diff --git a/pixi.lock b/pixi.lock
index 9a9c952..bc28a84 100644
--- a/pixi.lock
+++ b/pixi.lock
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@@ -553,6 +554,7 @@ environments:
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+  - xorg-libx11 >=1.8.10,<2.0a0
+  - xorg-libxcomposite >=0.4.6,<1.0a0
+  - xorg-libxcursor >=1.2.3,<2.0a0
+  - xorg-libxdamage >=1.1.6,<2.0a0
+  - xorg-libxext >=1.3.6,<2.0a0
+  - xorg-libxrandr >=1.5.4,<2.0a0
+  - xorg-libxtst >=1.2.5,<2.0a0
+  - xorg-libxxf86vm >=1.1.5,<2.0a0
+  - zstd >=1.5.6,<1.6.0a0
+  constrains:
+  - qt 6.8.1
+  license: LGPL-3.0-only
+  license_family: LGPL
+  purls: []
+  size: 51147285
+  timestamp: 1733147418686
 - conda: https://conda.anaconda.org/conda-forge/linux-64/rasterio-1.4.3-py312h8cae83d_0.conda
   sha256: 260a7009182f701077b93b0bf58f94e66c39e11876453a76d0983d983f90acfd
   md5: 9691edb87ec148887c6488412355ed49
@@ -8507,6 +9113,20 @@ packages:
   - pkg:pypi/virtualenv?source=hash-mapping
   size: 3350255
   timestamp: 1732609542072
+- conda: https://conda.anaconda.org/conda-forge/linux-64/wayland-1.23.1-h3e06ad9_0.conda
+  sha256: 0884b2023a32d2620192cf2e2fc6784b8d1e31cf9f137e49e00802d4daf7d1c1
+  md5: 0a732427643ae5e0486a727927791da1
+  depends:
+  - __glibc >=2.17,<3.0.a0
+  - libexpat >=2.6.2,<3.0a0
+  - libffi >=3.4,<4.0a0
+  - libgcc-ng >=13
+  - libstdcxx-ng >=13
+  license: MIT
+  license_family: MIT
+  purls: []
+  size: 321561
+  timestamp: 1724530461598
 - conda: https://conda.anaconda.org/conda-forge/noarch/wcwidth-0.2.13-pyhd8ed1ab_1.conda
   sha256: f21e63e8f7346f9074fd00ca3b079bd3d2fa4d71f1f89d5b6934bf31446dc2a5
   md5: b68980f2495d096e71c7fd9d7ccf63e6
@@ -8584,6 +9204,77 @@ packages:
   - pkg:pypi/xarray?source=hash-mapping
   size: 826310
   timestamp: 1732532972254
+- conda: https://conda.anaconda.org/conda-forge/linux-64/xcb-util-0.4.1-hb711507_2.conda
+  sha256: 416aa55d946ce4ab173ab338796564893a2f820e80e04e098ff00c25fb981263
+  md5: 8637c3e5821654d0edf97e2b0404b443
+  depends:
+  - libgcc-ng >=12
+  - libxcb >=1.16,<2.0.0a0
+  license: MIT
+  license_family: MIT
+  purls: []
+  size: 19965
+  timestamp: 1718843348208
+- conda: https://conda.anaconda.org/conda-forge/linux-64/xcb-util-cursor-0.1.5-hb9d3cd8_0.conda
+  sha256: c7b35db96f6e32a9e5346f97adc968ef2f33948e3d7084295baebc0e33abdd5b
+  md5: eb44b3b6deb1cab08d72cb61686fe64c
+  depends:
+  - __glibc >=2.17,<3.0.a0
+  - libgcc >=13
+  - libxcb >=1.13
+  - libxcb >=1.16,<2.0.0a0
+  - xcb-util-image >=0.4.0,<0.5.0a0
+  - xcb-util-renderutil >=0.3.10,<0.4.0a0
+  license: MIT
+  license_family: MIT
+  purls: []
+  size: 20296
+  timestamp: 1726125844850
+- conda: https://conda.anaconda.org/conda-forge/linux-64/xcb-util-image-0.4.0-hb711507_2.conda
+  sha256: 94b12ff8b30260d9de4fd7a28cca12e028e572cbc504fd42aa2646ec4a5bded7
+  md5: a0901183f08b6c7107aab109733a3c91
+  depends:
+  - libgcc-ng >=12
+  - libxcb >=1.16,<2.0.0a0
+  - xcb-util >=0.4.1,<0.5.0a0
+  license: MIT
+  license_family: MIT
+  purls: []
+  size: 24551
+  timestamp: 1718880534789
+- conda: https://conda.anaconda.org/conda-forge/linux-64/xcb-util-keysyms-0.4.1-hb711507_0.conda
+  sha256: 546e3ee01e95a4c884b6401284bb22da449a2f4daf508d038fdfa0712fe4cc69
+  md5: ad748ccca349aec3e91743e08b5e2b50
+  depends:
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+  - libxcb >=1.16,<2.0.0a0
+  license: MIT
+  license_family: MIT
+  purls: []
+  size: 14314
+  timestamp: 1718846569232
+- conda: https://conda.anaconda.org/conda-forge/linux-64/xcb-util-renderutil-0.3.10-hb711507_0.conda
+  sha256: 2d401dadc43855971ce008344a4b5bd804aca9487d8ebd83328592217daca3df
+  md5: 0e0cbe0564d03a99afd5fd7b362feecd
+  depends:
+  - libgcc-ng >=12
+  - libxcb >=1.16,<2.0.0a0
+  license: MIT
+  license_family: MIT
+  purls: []
+  size: 16978
+  timestamp: 1718848865819
+- conda: https://conda.anaconda.org/conda-forge/linux-64/xcb-util-wm-0.4.2-hb711507_0.conda
+  sha256: 31d44f297ad87a1e6510895740325a635dd204556aa7e079194a0034cdd7e66a
+  md5: 608e0ef8256b81d04456e8d211eee3e8
+  depends:
+  - libgcc-ng >=12
+  - libxcb >=1.16,<2.0.0a0
+  license: MIT
+  license_family: MIT
+  purls: []
+  size: 51689
+  timestamp: 1718844051451
 - conda: https://conda.anaconda.org/conda-forge/linux-64/xerces-c-3.2.5-h988505b_2.conda
   sha256: 339ab0ff05170a295e59133cd0fa9a9c4ba32b6941c8a2a73484cc13f81e248a
   md5: 9dda9667feba914e0e80b95b82f7402b
@@ -8610,6 +9301,54 @@ packages:
   purls: []
   size: 1277884
   timestamp: 1727733870250
+- conda: https://conda.anaconda.org/conda-forge/linux-64/xkeyboard-config-2.43-hb9d3cd8_0.conda
+  sha256: 0d89b5873515a1f05d311f37ea4e087bbccc0418afa38f2f6189e97280db3179
+  md5: f725c7425d6d7c15e31f3b99a88ea02f
+  depends:
+  - __glibc >=2.17,<3.0.a0
+  - libgcc >=13
+  - xorg-libx11 >=1.8.10,<2.0a0
+  license: MIT
+  license_family: MIT
+  purls: []
+  size: 389475
+  timestamp: 1727840188958
+- conda: https://conda.anaconda.org/conda-forge/linux-64/xorg-libice-1.1.1-hb9d3cd8_1.conda
+  sha256: ec276da68d1c4a3d34a63195b35ca5b248d4aff0812464dcd843d74649b5cec4
+  md5: 19608a9656912805b2b9a2f6bd257b04
+  depends:
+  - __glibc >=2.17,<3.0.a0
+  - libgcc >=13
+  license: MIT
+  license_family: MIT
+  purls: []
+  size: 58159
+  timestamp: 1727531850109
+- conda: https://conda.anaconda.org/conda-forge/linux-64/xorg-libsm-1.2.4-he73a12e_1.conda
+  sha256: 70e903370977d44c9120a5641ab563887bd48446e9ef6fc2a3f5f60531c2cd6c
+  md5: 05a8ea5f446de33006171a7afe6ae857
+  depends:
+  - __glibc >=2.17,<3.0.a0
+  - libgcc >=13
+  - libuuid >=2.38.1,<3.0a0
+  - xorg-libice >=1.1.1,<2.0a0
+  license: MIT
+  license_family: MIT
+  purls: []
+  size: 27516
+  timestamp: 1727634669421
+- conda: https://conda.anaconda.org/conda-forge/linux-64/xorg-libx11-1.8.10-h4f16b4b_1.conda
+  sha256: f53994d54f0604df881c4e984279b3cf6a1648a22d4b2113e2c89829968784c9
+  md5: 125f34a17d7b4bea418a83904ea82ea6
+  depends:
+  - __glibc >=2.17,<3.0.a0
+  - libgcc >=13
+  - libxcb >=1.17.0,<2.0a0
+  license: MIT
+  license_family: MIT
+  purls: []
+  size: 837524
+  timestamp: 1733324962639
 - conda: https://conda.anaconda.org/conda-forge/linux-64/xorg-libxau-1.0.11-hb9d3cd8_1.conda
   sha256: 532a046fee0b3a402db867b6ec55c84ba4cdedb91d817147c8feeae9766be3d6
   md5: 77cbc488235ebbaab2b6e912d3934bae
@@ -8631,6 +9370,47 @@ packages:
   purls: []
   size: 13515
   timestamp: 1727034783560
+- conda: https://conda.anaconda.org/conda-forge/linux-64/xorg-libxcomposite-0.4.6-hb9d3cd8_2.conda
+  sha256: 753f73e990c33366a91fd42cc17a3d19bb9444b9ca5ff983605fa9e953baf57f
+  md5: d3c295b50f092ab525ffe3c2aa4b7413
+  depends:
+  - __glibc >=2.17,<3.0.a0
+  - libgcc >=13
+  - xorg-libx11 >=1.8.10,<2.0a0
+  - xorg-libxfixes >=6.0.1,<7.0a0
+  license: MIT
+  license_family: MIT
+  purls: []
+  size: 13603
+  timestamp: 1727884600744
+- conda: https://conda.anaconda.org/conda-forge/linux-64/xorg-libxcursor-1.2.3-hb9d3cd8_0.conda
+  sha256: 832f538ade441b1eee863c8c91af9e69b356cd3e9e1350fff4fe36cc573fc91a
+  md5: 2ccd714aa2242315acaf0a67faea780b
+  depends:
+  - __glibc >=2.17,<3.0.a0
+  - libgcc >=13
+  - xorg-libx11 >=1.8.10,<2.0a0
+  - xorg-libxfixes >=6.0.1,<7.0a0
+  - xorg-libxrender >=0.9.11,<0.10.0a0
+  license: MIT
+  license_family: MIT
+  purls: []
+  size: 32533
+  timestamp: 1730908305254
+- conda: https://conda.anaconda.org/conda-forge/linux-64/xorg-libxdamage-1.1.6-hb9d3cd8_0.conda
+  sha256: 43b9772fd6582bf401846642c4635c47a9b0e36ca08116b3ec3df36ab96e0ec0
+  md5: b5fcc7172d22516e1f965490e65e33a4
+  depends:
+  - __glibc >=2.17,<3.0.a0
+  - libgcc >=13
+  - xorg-libx11 >=1.8.10,<2.0a0
+  - xorg-libxext >=1.3.6,<2.0a0
+  - xorg-libxfixes >=6.0.1,<7.0a0
+  license: MIT
+  license_family: MIT
+  purls: []
+  size: 13217
+  timestamp: 1727891438799
 - conda: https://conda.anaconda.org/conda-forge/linux-64/xorg-libxdmcp-1.1.5-hb9d3cd8_0.conda
   sha256: 6b250f3e59db07c2514057944a3ea2044d6a8cdde8a47b6497c254520fade1ee
   md5: 8035c64cb77ed555e3f150b7b3972480
@@ -8652,6 +9432,97 @@ packages:
   purls: []
   size: 18487
   timestamp: 1727795205022
+- conda: https://conda.anaconda.org/conda-forge/linux-64/xorg-libxext-1.3.6-hb9d3cd8_0.conda
+  sha256: da5dc921c017c05f38a38bd75245017463104457b63a1ce633ed41f214159c14
+  md5: febbab7d15033c913d53c7a2c102309d
+  depends:
+  - __glibc >=2.17,<3.0.a0
+  - libgcc >=13
+  - xorg-libx11 >=1.8.10,<2.0a0
+  license: MIT
+  license_family: MIT
+  purls: []
+  size: 50060
+  timestamp: 1727752228921
+- conda: https://conda.anaconda.org/conda-forge/linux-64/xorg-libxfixes-6.0.1-hb9d3cd8_0.conda
+  sha256: 2fef37e660985794617716eb915865ce157004a4d567ed35ec16514960ae9271
+  md5: 4bdb303603e9821baf5fe5fdff1dc8f8
+  depends:
+  - __glibc >=2.17,<3.0.a0
+  - libgcc >=13
+  - xorg-libx11 >=1.8.10,<2.0a0
+  license: MIT
+  license_family: MIT
+  purls: []
+  size: 19575
+  timestamp: 1727794961233
+- conda: https://conda.anaconda.org/conda-forge/linux-64/xorg-libxi-1.8.2-hb9d3cd8_0.conda
+  sha256: 1a724b47d98d7880f26da40e45f01728e7638e6ec69f35a3e11f92acd05f9e7a
+  md5: 17dcc85db3c7886650b8908b183d6876
+  depends:
+  - __glibc >=2.17,<3.0.a0
+  - libgcc >=13
+  - xorg-libx11 >=1.8.10,<2.0a0
+  - xorg-libxext >=1.3.6,<2.0a0
+  - xorg-libxfixes >=6.0.1,<7.0a0
+  license: MIT
+  license_family: MIT
+  purls: []
+  size: 47179
+  timestamp: 1727799254088
+- conda: https://conda.anaconda.org/conda-forge/linux-64/xorg-libxrandr-1.5.4-hb9d3cd8_0.conda
+  sha256: ac0f037e0791a620a69980914a77cb6bb40308e26db11698029d6708f5aa8e0d
+  md5: 2de7f99d6581a4a7adbff607b5c278ca
+  depends:
+  - __glibc >=2.17,<3.0.a0
+  - libgcc >=13
+  - xorg-libx11 >=1.8.10,<2.0a0
+  - xorg-libxext >=1.3.6,<2.0a0
+  - xorg-libxrender >=0.9.11,<0.10.0a0
+  license: MIT
+  license_family: MIT
+  purls: []
+  size: 29599
+  timestamp: 1727794874300
+- conda: https://conda.anaconda.org/conda-forge/linux-64/xorg-libxrender-0.9.11-hb9d3cd8_2.conda
+  sha256: a2f533fe2374789413a9dfa1369322573910f4b010fd24386cdd1c5cd977a087
+  md5: eef3132295d92678c17ffc8b114b8371
+  depends:
+  - __glibc >=2.17,<3.0.a0
+  - libgcc >=13
+  - xorg-libx11 >=1.8.10,<2.0a0
+  license: MIT
+  license_family: MIT
+  purls: []
+  size: 37638
+  timestamp: 1733755897245
+- conda: https://conda.anaconda.org/conda-forge/linux-64/xorg-libxtst-1.2.5-hb9d3cd8_3.conda
+  sha256: 752fdaac5d58ed863bbf685bb6f98092fe1a488ea8ebb7ed7b606ccfce08637a
+  md5: 7bbe9a0cc0df0ac5f5a8ad6d6a11af2f
+  depends:
+  - __glibc >=2.17,<3.0.a0
+  - libgcc >=13
+  - xorg-libx11 >=1.8.10,<2.0a0
+  - xorg-libxext >=1.3.6,<2.0a0
+  - xorg-libxi >=1.7.10,<2.0a0
+  license: MIT
+  license_family: MIT
+  purls: []
+  size: 32808
+  timestamp: 1727964811275
+- conda: https://conda.anaconda.org/conda-forge/linux-64/xorg-libxxf86vm-1.1.5-hb9d3cd8_4.conda
+  sha256: 0b8f062a5b4a2c3833267285b7d41b3542f54d2c935c86ca98504c3e5296354c
+  md5: 7da9007c0582712c4bad4131f89c8372
+  depends:
+  - __glibc >=2.17,<3.0.a0
+  - libgcc >=13
+  - xorg-libx11 >=1.8.10,<2.0a0
+  - xorg-libxext >=1.3.6,<2.0a0
+  license: MIT
+  license_family: MIT
+  purls: []
+  size: 18072
+  timestamp: 1728920051869
 - conda: https://conda.anaconda.org/conda-forge/noarch/xyzservices-2024.9.0-pyhd8ed1ab_1.conda
   sha256: 5f8757092fc985d7586f2659505ec28757c05fd65d8d6ae549a5cec7e3376977
   md5: c79cea50b258f652010cb6c8d81591b5
diff --git a/pyproject.toml b/pyproject.toml
index 97e253d..0c7a0f3 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -47,11 +47,13 @@ dependencies = [
 [project.optional-dependencies]
 dev = [
   "ipykernel>=6.29.5,<7",
+  "matplotlib>=3.9.4,<4",
   "mypy>=1.11.2,<2",
   "pre-commit>=3.8.0,<4",
   "pylint>=3.3.1,<4",
   "pytest >=6",
   "pytest-cov >=3",
+  "sliderule>=4.7.1,<5",
 ]
 docs = [
   "folium", # comes w/ geopandas on conda-forge but not pypi
@@ -224,15 +226,19 @@ libgdal-arrow-parquet = ">=3.10.0,<4"
 [tool.pixi.feature.dev.dependencies]
 # NOTE: ipykernel to run notebooks in vscode
 ipykernel = ">=6.29.5,<7"
+matplotlib = "*"
+mypy = "*"
 # Bug if=*? Because you require pre-commit>=3.8.0,<4 and pre-commit==4.0.0, we can conclude that your requirements are unsatisfiable.
 pre-commit = "<4"
 pylint = "*"
 pytest = "*"
-mypy = "*"
-# Testing additional dependencies
+sliderule = "*"
+
+# NOTE: test new dependencies locally by adding below
 #rich = ">=13.8.1,<14" # Optional. convenient for rich.print(dataset)
 #xvec = ">=0.3.0,<0.4"
-sliderule = ">=4.7.1,<5"
+#sliderule = ">=4.7.1,<5"
+#matplotlib = ">=3.9.4,<4"
 
 [tool.pixi.pypi-dependencies]
 coincident = { path = ".", editable = false }