Vegetation Loss and Incomplete Recovery Associated with Repeated Glacier-Related Hazards at the Sedongpu Valley Outlet, China, 2015–2025

The Sedongpu Valley has experienced repeated ice–rock avalanches, glacier detachments, and related hazards, but the long-term vegetation trajectory in this hazard-affected outlet landscape remains poorly documented. To document vegetation changes in relation to the published hazard sequence, quality-controlled Landsat and Sentinel-2 observations from 2015 to 2025 were used to reconstruct annual NDVI, EVI, and SAVI for a 3.41 km2 outlet analysis grid. Published hazard and elevation-change studies and ERA5-Land data provided environmental context. The largest observed annual decline occurred during 2017–2018: median NDVI decreased from 0.845 to 0.688, while low-NDVI area increased from 0.05 to 0.82 km2. Among 977 fixed pixels that crossed from NDVI ≥ 0.30 in 2017 to <0.30 in 2018, 25.8% were again at or above the threshold in 2025, following a non-monotonic annual trajectory. Alternative thresholds of 0.25 and 0.35 gave endpoint proportions of 25.4% and 25.9%. Mean paired-pixel NDVI change over 2015–2025 remained −0.137. The July 2017 acquisition introduces seasonal uncertainty, and concurrent climate correlations do not isolate causal effects. The results document spatially uneven, incomplete spectral recovery within a landscape affected by repeated glacier-related hazards and subsequent geomorphic reworking.

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Journal
Land
Published
2026-10-26
DOI
https://doi.org/10.3390/land15112041
Primary Topic
Remote Sensing in Agriculture
Type
article
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article

Vegetation Loss and Incomplete Recovery Associated with Repeated Glacier-Related Hazards at the Sedongpu Valley Outlet, China, 2015–2025

Yifei Gao, Yushun Liu, Haotian Wang, Yongjie Wang et al.
Land
Remote Sensing in Agriculture
article

Vegetation Loss and Incomplete Recovery Associated with Repeated Glacier-Related Hazards at the Sedongpu Valley Outlet, China, 2015–2025

Yifei Gao, Yushun Liu, Haotian Wang, Yongjie Wang, Chuanxi Zhao, Hanzhi Zhang, Zhen He, Zhaoqi Tan, Yuke Shi, Tong Zhang
article en

Abstract

The Sedongpu Valley has experienced repeated ice–rock avalanches, glacier detachments, and related hazards, but the long-term vegetation trajectory in this hazard-affected outlet landscape remains poorly documented. To document vegetation changes in relation to the published hazard sequence, quality-controlled Landsat and Sentinel-2 observations from 2015 to 2025 were used to reconstruct annual NDVI, EVI, and SAVI for a 3.41 km2 outlet analysis grid. Published hazard and elevation-change studies and ERA5-Land data provided environmental context. The largest observed annual decline occurred during 2017–2018: median NDVI decreased from 0.845 to 0.688, while low-NDVI area increased from 0.05 to 0.82 km2. Among 977 fixed pixels that crossed from NDVI ≥ 0.30 in 2017 to <0.30 in 2018, 25.8% were again at or above the threshold in 2025, following a non-monotonic annual trajectory. Alternative thresholds of 0.25 and 0.35 gave endpoint proportions of 25.4% and 25.9%. Mean paired-pixel NDVI change over 2015–2025 remained −0.137. The July 2017 acquisition introduces seasonal uncertainty, and concurrent climate correlations do not isolate causal effects. The results document spatially uneven, incomplete spectral recovery within a landscape affected by repeated glacier-related hazards and subsequent geomorphic reworking.

LandVol. 15(11)
Nanjing Normal University (CN), Chinese Academy of Sciences (CN), University of Jinan (CN), Institute of Tibetan Plateau Research (CN), University of Hong Kong (HK)
Openalex Percentile: Top 16%
Remote Sensing in Agriculture
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Vegetation Loss and Incomplete Recovery Associated with Repeated Glacier-Related Hazards at the Sedongpu Valley Outlet, China, 2015–2025 — Yifei Gao, Yushun Liu, et al. · Land (2026) | TGRS Research Map | TGRS