CLIMADA

Stands for CLIMate ADAptation and is a probabilistic natural catastrophe impact model, that also calculates averted damage (benefit) thanks to adaptation measures of any kind (from grey to green infrastructure, behavioural, etc.).
https://github.com/climada-project/climada_python

Category: Climate Change
Sub Category: Natural Hazard and Storm

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Last synced: about 3 hours ago
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Repository metadata

Python version of CLIMADA

Host: GitHub
URL: https://github.com/climada-project/climada_python
Owner: CLIMADA-project
License: gpl-3.0
Created: 2017-12-01T10:47:53.000Z (over 7 years ago)
Default Branch: main
Last Pushed: 2025-04-16T07:41:26.000Z (11 days ago)
Last Synced: 2025-04-22T07:47:54.514Z (5 days ago)
Language: Jupyter Notebook
Homepage:
Size: 200 MB
Stars: 354
Watchers: 20
Forks: 128
Open Issues: 83
Releases: 38
Metadata Files:
- Readme: README.md
- Changelog: CHANGELOG.md
- Contributing: CONTRIBUTING.md
- License: LICENSE
- Codeowners: .github/CODEOWNERS
- Authors: AUTHORS.md
- Zenodo: .zenodo.json

README.md

CLIMADA

CLIMADA (CLIMate ADAptation) is a free and open-source software framework for climate risk assessment and adaptation
option appraisal. Designed by a large scientific community, it helps reasearchers, policymakers, and businesses analyse the impacts of natural hazards and
explore adaptation strategies.

As of today, CLIMADA provides global coverage of major climate-related extreme-weather hazards at high resolution (4x4km) via a data API For select hazards, historic and probabilistic events sets, for past, present and future climate exist at distinct time horizons.
You will find a repository containing scientific peer-reviewed articles that explain software components implemented in CLIMADA here.

CLIMADA is divided into two parts (two repositories):

the core climada_python contains all the modules necessary for the probabilistic impact, the averted damage, uncertainty and forecast calculations. Data for hazard, exposures and impact functions can be obtained from the data API. Litpop is included as demo Exposures module, and Tropical cyclones is included as a demo Hazard module.
the petals climada_petals contains all the modules for generating data (e.g., TC_Surge, WildFire, OpenStreeMap, ...). Most development is done here. The petals builds-upon the core and does not work as a stand-alone.

It is recommend for new users to begin with the core (1) and the tutorials therein.

This is the Python (3.9+) version of CLIMADA - please see here for backward compatibility with the MATLAB version.

Getting started

CLIMADA runs on Windows, macOS and Linux.
The released versions of CLIMADA are available from conda-forge.
Use the Mamba package manager to install it:

mamba install -c conda-forge climada

It is highly recommended to install CLIMADA into a separate Conda environment.
See the installation guide for further information.

Follow the tutorials in a Jupyter Notebook to see what can be done with CLIMADA and how.

Documentation

The online documentation is available on Read the Docs.The documentation of each release version of CLIMADA can be accessed separately through the drop-down menu at the bottom of the left sidebar. Additionally, the version 'stable' refers to the most recent release (installed via conda), and 'latest' refers to the latest unstable development version (the develop branch).

CLIMADA python:

CLIMADA petals:

The documentation can also be built locally.

Citing CLIMADA

See the Citation Guide.

Please use the following logo if you are presenting results obtained with or through CLIMADA:

Contributing

We welcome any contribution to this repository, be it bugfixes and other code changes and additions, documentation improvements, or tutorial updates.

If you would like to contribute, please refer to our Contribution Guide.

Versioning

We use SemVer for versioning. For the versions available, see the releases on this repository.

License

CLIMADA is free software: you can redistribute it and/or modify it under the terms of the GNU General Public License Version 3, 29 June 2007 as published by the Free Software Foundation, https://www.gnu.org/licenses/gpl-3.0.html

CLIMADA is distributed in the hope that it will be useful, but WITHOUT ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU General Public License for more details: https://www.gnu.org/licenses/gpl-3.0.html

Owner metadata

Name: Weather and Climate Risks Group
Login: CLIMADA-project
Email:
Kind: organization
Description: Research group at ETH Zurich
Website: www.wcr.ethz.ch
Location: Zurich, Switzerland
Twitter:
Company:
Icon url: https://avatars.githubusercontent.com/u/44439051?v=4
Repositories: 3
Last ynced at: 2023-03-03T20:03:20.102Z
Profile URL: https://github.com/CLIMADA-project

GitHub Events

Total

Create event: 40
Release event: 2
Issues event: 74
Watch event: 38
Delete event: 32
Member event: 3
Issue comment event: 280
Push event: 358
Pull request review comment event: 197
Pull request review event: 189
Pull request event: 75
Fork event: 14

Last Year

Create event: 40
Release event: 2
Issues event: 74
Watch event: 38
Delete event: 32
Member event: 3
Issue comment event: 280
Push event: 358
Pull request review comment event: 197
Pull request review event: 189
Pull request event: 75
Fork event: 14

Committers metadata

Last synced: 4 days ago

Total Commits: 4,043
Total Committers: 70
Avg Commits per committer: 57.757
Development Distribution Score (DDS): 0.742

Commits in past year: 314
Committers in past year: 22
Avg Commits per committer in past year: 14.273
Development Distribution Score (DDS) in past year: 0.701

Name	Email	Commits
gabriela	g**n@g**m	1042
emanuel-schmid	s**e@e**h	473
Thomas Vogt	t**t@p**e	289
sameberenz	s**i@p**e	270
Carmen Steinmann	c**t@s**h	207
schmide	e**d@i**h	198
sameberenz		173
ThomasRoosli	T****i	105
Valentin Gebhart	v**t@u**h	94
Yue Yu	7****y	91
Jan Hartman	2****e	90
samluethi	4****i	90
Evelyn-M	e**m@s**h	89
Chahan M. Kropf	c**f@u**h	82
ingajsa	i**r@p**e	73
Lukas Riedel	3****n	62
Benoît Guillod	b**d@c**m	53
Nicolas Colombi	1****i	47
zeliest	4****t	47
aleciu	2****u	46
Gabriela Aznar	a**g@w**l	46
luseverin	l**o@u**h	45
David N. Bresch	d**h@g**m	44
Chris Fairless	c**s@h**m	28
Chahan Kropf	c**f@p**m	25
timschmi95	t**i@s**h	24
manniepmkam	m**m@g**m	20
climada	t**a@g**m	17
Sam Luethi	s**i@g**h	17
Samuel Juhel	1****l	14
and 40 more...

Committer domains:

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usys.ethz.ch: 4
gmx.ch: 2
celsiuspro.com: 2
pik-potsdam.de: 2
ethz.ch: 2
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posteo.de: 1
posteo.com: 1
sjuhel.org: 1
uwis-cx-dock-11-335.ethz.ch: 1
env.ethz.ch: 1
msci.com: 1
climada.ethz.ch: 1
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vpn-global-dhcp2-198.ethz.ch: 1
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staff-net-cx-1556.ethz.ch: 1

Issue and Pull Request metadata

Last synced: 1 day ago

Total issues: 447
Total pull requests: 630
Average time to close issues: 5 months
Average time to close pull requests: 19 days
Total issue authors: 100
Total pull request authors: 40
Average comments per issue: 4.1
Average comments per pull request: 2.95
Merged pull request: 509
Bot issues: 0
Bot pull requests: 1

Past year issues: 96
Past year pull requests: 101
Past year average time to close issues: about 2 months
Past year average time to close pull requests: 24 days
Past year issue authors: 38
Past year pull request authors: 16
Past year average comments per issue: 3.31
Past year average comments per pull request: 2.72
Past year merged pull request: 64
Past year bot issues: 0
Past year bot pull requests: 0

More stats: https://issues.ecosyste.ms/repositories/lookup?url=https://github.com/climada-project/climada_python

Top Issue Authors

emanuel-schmid (77)
peanutfun (65)
chahank (23)
bguillod (21)
frqqyy (17)
ChrisFairless (15)
spjuhel (14)
tovogt (13)
aleeciu (12)
ThomasRoosli (12)
Evelyn-M (10)
simonameiler (8)
sameberenz (7)
manniepmkam (6)
gamamou (5)

Top Pull Request Authors

emanuel-schmid (101)
peanutfun (77)
tovogt (74)
chahank (72)
frqqyy (62)
ChrisFairless (28)
NicolasColombi (27)
sameberenz (20)
zeliest (17)
ThomasRoosli (16)
spjuhel (15)
Evelyn-M (13)
ValentinGebhart (13)
aleeciu (11)
bguillod (11)

Top Issue Labels

bug (97)
dependencies (52)
enhancement (47)
user-friendliness (36)
question (32)
help wanted (32)
warnings (25)
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feature request (18)
incident (14)
task (13)
conventions (12)
documentation (11)
blocker (11)
workforce needed (10)
awaiting feedback (9)
fixed (8)
performance (6)
Code update (4)
Data API (3)
good first issue (3)
external resources (3)
storm_europe (2)
duplicate (1)
working group (1)
wontfix (1)
installation (1)
bugfix (1)

Top Pull Request Labels

enhancement (21)
dependencies (6)
bug (6)
new module (6)
conventions (5)
Code update (5)
good first issue (5)
user-friendliness (4)
documentation (2)
awaiting feedback (2)
help wanted (2)
bugfix (2)
fixed (2)
performance (2)
warnings (2)
invalid (1)
incident (1)
feature request (1)

Package metadata

Total packages: 4
Total downloads:
- pypi: 1,652 last-month
Total dependent packages: 1 (may contain duplicates)
Total dependent repositories: 1 (may contain duplicates)
Total versions: 105
Total maintainers: 1

proxy.golang.org: github.com/CLIMADA-project/climada_python

Homepage:
Documentation: https://pkg.go.dev/github.com/CLIMADA-project/climada_python#section-documentation
Licenses:
Latest release: v6.0.1+incompatible (published about 2 months ago)
Last Synced: 2025-04-26T14:06:22.442Z (1 day ago)
Versions: 39
Dependent Packages: 0
Dependent Repositories: 0
Rankings:
- Dependent packages count: 6.999%
- Average: 8.173%
- Dependent repos count: 9.346%

proxy.golang.org: github.com/climada-project/climada_python

Homepage:
Documentation: https://pkg.go.dev/github.com/climada-project/climada_python#section-documentation
Licenses:
Latest release: v6.0.1+incompatible (published about 2 months ago)
Last Synced: 2025-04-26T14:06:22.449Z (1 day ago)
Versions: 39
Dependent Packages: 0
Dependent Repositories: 0
Rankings:
- Dependent packages count: 6.999%
- Average: 8.173%
- Dependent repos count: 9.346%

pypi.org: climada

CLIMADA in Python

Homepage: https://github.com/CLIMADA-project/climada_python
Documentation: https://climada.readthedocs.io/
Licenses: OSI Approved :: GNU Lesser General Public License v3 (GPLv3)
Latest release: 6.0.1 (published about 2 months ago)
Last Synced: 2025-04-26T14:06:21.688Z (1 day ago)
Versions: 17
Dependent Packages: 1
Dependent Repositories: 1
Downloads: 1,067 Last month
Rankings:
- Forks count: 4.174%
- Stargazers count: 4.229%
- Dependent packages count: 7.303%
- Downloads: 8.94%
- Average: 9.343%
- Dependent repos count: 22.068%
Maintainers (1)
- 5ch3ma

pypi.org: climada-petals

CLIMADA Extensions in Python

Homepage: https://github.com/CLIMADA-project/climada_python
Documentation: https://climada-petals.readthedocs.io/
Licenses: OSI Approved :: GNU General Public License v3 (GPLv3)
Latest release: 6.0.1 (published about 2 months ago)
Last Synced: 2025-04-26T14:06:21.607Z (1 day ago)
Versions: 10
Dependent Packages: 0
Dependent Repositories: 0
Downloads: 585 Last month
Rankings:
- Stargazers count: 4.277%
- Forks count: 4.453%
- Dependent packages count: 7.49%
- Downloads: 15.675%
- Average: 20.341%
- Dependent repos count: 69.808%
Maintainers (1)
- 5ch3ma

Dependencies

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netcdf4 *
numba *
overpy *
pandas *
pandas-datareader *
pathos *
peewee *
pillow *
pint *
pybufrkit *
pycountry *
rasterio *
salib *
scikit-learn *
statsmodels *
tables *
tabulate *
tqdm *
xarray *
xlrd *
xlsxwriter *
xmlrunner *

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Score: 17.739984724956113

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CLIMADA

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README.md

CLIMADA

Getting started

Documentation

Citing CLIMADA

Contributing

Versioning

License

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GitHub Events

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Package metadata

proxy.golang.org: github.com/CLIMADA-project/climada_python

proxy.golang.org: github.com/climada-project/climada_python

pypi.org: climada

pypi.org: climada-petals

Dependencies