diff --git a/.github/workflows/python-app.yml b/.github/workflows/python-app.yml
index f35db00..630692e 100644
--- a/.github/workflows/python-app.yml
+++ b/.github/workflows/python-app.yml
@@ -66,4 +66,4 @@ jobs:
 
       - name: Test with pytest
         shell: bash -l {0}
-        run: poetry run pytest --verbose tests/
+        run: poetry run pytest --verbose deepicedrain/
diff --git a/deepicedrain/__init__.py b/deepicedrain/__init__.py
index 7133c2a..8711e68 100644
--- a/deepicedrain/__init__.py
+++ b/deepicedrain/__init__.py
@@ -1,10 +1,18 @@
+import importlib.resources
+import logging
+
 import intake
+
+import deepicedrain
 from deepicedrain.deltamath import calculate_delta
 from deepicedrain.spatiotemporal import Region
 
 __version__: str = "0.1.0"
 
 # Loads the ICESat-2 ATLAS intake data catalog
-catalog: intake.catalog.local.YAMLFileCatalog = intake.open_catalog(
-    uri="atlas_catalog.yaml"
+_catalog_path = importlib.resources.path(
+    package=deepicedrain, resource="atlas_catalog.yaml"
 )
+with _catalog_path as uri:
+    logging.info(f"Loading intake catalog from {uri}")
+    catalog: intake.catalog.local.YAMLFileCatalog = intake.open_catalog(uri=str(uri))
diff --git a/atlas_catalog.yaml b/deepicedrain/atlas_catalog.yaml
similarity index 98%
rename from atlas_catalog.yaml
rename to deepicedrain/atlas_catalog.yaml
index 865841f..ea16697 100644
--- a/atlas_catalog.yaml
+++ b/deepicedrain/atlas_catalog.yaml
@@ -105,7 +105,7 @@ sources:
           coastline: True
   test_data:
     args:
-      path: tests/test_catalog.yaml
+      path: '{{ CATALOG_DIR }}/tests/test_catalog.yaml'
     description: 'Sample ICESat-2 datasets for testing purposes'
     driver: intake.catalog.local.YAMLFileCatalog
     metadata: {}
diff --git a/tests/__init__.py b/deepicedrain/tests/__init__.py
similarity index 100%
rename from tests/__init__.py
rename to deepicedrain/tests/__init__.py
diff --git a/tests/test_calculate_delta.py b/deepicedrain/tests/test_calculate_delta.py
similarity index 100%
rename from tests/test_calculate_delta.py
rename to deepicedrain/tests/test_calculate_delta.py
diff --git a/tests/test_catalog.yaml b/deepicedrain/tests/test_catalog.yaml
similarity index 100%
rename from tests/test_catalog.yaml
rename to deepicedrain/tests/test_catalog.yaml
diff --git a/tests/test_deepicedrain.py b/deepicedrain/tests/test_deepicedrain.py
similarity index 100%
rename from tests/test_deepicedrain.py
rename to deepicedrain/tests/test_deepicedrain.py
diff --git a/tests/test_region.py b/deepicedrain/tests/test_region.py
similarity index 100%
rename from tests/test_region.py
rename to deepicedrain/tests/test_region.py
diff --git a/pyproject.toml b/pyproject.toml
index e7040e9..24bcbf5 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -35,6 +35,9 @@ black = "^19.10b0"
 jupytext = "^1.4.2"
 pytest = "^5.4.2"
 
+[tool.poetry.plugins."intake.catalogs"]
+"atlas_cat" = "deepicedrain:catalog"
+
 [build-system]
 requires = ["poetry>=0.12"]
 build-backend = "poetry.masonry.api"