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Illicit Deforestation Assessment

6th Geospatial Intelligence Challenge (GI6)
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Challenge Description

Sentinel-2 data are processed for the extraction of vegetation and bare soil indexes, in order to assess (with higher accuracy respect to the standard vegetation analysis) vegetated areas and to monitor potential deforestation activities.

Results

The results below are divided into Software Repositories, Online Services and Data Products Repositories.
In case you would like to get in touch with us about specific results, please use the indicated reference codes (e.g. WFP-01-01-01).

 

Software Repositories

There are two categories of software repositories generated for the Challenge:

  • GitLab repositories are hosting the reference software code, for use by the team members of a challenge only (restricted access)
  • GitHub repositories are hosting the public software code (mirrors), for engagement and collaborative work with the broad community of software developers (public access)

Follow the links below to proceed to one or the other, and find an "Ellip Workflows (ewf)" software application implementing a data processing function.
You can adapt this software to your own context, commit a contribution to the related repository, or engage with the BETTER consortium to run it for a specific purpose (new area of interest, ...) by requesting Cloud resources to support (at) terradue.com

Description Software repository (private) Software repository (public mirror) Reference
Combined threshold on NDVI and BSI to create a mask of 0 (no vegetation) and 1 (vegetation) value and add the cloud mask for Sentinel-2

For challenge team members only (authorized access)

https://gitlab.com/ec-better/satcen/applications/ewf-s2-vegetation-mask

For the developers' community (public access)

Upcoming

 SATCEN-02-03-01

Data Processing as-a-Service

There are two categories of "Data Processing as-a-Service" application packages created for the Data Challenge:

  • Data Processing Pipelines are controlling full EO data production campaigns, for use by approved members of a challenge only (authorized access),
  • On-demand Processing Services are controlling individual EO data processing jobs, also for use by the approved members of a challenge only (authorized access).

Follow the links below to proceed to one or the other, via a dedicated Geobrowser application providing web access to one or the other of the Data Processing services.
You can engage with the BETTER consortium to request authorized access via support (at) terradue.com

Description Data Processing Pipeline (private) On-demand Processing Service (private) Reference

Application package,
available for deployment as:

Data processing pipeline

  • Trigger App & coordinator, ready for production via Terradue Ops or via Ellip notebooks workspace for 'any' Scaler user)
  • No dedicated Geobrowser App available yet for Scaler users
  • Initial results from validation tests are available on the data Store

On-demand processing

  • Private access from dedicated Geobrowser available upon request, to authorized Scaler users.

For authorized users upon access request addressed to support (at) terradue.com. and after approval by WFP.

Geobrowser App access point (authorized access):

Upcoming 

A dedicated Geobrowser App configured to run and monitor EO data production campaigns based on the developed application packages.

Jupyter Notebook access point (authorized access):

Contact us
A dedicated Jupyter Notebook prepared to run and monitor EO data production campaigns based on the developed application packages.

For authorized users upon access request addressed to support (at) terradue.com. and after approval by WFP.

Geobrowser App access point (authorized access):

Upcoming


A dedicated Geobrowser App is configured to run and monitor individual EO data processing jobs based on the developed application packages.

 SATCEN-02-03-01

Data Product Repositories

There is a dedicated client App publicly available for the visualization of the data products resulting from EO data processing challenges.

The results can consist of:

  • Validation data: small amount of data products generated for approval by the Challenge promoter
  • Production campaign data: full-time series/collection of data products answering the Challenge promoter question about Earth Observation data being used to help solve global societal challenges
Description  Catalog entries (public) Data product repository (public) Reference
  • Only validation data at this stage (Feb.2020)
  • AOI: Afghanistan only

For the developers' community (public access):

Catalog entry for data collection description
(OWS Context format): 

https://catalog.terradue.com/better-satcen-02-03-01/description


Catalog entry for data product search
(OWS Context format):

https://catalog.terradue.com/better-satcen-02-03-01/search

 Combined threshold on NDVI and BSI to create vegetation mask and cloud mask for Sentinel-2 (public access):
https://ellip.terradue.com/geobrowser/?idx=better-satcen-apps/geoint-datapipeline-app&token=1f14623a-73fe-4fe2-b2a4-7b48da415fa5&context=datapipelines%2FLandUse-LandCover%2FResults​

 

 

 SATCEN-02-03-01
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