プロフィール詳細

プロジェクトを作成

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Demiso Daba D.に依頼

Ethiopia

GIS & Climate Data Analyst | CMIP6, Remote Sensing & Machine Learning Specialist

プロフィール概要

I am a GIS, remote sensing, and climate data analyst with a strong background in hydrology, watershed modeling, and environmental data analysis. My work focuses on applying geospatial and machine learning techniques to understand environmental and climate-related processes. I have experience working with spatial and climate datasets using Google Earth Engine and Python, including processing and analyzing CMIP6 climate model outputs and NetCDF data. My work includes land use and land cover classification, flood risk mapping, climate change impact assessment, and hydrological modeling for watershed studies. In my academic and project-based experience, I have worked on multiple geospatial analysis tasks such as watershed delineation, runoff estimation, and climate trend analysis. I have also applied remote sensing techniques for vegetation monitoring (e.g., NDVI) and environmental change detection. My educational background is focused on geospatial science, environmental analysis, and hydrology-related studies, where I developed strong technical skills in spatial data analysis, climate modeling, and data-driven environmental problem solving. I am continuously improving my skills in machine learning applications for climate and hydrological data to support better environmental decision-making and research-based solutions.

専門分野

• ☆ Soil Science
• ☆ Irrigation
• ☆ Remote Sensing
• ☆ Data Analysis
• ☆ Data Processing
• ☆ Machine Learning
• ☆ Deep Learning
• ☆ Statistics
• ☆ Trend Analysis
• ☆ Earth & Atmospheric Science
• ☆ Hydrology

サービス

• Writing
• Research
• Data & AI

Writing Technical Writing, Copywriting, General Proofreading & Editing, Translation

Research Scientific and Technical Research, Systematic Literature Review

Data & AI Predictive Modeling, Statistical Analysis, Image Processing, Image Analysis, Algorithm Design-Non ML, Algorithm Design-ML, Data Visualization, Big Data Analytics, Data Cleaning, Data Processing

職務経験

Researcher and Lecturer

Arba Minch University

- 現在

Climate Data Contributor / Volunteer Member

CMIP | Model Benchmarking Task Team

3月 2025 - 現在

Scientific researchers

Arba Minch University

1月 2018 - 現在

学歴

B.Sc. (Hydraulic and Water Resources Engineering)

Arba Minch University

- 現在

M.Sc. (Sustainable Water Resources Engineering)

Arba Minch University

- 現在

Software Engineering

ALX-Africa

1月 2023 - 1月 2024

認定資格

• Graduation Certificate | Front-End Specialization | ALX-GRAD

  ALX-Africa

  https://savanna.alxafrica.com/certificates/NnXm872Eyj

  4月 2024 - 現在

出版物

JOURNAL ARTICLE

Demiso Daba Dugassa, Aschalew Cherie Workneh, Babur Tesfaye Yersaw, Getachew Enssa Sedeta, Mulusew Bezabih Chane, Sintayehu Yadete Tola, Sufiyan Abdulmenan Ousman, Zelalem Anley Birhan (2026). Deep learning for epistemic uncertainty in SMAP-derived soil moisture estimates over the Kulfo watershed, Ethiopia . Science of Remote Sensing.

Babur Tesfaye Yersaw, Tarun Kumar Lohani, Demiso Daba Dugussa, Mulusew Bezabeh Chane, Meron Mohhamed Amin (2026). Comparative Assessment of Advanced Machine Learning Algorithms for Predicting Canopy Cover, Biomass and Soil Water Content Under Stagewise Deficit Irrigation in Tomato Cultivation . Irrigation and Drainage.

Demiso Daba Dugassa, Aschalew Cherie Workneh, Babur Tesfaye Yersaw, Getachew Enssa Sedeta, Mulusew Bezabih Chane, Sintayehu Yadete Tola, Sufiyan Abdulmenan Ousman, Zelalem Anley Birhan (2025). Deep Learning for Epistemic Uncertainty in SMAP-Derived Soil Moisture Estimates over the Kulfo Watershed, Ethiopia . Science of Remote Sensing.

Edmealem Temesgen Ebstu, Samuel Dagalo Hatiye, Demelash Wendimagegnehu Goshime, Johannes Dirk Dingemanse, Demiso Daba Dugassa, Tafesse Fitensa, Getachew Enssa, Chanako Dane Chare, Destaw Akil Areru, Yared Godine Demeke (2025). Development and Testing of a Low‐Cost Soil Moisture Sensor for Real‐Time Irrigation Scheduling . Irrigation and Drainage.

PREPRINT

Forrest M. Hoffman, Birgit Hassler, Ranjini Swaminathan, Jared Lewis, Bouwe Andela, Nathaniel Collier, Dóra Hegedűs, Jiwoo Lee, Charlotte Pascoe, Mika Pflüger, et al. (2025). Rapid Evaluation Framework for the CMIP7 Assessment Fast Track .