Surfit project readme (#100)

Co-authored-by: fonongo <[email protected]>

book/projects/project_readmes/README_surfit.md

@@ -0,0 +1,49 @@
+# Surfit 🏄‍♂️
+
+## Team Members
+
+The following people contributed to our project throughout the week:
+* Project lead: Ben Purinton
+* Project lead: David Clemens-Sewall
+* Project lead: Jessica Badgeley
+* Helper: Nathan Kurtz
+* Helper: YoungHyun Koo
+* Team member: 'Ana Fonongava'inga Stringer
+* Team member: Chancelor Roberts
+* Team member: Emma Robertson
+* Team member: Karina Zikan
+
+
+## Project Goals
+Our main goal for this project was to see if we could assess surface roughness along track-length scales comparing ATL03 and ATL06 ICESat-2 data, across two regions of interest. 
+
+Our motivating question(s) were: 
+* Are surface roughness signals hiding in ATL03 at shorter along-track length scales compared with ATL06?
+
+Some personal goals that were shared coming into this project were:
+* To familiarize ourselves with accessing ICESat-2 data via cloud (e.g., sliderule, earthaccess, etc.).
+* Learn more about the tools we've been introduced to in the tutorials. 
+* Learn how to access and subset ICESat-2 data. 
+* Become more comfortable learning and sharing work in a collaborative environment - team science! 
+
+### Regions of Interest 
+We compared tracks from Black Rock Desert, Nevada and Utqiagvik, Alaska, our two regions of interest for this project. 
+
+## Project Outcomes
+
+* Ben created visualizations to assess ICESat-2 its limitations over short along-track length scale, supporting understanding of data noise and limitations. 
+* Karina provided a SlideRule tutorial that was adapted for the use of this project. 
+* Chance, Emma, and Jessica worked on accessing ATL06 photon data using SlideRule and created a [Jupyter Notebook] (link to notebook). 
+* YoungHyun obtained a geodataframe of the ATL03 data for the region of interest & analyzed how surface roughness varies with different yapc values. 
+* Nathan wrote code that takes photon clouds and attempts to retrieve the associated surface height distribution. This code assumes the surface height distribution follows a Gaussian or log-normal distribution, convolves this with the ICESat-2 transmit pulse, and attempts to find the distribution parameters (mean height and width or roughness). This version of the code runs over a granule near Utqiagvik.
+* David created [include his updates here].
+* Jessica provided support in project vision and bringing pieces together, identified a test track for the Black Rock ROI, and provided Git support for several group members.
+* Team members worked on increasing their familiarity with accessing ICESat-2 data from the cloud. 
+
+
+## Future Efforts
+* Our team is considering expanding the regions of interest to include more diverse terrains to further validate our findings.
+* This work can potentially support future work in proposals for David's NCAR work in the near future.  
+
+
+