A review of wetland remote sensing
M Guo, J Li, C Sheng, J Xu, L Wu - Sensors, 2017 - mdpi.com
Wetlands are some of the most important ecosystems on Earth. They play a key role in
alleviating floods and filtering polluted water and also provide habitats for many plants and …
alleviating floods and filtering polluted water and also provide habitats for many plants and …
Remote sensing of mangrove ecosystems: A review
Mangrove ecosystems dominate the coastal wetlands of tropical and subtropical regions
throughout the world. They provide various ecological and economical ecosystem services …
throughout the world. They provide various ecological and economical ecosystem services …
Mangrove ecosystem map** using Sentinel-1 and Sentinel-2 satellite images and random forest algorithm in Google Earth Engine
Mangroves are among the most productive ecosystems in existence, with many ecological
benefits. Therefore, generating accurate thematic maps from mangrove ecosystems is …
benefits. Therefore, generating accurate thematic maps from mangrove ecosystems is …
Object-based mangrove species classification using unmanned aerial vehicle hyperspectral images and digital surface models
Mangroves are one of the most important coastal wetland ecosystems, and the compositions
and distributions of mangrove species are essential for conservation and restoration efforts …
and distributions of mangrove species are essential for conservation and restoration efforts …
Individual mangrove tree measurement using UAV-based LiDAR data: Possibilities and challenges
Individual mangrove tree parameters are necessary for the efficient management and
protection of this unique ecosystem, but to measure them using remote sensing (RS) is still a …
protection of this unique ecosystem, but to measure them using remote sensing (RS) is still a …
Satellite remote sensing of mangrove forests: Recent advances and future opportunities
BW Heumann - Progress in Physical Geography, 2011 - journals.sagepub.com
Mangroves are salt tolerant woody plants that form highly productive intertidal ecosystems in
tropical and subtropical regions. Despite the established importance of mangroves to the …
tropical and subtropical regions. Despite the established importance of mangroves to the …
An object-based classification of mangroves using a hybrid decision tree—Support vector machine approach
BW Heumann - Remote Sensing, 2011 - mdpi.com
Mangroves provide valuable ecosystem goods and services such as carbon sequestration,
habitat for terrestrial and marine fauna, and coastal hazard mitigation. The use of satellite …
habitat for terrestrial and marine fauna, and coastal hazard mitigation. The use of satellite …
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 …
the area due to natural and human activities. Monitoring the distribution of and obtaining …
Remote sensing of wetlands: applications and advances
RW Tiner, MW Lang, VV Klemas - 2015 - books.google.com
This book provides a thorough introduction to the use of remotely sensed data for wetland
classification and map**, as well as information on the latest technological advancements …
classification and map**, as well as information on the latest technological advancements …
Comparison of machine learning methods for estimating mangrove above-ground biomass using multiple source remote sensing data in the red river delta biosphere …
This study proposes a hybrid intelligence approach based on an extreme gradient boosting
regression and genetic algorithm, namely, the XGBR-GA model, incorporating Sentinel-2 …
regression and genetic algorithm, namely, the XGBR-GA model, incorporating Sentinel-2 …