TY - JOUR
T1 - Seaward expansion of salt marshes on the largest uninhabited island in Changjiang Estuary over the past two decades
AU - Lou, Yaying
AU - Dai, Zhijun
AU - Mei, Xuefei
AU - Shi, Huabing
AU - Dong, Hui
AU - Cheng, Jinping
N1 - Publisher Copyright:
© 2025 The Author(s)
PY - 2025/9
Y1 - 2025/9
N2 - Salt marshes are vital estuarine ecosystems that have experienced significant global declines due to sediment dynamics and rising sea levels. Monitoring the dynamics of these habitats is crucial for elucidating the mechanisms driving such changes. This study investigates the spatiotemporal dynamics of salt marshes on JiuDuan Shoal, the largest uninhabited island in the Changjiang Estuary, from 2002 to 2022. Utilizing advanced machine learning techniques, we analyzed a comprehensive dataset comprising Landsat imagery, hydro-sediment measurements, and localized sea level rise data. The results reveal that salt marshes on JiuDuan Shoal underwent substantial seaward expansion, averaging 3.66 km2/yr, with vertical accretion rates of 0.15 m/yr. Conversely, bare flats shifted from slight deposition (0.01 m/yr from 2002 to 2014) to erosion (0.07 m/yr from 2014 to 2022). Spatial analyses identified distinct expansion patterns, with the Upper Shoal extending northwestward and the Middle-Lower Shoal expanding southwestward. Notably, enhanced tidal currents facilitated continued sediment deposition despite a more than 70 % decline in fluvial sediment discharge. The hydrodynamic changes from the Deep Waterway Project contribute to the observed spatial variability in salt marsh dynamics. Additionally, the invasion of Spartina alterniflora has accelerated the seaward marsh expansion. By elucidating the interplay between hydrodynamic changes and salt marsh resilience, our findings provide crucial insights for conservation strategies to safeguard coastal habitats in the face of ongoing environmental challenges.
AB - Salt marshes are vital estuarine ecosystems that have experienced significant global declines due to sediment dynamics and rising sea levels. Monitoring the dynamics of these habitats is crucial for elucidating the mechanisms driving such changes. This study investigates the spatiotemporal dynamics of salt marshes on JiuDuan Shoal, the largest uninhabited island in the Changjiang Estuary, from 2002 to 2022. Utilizing advanced machine learning techniques, we analyzed a comprehensive dataset comprising Landsat imagery, hydro-sediment measurements, and localized sea level rise data. The results reveal that salt marshes on JiuDuan Shoal underwent substantial seaward expansion, averaging 3.66 km2/yr, with vertical accretion rates of 0.15 m/yr. Conversely, bare flats shifted from slight deposition (0.01 m/yr from 2002 to 2014) to erosion (0.07 m/yr from 2014 to 2022). Spatial analyses identified distinct expansion patterns, with the Upper Shoal extending northwestward and the Middle-Lower Shoal expanding southwestward. Notably, enhanced tidal currents facilitated continued sediment deposition despite a more than 70 % decline in fluvial sediment discharge. The hydrodynamic changes from the Deep Waterway Project contribute to the observed spatial variability in salt marsh dynamics. Additionally, the invasion of Spartina alterniflora has accelerated the seaward marsh expansion. By elucidating the interplay between hydrodynamic changes and salt marsh resilience, our findings provide crucial insights for conservation strategies to safeguard coastal habitats in the face of ongoing environmental challenges.
KW - Machine learning
KW - Salt marsh
KW - Sea level rise
KW - Sediment transport
KW - Wetland dynamics
UR - https://www.scopus.com/pages/publications/105013519155
U2 - 10.1016/j.ecolind.2025.114052
DO - 10.1016/j.ecolind.2025.114052
M3 - 文章
AN - SCOPUS:105013519155
SN - 1470-160X
VL - 178
JO - Ecological Indicators
JF - Ecological Indicators
M1 - 114052
ER -