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/awesome-AI-for-time-series-papers
A professional list of Papers, Tutorials, and Surveys on AI for Time Series in top AI conferences and journals.
pankajcivil/awesome-AI-tutorials-surveys
A professional list of Tutorials and Surveys on DL, ML, DM, CV, NLP, Speech in top AI conferences and journals.
pankajcivil/awesome-spectral-indices
A ready-to-use curated list of Spectral Indices for Remote Sensing applications.
pankajcivil/BTech_CE_NITS_22_23
pankajcivil/causal_mechanisms_RSE
pankajcivil/CVTGR-model
CEEMDAN-VMD-TCN-GRU&RF model
pankajcivil/Farahani_CarbonML2023
contains python codes to reproduce results obtained in Farahani and Goodwell 2023 (submitted)
pankajcivil/FIND-drought-generator
Matlab implementation of FIND drought generator
pankajcivil/FriendsDontLetFriends
Friends don't let friends make certain types of data visualization - What are they and why are they bad.
pankajcivil/ginkgo_glasgow
pankajcivil/global-drought-recovery
Quantification of global drought recovery probability based on Vine Copula
pankajcivil/hybrid-gr4j
pankajcivil/hydroDL
pankajcivil/hydrodroughtBook
Companion repository for textbook
pankajcivil/imbalance-gain-causality
pankajcivil/lwbm_cze
Lumped water balance model developed for the Central European regions regarding the climate change effects on hydrological conditions.
pankajcivil/megafloods
This is meant to reproduce the main results of 'Megafloods in Europe can be anticipated from observations in hydrologically similar catchments' by Bertola et al. (2023). DOI: 10.1038/s41561-023-01300-5
pankajcivil/Multivariate-Trend-Tests
pankajcivil/niazi-etal_2024_nature-sustainability
Meta repository containing data and code for the groundwater peak and decline paper
pankajcivil/Nonstationary-SWM
Dataset to support WRR manuscript 'A hybrid, non-stationary Stochastic Watershed Model (SWM) for uncertain hydrologic projections under climate change'
pankajcivil/NonStationaryTS
Code repository for Trends, Detrending and Non-Stationary Time Series
pankajcivil/NYU-Course-Notes-and-Resources
NYU Course Notes & Resources
pankajcivil/objective_thresholds
objective threshold level calculation based on a flow duration curve (FDC).
pankajcivil/ordinal-diversity
Repository of MATLAB code for the manuscript "Quantifying the diversity of multiple time series with an ordinal symbolic approach" by Luciano Zunino and Miguel C. Soriano, submitted to Phys. Rev. E, 2023.
pankajcivil/paper_quality_plot.matlab
paper_quality_plot.matlab
pankajcivil/SpatialScalePrecipExtremes
pankajcivil/SUnHyT
pankajcivil/TheMusicOfRivers
pankajcivil/TiPES_statistical_toolbox
Statistical Toolbox for the analysis of (past) abrupt climate change
pankajcivil/WmFGN