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diff --git a/README.md b/README.md
@@ -6,18 +6,15 @@ Raoul A. Collenteur, Eawag.
 ## Catchment Hydrology
 | Name | Description                                | PyPI Conda | Docs | CI | Paper |
 | ---- | ------------------------------------------ | ---------- | ---- | -- | ----- |
-| [Catchmod](https://pypi.org/project/pycatchmod/) | CATCHMOD is widely used rainfall runoff model in the United Kingdom. It was introduced by Wilby (1994). |   |  |  |  |
 | [CMF](https://github.com/philippkraft/cmf) | Catchment Modelling Framework, a hydrologic modelling toolbox. (Version: 2.0.0, Last Update: 🟢 24-01-19) | [![PyPI](https://img.shields.io/badge/-3776AB?logo=python&logoColor=white)](https://pypi.org/project/CMF/)  | [![Docs](https://img.shields.io/badge/-217346?logo=readthedocs&logoColor=white)](https://philippkraft.github.io/cmf/) |  | [![DOI](https://img.shields.io/badge/DOI-10.1000/xyz123-blue)](https://doi.org/10.1016/j.envsoft.2010.12.009) |
 | [EXP-HYDRO](https://github.com/sopanpatil/exp-hydro) | EXP-HYDRO is a catchment scale hydrological model that operates at a daily time-step. It takes as inputs the daily values of precipitation, air temperature, and potential evapotranspiration, and simulates daily streamflow at the catchment outlet. |   | [![Docs](https://img.shields.io/badge/-217346?logo=readthedocs&logoColor=white)](https://sopanpatil.github.io/exp-hydro/) |  | [![DOI](https://img.shields.io/badge/DOI-10.1000/xyz123-blue)](https://doi.org/10.1002/hyp.11199) |
-| [HydPy](https://github.com/hydpy-dev/hydpy) | A framework for the development and application of hydrological models based on Python. (Version: 6.1.1, Last Update: 🟢 24-09-23) | [![PyPI](https://img.shields.io/badge/-3776AB?logo=python&logoColor=white)](https://pypi.org/project/HydPy/)  | [![Docs](https://img.shields.io/badge/-217346?logo=readthedocs&logoColor=white)](https://coverage.readthedocs.io) |  |  |
-| [LHMP](https://github.com/hydrogo/LHMP) | Lumped Hydrological Models Playground. |   |  |  |  |
-| [mhmpy](https://github.com/MuellerSeb/mhmpy) | A Python-API for the mesoscale Hydrological Model. (Version: 0.0.0, Last Update: 🔴 19-08-26) | [![PyPI](https://img.shields.io/badge/-3776AB?logo=python&logoColor=white)](https://pypi.org/project/mhmpy/)  |  |  |  |
-| [NeuralHydrology](https://github.com/neuralhydrology/neuralhydrology) | Python library to train neural networks with a strong focus on hydrological applications. (Version: 1.11.0, Last Update: 🟢 24-08-02) | [![PyPI](https://img.shields.io/badge/-3776AB?logo=python&logoColor=white)](https://pypi.org/project/NeuralHydrology/)  | [![Docs](https://img.shields.io/badge/-217346?logo=readthedocs&logoColor=white)](https://neuralhydrology.readthedocs.io/) |  | [![DOI](https://img.shields.io/badge/DOI-10.1000/xyz123-blue)](https://doi.org/10.21105/joss.04050) |
+| [HydPy](https://github.com/hydpy-dev/hydpy) | A framework for the development and application of hydrological models based on Python. (Version: 6.1.1, Last Update: 🟢 24-09-23) | [![PyPI](https://img.shields.io/badge/-3776AB?logo=python&logoColor=white)](https://pypi.org/project/HydPy/)  | [![Docs](https://img.shields.io/badge/-217346?logo=readthedocs&logoColor=white)](https://hydpy-dev.github.io/hydpy) | 🟢 |  |
+| [NeuralHydrology](https://github.com/neuralhydrology/neuralhydrology) | Python library to train neural networks with a strong focus on hydrological applications. (Version: 1.11.0, Last Update: 🟢 24-08-02) | [![PyPI](https://img.shields.io/badge/-3776AB?logo=python&logoColor=white)](https://pypi.org/project/NeuralHydrology/)  | [![Docs](https://img.shields.io/badge/-217346?logo=readthedocs&logoColor=white)](https://neuralhydrology.readthedocs.io/) | 🟢 | [![DOI](https://img.shields.io/badge/DOI-10.1000/xyz123-blue)](https://doi.org/10.21105/joss.04050) |
 | [PyStream](https://github.com/martibosch/pystream) | Python implementation of the STREAM hydrological rainfall-runoff model. (Version: 0.1, Last Update: 🔴 15-06-18) | [![PyPI](https://img.shields.io/badge/-3776AB?logo=python&logoColor=white)](https://pypi.org/project/PyStream/)  |  |  |  |
 | [PyTOPKAPI](https://github.com/sahg/PyTOPKAPI) | PyTOPKAPI is a BSD licensed Python library implementing the TOPKAPI Hydrological model (Liu and Todini, 2002). | [![PyPI](https://img.shields.io/badge/-3776AB?logo=python&logoColor=white)](https://pypi.org/project/PyTOPKAPI/)  |  |  |  |
 | [SMARTPy](https://github.com/ThibHlln/smartpy) | Python implementation of the rainfall-runoff model SMART (Version: 0.2.2, Last Update: 🔴 22-02-14) | [![PyPI](https://img.shields.io/badge/-3776AB?logo=python&logoColor=white)](https://pypi.org/project/SMARTPy/)  |  |  |  |
-| [SUMMA](https://github.com/CH-Earth/summa) | A hydrologic modeling framework that can be used for the systematic analysis of alternative model conceptualizations with respect to flux parameterizations, spatial configurations, and numerical solution techniques. (Version: 1.2.0, Last Update: 🔴 19-01-16) | [![PyPI](https://img.shields.io/badge/-3776AB?logo=python&logoColor=white)](https://pypi.org/project/SUMMA/) [![Conda](https://img.shields.io/badge/-44A833?logo=anaconda&logoColor=white)](https://anaconda.org/conda-forge/SUMMA) | [![Docs](https://img.shields.io/badge/-217346?logo=readthedocs&logoColor=white)](http://summa.readthedocs.io/) |  |  |
-| [SuperflexPy](https://github.com/dalmo1991/superflexPy) | SuperflexPy: A new open source framework for building conceptual hydrological models (Version: 1.3.2, Last Update: 🟢 23-11-25) | [![PyPI](https://img.shields.io/badge/-3776AB?logo=python&logoColor=white)](https://pypi.org/project/SuperflexPy/)  | [![Docs](https://img.shields.io/badge/-217346?logo=readthedocs&logoColor=white)](https://superflexpy.readthedocs.io) |  |  |
+| [SUMMA](https://github.com/CH-Earth/summa) | A hydrologic modeling framework that can be used for the systematic analysis of alternative model conceptualizations with respect to flux parameterizations, spatial configurations, and numerical solution techniques. (Version: 1.2.0, Last Update: 🔴 19-01-16) | [![PyPI](https://img.shields.io/badge/-3776AB?logo=python&logoColor=white)](https://pypi.org/project/SUMMA/) [![Conda](https://img.shields.io/badge/-44A833?logo=anaconda&logoColor=white)](https://anaconda.org/conda-forge/SUMMA) | [![Docs](https://img.shields.io/badge/-217346?logo=readthedocs&logoColor=white)](http://summa.readthedocs.io/) |  | [![DOI](https://img.shields.io/badge/DOI-10.1000/xyz123-blue)](http://dx.doi.org/10.1002/2015WR017198) |
+| [SuperflexPy](https://github.com/dalmo1991/superflexPy) | SuperflexPy: A new open source framework for building conceptual hydrological models (Version: 1.3.2, Last Update: 🟢 23-11-25) | [![PyPI](https://img.shields.io/badge/-3776AB?logo=python&logoColor=white)](https://pypi.org/project/SuperflexPy/)  | [![Docs](https://img.shields.io/badge/-217346?logo=readthedocs&logoColor=white)](https://superflexpy.readthedocs.io) |  | [![DOI](https://img.shields.io/badge/DOI-10.1000/xyz123-blue)](https://doi.org/10.5194/gmd-14-7047-2021) |
 | [VIC](https://github.com/UW-Hydro/VIC) | The Variable Infiltration Capacity (VIC) Macroscale Hydrologic Model. (Version: 0.0.1, Last Update: 🔴 16-06-18) | [![PyPI](https://img.shields.io/badge/-3776AB?logo=python&logoColor=white)](https://pypi.org/project/VIC/) [![Conda](https://img.shields.io/badge/-44A833?logo=anaconda&logoColor=white)](https://anaconda.org/conda-forge/VIC) | [![Docs](https://img.shields.io/badge/-217346?logo=readthedocs&logoColor=white)](http://vic.readthedocs.io) |  | [![DOI](https://img.shields.io/badge/DOI-10.1000/xyz123-blue)](http://dx.doi.org/10.1029/94jd00483) |
 | [wrfhydropy](https://github.com/NCAR/wrf_hydro_py) | wrfhydrpy is a Python API for the WRF-Hydro modelling system. (Version: 0.0.21, Last Update: 🟢 24-02-16) | [![PyPI](https://img.shields.io/badge/-3776AB?logo=python&logoColor=white)](https://pypi.org/project/wrfhydropy/)  | [![Docs](https://img.shields.io/badge/-217346?logo=readthedocs&logoColor=white)](https://wrfhydropy.readthedocs.io/) |  |  |
 | [Xanthos](https://github.com/JGCRI/xanthos) | Xanthos is an open-source hydrologic model, written in Python, designed to quantify and analyze global water availability. (Version: 2.4.1, Last Update: 🔴 21-08-10) | [![PyPI](https://img.shields.io/badge/-3776AB?logo=python&logoColor=white)](https://pypi.org/project/Xanthos/)  |  |  |  |
@@ -122,10 +119,14 @@ Raoul A. Collenteur, Eawag.
 These packages are not maintained anymore, but might still be useful for some users.
 | Name | Description                                | PyPI Conda | Docs | CI | Paper |
 | ---- | ------------------------------------------ | ---------- | ---- | -- | ----- |
+| [Catchmod](https://pypi.org/project/pycatchmod/) | CATCHMOD is widely used rainfall runoff model in the United Kingdom. It was introduced by Wilby (1994). (Version: 1.1.0, Last Update: 🔴 19-01-08) | [![PyPI](https://img.shields.io/badge/-3776AB?logo=python&logoColor=white)](https://pypi.org/project/pycatchmod/)  |  |  |  |
 | [DRYP](https://github.com/AndresQuichimbo/DRYP) | Dryland Water Partition model. |   |  |  |  |
+| [Gravi4GW](https://github.com/lhalloran/Gravi4GW) | A tool for conversion between Δg and groundwater storage changes. |   |  |  | [![DOI](https://img.shields.io/badge/DOI-10.1000/xyz123-blue)](https://doi.org/10.1016/j.envsoft.2022.105340) |
 | [HydroAnalysis](https://github.com/dalmo1991/HydroAnalysis) | Python package to calculate indices and metrics useful in the everyday job of a hydrologist. (Version: 1.0.0, Last Update: 🔴 21-11-20) | [![PyPI](https://img.shields.io/badge/-3776AB?logo=python&logoColor=white)](https://pypi.org/project/HydroAnalysis/)  | [![Docs](https://img.shields.io/badge/-217346?logo=readthedocs&logoColor=white)](https://hydroanalysis.readthedocs.io/en/latest/) |  |  |
 | [Hydropy](https://github.com/stijnvanhoey/hydropy) | Analysis of hydrological oriented time series. (Version: 0.1.2, Last Update: 🔴 17-02-03) | [![PyPI](https://img.shields.io/badge/-3776AB?logo=python&logoColor=white)](https://pypi.org/project/Hydropy/)  |  |  |  |
-| [LuKars](https://github.com/dbittner87/LuKARS) | The LuKARS model is a lumped karst hydrological model to perform studies in karstic environments. |   |  |  |  |
+| [LHMP](https://github.com/hydrogo/LHMP) | Lumped Hydrological Models Playground. |   |  |  |  |
+| [LuKars](https://github.com/lhalloran/Gravi4GW) | The LuKARS model is a lumped karst hydrological model to perform studies in karstic environments. |   |  |  |  |
+| [mhmpy](https://github.com/MuellerSeb/mhmpy) | A Python-API for the mesoscale Hydrological Model. (Version: 0.0.0, Last Update: 🔴 19-08-26) | [![PyPI](https://img.shields.io/badge/-3776AB?logo=python&logoColor=white)](https://pypi.org/project/mhmpy/)  |  |  |  |
 | [PyGLUE](https://github.com/julienmalard/pyGLUE/) | Generalised Likelihood Uncertainty Estimation (GLUE) Framework. (Version: 0.0.4, Last Update: 🔴 12-01-06) | [![PyPI](https://img.shields.io/badge/-3776AB?logo=python&logoColor=white)](https://pypi.org/project/PyGLUE/)  |  |  |  |
 | [RRMPG](https://github.com/kratzert/RRMPG) | Rainfall-Runoff modelling playground. |   | [![Docs](https://img.shields.io/badge/-217346?logo=readthedocs&logoColor=white)](http://rrmpg.readthedocs.io/en/latest/index.html) |  |  |
 | [wflow](https://github.com/openstreams/wflow) | wflow consists of a set of Python programs that can be run on the command line and perform hydrological simulations. The models are based on the PCRaster Python framework (Version: 2020.1.2, Last Update: 🔴 20-11-26) | [![PyPI](https://img.shields.io/badge/-3776AB?logo=python&logoColor=white)](https://pypi.org/project/wflow/) [![Conda](https://img.shields.io/badge/-44A833?logo=anaconda&logoColor=white)](https://anaconda.org/conda-forge/wflow) | [![Docs](https://img.shields.io/badge/-217346?logo=readthedocs&logoColor=white)](https://wflow.readthedocs.io) |  |  |

diff --git a/list.json b/list.json
@@ -145,12 +145,12 @@
         "category": "Catchment Hydrology",
         "docs": "",
         "CI": 0,
-        "last_update": "",
+        "last_update": "2019-01-08T20:58:42",
         "pypi": "https://pypi.org/project/pycatchmod/",
         "doi_software": "",
         "doi_paper": "",
         "conda": "",
-        "version": "",
+        "version": "1.1.0",
         "legacy": 1
     },
     "wflow": {
@@ -252,7 +252,7 @@
         "legacy": 1
     },
     "Gravi4GW": {
-        "description": "A tool for conversion between Δg and groundwater storage changes.",
+        "description": "A tool for conversion between \u0394g and groundwater storage changes.",
         "url": "https://github.com/lhalloran/Gravi4GW",
         "category": "Groundwater",
         "docs": "",