small wording tweak in gallery.yml

Author: leewujung

notebooks/gallery.yml

@@ -5,44 +5,44 @@
   summary: A minimum example to get started on Echopype functions.
   image: images/gallery/01_getting_started.png
 
-- name: OOI Eclipse Example
+- name: Watching Eclipse from a Moored Echosounder
   website: https://echopype-examples.readthedocs.io/en/latest/OOI_eclipse.html
   repository: https://github.com/OSOceanAcoustics/echopype-examples/blob/main/notebooks/OOI_eclipse.ipynb
   notebook: OOI_eclipse.ipynb
-  summary: Not Binder Friendly. Pairing acoustic data from an upward-looking echosounder and shortwave irradiance measured by a pyrometer on a surface mooring to observe the movement response of zooplankton to a solar eclipse.
+  summary: Pairing acoustic data from an upward-looking echosounder and shortwave irradiance measured by a pyrometer on a surface mooring to observe the movement response of zooplankton to a solar eclipse. (Not binder friendly.)
   image: images/gallery/02_OOI.png
 
 - name: Ship Tracks Visualisation
   website: https://echopype-examples.readthedocs.io/en/latest/ship_tracks.html
   repository: https://github.com/OSOceanAcoustics/echopype-examples/blob/main/notebooks/ship_tracks.ipynb
   notebook: ship_tracks.ipynb
-  summary: Not Binder Friendly. Subselect sections of echo data based on ship GPS data embedded in the echosounder raw files to demonstrate the power of label-aware data processing based on standardized netCDF data model.
+  summary: Subselect sections of echo data based on ship GPS data embedded in the echosounder raw files to demonstrate the power of label-aware data processing based on standardized netCDF data model. (Not binder friendly.)
   image: images/gallery/03_subselection.png
 
 - name: Krill Frequency Differencing
   website: https://echopype-examples.readthedocs.io/en/latest/krill_freq_diff.html
   repository: https://github.com/OSOceanAcoustics/echopype-examples/blob/main/notebooks/krill_freq_diff.ipynb
   notebook: krill_freq_diff.ipynb
-  summary: Not Binder Friendly. Perform frequency-differencing analysis to identify fluid-like zooplankton scatterers (likely krill) in ship echosounder data, and compute nautical acoustic scattering coefficient (NASC) based on the classification.
+  summary: Perform frequency-differencing analysis to identify fluid-like zooplankton scatterers (likely krill) in ship echosounder data, and compute nautical acoustic scattering coefficient (NASC) based on the classification. (Not binder friendly.)
   image: images/gallery/04_krill.png
 
-- name: Hake Mask
+- name: Masking Echogram and Computing NASC
   website: https://echopype-examples.readthedocs.io/en/latest/hake_mask.html
   repository: https://github.com/OSOceanAcoustics/echopype-examples/blob/main/notebooks/hake_mask.ipynb
   notebook: hake_mask.ipynb
-  summary: Binder Friendly. Incorporate an externally generated mask that identify the occurrence of Pacific hake in ship echosounder data, and compute NASC based on the masked outputs.
+  summary: Incorporate an externally generated mask that identify the occurrence of Pacific hake in ship echosounder data, and compute NASC based on the masked outputs.
   image: images/gallery/05_NASC.png
 
 - name: Glider AZFP Processing
   website: https://echopype-examples.readthedocs.io/en/latest/glider_AZFP.html
   repository: https://github.com/OSOceanAcoustics/echopype-examples/blob/main/notebooks/glider_AZFP.ipynb
   notebook: glider_AZFP.ipynb
-  summary: Binder Friendly. Process acoustic data from a Slocum glider by incorporating external position, motion, and environmental data and identify zooplankton shoals.
+  summary: Process acoustic data from a Slocum glider by incorporating external position, motion, and environmental data and identify zooplankton shoals.
   image: images/gallery/06_glider.png
 
 - name: Seafloor Detection
   website: https://echopype-examples.readthedocs.io/en/latest/seafloor_detection.html
   repository: https://github.com/OSOceanAcoustics/echopype-examples/blob/main/notebooks/seafloor_detection.ipynb
   notebook: seafloor_detection.ipynb
-  summary: Seafloor detection with echopype (two alrorithms) and use of echoregions; compute a bottom line and mask below-bottom data.
+  summary: Seafloor detection with echopype (two algorithms) and use of echoregions; compute a bottom line and mask below-bottom data.
   image: images/gallery/07_seafloor.png