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 4 feature types representing bird species climate envelope model simulations: natu_brambling, natu_commongreenshank, natu_redthroatedpipit, natu_rusticbunting.

The attributes of each feature type are labelled as [climateModel][emissionScenario][timePeriod]0[valueType]. There is climate model, hadcm3; and two emission scenarios b2 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 hadcm3_a2_20212050_0_av describes the climate model HadCM3, the emission scenario SRES A2, the time period from 2021 to 2050 and absolute value as a code (0 – simulated absence for the baseline 1971-1990 and scenario period, 1 – present during baseline, absent during scenario period [species loss], 2 – absent during baseline, present during scenario period [species gain], 3 – present both during baseline and scenario period [species retained]).