Substantial rehabilitation of mangrove forests along the Indus Delta coastline of Pakistan: A 33-year review

Substantial rehabilitation of mangrove forests along the Indus Delta coastline of Pakistan: A 33-year review

Mangrove forests are essential to coastal ecosystems and support biodiversity, carbon sequestration, and storm protection. This study utilizes 33 years of Landsat-5 and Landsat-8 time-series data (1990–2023) along with recent advancements in machine learning, like Object-Based Image Analysis (OBIA)...

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Bibliographic Details
Main Authors: Sarfraz Ahmed, Liangjun Hu, Lina Cheng, Mingming Jia, Chuanpeng Zhao, Rong Zhang, Zongming Wang, Phyoe Marnn, Haider Ali
Format: Article
Language:English
Published: Elsevier 2025-09-01
Series:Ecological Indicators
Subjects:
Mangroves forest
OBIA
Landscape metrics
Indus Delta
Online Access:http://www.sciencedirect.com/science/article/pii/S1470160X25007678
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