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* adjust buil_cutout.py and Snakefile * try adjusting build_renewable_profiles, currently crashing due to weird pyproj error * build_renewable_profiles: -remove printing gid * build_renewable_profiles: use dask for paralellization, use dense functions * build_renewable_profiles: - revise imports - add logging for long calculation - revise explaining comment - revise distance calculation * build profiles: adjust to cutout.grid * * fix area to square km * rename potmatrix -> capacity_potential * rename available to availibility * config.default update cutout params build_renewable_potentials: major refactoring and simplification hydro_profiles: update code * build profiles: fix weight output dimensions * build profiles: fix typo, fix selection of buses * build profiles: reinsert paths variable * follow up * build profiles: move to dask calculation only * CI: set build cutout to true (add CDSAPI) * build profiles: use pyproj, test with gleas and geokit upstream * environment.yaml fix atlite version * build profiles: use dask 'processes' for more than 25 regions * build profiles: specify dask scheduler according to number of regions * backpedal a bit, only allow scheduler='processes' * follow up, code style and fixup * build profiles: add logger info for underwater fraction calc * config adjust cutout parameters Snakefile fixup * config.default.yaml: adjust resolution * config: use one cutout in total build_cutout: automatic detetection of geographical boundaries * env: add python>=3.8 requirement build_cutout: fixup for region bound * config: allow base cutout * folllow up, fix up * follow up II * clean up * clean up II * build profiles: move back to multiprocessing due to performance issues * small code style corrections * move in pool context * swqitch to ratsterio * switch to rasterio for availibility calculation * tiny fixup * * build continental raster for offshore distance calculation * adjust Snakefile to new script build_raster * rename continental raster to onshore raster add projected_mask function (not yet tested) add docstrings, modularize * Snakefile: remove build_onhore_raster rule, build mask directly from geometry instead build_natura_raster: adjust code, add function for exporting build_profiles: * add buffer to shore distance to init_globals function * update docstrings * improve handling of nodata grid codes * add geometry mask if natura raster not activated (the 255 value is an 'eligible' value for the corine data base, do this for excluding data outside the shape) * build_profiles: adjust docstrings * update environment * build profiles: fixup reproject woth padding * follow up, small fixups * fix resampling method checkpoint: reproduces solar profile in tut data * reintegrate plot map code style * config: rename cutout into "base" * build profiles: adjust to new atlite code * natura raster: small fixup * build natura raster: compress tiff file * config: adjust cutout names * build profiles: cover case if no or partial overlap between natura raster and cutout * config-tutorial: adjust cutout params * buid-profifiles: fixup in gebco filter * follow up * update config files * build profiles: select layoutmatrix != 0 * build profiles: speed up average_distance and underwaterfraction * build profiles: fix typo * update release notes build_cutout: only build needed features * update envs * config: add temperature to sarah features * temporary fix for atlite v0.2.1 and new xarray version release * env: remove xarray specification * * remove rule build_country_flh * build profiles: remove sneaked in line * doc: update configuration.rst (section atlite) and corresponding csv table * release notes: fix quotes * build profiles: use 3035 for area calculation * Update envs/environment.docs.yaml * Update scripts/build_cutout.py * Update doc/release_notes.rst Co-authored-by: euronion <42553970+euronion@users.noreply.github.com> * Update doc/configuration.rst Co-authored-by: euronion <42553970+euronion@users.noreply.github.com> * Update scripts/build_cutout.py Co-authored-by: euronion <42553970+euronion@users.noreply.github.com> * update release notes * release notes: add deprecation of 'keep_all_available_areas' build profiles: remove warning for 'keep_all_available_areas' * build cutout: rearrage code, set buffer correctly * Rename tutorial cutout to remove name clash with real cutout. * Update release_notes.rst: Rename tutorial cutout. * retrieve: update cutouts and downloads (alternative) (#237) * retrieve: update cutouts and downloads * retrieve: remove unnecessary import * use snakemake remote file functionality * Snakefile: update zenodo link * update natura remote link (closes #234) * env: update atlite version to 0.2.2 * env: fix dask version due to memory issues * test: retrieve cutout instead of build * test: use tutorial cutout for CI Co-authored-by: euronion <42553970+euronion@users.noreply.github.com> Co-authored-by: Fabian Neumann <fabian.neumann@outlook.de>
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..
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SPDX-FileCopyrightText: 2019-2020 The PyPSA-Eur Authors
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SPDX-License-Identifier: CC-BY-4.0
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.. _data:
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Rules ``retrieve*``
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=============================
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Not all data dependencies are shipped with the git repository,
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since git is not suited for handling large changing files.
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Instead we provide separate data bundles which can be obtained
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using the ``retrieve*`` rules.
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Rule ``retrieve_databundle``
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----------------------------
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.. automodule:: retrieve_databundle
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Rule ``retrieve_cutout``
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------------------------
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.. image:: https://zenodo.org/badge/DOI/10.5281/zenodo.3517949.svg
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:target: https://doi.org/10.5281/zenodo.3517949
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Cutouts are spatio-temporal subsets of the European weather data from the `ECMWF ERA5 <https://software.ecmwf.int/wiki/display/CKB/ERA5+data+documentation>`_ reanalysis dataset and the `CMSAF SARAH-2 <https://wui.cmsaf.eu/safira/action/viewDoiDetails?acronym=SARAH_V002>`_ solar surface radiation dataset for the year 2013.
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They have been prepared by and are for use with the `atlite <https://github.com/PyPSA/atlite>`_ tool. You can either generate them yourself using the ``build_cutouts`` rule or retrieve them directly from `zenodo <https://doi.org/10.5281/zenodo.3517949>`_ through the rule ``retrieve_cutout``.
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The :ref:`tutorial` uses a smaller cutout than required for the full model (30 MB), which is also automatically downloaded.
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.. note::
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To download cutouts yourself from the `ECMWF ERA5 <https://software.ecmwf.int/wiki/display/CKB/ERA5+data+documentation>`_ you need to `set up the CDS API <https://cds.climate.copernicus.eu/api-how-to>`_.
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**Relevant Settings**
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.. code:: yaml
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tutorial:
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enable:
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build_cutout:
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.. seealso::
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Documentation of the configuration file ``config.yaml`` at
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:ref:`toplevel_cf`
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**Outputs**
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- ``cutouts/{cutout}``: weather data from either the `ERA5 <https://www.ecmwf.int/en/forecasts/datasets/reanalysis-datasets/era5>`_ reanalysis weather dataset or `SARAH-2 <https://wui.cmsaf.eu/safira/action/viewProduktSearch>`_ satellite-based historic weather data.
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.. seealso::
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For details see :mod:`build_cutout` and read the `atlite documentation <https://atlite.readthedocs.io>`_.
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Rule ``retrieve_natura_raster``
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-------------------------------
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.. image:: https://zenodo.org/badge/DOI/10.5281/zenodo.4706686.svg
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:target: https://doi.org/10.5281/zenodo.4706686
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This rule, as a substitute for :mod:`build_natura_raster`, downloads an already rasterized version (`natura.tiff <https://zenodo.org/record/4706686/files/natura.tiff>`_) of `Natura 2000 <https://en.wikipedia.org/wiki/Natura_2000>`_ natural protection areas to reduce computation times. The file is placed into the ``resources`` sub-directory.
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**Relevant Settings**
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.. code:: yaml
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enable:
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build_natura_raster:
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.. seealso::
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Documentation of the configuration file ``config.yaml`` at
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:ref:`toplevel_cf`
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**Outputs**
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- ``resources/natura.tiff``: Rasterized version of `Natura 2000 <https://en.wikipedia.org/wiki/Natura_2000>`_ natural protection areas to reduce computation times.
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.. seealso::
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For details see :mod:`build_natura_raster`.
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