Changing reference xref and pdf version

Author: bsipocz

myst.yml

@@ -19,7 +19,6 @@ project:
        keys:
          # These link resolve in the browser but generates did not resolve and 403 for the build
          - https://irsa.ipac.caltech.edu/cgi-bin/Gator/nph-scan?projshort=SPITZER
-         - https://academic.oup.com/mnras/article/505/2/2954/6284767
 extends:
   - toc.yml
 site:

tutorials/parquet-catalog-demos/irsa-hats-with-lsdb.md

@@ -326,7 +326,7 @@ The rationale for selecting these columns is as follows:
 ztf_schema_df[ztf_schema_df.name.isin(ztf_columns)]
 ```
 
-For a quality cut, we apply the following filter on the number of good epochs (from [Coughlin et al. 2021](https://academic.oup.com/mnras/article/505/2/2954/6284767) section 2):
+For a quality cut, we apply the following filter on the number of good epochs (from {cite}`doi.org/10.1093/mnras/stab1502`) section 2):
 
 ```{code-cell} ipython3
 quality_filters = [

tutorials/spherex/spherex_intro.md

@@ -36,7 +36,7 @@ SPHEREx is a NASA Astrophysics Medium Explorer mission that launched in March 20
 
 The community will also mine SPHEREx data and combine it with synergistic data sets to address a variety of additional topics in astrophysics.
 
-More information is available in the [SPHEREx Explanatory Supplement](https://irsa.ipac.caltech.edu/data/SPHEREx/docs/SPHEREx_Expsupp_QR_v1.0.pdf).
+More information is available in the [SPHEREx Explanatory Supplement](https://irsa.ipac.caltech.edu/data/SPHEREx/docs/SPHEREx_Expsupp_QR.pdf).
 
 +++