diff --git a/docs/setup.md b/docs/setup.md
index 8ffea50..c4945b0 100644
--- a/docs/setup.md
+++ b/docs/setup.md
@@ -20,6 +20,11 @@ To set up the automatic linters (that run every time you commit your work), you
 
 ![install_pre_commit](images/install_pre_commit.png)
 
+Finish the installation proces with:  
+```pixi run pip install -e .```
+
+If you skip this last step, you will **not** be able to import `icedyno` as an installed python library. 
+
 ## Testing the set up
 If you activated the pixi environment, type `pytest`. If not, type `pixi run pytest`. You should have one dummy test that runs on that command.
 
diff --git a/docs/workflow.md b/docs/workflow.md
index 93d3d07..dc2e63e 100644
--- a/docs/workflow.md
+++ b/docs/workflow.md
@@ -1,3 +1,8 @@
 # IceDyno Dev Workflow
 
 This is where we should document how we should merge/rebase/squash/etc and things we should know while working.
+
+## Resolving rebase conflicts with pixi.lock
+You will only enounter this if you have added/removed dependencies and main has received commits since you first branched that included new/removed dependencies.
+
+If you encounter this, please make sure that the pixi.toml contains the (non-duplicated) additions from your commits and main's, then delete the pixi.lock and run `pixi install` to regnerate the lock file given both sets of dependencies.
diff --git a/pixi.lock b/pixi.lock
index 2cd6f99..ec709b6 100644
--- a/pixi.lock
+++ b/pixi.lock
@@ -35,24 +35,25 @@ environments:
       - conda: https://conda.anaconda.org/conda-forge/linux-64/ca-certificates-2024.2.2-hbcca054_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/cairo-1.18.0-h3faef2a_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/cffi-1.16.0-py312hf06ca03_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/cfitsio-4.3.1-hbdc6101_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/cfitsio-4.4.0-hbdc6101_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/cftime-1.6.3-py312hc7c0aa3_0.conda
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       - conda: https://conda.anaconda.org/conda-forge/linux-64/dbus-1.13.6-h5008d03_3.tar.bz2
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       - conda: https://conda.anaconda.org/conda-forge/linux-64/fiona-1.9.6-py312h66d9856_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/fmt-10.2.1-h00ab1b0_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/fontconfig-2.14.2-h14ed4e7_0.conda
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       - conda: https://conda.anaconda.org/conda-forge/linux-64/freexl-2.0.0-h743c826_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/gdal-3.8.4-py312h257dd4b_1.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/gdal-3.8.4-py312h257dd4b_3.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/geos-3.12.1-h59595ed_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/geotiff-1.7.1-h6b2125f_15.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/gettext-0.21.1-h27087fc_0.tar.bz2
       - conda: https://conda.anaconda.org/conda-forge/linux-64/giflib-5.2.1-h0b41bf4_3.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/glib-2.78.4-hfc55251_4.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/glib-tools-2.78.4-hfc55251_4.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/glib-2.80.0-hf2295e7_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/glib-tools-2.80.0-hde27a5a_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/graphite2-1.3.13-h58526e2_1001.tar.bz2
       - conda: https://conda.anaconda.org/conda-forge/linux-64/gst-plugins-base-1.22.9-h8e1006c_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/gstreamer-1.22.9-h98fc4e7_0.conda
@@ -96,10 +97,10 @@ environments:
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       - conda: https://conda.anaconda.org/conda-forge/linux-64/libgcc-ng-13.2.0-h807b86a_5.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/libgcrypt-1.10.3-hd590300_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/libgdal-3.8.4-h13e47b0_1.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/libgdal-3.8.4-hab4ef92_3.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/libgfortran-ng-13.2.0-h69a702a_5.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/libgfortran5-13.2.0-ha4646dd_5.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/libglib-2.78.4-hf2295e7_4.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/libglib-2.80.0-hf2295e7_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/libgomp-13.2.0-h807b86a_5.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/libgoogle-cloud-2.22.0-h9be4e54_1.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/libgoogle-cloud-storage-2.22.0-hc7a4891_1.conda
@@ -125,7 +126,7 @@ environments:
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       - conda: https://conda.anaconda.org/conda-forge/linux-64/libspatialindex-1.9.3-h9c3ff4c_4.tar.bz2
       - conda: https://conda.anaconda.org/conda-forge/linux-64/libspatialite-5.1.0-h7bd4643_4.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/libsqlite-3.45.1-h2797004_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/libsqlite-3.45.2-h2797004_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/libssh2-1.11.0-h0841786_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/libstdcxx-ng-13.2.0-h7e041cc_5.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/libsystemd0-255-h3516f8a_1.conda
@@ -159,7 +160,7 @@ environments:
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       - conda: https://conda.anaconda.org/conda-forge/linux-64/pixman-0.43.2-h59595ed_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/poppler-24.02.0-h590f24d_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/poppler-24.03.0-h590f24d_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/postgresql-16.2-h7387d8b_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/proj-9.3.1-h1d62c97_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/psutil-5.9.8-py312h98912ed_0.conda
@@ -183,9 +184,10 @@ environments:
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       - conda: https://conda.anaconda.org/conda-forge/linux-64/sip-6.7.12-py312h30efb56_0.conda
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-      - conda: https://conda.anaconda.org/conda-forge/linux-64/sqlite-3.45.1-h2c6b66d_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/spdlog-1.12.0-hd2e6256_2.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/sqlite-3.45.2-h2c6b66d_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/statsmodels-0.14.1-py312hc7c0aa3_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/tiledb-2.20.1-h7c1ff67_3.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/tiledb-2.20.1-hdfbda7f_3.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/tk-8.6.13-noxft_h4845f30_101.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/tornado-6.4-py312h98912ed_0.conda
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@@ -284,7 +286,7 @@ environments:
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       - conda: https://conda.anaconda.org/conda-forge/noarch/jupyterlab_pygments-0.3.0-pyhd8ed1ab_1.conda
-      - conda: https://conda.anaconda.org/conda-forge/noarch/jupyterlab_server-2.25.3-pyhd8ed1ab_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/noarch/jupyterlab_server-2.25.4-pyhd8ed1ab_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/mapclassify-2.6.1-pyhd8ed1ab_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/markdown-3.5.2-pyhd8ed1ab_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/matplotlib-inline-0.1.6-pyhd8ed1ab_0.tar.bz2
@@ -302,13 +304,14 @@ environments:
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-      - conda: https://conda.anaconda.org/conda-forge/noarch/packaging-23.2-pyhd8ed1ab_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/noarch/packaging-24.0-pyhd8ed1ab_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/pandocfilters-1.5.0-pyhd8ed1ab_0.tar.bz2
       - conda: https://conda.anaconda.org/conda-forge/noarch/parso-0.8.3-pyhd8ed1ab_0.tar.bz2
       - conda: https://conda.anaconda.org/conda-forge/noarch/pathspec-0.12.1-pyhd8ed1ab_0.conda
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       - conda: https://conda.anaconda.org/conda-forge/noarch/pexpect-4.9.0-pyhd8ed1ab_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/pickleshare-0.7.5-py_1003.tar.bz2
+      - conda: https://conda.anaconda.org/conda-forge/noarch/pip-24.0-pyhd8ed1ab_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/pkgutil-resolve-name-1.3.10-pyhd8ed1ab_1.conda
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@@ -350,8 +353,8 @@ environments:
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+      - conda: https://conda.anaconda.org/conda-forge/noarch/traitlets-5.14.2-pyhd8ed1ab_0.conda
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@@ -363,6 +366,7 @@ environments:
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       - conda: https://conda.anaconda.org/conda-forge/noarch/websocket-client-1.7.0-pyhd8ed1ab_0.conda
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-      - conda: https://conda.anaconda.org/conda-forge/noarch/jupyterlab_server-2.25.3-pyhd8ed1ab_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/noarch/jupyterlab_server-2.25.4-pyhd8ed1ab_0.conda
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@@ -454,13 +458,14 @@ environments:
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-      - conda: https://conda.anaconda.org/conda-forge/noarch/packaging-23.2-pyhd8ed1ab_0.conda
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       - conda: https://conda.anaconda.org/conda-forge/noarch/pickleshare-0.7.5-py_1003.tar.bz2
+      - conda: https://conda.anaconda.org/conda-forge/noarch/pip-24.0-pyhd8ed1ab_0.conda
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-      - conda: https://conda.anaconda.org/conda-forge/noarch/types-python-dateutil-2.8.19.20240106-pyhd8ed1ab_0.conda
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@@ -513,6 +518,7 @@ environments:
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+      - conda: https://conda.anaconda.org/conda-forge/noarch/wheel-0.42.0-pyhd8ed1ab_0.conda
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-      - conda: https://conda.anaconda.org/conda-forge/osx-64/cfitsio-4.3.1-h60fb419_0.conda
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   - libiconv >=1.17,<2.0a0
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-  - poppler >=24.2.0,<24.3.0a0
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   license: MIT
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-  size: 8626014
-  timestamp: 1709845228224
+  size: 9367262
+  timestamp: 1710251790537
 - kind: conda
   name: libgfortran
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   timestamp: 1707330687590
 - kind: conda
   name: libglib
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-  build: h39d0aa6_4
-  build_number: 4
+  version: 2.80.0
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   subdir: win-64
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-  md5: b34028db5380ccff8d51fa17857e15e4
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+  - glib 2.80.0 *_0
   license: LGPL-2.1-or-later
-  size: 2648213
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   name: libglib
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-  build: h81c1438_4
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   subdir: osx-64
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-  md5: ce5b2e04c0c72fcda3ae8b655642b3f6
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+  - glib 2.80.0 *_0
   license: LGPL-2.1-or-later
-  size: 2481384
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   name: libglib
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+  - glib 2.80.0 *_0
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 - kind: conda
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   timestamp: 1702008651881
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   license: Unlicense
-  size: 824677
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 - kind: conda
   name: libsqlite
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   license: Unlicense
-  size: 859346
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   license: Unlicense
-  size: 902313
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 - kind: conda
   name: libsqlite
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   license: Unlicense
-  size: 870045
-  timestamp: 1707495642340
+  size: 869606
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 - kind: conda
   name: libssh2
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@@ -11858,19 +11897,19 @@ packages:
   timestamp: 1706394723472
 - kind: conda
   name: packaging
-  version: '23.2'
+  version: '24.0'
   build: pyhd8ed1ab_0
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   noarch: python
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-  md5: 79002079284aa895f883c6b7f3f88fd6
+  url: https://conda.anaconda.org/conda-forge/noarch/packaging-24.0-pyhd8ed1ab_0.conda
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+  md5: 248f521b64ce055e7feae3105e7abeb8
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+  - python >=3.8
   license: Apache-2.0
   license_family: APACHE
-  size: 49452
-  timestamp: 1696202521121
+  size: 49832
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 - kind: conda
   name: pandas
   version: 2.2.1
@@ -12209,6 +12248,23 @@ packages:
   license: HPND
   size: 42452810
   timestamp: 1704252215643
+- kind: conda
+  name: pip
+  version: '24.0'
+  build: pyhd8ed1ab_0
+  subdir: noarch
+  noarch: python
+  url: https://conda.anaconda.org/conda-forge/noarch/pip-24.0-pyhd8ed1ab_0.conda
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+  md5: f586ac1e56c8638b64f9c8122a7b8a67
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+  - setuptools
+  - wheel
+  license: MIT
+  license_family: MIT
+  size: 1398245
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 - kind: conda
   name: pixman
   version: 0.43.2
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   timestamp: 1530963184592
 - kind: conda
   name: poppler
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+  version: 24.03.0
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-  md5: 064e1d83d148b0ff5fa9ddd21141d0b1
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   - libcurl >=8.5.0,<9.0a0
   - libcxx >=16
-  - libglib >=2.78.3,<3.0a0
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   - libjpeg-turbo >=3.0.0,<4.0a0
-  - libpng >=1.6.42,<1.7.0a0
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   - nspr >=4.35,<5.0a0
-  - nss >=3.97,<4.0a0
-  - openjpeg >=2.5.0,<3.0a0
+  - nss >=3.98,<4.0a0
+  - openjpeg >=2.5.2,<3.0a0
   - poppler-data
   license: GPL-2.0-only
   license_family: GPL
-  size: 1569106
-  timestamp: 1707085713504
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 - kind: conda
   name: poppler
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+  version: 24.03.0
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-  md5: 7e715c1572de09d6106c5a31fa70ffca
+  url: https://conda.anaconda.org/conda-forge/linux-64/poppler-24.03.0-h590f24d_0.conda
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   - libcurl >=8.5.0,<9.0a0
   - libgcc-ng >=12
-  - libglib >=2.78.3,<3.0a0
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   - libjpeg-turbo >=3.0.0,<4.0a0
-  - libpng >=1.6.42,<1.7.0a0
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   - nspr >=4.35,<5.0a0
-  - nss >=3.97,<4.0a0
-  - openjpeg >=2.5.0,<3.0a0
+  - nss >=3.98,<4.0a0
+  - openjpeg >=2.5.2,<3.0a0
   - poppler-data
   license: GPL-2.0-only
   license_family: GPL
-  size: 1846319
-  timestamp: 1707085261766
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 - kind: conda
   name: poppler
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+  version: 24.03.0
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   subdir: osx-arm64
-  url: https://conda.anaconda.org/conda-forge/osx-arm64/poppler-24.02.0-h896e6cb_0.conda
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-  md5: 228b76f3de35d7bbe1374e52d1e0a5bb
+  url: https://conda.anaconda.org/conda-forge/osx-arm64/poppler-24.03.0-h896e6cb_0.conda
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   - libcurl >=8.5.0,<9.0a0
   - libcxx >=16
-  - libglib >=2.78.3,<3.0a0
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   - libjpeg-turbo >=3.0.0,<4.0a0
-  - libpng >=1.6.42,<1.7.0a0
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   - nspr >=4.35,<5.0a0
-  - nss >=3.97,<4.0a0
-  - openjpeg >=2.5.0,<3.0a0
+  - nss >=3.98,<4.0a0
+  - openjpeg >=2.5.2,<3.0a0
   - poppler-data
   license: GPL-2.0-only
   license_family: GPL
-  size: 1484810
-  timestamp: 1707086025982
+  size: 1488739
+  timestamp: 1710151570589
 - kind: conda
   name: poppler
-  version: 24.02.0
+  version: 24.03.0
   build: hc2f3c52_0
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-  url: https://conda.anaconda.org/conda-forge/win-64/poppler-24.02.0-hc2f3c52_0.conda
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-  md5: e740f88adfd0b75e6233066f6cbd4d82
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-  - libglib >=2.78.3,<3.0a0
+  - libglib >=2.78.4,<3.0a0
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   - libjpeg-turbo >=3.0.0,<4.0a0
-  - libpng >=1.6.42,<1.7.0a0
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   - libzlib >=1.2.13,<1.3.0a0
-  - openjpeg >=2.5.0,<3.0a0
+  - openjpeg >=2.5.2,<3.0a0
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   license: GPL-2.0-only
   license_family: GPL
-  size: 2214905
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 - kind: conda
   name: poppler-data
   version: 0.4.12
@@ -14605,71 +14661,140 @@ packages:
   license_family: MIT
   size: 36754
   timestamp: 1693929424267
+- kind: conda
+  name: spdlog
+  version: 1.12.0
+  build: h64d2f7d_2
+  build_number: 2
+  subdir: win-64
+  url: https://conda.anaconda.org/conda-forge/win-64/spdlog-1.12.0-h64d2f7d_2.conda
+  sha256: 4b582768ebb9d234c0a9e0eae482733f167d53e316f0f48aac19a028a83a8570
+  md5: e039fdff30fd25fbfc7cb91755d80a4f
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+  - fmt >=10.1.1,<11.0a0
+  - ucrt >=10.0.20348.0
+  - vc >=14.2,<15
+  - vc14_runtime >=14.29.30139
+  license: MIT
+  license_family: MIT
+  size: 160999
+  timestamp: 1697421628776
+- kind: conda
+  name: spdlog
+  version: 1.12.0
+  build: h8dd852c_2
+  build_number: 2
+  subdir: osx-64
+  url: https://conda.anaconda.org/conda-forge/osx-64/spdlog-1.12.0-h8dd852c_2.conda
+  sha256: 3bce42d94b4cd5672bde68ec47374e558b2bc481621f759f70b56bf3da12c31f
+  md5: 1be852e792cca50421504cee933e3063
+  depends:
+  - __osx >=10.9
+  - fmt >=10.1.1,<11.0a0
+  - libcxx >=16.0.6
+  license: MIT
+  license_family: MIT
+  size: 161449
+  timestamp: 1697421663869
+- kind: conda
+  name: spdlog
+  version: 1.12.0
+  build: hd2e6256_2
+  build_number: 2
+  subdir: linux-64
+  url: https://conda.anaconda.org/conda-forge/linux-64/spdlog-1.12.0-hd2e6256_2.conda
+  sha256: 34c2ac3ecafc109ea659087f2a429b8fd7c557eb75d072e723a9954472726e62
+  md5: f37afc6ce10d45b9fae2f55ddc635b9f
+  depends:
+  - fmt >=10.1.1,<11.0a0
+  - libgcc-ng >=12
+  - libstdcxx-ng >=12
+  license: MIT
+  license_family: MIT
+  size: 187863
+  timestamp: 1697421353980
+- kind: conda
+  name: spdlog
+  version: 1.12.0
+  build: he64bfa9_2
+  build_number: 2
+  subdir: osx-arm64
+  url: https://conda.anaconda.org/conda-forge/osx-arm64/spdlog-1.12.0-he64bfa9_2.conda
+  sha256: 504a85024b9506de38801250a43da5360b8de87364b9bc4b70777ee9cc830429
+  md5: ef84dce6d582965c3fc1e4a52ba51114
+  depends:
+  - __osx >=10.9
+  - fmt >=10.1.1,<11.0a0
+  - libcxx >=16.0.6
+  license: MIT
+  license_family: MIT
+  size: 156560
+  timestamp: 1697421775628
 - kind: conda
   name: sqlite
-  version: 3.45.1
+  version: 3.45.2
   build: h2c6b66d_0
   subdir: linux-64
-  url: https://conda.anaconda.org/conda-forge/linux-64/sqlite-3.45.1-h2c6b66d_0.conda
-  sha256: a7cbde68eff5d2ec9bb1b5f2604a523949048a9b5335588eac2d893fd0dd5200
-  md5: 93acf31b379acebada263b9bce3dc6ed
+  url: https://conda.anaconda.org/conda-forge/linux-64/sqlite-3.45.2-h2c6b66d_0.conda
+  sha256: 22d2692c82b73480c9adc80472bfb241262586edaf1dac1a7504434e47185d3c
+  md5: 1423efca06ed343c1da0fc429bae0779
   depends:
   - libgcc-ng >=12
-  - libsqlite 3.45.1 h2797004_0
+  - libsqlite 3.45.2 h2797004_0
   - libzlib >=1.2.13,<1.3.0a0
   - ncurses >=6.4,<7.0a0
   - readline >=8.2,<9.0a0
   license: Unlicense
-  size: 848194
-  timestamp: 1707495171927
+  size: 848420
+  timestamp: 1710254767782
 - kind: conda
   name: sqlite
-  version: 3.45.1
+  version: 3.45.2
   build: h7461747_0
   subdir: osx-64
-  url: https://conda.anaconda.org/conda-forge/osx-64/sqlite-3.45.1-h7461747_0.conda
-  sha256: ce0908a02a1965854dde0022f5ba9b986324077ba4835a3c990463ed762e6e8f
-  md5: 239ff6ffc3ee45898db19e3cbbf40f88
+  url: https://conda.anaconda.org/conda-forge/osx-64/sqlite-3.45.2-h7461747_0.conda
+  sha256: c9c1b7d6025d5efa74f4ddbda1ae72a721f041ad3d4a6ec3dda600befe9dffaa
+  md5: fc4dae09f6b38084f3bfc87c77032584
   depends:
-  - libsqlite 3.45.1 h92b6c6a_0
+  - libsqlite 3.45.2 h92b6c6a_0
   - libzlib >=1.2.13,<1.3.0a0
   - ncurses >=6.4,<7.0a0
   - readline >=8.2,<9.0a0
   license: Unlicense
-  size: 901237
-  timestamp: 1707495392094
+  size: 900944
+  timestamp: 1710255034551
 - kind: conda
   name: sqlite
-  version: 3.45.1
+  version: 3.45.2
   build: hcfcfb64_0
   subdir: win-64
-  url: https://conda.anaconda.org/conda-forge/win-64/sqlite-3.45.1-hcfcfb64_0.conda
-  sha256: e77d529803d11743306b57d871c1f168da0eaa5a405591a4a53139a9a10cda0c
-  md5: 3c6f2dc59bcde87ee1de006f22ecc40a
+  url: https://conda.anaconda.org/conda-forge/win-64/sqlite-3.45.2-hcfcfb64_0.conda
+  sha256: 2d54418dff5cc35d3c5b99d7094d6ea9956cacbc9777df46c74020c4f8e32b39
+  md5: 329d25303ed8299f8f900344cd69a705
   depends:
-  - libsqlite 3.45.1 hcfcfb64_0
+  - libsqlite 3.45.2 hcfcfb64_0
   - ucrt >=10.0.20348.0
   - vc >=14.2,<15
   - vc14_runtime >=14.29.30139
   license: Unlicense
-  size: 872653
-  timestamp: 1707495666981
+  size: 873024
+  timestamp: 1710255122348
 - kind: conda
   name: sqlite
-  version: 3.45.1
+  version: 3.45.2
   build: hf2abe2d_0
   subdir: osx-arm64
-  url: https://conda.anaconda.org/conda-forge/osx-arm64/sqlite-3.45.1-hf2abe2d_0.conda
-  sha256: 9dc20bca83b44cabedefab92b4484fd41bef36b6c73cd3b31506d209ba0d5c2f
-  md5: 58918f7a593a143c2f305b832c8802f4
+  url: https://conda.anaconda.org/conda-forge/osx-arm64/sqlite-3.45.2-hf2abe2d_0.conda
+  sha256: 43f30a40494bd631e7a19fa258115c09a3fed540e5398ba3a8da66f3e48942ca
+  md5: 67af40712ec3989036429398b69ec206
   depends:
-  - libsqlite 3.45.1 h091b4b1_0
+  - libsqlite 3.45.2 h091b4b1_0
   - libzlib >=1.2.13,<1.3.0a0
   - ncurses >=6.4,<7.0a0
   - readline >=8.2,<9.0a0
   license: Unlicense
-  size: 811984
-  timestamp: 1707495456736
+  size: 812237
+  timestamp: 1710255115695
 - kind: conda
   name: stack_data
   version: 0.6.2
@@ -14878,12 +15003,12 @@ packages:
 - kind: conda
   name: tiledb
   version: 2.20.1
-  build: h01db0a6_3
+  build: ha3ed525_3
   build_number: 3
   subdir: osx-64
-  url: https://conda.anaconda.org/conda-forge/osx-64/tiledb-2.20.1-h01db0a6_3.conda
-  sha256: 16e7ba2f13af768c9bb94008c0e44b74ac0dd7a0eb06226ea70ffd306b2cfb2f
-  md5: a1952b3297d0bce8c7eea04561acc8c4
+  url: https://conda.anaconda.org/conda-forge/osx-64/tiledb-2.20.1-ha3ed525_3.conda
+  sha256: 4b5b38134c1682797462f42ede88ac0168b3b34e0085b8f1667f6dccccb89585
+  md5: e9858e533149319a37938c69e96ee543
   depends:
   - __osx >=10.13
   - aws-crt-cpp >=0.26.2,<0.26.3.0a0
@@ -14892,6 +15017,7 @@ packages:
   - azure-storage-blobs-cpp >=12.10.0,<12.10.1.0a0
   - azure-storage-common-cpp >=12.5.0,<12.5.1.0a0
   - bzip2 >=1.0.8,<2.0a0
+  - fmt >=10.2.1,<11.0a0
   - libabseil * cxx17*
   - libabseil >=20240116.1,<20240117.0a0
   - libcurl >=8.5.0,<9.0a0
@@ -14901,20 +15027,21 @@ packages:
   - libzlib >=1.2.13,<1.3.0a0
   - lz4-c >=1.9.3,<1.10.0a0
   - openssl >=3.2.1,<4.0a0
+  - spdlog >=1.12.0,<1.13.0a0
   - zstd >=1.5.5,<1.6.0a0
   license: MIT
   license_family: MIT
-  size: 4192735
-  timestamp: 1709917063833
+  size: 4087739
+  timestamp: 1710179066838
 - kind: conda
   name: tiledb
   version: 2.20.1
-  build: h7c1ff67_3
+  build: hb65f977_3
   build_number: 3
-  subdir: linux-64
-  url: https://conda.anaconda.org/conda-forge/linux-64/tiledb-2.20.1-h7c1ff67_3.conda
-  sha256: 126dcd8fc183d6a488f6f729d8f053aedec49336e3976e88b861cc19543c21ef
-  md5: ee4a971eb454c3bbcde1064bdc6e487c
+  subdir: win-64
+  url: https://conda.anaconda.org/conda-forge/win-64/tiledb-2.20.1-hb65f977_3.conda
+  sha256: f751c6d8807cb82f2a4015168669f576ac3a6ac8de928492d293584bb4878fee
+  md5: 0ca24754a063375f70ea4465c891231e
   depends:
   - aws-crt-cpp >=0.26.2,<0.26.3.0a0
   - aws-sdk-cpp >=1.11.267,<1.11.268.0a0
@@ -14922,30 +15049,34 @@ packages:
   - azure-storage-blobs-cpp >=12.10.0,<12.10.1.0a0
   - azure-storage-common-cpp >=12.5.0,<12.5.1.0a0
   - bzip2 >=1.0.8,<2.0a0
+  - fmt >=10.2.1,<11.0a0
   - libabseil * cxx17*
   - libabseil >=20240116.1,<20240117.0a0
+  - libcrc32c >=1.1.2,<1.2.0a0
   - libcurl >=8.5.0,<9.0a0
-  - libgcc-ng >=12
   - libgoogle-cloud >=2.22.0,<2.23.0a0
   - libgoogle-cloud-storage >=2.22.0,<2.23.0a0
-  - libstdcxx-ng >=12
   - libzlib >=1.2.13,<1.3.0a0
   - lz4-c >=1.9.3,<1.10.0a0
   - openssl >=3.2.1,<4.0a0
+  - spdlog >=1.12.0,<1.13.0a0
+  - ucrt >=10.0.20348.0
+  - vc >=14.2,<15
+  - vc14_runtime >=14.29.30139
   - zstd >=1.5.5,<1.6.0a0
   license: MIT
   license_family: MIT
-  size: 4684050
-  timestamp: 1709915532369
+  size: 3281412
+  timestamp: 1710178768159
 - kind: conda
   name: tiledb
   version: 2.20.1
-  build: hb09cc14_3
+  build: hdfbda7f_3
   build_number: 3
-  subdir: win-64
-  url: https://conda.anaconda.org/conda-forge/win-64/tiledb-2.20.1-hb09cc14_3.conda
-  sha256: 5629ac0a873ef341440e9c63f4b7ecde7c8c09e29b7f351c9fdd23c52491a4f4
-  md5: 0fe6d2065327be0ae967a3a110bd44d4
+  subdir: linux-64
+  url: https://conda.anaconda.org/conda-forge/linux-64/tiledb-2.20.1-hdfbda7f_3.conda
+  sha256: dcc36462fbd35ca977ef497363445d79beb117829b99d2b4a6c685ea0fd70761
+  md5: e18afbbc039251380298af4a92e2fa16
   depends:
   - aws-crt-cpp >=0.26.2,<0.26.3.0a0
   - aws-sdk-cpp >=1.11.267,<1.11.268.0a0
@@ -14953,32 +15084,32 @@ packages:
   - azure-storage-blobs-cpp >=12.10.0,<12.10.1.0a0
   - azure-storage-common-cpp >=12.5.0,<12.5.1.0a0
   - bzip2 >=1.0.8,<2.0a0
+  - fmt >=10.2.1,<11.0a0
   - libabseil * cxx17*
   - libabseil >=20240116.1,<20240117.0a0
-  - libcrc32c >=1.1.2,<1.2.0a0
   - libcurl >=8.5.0,<9.0a0
+  - libgcc-ng >=12
   - libgoogle-cloud >=2.22.0,<2.23.0a0
   - libgoogle-cloud-storage >=2.22.0,<2.23.0a0
+  - libstdcxx-ng >=12
   - libzlib >=1.2.13,<1.3.0a0
   - lz4-c >=1.9.3,<1.10.0a0
   - openssl >=3.2.1,<4.0a0
-  - ucrt >=10.0.20348.0
-  - vc >=14.2,<15
-  - vc14_runtime >=14.29.30139
+  - spdlog >=1.12.0,<1.13.0a0
   - zstd >=1.5.5,<1.6.0a0
   license: MIT
   license_family: MIT
-  size: 3349678
-  timestamp: 1709916327242
+  size: 4594349
+  timestamp: 1710177588003
 - kind: conda
   name: tiledb
   version: 2.20.1
-  build: hef5a8a6_3
+  build: he7a7eb5_3
   build_number: 3
   subdir: osx-arm64
-  url: https://conda.anaconda.org/conda-forge/osx-arm64/tiledb-2.20.1-hef5a8a6_3.conda
-  sha256: 82f2740181ca12925f1845f1896afd6e596a5a8e3c0993a8fa3bc509b6dec730
-  md5: 6d1da5b7940ebe9601acd5c8ba1e3bb1
+  url: https://conda.anaconda.org/conda-forge/osx-arm64/tiledb-2.20.1-he7a7eb5_3.conda
+  sha256: f88fba91f25ca6a9387880c87ccd25b38efe95108cad41e5de8ad71c4d11d09c
+  md5: 534ea6d69d2ace7dce51d3620efa64f8
   depends:
   - aws-crt-cpp >=0.26.2,<0.26.3.0a0
   - aws-sdk-cpp >=1.11.267,<1.11.268.0a0
@@ -14986,6 +15117,7 @@ packages:
   - azure-storage-blobs-cpp >=12.10.0,<12.10.1.0a0
   - azure-storage-common-cpp >=12.5.0,<12.5.1.0a0
   - bzip2 >=1.0.8,<2.0a0
+  - fmt >=10.2.1,<11.0a0
   - libabseil * cxx17*
   - libabseil >=20240116.1,<20240117.0a0
   - libcurl >=8.5.0,<9.0a0
@@ -14995,11 +15127,12 @@ packages:
   - libzlib >=1.2.13,<1.3.0a0
   - lz4-c >=1.9.3,<1.10.0a0
   - openssl >=3.2.1,<4.0a0
+  - spdlog >=1.12.0,<1.13.0a0
   - zstd >=1.5.5,<1.6.0a0
   license: MIT
   license_family: MIT
-  size: 3749646
-  timestamp: 1709917807317
+  size: 3660105
+  timestamp: 1710179329214
 - kind: conda
   name: tinycss2
   version: 1.2.1
@@ -15176,33 +15309,32 @@ packages:
   timestamp: 1708363742639
 - kind: conda
   name: traitlets
-  version: 5.14.1
+  version: 5.14.2
   build: pyhd8ed1ab_0
   subdir: noarch
   noarch: python
-  url: https://conda.anaconda.org/conda-forge/noarch/traitlets-5.14.1-pyhd8ed1ab_0.conda
-  sha256: fa78d68f74ec8aae5c93f135140bfdbbf0ab60a79c6062b55d73c316068545ec
-  md5: 1c6acfdc7ecbfe09954c4216da99c146
+  url: https://conda.anaconda.org/conda-forge/noarch/traitlets-5.14.2-pyhd8ed1ab_0.conda
+  sha256: 9ea6073091c130470a51b51703c8d2d959434992e29c4aa4abeba07cd56533a3
+  md5: af5fa2d2186003472e766a23c46cae04
   depends:
   - python >=3.8
   license: BSD-3-Clause
-  license_family: BSD
-  size: 110329
-  timestamp: 1704213177224
+  size: 110288
+  timestamp: 1710254564088
 - kind: conda
   name: types-python-dateutil
-  version: 2.8.19.20240106
+  version: 2.8.19.20240311
   build: pyhd8ed1ab_0
   subdir: noarch
   noarch: python
-  url: https://conda.anaconda.org/conda-forge/noarch/types-python-dateutil-2.8.19.20240106-pyhd8ed1ab_0.conda
-  sha256: 09ef8cc587bdea80a83b6f820dbae24daadcf82be088fb0a9f6495781653e300
-  md5: c9096a546660b9079dce531c0039e074
+  url: https://conda.anaconda.org/conda-forge/noarch/types-python-dateutil-2.8.19.20240311-pyhd8ed1ab_0.conda
+  sha256: decd6e270f0b4d6a1ac50318f650e6a957fb5b8d67729ed43b8c5eef926cec5f
+  md5: bd1f4958ce0d78874e98f6b28e3da15e
   depends:
   - python >=3.6
   license: Apache-2.0 AND MIT
-  size: 21896
-  timestamp: 1704512704737
+  size: 21823
+  timestamp: 1710134346863
 - kind: conda
   name: typing-extensions
   version: 4.10.0
@@ -15677,6 +15809,21 @@ packages:
   license_family: APACHE
   size: 46626
   timestamp: 1701630814576
+- kind: conda
+  name: wheel
+  version: 0.42.0
+  build: pyhd8ed1ab_0
+  subdir: noarch
+  noarch: python
+  url: https://conda.anaconda.org/conda-forge/noarch/wheel-0.42.0-pyhd8ed1ab_0.conda
+  sha256: 80be0ccc815ce22f80c141013302839b0ed938a2edb50b846cf48d8a8c1cfa01
+  md5: 1cdea58981c5cbc17b51973bcaddcea7
+  depends:
+  - python >=3.7
+  license: MIT
+  license_family: MIT
+  size: 57553
+  timestamp: 1701013309664
 - kind: conda
   name: win_inet_pton
   version: 1.1.0
diff --git a/pixi.toml b/pixi.toml
index 97510c4..9ef24a0 100644
--- a/pixi.toml
+++ b/pixi.toml
@@ -23,3 +23,5 @@ pandas = ">=2.2.1,<2.3"
 geopandas = ">=0.14.3,<0.15"
 plotly = ">=5.19.0,<5.20"
 seaborn = ">=0.13.2,<0.14"
+pyproj = ">=3.6.1,<3.7"
+pip = ">=24.0,<25"
diff --git a/setup.py b/setup.py
new file mode 100644
index 0000000..c83576c
--- /dev/null
+++ b/setup.py
@@ -0,0 +1,39 @@
+"""
+Pixi does not currently support editable installations of projects. In order to do so and preserve the pixi.toml as the single source
+of truth for project dependencies, pip needs to be added as a dependency and a setup.py needs to scrap the pixi.toml for the dep list.
+
+https://github.com/prefix-dev/pixi/issues/175
+https://github.com/prefix-dev/pixi/issues/79
+
+To have an editable installation of icedyno, run:
+``pixi install pip -e .``
+"""
+import toml
+from setuptools import find_packages, setup
+
+# Allow the pixi.toml to be the single source of truth for dependencies
+with open("pixi.toml", "r") as file:
+    pixi_config = toml.load(file)
+
+# Extract the dependencies
+dependencies = pixi_config["dependencies"]
+
+# Convert dependencies to a format suitable for setup.py
+install_requires = [
+    f"{pkg}>={dependencies[pkg].split(',')[0].replace('>=','')}" for pkg in dependencies
+]
+
+
+setup(
+    name="icedyno",
+    version=pixi_config["project"]["version"],
+    description=pixi_config["project"]["description"],
+    author="Julieanna Bacon, Soolu Thomas, Brendon Gory, Matthew Thanos, Ruchi Asthana",
+    packages=find_packages(),
+    install_requires=install_requires,
+    classifiers=[
+        "Programming Language :: Python :: 3",
+        "Operating System :: OS Independent",
+    ],
+    python_requires=">=3.8",
+)