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machineai's Projects

climate-data-processing-for-weap-applications icon climate-data-processing-for-weap-applications

Processing climate (temperature and precipitaiton) data from raw station data to be applied to a WEAP watershed-scale model. Includes data correction, filling in missing data, interpolation, and monthly average.

climateanalysistoolkit icon climateanalysistoolkit

The Climate Analysis Toolkit is a free software tool for accessing and analyzing downscaled climate projection models.

climdown icon climdown

PCIC's Daily Climate Downscaling Library

downscale icon downscale

New implementation of a circulation based regression downscaling code

emit icon emit

Environmental Model Integration Project (EMIT)

esd icon esd

An R-package designed for climate and weather data analysis, empirical-statistical downscaling, and visualisation.

gard icon gard

Generalized Analog Regression Downscaling (GARD) code

glacier_tools icon glacier_tools

Tools for glacier calculations based on remote sensing data

glacierextraction icon glacierextraction

Scripts for Glacier Mapping as outlined in the paper: 'Improving Semi-Automated Glacial Mapping with a Multi-Method Approach: Areal Changes in the Tien Shan

h5py icon h5py

HDF5 for Python -- The h5py package is a Pythonic interface to the HDF5 binary data format.

hbv icon hbv

HBV lumped rainfall-runoff model in C++. Simulation and calibration available.

hydro-conductor icon hydro-conductor

A set of Python scripts and modules written to couple a hydrologic model with a regional glacier model

hydrogof icon hydrogof

Goodness-of-fit functions for comparison of simulated and observed hydrological time series

iceflow icon iceflow

2D semi-implicit shallow ice approximation glacier model

icetrendr icon icetrendr

Landsat based detection of trends in snow and glacier

interpolation icon interpolation

A python package containing classes for (linear and bilinear) interpolation

kalman-and-bayesian-filters-in-python icon kalman-and-bayesian-filters-in-python

Kalman Filter textbook using Ipython Notebook. This book takes a minimally mathematical approach, focusing on building intuition and experience, not formal proofs. Includes Kalman filters, Extended Kalman filters, unscented filters, and more. Includes exercises with solutions.

karta icon karta

A tidy Python package for geospatial computation

karta-map icon karta-map

Simple plotting functions for Karta objects

landlab2dglacier icon landlab2dglacier

This is the initial model I have running for a 2D glacier forming in a valley. At the moment the glacier will not stop growing. I suspect the problem might be in the indexing of Q or H, as I'm not sure if I padded it quite right.

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