diff --git a/epymorph/adrio/lodes.py b/epymorph/adrio/lodes.py
index 7e3f58f7..7703a885 100644
--- a/epymorph/adrio/lodes.py
+++ b/epymorph/adrio/lodes.py
@@ -297,8 +297,25 @@ def _validate_scope(scope: GeoScope) -> CensusScope:
     return scope
 
 
-def _estimate_lodes(self, scope: CensusScope, job_type: str, year: int) -> DataEstimate:
-    scope = _validate_scope(self.scope)
+class _LodesADRIO(ADRIO[np.int64], ABC):
+    _override_year: int | None
+    """The year for the commuting data.
+    If None, defaults to the year in which the simulation time frame starts."""
+
+    def __init__(self, year: int | None = None):
+        self._override_year = year
+
+    @property
+    def data_year(self) -> int:
+        if self._override_year is not None:
+            return self._override_year
+        return self.time_frame.start_date.year
+
+
+def _estimate_lodes(
+    adrio_instance: _LodesADRIO, scope: CensusScope, job_type: str, year: int
+) -> DataEstimate:
+    scope = _validate_scope(scope)
     est_main_size = 0
     est_aux_size = 0
     urls_aux = []
@@ -371,7 +388,7 @@ def _estimate_lodes(self, scope: CensusScope, job_type: str, year: int) -> DataE
 
     key = f"lodes:{year}:{job_type}"
     return AvailableDataEstimate(
-        name=self.full_name,
+        name=adrio_instance.class_name,
         cache_key=key,
         new_network_bytes=est.missing_cache_size,
         new_cache_bytes=est.missing_cache_size,
@@ -380,21 +397,6 @@ def _estimate_lodes(self, scope: CensusScope, job_type: str, year: int) -> DataE
     )
 
 
-class _LodesADRIO(ADRIO[np.int64], ABC):
-    _override_year: int | None
-    """The year for the commuting data.
-    If None, defaults to the year in which the simulation time frame starts."""
-
-    def __init__(self, year: int | None = None):
-        self._override_year = year
-
-    @property
-    def data_year(self) -> int:
-        if self._override_year is not None:
-            return self._override_year
-        return self.time_frame.start_date.year
-
-
 @adrio_cache
 class Commuters(_LodesADRIO):
     """
diff --git a/epymorph/adrio/prism.py b/epymorph/adrio/prism.py
index b4de16e4..792edcfe 100644
--- a/epymorph/adrio/prism.py
+++ b/epymorph/adrio/prism.py
@@ -139,55 +139,6 @@ def _validate_dates(date_range: TimeFrame) -> TimeFrame:
     return date_range
 
 
-def _estimate_prism(
-    self, file_size: int, date_range: TimeFrame, attribute: str
-) -> DataEstimate:
-    """
-    Calculate estimates for downloading PRISM files.
-    """
-    est_file_size = file_size
-    total_files = date_range.duration_days
-
-    # setup urls as list to check if theyre in the cache
-
-    # setup date variables
-    first_day = date_range.start_date
-    last_day = date_range.end_date
-    latest_date = datetype.today() - timedelta(days=1)
-    six_months_ago = datetype.today() + relativedelta(months=-6)
-    last_completed_month = six_months_ago.replace(day=1) - timedelta(days=1)
-    date_list = [
-        first_day + timedelta(days=x) for x in range((last_day - first_day).days + 1)
-    ]
-
-    # get url names to check in cache
-    urls = [
-        _generate_file_name(attribute, latest_date, last_completed_month, day)[0]
-        for day in date_list
-    ]
-
-    # sum the files needed to download
-    missing_files = total_files - sum(
-        1 for u in urls if check_file_in_cache(_PRISM_CACHE_PATH / Path(u).name)
-    )
-
-    # calculate the cache estimate
-    est = CacheEstimate(
-        total_cache_size=total_files * est_file_size,
-        missing_cache_size=missing_files * est_file_size,
-    )
-
-    key = f"prism:{attribute}:{date_range}"
-    return AvailableDataEstimate(
-        name=self.full_name,
-        cache_key=key,
-        new_network_bytes=est.missing_cache_size,
-        new_cache_bytes=est.missing_cache_size,
-        total_cache_bytes=est.total_cache_size,
-        max_bandwidth=None,
-    )
-
-
 class _PRISMAdrio(ADRIO[np.float64], ABC):
     _override_time_frame: TimeFrame | None
     """An override time frame for which to fetch data.
@@ -298,6 +249,55 @@ def evaluate_adrio(self) -> NDArray[np.float64]:
         return raster_vals
 
 
+def _estimate_prism(
+    adrio_instance: _PRISMAdrio, file_size: int, date_range: TimeFrame, attribute: str
+) -> DataEstimate:
+    """
+    Calculate estimates for downloading PRISM files.
+    """
+    est_file_size = file_size
+    total_files = date_range.duration_days
+
+    # setup urls as list to check if theyre in the cache
+
+    # setup date variables
+    first_day = date_range.start_date
+    last_day = date_range.end_date
+    latest_date = datetype.today() - timedelta(days=1)
+    six_months_ago = datetype.today() + relativedelta(months=-6)
+    last_completed_month = six_months_ago.replace(day=1) - timedelta(days=1)
+    date_list = [
+        first_day + timedelta(days=x) for x in range((last_day - first_day).days + 1)
+    ]
+
+    # get url names to check in cache
+    urls = [
+        _generate_file_name(attribute, latest_date, last_completed_month, day)[0]
+        for day in date_list
+    ]
+
+    # sum the files needed to download
+    missing_files = total_files - sum(
+        1 for u in urls if check_file_in_cache(_PRISM_CACHE_PATH / Path(u).name)
+    )
+
+    # calculate the cache estimate
+    est = CacheEstimate(
+        total_cache_size=total_files * est_file_size,
+        missing_cache_size=missing_files * est_file_size,
+    )
+
+    key = f"prism:{attribute}:{date_range}"
+    return AvailableDataEstimate(
+        name=adrio_instance.class_name,
+        cache_key=key,
+        new_network_bytes=est.missing_cache_size,
+        new_cache_bytes=est.missing_cache_size,
+        total_cache_bytes=est.total_cache_size,
+        max_bandwidth=None,
+    )
+
+
 @adrio_cache
 class Precipitation(_PRISMAdrio):
     """