Rebound in China's coastal wetlands following conservation and restoration

X Wang, X Xiao, X Xu, Z Zou, B Chen, Y Qin… - Nature …, 2021 - nature.com
The coastal zone of China has experienced large increases in population, economy and
urbanization since the early 1980s. Many studies have reported the loss, degradation and …

Hyperspectral and multispectral classification for coastal wetland using depthwise feature interaction network

Y Gao, W Li, M Zhang, J Wang, W Sun… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
The monitoring of coastal wetlands is of great importance to the protection of marine and
terrestrial ecosystems. However, due to the complex environment, severe vegetation …

Graph-feature-enhanced selective assignment network for hyperspectral and multispectral data classification

W Li, J Wang, Y Gao, M Zhang, R Tao… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Due to rich spectral and spatial information, the combination of hyperspectral and
multispectral images (MSIs) has been widely used for Earth observation, such as wetland …

Comparison between random forest and support vector machine algorithms for LULC classification

C Avcı, M Budak, N Yağmur, F Balçık - International Journal of …, 2023 - dergipark.org.tr
Nowadays, machine learning (ML) algorithms have been widely chosen for classifying
satellite images for mapping Earth's surface. Support Vector Machine (SVM) and Random …

A hierarchical classification framework of satellite multispectral/hyperspectral images for mapping coastal wetlands

L Jiao, W Sun, G Yang, G Ren, Y Liu - Remote Sensing, 2019 - mdpi.com
Mapping different land cover types with satellite remote sensing data is significant for
restoring and protecting natural resources and ecological services in coastal wetlands. In …

A systematic review on remote sensing of wetland environments

O Mupepi, T Marambanyika, MM Matsa… - Transactions of the …, 2024 - Taylor & Francis
This review provides an overview of the progress made in remote sensing application for
soil moisture, vegetation and inundation mapping in wetland environments. The main …

Progress in the remote sensing of groundwater-dependent ecosystems in semi-arid environments

MB Rampheri, T Dube, F Dondofema, T Dalu - … of the Earth, Parts A/B/C, 2023 - Elsevier
Remote sensing of groundwater-dependent ecosystems (GDEs) has increased substantially
in recent years. Of significant prominence, is the delineation and mapping of groundwater …

Joint classification of hyperspectral and multispectral images for mapping coastal wetlands

C Liu, R Tao, W Li, M Zhang, W Sun… - IEEE Journal of Selected …, 2020 - ieeexplore.ieee.org
It is significant for restoration and protection of natural resources and ecological services in
coastal wetlands to map different land cover types with satellite remote sensing data …

Fusion classification of HSI and MSI using a spatial-spectral vision transformer for wetland biodiversity estimation

Y Gao, X Song, W Li, J Wang, J He, X Jiang, Y Feng - Remote Sensing, 2022 - mdpi.com
The rapid development of remote sensing technology provides wealthy data for earth
observation. Land-cover mapping indirectly achieves biodiversity estimation at a coarse …

Sustainable use zoning of land resources considering ecological and geological problems in Pearl River Delta Economic Zone, China

L Gao, C Ma, Q Wang, A Zhou - Scientific Reports, 2019 - nature.com
Abstract The Pearl River Delta Economic Zone is one of the fastest growing areas of China's
social and economic development. However, the contradiction between people and land …