4 files changed, 5 insertions, 5 deletions
diff --git a/reproduce/software/bibtex/corner.tex b/reproduce/software/bibtex/corner.tex
index b55c157..c4359d1 100644
--- a/reproduce/software/bibtex/corner.tex
+++ b/reproduce/software/bibtex/corner.tex
@@ -8,7 +8,7 @@
 @ARTICLE{corner,
        author = {{Foreman-Mackey}, Daniel},
         title = "{corner.py: Scatterplot matrices in Python}",
-      journal = {The Journal of Open Source Software},
+      journal = {JOSS},
          year = "2016",
         month = "Jun",
        volume = {1},
diff --git a/reproduce/software/bibtex/galsim.tex b/reproduce/software/bibtex/galsim.tex
index 0efa048..b9d0b08 100644
--- a/reproduce/software/bibtex/galsim.tex
+++ b/reproduce/software/bibtex/galsim.tex
@@ -12,7 +12,7 @@
          {Dietrich}, J.~P. and {Armstrong}, R. and {Melchior}, P. and
          {Gill}, M.~S.~S.},
         title = "{GALSIM: The modular galaxy image simulation toolkit}",
-      journal = {Astronomy and Computing},
+      journal = {Astron.Comput.},
      keywords = {Methods: data analysis, Techniques: image processing, Gravitational lensing, Cosmology: observations, Astrophysics - Instrumentation and Methods for Astrophysics, Astrophysics - Cosmology and Nongalactic Astrophysics, 85-04},
          year = "2015",
         month = "Apr",
diff --git a/reproduce/software/bibtex/missfits.tex b/reproduce/software/bibtex/missfits.tex
index 85a1645..bdb2879 100644
--- a/reproduce/software/bibtex/missfits.tex
+++ b/reproduce/software/bibtex/missfits.tex
@@ -8,11 +8,11 @@
 @ARTICLE{missfits,
        author = {{Marmo}, C. and {Bertin}, E.},
         title = "{MissFITS and WeightWatcher: Two Optimised Tools for Managing FITS Data.}",
-      journal = {Astronomical Data Analysis Software and Systems XVII},
+      journal = {ASPC},
          year = 2008,
        volume = {394},
        series = {Astronomical Society of the Pacific Conference Series},
         pages = {619},
        adsurl = {https://ui.adsabs.harvard.edu/abs/2008ASPC..394..619M},
       adsnote = {Provided by the SAO/NASA Astrophysics Data System}
-}
-\ No newline at end of file
+}
diff --git a/reproduce/software/bibtex/mpi4py.tex b/reproduce/software/bibtex/mpi4py.tex
index dde77f0..a72d529 100644
--- a/reproduce/software/bibtex/mpi4py.tex
+++ b/reproduce/software/bibtex/mpi4py.tex
@@ -9,7 +9,7 @@
    author = {{Dalcin}, L.~D. and {Paz}, R.~R. and {Kler}, P.~A. and {Cosimo}, A.
 	},
     title = "{Parallel distributed computing using Python}",
-  journal = {Advances in Water Resources},
+  journal = {AdvWatRes},
      year = 2011,
     month = sep,
    volume = 34,