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AFM Kamal Chowdhury's Projects

calculate-precipitation-based-agricultural-drought-indices-with-python icon calculate-precipitation-based-agricultural-drought-indices-with-python

Precipitation-based indices are generally considered as the simplest indices because they are calculated solely based on long-term rainfall records that are often available. The mostly used precipitation-based indices consist of Decile Index (DI) Hutchinson Drought Severity Index (HDSI) Percen of Normal Index (PNI) Z-Score Index (ZSI) China-Z Index (CZI) Modified China-Z Index (MCZI) Rainfall Anomaly Index (RAI) Effective Drought Index (EDI) Standardized Precipitation Index (SPI).

cerf icon cerf

The Capacity Expansion Regional Feasibility (CERF) model

climate-data-assessment icon climate-data-assessment

Python script to extract gridded timeseries data from multiple netCDF files and write into a new netCDF file.

climate_indices icon climate_indices

Climate indices for drought monitoring, community reference implementations in Python

co2-data icon co2-data

Data on CO2 and greenhouse gas emissions by Our World in Data

dhmc icon dhmc

Python code of the Decadal and Hierarchical Markov Chain (DHMC) model for stochastic simulation of daily rainfall

hydro-sam icon hydro-sam

a set of R scripts that can be used to scrape and/or process hydropower generation data

hydropowerclimatechange icon hydropowerclimatechange

This repository hosts the code and data for an analysis using the WWF Water Risk Filter to demonstrate how one such tool can be used to screen for a variety of risks at a global scale, including risks to riverine ecosystems from both climate change and hydropower as well as risks to hydropower projects — and operators, owners, and investors — from

pypownet icon pypownet

PowNet Refactored is a least-cost optimization model (Chowdhury et al. 2020) for simulating the Unit Commitment and Economic Dispatch of large-scale power systems.

pysedsim icon pysedsim

An Open Source Reservoir and Sediment Simulation Screening Framework for Identifying and Evaluating Dam Siting, Design, and Operation Alternatives

rat-reservoir_assessment_tool icon rat-reservoir_assessment_tool

This repository is dedicated to use for the Reservoir Assessment Tool (RAT)- Global monitoring and assessment of reservoirs

solar-pv-global-inventory icon solar-pv-global-inventory

Repository for machine learning and remote sensing pipeline described in Kruitwagen, L., Story, K., Friedrich, J, et. al. (2019) , used to produce a global inventory of utility-scale solar photvoltaic generating stations.

spotpy icon spotpy

A Statistical Parameter Optimization Tool

switch icon switch

A Modern Platform for Planning High-Renewable Power Systems

tell icon tell

A model to predict Total ELectricity Loads (TELL)

vicres icon vicres

Representation and operation of reservoirs in the Variable Infiltration Capacity (VIC) model

vicresopt icon vicresopt

VIC-ResOpt: Optimizing water reservoir Operations in the Variable Infiltration Capacity model

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