diff --git a/.gitignore b/.gitignore
index 1a06bc7..dbfa4a1 100644
--- a/.gitignore
+++ b/.gitignore
@@ -4,6 +4,7 @@ private/
 *.py[cod]
 *$py.class
 *.nc
+changelog_update.md
 
 # C extensions
 *.so
diff --git a/docs/changelog.md b/docs/changelog.md
index 289e2c5..935b48d 100644
--- a/docs/changelog.md
+++ b/docs/changelog.md
@@ -1,11 +1,224 @@
 # Changelog
 
-## v0.0.1 - Date
+## v0.6.3 - Jul 1, 2024
 
-**Improvement**:
+**What's Changed**
 
--   TBD
+-   Update pace_chla_to_image_function by @giswqs in [#69](https://github.com/opengeos/HyperCoast/pull/69)
 
-**New Features**:
+**Full Changelog**: [v0.6.2...v0.6.3](https://github.com/opengeos/HyperCoast/compare/v0.6.2...v0.6.3)
 
--   TBD
+## v0.6.2 - Jun 30, 2024
+
+**What's Changed**
+
+-   Add search_datasets function and improve notebook example by @giswqs in [#66](https://github.com/opengeos/HyperCoast/pull/66)
+-   Add PACE OCI Level-1 notebook example by @giswqs in [#67](https://github.com/opengeos/HyperCoast/pull/67)
+-   Add PACE pixel location function by @giswqs in [#68](https://github.com/opengeos/HyperCoast/pull/68)
+
+**Full Changelog**: [v0.6.1...v0.6.2](https://github.com/opengeos/HyperCoast/compare/v0.6.1...v0.6.2)
+
+## v0.6.1 - Jun 30, 2024
+
+**What's Changed**
+
+-   Add more demos to docs by @giswqs in [#63](https://github.com/opengeos/HyperCoast/pull/63)
+-   Fix typos by @giswqs in [#64](https://github.com/opengeos/HyperCoast/pull/64)
+-   Add support for reading PACE OCI L2 data by @giswqs in [#65](https://github.com/opengeos/HyperCoast/pull/65)
+
+**Full Changelog**: [v0.6.0...v0.6.1](https://github.com/opengeos/HyperCoast/compare/v0.6.0...v0.6.1)
+
+## v0.6.0 - Jun 26, 2024
+
+**What's Changed**
+
+-   Add support for PACE Chlorophyll data by @giswqs in [#62](https://github.com/opengeos/HyperCoast/pull/62)
+
+**Full Changelog**: [v0.5.5...v0.6.0](https://github.com/opengeos/HyperCoast/compare/v0.5.5...v0.6.0)
+
+## v0.5.5 - Jun 25, 2024
+
+**What's Changed**
+
+-   Add image slicing demos to docs by @giswqs in [#56](https://github.com/opengeos/HyperCoast/pull/56)
+-   Add dependabot by @giswqs in [#58](https://github.com/opengeos/HyperCoast/pull/58)
+-   Bump nwtgck/actions-netlify from 2.0 to 3.0 by @dependabot in [#59](https://github.com/opengeos/HyperCoast/pull/59)
+-   Bump conda-incubator/setup-miniconda from 2 to 3 by @dependabot in [#60](https://github.com/opengeos/HyperCoast/pull/60)
+-   Add ERA5 temperature data notebook by @giswqs in [#61](https://github.com/opengeos/HyperCoast/pull/61)
+
+**New Contributors**
+
+-   @dependabot made their first contribution in [#59](https://github.com/opengeos/HyperCoast/pull/59)
+
+**Full Changelog**: [v0.5.4...v0.5.5](https://github.com/opengeos/HyperCoast/compare/v0.5.4...v0.5.5)
+
+## v0.5.4 - Jun 14, 2024
+
+**What's Changed**
+
+-   Add support for interactive slicing by @giswqs in [#54](https://github.com/opengeos/HyperCoast/pull/54)
+-   Add image slicing notebook example by @giswqs in [#55](https://github.com/opengeos/HyperCoast/pull/55)
+
+**Full Changelog**: [v0.5.3...v0.5.4](https://github.com/opengeos/HyperCoast/compare/v0.5.3...v0.5.4)
+
+## v0.5.3 - Jun 12, 2024
+
+**What's Changed**
+
+-   Add EMIT image cube example by @giswqs in [#51](https://github.com/opengeos/HyperCoast/pull/51)
+-   Refactor read_neon() function to support generalized NEON data reading by @gponce-ars in [#52](https://github.com/opengeos/HyperCoast/pull/52)
+
+**New Contributors**
+
+-   @gponce-ars made their first contribution in [#52](https://github.com/opengeos/HyperCoast/pull/52)
+
+**Full Changelog**: [v0.5.2...v0.5.3](https://github.com/opengeos/HyperCoast/compare/v0.5.2...v0.5.3)
+
+## v0.5.2 - Jun 11, 2024
+
+**What's Changed**
+
+-   Fix RGB image reshape bug for image cube by @giswqs in [#49](https://github.com/opengeos/HyperCoast/pull/49)
+
+**Full Changelog**: [v0.5.1...v0.5.2](https://github.com/opengeos/HyperCoast/compare/v0.5.1...v0.5.2)
+
+## v0.5.1 - Jun 11, 2024
+
+**What's Changed**
+
+-   Add support for 3D visualization by @giswqs in [#47](https://github.com/opengeos/HyperCoast/pull/47)
+-   Add image cube demo to docs by @giswqs in [#48](https://github.com/opengeos/HyperCoast/pull/48)
+
+**Full Changelog**: [v0.5.0...v0.5.1](https://github.com/opengeos/HyperCoast/compare/v0.5.0...v0.5.1)
+
+## v0.5.0 - Jun 10, 2024
+
+**What's Changed**
+
+-   Add support for NEON AOP data by @giswqs in [#43](https://github.com/opengeos/HyperCoast/pull/43)
+-   Add support for AVIRIS data by @giswqs in [#44](https://github.com/opengeos/HyperCoast/pull/44)
+-   Add support for changing band combinations and colormaps interactively by @giswqs in [#46](https://github.com/opengeos/HyperCoast/pull/46)
+
+**Full Changelog**: [v0.4.0...v0.5.0](https://github.com/opengeos/HyperCoast/compare/v0.4.0...v0.5.0)
+
+## v0.4.0 - Jun 3, 2024
+
+**What's Changed**
+
+-   Add support for searching and downloading ECOSTRESS data by @giswqs in [#37](https://github.com/opengeos/HyperCoast/pull/37)
+-   Add support for visualizing DESIS hyperspectral data by @giswqs in [#38](https://github.com/opengeos/HyperCoast/pull/38)
+
+**Full Changelog**: [v0.3.3...v0.4.0](https://github.com/opengeos/HyperCoast/compare/v0.3.3...v0.4.0)
+
+## v0.3.3 - May 19, 2024
+
+**What's Changed**
+
+-   Add functions for searching PACE and EMIT data by @giswqs in [#34](https://github.com/opengeos/HyperCoast/pull/34)
+-   Add stacking for spectral signatures by @giswqs in [#35](https://github.com/opengeos/HyperCoast/pull/35)
+
+**Full Changelog**: [v0.3.2...v0.3.3](https://github.com/opengeos/HyperCoast/compare/v0.3.2...v0.3.3)
+
+## v0.3.2 - May 10, 2024
+
+**What's Changed**
+
+-   Fix wavelength bug by @giswqs in [#27](https://github.com/opengeos/HyperCoast/pull/27)
+-   Pin xarray version by @giswqs in [#28](https://github.com/opengeos/HyperCoast/pull/28)
+-   Fix xr merge error by @giswqs in [#29](https://github.com/opengeos/HyperCoast/pull/29)
+
+**Full Changelog**: [v0.3.1...v0.3.2](https://github.com/opengeos/HyperCoast/compare/v0.3.1...v0.3.2)
+
+## v0.3.1 - May 9, 2024
+
+**Full Changelog**: [v0.3.0...v0.3.1](https://github.com/opengeos/HyperCoast/compare/v0.3.0...v0.3.1)
+
+## v0.3.0 - May 8, 2024
+
+**What's Changed**
+
+-   Add filter_pace function by @giswqs in [#21](https://github.com/opengeos/HyperCoast/pull/21)
+-   Add grid pace function by @giswqs in [#22](https://github.com/opengeos/HyperCoast/pull/22)
+-   Add fetch depth for docs by @giswqs in [#23](https://github.com/opengeos/HyperCoast/pull/23)
+-   Add support for multi-band visualization by @giswqs in [#24](https://github.com/opengeos/HyperCoast/pull/24)
+-   Add extract_pace function by @giswqs in [#25](https://github.com/opengeos/HyperCoast/pull/25)
+-   Add spectral signature viz for PACE data by @giswqs in [#26](https://github.com/opengeos/HyperCoast/pull/26)
+
+**Full Changelog**: [v0.2.0...v0.3.0](https://github.com/opengeos/HyperCoast/compare/v0.2.0...v0.3.0)
+
+## v0.2.0 - May 5, 2024
+
+**What's Changed**
+
+-   Add support for reading and visualizing PACE data by @giswqs in [#20](https://github.com/opengeos/HyperCoast/pull/20)
+
+**Full Changelog**: [v0.1.3...v0.2.0](https://github.com/opengeos/HyperCoast/compare/v0.1.3...v0.2.0)
+
+## v0.1.3 - Apr 30, 2024
+
+**What's Changed**
+
+-   Move hvplot import into functions by @giswqs in [#18](https://github.com/opengeos/HyperCoast/pull/18)
+-   [pre-commit.ci] pre-commit autoupdate by @pre-commit-ci in [#17](https://github.com/opengeos/HyperCoast/pull/17)
+-   Add pace module by @giswqs in [#19](https://github.com/opengeos/HyperCoast/pull/19)
+
+**Full Changelog**: [v0.1.2...v0.1.3](https://github.com/opengeos/HyperCoast/compare/v0.1.2...v0.1.3)
+
+## v0.1.2 - Apr 25, 2024
+
+**What's Changed**
+
+-   Add demo gif by @bingqing-liu in [#15](https://github.com/opengeos/HyperCoast/pull/15)
+-   Fix typos and add method bug by @giswqs in [#16](https://github.com/opengeos/HyperCoast/pull/16)
+
+**Full Changelog**: [v0.1.1...v0.1.2](https://github.com/opengeos/HyperCoast/compare/v0.1.1...v0.1.2)
+
+## v0.1.1 - Apr 22, 2024
+
+**What's Changed**
+
+-   Add an EMIT notebook by @giswqs in [#13](https://github.com/opengeos/HyperCoast/pull/13)
+-   Fix dependency issue by @giswqs in [#14](https://github.com/opengeos/HyperCoast/pull/14)
+
+**Full Changelog**: [v0.1.0...v0.1.1](https://github.com/opengeos/HyperCoast/compare/v0.1.0...v0.1.1)
+
+## v0.1.0 - Apr 21, 2024
+
+**What's Changed**
+
+-   Improve support for visualizing EMIT data by @giswqs in [#10](https://github.com/opengeos/HyperCoast/pull/10)
+-   Add ui module by @giswqs in [#11](https://github.com/opengeos/HyperCoast/pull/11)
+-   Add support for displaying spectral signature interactively by @giswqs in [#12](https://github.com/opengeos/HyperCoast/pull/12)
+
+**Full Changelog**: [v0.0.3...v0.1.0](https://github.com/opengeos/HyperCoast/compare/v0.0.3...v0.1.0)
+
+## v0.0.3 - Apr 20, 2024
+
+**What's Changed**
+
+-   Fix typos by @giswqs in [#7](https://github.com/opengeos/HyperCoast/pull/7)
+-   Add conda-forge installation instructions by @giswqs in [#8](https://github.com/opengeos/HyperCoast/pull/8)
+-   Add support for visualizing EMIT data by @giswqs in [#9](https://github.com/opengeos/HyperCoast/pull/9)
+
+**Full Changelog**: [v0.0.2...v0.0.3](https://github.com/opengeos/HyperCoast/compare/v0.0.2...v0.0.3)
+
+## v0.0.2 - Apr 18, 2024
+
+**What's Changed**
+
+-   [pre-commit.ci] pre-commit autoupdate by @pre-commit-ci in [#4](https://github.com/opengeos/HyperCoast/pull/4)
+-   Update readme by @Bingqing9027 in [#5](https://github.com/opengeos/HyperCoast/pull/5)
+-   Add Map class by @giswqs in [#6](https://github.com/opengeos/HyperCoast/pull/6)
+
+**New Contributors**
+
+-   @pre-commit-ci made their first contribution in [#4](https://github.com/opengeos/HyperCoast/pull/4)
+-   @Bingqing9027 made their first contribution in [#5](https://github.com/opengeos/HyperCoast/pull/5)
+-   @giswqs made their first contribution in [#6](https://github.com/opengeos/HyperCoast/pull/6)
+
+**Full Changelog**: [v0.0.1...v0.0.2](https://github.com/opengeos/HyperCoast/compare/v0.0.1...v0.0.2)
+
+## v0.0.1 - Apr 8, 2024
+
+**What's Changed**
+**Full Changelog**: [v0.0.1](https://github.com/giswqs/HyperCoast/commits/v0.0.1)
diff --git a/docs/changelog_update.py b/docs/changelog_update.py
new file mode 100644
index 0000000..55145bb
--- /dev/null
+++ b/docs/changelog_update.py
@@ -0,0 +1,43 @@
+import re
+
+# Copy the release notes from the GitHub release page
+markdown_text = """
+## What's Changed
+* Update pace_chla_to_image_function by @giswqs in https://github.com/opengeos/HyperCoast/pull/69
+
+
+**Full Changelog**: https://github.com/opengeos/HyperCoast/compare/v0.6.2...v0.6.3
+"""
+
+# Regular expression pattern to match the Markdown hyperlinks
+pattern = r"https://github\.com/opengeos/HyperCoast/pull/(\d+)"
+
+
+# Function to replace matched URLs with the desired format
+def replace_url(match):
+    pr_number = match.group(1)
+    return f"[#{pr_number}](https://github.com/opengeos/HyperCoast/pull/{pr_number})"
+
+
+# Use re.sub to replace URLs with the desired format
+formatted_text = re.sub(pattern, replace_url, markdown_text)
+
+for line in formatted_text.splitlines():
+    if "Full Changelog" in line:
+        prefix = line.split(": ")[0]
+        link = line.split(": ")[1]
+        version = line.split("/")[-1]
+        formatted_text = (
+            formatted_text.replace(line, f"{prefix}: [{version}]({link})")
+            .replace("## What's Changed", "**What's Changed**")
+            .replace("## New Contributors", "**New Contributors**")
+        )
+
+
+with open("docs/changelog_update.md", "w") as f:
+    f.write(formatted_text)
+
+# Print the formatted text
+print(formatted_text)
+
+# Copy the formatted text and paste it to the CHANGELOG.md file