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@chahank could you please have a look? |
peanutfun
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Nov 7, 2025
| For new users, we recommend to begin with Core (1) and the [tutorials](https://github.com/CLIMADA-project/climada_python/tree/main/doc/user-guide) therein. | ||
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| This is the Python version of CLIMADA - please see [here](https://github.com/davidnbresch/climada) for backward compatibility with the MATLAB version. | ||
| A [publication repository](https://github.com/CLIMADA-project/climada_papers) contains scientific, peer-reviewed articles that explain software components implemented in CLIMADA. |
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Based on feedback from the CLIMADA Days:
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| A [publication repository](https://github.com/CLIMADA-project/climada_papers) contains scientific, peer-reviewed articles that explain software components implemented in CLIMADA. | |
| A [publication repository](https://github.com/CLIMADA-project/climada_papers) contains code and data used in CLIMADA case-studies for scientific, peer-reviewed articles. |
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hmmm I am not sure what feedback this is referring too. Maybe the one saying that it is hard to find examples of CLIMADA applications? In this case I would formulate it differently. Maybe?
Suggested change
| A [publication repository](https://github.com/CLIMADA-project/climada_papers) contains scientific, peer-reviewed articles that explain software components implemented in CLIMADA. | |
| A [repository](https://github.com/CLIMADA-project/climada_papers) contains case-study examples most of them in the form of scientific, peer-reviewed articles that further explain software components implemented in CLIMADA. |
Otherwise I feel it is even more innaccessible to practitionners that are looking for examples, not scientific studies per se.
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Suggested change
| A [publication repository](https://github.com/CLIMADA-project/climada_papers) contains scientific, peer-reviewed articles that explain software components implemented in CLIMADA. | |
| A [publication repository](https://github.com/CLIMADA-project/climada_papers) contains case-study examples from scientific, peer-reviewed articles that further illustrate the use of CLIMADA. |
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Thinking about this, it might make sense to merge into |
chahank
reviewed
Nov 7, 2025
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| 1. the core [climada_python](https://github.com/CLIMADA-project/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](https://github.com/CLIMADA-project/climada_python/blob/main/doc/tutorial/climada_util_api_client.ipynb). [Litpop](https://github.com/CLIMADA-project/climada_python/blob/main/doc/tutorial/climada_entity_LitPop.ipynb) is included as demo Exposures module, and [Tropical cyclones](https://github.com/CLIMADA-project/climada_python/blob/main/doc/tutorial/climada_hazard_TropCyclone.ipynb) is included as a demo Hazard module. | ||
| 2. the petals [climada_petals](https://github.com/CLIMADA-project/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. | ||
| 1. [Core (`climada_python`)](https://github.com/CLIMADA-project/climada_python) contains all the modules necessary for computing probabilistic impact, averted damage, and uncertainty, sensitivity analysis and impact function calibration. Data for hazard, exposures and impact functions can be obtained from the [data API](https://github.com/CLIMADA-project/climada_python/blob/main/doc/user-guide/climada_util_api_client.ipynb). [Litpop](https://github.com/CLIMADA-project/climada_python/blob/main/doc/user-guide/climada_entity_LitPop.ipynb) is included as demo Exposures module, and [Tropical cyclones](https://github.com/CLIMADA-project/climada_python/blob/main/doc/user-guide/climada_hazard_TropCyclone.ipynb) is included as a demo Hazard module. |
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| 1. [Core (`climada_python`)](https://github.com/CLIMADA-project/climada_python) contains all the modules necessary for computing probabilistic impact, averted damage, and uncertainty, sensitivity analysis and impact function calibration. Data for hazard, exposures and impact functions can be obtained from the [data API](https://github.com/CLIMADA-project/climada_python/blob/main/doc/user-guide/climada_util_api_client.ipynb). [Litpop](https://github.com/CLIMADA-project/climada_python/blob/main/doc/user-guide/climada_entity_LitPop.ipynb) is included as demo Exposures module, and [Tropical cyclones](https://github.com/CLIMADA-project/climada_python/blob/main/doc/user-guide/climada_hazard_TropCyclone.ipynb) is included as a demo Hazard module. | |
| 1. [Core (`climada_python`)](https://github.com/CLIMADA-project/climada_python) contains all the modules necessary for computing probabilistic impact, averted damage, and peform uncertainty, sensitivity analysis and impact function calibration. Demonstration data for hazard, exposures and impact functions can be obtained from the [data API](https://github.com/CLIMADA-project/climada_python/blob/main/doc/user-guide/climada_util_api_client.ipynb). [Litpop](https://github.com/CLIMADA-project/climada_python/blob/main/doc/user-guide/climada_entity_LitPop.ipynb) is included as demo Exposures module, and [Tropical cyclones](https://github.com/CLIMADA-project/climada_python/blob/main/doc/user-guide/climada_hazard_TropCyclone.ipynb) is included as a demo Hazard module. |
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Suggested change
| 1. [Core (`climada_python`)](https://github.com/CLIMADA-project/climada_python) contains all the modules necessary for computing probabilistic impact, averted damage, and uncertainty, sensitivity analysis and impact function calibration. Data for hazard, exposures and impact functions can be obtained from the [data API](https://github.com/CLIMADA-project/climada_python/blob/main/doc/user-guide/climada_util_api_client.ipynb). [Litpop](https://github.com/CLIMADA-project/climada_python/blob/main/doc/user-guide/climada_entity_LitPop.ipynb) is included as demo Exposures module, and [Tropical cyclones](https://github.com/CLIMADA-project/climada_python/blob/main/doc/user-guide/climada_hazard_TropCyclone.ipynb) is included as a demo Hazard module. | |
| 1. [Core (`climada_python`)](https://github.com/CLIMADA-project/climada_python) contains all modules necessary for computing probabilistic impact and averted damage, performing uncertainty and sensitivity analysis, and calibrating impact functions. Demonstration data for hazard, exposures and impact functions can be obtained from the [data API](https://github.com/CLIMADA-project/climada_python/blob/main/doc/user-guide/climada_util_api_client.ipynb). [Litpop](https://github.com/CLIMADA-project/climada_python/blob/main/doc/user-guide/climada_entity_LitPop.ipynb) is included as demo Exposures module, and [Tropical cyclones](https://github.com/CLIMADA-project/climada_python/blob/main/doc/user-guide/climada_hazard_TropCyclone.ipynb) is included as a demo Hazard module. |
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@chahank Could you review my latest suggestions? |
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