From e78313fd48cadc576fa60cf68bf6946137730796 Mon Sep 17 00:00:00 2001
From: Akio Taniguchi <13254278+astropenguin@users.noreply.github.com>
Date: Wed, 22 Oct 2025 03:27:33 +0000
Subject: [PATCH 1/2] #211 Calculate sample-number-based weights in make.cube

---
 decode/make.py | 13 ++++++++++---
 1 file changed, 10 insertions(+), 3 deletions(-)

diff --git a/decode/make.py b/decode/make.py
index 1cdee06..9144c04 100644
--- a/decode/make.py
+++ b/decode/make.py
@@ -33,7 +33,8 @@ def cube(
         skycoord_units: Units of the sky coordinate axes.
 
     Returns:
-        Cube DataArray.
+        Cube DataArray. The weight coordinate is the inverse
+        variance of the input DEMS samples within each pixel.
 
     """
     dems = convert.coord_units(dems, "lon", "deg")
@@ -56,14 +57,20 @@ def cube(
 
     dems = dems.copy(data=dems.data)
     dems.coords.update({"index": index})
-    gridded = dems.groupby("index").mean("time")
+    mean = dems.groupby("index").mean("time")
+    var = dems.groupby("index").var("time")
 
     data = np.full([n_lat * n_lon, n_chan], np.nan)
-    data[gridded.index.values] = gridded.values
+    data[mean.index.values] = mean.values
     data = data.reshape(n_lat, n_lon, n_chan).transpose(2, 0, 1)
 
+    weight = np.full([n_lat * n_lon, n_chan], np.nan)
+    weight[var.index.values] = 1 / var.values
+    weight = weight.reshape(n_lat, n_lon, n_chan).transpose(2, 0, 1)
+
     cube = Cube.new(
         data=data,
+        weight=weight,
         lat=lat,
         lon=lon,
         chan=dems.chan,

From ca980d10b5958cb957d8edce3a603eef021dc148 Mon Sep 17 00:00:00 2001
From: Akio Taniguchi <13254278+astropenguin@users.noreply.github.com>
Date: Wed, 22 Oct 2025 03:40:10 +0000
Subject: [PATCH 2/2] =?UTF-8?q?#211=20Update=20package=20version=20(2025.8?=
 =?UTF-8?q?.0=20=E2=86=92=202025.10.0)?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

---
 CITATION.cff       | 2 +-
 README.md          | 2 +-
 decode/__init__.py | 2 +-
 pyproject.toml     | 2 +-
 uv.lock            | 2 +-
 5 files changed, 5 insertions(+), 5 deletions(-)

diff --git a/CITATION.cff b/CITATION.cff
index 8e43a96..ab7f40f 100644
--- a/CITATION.cff
+++ b/CITATION.cff
@@ -33,5 +33,5 @@ keywords:
   - spectroscopy
   - submillimeter
 license: MIT
-version: 2025.8.0
+version: 2025.10.0
 date-released: '2025-08-18'
diff --git a/README.md b/README.md
index 36bea73..a404d3d 100644
--- a/README.md
+++ b/README.md
@@ -11,7 +11,7 @@ DESHIMA code for data analysis
 ## Installation
 
 ```shell
-pip install decode==2025.8.0
+pip install decode==2025.10.0
 ```
 
 ## Quick look
diff --git a/decode/__init__.py b/decode/__init__.py
index 778e381..00bf3b0 100644
--- a/decode/__init__.py
+++ b/decode/__init__.py
@@ -11,7 +11,7 @@
     "stats",
     "utils",
 ]
-__version__ = "2025.8.0"
+__version__ = "2025.10.0"
 
 
 # submodules
diff --git a/pyproject.toml b/pyproject.toml
index e908458..2ce174b 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -1,6 +1,6 @@
 [project]
 name = "decode"
-version = "2025.8.0"
+version = "2025.10.0"
 description = "DESHIMA code for data analysis"
 readme = "README.md"
 keywords = [
diff --git a/uv.lock b/uv.lock
index 407cac0..a35e5f9 100644
--- a/uv.lock
+++ b/uv.lock
@@ -535,7 +535,7 @@ wheels = [
 
 [[package]]
 name = "decode"
-version = "2025.8.0"
+version = "2025.10.0"
 source = { editable = "." }
 dependencies = [
     { name = "astropy", version = "6.0.1", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version < '3.10'" },