Service Portfolio

The F-TEP service portfolio covers thematic processing services (Table 1) and supporting processing services (Table 2), as well as interactive applications (Table 3). A separate Service Portfolio document (pdf) gives a brief overview on the services, while the User Manual gives detailed guidance on how to use each service and tool.

In the tables below, services and tools that are listed as “Core Offering” are readily available to all platform users. The services listed as “by agreement” are also deployed on the platform, and they can be made available for use through a separate agreement. Interested users are encouraged to contact us for enquiries.

Table 1. Thematic Processing Services

Availability	Title	Description	Input	Output
Core Offering	VegetationIndices	Computation of radiometric indices (NDVI, TNDVI, RVI, SAVI, TSAVI, MSAVI, MSAVI2, GEMI, IPVI) Note: supports batch processing	Sentinel-2 L1C	GeoTiff
Core Offering	ForestChangeS2	Forest change mapping based on the ratio of red reflectance between two images	2 x Sentinel-2 L1C	GeoTiff
Core Offering	LandCoverS2	Land cover mapping with image classification trained by the Random Forest model, based on the algorithm implementation in the Orfeo ToolBox	Sentinel-2 L1C Reference data (Shapefile)	GeoTiff
Core Offering	LandCoverS1	Land cover mapping with image classification trained by the Random Forest model, based on the algorithm implementation in the Orfeo ToolBox	Sentinel-1: time series of VV-polarized (SVV) data Reference data (Shapefile)	GeoTiff
Core Offering	LandCoverGeotiff	Land cover mapping with image classification trained by the Random Forest model, based on the algorithm implementation in the Orfeo ToolBox	GeoTiff Reference data (Shapefile)	GeoTiff
Core Offering	S1Biomass	Biomass (stem volume) estimation using a fixed biomass model based on the water cloud model by Attema and Ulaby, 1978	Sentinel-1: time series of VH-polarized GRD data Forest mask in GeoTiff DEM in GeoTiff	GeoTiff
by agreement	AutoChangeS2	Change detection between two multispectral images from (preferably) the same satellite system; based on VTT-developed AutoChange methodology, which utilizes K-means clustering and subdivision of clusters of the first image	2 x GeoTiff	GeoTiff
by agreement	ProbaCluster	Unsupervised K-means clustering Part of the Probability classification and estimation chain	GeoTiff or ERS image, or the Envimon output (zip)	ProbaCluster output (zip)
by agreement	ProbaModel	Associates ground reference data with the clusters from ProbaCluster, by producing variable (forest or other) spatial averages Part of the Probability classification and estimation chain	ProbaCluster output (zip) Reference data (plot data, shapefile or an estimates image)	ProbaModel output (zip)
by agreement	ProbaEstimates	Produces a variable estimates output for (forest or other) spatial variables using clusters from ProbaCluster and cluster content data from ProbaModel Part of the Probability classification and estimation chain	GeoTiff or ERS image, or the Envimon output (zip) ProbaModel output (zip)	ProbaEstimates output (zip)
by agreement	MaskProba‌Estimates	Masks the output from ProbaEstimates with cloud mask generated in the Envimon service and with an optional forest mask Part of the Probability classification and estimation chain	ProbaEstimates output (zip) Envimon output (zip) Forest mask (GeoTiff), optional	ProbaEstimates output (zip)
by agreement	ForestProperty‌Data‌Xml‌2Shape	Converts ForestPropertyData from the Finnish Forest Information Standard to ESRI shapefiles	ForestPropertyData xml	Shapefile
by agreement	Estimate2Vector	Appends existing forest stand data with forest variable estimates provided as a raster image; the vector formatted stand data can be GeoJSON, ESRI shapefile or ForestPropertyData from the Finnish Forest Information Standard	Estimate image in GDAL supported format Stand data (ForestPropertyData xml, GeoJSON or Shapefile)	Updated stand data (XML, GeoJSON or Shapefile)

Table 2. Supporting Processing Services

Availability	Title	Description	Input	Output
Core Offering	S1stack	Mosaic Sentinel-1 images along the orbit, generating a separate image band per each acquisition day in the output product	Sentinel-1 GRD/SDV collection in the same geometry	image stack (GeoTiff)
Core Offering	S1stackTempvar	Mosaic Sentinel-1 images along the orbit, generating a separate image band per each acquisition day in the output product; additionally produces outputs with the interpolated stack and the temporal variability information	Sentinel-1 GRDH/SDV images in the same geometry	image stack (GeoTiff) image stack interpolated (GeoTiff) temporal variability (GeoTiff)
Core Offering	CombS2granules	Combines multiple Sentinel-2 tiles, belonging to the same full acquisition image, into a single output	N x Sentinel-2 L1C	GeoTiff
Core Offering	CombS2granulesZ	Combines multiple Sentinel-2 tiles, belonging to the same full acquisition image, into a single output; additionally performs projection to support tiles belonging to different UTM zones	N x Sentinel-2 L1C	GeoTiff
by agreement, API use only	Sentinel image selection	Metadata query service for sentinel image selection that creates a database of the available images matching the search criteria and their metadata	Parameters describing the required image characteristics	Sqlite3 database
by agreement	Analysis-ready S2	Combines a time series of Sentinel-2 L2A data to a uniform mosaic. Includes selection of usable data, atmospheric correction and relative radiometric normalization.	N x Sentinel-2 L2A	Analysis-ready Sentinel-2 GeoTiff
by agreement	S3toTiff	Converts Sentinel-3 OLCI data to GeoTiff format.	Sentinel-3 OLCI	GeoTiff in EPSG:3857
by agreement	Envimon	Extracts Sentinel-2 data to a multi-band image, and performs cloud masking with a VTT in-house method; outputs the contained images and the generated cloud masks	Sentinel-2 L1C	Envimon output (zip)
by agreement	Fmask40	Generates cloud masks for the input images using Fmask 4.0 algorithm; supports Sentinel 2 Level 1C and Landsat 8 images	Sentinel-2 L1C Landsat 8	GeoTiff
coming soon	MaskImage	Masks an input image using the given mask file and values	GeoTiff or ERS image	GeoTiff
coming soon	MosaicImages	Combines multiple input images into one output image using GDAL’s gdalwarp tool	several input types	e.g. GeoTiff
coming soon	GdalTranslate	Performs GDAL’s gdaltranslate tool with user-provided parameters	several input types	e.g. GeoTiff

Table 3. GUI Applications

Access	Title	Description	Input	Output
Core Offering	Monteverdi	Satellite image viewer and analysis tool from the open source Orfeo ToolBox v5.8.0	several input types	[can export output]
Core Offering	QGIS 3	QGIS v3.6, a free and open source Geographic Information System	several input types, e.g. GeoTiff, Shapefile	[can export output]
Core Offering	QGIS 2	QGIS v2.18, a free and open source Geographic Information System	several input types, e.g. GeoTiff, Shapefile	[can export output]
Core Offering	SNAP	Sentinel Applications Platform (SNAP) v6.0, an application for processing and analysis of Sentinel and other data - by Brockmann Consult, Array Systems Computing and C-S	any Sentinel data	[can export output]
by agreement	ProbaUI	GUI for the Probability classification and estimation chain that consists of ProbaCluster, ProbaModel and ProbaEstimates	image data reference data	[can export output]