pankajcivil
Postdoctoral Research Associate at Interdisciplinary Centre for Water Research
Indian Institute of ScienceBangalore, Karnataka, India
Pinned Repositories
2017_Thiery_etal_JGR
scripts used for the following publication: Thiery, et al., 2017 JGR
2019_egu_workshop_jupyter_notebooks
Short course on interactive analysis of Big Earth Data with Jupyter Notebooks
ams-ml-python-course
Machine Learning in Python for Environmental Science Problems AMS Short Course Material
ClimateModeling_courseware
A collection of interactive lecture notes and assignments in Jupyter notebook format.
Complexity-entropy-causality-plane-based-on-Permutation-Entropy
This is a matlab function for estimating parameters of Complexity Entropy Causality plane using Permutation Entropy
DataPreprocessing
Codes for converting daily data to monthly and annual data.
pankaj_iisc
PotentialEvapotranspiration
Codes for estimating Potential Evapotranspiration
Seasonality-Index-of-extreme-events
This function can be use to calculate seasonal distribution of extreme events.
Sequential-Mann-Kendall-Test
This function is used to find the potential trend turning point in one dimensional time series.
pankajcivil's Repositories
pankajcivil/ams-ml-python-course
Machine Learning in Python for Environmental Science Problems AMS Short Course Material
pankajcivil/Complexity-entropy-causality-plane-based-on-Permutation-Entropy
This is a matlab function for estimating parameters of Complexity Entropy Causality plane using Permutation Entropy
pankajcivil/Seasonality-Index-of-extreme-events
This function can be use to calculate seasonal distribution of extreme events.
pankajcivil/Sequential-Mann-Kendall-Test
This function is used to find the potential trend turning point in one dimensional time series.
pankajcivil/AI-Stanford
pankajcivil/atsar
Applied time series analysis in R with Stan. Allows fast Bayesian fitting of multivariate time-series models.
pankajcivil/awesome-math
A curated list of awesome mathematics resources
pankajcivil/awesome-matlab
A curated list of awesome Matlab frameworks, libraries and software.
pankajcivil/awesome_time_series_in_python
This curated list contains python packages for time series analysis
pankajcivil/climate-statistics
Climate Statistics with Python.
pankajcivil/dataviz
A book covering the fundamentals of data visualization.
pankajcivil/dcepucp
Create a NetCDF file of urban parameters for DCEP as implemented in COSMO-CLM 5
pankajcivil/dsci-100
Repository for UBC's Introduction to Data Science course (DSCI 100)
pankajcivil/gcam-core
GCAM -- The Global Change Assessment Model
pankajcivil/gramm
Gramm is a complete data visualization toolbox for Matlab. It provides an easy to use and high-level interface to produce publication-quality plots of complex data with varied statistical visualizations. Gramm is inspired by R's ggplot2 library.
pankajcivil/hctsa
Highly comparative time-series analysis code repository
pankajcivil/hurst
Hurst exponent evaluation and R/S-analysis in Python
pankajcivil/infectious_disease_predictability
Code and data for On the Predictability of Infectious Disease Outbreaks by SV Scarpino & G Petri
pankajcivil/knnstdisagg
Nonparametric space-time streamflow disaggregation using knn
pankajcivil/network-summer-school
Teaching Material for Summer School on Network Science for High School Students
pankajcivil/nolds
Nonlinear measures for dynamical systems (based on one-dimensional time series)
pankajcivil/Observatory
Codebase for water research
pankajcivil/paper_writing_checklist
Checklist, and advice, for writing and reviewing academic papers
pankajcivil/powerlaw
pankajcivil/python-geospatial
A collection of Python packages for geospatial analysis with binder-ready notebook examples
pankajcivil/Python-Hydrology-Tools
This repository holds a list of open source Python packages interesting to Hydrologists
pankajcivil/rhydro_EGU19
Using R in Hydrology - EGU2019 Short Course
pankajcivil/SALib
Sensitivity Analysis Library in Python (Numpy). Contains Sobol, Morris, Fractional Factorial and FAST methods.
pankajcivil/SMART
A computationally efficient semi-distributed hydrologic modeling application for soil moisture and runoff simulation
pankajcivil/Spatio-Temporal-
Matlab codes used in the paper "Predicting the patterns of spatio-temporal signal propagation in complex networks"