Wind-driven asymmetry in temperature gradients at the edges of a forest patch

Forest edges are expanding in fragmented and managed landscapes, and their microclimates influence understory conditions, regeneration, and habitat suitability. Edge-to-interior temperature gradients are often characterized only by distance from the edge, even though airflow can differ between windward and leeward edges. We developed a two-dimensional forest microclimate model that couples radiative transfer, canopy flow, and heat transfer on a finite-volume scheme. The model was driven by leaf area density and canopy height derived from unmanned aerial vehicle light detection and ranging (UAV-LiDAR). The flow solver was benchmarked against OpenFOAM, and near-surface air temperature was evaluated against multi-day observations in coniferous and broadleaf forest patches. The model reproduced benchmark canopy-flow patterns and near-surface air temperature in the coniferous patch (RMSE = 1.04 °C, R² = 0.87). It was further evaluated in a nearby broadleaf patch (RMSE = 1.73 °C, R² = 0.78). Simulations showed contrasting edge-to-interior cooling forms on the windward and leeward sides. Windward edges cooled more gradually because wind penetration maintained advective heat transport, whereas leeward edges cooled more sharply as weak flow shifted heat transfer toward diffusion. These asymmetric gradients were strongest in the understory and middle layer, with clear daytime variation. Our results indicate that edge influence depth cannot be assumed to depend only on distance from the forest edge. Forest microclimate monitoring and management in fragmented or retained patches should account for prevailing wind direction and edge orientation when locating transects, defining buffer zones, and evaluating thermal habitat conditions.

Authors

Institutions

Publication Details

Journal
Forest Ecology and Management
Published
2026-10-16
DOI
https://doi.org/10.1016/j.foreco.2026.124350
Primary Topic
Plant Water Relations and Carbon Dynamics
Type
article
Field-Weighted Citation Impact
0.00

Funders

Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Wind-driven asymmetry in temperature gradients at the edges of a forest patch

Cameron Proctor, Bin Wang, Chuanbao Jing, Zhiming Zhang et al.
Forest Ecology and Management
Plant Water Relations and Carbon Dynamics
article

Wind-driven asymmetry in temperature gradients at the edges of a forest patch

Cameron Proctor, Bin Wang, Chuanbao Jing, Zhiming Zhang, Qifei Chen, Wenjun Liu
article en

Abstract

Forest edges are expanding in fragmented and managed landscapes, and their microclimates influence understory conditions, regeneration, and habitat suitability. Edge-to-interior temperature gradients are often characterized only by distance from the edge, even though airflow can differ between windward and leeward edges. We developed a two-dimensional forest microclimate model that couples radiative transfer, canopy flow, and heat transfer on a finite-volume scheme. The model was driven by leaf area density and canopy height derived from unmanned aerial vehicle light detection and ranging (UAV-LiDAR). The flow solver was benchmarked against OpenFOAM, and near-surface air temperature was evaluated against multi-day observations in coniferous and broadleaf forest patches. The model reproduced benchmark canopy-flow patterns and near-surface air temperature in the coniferous patch (RMSE = 1.04 °C, R² = 0.87). It was further evaluated in a nearby broadleaf patch (RMSE = 1.73 °C, R² = 0.78). Simulations showed contrasting edge-to-interior cooling forms on the windward and leeward sides. Windward edges cooled more gradually because wind penetration maintained advective heat transport, whereas leeward edges cooled more sharply as weak flow shifted heat transfer toward diffusion. These asymmetric gradients were strongest in the understory and middle layer, with clear daytime variation. Our results indicate that edge influence depth cannot be assumed to depend only on distance from the forest edge. Forest microclimate monitoring and management in fragmented or retained patches should account for prevailing wind direction and edge orientation when locating transects, defining buffer zones, and evaluating thermal habitat conditions.

Forest Ecology and ManagementVol. 623
Yunnan University (CN), University of Windsor (CA)
National Natural Science Foundation of China, Ministry of Science and Technology of the People's Republic of China
Life on land
Openalex Percentile: Top 16%
Plant Water Relations and Carbon Dynamics
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.