https://paikkatiedot.ymparisto.fi/geoserver/ilm ...

The data can be accessed via a Web Feature Service (WFS) supporting versions 1.0.0 and 1.1.0. WFS services can be opened in various GIS applications, for example ArcGIS for Desktop and open source desktop application QGIS. Typically, the GIS applications loads data from a WFS service in a GML (Geography Markup Language) format. Additionally, the data can be loaded as zip compressed ESRI Shape files, a CSV file or a JSON file. The service includes 5 feature types representing N-AgriClim simulations. agro_delayedsowing - sowing date (days deviating from 1 May), agro_effectivegrowingdays - number of effective growing days (days), agro_lastfrostdate - date of the last frost (day-of-the-year), agro_rainaftersowing - total precipitation 3–7 weeks after sowing (mm), agro_veryhightemperaturestress - number of days with maximum temperature of 28 °C or higher around flowering (days).

The attributes of each feature type are labelled as [climateModel][emissionScenario][timePeriod]0[valueType]. There are three climate models, CSIRO-Mk3.5, MIROC3.2 (medres) and IPSL-CM4; and three emission scenarios b1, a1b and a2. The timePeriod includes the start year and the end year of the period. There is one option for valueType, absolute value av. For example, the attribute labeled as csiromk35_b1_20712100_0_ac describes the climate model CSIRO-Mk3.5, the emission scenario SRES B1, the time period from 2071 to 2100 and absolute value.