cff-version: 1.2.0
abstract: "<p>The dataset covers two long-term mangrove restoration areas in Bali Province, Indonesia, identified as Budeng-Perancak (BP) and Tahura Ngurah Rai (TA). Field observation data of canopy height (CH) and aboveground biomass (AGB) were gathered in 2024 through plot-level data collection and UAV-LiDAR flight campaigns. </p><p><br></p><p><strong>Data 1.</strong> Plot-level field observations of canopy height and aboveground biomass vector dataset</p><p><strong>Data 2. </strong>Dataset of plot-level UAV-LiDAR point clouds in Budeng-Perancak mangrove restoration area </p><p><strong>Data 3. </strong>15-m spatial resolution reference raster dataset of canopy height and aboveground biomass</p><p><br></p><p>The R code provides the regression machine learning model development for estimating canopy height and aboveground biomass using multisource remote sensing approach.</p>"
authors:
  - family-names: Pradisty
    given-names: Novia Arinda
    orcid: "https://orcid.org/0000-0002-7944-4653"
  - family-names: Schlund
    given-names: Michael
    orcid: "https://orcid.org/0000-0001-6657-6713"
  - family-names: Horstman
    given-names: Erik
    orcid: "https://orcid.org/0000-0003-4261-1443"
  - family-names: Willemen
    given-names: Louise
title: "Data and code underlying the publication: Estimating canopy height and aboveground biomass in tropical mangrove restoration areas through multisource remote sensing"
keywords:
version: 1
identifiers:
  - type: doi
    value: 10.4121/29543386-0d37-44d7-8f8c-7548cfba8de0.v1
license: CC BY-NC-SA 4.0
date-released: 2025-11-10