Forest Mapping | List of Frontiers open access articles

Original Research

Published on 20 Oct 2023

Mangrove forest mapping from object-oriented multi-feature ensemble classification using Sentinel-2 images

in Marine Conservation and Sustainability

Han Zhang
Qing Xia
Shuo Dai
Qiong Zheng
Yunfei Zhang
Xingsheng Deng

Frontiers in Marine Science

doi 10.3389/fmars.2023.1243116

8,881 views
4 citations

Original Research

Accepted on 09 Feb 2026

Enhanced forest monitoring through mapping with integrated seasonal canopy and spectral reflectance features

in Forest Management

BYUNGWOO CHANG
Wontaek Lim
Dongwook W Ko
Wanmo Kang
Kwangil Cheon

Frontiers in Forests and Global Change

100 views

Original Research

Published on 18 Jun 2025

Detecting forest and linear woody feature change between 1954 and 2019 in Southeastern Canadian agroecosystems for regional biodiversity assessment

in Agroecology and Ecosystem Services

Darren Pouliot
Niloofar Alavi
Mao Mao
Jon Pasher
Jason Duffe

Frontiers in Sustainable Food Systems

doi 10.3389/fsufs.2025.1581252

1,388 views

Methods

Published on 20 Feb 2018

Recruiting Conventional Tree Architecture Models into State-of-the-Art LiDAR Mapping for Investigating Tree Growth Habits in Structure

in Technical Advances in Plant Science

Yi Lin
Miao Jiang
Petri Pellikka
Janne Heiskanen

Frontiers in Plant Science

doi 10.3389/fpls.2018.00220

6,995 views
11 citations

Original Research

Published on 06 Jan 2025

VHRTrees: a new benchmark dataset for tree detection in satellite imagery and performance evaluation with YOLO-based models

in Planted Forests

Şule Nur Topgül
Elif Sertel
Samet Aksoy
Cem Ünsalan
Johan E. S. Fransson

Frontiers in Forests and Global Change

doi 10.3389/ffgc.2024.1495544

12,698 views
7 citations

Original Research

Published on 21 Jan 2021

Large-Scale High-Resolution Coastal Mangrove Forests Mapping Across West Africa With Machine Learning Ensemble and Satellite Big Data

in Environmental Informatics and Remote Sensing

Xue Liu
Temilola E. Fatoyinbo
Nathan M. Thomas
Weihe Wendy Guan
Yanni Zhan
Pinki Mondal
David Lagomasino
Marc Simard
Carl C. Trettin
Rinki Deo

Frontiers in Earth Science

doi 10.3389/feart.2020.560933

14,546 views
64 citations

Original Research

Published on 29 Oct 2025

Comparative evaluation of fast-learning classification algorithms for urban forest tree species identification using EO-1 hyperion hyperspectral imagery

in Environmental Informatics and Remote Sensing

Veera Narayana Balabathina
Surender Mishra
Megha Sharma
Suhas Sharma
Piyush Kumar
Akash Narayan

Frontiers in Environmental Science

doi 10.3389/fenvs.2025.1668746

1,475 views
1 citation

Articles

Mangrove forest mapping from object-oriented multi-feature ensemble classification using Sentinel-2 images

Enhanced forest monitoring through mapping with integrated seasonal canopy and spectral reflectance features

Detecting forest and linear woody feature change between 1954 and 2019 in Southeastern Canadian agroecosystems for regional biodiversity assessment

Recruiting Conventional Tree Architecture Models into State-of-the-Art LiDAR Mapping for Investigating Tree Growth Habits in Structure

VHRTrees: a new benchmark dataset for tree detection in satellite imagery and performance evaluation with YOLO-based models

Large-Scale High-Resolution Coastal Mangrove Forests Mapping Across West Africa With Machine Learning Ensemble and Satellite Big Data

Comparative evaluation of fast-learning classification algorithms for urban forest tree species identification using EO-1 hyperion hyperspectral imagery