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‎README.md‎

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@@ -23,6 +23,9 @@ This __harmonisation__ process increases the theoretical number of acquisitions
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Regardless Missions, Product Type, __Gridded__ data are delivered, the S2 tiling system is based on
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the Military Grid Reference System (MGRS).
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Since __Sen2Like 4.3.0__, in addition to Sentinel-2 and Landsat missions, there have been an effort to integrate the PRISMA Earth Observation mission, which is a medium-resolution hyperspectral imaging satellite, developed, owned and operated by ASI (Agenzia Spaziale Italiana).
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Sen2like software supports the PRISMA L1 products through the usage of a pre-processor named "prisma4sen2like" that transforms PRISMA L1 products into an internal format: Sentinel-2 PRISMA (S2P) L1C products, spectrally aggregated into 13 Sentinel-2 bands and projected into L1C Sentinel-2 geometry (without refinement on Sentinel-2 GRI).
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The __processing workflow__ is based on following algorithms:
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* Geometric Corrections including registration to common reference & the stitching [4],
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* Atmospheric Corrections by using SMAC [5] relying on auxiliary meteorological data,
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It is worth noting that the overall accuracy of your final ARD product strongly depends on the accuracy of sen2like auxiliary data. Two categories of auxiliary data are important: the raster reference for geometric corrections and the meteorological data for atmospheric corrections. Regarding atmospheric corrections, one possibility is to use data from the Copernicus Atmosphere Monitoring Service [9]. The Sen2Like team prepared a dedicated CAMS monthly dataset for the Year 2020, available from [here](http://185.178.85.51/CAMS/). Please refer to this short [description](http://185.178.85.51/CAMS/Readme_CAMS2020.txt) for additional information.
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For further details on the format specification of the harmonized products or the functionalities of the Sen2Like software, please
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refer to the [Product Format Specification](https://github.com/senbox-org/sen2like/blob/master/sen2like/docs/source/S2-PDGS-MPC-L2HF-PFS-v1.1.pdf), and the [User Manual v1.7](https://github.com/senbox-org/sen2like/blob/master/sen2like/docs/source/S2-SEN2LIKE-UM-V1.7.pdf).
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refer to the [Product Format Specification](sen2like/docs/source/S2-PDGS-MPC-L2HF-PFS-v1.1.pdf), and the [User Manual v1.8](sen2like/docs/source/S2-SEN2LIKE-UM-V1.8.pdf).
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## Publications and Contacts
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**Yearning to know more ? Check out**
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+ [10] Saunier, S.; Pflug, B.; Lobos, I.M.; Franch, B.; Louis, J.; De Los Reyes, R.; Debaecker, V.; Cadau, E.G.; Boccia, V.; Gascon, F.; Kocaman, S. Sen2Like: Paving the Way towards Harmonization and Fusion of Optical Data. Remote Sens. 2022, 14, 3855. (https://doi.org/10.3390/rs14163855)
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**Learn how to use Sen2Like**, have a look at the [User Manual](https://github.com/senbox-org/sen2like/blob/master/sen2like/docs/source/S2-SEN2LIKE-UM-V1.7.pdf).
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**Learn how to use Sen2Like**, have a look at the [User Manual](sen2like/docs/source/S2-SEN2LIKE-UM-V1.8.pdf).
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**Get help**, contact us at sen2like@telespazio.com.
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‎Test_VRT_COG_Mosaic_QWG.zip‎

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‎prisma4sen2like/.gitignore‎

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**/__pycache__/
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.vscode/

‎prisma4sen2like/.pre-commit-config.yaml‎

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repos:
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- repo: https://github.com/pre-commit/pre-commit-hooks
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rev: v4.4.0
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hooks:
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- id: fix-encoding-pragma
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- id: check-docstring-first
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- repo: https://github.com/johann-petrak/licenseheaders.git
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rev: 'master'
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hooks:
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- id: licenseheaders
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pass_filenames: false # avoid files to be passed to pytest as args
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entry: licenseheaders
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args: [
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"-cy",
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"-o", "ESA",
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"-n", "Prisma4sen2like",
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"-t", "apache-2.tmpl",
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"-u", "https://github.com/senbox-org/sen2like/prisma4sen2like",
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"-d", "prisma",
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"-x", "prisma/sen2like/**/*.*",
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"-E", "*.py"
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]
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require_serial: true
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- repo: local
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hooks:
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- id: env
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name: env
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entry: python -c 'import os; assert os.environ["CONDA_DEFAULT_ENV"] == "prisma", "Not in prisma conda env"'
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language: system
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require_serial: true
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- id: isort
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name: isort
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entry: isort --check --profile black .
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language: system
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types: [python]
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require_serial: true
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- id: black
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name: black
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entry: black -l 120 --check .
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language: system
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types: [python]
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require_serial: true
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- id: bandit
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name: bandit
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description: 'Bandit is a tool for finding common security issues in Python code'
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entry: bandit .
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language: system
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types: [python]
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‎prisma4sen2like/.pylintrc‎

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[FORMAT]
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max-line-length=120

‎prisma4sen2like/LICENSE.txt‎

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‎prisma4sen2like/README.md‎

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# P4S2L (prisma4sen2like) <!-- omit in toc -->
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![License: Apache2](https://img.shields.io/badge/license-Apache%202-blue.svg?&logo=apache)
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[![pre-commit](https://img.shields.io/badge/pre--commit-enabled-brightgreen?&logo=pre-commit)](https://github.com/pre-commit/pre-commit)
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[![Code style: black](https://img.shields.io/badge/code%20style-black-black.svg?)](https://github.com/psf/black)
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[![Imports: isort](https://img.shields.io/badge/%20imports-isort-%231674b1?&labelColor=ef8336)](https://pycqa.github.io/isort/)
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PRISMA 4 Sen2like is a Python application that aims to create Sentinel L1C level like product from PRISMA L1 product.
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## Project status <!-- omit in toc -->
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**Prototype**
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## Table of content <!-- omit in toc -->
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- [Installation](#installation)
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- [Usage](#usage)
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- [Use S2P products withe sen2like](#use-s2p-products-withe-sen2like)
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- [Contributing](#contributing)
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- [Authors and acknowledgment](#authors-and-acknowledgment)
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- [License](#license)
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## Installation
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You need conda installed. We recommend to use minicoda with python 3.10.
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https://docs.conda.io/en/latest/miniconda.html
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```console
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git clone https://github.com/senbox-org/sen2like.git
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cd sen2like/prisma4sen2like
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conda env create -f environment.yml
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```
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You're now ready to use the program.
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For contribution, please read [contributing chapter](#contributing)
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## Usage
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Fist you MUST activate the conda environment:
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```console
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conda activate prisma
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```
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Display help:
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```console
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PYTHONPATH=prisma python prisma/main.py -h
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usage: main.py [-h] PRISMA_L1_FILE DESTINATION_FOLDER WORKING_DIR
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positional arguments:
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PRISMA_L1_FILE Prisma L1 he5 file
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DESTINATION_FOLDER Generated S2P destination folder
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WORKING_DIR Working directory
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options:
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-h, --help show this help message and exit
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```
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Usage example:
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```console
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PYTHONPATH=prisma python prisma/main.py \
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/data/Products/PRISMA/PRS_L1_STD_OFFL_20220714100507_20220714100511_0001.he5 \
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/data/Products/S2P \
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/data/wd
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```
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The log file shows the final product path, example:
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```
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[INFO ] [2023-06-15 07:51:23] product_builder.product_builder - Product available in /data/Products/S2P/S2P_MSIL1C_20220714T100509_N0000_R099_T33TTG_20230615T075030.SAFE
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```
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## Use S2P products withe sen2like
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To process S2P products with sen2like, put them in the Sentinel-2 archive folder of sen2like.
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## Contributing
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Please install code quality tool and lib:
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```bash
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conda install -n prisma -c conda-forge --file requirements_dev.txt
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pre-commit install && pre-commit install --hook-type pre-push
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```
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TODO : describe hooks
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## Authors and acknowledgment
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- Sebastien Saunier
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- Jérôme Louis
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- Patrice Canonici
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- Vincent Debaecker
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## License
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Apache2
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