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Hi šŸ‘‹, I'm Yonas

Passionate about working on topics related to data science, machine learning, AI, GIS, remote sensing, climate, and hydrology.

yonsci

  • šŸ”­ Iā€™m currently working on Data Science, Machine Learning, AI, GIS, Remote Sensing, Climate, and Hydrology

  • šŸŒ± Iā€™m currently learning Deep Learning Applications

  • šŸ‘Øā€šŸ’» All of my projects are available at https://yonsci.github.io/yon_academic/

  • šŸ“ I regularly write articles on https://medium.com/@yonas.mersha14

  • šŸ’¬ Ask me about Data Science, Machine Learning, AI, GIS, Remote Sensing, Climate, and Hydrology

  • šŸ“« How to reach me [email protected]

Connect with me:

yonas mersha @yonas.mersha14

Languages and Tools:

dart docker flutter git heroku html5 javascript jekyll linux matlab opencv pandas perl php python pytorch tensorflow

yonsci

yonsci

Yonas M.'s Projects

a-beginner-guide-to-carry-out-extreme-value-analysis-with-codes-in-python icon a-beginner-guide-to-carry-out-extreme-value-analysis-with-codes-in-python

A beginner's guide to carry out extreme value analysis, which consists of basic steps, multiple distribution fitting, confidential intervals, IDF/DDF, and a simple application of IDF information for roof drainage design. The guide mainly focuses on extreme rainfall analysis. However, the basic steps are also suitable for other climatic or hydrologic variables such as temperature, wind speed or runoff.

climate-analysis icon climate-analysis

Code used for the analysis and visualisation of climate data during my PhD

climate4r.climdex icon climate4r.climdex

A climate4R package for calculation of the ETCCDI core climate indices (part of the climate4R bundle)

climate_indices icon climate_indices

Climate indices for drought monitoring, community reference implementations in Python

ctsm icon ctsm

Community Terrestrial Systems Model (includes the Community Land Model of CESM)

ctsm_containers icon ctsm_containers

A work-in-progress repository for developing builds of the CTSM and CLM-FATES models

ctsm_py icon ctsm_py

A place to put sample workflows and tools that use ctsm model output

deafrica-sandbox-notebooks icon deafrica-sandbox-notebooks

Repository for Digital Earth Africa Sandbox, including: Jupyter notebooks, scripts, tools and workflows for geospatial analysis with Open Data Cube and xarray

dismo icon dismo

:exclamation:Ā ThisĀ isĀ aĀ read-onlyĀ mirrorĀ ofĀ theĀ CRANĀ RĀ packageĀ repository. dismoĀ ā€”Ā SpeciesĀ DistributionĀ Modeling.Ā Homepage:Ā http://rspatial.org/sdm/

dplr icon dplr

This is the dev site for the dplR package in R

esd icon esd

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

esmf icon esmf

The Earth System Modeling Framework (ESMF) is a suite of software tools for developing high-performance, multi-component Earth science modeling applications.

ethiopian-meteorological-institute-climate-data-analysis-tool icon ethiopian-meteorological-institute-climate-data-analysis-tool

EMI-CDAT is designed to streamline the data workflow within the Meteorological Data and Climatology Directorate of the Ethiopian Meteorological Institute to facilitate the production of climate bulletins (monthly, seasonal, and annual). It automates the generation of charts, graphs, maps, and tabular outputs needed to prepare climate bulletins.

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