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Pooya Shirazi's Projects

arablelandsuitability icon arablelandsuitability

This repository contains machine learning models for estimating cropland types (irrigated, non-irrigated, no crop) to assess climate change impact on agricultural land suitability across various carbon emission scenarios.

bpb-worker-panel icon bpb-worker-panel

A GUI Panel providing Worker subscriptions and Fragment settings and configs, providing configs for cross-platform clients using (singbox-core and xray-core)

code_rbsn icon code_rbsn

Code for Extract Data from RBSN Stations Data.

d2d icon d2d

Data to Decisions Dashboard

et_fluxnet icon et_fluxnet

Code and data to train the MLMs included in the article submitted to Journal of Hydroinformatics

et_model icon et_model

Paper for IEEE Escience on Machine Learning and Evapotranspiration

flood_susceptibility_r icon flood_susceptibility_r

Demo for using Machine Learning techniques in R to create flood susceptibility maps. Classification And Regression Tree (CART), Support Vector Machine (SVM), and Gradient Boosting Machine (GBM) are experimented with. This demo uses the Red River Valley in Manitoba as a case study, where there was a major flood that occurred back in 2011.

ganttd3 icon ganttd3

Gantt chart for HTML/JavaScript. Utilizes D3.js, Require.js, Backbone, and Underscore.

map_urbanet icon map_urbanet

Code for the "Mapping hourly urban evapotranspiration using Sentinel-2, open geodata and machine learning" manuscript

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