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# PERMASENSE DATA MANAGER: Code for management and processing PermaSense data
Authors: Samuel Weber, Jan Beutel, Matthias Meyer
Copyright: ETH Zurich, 2020
Weber, S., Beutel, J., Da Forno, R., Geiger, A., Gruber, S., Gsell, T., Hasler, A., Keller, M., Lim, R., Limpach, P., Meyer, M., Talzi, I., Thiele, L., Tschudin, C., Vieli, A., Vonder Mühll, D., and Yücel, M.: A decade of detailed observations (2008–2018) in steep bedrock permafrost at the Matterhorn Hörnligrat (Zermatt, CH), Earth Syst. Sci. Data, 11, 1203–1237, https://doi.org/10.5194/essd-11-1203-2019, 2019.
* Query data from PermaSense GSN~server and save it locally as csv-files,
* Load locally stored csv-files,
* Filter according to reference values if available,
* Clean data manually if needed using a metadata lookup table,
* Generate 60-minute aggregates using in principle arithmetic mean (exceptions for weather data, see ESSD paper Weber et al., 2019),
* Export yearly csv-files for each position/location,
* Generate standard plots for all positions/locations as sanity check and
* Query images from PermaSense GSN~server and save it locally as jpg-files.
## Requirements
Python and additional modules are required. Using anaconda you can install the requirements by executing the following command from this directory.
conda env create -f condaEnvironment.yml
conda activate permasense_datamgr
Note: Before you can use the function `get_GSNimg` in `manage_GSNdata.py`, you have to download NConvert and copy it in the directory `gsn_data_management`.
* NConvert is a powerful command line multi-platform batch image processor with more than 80 commands. Compatible with 500 image formats.
* **Download:** https://www.xnview.com/en/nconvert/
## Getting Started
Run:
## Structure: Folders and Files
.
├── condaEnvironment.yaml
├── examples
│ └── run_figures4paper_ESSD2020.py
├── manage_GSNdata.py
├── metadata
│ ├── clean_metadata.csv
│ ├── filter_metadata.csv
│ └── vsensor_metadata
├── NConvert
│ ├── Formats.txt
│ ├── license.txt
│ ├── nconvert
│ ├── Plugins.txt
│ ├── ReadMe.txt
│ ├── Usage.txt
│ └── WhatsNew.txt
├── permasense
│ ├── GSNdata.py
│ ├── plotting.py
└── README.md