahr, Richtung, Wirtschaftszweig und Geschlecht

en: Migration of employed persons by Year, Direction, Economic activity and Sex by Year, Direction, Economic activity and Sex

migration-binnenwanderung

display_name: migration-binnenwanderung

migration-internal-migration

display_name: migration-internal-migration

amt-fuer-statistik-fl

de: Amt für Statistik

en: Office of Statistics

en: The Office of Statistics is Liechtenstein's statistical information center. It provides the national and municipal authorities as well as the public with relevant, reliable and coherent statistical information on society, economy and environment in Liechtenstein.

de: Das Amt für Statistik ist das statistische Informationszentrum Liechtensteins. Es liefert den Landes- und Gemeindebehörden sowie der Öffentlichkeit relevante, zuverlässige und kohärente statistische Informationen zu Gesellschaft, Wirtschaft und Umwelt in Liechtenstein.

de: Migration von Erwerbstätigen nach Richtung, Wirtschaftszweig und Geschlecht seit 2012

en: Migration of employed persons by direction, economic activity and sex since 2012


en: Data cube in German

de: Datenwürfel auf Englisch

de: Datenstruktur auf Englisch

en: Data structure in English

de: Datenstruktur auf Deutsch

en: Data structure in German

de: Personentransportfahrzeugbestand nach Stichtag, Karosserie, Marke, Anzahl Sitzplätze und Altersklasse (Jahre)

en: Licensed passenger vehicles by Reference date, Type of body, Make, Number of seats and Age category (years)

fahrzeugbestand

display_name: fahrzeugbestand

licensed-vehicles

display_name: licensed-vehicles

tran

de: Verkehr

en: Transport

de: Personentransportfahrzeugbestand nach Karosserie, Marke, Anzahl Sitzplätze und Altersklasse seit 2015

en: Licensed passenger vehicles by type of body, make, number of seats and age category since 2015


de: Arbeitslosenentschädigung bei Jahr und Kategorie

en: Unemployment compensation by Year and Category

arbeitslosigkeit

display_name: arbeitslosigkeit

unemployment

display_name: unemployment

econ

de: Wirtschaft und Finanzen

en: Economy and finance

de: Arbeitslosenentschädigung nach Kategorie seit 2005

en: Unemployment compensation by category since 2005


en: Data cube in English

de: Datenwürfel auf Deutsch

de: Hotellerie bei Jahr, Kennzahl und Monat

en: Hotels and similar accommodation by Year, Key figure and Month

tourism

display_name: tourism

tourismus

display_name: tourismus

de: Hotellerie - Kennzahlen nach Monat seit 2008

en: Hotels and similar accommodation - Key data by month since 2008


de: Baukosten (in Mio. CHF) bei Bewilligungsjahr, Kategorie der Bauwerke und Gebiet

en: Construction costs (in million CHF) by Year of approval, Building categories and Region

bautatigkeit

display_name: bautatigkeit

construction-activity

display_name: construction-activity

de: Baukosten nach Kategorie der Bauwerke seit 2010

en: Construction costs (in million CHF) by building categories and region since 2010


de: Produktionskonto zu laufenden Preisen 1998 - 2013 nach Jahr, Transaktion und Wirtschaftsbereich

en: Production account at current prices 1998 - 2013 by Year, Transaction and Economic activity

national-accounts

display_name: national-accounts

volkswirtschaftliche-gesamtrechnungen

display_name: volkswirtschaftliche-gesamtrechnungen

amt-fuer-statistik-fl

de: Amt für Statistik

en: Office of Statistics

de: Produktionskonto zu laufenden Preisen 1998 – 2013 nach Wirtschaftsbereich

en: Production account at current prices 1998 - 2013 by economic activity


de: Datenwürfel auf Englisch

en: Data cube in German

de: Nutztiere gesömmert bei Jahr, Tierkategorie und Grössenklasse | Zone | Region

en: Livestock summered by Year, Animal category and Size class | zone | region

agriculture

display_name: agriculture

landwirtschaft

display_name: landwirtschaft

agri

de: Landwirtschaft, Fischerei, Forstwirtschaft und Nahrungsmittel

en: Agriculture, fisheries, forestry and food

en: The Office of Statistics is Liechtenstein's statistical information center. It provides the national and municipal authorities as well as the public with relevant, reliable and coherent statistical information on society, economy and environment in Liechtenstein.

de: Das Amt für Statistik ist das statistische Informationszentrum Liechtensteins. Es liefert den Landes- und Gemeindebehörden sowie der Öffentlichkeit relevante, zuverlässige und kohärente statistische Informationen zu Gesellschaft, Wirtschaft und Umwelt in Liechtenstein.

de: Nutztiere gesömmert nach Tierkategorie, Grössenklasse, Zone und Region seit 2005

en: Livestock summered by animal category, size class, zone and region since 2005


de: Datenstruktur auf Deutsch

en: Data structure in German

de: Datenstruktur auf Englisch

en: Data structure in English

de: Einbürgerungen im ordentlichen Verfahren bei Jahr, Vormalige Staatsbürgerschaft und Geschlecht

en: Naturalisations by ordinary procedure by Year, Former citizenship and Sex

soci

de: Bevölkerung und Gesellschaft

en: Population and society

intr

de: Internationale Themen

en: International issues

de: Einbürgerung im ordentlichen Verfahren nach vormaliger Staatsbürgerschaft und Geschlecht seit 1988

en: Naturalisations by ordinary procedure by former citizenship and sex since 1988


de: Datenwürfel auf Deutsch

en: Data cube in English

de: Einzelbasis - Bilanz (Passiven) bei Jahr, Passiven und Fälligkeit

en: Individual basis - Balance sheet (liabilities) by Year, Liabilities and Maturity

banken

display_name: banken

banking-institutions

display_name: banking-institutions

econ

de: Wirtschaft und Finanzen

en: Economy and finance

de: Einzelbasis - Bilanz (Passiven) nach Fälligkeit seit 2017

en: Individual basis - Balance sheet (liabilities) by maturity since 2017


de: Arbeitslosenquote in % bei Jahr, Altersklasse, Geschlecht und Monat

en: Unemployment rate in % by Year, Age group, Sex and Month

amt-fuer-statistik-fl

de: Amt für Statistik

en: Office of Statistics

de: Arbeitslosenquote in % nach Altersklasse, Geschlecht und Monat seit 2006

en: Unemployment rate in % by age group, sex and month since 2006


en: Data cube in German

de: Datenwürfel auf Englisch

de: Gebäude nach Stichtag, Bauperiode, Heizungsart, Energieträger der Heizung und Gemeinde

en: Buildings by Reference date, Construction period, Type of heating, Type of energy for heating and Municipality

buildings-dwellings

display_name: buildings-dwellings

gebaude-wohnungen

display_name: gebaude-wohnungen

de: Gebäude nach Bauperiode, Heizungsart, Energieträger der Heizung und Gemeinde

en: Buildings by construction period, type of heating, type of energy for heating and municipality


de: Prämienverbilligungen nach Jahr, Altersgruppe, Geschlecht und Einheit bei Jahr, Altersgruppe, Geschlecht und Einheit

en: Premium reductions by Year, Age group, Sex and Unit

social-benefits

display_name: social-benefits

sozialleistungen

display_name: sozialleistungen

amt-fuer-statistik-fl

en: The Office of Statistics is Liechtenstein's statistical information center. It provides the national and municipal authorities as well as the public with relevant, reliable and coherent statistical information on society, economy and environment in Liechtenstein.

de: Das Amt für Statistik ist das statistische Informationszentrum Liechtensteins. Es liefert den Landes- und Gemeindebehörden sowie der Öffentlichkeit relevante, zuverlässige und kohärente statistische Informationen zu Gesellschaft, Wirtschaft und Umwelt in Liechtenstein.

de: Prämienverbilligungen nach Altersgruppe und Geschlecht seit 2001

en: Premium reductions by age group and sex since 2001


de: Datenstruktur auf Englisch

en: Data structure in English

de: Datenstruktur auf Deutsch

en: Data structure in German

de: Sachentransportfahrzeugbestand nach Stichtag, Fahrzeugart, Marke, Anzahl Achsen und Altersklasse (Jahre)

en: Licensed goods vehicles by Reference date, Type of vehicle, Make, Number of axles and Age category (years)

fahrzeugbestand

display_name: fahrzeugbestand

licensed-vehicles

display_name: licensed-vehicles

tran

de: Verkehr

en: Transport

de: Sachentransportfahrzeugbestand nach Fahrzeugart, Marke, Anzahl Achsen und Altersklasse seit 2015

en: Licensed goods vehicles by type of vehicle, make, number of axles and age category since 2015


de: Datenwürfel auf Deutsch

en: Data cube in English

de: Obligatorische Krankenpflegeversicherung - Bruttoleistungen in CHF und CHF pro Person nach Jahr, Einheit und Kategorie

en: Compulsory health care insurance - Gross expenditure in CHF and CHF per capita by Year, Unit and Category

health-insurers

display_name: health-insurers

krankenversicherer

display_name: krankenversicherer

heal

de: Gesundheit

en: Health

de: Obligatorische Krankenpflegeversicherung - Bruttoleistungen in CHF und CHF pro Person nach Kategorie seit 2004

en: Compulsory health care insurance - Gross expenditure in CHF and CHF per capita by category since 2004


de: Verleihung des Landesbürgerrechts aufgrund StGH-Urteil bei Jahr, Wohnsitz und Altersklasse

en: Granting of national citizenship on the basis of the Constitutional Court ruling by Year, Place of residence and Age group

einburgerungen

display_name: einburgerungen

naturalisations

display_name: naturalisations

soci

de: Bevölkerung und Gesellschaft

en: Population and society

intr

de: Internationale Themen

en: International issues

amt-fuer-statistik-fl

de: Amt für Statistik

en: Office of Statistics

de: Verleihung des Landesbürgerrechts aufgrund StGH-Urteil nach Wohnsitz und Altersklasse seit 1997

en: Granting of national citizenship on the basis of the Constitutional Court ruling by place of residence and age group since 1997


de: Datenwürfel auf Englisch

en: Data cube in German

de: Vermögenspositionen (Privathaushalte) bei Jahr, Kennzahl und Vermögensposition

en: Wealth positions (private households) by Year, Key figure and Wealth positions

vermogens--und-einkommensverteilung

display_name: vermogens--und-einkommensverteilung

wealth-and-income-distribution

display_name: wealth-and-income-distribution

de: Vermögenspositionen (Privathaushalte) seit 2020

en: Wealth positions (private households) since 2020


de: Datenstruktur auf Englisch

en: Data structure in English

de: Vermögenspositionen (Steuerpflichtige Personen) bei Jahr, Kennzahl und Vermögensposition

en: Wealth positions (taxable persons) by Year, Key figure and Wealth positions

amt-fuer-statistik-fl

en: The Office of Statistics is Liechtenstein's statistical information center. It provides the national and municipal authorities as well as the public with relevant, reliable and coherent statistical information on society, economy and environment in Liechtenstein.

de: Das Amt für Statistik ist das statistische Informationszentrum Liechtensteins. Es liefert den Landes- und Gemeindebehörden sowie der Öffentlichkeit relevante, zuverlässige und kohärente statistische Informationen zu Gesellschaft, Wirtschaft und Umwelt in Liechtenstein.

de: Vermögenspositionen (Steuerpflichtige Personen) seit 2020

en: Wealth positions (taxable persons) since 2020


de: Datenstruktur auf Deutsch

en: Data structure in German

de: Alle Versicherungsarten - Betriebsrechnung in CHF nach Jahr, Kennzahl und Versicherungsart

en: All types of insurance - Profit and loss accounts in CHF by Year, Key figure and Type of insurance

econ

de: Wirtschaft und Finanzen

en: Economy and finance

de: Alle Versicherungsarten - Betriebsrechnung in CHF nach Kennzahl und Versicherungsart seit 2001

en: All types of insurances - Profit and loss accounts in CHF by key figure and type of insurance since 2001


de: Datenwürfel auf Deutsch

de: Lernende aus Liechtenstein nach Jahr, Lehrbetriebsland, Bildungsfeld, Geschlecht und Lehrjahr

duale-ausbildung

display_name: duale-ausbildung

educ

fr: Éducation, culture et sport

de: Bildung, Kultur und Sport

en: Education, culture and sport

it: Istruzione, cultura e sport

de: Lernende aus Liechtenstein nach Lehrbetriebsland, Bildungsfeld, Lehrjahr und Geschlecht seit 2014/2015


en: Data cube in English

de: Lebendgeborene bei Staatsbürgerschaft der Mutter und Jahr

en: Live births by Mother's citizenship and Year

births-deaths

display_name: births-deaths

geburten-todesfalle

display_name: geburten-todesfalle

soci

de: Bevölkerung und Gesellschaft

amt-fuer-statistik-fl

de: Amt für Statistik

de: Lebendgeborene nach Staatsbürgerschaft der Mutter seit 1999

en: Live births by mothers citizenship since 1999


de: Datenwürfel auf Englisch

de: Landwirtschaftsfahrzeugbestand nach Stichtag, Fahrzeugart, Marke, Gesamtgewichtsklasse und Altersklasse (Jahre)

en: Licensed agricultural vehicles by Reference date, Type of vehicle, Make, Maximum gross weight class and Age category (years)

tran

de: Verkehr

en: Transport

en: Office of Statistics

de: Landwirtschaftsfahrzeugbestand nach Fahrzeugart, Marke, Gesamtgewichtsklasse und Altersklasse seit 2015

en: Licensed agricultural vehicles by type of vehicle, make, maximum gross weight class and age category since 2015


de: Datenstruktur auf Englisch

en: Data cube in German

de: Gestorbene bei Jahr, Geschlecht, Zivilstand und Altersklasse

en: Deaths by Year, Sex, Marital status and Age group

soci

en: Population and society

amt-fuer-statistik-fl

de: Das Amt für Statistik ist das statistische Informationszentrum Liechtensteins. Es liefert den Landes- und Gemeindebehörden sowie der Öffentlichkeit relevante, zuverlässige und kohärente statistische Informationen zu Gesellschaft, Wirtschaft und Umwelt in Liechtenstein.

de: Gestorbene nach Geschlecht, Zivilstand und Altersklasse seit 1999

en: Deaths by sex, marital status and age group since 1999


en: Data structure in English

de: Datenstruktur auf Deutsch

de: Ergebnisse der Landtagswahlen bei Jahr, Kennzahl, Partei und Wahlkreis

en: Results of parliamentary elections by Year, Key figure, Political party and Constituency

elections-referendums

display_name: elections-referendums

wahlen-abstimmungen

display_name: wahlen-abstimmungen

gove

fr: Gouvernement et secteur public

de: Regierung und öffentlicher Sektor

en: Government and public sector

it: Governo e settore pubblico

en: The Office of Statistics is Liechtenstein's statistical information center. It provides the national and municipal authorities as well as the public with relevant, reliable and coherent statistical information on society, economy and environment in Liechtenstein.

de: Ergebnisse der Landtagswahlen nach Wahlkreis und Partei seit 1945

en: Results of parliamentary elections by constituency and political party since 1945


de: Datenwürfel auf Deutsch

en: Data structure in German

de: Erwerbstätige Bevölkerung nach Stichtag, Wirtschaftszweig, Geschlecht und Arbeitsstunden pro Woche

en: Population in gainful employment by Reference date, Branch of economic activity, Sex and Working hours per week

employment-structure

display_name: employment-structure

erwerbsstruktur-berufe

display_name: erwerbsstruktur-berufe

econ

de: Wirtschaft und Finanzen

en: Economy and finance

de: Erwerbstätige Bevölkerung nach Wirtschaftszweig, Geschlecht und Arbeitsstunden

en: Population in gainful employment by branch of economic activity, sex and working hours


en: Data cube in English

de: Erleichterte Einbürgerung infolge längerfristigem Wohnsitz bei Jahr, Vormalige Staatsbürgerschaft und Geschlecht

en: Facilitated naturalisation following long-term residence by Year, Former citizenship and Sex

soci

de: Bevölkerung und Gesellschaft

intr

de: Internationale Themen

en: International issues

amt-fuer-statistik-fl

de: Amt für Statistik

de: Erleichterte Einbürgerung infolge längerfristigem Wohnsitz nach vormaliger Staatsbürgerschaft und Geschlecht seit 2000

en: Facilitated naturalisation due to long-term residence by former citizenship and sex since 2000


en: Data cube in German

de: Abschlüsse von Lernenden aus Liechtenstein, nach Jahr, Bildungsfeld, Geschlecht und Abschluss

educ

de: Bildung, Kultur und Sport

en: Education, culture and sport

en: Office of Statistics

de: Abschlüsse von Lernenden aus Liechtenstein, nach Bildungsfeld und Geschlecht seit 2015


de: Datenstruktur auf Englisch

de: Datenwürfel auf Englisch

de: Steuerpflichtige Personen bei Jahr, Altersklasse, Vermögen und Vermögensklasse

en: Taxable persons by Yea,  Age group, Wealth and Wealth category

soci

en: Population and society

amt-fuer-statistik-fl

de: Das Amt für Statistik ist das statistische Informationszentrum Liechtensteins. Es liefert den Landes- und Gemeindebehörden sowie der Öffentlichkeit relevante, zuverlässige und kohärente statistische Informationen zu Gesellschaft, Wirtschaft und Umwelt in Liechtenstein.

de: Steuerpflichtige Personen nach Vermögens- und Altersklasse seit 2020

en: Taxable persons by wealth and age group since 2020


de: Datenstruktur auf Deutsch

en: Data structure in English

de: Datenwürfel auf Deutsch

de: Nichtständige Bevölkerung bei Jahr, Staatsbürgerschaft, Geschlecht, Wohngemeinde und Bewilligungskategorie

en: Non-permanent resident population in gainful employment by Year, Citizenship, Sex, Municipality of residence and Residence permit category

bevolkerungsstand

display_name: bevolkerungsstand

population-stock

display_name: population-stock

de: Nichtständige Bevölkerung nach Staatsbürgerschaft, Geschlecht, Wohngemeinde und Bewilligungskategorie seit 2000

en: Non-permanent resident population in gainful employment by citizenship, sex, municipality of residence and residence permit category since 2000


en: Data structure in German

de: Heiratende Personen bei Jahr, Geschlecht und Vorangegangener Zivilstand

en: Marrying persons by Year, Sex and Marrital status before marriage

ehen-partnerschaften

display_name: ehen-partnerschaften

marriages-partnerships

display_name: marriages-partnerships

amt-fuer-statistik-fl

en: The Office of Statistics is Liechtenstein's statistical information center. It provides the national and municipal authorities as well as the public with relevant, reliable and coherent statistical information on society, economy and environment in Liechtenstein.

de: Heiratende Personen nach Geschlecht und vorangegangenem Zivilstand seit 1999

en: Marrying persons by sex and marital status before marriage since 1999


en: Data cube in English

de: Privathaushalte nach Stichtag, Haushaltstyp, Haushaltsgrösse und Gemeinde

en: Private households by Reference date, Type of household, Size of household and Municipality

haushalte-familien

display_name: haushalte-familien

households-families

display_name: households-families

soci

de: Bevölkerung und Gesellschaft

de: Privathaushalte nach Haushaltstyp, Haushaltsgrösse und Gemeinde

en: Private households by type of household, size of household and municipality


de: Obligatorische Krankenpflegeversicherung - Versicherte per 31. Dezember nach Jahr, Personengruppe und Geschlecht

en: Compulsory health care insurance - Insured persons as of December 31st by Year, Group of persons and Sex

health-insurers

display_name: health-insurers

krankenversicherer

display_name: krankenversicherer

heal

de: Gesundheit

en: Health

econ

de: Wirtschaft und Finanzen

en: Economy and finance

amt-fuer-statistik-fl

de: Amt für Statistik

de: Obligatorische Krankenpflegeversicherung - Versicherte per 31. Dezember nach Personengruppe seit 2001

en: Compulsory health care insurance - Insured persons as of December 31st by group of persons since 2001


de: Datenstruktur auf Englisch

en: Data cube in German

de: Datenwürfel auf Englisch

de: Gesundheitsausgaben in Tausend CHF bei Jahr, Leistungserbringer der Gesundheitsversorgung, Ort der Leistung und Finanzierungssystem

en: Health accounts in thousand CHF by Year, Provider, Place of activity and Financing scheme

gesundheitsausgaben

display_name: gesundheitsausgaben

health-accounts

display_name: health-accounts

en: Office of Statistics

de: Gesundheitsausgaben in Tausend CHF nach Leistungserbringer der Gesundheitsversorgung, Ort der Leistung und Finanzierungssystem seit 2013

en: Health accounts in thousand CHF by provider, place of activity and financing schemes since 2013


de: Datenstruktur auf Deutsch

de: Datenwürfel auf Deutsch

de: Berufsunfallversicherung: Verteilung der Lohnsumme, Unfälle und Leistungen in % nach Jahr, Geschlecht (Anteil in %), Versicherungszweig (Anteil in %) und Kennwerte der Risikodaten (Anteil in %)

accident-insurers

display_name: accident-insurers

unfallversicherer

display_name: unfallversicherer

amt-fuer-statistik-fl

de: Das Amt für Statistik ist das statistische Informationszentrum Liechtensteins. Es liefert den Landes- und Gemeindebehörden sowie der Öffentlichkeit relevante, zuverlässige und kohärente statistische Informationen zu Gesellschaft, Wirtschaft und Umwelt in Liechtenstein.

de: Berufsunfallversicherung: Verteilung der Lohnsumme, Unfälle und Leistungen in Prozent nach Versicherungszweig und Geschlecht seit 2005


en: Data structure in English

de: Abbruchbewilligte Gebäude und Wohnungen bei Bewilligungsjahr, Gebäude- bzw und Gemeinde

en: Buildings and flats approved for demolition by Year of approval, Type of building or flat and Municipality

bautatigkeit

display_name: bautatigkeit

construction-activity

display_name: construction-activity

de: Abbruchbewilligte Gebäude und Wohnungen nach Gemeinde seit 2014

en: Buildings and flats approved for demolition by municipality since 2014


en: Data structure in German

de: Ständige Bevölkerung ab 15 Jahren nach Stichtag, Anzahl Kinder, Heimat, Geschlecht und Gemeinde

en: Permanent resident population aged 15 years and over by Reference date, Number of children, Citizenship, Sex and Municipality

bevolkerungsstruktur

display_name: bevolkerungsstruktur

population-structure

display_name: population-structure

soci

de: Bevölkerung und Gesellschaft

en: Population and society

de: Ständige Bevölkerung ab 15 Jahren nach Anzahl Kindern, Heimat, Geschlecht und Gemeinde

en: Permanent resident population aged 15 years and over by number of children, citizenship, sex and municipality


en: Data cube in English

de: Familienhaushalte mit ledigen Kindern unter 18 Jahren nach Stichtag, Familientyp, Anzahl Kinder, Haushaltsgrösse und Gemeinde

en: Family households with unmarried child(ren) younger than 18 years by Reference date, Type of family, Number of children, Size of household and Municipality

amt-fuer-statistik-fl

en: The Office of Statistics is Liechtenstein's statistical information center. It provides the national and municipal authorities as well as the public with relevant, reliable and coherent statistical information on society, economy and environment in Liechtenstein.

de: Familienhaushalte mit ledigen Kindern unter 18 Jahren nach Familientyp, Anzahl Kinder, Haushaltsgrösse und Gemeinde

en: Family households with unmarried child(ren) younger than 18 years by type of family, number of children, size of household and municipality


de: Betriebsleiter bei Jahr, Kennzahl und Grössenklasse | Zone | Region | Gemeinde

en: Manager by Year, Key figure and Size class | zone | region | municipality

agriculture

display_name: agriculture

landwirtschaft

display_name: landwirtschaft

agri

de: Landwirtschaft, Fischerei, Forstwirtschaft und Nahrungsmittel

en: Agriculture, fisheries, forestry and food

econ

de: Wirtschaft und Finanzen

en: Economy and finance

de: Amt für Statistik

de: Betriebsleiter nach Geschlecht, Beschäftigungsgrad, Altersklasse, Durchschnittsalter, Grössenklasse, Zone, Region und Gemeinde seit 2005

en: Manager by sex, level of employment, age group, average age, size class, zone, region and municipality since 2005


en: Data cube in German

de: Datenstruktur auf Englisch

de: Datenstruktur auf Deutsch

de: Datenwürfel auf Englisch

de: Wohnungen nach Stichtag, Haushaltstyp, Zimmerzahl, Wohnungsfläche und Gemeinde

en: Dwellings by Reference date, Type of household, Number of rooms, Useful floor space and Municipality

buildings-dwellings

display_name: buildings-dwellings

gebaude-wohnungen

display_name: gebaude-wohnungen

amt-fuer-statistik-fl

en: Office of Statistics

de: Wohnungen nach Haushaltstyp, Zimmerzahl, Wohnungsfläche und Gemeinde

en: Dwellings by type of household, number of rooms, useful living space and municipality


en: Data structure in English

de: Datenwürfel auf Deutsch

de: Gestorbene bei Jahr, Geschlecht und Monat

en: Deaths by Year, Sex and Month

births-deaths

display_name: births-deaths

geburten-todesfalle

display_name: geburten-todesfalle

de: Das Amt für Statistik ist das statistische Informationszentrum Liechtensteins. Es liefert den Landes- und Gemeindebehörden sowie der Öffentlichkeit relevante, zuverlässige und kohärente statistische Informationen zu Gesellschaft, Wirtschaft und Umwelt in Liechtenstein.

de: Gestorbene nach Geschlecht und Monat seit 1999

en: Deaths by sex and month since 1999


en: Data structure in German

de: Alle Beherbergungsarten bei Jahr, Kennzahl, Monat und Beherbergungsart

en: All types of accommodation by Year, Key figure, Month and Type of accommodation

tourism

display_name: tourism

tourismus

display_name: tourismus

de: Alle Beherbergungsarten - Gästeankünfte, Logiernächte und Aufenthaltsdauer nach Monat und Beherbergungsart seit 2012

en: All types of accommodation - Arrivals, nights spent and length of stay by month and type of accommodation since 2012


en: Data cube in English

de: Konjunkturumfrage (Rück-/Ausblick) bei Wirtschaftszweig, Rückblick/Ausblick, Indikator, Einheit und Quartal

en: Business Survey (Review/Outlook) by Economic activity, Review/Outlook, Indicator, Unit and Quartal

business-tendency-survey

display_name: business-tendency-survey

konjunkturumfrage

display_name: konjunkturumfrage

de: Konjunkturumfrage (Rück-/Ausblick) nach Wirtschafszweig seit 1990

en: Business Survey (Review/Outlook) by Industry since 1990


de: Personenwagenbestand nach Stichtag, Leergewichtsklasse, Gesamtgewichtsklasse und Altersklasse (Jahre)

en: Licensed passenger cars by Reference date, Unladen weight class, Maximum gross weight class and Age category (years)

fahrzeugbestand

display_name: fahrzeugbestand

licensed-vehicles

display_name: licensed-vehicles

tran

de: Verkehr

en: Transport

amt-fuer-statistik-fl

en: The Office of Statistics is Liechtenstein's statistical information center. It provides the national and municipal authorities as well as the public with relevant, reliable and coherent statistical information on society, economy and environment in Liechtenstein.

de: Personenwagenbestand nach Leergewichtsklasse, Gesamtgewichtsklasse und Altersklasse seit 2013

en: Licensed passenger cars by unladen weight class, maximum gross weight class and age category since 2013


en: Data cube in German

de: Alle Beherbergungsarten bei Jahr, Kennzahl, Region, Betriebsstandort und Monat

en: All types of accommodation by Year, Key figure, Region, Place of establishment and Month

econ

de: Wirtschaft und Finanzen

en: Economy and finance

de: Amt für Statistik

de: Alle Beherbergungsarten - Gästeankünfte, Logiernächte und Aufenthaltsdauer nach Region, Betriebsstandort und Monat seit 2012

en: All types of accommodation - Arrivals, nights spent and length of stay by region, place of establishment and month since 2012


maintainer: EnviDat Support

en: land-use switzerland land-use-change modeling statistical-model urbanization landscape-services

en: Data for Assessing potential landscape service trade-offs driven by urbanization in Switzerland

media_type: application/zip

en:
The provided folder structure follows the set up of the scripts.
Data is only provided when it has been fully produced by us, otherwise dummies are given.
For data that will be produced by one of the scripts, no dummies are given.
The folders may contain sub-folders, which would be filled if the scripts were all run

 00_Analysis_Data
Data produced throughout the process of the calibration and projection that is later needed for analysis

 01_Raw_Data
Primary data from external sources that were used to compile the rasters and numbers used during the calibration and projection of landscape transitions as well as service calculation

 02_Prepared_Data
Data that will be prepared for further use by scripts are put in here
Additionally it contains the parameter sheets for the transition predictors that we compiled

 03_Model_Data
 Model outputs
Folder were the projection models statistics will be saved
 Models
Folder into which the actual transition models will be saved
 Residuals
Folder into which data on models residuals will be saved for future use

 04_Projected_Data
The output of the projections will be saved into this folder

 05_Service_Data
Any service calculations will be saved in here

 06_Results_Analysis
Any Analysis plots and tables as well as intermediate data will be saved here in the respective sub-folder

format: ZIP

mimetype: application/zip

en: Scripts for Assessing potential landscape service trade-offs driven by urbanization in Switzerland

en:
Scripts ordered by their main purpose within sequential folders in this ReadMe marked with

Within the folders the capital letters refer to the parallel or sequential use of the scripts; scripts here in ReadMe are marked with

 00_Function Scripts
 Functions.r
Script containing several functions for analyzing statistical models: cohen.kappa, meva.table, D2, max-Tss, plot-TSS

 Service_functions.R
Script containing functions for calculating all services and returning sums (and median for bd and rec) as well as rasters

 01_Data Preparation
 A_AS_raster_preparation.R
Preparation of the land use rasters for the years 1985, 1997, and 2009 based on the original Arealstatistik (AS/ASCH); Assigning our categories and assining new values to all "construction sites" for calibrating the models
For model projection starting point (2009) and for service calculations (all ASCH years) the "other" categories were assigned to the land use categories based on dominant neighbor, so that there were no empty cells
Creation of water & mountainous area raster that stayed stable throughout the projections
Creation of MFH raster (2009), to have as base for all new projection years, as this category never becames any other

 B_Factors_preparation.R
Preparation of the factor rasters that were used to calculate service values per cell (see Table 2): LWfactor, Transportation, Vol, Rivers, Lakes, slope, TWW, Hazard_risk

 B_Predictors_preparation.R
Preparation of the raster of the predictors used for calibrating (ASCH years) and projecting (stable) the transition models that do not depend on the land use categories: Temperature (ASCH years), solar radiation (stable), Public transportation access (stable), Elevation (stable), Workers density (ASCH years), Population change (ASCH transitions)

 B_Regions_preparation.R
Preparation of bioregions as raster to be used to mask asxxxx later to calculated services and land use area just for one region

 C_Pred_proj.R
Projecting the dynamic predictors into the future for projecting the land use transitions with the model: Linear extrapolations for workers densities and population; more detailed extrapolation of temperature (based on data for all stations that matched between the temp table we used for the calibration period and the projections from CS2M, and then making a spatial interpolation for all years based on the interpolation of temperature for all years per station)

 02_Model calibration
 A_Bioreg_pred_corr.R
Calculating correlation between the predictors for each bioregion and land use category, Output are those with too high correlation so that one predictor can be removed from transitions were both predictors occur

 A_trans_numbers_bioreg.R
Calculate transition numbers for each bioregion to decide which transitions to primarily consider

 B_Bioreg_ext_eval.R
Calculating TSS based on the external evaluation for the bioregion transitions that happened often enough to try to model them (calibration data: 85-97, evaluation data: 97-09)

 B_Bioreg_int_eval.R
Calculating TSS based on the internal evaluation for the bioregion transitions that happened often enough to try to model them (calibration data: 70%, evaluation data: 30%)

 C_Bioreg_TSS_analysis.R
Extracting TSS numbers from internal and external evaluation, calculating mean and median for each transition for each region for each evaluation method and saving as csv per region to be able to select only the transitions with high enough model performance

 D_Bioreg_Models_for_prediction.R
Calibration of the models that were then used to project land use transitions into the future; calibrated separately for each bioregion

 E_Residuals_trans_models.R
Calculation of Moran's I statistics to analyze the residuals of the land use transition models

 03_Projections
 A_Bioreg_Projections_run.R
Master script for: Extrapolaitng into the future with the regional models and then assembling for each time step to calculate new AS predictors; Several Outputs: txt file to test for NAs in Predictors, txt file with random seed number for sampling, txt file with times for calculation steps (check progress of script while running), csv sheet with projected transition frequencies, tif-rasters for every region and time step, pdf with raster plot for every region and time step

 04_Service calculation
 A_Bioreg_as_services.R
Calculate services per bioregion for years 1985, 1997, 2009

 A_Service_calculation_bioregions.R
Extracting service numbers(sums) per bioregions for all projection runs and storing them in a list of matrixes to be available for further plotting; can be run for swiss wide projections or regional ones

 05_Analysis
 A_Bioreg_ASCH_development.R
Extracting the occurrence of each category per region for all runs (first part), then for ASCH years, and then plotting them nicely; only works for regional projections

 A_Bioreg_Predictors_importanceD2.R
Calculating D2 for each transition and each considered predictor from bivariate models to get value of importance

 B_Bioreg_Pred_imp_analysis.R
Using calculated D2 to sort Predictors according to their importance for each transition

 A_Bioreg_Spatial_results_analysis.R
Plotting randomly sampled runs for ASCH and services to analyses their spatial development

 A_Bioreg_Transition_numbers_check_v1.R
Analyzing the frequency for all transitions for all regions and producing the point plots for each transition separately

 A_Bioreg_Transition_numbers_check_v2.R
Analyzing percentage and numbers of all transitions but plotting them per region and originating ASCH category

 B_Transition_Analysis.R
Further Analysis of transition numbers

 A_Service_analysis.R
Plotting of the service development for bioregions in several ways for analyzing

en:
Data and scripts of publication:

Madleina Gerecke, Oskar Hagen, Janine Bolliger, Anna M. Hersperger, Felix Kienast, Bronwyn Price, Loïc Pellissier (2019) Assessing potential landscape service trade-offs driven by urbanization in Switzerland. Palgrave communications.

Contains land use projections for Switzerland and scripts and data for these projections as well as the calculation of landscape services.

Data Folder:
Contains sub-folder with the data necessary for this study (provided were no copyright issues, otherwise placeholders with descriptions), and folders where produced data may be stored

Scripts Folder:
Contains scripts organized into subfolders depending on their purpose

Note: Some abbreviations within the scripts and data are derived from German words and not English.

land-use

display_name: land-use

land-use-change

display_name: land-use-change

landscape-services

display_name: landscape-services

modeling

display_name: modeling

statistical-model

display_name: statistical-model

switzerland

display_name: switzerland

urbanization

display_name: urbanization

educ

de: Bildung, Kultur und Sport

en: Education, culture and sport

envidat

fr: EnviDat: le portail de données environnementales

de: EnviDat: das Umwelt-Datenportal

en: EnviDat: the Environmental Data Portal

it: EnviDat: il portale dei dati ambientali

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.

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.

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.

value: Envidat Harvester

en: Land use projections and services for Switzerland


maintainer: Sebastian Schlögl

en: atmospheric-turbulence turbulent-sensible-heat-fluxes stable-boundary-layer atmosphere snow

en: Turbulence data GR00

en: sensor in 1 m height

en: Turbulence data PM07

en: NWW

en: SEE

en: Turbulence data AA00

en: sensor in 25 m height

en: Turbulence data WFJ11

en: Turbulence data WFJ07

en: lower sensor

en: sensor in 0.2 m height

en: upper sensor

en: sensor in 2 m height

en:
We used five different atmospheric turbulence datasets from four test sites, with these sites showing differences in their topographical characteristics. We chose one typical alpine test site with high topographical complexity (Weissfluhjoch, Davos, Switzerland) and three test sites consisting of one glacier site (Plaine Morte, Crans-Montana, Switzerland) and two polar sites (Greenland and Antarctica) representing a quasi-ideal site with homogeneous surface and quasi infinite fetch in all directions.
The turbulent sensible heat flux was calculated using the eddy-covariance method. Note that the sonic temperature fluctuations have been converted into virtual temperature fluctuations.
Three-dimensional wind velocity and air temperature were processed using a linear detrending (Rannik and Vesala, 1999) and a planar fit approach (Massmann and Lee, 2002) to rotate the coordinate system. Air temperature, relative humidity and air pressure from weather stations were used to calculate air properties, which are required for the data processing. The weather stations are located in the immediate vicinity of the turbulence tower and are affected by the same air masses. Turbulence data were averaged to 30-min intervals, whilst changing to a 15-min time interval marginally affects the heat fluxes at the Weissfluhjoch test site (Mott et al., 2011). Note that we define a negative sensible heat flux as being directed towards the snow surface and a positive sensible heat flux as being directed upwards.
The selected datasets and corresponding test sites are briefly introduced below:

Weissfluhjoch 2007 (WFJ07): A vertical set-up of two three-dimensional ultrasonic anemometers (CSAT3, Campbell Scientific, Inc.) was used at the traditional field site Weissfluhjoch (2540 m asl.) to measure three-dimensional wind velocity and air temperature at a frequency of 20 Hz. The sensors were mounted 3 m and 5 m above the ground and provided reliable data for 50 days between 11 February 2007 and 24 April 2007. Further information on the field campaign can be found in Stössel et al. (2010) and Mott et al. (2011).

Weissfluhjoch 2011-13 (WFJ11): Three-dimensional wind velocity and air temperature were recorded at 5 m above the ground at a frequency of 10 Hz with a three-dimensional ultrasonic anemometer (CSAT3). The analysis was conducted for data obtained between February and March in the years 2011-13.

Plaine Morte 2007 (PM07): Two three-dimensional ultrasonic anemometers (CSAT3) were installed on a horizontal boom facing opposite directions (west-north-west vs. east-south-east) at 3.75 m above the ground to measure air temperature and three-dimensional wind velocity at 20 Hz. The data were collected at the almost flat field site on the Plaine Morte glacier (2750 m asl.) near Crans-Montana, Switzerland from February to April 2007. High quality meteorological data were additionally recorded and used to force the model. A detailed description about the set-up at the Plaine Morte glacier can be found in Huwald et al. (2009) and Bou-Zeid et al. (2010).

Greenland 2000 (GR00): High-frequency three-dimensional ultrasonic anemometer measurements (CSAT3) were recorded at 50 Hz at the Summit Camp (72.3 °N, 38.8 °W, 3208 m asl.) located on the northern dome of the Greenland ice sheet. Data were collected at 1 m and 2 m above the snow surface during summer in 2000 and 2001. Additionally, meteorological measurements were obtained for the post processing and used to force the model. More information about the field campaign can be found in Cullen et al. (2007, 2014).

Antarctica 2000 (AA00): A set-up of three vertical three-dimensional ultrasonic anemometers (DA-600, Kaijo Denki) were installed at Mizuho Station (70°42' S, 44°20' E, 2230 m asl.) in Eastern Antarctica at 0.2, 1 and 25 m and recorded turbulence data at a frequency of 100 Hz from October to November 2000. Longwave and shortwave radiation, relative humidity, air and snow surface temperature were additionally measured and used to force the model. More information about the field campaign can be found in Nishimura and Nemoto (2005).

atmosphere

display_name: atmosphere

atmospheric-turbulence

display_name: atmospheric-turbulence

snow

display_name: snow

stable-boundary-layer

display_name: stable-boundary-layer

turbulent-sensible-heat-fluxes

display_name: turbulent-sensible-heat-fluxes

en: How do stability corrections perform in the stable boundary layer over snow?


en: experiments water-isotopes blowing-snow drifting-snow cold-lab snow-saltation metamorphism wind-tunnel

en: Snow samples - microCT measurements

media_type: text/plain

en: The data of the snow samples that were analysed in a Scanco® CT-40 scanner using a sample holder of 15 mm diameter which allowed for a high-resolution analysis with voxel size of 8 μm. The timestamp (local time, Davos, Switzerland) of snow sampling is given as well as the type of snow sample (see Snow samples - stable water isotopic composition dataset), the corresponding wind tunnel experiment number ("ExpNo", Wahl et al. (2024), Table 1) and the time since the snow introduction to the wind tunnel. The measured SSA is given in units 1/mm. The column "hist_filename" lists the name of the corresponding .txt file which contains the sphere size statistics of the snow samples. The sphere size statistics files are compressed in a .zip file.

format: TXT

en: Snow samples - sphere size statistics files

en: The individual measurement reports of the microCT scan for each snow sample as combined zip file. The file names and the sample number indicate which snow sample it is, see "Snow samples - microCT measurements". Each file contains the statistics and the count of fitted sphere size diameters and the respective share (in-%) in the frequency distribution. Immediately after snow sampling, a small portion of snow was transferred to the cylindrical μCT sample holder with a diameter of 15 mm and analysed at -20°C using a Scanco® CT-40 scanner. The analysis followed Hildebrand and Rüegsegger (1997).

en: Meteorological variables measured inside the wind tunnel during the May 2023 experiments

en: The dataset contains the 1-minute averages of the calibrated meteorological variables: temperature (T, °C), relative humidity (RH, %), relative humidity referenced against saturation over ice (RHice, %), specific humidity (q, g/kg) and wind speed (WS, m/s) as measured in the observation section of the wind tunnel at different heights and the room temperature of the laboratory measured outside the wind tunnel (Lab_Ta, °C). The measurement heights correspond to: "Top"=42.5cm, "Mid"=30cm, "Bot"=15cm, "PT100_Ta"=3cm. "WS" was measured at 36.5cm height. The time was synchronised to the concurrent CRDS measurements (which are UTC) and adjusted for the time lag resulting from pumping vapour from inside the wind tunnel to the CRDS. The timestamps indicate the beginning of the averaging period.

en: Meteorological variables measured inside the wind tunnel during the January 2023 experiments

en: The dataset contains the 1-minute averages of the calibrated meteorological variables: temperature (T, °C), relative humidity (RH, %), relative humidity referenced against saturation over ice (RHice, %), specific humidity (q, g/kg) and wind speed (WS, m/s) as measured in the observation section of the wind tunnel at different heights. The measurement heights correspond to: "Top"=42.5cm, "Mid"=30cm, "Bot"=15cm, "PT100_Ta"=3cm. "WS" was measured at 36.5cm height. The timestamp is in local time (UTC+1) and indicates the start of the averaging period.

en:
The dataset contains the stable water isotopic composition (d18O, dD. d-excess) of the snow samples taken during the ring wind tunnel experiments in January and May 2023 at the SLF cold laboratory facilities in Davos. The snow samples were collected in air-tight WhirlPaks and kept frozen at -20°C until they were melted in the closed sampling bags, filtered and 1.8ml were transferred into a 2ml glass vial and shipped to the Paul Scherrer Institut in Villigen, Switzerland where they were analysed following established laboratory procedures. The combined uncertainty on the individual isotopic composition is <0.5‰ for dD and <0.1‰ for d18O which yields an uncertainty of 0.9‰ on d-excess.
Timestamps are given for local Davos time (LT) and synchronised to the CRDS instrument which is in UTC. The "ExpNo" column refers to the experiment numbers given in Wahl et al. (2024), Table 1. The "type" of the snow samples is: "ini" = initial snow before introduction to the wind tunnel, "airborne" = snow sampled out of the air, "acc_in" = inner part of accumulated snow, "acc_out" = outer surface layer of accumulated snow.

en: Wind tunnel water vapour isotopic composition

en: The water vapour and its calibrated isotopic composition sampled inside the wind tunnel at 46cm height during the experiments. The vapour was pumped through a heated copper tube at a rate of 0.2 l/min to the CRDS instrument located in a temperate room outside the cold laboratory. The data has 1 second resolution with the timestamp in UTC (CRDS reference time). The measured variables are the calibrated d18O (‰), dD (‰) and d-excess (‰) signals and the uncalibrated ("H2Oraw", ppmv) and calibrated ("H2Ocali",ppmv) humidity readings of the CRDS and converted to specific humidity ("spechum", g/kg). The isotope data was corrected for its humidity-isotope dependency and referenced against the VSMOW-SLAP scale. Calibration runs were performed daily and details can be found in Wahl et al. (2024) including the Supplementary Materials.

en: This dataset collection contains all datasets collected during the ring wind tunnel experiments in January and May 2023 at the SLF cold laboratory facilities in Davos. A full description of the experiment set-up can be found in Wahl et al. (2024). The collection contains data from 19 experiments. The dataset collection entails measurements of the stable water isotopic composition of snow samples and the water vapour inside the wind tunnel, measurements of the meteorological variables inside the wind tunnel and snow sample properties as measured with microCT measurements (sphere size distribution and specific surface area (SSA)).

blowing-snow

display_name: blowing-snow

cold-lab

display_name: cold-lab

drifting-snow

display_name: drifting-snow

experiments

display_name: experiments

metamorphism

display_name: metamorphism

snow-saltation

display_name: snow-saltation

water-isotopes

display_name: water-isotopes

wind-tunnel

display_name: wind-tunnel

educ

en: Education, culture and sport

envidat

en: EnviDat: the Environmental Data Portal

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.

en: Ring wind tunnel experiments - airborne snow metamorphism and stable water isotopes


en: urban-planning concur landscape-planning land-change urban-landscape

format: SERVICE

en:
Book of abstracts from the virtual conference "From Plans to Land Change: Dynamics of Urban Regions"

Cities and urban regions are among the most dynamic land-use systems in the world, with dramatic consequences for the provision of ecosystem services and the livelihood of people. Planning is a multifaceted activity with extensive experience in the management of these urbanization processes. However, our understanding of planning’s contribution to shaping urban land use, form and structure is still incomplete, with serious consequences for the efficacy of urban planning and land change models.

This international conference aims to bring together the community of scholars working on planning evaluation and urban modelling. The participants are offered the opportunity to present their current research and to discuss how theoretical developments, data sources, comparative studies and modelling approaches might advance the field.

The conference was financially supported by the CONCUR project and sustained by Swiss Federal Research Institute WSL.

concur

display_name: concur

land-change

display_name: land-change

landscape-planning

display_name: landscape-planning

urban-landscape

display_name: urban-landscape

urban-planning

display_name: urban-planning

en: From Plans to Land Change: Dynamics of Urban Regions. Book of Abstracts


en: climate-change switzerland graubunden snow alpine3d-simulations

en: Simulation data

en: Reference data as well as the 2050 and 2099 scenarios for ARPEGE and ETHZ other RCMs available on demand)

en: Configuration file

en:
This is the simulation dataset from _"Response of snow cover and runoff to climate change in high Alpine catchments of Eastern Switzerland"_, M. Bavay, T. Grünewald, M. Lehning, Advances in Water Resources 55, 4-16, 2013

A model study on the impact of climate change on snow cover and runoff has been conducted for the Swiss Canton of Graubünden. The model Alpine3D has been forced with the data from 35 Automatic Weather Stations in order to investigate snow and runoff dynamics for the current climate. The data set has then been modified to reflect climate change as predicted for the 2021-2050 and 2070-2095 periods from an ensemble of regional climate models.

The predicted changes in snow cover will be moderate for 2021-2050 and become drastic in the second half of the century. Towards the end of the century the snow cover changes will roughly be equivalent to an elevation shift of 800 m. Seasonal snow water equivalents will decrease by one to two thirds and snow seasons will be shortened by five to nine weeks in 2095.

Small, higher elevation catchments will show more winter runoff, earlier spring melt peaks and reduced summer runoff. Where glacierized areas exist, the transitional increase in glacier melt will initially offset losses from snow melt. Larger catchments, which reach lower elevations will show much smaller changes since they are already dominated by summer precipitation.

climate-change

display_name: climate-change

graubunden

display_name: graubunden

switzerland

display_name: switzerland

en: Alpine3D simulations of future climate scenarios for Graubunden


en: snow-density weisfluhjoch snow-water-equivalent snow-ice-temperature snow-stratigraphy

en: README

en: README file giving use metadata.

en: WFJ Snow Profiles 1999-2014

en:
Biweekly manual snow profiles from Weissfluhjoch, Davos, Switzerland.
Version: 2015-09-14T16:25

en: Dataset of manual bi-weekly snow profiles from Weissfluhjoch, Davos, Switzerland. Typical snow profile measurements and observations are included (temperature, density, grain size, grain type, hardness, wetness), following the guidelines of the The International Classification for Seasonal Snow on the Ground (ICSSG) [Fierz, C., Armstrong, R.L., Durand, Y., Etchevers, P., Greene, E., McClung, D.M., Nishimura, K., Satyawali, P.K. and Sokratov, S.A. 2009. The International Classification for Seasonal Snow on the Ground. IHP-VII Technical Documents in Hydrology N°83, IACS Contribution N°1, UNESCO-IHP, Paris].

snow-density

display_name: snow-density

snow-ice-temperature

display_name: snow-ice-temperature

snow-stratigraphy

display_name: snow-stratigraphy

snow-water-equivalent

display_name: snow-water-equivalent

weisfluhjoch

display_name: weisfluhjoch

en: Manual bi-weekly snow profiles from Weissfluhjoch, Davos, Switzerland


maintainer: Jokin Idoate-Lacasia

en: environmental-gradients biomass-dynamics forest-reserves forest-inventory carbon-storage

en: R markdown document used to download the data files, reproduce the analysis and plot generation.

format: OCTET

en: Climatic space covered by the Swiss National Forest Inventory (NFI) that will be used in Figure 5.

en:
This dataset documents the analyses and the plot generation for the manuscript **Long-term biomass dynamics in temperate forests in Europe after cessation of management**.
We analyse biomass development in an extensive network of 224 plots in 37 natural forest reserves (NFR) covering a wide environmental gradient with mean annual temperatures ranging from 1 to 10.4 °C and mean annual precipitation ranging from 901 to 2317 mm. Forest inventories have been conducted approximately every 10 years during the last 60 years.
It consists of the following files:
+ **Long_term_biomass_script.Rmd**: R markdown document to reproduce the analysis and the plot generation.
+ **dat_biomass.RDS**: Biomass values for each permanent plot at each inventory. This dataset is used for data exploration and for the Biomass model, and to create Figure 2 and Figure 3.
+ **dat_biomass_change.RDS**: Biomass change values between inventories for each permanent plot. It includes the explanatory variables as well. This dataset is used for the Biomass change model and to create Figure 4 and Figure 5.
+ **NFI_climspace_netCDF.RDS**: Climatic space covered by the Swiss National Forest Inventory (NFI) that is used in Figure 5.

biomass-dynamics

display_name: biomass-dynamics

carbon-storage

display_name: carbon-storage

environmental-gradients

display_name: environmental-gradients

forest-inventory

display_name: forest-inventory

forest-reserves

display_name: forest-reserves

educ

en: Education, culture and sport

envidat

en: EnviDat: the Environmental Data Portal

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.

en: Long-term biomass dynamics of temperate forests in Europe after cessation of management


en: forest-fire mountains climate-indicators climate-change europe fire meteorological-data climate european-alps indicator-values

en: Data access

en: This dataset contains the Fire Weather Index for Hydrological Bavaria from 1980 - 2099 as stated in the paper "Climate change impacts on regional fire weather in heterogeneous landscapes of Central Europe" published in Natural Hazards and Earth System Sciens (NHESS) 2023. The dataset contains daily Fire Weather Index values for all 50 members (subfolders of the dataset) of the CRCM5-LE (11 km spatial resolution) from 1980 to 2099 over the domain of Hydrological Bavaria. Please cite this dataset as the publication: Miller, J., Böhnisch, A., Ludwig, R., & Brunner, M. I. (2023). Climate change impacts on regional fire weather in heterogeneous landscapes of Central Europe. Natural Hazards and Earth System Sciences Discussions, 1-25. doi: 10.5194/nhess-2023-51.

climate

display_name: climate

climate-indicators

display_name: climate-indicators

europe

display_name: europe

european-alps

display_name: european-alps

fire

display_name: fire

forest-fire

display_name: forest-fire

indicator-values

display_name: indicator-values

meteorological-data

display_name: meteorological-data

mountains

display_name: mountains

en: Fire Weather Index for Hydrological Bavaria from 1980-2099 derived from the 50 member CRCM5-LE


maintainer: Axel Volkwein

en: experiment experiments rockfall-experiments field-tests natural-hazard field-data field-test rockfall mass-movements impact-testing

en: Raw data (high speed videos, acceleration measurements, laboratory tests)

en:
This file contains

* the high speed videos showing the concrete blocks impacting the gallery roof.
* the raw data of the acceleration measurements
* the data of Tiefbauamt Graubünden containg the tension tests of gallery reinforcment, ME-testing the cushion layer and the tests on concrete samples.

en: Video analysis

en: The zip contains five Excel-files that in turn contain the results of the performed video analyses. The sheet "Daten" contains the pixels of different positions on the blocks that were tracked by the software "Kinovea". The sheet "Auswertung" determines the block kinetics based on the pixel data over time.

en: Acceleration measurements

en: The zip file contains five excel files, one for each test conducted. The first sheet contains the raw data and a data set that went through a low-pass filter. The sheet "Allgemein" contains calibration factors for the sensors and time details of a test. The sheets "DiaDaten" and "DiaDatenGefiltert" show the measurements over time. The block and slab kinetics are determined in the sheets "ZeitintegrationBlock" and "ZeitintegrationPlatte". The sheet "VergleichBeschleunigungen" shows the influence of the low-pass-filter and a running average filter on the block accelerations.

en: Five full-scale field tests were conducted with concrete blocks weighting between 800 and 3200 kg being dropped onto the roof of a gallery structure made from reinforced concrete. The impacts were recorded using high-speed video and acceleration measurements at the falling blocks. The dataset contains the raw data as well as the analyses of the block trajectories, i.e. kinetics and dynamics. Setup of the measurements and the analyses conducted are published in Volkwein, A. "Durchführung und Auswertung von Steinschlagversuchen auf eine Stahlbetongalerie", WSL-Berichte, Heft 68, 2018.

experiment

display_name: experiment

experiments

display_name: experiments

field-data

display_name: field-data

field-test

display_name: field-test

field-tests

display_name: field-tests

impact-testing

display_name: impact-testing

mass-movements

display_name: mass-movements

natural-hazard

display_name: natural-hazard

rockfall

display_name: rockfall

rockfall-experiments

display_name: rockfall-experiments

en: Rockfall gallery testing Parde 2016


en: network-analysis beech fagus-sylvatica dendrochronology tree-ring dendroecology

en:
R code to run the model behind the results of the research article "No future growth enhancement expected at the northern edge for European beech due to continued water limitation".
Requires beech_rawtrw.txt.

en: Model output

en: Output of the Mixed-effects model

en:
This dataset contains the raw ring-width and climate data (1952-2020) used in the research article "No future growth enhancement expected at the northern edge for European beech due to continued water limitation".
RW= ring width
Year= Calendar year
CN = core number
ID3= plot identifier
longitude = longitude (°)
latitude = latitude (°)
elevation = elevation (m)
age= estimated age in calendar year
radius= estimated radius in calendar year (mm)
MAT= mean annual temperature (°C)
MAP= mean annual precipitation (mm)
MCWB= mean climatic water balance (P-PET; mm)
amplitude= simple continentality measure (July - January mean maximum temperatures)
MATspline1 and 2, MCWBspline1 and 2, radiusspline4 and 5= natural spline transformed values of MAT, MCWB and radius ns(x,2)
CWD_pMay_Jun= Climatic Water Balance of previous year May to June !!!#please note CWD here is NOT Climatic Water Deficit, this was a labeling error in the creation of the dataset headers
CWD_May_Jun= Climatic Water Balance of current year May to June
Tmax_pMay_Jun= mean monthly maximum temperature of previous year May to June
Tmax_May_Jun= mean monthly maximum temperature of current year May to June
weight = site replication-based weighting input for model
SOM= membership of regional cluster 1-8 based on Supervised Organized Mapping

en: This dataset contains the raw ring-width and climate data (1952-2020), as well as the R code to run the model and the model output used in the research article "No future growth enhancement expected at the northern edge for European beech due to continued water limitation".

beech

display_name: beech

dendrochronology

display_name: dendrochronology

dendroecology

display_name: dendroecology

fagus-sylvatica

display_name: fagus-sylvatica

network-analysis

display_name: network-analysis

tree-ring

display_name: tree-ring

educ

en: Education, culture and sport

en: European Beech tree-ring dataset 1952-2020


en: orographic-precipitation precipitation-amount air-temperature climate-change cmip5

en: Data Access

en:
Predicting future climatic conditions at high spatial resolution is essential for many applications in science. Here we present data for monthly time series of precipitation and minimum and maximum temperature for four downscaled global circulation models. We used model output statistics in combination with mechanistic downscaling (the CHELSA algorithm) to calculate mean monthly maximum and minimum temperatures, as well as monthly precipitation sums at ~5km spatial resolution globally for the years 1850-2100. We validated the performance of the downscaling algorithm by comparing model output with observed climates for the years 1950-2069.

CHELSA_cmip5_ts is licensed under a Creative Commons Attribution 2.0 Generic (CC BY 2.0) license.

air-temperature

display_name: air-temperature

climate-change

display_name: climate-change

orographic-precipitation

display_name: orographic-precipitation

precipitation-amount

display_name: precipitation-amount

envidat

en: EnviDat: the Environmental Data Portal

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.

en: High resolution monthly precipitation and temperature timeseries for the period 2006-2100


en: urban-ecology urban-ecosystems bees trap-nest wasps food-webs urbanization cavity-nesting management-intensity host-enemy-interactions zurich hymenoptera

en: Script for the analyses v1.0

en: Cleaned script to reproduce the analyses

en: Script for the analyses v2.0

en: Thesaurus

en: Variable names and their description.

format: XLS

en: Data of the study

media_type: text/csv

en: The csv. file contains the response variable "interaction diversity" (idiv), and the values of the predictors used in the paper. The "id" column indicates the garden ID, each row in the dataset correspond to a garden and each column to the response (idiv), an explanatory variable or a descriptor (name, Lat, Long). See the thesaurus and the readme file for extended information on the variables.

format: CSV

en: Not used: raw questionnaires

en: Raw data nests

en: Host-enemy interaction data, used to compute the interaction diversity metrics

en: Not used: data of the study

en: Questionnaires management intensity anonymised

en: Results from the management intensity questionnaires anonymised. IDs are randomized and don't match those in the study data csv

en: Not used: readme

en: Read me file

en:
The data supports the paper "Local and landscape factors shape alpha and beta trophic interaction diversity in urban gardens". It provides:
(1) the host-natural enemy interaction networks and network metrics between cavity-nesting bees and wasps and their natural enemies,
 (2) the explanatory variables reflecting urban intensity, temperature, habitat amount and management intensity.
(3) the questionnaires for assessing management intensity.
(4) a thesaurus for the variable names.
(5) a readme file.
(6) the R script used for the analyses.
The data is part of the BetterGardens project. It was sampled in 85 allotment and home gardens in the ctiy of Zurich in 2015 using standardized trapnests.

bees

display_name: bees

cavity-nesting

display_name: cavity-nesting

food-webs

display_name: food-webs

host-enemy-interactions

display_name: host-enemy-interactions

hymenoptera

display_name: hymenoptera

management-intensity

display_name: management-intensity

trap-nest

display_name: trap-nest

urban-ecology

display_name: urban-ecology

urban-ecosystems

display_name: urban-ecosystems

urbanization

display_name: urbanization

wasps

display_name: wasps

zurich

display_name: zurich

en: Data on interaction diversity in urban gardens


maintainer: Virginie Marques

en: sper01 environmental-dna vertebrates spermatophytes freshwater vert01 edna switzerland

en: Data access

en:
Catchment-based sampling of river eDNA integrates terrestrial and aquatic biodiversity of alpine landscapes

From 22-Jun-2020 to 26-Jun-2020, we sampled five sites comprising one low, two intermediate and two high-elevation sites per catchment (Fig. 1a). We visited two catchments per day—one in the morning and one in the afternoon—for a total of ten catchments. All samples per catchment were collected within a maximum four-hour period by three groups of samplers. The intermediate and high-elevation sites were situated along two tributaries leading into the low-elevation site of the river. We used three filters for each relative elevation class and filtered 60 L per relative elevation class. We sampled 30 L per tributary for a combined volume of 60 L at the intermediate and high-elevation sites. In total, 180 L were sampled in total per catchment. A filtration device composed of either the Athena® peristaltic pump (Proactive Environmental Products LLC; 1 L/min nominal flow) or the Subspace® underwater peristaltic pump (Subspace Pictures; 1 L/min nominal flow), combined with a VigiDNA® 0.2 µM cross-flow filtration capsule (VigiDNA, SPYGEN) was used in order to filter a large water volume. We used a finer mesh than the recommended VigiDNA® 0.45 µM cross-flow filtration capsule to maximise the capture of biological material since mountain water does not transport high quantities of sediments. For each filtration capsule, we used disposable sterile tubing. At the end of each filtration, we emptied the water inside the capsules, replaced it with 80 ml of CL1 conservation buffer (SPYGEN), and stored it at room temperature. We followed a strict contamination control protocol in both field and laboratory stages (Goldberg et al. 2016; Valentini et al. 2016). Each water sample was processed using disposable gloves and single-use filtration equipment. We used two primer sets targeting vertebrates (Vert01, forward: − TTAGATACCCCACTATGC, reverse: − TAGAACAGGCTCCTCTAG, mean marker length: 97 bp) and spermatophytes (g-h/Sper01, forward: − GGGCAATCCTGAGCCAA, reverse: CCATTGAGTCTCTGCACCTATC, mean marker length: 48 bp). Though both primers are relatively broad with low species-level resolution, we selected them as the goal was to minimise cost and effort and maximise the identification of a broad range of taxa which can represent the species assemblages of the region. Libraries were prepared with ligation using the MetaFast protocol (Fasteris).

edna

display_name: edna

environmental-dna

display_name: environmental-dna

freshwater

display_name: freshwater

spermatophytes

display_name: spermatophytes

switzerland

display_name: switzerland

vertebrates

display_name: vertebrates

educ

en: Education, culture and sport

envidat

en: EnviDat: the Environmental Data Portal

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.

en: Environmental DNA Freshwater Switzerland VaudCatchment Modipl 2020


maintainer: Maria Elvira Murazzi

en: 13c-labelling nanoplastic uptake polystyrene forest-trees

en: Nanoplastic in forests experiment

en:
Data embargoed until August 2022, and it will be provided upon request

-  excel file containing: two working sheets (leaf supply and root supply experiment) with a table with the values 13C-nanopolystyrene in the different tissues of the two forest tree species; graph showing the differences between controls and treatments of 13C-nanopolystyrene enrichment for each tissue of each forest tree species; ANOVA table showing significant values after having exposed the tree species to 13C-nanopolystyrene

en:
The fate of plastic in the environment is of global concern, because its production recently has
increased strongly and it accumulates in terrestrial and aquatic ecosystems. Although some knowledge on
its role in aquatic and terrestrial ecosystems was gained in the recent decade, hitherto very little is known
about the impact of micro and nanoplastics in forest ecosystems.

The aim of this pioneering project was to explore if nanoplastics are taken up by forest trees species
through leaves or roots. In greenhouse experiments, we exposed leaves or roots of seedling of two forest
trees species to solutions with highly 13C-labelled polystyrene nanoparticles (13C-nPS, 99 atom%) and
examined if they were incorporated in different above- and belowground tissues.

Treated part of the trees for both species showed significant 13C-enrichment, indicating that trees take up nanoparticles. However, the overall 13C signal strength in tissues that were not exposed to the 13C label remained low (Δδ13C<1‰) and was confined to a few seedlings, leaving it ambiguous whether nanoplastic transport occurs or not.

We acknowledge that the new method developed might be not sensitive enough to unequivocally detect
mechanisms of nanoplastic uptake and transport at environmentally realistic concentrations.

forest-trees

display_name: forest-trees

nanoplastic

display_name: nanoplastic

polystyrene

display_name: polystyrene

uptake

display_name: uptake

en: Nanoplastics in forests: Exploring the effects of nanoplastics on forest soils and tree physiology (NanoPlast)


en: snow-stratigraphy snowmicropen water-front weissfluhjoch snow-temperature ice-layers

en: README

mimetype: text/plain

en: WFJ_ICE_LAYERS dataset

en: The WFJ_ICE_LAYERS dataset contains multi-instrument snowpack measurements at high temporal resolution, which enable to monitor the formation of deep ice layers due to preferential water flow, at the Weissfluhjoch research site, Davos, Switzerland. It covers the winter 2016/2017, with a focus on the early melting season. This dataset includes traditional snowpack profiles (weekly resolution, 15/11/2016-29/05/2017), SnowMicroPen penetration resistance profiles (daily resolution, 01/02/2017-19/04/2017), snow temperatures measured at different heights in the snowpack (half-hourly resolution, 01/03/2017-15/04/2017) and the water front height derived from an upward-looking ground penetrating radar (3-hour resolution, 04/03/2017-08/04/2017). The measurements are complemented by initialization files for SNOWPACK model simulations with the ice reservoir parameterization at Weissfluhjoch for the winter 2016/2017.

ice-layers

display_name: ice-layers

snow-stratigraphy

display_name: snow-stratigraphy

snow-temperature

display_name: snow-temperature

snowmicropen

display_name: snowmicropen

water-front

display_name: water-front

weissfluhjoch

display_name: weissfluhjoch

en: WFJ_ICE_LAYERS: Multi-instrument data for monitoring deep ice layer formation in an alpine snowpack