[HTML][HTML] Multi-temporal forest monitoring in the Swiss Alps with knowledge-guided deep learning

TA Nguyen, M Rußwurm, G Lenczner, D Tuia - Remote Sensing of …, 2024 - Elsevier
Monitoring forests, in particular their response to climate and land use change, requires
studying long time scales. While efficient deep learning methods have been developed to …

Exploring agricultural landscape change from the second half of the twentieth century onwards: combining aerial imagery with farmer perspectives

F Mohr, R Pazur, N Debonne, R Dossche… - Landscape …, 2024 - Springer
Context Anthropogenic landscape change is an important driver sha** our environment.
Historical landscape analysis contributes to the monitoring and understanding of these …

Map** countrywide historical tree cover using semantic segmentation

Y Gui, W Li, XG ** plays a vital role in forest management
and ecosystem assessment. However, the lack of spectral information and the low quality of …

Historical changes in tree and impervious surface cover following urban renewal in a small postindustrial city

H Kropp - Environmental Management, 2024 - Springer
Abstract Changes in tree cover and impervious surfaces have been observed across many
cities in the United States over the past 70 years. Many municipalities are implementing tree …

[HTML][HTML] Spatial Pattern and Environmental Driving Factors of Treeline Elevations in Yulong Snow Mountain, China

C Lin, L Yang, R Zhou, T Zhang, Y Han, Y Wang - Forests, 2024 - mdpi.com
The southwestern region of China is a global biodiversity hotspot. Understanding the
environmental mechanisms behind treeline formation in high-altitude areas is crucial for …

Role of LiDAR remote sensing in identifying physiognomic traits of alpine treeline: a global review

JR Mathew, CP Singh, H Solanki, D Sedha… - Tropical Ecology, 2024 - Springer
Alpine treeline ecotones act as early warning systems for detecting the impact of climate
change on terrestrial ecosystems. The physiognomic traits of the treeline ecotones, such as …

More labels or better labels? A semantic segmentation study case using historical aerial images for tree delineation

VB Ferreira, D Sheeren, S Lefèvre… - IGARSS 2024-2024 …, 2024 - ieeexplore.ieee.org
Forest monitoring using remotely sensed data is a central task in forestry and ecosystem
studies. The long-term assessment of woody vegetation assists, for instance, in change …

[PDF][PDF] SEMANTIC SEGMENTATION OF HISTORICAL AERIAL IMAGES USING DEEP LEARNING

VB FERREIRA - 2022 - eplus.uni-salzburg.at
Forest monitoring using remotely sensed data is a central task in forestry and ecosystem
studies. The long-term assessment of woody vegetation assists, for instance, in change …