Jarosław Socha

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Professor

University of Agriculture in Krakow

Poland

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About

Professor Jarosław Socha is a faculty member at the University of Agriculture in Krakow, Poland. His research focuses on remote sensing applications in forestry, including tree species classification, forest stand modeling, and the effects of environmental factors on tree health. Recent articles highlight his work on machine learning models for detecting tree-cutting and assessing forest susceptibility to drought. Through innovative methodologies, he contributes significantly to the understanding of forest dynamics and management.

Recent Grants

Grant: Close

Innovative forest MAnagEment STrategies for a Resilient biOeconomy under climate change and disturbances (I-MAESTRO)

Open Date: 2020-06-01

Close Date: 2022-05-01

Articles (16)

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2025

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2024

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2022

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2022

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2021

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2021

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2021

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2021

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2021

Collaborators (15)

Barb R. Thomas

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Jarosław Socha

Research Interests

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About

Recent Grants

Articles (16)

Classification of Tree Species in Poland Using CNNs Tabular-to-Pseudo Image Approach Based on Sentinel-2 Annual Seasonality Data

How to adequately determine the top height of forest stands based on airborne laser scanning point clouds?

Modeling the effect of stand and site characteristics on the probability of mistletoe infestation in Scots pine stands using remote sensing data

Higher site productivity and stand age enhance forest susceptibility to drought-induced mortality

Modeling the Effect of Stand Characteristics on Oak Volume Increment in Poland Using Generalized Additive Models

Comparing Object-Based and Pixel-Based Machine Learning Models for Tree-Cutting Detection with PlanetScope Satellite Images: Exploring Model Generalization

Improving species distribution models for dominant trees in climate data-poor forests using high-resolution remote sensing

Effect of seedling production method on the growth of Pinus sylvestris L. on reclaimed post-industrial sites in Poland

Modelling bark thickness for Scots pine (Pinus sylvestris L.) and common oak (Quercus robur L.) with recurrent neural networks

Drivers of site productivity for oak in Poland

Significant increase in natural disturbance impacts on European forests since 1950

Biomonitoring of Mercury Contamination in Poland Based on Its Concentration in Scots Pine (<i>Pinus sylvestris</i> L.) Foliage

How geographic and climatic factors affect the adaptation of Douglas-fir provenances to the temperate continental climate zone in Europe

Weather-sensitive height growth modelling of Norway spruce using repeated airborne laser scanning data

Height growth rate of Scots pine in Central Europe increased by 29% between 1900 and 2000 due to changes in site productivity

Environmental Drivers and Age Trends in Site Productivity for Oak in Southern Poland

Collaborators (15)

Barb R. Thomas

Tomasz Wojda

Marcin Pietrzykowski

Roman Bercak

Piotr Wężyk

Christopher Reyer

Jacek Ślopek

Sergey Zudin

Mats Nieberg

Barry Gardiner

Ewa M. Grabska

Mart‐Jan Schelhaas

Bartłomiej Woś

Pawel Netzel

Paweł Hawryło

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