WMS Finnish Meteorological Institute National Satellite Data CentreWeb Map Service: A compliant implementation of WMS plus most of the SLD extension (dynamic styling). Can also generate PDF, SVG, KML, GeoRSS WFS WMS GEOSERVER FMI Finnish Meteorological Institute National Satellite Data Centre NSDC FMI NSDC Support Finnish Meteorological Institute National Satellite Data Centre Support Team

data-support@nsdc.fmi.fi NONE NONE text/xml image/png application/atom+xml application/json;type=utfgrid application/pdf application/rss+xml application/vnd.google-earth.kml+xml application/vnd.google-earth.kml+xml;mode=networklink application/vnd.google-earth.kmz image/geotiff image/geotiff8 image/gif image/jpeg image/png; mode=8bit image/svg+xml image/tiff image/tiff8 image/vnd.jpeg-png image/vnd.jpeg-png8 text/html; subtype=openlayers text/html; subtype=openlayers2 text/html; subtype=openlayers3 text/plain application/vnd.ogc.gml text/xml application/vnd.ogc.gml/3.1.1 text/xml; subtype=gml/3.1.1 text/html application/json XML INIMAGE BLANK JSON Finnish Meteorological Institute National Satellite Data Centre WMS EPSG:4326 EPSG:4258 EPSG:3067 EPSG:3857 EPSG:3035 EPSG:3395 CRS:84 -180.0 180.0 25.0 90.0 PTA:lans_nc EPSG:3067 15.165419324205622 33.63701854274651 59.08450164251267 70.36021331877053 CEPH:IMAGE2000 IMAGE2000 mosaic (false color composite RGB 432, scaled to 8-bit data for viewing purposes) consists of 36 Landsat-7 images, and was made for production of Finnish Corine 2000 Land Cover classification. Its target year is 2000, but consists of images acquired during 29.7.1999-11.8.2002. Spatial resolution is 25 m. WCS GeoTIFF IMAGE2000 EPSG:2393 CRS:84 15.32774877272197 33.38159776875909 59.262942575415785 70.1348783498511 PTA:IMAGE2000 IMAGE2000 mosaic (false color composite RGB 432, scaled to 8-bit data for viewing purposes) consists of 36 Landsat-7 images, and was made for production of Finnish Corine 2000 Land Cover classification. Its target year is 2000, but consists of images acquired during 29.7.1999-11.8.2002. Spatial resolution is 25 m. WCS GeoTIFF IMAGE2000 EPSG:2393 CRS:84 15.328649753752465 33.38265056982126 59.263123105543855 70.13504538675176 PTA:IMAGE2012 IMAGE2012 mosaic (false color composite, scaled to 8-bit data for viewing purposes) consists of IRS P6 LISS and RapidEye images, and was made for production of Finnish Corine 2012 Land Cover classification. Its target year is 2012, but consists of images acquired during 7.5.2011-21.9.2013. Spatial resolution is 20 m. image2012_rgb_fc WCS GeoTIFF IMAGE2012 EPSG:3067 CRS:84 15.327070821750338 33.299923986786474 59.27504076917827 70.13571378385701 PTA:IMAGE2017 IMAGE2017 mosaic (false color composite, scaled to 8-bit data for viewing purposes) consists of Sentinel-2 images, and was made for production of Finnish Corine 2018 Land Cover classification. Its target year is 2017, but consists of images acquired during 2.7.2016-9.9.2017. Spatial resolution of this version is 10 m. image2017_summer_rgb_fc WCS GeoTIFF IMAGE2017 EPSG:3067 CRS:84 15.537780619024034 33.19250872471851 59.33662990065165 70.10099356754056 Satellite:Kemijoki_Basin_WGS84 Kemijoki Basin WGS84 features Kemijoki_Basin_Jako2_WGS84 EPSG:404000 CRS:84 23.255826179487364 29.738844768117914 65.7644707501766 68.83647364606908 BALFI:balfi_icedeformation Sea ice deformation is estimated based on the cross-correlation between the HH and HV SAR image channels. The more deformed ice, the more distinguishable features (above the noise level) the SAR imagery has at both channels, resulting to an increasing inter-channel cross-correlation as a function of increasing deformation. The cross-correlation is computed between adjacent day mosaics, and the value corresponding to 10 percent of the ordered 15 day period values is used as the degree of deformation. The current scale is also from one (no deformation) to 255 (highly deformed). It is noted that the scale is a qualitative one, and it is not yet possible to link it to quantitative figures of sea ice deformation, like height of ice ridges. balfi_icedeformation WCS ImageMosaic EPSG:4326 CRS:84 9.00000006543234 30.9960000654323 52.9950999694604 65.9999999694604 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BALFI:balfi_seaicethickness Snow and sea ice thickness over the landfast ice are estimated using a one-dimensional sea ice thermodynamic model (HIGHTSI) model run at FMI. The model is forced with ECMWF (European Centre for Medium-Range Weather Forecasts) numerical weather forecasting data. The HIGHTSI model data has a spatial grid of 0.0665 deg in longitude (7-8 km) and 0.133 deg in latitude (~14 km). The snow and ice thickness data are interpolated to the 500 m pixel size of the landfast ice extent map. It is noted that the snow and ice thickness maps show average thicknesses over a large area, and locally snow and ice thickness can vary a lot. balfi_seaicethickness WCS ImageMosaic EPSG:4326 CRS:84 9.00000006543234 30.9960000654323 52.9950999694604 65.9999999694604 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BALFI:balfi_snowthickness Snow and sea ice thickness over the landfast ice are estimated using a one-dimensional sea ice thermodynamic model (HIGHTSI) model run at FMI. The model is forced with ECMWF (European Centre for Medium-Range Weather Forecasts) numerical weather forecasting data. The HIGHTSI model data has a spatial grid of 0.0665 deg in longitude (7-8 km) and 0.133 deg in latitude (~14 km). The snow and ice thickness data are interpolated to the 500 m pixel size of the landfast ice extent map. It is noted that the snow and ice thickness maps show average thicknesses over a large area, and locally snow and ice thickness can vary a lot. balfi_snowthickness WCS ImageMosaic EPSG:4326 CRS:84 9.00000006543234 30.9960000654323 52.9950999694604 65.9999999694604 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PTA:image2006_rgb_fc IMAGE2006 mosaic (false color composite, scaled to 8-bit data for viewing purposes) consists of IRS P6 LISS and Spot-4/5 images, and was made for production of Finnish Corine 2006 Land Cover classification. Its target year is 2006, but consists of images acquired during 19.6.2005-31.7.2006. Spatial resolution is 20 m. image2006_rgb_fc WCS GeoTIFF EPSG:3067 CRS:84 15.115321114527656 33.44680064158911 59.14569632318418 70.34263260714185 PTA:lsm_sr_b1 Landsat mosaics from 1985 onward in 5 year intervals. Cloudless mosaics use imagery from +/- 2 years of the target year, with target year free pixels being prioritized. Pixel value is reflectance computed using Dark-object-subtraction method. Pixel size is 30x30 m. Reflectance band nr is 1 - Blue 0.45-0.52 nm. Mosaic processed by Blom Kartta. lsm_sr_b1 WCS ImageMosaic Landsat mosaic surface reflectance blue EPSG:3067 CRS:84 15.165419324205619 33.63701854274651 59.08450161458966 70.34970709258774 1985-07-15T00:00:00.000Z,1990-07-15T00:00:00.000Z,1995-07-15T00:00:00.000Z PTA:lsm_sr_b2 Landsat mosaics from 1985 onward in 5 year intervals. Cloudless mosaics use imagery from +/- 2 years of the target year, with target year free pixels being prioritized. Pixel value is reflectance computed using Dark-object-subtraction method. Pixel size is 30x30 m. Reflectance band nr is 2 - Green 0.52-0.60 nm. Mosaic processed by Blom Kartta. lsm_sr_b2 WCS ImageMosaic green surface reflectance Landsat mosaic EPSG:3067 CRS:84 15.165419324205619 33.63701854274651 59.08450161458966 70.34970709258774 1985-07-15T00:00:00.000Z,1990-07-15T00:00:00.000Z,1995-07-15T00:00:00.000Z PTA:lsm_sr_b3 Landsat mosaics from 1985 onward in 5 year intervals. Cloudless mosaics use imagery from +/- 2 years of the target year, with target year free pixels being prioritized. Pixel value is reflectance computed using Dark-object-subtraction method. Pixel size is 30x30 m. Reflectance band nr is 3 - Red 0.63-0.69 nm. lsm_sr_b3 WCS ImageMosaic Landsat mosaic surface reflectance red EPSG:3067 CRS:84 15.165419324205619 33.63701854274651 59.08450161458966 70.34970709258774 1985-07-15T00:00:00.000Z,1990-07-15T00:00:00.000Z,1995-07-15T00:00:00.000Z PTA:lsm_sr_b4 Landsat mosaics from 1985 onward in 5 year intervals. Cloudless mosaics use imagery from +/- 2 years of the target year, with target year free pixels being prioritized. Pixel value is reflectance computed using Dark-object-subtraction method. Pixel size is 30x30 m. Reflectance band nr is 4 - Near Infrared (NIR) 0.76-0.90 nm. Mosaic processed by Blom Kartta. lsm_sr_b4 WCS ImageMosaic Landsat mosaic surface reflectance near infrared EPSG:3067 CRS:84 15.165419324205619 33.63701854274651 59.08450161458966 70.34970709258774 1985-07-15T00:00:00.000Z,1990-07-15T00:00:00.000Z,1995-07-15T00:00:00.000Z PTA:lsm_sr_b5 Landsat mosaics from 1985 onward in 5 year intervals. Cloudless mosaics use imagery from +/- 2 years of the target year, with target year free pixels being prioritized. Pixel value is reflectance computed using Dark-object-subtraction method. Pixel size is 30x30 m. Reflectance band nr is 5 - Shortwave infrared 1 (SWIR1) 1.55-1.75 nm. Mosaic processed by Blom Kartta. lsm_sr_b5 WCS ImageMosaic surface reflectance Landsat mosaic EPSG:3067 CRS:84 15.165419324205619 33.63701854274651 59.08450161458966 70.34970709258774 1985-07-15T00:00:00.000Z,1990-07-15T00:00:00.000Z,1995-07-15T00:00:00.000Z PTA:lsm_sr_b7 Landsat mosaics from 1985 onward in 5 year intervals. Cloudless mosaics use imagery from +/- 2 years of the target year, with target year free pixels being prioritized. Pixel value is reflectance computed using Dark-object-subtraction method. Pixel size is 30x30 m. Reflectance band nr is 7 - Shortwave infrared 2 (SWIR2) 2.08-2.35 nm. Mosaic processed by Blom Kartta. lsm_sr_b7 WCS ImageMosaic Landsat mosaic surface reflectance shortwave infrared EPSG:3067 CRS:84 15.165419324205619 33.63701854274651 59.08450161458966 70.34970709258774 1985-07-15T00:00:00.000Z,1990-07-15T00:00:00.000Z,1995-07-15T00:00:00.000Z PTA:s1m_grd_vh_max Sentinel 1 mosaics for the GRD product, which is the horizontal polarization ground back scatter of vertical polarization radar pulse. As several measurements have been summed up over 11 days, this is the maximum of these measurements. Usually a single pixel is surveyed every 2-3 days over Finland. s1m_grd_vh_max WCS ImageMosaic EPSG:3067 CRS:84 15.195465575912904 36.022095926354645 58.408082846811425 70.30030649555268 2020-01-11T00:00:00.000Z,2020-01-21T00:00:00.000Z,2020-01-31T00:00:00.000Z,2020-02-11T00:00:00.000Z,2020-02-21T00:00:00.000Z,2020-03-02T00:00:00.000Z,2020-03-11T00:00:00.000Z,2020-03-21T00:00:00.000Z,2020-03-31T00:00:00.000Z,2020-04-11T00:00:00.000Z,2020-04-21T00:00:00.000Z,2020-05-01T00:00:00.000Z,2020-05-11T00:00:00.000Z,2020-05-21T00:00:00.000Z,2020-05-31T00:00:00.000Z,2020-06-11T00:00:00.000Z,2020-06-21T00:00:00.000Z,2020-07-01T00:00:00.000Z PTA:s1m_grd_vh_mean Sentinel 1 mosaics for the GRD product, which is the horizontal polarization ground back scatter of vertical polarization radar pulse. As several measurements have been summed up over 11 days, this is the average of these measurements. Usually a single pixel is surveyed every 2-3 days over Finland. s1m_grd_vh_mean WCS ImageMosaic EPSG:3067 CRS:84 15.195465575912904 36.022095926354645 58.408082846811425 70.30030649555268 2020-01-11T00:00:00.000Z,2020-01-21T00:00:00.000Z,2020-01-31T00:00:00.000Z,2020-02-11T00:00:00.000Z,2020-02-21T00:00:00.000Z,2020-03-02T00:00:00.000Z,2020-03-11T00:00:00.000Z,2020-03-21T00:00:00.000Z,2020-03-31T00:00:00.000Z,2020-04-11T00:00:00.000Z,2020-04-21T00:00:00.000Z,2020-05-01T00:00:00.000Z,2020-05-11T00:00:00.000Z,2020-05-21T00:00:00.000Z,2020-05-31T00:00:00.000Z,2020-06-11T00:00:00.000Z,2020-06-21T00:00:00.000Z,2020-07-01T00:00:00.000Z PTA:s1m_grd_vh_min Sentinel 1 mosaics for the GRD product, which is the horizontal polarization ground back scatter of vertical polarization radar pulse. As several measurements have been summed up over 11 days, this is the minimum of these measurements. Usually a single pixel is surveyed every 2-3 days over Finland. s1m_grd_vh_min WCS ImageMosaic EPSG:3067 CRS:84 15.195465575912904 36.022095926354645 58.408082846811425 70.30030649555268 2017-08-11T00:00:00.000Z,2017-08-21T00:00:00.000Z,2017-10-11T00:00:00.000Z,2017-10-21T00:00:00.000Z,2017-10-31T00:00:00.000Z,2017-11-11T00:00:00.000Z,2017-11-21T00:00:00.000Z,2017-12-01T00:00:00.000Z,2017-12-11T00:00:00.000Z,2017-12-21T00:00:00.000Z,2017-12-31T00:00:00.000Z,2018-01-11T00:00:00.000Z,2018-01-21T00:00:00.000Z,2018-01-31T00:00:00.000Z,2018-02-11T00:00:00.000Z,2018-02-21T00:00:00.000Z,2018-03-03T00:00:00.000Z,2018-03-11T00:00:00.000Z,2018-03-21T00:00:00.000Z,2018-03-31T00:00:00.000Z,2018-04-11T00:00:00.000Z,2018-04-21T00:00:00.000Z,2018-05-01T00:00:00.000Z,2018-05-11T00:00:00.000Z,2018-05-21T00:00:00.000Z,2018-05-31T00:00:00.000Z,2018-06-11T00:00:00.000Z,2018-06-21T00:00:00.000Z,2018-07-01T00:00:00.000Z,2018-07-11T00:00:00.000Z,2018-07-21T00:00:00.000Z,2018-07-31T00:00:00.000Z,2018-08-11T00:00:00.000Z,2018-08-21T00:00:00.000Z,2018-08-31T00:00:00.000Z,2018-09-11T00:00:00.000Z,2018-09-21T00:00:00.000Z,2018-10-01T00:00:00.000Z,2018-10-11T00:00:00.000Z,2018-10-21T00:00:00.000Z,2018-10-31T00:00:00.000Z,2018-11-11T00:00:00.000Z,2018-11-21T00:00:00.000Z,2018-12-01T00:00:00.000Z,2018-12-11T00:00:00.000Z,2018-12-21T00:00:00.000Z,2018-12-31T00:00:00.000Z,2019-01-11T00:00:00.000Z,2019-01-21T00:00:00.000Z,2019-01-31T00:00:00.000Z,2019-02-11T00:00:00.000Z,2019-02-21T00:00:00.000Z,2019-03-03T00:00:00.000Z,2019-03-11T00:00:00.000Z,2019-03-21T00:00:00.000Z,2019-03-31T00:00:00.000Z,2019-04-11T00:00:00.000Z,2019-04-21T00:00:00.000Z,2019-05-01T00:00:00.000Z,2019-05-11T00:00:00.000Z,2019-05-21T00:00:00.000Z PTA:s1m_grd_vh_std Sentinel 1 mosaics for the GRD product, which is the horizontal polarization ground back scatter of vertical polarization radar pulse. As several measurements have been summed up over 11 days, this is the standard deviation of these measurements. Usually a single pixel is surveyed every 2-3 days over Finland. s1m_grd_vh_std WCS ImageMosaic EPSG:3067 CRS:84 15.195465575912904 36.022095926354645 58.408082846811425 70.30030649555268 2020-01-11T00:00:00.000Z,2020-01-21T00:00:00.000Z,2020-01-31T00:00:00.000Z,2020-02-11T00:00:00.000Z,2020-02-21T00:00:00.000Z,2020-03-02T00:00:00.000Z,2020-03-11T00:00:00.000Z,2020-03-21T00:00:00.000Z,2020-03-31T00:00:00.000Z,2020-04-11T00:00:00.000Z,2020-04-21T00:00:00.000Z,2020-05-01T00:00:00.000Z,2020-05-11T00:00:00.000Z,2020-05-21T00:00:00.000Z,2020-05-31T00:00:00.000Z,2020-06-11T00:00:00.000Z,2020-06-21T00:00:00.000Z,2020-07-01T00:00:00.000Z PTA:s1m_grd_vv_max Sentinel 1 mosaics for the GRD product, which is the vertical polarization ground back scatter of vertical polarization radar pulse. As several measurements have been summed up over 11 days, this is the maximum of these measurements. Usually a single pixel is surveyed every 2-3 days over Finland. s1m_grd_vv_max WCS ImageMosaic EPSG:3067 CRS:84 15.195465575912904 36.022095926354645 58.408082846811425 70.30030649555268 2020-01-11T00:00:00.000Z,2020-01-21T00:00:00.000Z,2020-01-31T00:00:00.000Z,2020-02-11T00:00:00.000Z,2020-02-21T00:00:00.000Z,2020-03-02T00:00:00.000Z,2020-03-11T00:00:00.000Z,2020-03-21T00:00:00.000Z,2020-04-11T00:00:00.000Z,2020-04-21T00:00:00.000Z,2020-05-01T00:00:00.000Z,2020-05-11T00:00:00.000Z,2020-05-21T00:00:00.000Z,2020-05-31T00:00:00.000Z,2020-06-11T00:00:00.000Z,2020-06-21T00:00:00.000Z,2020-07-01T00:00:00.000Z PTA:s1m_grd_vv_mean Sentinel 1 mosaics for the GRD product, which is the vertical polarization ground back scatter of vertical polarization radar pulse. As several measurements have been summed up over 11 days, this is the average of these measurements. Usually a single pixel is surveyed every 2-3 days over Finland. s1m_grd_vv_mean WCS ImageMosaic EPSG:3067 CRS:84 15.195465575912904 36.022095926354645 58.408082846811425 70.30030649555268 2020-01-11T00:00:00.000Z,2020-01-21T00:00:00.000Z,2020-01-31T00:00:00.000Z,2020-02-11T00:00:00.000Z,2020-02-21T00:00:00.000Z,2020-03-02T00:00:00.000Z,2020-03-11T00:00:00.000Z,2020-03-21T00:00:00.000Z,2020-04-11T00:00:00.000Z,2020-04-21T00:00:00.000Z,2020-05-01T00:00:00.000Z,2020-05-11T00:00:00.000Z,2020-05-21T00:00:00.000Z,2020-05-31T00:00:00.000Z,2020-06-11T00:00:00.000Z,2020-06-21T00:00:00.000Z,2020-07-01T00:00:00.000Z PTA:s1m_grd_vv_min Sentinel 1 mosaics for the GRD product, which is the vertical polarization ground back scatter of vertical polarization radar pulse. As several measurements have been summed up over 11 days, this is the minimum of these measurements. Usually a single pixel is surveyed every 2-3 days over Finland. s1m_grd_vv_min WCS ImageMosaic EPSG:3067 CRS:84 15.195465575912904 36.022095926354645 58.408082846811425 70.30030649555268 2020-01-11T00:00:00.000Z,2020-01-21T00:00:00.000Z,2020-01-31T00:00:00.000Z,2020-02-11T00:00:00.000Z,2020-02-21T00:00:00.000Z,2020-03-02T00:00:00.000Z,2020-03-11T00:00:00.000Z,2020-03-21T00:00:00.000Z,2020-03-31T00:00:00.000Z,2020-04-11T00:00:00.000Z,2020-04-21T00:00:00.000Z,2020-05-01T00:00:00.000Z,2020-05-11T00:00:00.000Z,2020-05-21T00:00:00.000Z,2020-05-31T00:00:00.000Z,2020-06-11T00:00:00.000Z,2020-06-21T00:00:00.000Z,2020-07-01T00:00:00.000Z PTA:s1m_grd_vv_std Sentinel 1 mosaics for the GRD product, which is the vertical polarization ground back scatter of vertical polarization radar pulse. As several measurements have been summed up over 11 days, this is the standard deviation of these measurements. Usually a single pixel is surveyed every 2-3 days over Finland. s1m_grd_vv_std WCS ImageMosaic EPSG:3067 CRS:84 15.195465575912904 36.022095926354645 58.408082846811425 70.30030649555268 2020-01-11T00:00:00.000Z,2020-01-21T00:00:00.000Z,2020-01-31T00:00:00.000Z,2020-02-11T00:00:00.000Z,2020-02-21T00:00:00.000Z,2020-03-02T00:00:00.000Z,2020-03-11T00:00:00.000Z,2020-03-21T00:00:00.000Z,2020-04-11T00:00:00.000Z,2020-04-21T00:00:00.000Z,2020-05-01T00:00:00.000Z,2020-05-11T00:00:00.000Z,2020-05-21T00:00:00.000Z,2020-05-31T00:00:00.000Z,2020-06-11T00:00:00.000Z,2020-06-21T00:00:00.000Z,2020-07-01T00:00:00.000Z PTA:s2gm_b080403 These Sentinel-2 mosaics (false color composite, scaled to 8-bit data for viewing purposes) have been done using Sentinel-2 Global Mosaic service. Spatial resolution is 10 m. The time frames of produced mosaics are 1.4.-30.6.2019, 1.7.-30.9.2019 and 1.4.-30.6.2020. s2gm_b080403 WCS ImageMosaic EPSG:3067 CRS:84 15.195465575912904 36.022095926354645 59.29783059432978 70.30030649555268 PTA:s2m_ndbi Mosaic of Sentinel 2 image indexes made for highlighting build-up areas. Build-up areas heavely modified human activity tend to have lot features such as asphalt and concrete that are highly reflective on shortwave infrared (SWIR) and less so on near infrared (NIR) part of electromagnetic spectrum. Equation (SWIR-NIR) / (SWIR+NIR) will give build-up areas positive values and other features values close to zero or negative. s2m_ndbi WCS ImageMosaic EPSG:3067 CRS:84 15.195465575912904 36.022095926354645 59.29783059432978 70.30030649555268 2016-04-30T00:00:00.000Z,2016-05-15T00:00:00.000Z,2016-05-31T00:00:00.000Z,2016-06-15T00:00:00.000Z,2016-06-30T00:00:00.000Z,2016-07-15T00:00:00.000Z,2016-07-31T00:00:00.000Z,2016-08-15T00:00:00.000Z,2016-08-31T00:00:00.000Z,2016-09-15T00:00:00.000Z,2016-09-30T00:00:00.000Z,2016-10-15T00:00:00.000Z,2016-10-31T00:00:00.000Z,2017-04-30T00:00:00.000Z,2017-05-15T00:00:00.000Z,2017-05-31T00:00:00.000Z,2017-06-15T00:00:00.000Z,2017-06-30T00:00:00.000Z,2017-07-15T00:00:00.000Z,2017-07-31T00:00:00.000Z,2017-08-15T00:00:00.000Z,2017-08-31T00:00:00.000Z,2017-09-15T00:00:00.000Z,2017-09-30T00:00:00.000Z,2017-10-15T00:00:00.000Z,2017-10-31T00:00:00.000Z,2018-04-30T00:00:00.000Z,2018-05-15T00:00:00.000Z,2018-05-31T00:00:00.000Z,2018-06-15T00:00:00.000Z,2018-06-30T00:00:00.000Z,2018-07-15T00:00:00.000Z,2018-07-31T00:00:00.000Z,2018-08-15T00:00:00.000Z,2018-08-31T00:00:00.000Z,2018-09-15T00:00:00.000Z,2018-09-30T00:00:00.000Z,2018-10-15T00:00:00.000Z,2018-10-31T00:00:00.000Z,2019-04-30T00:00:00.000Z,2019-05-15T00:00:00.000Z,2019-05-31T00:00:00.000Z,2019-06-15T00:00:00.000Z,2019-06-30T00:00:00.000Z,2019-07-15T00:00:00.000Z,2019-07-31T00:00:00.000Z,2019-08-15T00:00:00.000Z,2019-08-31T00:00:00.000Z,2019-09-15T00:00:00.000Z,2019-09-30T00:00:00.000Z,2019-10-15T00:00:00.000Z,2019-10-31T00:00:00.000Z,2020-04-30T00:00:00.000Z,2020-05-15T00:00:00.000Z,2020-05-31T00:00:00.000Z,2020-06-15T00:00:00.000Z,2020-06-30T00:00:00.000Z,2020-07-15T00:00:00.000Z,2020-07-31T00:00:00.000Z,2020-08-15T00:00:00.000Z,2020-08-31T00:00:00.000Z,2020-09-15T00:00:00.000Z,2020-09-30T00:00:00.000Z,2020-10-15T00:00:00.000Z,2020-10-31T00:00:00.000Z,2021-04-30T00:00:00.000Z,2021-05-15T00:00:00.000Z,2021-05-31T00:00:00.000Z,2021-06-15T00:00:00.000Z,2021-06-30T00:00:00.000Z,2021-07-15T00:00:00.000Z,2021-07-31T00:00:00.000Z,2021-08-15T00:00:00.000Z,2021-08-31T00:00:00.000Z,2021-09-15T00:00:00.000Z,2021-09-30T00:00:00.000Z,2021-10-15T00:00:00.000Z,2021-10-31T00:00:00.000Z,2022-04-30T00:00:00.000Z,2022-05-15T00:00:00.000Z,2022-05-31T00:00:00.000Z,2022-06-15T00:00:00.000Z,2022-06-30T00:00:00.000Z,2022-07-15T00:00:00.000Z,2022-07-31T00:00:00.000Z,2022-08-15T00:00:00.000Z,2022-08-31T00:00:00.000Z,2022-09-15T00:00:00.000Z,2022-09-30T00:00:00.000Z,2022-10-15T00:00:00.000Z,2022-10-31T00:00:00.000Z,2023-04-30T00:00:00.000Z,2023-05-15T00:00:00.000Z,2023-05-31T00:00:00.000Z,2023-06-15T00:00:00.000Z,2023-06-30T00:00:00.000Z,2023-07-15T00:00:00.000Z,2023-07-31T00:00:00.000Z,2023-08-15T00:00:00.000Z,2023-08-31T00:00:00.000Z,2023-09-15T00:00:00.000Z,2023-09-30T00:00:00.000Z,2023-10-15T00:00:00.000Z,2023-10-31T00:00:00.000Z,2024-04-30T00:00:00.000Z,2024-05-15T00:00:00.000Z,2024-05-31T00:00:00.000Z,2024-06-15T00:00:00.000Z,2024-06-30T00:00:00.000Z,2024-07-15T00:00:00.000Z,2024-07-31T00:00:00.000Z,2024-08-15T00:00:00.000Z,2024-08-31T00:00:00.000Z,2024-09-15T00:00:00.000Z,2024-09-30T00:00:00.000Z,2024-10-15T00:00:00.000Z,2024-10-31T00:00:00.000Z,2025-04-30T00:00:00.000Z,2025-05-15T00:00:00.000Z,2025-05-31T00:00:00.000Z,2025-06-15T00:00:00.000Z,2025-06-30T00:00:00.000Z,2025-07-15T00:00:00.000Z,2025-07-31T00:00:00.000Z,2025-08-15T00:00:00.000Z,2025-08-31T00:00:00.000Z,2025-09-15T00:00:00.000Z,2025-09-30T00:00:00.000Z,2025-10-15T00:00:00.000Z,2025-10-31T00:00:00.000Z PTA:s2m_ndmi Mosaic of Sentinel 2 image indexes made for monitoring changes in water content of leaves. This index is derived from the Near-Infrared (NIR) and Short Wave Infrared (SWIR) channels of the satellite instrument. SWIR reflectance is affected by changes in both the vegetation water content and the spongy mesophyll structure in vegetation canopies. NIR reflectance is affected by leaf internal structure and leaf dry matter content but not by water content. Equation NDBI=(NIR-SWIR)/(NIR+SWIR) gives values between -1 and 1 with open water getting close to 1, healthy well-watered vegetation getting values from 0.3 to 0.7, dry vegetation getting low positive values and bare soil getting negative values. s2m_ndmi WCS ImageMosaic EPSG:3067 CRS:84 15.195465575912904 36.022095926354645 59.29783059432978 70.30030649555268 2016-04-30T00:00:00.000Z,2016-05-15T00:00:00.000Z,2016-05-31T00:00:00.000Z,2016-06-15T00:00:00.000Z,2016-06-30T00:00:00.000Z,2016-07-15T00:00:00.000Z,2016-07-31T00:00:00.000Z,2016-08-15T00:00:00.000Z,2016-08-31T00:00:00.000Z,2016-09-15T00:00:00.000Z,2016-09-30T00:00:00.000Z,2016-10-15T00:00:00.000Z,2016-10-31T00:00:00.000Z,2017-04-30T00:00:00.000Z,2017-05-15T00:00:00.000Z,2017-05-31T00:00:00.000Z,2017-06-15T00:00:00.000Z,2017-06-30T00:00:00.000Z,2017-07-15T00:00:00.000Z,2017-07-31T00:00:00.000Z,2017-08-15T00:00:00.000Z,2017-08-31T00:00:00.000Z,2017-09-15T00:00:00.000Z,2017-09-30T00:00:00.000Z,2017-10-15T00:00:00.000Z,2017-10-31T00:00:00.000Z,2018-04-30T00:00:00.000Z,2018-05-15T00:00:00.000Z,2018-05-31T00:00:00.000Z,2018-06-15T00:00:00.000Z,2018-06-30T00:00:00.000Z,2018-07-15T00:00:00.000Z,2018-07-31T00:00:00.000Z,2018-08-15T00:00:00.000Z,2018-08-31T00:00:00.000Z,2018-09-15T00:00:00.000Z,2018-09-30T00:00:00.000Z,2018-10-15T00:00:00.000Z,2018-10-31T00:00:00.000Z,2019-04-30T00:00:00.000Z,2019-05-15T00:00:00.000Z,2019-05-31T00:00:00.000Z,2019-06-15T00:00:00.000Z,2019-06-30T00:00:00.000Z,2019-07-15T00:00:00.000Z,2019-07-31T00:00:00.000Z,2019-08-15T00:00:00.000Z,2019-08-31T00:00:00.000Z,2019-09-15T00:00:00.000Z,2019-09-30T00:00:00.000Z,2019-10-15T00:00:00.000Z,2019-10-31T00:00:00.000Z,2020-04-30T00:00:00.000Z,2020-05-15T00:00:00.000Z,2020-05-31T00:00:00.000Z,2020-06-15T00:00:00.000Z,2020-06-30T00:00:00.000Z,2020-07-15T00:00:00.000Z,2020-07-31T00:00:00.000Z,2020-08-15T00:00:00.000Z,2020-08-31T00:00:00.000Z,2020-09-15T00:00:00.000Z,2020-09-30T00:00:00.000Z,2020-10-15T00:00:00.000Z,2020-10-31T00:00:00.000Z,2021-04-30T00:00:00.000Z,2021-05-15T00:00:00.000Z,2021-05-31T00:00:00.000Z,2021-06-15T00:00:00.000Z,2021-06-30T00:00:00.000Z,2021-07-15T00:00:00.000Z,2021-07-31T00:00:00.000Z,2021-08-15T00:00:00.000Z,2021-08-31T00:00:00.000Z,2021-09-15T00:00:00.000Z,2021-09-30T00:00:00.000Z,2021-10-15T00:00:00.000Z,2021-10-31T00:00:00.000Z,2022-04-30T00:00:00.000Z,2022-05-15T00:00:00.000Z,2022-05-31T00:00:00.000Z,2022-06-15T00:00:00.000Z,2022-06-30T00:00:00.000Z,2022-07-15T00:00:00.000Z,2022-07-31T00:00:00.000Z,2022-08-15T00:00:00.000Z,2022-08-31T00:00:00.000Z,2022-09-15T00:00:00.000Z,2022-09-30T00:00:00.000Z,2022-10-15T00:00:00.000Z,2022-10-31T00:00:00.000Z,2023-04-30T00:00:00.000Z,2023-05-15T00:00:00.000Z,2023-05-31T00:00:00.000Z,2023-06-15T00:00:00.000Z,2023-06-30T00:00:00.000Z,2023-07-15T00:00:00.000Z,2023-07-31T00:00:00.000Z,2023-08-15T00:00:00.000Z,2023-08-31T00:00:00.000Z,2023-09-15T00:00:00.000Z,2023-09-30T00:00:00.000Z,2023-10-15T00:00:00.000Z,2023-10-31T00:00:00.000Z,2024-04-30T00:00:00.000Z,2024-05-15T00:00:00.000Z,2024-05-31T00:00:00.000Z,2024-06-15T00:00:00.000Z,2024-06-30T00:00:00.000Z,2024-07-15T00:00:00.000Z,2024-07-31T00:00:00.000Z,2024-08-15T00:00:00.000Z,2024-08-31T00:00:00.000Z,2024-09-15T00:00:00.000Z,2024-09-30T00:00:00.000Z,2024-10-15T00:00:00.000Z,2024-10-31T00:00:00.000Z,2025-04-30T00:00:00.000Z,2025-05-15T00:00:00.000Z,2025-05-31T00:00:00.000Z,2025-06-15T00:00:00.000Z,2025-06-30T00:00:00.000Z,2025-07-15T00:00:00.000Z,2025-07-31T00:00:00.000Z,2025-08-15T00:00:00.000Z,2025-08-31T00:00:00.000Z,2025-09-15T00:00:00.000Z,2025-09-30T00:00:00.000Z,2025-10-15T00:00:00.000Z,2025-10-31T00:00:00.000Z PTA:s2m_ndsi Sentinel 2 normalized difference snow index mosaic Mosaic of Sentinel 2 image indexes made for highlighting snow covered areas and to differentiate snow from clouds. Snow is highly reflective on all visible bands of electromagnetic spectrum, but can easily be mixed with clouds that have similar properties (both look white). Snow however has far lower reflectance on shortwave infrared part of the spectrum and this can be used to differentiate snow and clouds. Equation NDSI=(VIS-SWIR)/(VIS+SWIR) gives values between -1 and 1 with snow getting values between 0.5 and 1 and clouds usually getting positive values close to zero. s2m_ndsi WCS ImageMosaic EPSG:3067 CRS:84 15.195465575912904 36.022095926354645 59.29783059432978 70.30030649555268 2016-04-30T00:00:00.000Z,2016-05-15T00:00:00.000Z,2016-05-31T00:00:00.000Z,2016-06-15T00:00:00.000Z,2016-06-30T00:00:00.000Z,2016-07-15T00:00:00.000Z,2016-07-31T00:00:00.000Z,2016-08-15T00:00:00.000Z,2016-08-31T00:00:00.000Z,2016-09-15T00:00:00.000Z,2016-09-30T00:00:00.000Z,2016-10-15T00:00:00.000Z,2016-10-31T00:00:00.000Z,2017-04-30T00:00:00.000Z,2017-05-15T00:00:00.000Z,2017-05-31T00:00:00.000Z,2017-06-15T00:00:00.000Z,2017-06-30T00:00:00.000Z,2017-07-15T00:00:00.000Z,2017-07-31T00:00:00.000Z,2017-08-15T00:00:00.000Z,2017-08-31T00:00:00.000Z,2017-09-15T00:00:00.000Z,2017-09-30T00:00:00.000Z,2017-10-15T00:00:00.000Z,2017-10-31T00:00:00.000Z,2018-04-30T00:00:00.000Z,2018-05-15T00:00:00.000Z,2018-05-31T00:00:00.000Z,2018-06-15T00:00:00.000Z,2018-06-30T00:00:00.000Z,2018-07-15T00:00:00.000Z,2018-07-31T00:00:00.000Z,2018-08-15T00:00:00.000Z,2018-08-31T00:00:00.000Z,2018-09-15T00:00:00.000Z,2018-09-30T00:00:00.000Z,2018-10-15T00:00:00.000Z,2018-10-31T00:00:00.000Z,2019-04-30T00:00:00.000Z,2019-05-15T00:00:00.000Z,2019-05-31T00:00:00.000Z,2019-06-15T00:00:00.000Z,2019-06-30T00:00:00.000Z,2019-07-15T00:00:00.000Z,2019-07-31T00:00:00.000Z,2019-08-15T00:00:00.000Z,2019-08-31T00:00:00.000Z,2019-09-15T00:00:00.000Z,2019-09-30T00:00:00.000Z,2019-10-15T00:00:00.000Z,2019-10-31T00:00:00.000Z,2020-04-30T00:00:00.000Z,2020-05-15T00:00:00.000Z,2020-05-31T00:00:00.000Z,2020-06-15T00:00:00.000Z,2020-06-30T00:00:00.000Z,2020-07-15T00:00:00.000Z,2020-07-31T00:00:00.000Z,2020-08-15T00:00:00.000Z,2020-08-31T00:00:00.000Z,2020-09-15T00:00:00.000Z,2020-09-30T00:00:00.000Z,2020-10-15T00:00:00.000Z,2020-10-31T00:00:00.000Z,2021-04-30T00:00:00.000Z,2021-05-15T00:00:00.000Z,2021-05-31T00:00:00.000Z,2021-06-15T00:00:00.000Z,2021-06-30T00:00:00.000Z,2021-07-15T00:00:00.000Z,2021-07-31T00:00:00.000Z,2021-08-15T00:00:00.000Z,2021-08-31T00:00:00.000Z,2021-09-15T00:00:00.000Z,2021-09-30T00:00:00.000Z,2021-10-15T00:00:00.000Z,2021-10-31T00:00:00.000Z,2022-04-30T00:00:00.000Z,2022-05-15T00:00:00.000Z,2022-05-31T00:00:00.000Z,2022-06-15T00:00:00.000Z,2022-06-30T00:00:00.000Z,2022-07-15T00:00:00.000Z,2022-07-31T00:00:00.000Z,2022-08-15T00:00:00.000Z,2022-08-31T00:00:00.000Z,2022-09-15T00:00:00.000Z,2022-09-30T00:00:00.000Z,2022-10-15T00:00:00.000Z,2022-10-31T00:00:00.000Z,2023-04-30T00:00:00.000Z,2023-05-15T00:00:00.000Z,2023-05-31T00:00:00.000Z,2023-06-15T00:00:00.000Z,2023-06-30T00:00:00.000Z,2023-07-15T00:00:00.000Z,2023-07-31T00:00:00.000Z,2023-08-15T00:00:00.000Z,2023-08-31T00:00:00.000Z,2023-09-15T00:00:00.000Z,2023-09-30T00:00:00.000Z,2023-10-15T00:00:00.000Z,2023-10-31T00:00:00.000Z,2024-04-30T00:00:00.000Z,2024-05-15T00:00:00.000Z,2024-05-31T00:00:00.000Z,2024-06-15T00:00:00.000Z,2024-06-30T00:00:00.000Z,2024-07-15T00:00:00.000Z,2024-07-31T00:00:00.000Z,2024-08-15T00:00:00.000Z,2024-08-31T00:00:00.000Z,2024-09-15T00:00:00.000Z,2024-09-30T00:00:00.000Z,2024-10-15T00:00:00.000Z,2024-10-31T00:00:00.000Z,2025-04-30T00:00:00.000Z,2025-05-15T00:00:00.000Z,2025-05-31T00:00:00.000Z,2025-06-15T00:00:00.000Z,2025-06-30T00:00:00.000Z,2025-07-15T00:00:00.000Z,2025-07-31T00:00:00.000Z,2025-08-15T00:00:00.000Z,2025-08-31T00:00:00.000Z,2025-09-15T00:00:00.000Z,2025-09-30T00:00:00.000Z,2025-10-15T00:00:00.000Z,2025-10-31T00:00:00.000Z PTA:s2m_ndti Mosaic of Sentinel 2 image indexes made for detecting crop residue cover and tillage intensity. Based on cellulose absorption feature of dead vegetation and can be used to differentiate between dry bare soil, tilled fields and fields left fallow. Equation NDTI=(SWIR1-SWIR2)/(SWIR1-SWIR2) s2m_ndti WCS ImageMosaic EPSG:3067 CRS:84 15.195465575912904 36.022095926354645 59.29783059432978 70.30030649555268 2016-04-30T00:00:00.000Z,2016-05-15T00:00:00.000Z,2016-05-31T00:00:00.000Z,2016-06-15T00:00:00.000Z,2016-06-30T00:00:00.000Z,2016-07-15T00:00:00.000Z,2016-07-31T00:00:00.000Z,2016-08-15T00:00:00.000Z,2016-08-31T00:00:00.000Z,2016-09-15T00:00:00.000Z,2016-09-30T00:00:00.000Z,2016-10-15T00:00:00.000Z,2016-10-31T00:00:00.000Z,2017-04-30T00:00:00.000Z,2017-05-15T00:00:00.000Z,2017-05-31T00:00:00.000Z,2017-06-15T00:00:00.000Z,2017-06-30T00:00:00.000Z,2017-07-15T00:00:00.000Z,2017-07-31T00:00:00.000Z,2017-08-15T00:00:00.000Z,2017-08-31T00:00:00.000Z,2017-09-15T00:00:00.000Z,2017-09-30T00:00:00.000Z,2017-10-15T00:00:00.000Z,2017-10-31T00:00:00.000Z,2018-04-30T00:00:00.000Z,2018-05-15T00:00:00.000Z,2018-05-31T00:00:00.000Z,2018-06-15T00:00:00.000Z,2018-06-30T00:00:00.000Z,2018-07-15T00:00:00.000Z,2018-07-31T00:00:00.000Z,2018-08-15T00:00:00.000Z,2018-08-31T00:00:00.000Z,2018-09-15T00:00:00.000Z,2018-09-30T00:00:00.000Z,2018-10-15T00:00:00.000Z,2018-10-31T00:00:00.000Z,2019-04-30T00:00:00.000Z,2019-05-15T00:00:00.000Z,2019-05-31T00:00:00.000Z,2019-06-15T00:00:00.000Z,2019-06-30T00:00:00.000Z,2019-07-15T00:00:00.000Z,2019-07-31T00:00:00.000Z,2019-08-15T00:00:00.000Z,2019-08-31T00:00:00.000Z,2019-09-15T00:00:00.000Z,2019-09-30T00:00:00.000Z,2019-10-15T00:00:00.000Z,2019-10-31T00:00:00.000Z,2020-04-30T00:00:00.000Z,2020-05-15T00:00:00.000Z,2020-05-31T00:00:00.000Z,2020-06-15T00:00:00.000Z,2020-06-30T00:00:00.000Z,2020-07-15T00:00:00.000Z,2020-07-31T00:00:00.000Z,2020-08-15T00:00:00.000Z,2020-08-31T00:00:00.000Z,2020-09-15T00:00:00.000Z,2020-09-30T00:00:00.000Z,2020-10-15T00:00:00.000Z,2020-10-31T00:00:00.000Z,2021-04-30T00:00:00.000Z,2021-05-15T00:00:00.000Z,2021-05-31T00:00:00.000Z,2021-06-15T00:00:00.000Z,2021-06-30T00:00:00.000Z,2021-07-15T00:00:00.000Z,2021-07-31T00:00:00.000Z,2021-08-15T00:00:00.000Z,2021-08-31T00:00:00.000Z,2021-09-15T00:00:00.000Z,2021-09-30T00:00:00.000Z,2021-10-15T00:00:00.000Z,2021-10-31T00:00:00.000Z,2022-04-30T00:00:00.000Z,2022-05-15T00:00:00.000Z,2022-05-31T00:00:00.000Z,2022-06-15T00:00:00.000Z,2022-06-30T00:00:00.000Z,2022-07-15T00:00:00.000Z,2022-07-31T00:00:00.000Z,2022-08-15T00:00:00.000Z,2022-08-31T00:00:00.000Z,2022-09-15T00:00:00.000Z,2022-09-30T00:00:00.000Z,2022-10-15T00:00:00.000Z,2022-10-31T00:00:00.000Z,2023-04-30T00:00:00.000Z,2023-05-15T00:00:00.000Z,2023-05-31T00:00:00.000Z,2023-06-15T00:00:00.000Z,2023-06-30T00:00:00.000Z,2023-07-15T00:00:00.000Z,2023-07-31T00:00:00.000Z,2023-08-15T00:00:00.000Z,2023-08-31T00:00:00.000Z,2023-09-15T00:00:00.000Z,2023-09-30T00:00:00.000Z,2023-10-15T00:00:00.000Z,2023-10-31T00:00:00.000Z,2024-04-30T00:00:00.000Z,2024-05-15T00:00:00.000Z,2024-05-31T00:00:00.000Z,2024-06-15T00:00:00.000Z,2024-06-30T00:00:00.000Z,2024-07-15T00:00:00.000Z,2024-07-31T00:00:00.000Z,2024-08-15T00:00:00.000Z,2024-08-31T00:00:00.000Z,2024-09-15T00:00:00.000Z,2024-09-30T00:00:00.000Z,2024-10-15T00:00:00.000Z,2024-10-31T00:00:00.000Z,2025-04-30T00:00:00.000Z,2025-05-15T00:00:00.000Z,2025-05-31T00:00:00.000Z,2025-06-15T00:00:00.000Z,2025-06-30T00:00:00.000Z,2025-07-15T00:00:00.000Z,2025-07-31T00:00:00.000Z,2025-08-15T00:00:00.000Z,2025-08-31T00:00:00.000Z,2025-09-15T00:00:00.000Z,2025-09-30T00:00:00.000Z,2025-10-15T00:00:00.000Z,2025-10-31T00:00:00.000Z PTA:s2m_ndvi Mosaic of Sentinel 2 image indexes made for highlighting vegetation covered areas and to monitor the condition of vegetation or vegetation health. Chlorophyll content of vegetation absorb strongly the red wavelength of sunlight and reflect in near-infrared wavelengths. Unhealthy or dry vegetation has much lower chlorophyll content. Equation (SWIR-NIR) / (SWIR+NIR), gives values between -1 and 1 with healty heavy vegetation getting values >0.6, shurbs, grasslands and drying crops getting low positive values from 0.2 to 0.5, snow and barren soil getting values close to zero and deep water getting high negative values down to -1. s2m_ndvi WCS ImageMosaic EPSG:3067 CRS:84 15.195465575912904 36.022095926354645 58.408082846811425 70.30030649555268 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RIO:s2s_rio_pc5 s2s_rio_pc5 WCS ImageMosaic EPSG:3411 CRS:84 -180.0 180.0 50.0 90.0 2024-06-06T00:00:00.000Z,2024-06-07T00:00:00.000Z,2024-06-08T00:00:00.000Z,2024-06-10T00:00:00.000Z Satellite:sce_paneu_500m sce_paneu_500m WCS ImageMosaic EPSG:4326 CRS:84 -11.0 50.0 35.0 72.0 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