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Article

Multi-Decadal Dynamics of Forest Canopy Water Stress and GIS-Based Risk Assessment of Drought-Induced Loss in a Mediterranean-Type Forest

1
Agriculture and Forest Sciences, Murdoch University, Murdoch, WA 6150, Australia
2
Department of Environmental Management, Vietnam National University of Forestry, Hanoi 13417, Vietnam
3
Forest Protection Research Centre, Vietnamese Academy of Forest Sciences, Hanoi 11910, Vietnam
*
Author to whom correspondence should be addressed.
Remote Sens. 2026, 18(12), 1975; https://doi.org/10.3390/rs18121975 (registering DOI)
Submission received: 4 May 2026 / Revised: 4 June 2026 / Accepted: 11 June 2026 / Published: 13 June 2026

Abstract

Mediterranean-type forest ecosystems are becoming increasingly vulnerable to intensifying drought, threatening the resilience of even highly adapted ecosystems such as the Northern Jarrah Forest in south-western Australia. This study quantifies multi-decadal dynamics of canopy water stress using a 36-year multispectral satellite archive (1988–2024) and the newly developed Infrared Canopy Dryness Index (ICDI). We combined this spatiotemporal dataset with a MaxEnt-based risk assessment framework to identify the biophysical drivers of drought-induced canopy loss and to delineate high-risk zones under accelerating climate-forcing changes. Our results demonstrate a systematic spatial expansion of canopy dryness, paralleling a deteriorating regional climatic water balance. Hotspot analysis revealed a transition from localized, peripheral stress to widespread, chronic drought conditions across the landscape. The modelling achieved high diagnostic accuracy (AUC = 0.952), significantly outperforming conventional assessment methods. Regolith depth was identified as the primary determinant of drought-induced canopy collapse, followed by ICDI, NDVI, and slope. Crucially, high-biomass stands exhibited disproportionately higher risk of collapse, revealing a density-dependent vulnerability that suggests productive forests are approaching critical hydraulic thresholds. Conversely, lower-stature forests to the east of the study area demonstrated greater stability, likely due to reduced evapotranspirative demand. These findings provide robust spatial evidence for transitioning from reactive monitoring to proactive forest management. We conclude that targeted interventions, such as ecological thinning and prescribed burning in identified high-risk zones, are imperative to protect the forest and preserve the structural integrity of Mediterranean ecosystems in a drying climate.
Keywords: climate change; ICDI; Landsat; MaxEnt; remote sensing climate change; ICDI; Landsat; MaxEnt; remote sensing

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MDPI and ACS Style

Le, T.S.; Dell, B.; Harper, R. Multi-Decadal Dynamics of Forest Canopy Water Stress and GIS-Based Risk Assessment of Drought-Induced Loss in a Mediterranean-Type Forest. Remote Sens. 2026, 18, 1975. https://doi.org/10.3390/rs18121975

AMA Style

Le TS, Dell B, Harper R. Multi-Decadal Dynamics of Forest Canopy Water Stress and GIS-Based Risk Assessment of Drought-Induced Loss in a Mediterranean-Type Forest. Remote Sensing. 2026; 18(12):1975. https://doi.org/10.3390/rs18121975

Chicago/Turabian Style

Le, Thai Son, Bernard Dell, and Richard Harper. 2026. "Multi-Decadal Dynamics of Forest Canopy Water Stress and GIS-Based Risk Assessment of Drought-Induced Loss in a Mediterranean-Type Forest" Remote Sensing 18, no. 12: 1975. https://doi.org/10.3390/rs18121975

APA Style

Le, T. S., Dell, B., & Harper, R. (2026). Multi-Decadal Dynamics of Forest Canopy Water Stress and GIS-Based Risk Assessment of Drought-Induced Loss in a Mediterranean-Type Forest. Remote Sensing, 18(12), 1975. https://doi.org/10.3390/rs18121975

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