Karl Lapo's Projects
Bayesian Generalized Linear Modeling for estimating stability using DTS
Scripts for managing radiation products over CA
Processing and analyzing FO DTS data
Hacks to share
Jupyter notebooks for generating the examples and the movie from the Earth System Science Data paper describing the LOVE19 experiment.
Tools for manipulating model input/output/parameters etc
Repo for the modeled surface temperature project -- last chapter of my dissertation.
Mountain Observation Quality Control
Simple 2D continuous wavelet transform implementation in Python
A Python module for continuous wavelet spectral analysis. It includes a collection of routines for wavelet transform and statistical analysis via FFT algorithm. In addition, the module also includes cross-wavelet transforms, wavelet coherence tests and sample scripts.
Python Dynamic Mode Decomposition
Processing functions for Fiber Optic Distributed Sensing (FODS) data.
Reading and mapping of infrared thermography flights
Python implementation of optimal DMD
A Python package to load raw Distributed Temperature Sensing (DTS) files, perform a calibration, and plot the result.
Load, manage, and plot geotechnical data, including GEF and DTS measurements
SHortwave INterpolation using transmissivity
Helper functions for sklearn models and dimensionality reduction
Scripts and functions for calculating solar geometry variables for a given time and location.
Statistics functions for the xarray package
Structure for Unifying Multiple Modeling Alternatives:
Collection of scripts for working with SUMMA model settings/output files (https://github.com/UCAR/summa). NOTE: addDenFunc branch requires using summa version: https://github.com/NicWayand/summa/tree/addDenFunc
Cookbooks and recipes for TEAMx
MATLAB tools for manipulating time
Offline land-surface turbulence schemes
Repo for the turbulence feedbacks (TF) project.
My recipes for doing continuous wavelet and biwavelet analysis.