プロフィール詳細

プロジェクトを作成

★★★★★

☆☆☆☆☆

★★★★★

☆☆☆☆☆

Dr. Matúš P.に依頼

Slovakia

Freelance Remote Sensing Data Scientist | Vegetation, Land Use & Environmental Monitoring with 5+ years of experience

プロフィール概要

I am a Freelance Remote Sensing and Data Scientist (PhD in Forest Ecology) with expertise in Earth Observation (EO) and AI for environmental and energy applications. My research and professional work focus on transforming satellite and geospatial data into actionable insights for climate resilience, land management, and renewable energy planning. Over the past years, I have contributed to international and EU-funded projects such as RESDiNET (Horizon), HYSPED, and ESA GDA initiatives. My PhD research focused on bark beetle outbreak prediction in non-intervention forest zones using Sentinel-2 time series and machine learning, as well as hyperspectral analysis of vegetation stress indicators. As an EO data analyst at World from Space Company, I deliver solutions for biomass estimation, optimization of rural electrification networks, and solar potential analysis. These projects combine field data, multispectral imagery, and advanced modeling techniques to support decision-making at both local and global scales. Core Skills: - Remote Sensing & Earth Observation (Sentinel, Landsat, Planet, VHR imagery) - Hyperspectral and multispectral analysis - Spaceborne LiDAR (GEDI) for vegetation height monitoring - Machine Learning & Time-Series Analysis (Python, R, GEE) - Platforms: Google Earth Engine, Sentinel Hub, AWS, Microsoft Planetary Computer - Full-cycle EO project management and reporting I am passionate about bridging science and practice, helping organizations, NGOs, and businesses use EO and geospatial data for sustainable development and climate intelligence.

専門分野

• ★ Data Analysis
• ★ Geographic Information Systems (GIS)
• ★ Ecology
• ☆ Biotechnology & Bioengineering
• ☆ Biomass & Bioenergy
• ☆ Forestry
• ☆ Machine Learning
• ☆ Earth & Atmospheric Science
• ☆ Renewable Energy
• ☆ Solar Energy
• ☆ Python
• ☆ SQL
• ☆ Excel
• ☆ R

サービス

• Writing
• Research
• Consulting
• Data & AI

Writing Technical Writing

Research Feasibility Study, Scientific and Technical Research

Consulting Scientific and Technical Consulting

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

職務経験

Earth Observation Data Analyst

World from Space

9月 2024 - 現在

P.hD. Student

Institute of Forest Ecology

9月 2021 - 現在

Integrated-PhD

Institute of Forest Ecology (Slovak Academy of Siences)

9月 2021 - 8月 2025

学歴

Masters of Science

Technical University in Zvolen - Slovakia

9月 2022 - 6月 2024

Masters of Science

Technical University in Zvolen - Slovakia

9月 2018 - 6月 2020

認定資格

• 認定資格の詳細は未入力です。

出版物

JOURNAL ARTICLE

Matúš Pivovar, Roope Näsi, Eija Honkavaara, Miroslav Blaženec, Jaroslav Škvarenina, Roman Modlinger, Jaroslav Rožnovský, Rastislav Jakuš (2025). Spectral signatures discrimination of Norway spruce trees under experimentally induced drought and acute thermal stress using hyperspectral imaging . Forest Ecology and Management.