Comparison of UAV and WorldView-2 imagery for mapping leaf area index of mangrove forest

J Tian, L Wang, X Li, H Gong, C Shi, R Zhong… - International journal of …, 2017 - Elsevier
Abstract Unmanned Aerial Vehicle (UAV) remote sensing has opened the door to new
sources of data to effectively characterize vegetation metrics at very high spatial resolution …

Advances in multi-and hyperspectral remote sensing of mangrove species: A synthesis and study case on airborne and multisource spaceborne imagery

G Lassalle, MP Ferreira, LEC La Rosa… - ISPRS Journal of …, 2023 - Elsevier
This study summarizes the advances in mangrove species mapping based on multispectral
and hyperspectral imagery achieved over the last decade. The influence of species diversity …

An assessment of commonly employed satellite-based remote sensors for mapping mangrove species in Mexico using an NDVI-based classification scheme

L Valderrama-Landeros, F Flores-de-Santiago… - Environmental …, 2018 - Springer
Optimizing the classification accuracy of a mangrove forest is of utmost importance for
conservation practitioners. Mangrove forest mapping using satellite-based remote sensing …

Species-level classification and mapping of a mangrove forest using random forest—utilisation of AVIRIS-NG and sentinel data

MD Behera, S Barnwal, S Paramanik, P Das… - Remote Sensing, 2021 - mdpi.com
Although studies on species-level classification and mapping using multisource data and
machine learning approaches are plenty, the use of data with ideal placement of central …

Extrapolating canopy phenology information using Sentinel-2 data and the Google Earth Engine platform to identify the optimal dates for remotely sensed image …

L Valderrama-Landeros, F Flores-Verdugo… - Journal of …, 2021 - Elsevier
Continuum monitoring of mangrove ecosystems is required to maintain and improve upon
national mangrove conservation strategies. In particular, mangrove canopy assessments …

Understanding the natural expansion of white mangrove (Laguncularia racemosa) in an ephemeral inlet based on geomorphological analysis and remote sensing …

F Flores-de-Santiago, R Rodríguez-Sobreyra… - Journal of …, 2023 - Elsevier
The interactions between local tides and river discharges are crucial in the processes
related to the recruitment of mangrove propagules in estuarine systems. This investigation …

Coupling UAV Hyperspectral and LiDAR Data for Mangrove Classification Using XGBoost in China's Pinglu Canal Estuary

J Ou, Y Tian, Q Zhang, X Xie, Y Zhang, J Tao, J Lin - Forests, 2023 - mdpi.com
The fine classification of mangroves plays a crucial role in enhancing our understanding of
their structural and functional aspects which has significant implications for biodiversity …

Hyperspectral estimation of the chlorophyll content in short-term and long-term restorations of mangrove in Quanzhou Bay Estuary, China

Z Dou, L Cui, J Li, Y Zhu, C Gao, X Pan, Y Lei, M Zhang… - Sustainability, 2018 - mdpi.com
The chlorophyll content can indicate the general health of vegetation, and can be estimated
from hyperspectral data. The aim of this study is to estimate the chlorophyll content of …

Hyperspectral remote sensing of forests: technological advancements, opportunities and challenges

V Upadhyay, A Kumar - Earth Science Informatics, 2018 - Springer
In real world what we are able to see is just because of light or energy reflected or emitted
from the viewing object is falling upon retina of human eye. The variations in intensity of light …

Phenology-based classification of Sentinel-2 data to detect coastal mangroves

S Mahmud, M Redowan, R Ahmed, AA Khan… - Geocarto …, 2022 - Taylor & Francis
Precise categorization of mangrove forests with medium spatial resolution satellite data is
challenging and occasionally yields mixed outcomes. The available methods to estimate …