From 0e6e0eb1107af649fcb99e98238f2b88bcc892f8 Mon Sep 17 00:00:00 2001 From: Daniel Wiesmann Date: Wed, 5 Jun 2024 12:41:45 +0100 Subject: [PATCH] Documented metadata file for normalization and wavelenghts --- docs/release-notes/specification.md | 15 ++++++++++++++- 1 file changed, 14 insertions(+), 1 deletion(-) diff --git a/docs/release-notes/specification.md b/docs/release-notes/specification.md index 1b5f050d..4209ea39 100644 --- a/docs/release-notes/specification.md +++ b/docs/release-notes/specification.md @@ -103,7 +103,20 @@ DECODER The data used for this model is described in detail in the [](training-data) section. -## Normalization parameters +## Normalization and Wavelength parameters + +The normalization parameters depend on the input system that is used. They are +therefore not static values, but rather an input variable to the model. + +Similarly, the model takes the central wavelength of each input band as a variable. + +During training we used Sentinel-2, Sentinel-1, Landsat 8 and 9, NAIP, and LINZ +data. For these we compiled normalization and wavelength values that were used +during training. These can be used for inferencing when passing data from any of +these systems. + +The normalization and wavelength parameters can be found in the following +[metadata file](https://github.com/Clay-foundation/model/blob/main/configs/metadata.yaml). ## Training Card