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ZENODO
Dataset . 2026
License: CC BY
Data sources: Datacite
ZENODO
Dataset . 2026
License: CC BY
Data sources: Datacite
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Data and code for "Functional composition and structural diversity enhance mangrove forest resilience in the Sundarbans"

Authors: Rahman, Md Mizanur; Zimmer, Matin; Rahman, Md Saidur; Donato, Daniel; Liang, Jingjing; Khan, Md Nabiul Islam; Weng, Qihao;

Data and code for "Functional composition and structural diversity enhance mangrove forest resilience in the Sundarbans"

Abstract

SRF_ETH_CanopyHeight_StableLand_2020_250m.tif– Canopy height at 250m spatial resolution derived from ETH’s GEDI LiDAR based global canopy height. SRF_kNDVI_2000_2024.tif– 25 years kNDVI time series data derived from 16 days NDVI of MODIS Data_Mangrove_resilience_Sundarbans.xlsx – Plot‑level biodiversity, environmental variables, sediment properties, and remote‑sensing–derived resilience indicators and disturbance metrics used for SEM and statistical analyses. SEM_analysis.R – R script for structural equation modelling, including data preparation, model specification, diagnostics, and extraction of standardized path coefficients. Sundarbans boundary– KMZ file of the entire Sundarbans boundary, digitized in Google Earth Pro. Python_code_resilience_biodiversity_Sundarbans.ipynb – Jupyter Notebook containing the full Python workflow for generating Figures 1–5: MODIS kNDVI processing, deseasoning/detrending, perturbation detection, resilience indicator calculation, and spatial mapping.

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    popularity
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    influence
    This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
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    This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
0
Average
Average
Average
Related to Research communities
Italian National Biodiversity Future Center