Remote sensing approaches for monitoring mangrove species, structure, and biomass: Opportunities and challenges

TD Pham, N Yokoya, DT Bui, K Yoshino, DA Friess - Remote Sensing, 2019 - mdpi.com
The mangrove ecosystem plays a vital role in the global carbon cycle, by reducing
greenhouse gas emissions and mitigating the impacts of climate change. However …

Remote sensing techniques: Map** and monitoring of mangrove ecosystem—A review

K Maurya, S Mahajan, N Chaube - Complex & Intelligent Systems, 2021 - Springer
Mangrove forests are considered to be the most productive ecosystem yet vanishing rapidly
over the world. They are mostly found in the intertidal zone and sheltered by the seacoast …

Evaluating the performance of Sentinel-2, Landsat 8 and Pléiades-1 in map** mangrove extent and species

D Wang, B Wan, P Qiu, Y Su, Q Guo, R Wang, F Sun… - Remote Sensing, 2018 - mdpi.com
Map** mangrove extent and species is important for understanding their response to
environmental changes and for observing their integrity for providing goods and services …

High-resolution mangrove forests classification with machine learning using worldview and UAV hyperspectral data

Y Jiang, L Zhang, M Yan, J Qi, T Fu, S Fan, B Chen - Remote Sensing, 2021 - mdpi.com
Mangrove forests, as important ecological and economic resources, have suffered a loss in
the area due to natural and human activities. Monitoring the distribution of and obtaining …

Tree species classification in a highly diverse subtropical forest integrating UAV-based photogrammetric point cloud and hyperspectral data

C Sothe, M Dalponte, CM Almeida, MB Schimalski… - Remote Sensing, 2019 - mdpi.com
The use of remote sensing data for tree species classification in tropical forests is still a
challenging task, due to their high floristic and spectral diversity. In this sense, novel sensors …

Object-based approach for multi-scale mangrove composition map** using multi-resolution image datasets

M Kamal, S Phinn, K Johansen - Remote Sensing, 2015 - mdpi.com
Providing accurate maps of mangroves, where the spatial scales of the mapped features
correspond to the ecological structures and processes, as opposed to pixel sizes and …

[HTML][HTML] Individual tree crown delineation in a highly diverse tropical forest using very high resolution satellite images

FH Wagner, MP Ferreira, A Sanchez, MCM Hirye… - ISPRS journal of …, 2018 - Elsevier
Map** tropical tree species at landscape scales to provide information for ecologists and
forest managers is a new challenge for the remote sensing community. For this purpose …

10-m-resolution mangrove maps of China derived from multi-source and multi-temporal satellite observations

C Zhao, CZ Qin - ISPRS Journal of Photogrammetry and Remote …, 2020 - Elsevier
China has lost 50% of its mangroves since the 1950s, while the remaining mangroves are
exhibiting an increase in fragmentation. While a detailed mangrove map of China derived …

An assessment of commonly employed satellite-based remote sensors for map** 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 map** using satellite-based remote sensing …

Species-level classification and map** 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 map** using multisource data and
machine learning approaches are plenty, the use of data with ideal placement of central …