[HTML][HTML] Advances in Earth observation and machine learning for quantifying blue carbon

TD Pham, NT Ha, N Saintilan, A Skidmore… - Earth-Science …, 2023 - Elsevier
Blue carbon ecosystems (mangroves, seagrasses and saltmarshes) are highly productive
coastal habitats, and are considered some of the most carbon-dense ecosystems on Earth …

[HTML][HTML] WetMapFormer: A unified deep CNN and vision transformer for complex wetland map**

A Jamali, SK Roy, P Ghamisi - … Journal of Applied Earth Observation and …, 2023 - Elsevier
Abstract The Ramsar Convention of 1971 encourages wetland preservation, but it is unclear
how climate change will affect wetland extent and related biodiversity. Due to the use of the …

Toward a better understanding of coastal salt marsh map**: A case from China using dual-temporal images

C Zhao, M Jia, Z Wang, D Mao, Y Wang - Remote Sensing of Environment, 2023 - Elsevier
Coastal salt marshes suffering from anthropogenic coastal development and sea level rise
have attracted much attention because of their capacity for carbon sequestration and global …

Map** high-resolution forest aboveground biomass of China using multisource remote sensing data

Q Yang, C Niu, X Liu, Y Feng, Q Ma… - GIScience & Remote …, 2023 - Taylor & Francis
Forest aboveground biomass (AGB) estimation is crucial for carbon cycle studies and
climate change mitigation actions. However, because of limitations in timely and reliable …

Dynamic estimation of rice aboveground biomass based on spectral and spatial information extracted from hyperspectral remote sensing images at different …

T Xu, F Wang, Z Shi, L ** based on GEE for the monitoring of changes in ecosystem types in the upper Yellow River basin over the Tibetan Plateau
S Feng, W Li, J Xu, T Liang, X Ma, W Wang, H Yu - Remote Sensing, 2022 - mdpi.com
The upper Yellow River basin over the Tibetan Plateau (TP) is an important ecological
barrier in northwestern China. Effective LULC products that enable the monitoring of …

Remote data for map** and monitoring coastal phenomena and parameters: A systematic review

RM Cavalli - Remote Sensing, 2024 - mdpi.com
Since 1971, remote sensing techniques have been used to map and monitor phenomena
and parameters of the coastal zone. However, updated reviews have only considered one …

[HTML][HTML] How can UAV contribute in satellite-based Phragmites australis aboveground biomass estimating?

L Lu, J Luo, Y **n, H Duan, Z Sun, Y Qiu… - International Journal of …, 2022 - Elsevier
Phragmites australis (common reed) is a widely distributed emergent aquatic vegetation
species in many wetland ecosystems, and its aboveground biomass (AGB) is an important …

Development of a new hyperspectral imaging technology with autoencoder-assisted generative adversarial network for predicting the content of polyunsaturated fatty …

J Cui, K Li, Y Lv, S Liu, Z Cai, R Luo, Z Zhang… - … and Electronics in …, 2024 - Elsevier
The establishment of a comprehensive predictive model for red meat polyunsaturated fatty
acids holds profound significance for the food industry. However, challenges, such as …

[HTML][HTML] Aboveground biomass retrieval of wetland vegetation at the species level using UAV hyperspectral imagery and machine learning

W Zhuo, N Wu, R Shi, P Liu, C Zhang, X Fu, Y Cui - Ecological Indicators, 2024 - Elsevier
The aboveground biomass (AGB) of wetland vegetation is a crucial indicator for assessing
the health of wetland ecosystems. In the context of global biodiversity threats, biodiversity …