SounderPy v3.1.0 update -- improve obs data funct & correct s3 links

Author: kylejgillett

.gitignore

@@ -17,3 +17,5 @@ scrap_306.ipynb
 CHANGELOG.md
 /test_data/wrfout_d01_2024-08-29_01_00_00
 make_docs_figures.ipynb
+.venv/
+sounderpy_sounding.png

CITATION-KG-Laptop.cff

@@ -4,7 +4,7 @@
 </div>
 
 # SounderPy: An atmospheric sounding visualization and analysis tool for Python
-LATEST VERSION: v3.0.9 |  RELEASED: Aug, 2025  |  COPYRIGHT Kyle J Gillett, 2023-2025
+LATEST VERSION: v3.1.0 |  RELEASED: Oct, 2025  |  COPYRIGHT Kyle J Gillett, 2023-2025
 
 SounderPy is an open-source Python package for retrieving, processing, and visualizing atmospheric sounding data.
 
@@ -43,10 +43,18 @@ novices. A number of scientific Python libraries build the base of SounderPy’s
 durable functionality, such as NumPy, Matplotlib, xarray, Metpy, and SHARPpy. SounderPy is 
 available through GitHub and PyPi and is distributed under an MIT license. 
 
-Read more about SounderPy in this article published in the Journal of Open Source Software: [SounderPy: An atmospheric sounding visualization and analysis tool for Python](https://doi.org/10.21105/joss.08087)
+SounderPy has been used by several institutions. For example, this tool has been implemented by the Des Moines, Columbia, and Grand Rapids National Weather Service Offices, the State University of New York at Albany, Mississippi State University, the University of North Dakota, and others. Many students at various universities have used SounderPy in projects, posters, and papers, such as students at The University of Oklahoma, Ohio State University, Central Michigan University, Iowa State University, & Rizal Technological University.
 
 
-SounderPy has been used by several institutions. For example, this tool has been implemented by the Des Moines, Columbia, and Grand Rapids National Weather Service Offices, the State University of New York at Albany, Mississippi State University, the University of North Dakota, and others. Many students at various universities have used SounderPy in projects, posters, and papers, such as students at The University of Oklahoma, Ohio State University, Central Michigan University, Iowa State University, & Rizal Technological University.
+
+## CITING SOUNDERPY
+
+To cite this package, please cite [SounderPy's JOSS article](https://doi.org/10.21105/joss.08087) in AMS format (below) or in BibTeX (see citation file).
+
+- Gillett, K. J., 2025: SounderPy: An atmospheric sounding visualization and analysis tool for Python. J. Open Source Software, 10 (112), 8087, https://doi.org/10.21105/joss.08087
+
+[![DOI](https://joss.theoj.org/papers/10.21105/joss.08087/status.svg)](https://doi.org/10.21105/joss.08087)
+------
 
 
 
@@ -153,16 +161,6 @@ SounderPy has been used by several institutions. For example, this tool has been
 ------
 
 
-## CITING SOUNDERPY
-[![DOI](https://joss.theoj.org/papers/10.21105/joss.08087/status.svg)](https://doi.org/10.21105/joss.08087)
-
-
-in AMS format:
-
-- Gillett, K. J., 2025: SounderPy: An atmospheric sounding visualization and analysis tool for Python. J. Open Source Software, 10 (112), 8087, https://doi.org/10.21105/joss.08087
-------
-
-
 
 ## REFERENCES
 - Harris, C.R., Millman, K.J., van der Walt, S.J. et al. Array programming with NumPy. Nature 585, 357–362 (2020). DOI: 10.1038/s41586-020-2649-2.

README.md

@@ -1,4 +1,4 @@
 # Sphinx build info version 1
 # This file records the configuration used when building these files. When it is not found, a full rebuild will be done.
-config: 5e7626be636423565556f17dcde9fe41
+config: 411296b15b2c0f2abb05f90a17e5299a
 tags: 645f666f9bcd5a90fca523b33c5a78b7

docs/.buildinfo

@@ -1,4 +1,4 @@
-# Sphinx build info version 1
-# This file hashes the configuration used when building these files. When it is not found, a full rebuild will be done.
-config: 06e8444d98a58aa52e2c4c20fcaa09f5
-tags: 645f666f9bcd5a90fca523b33c5a78b7
+# Sphinx build info version 1
+# This file records the configuration used when building these files. When it is not found, a full rebuild will be done.
+config: 5e7626be636423565556f17dcde9fe41
+tags: 645f666f9bcd5a90fca523b33c5a78b7