Spectral saturation in the remote sensing of high-density vegetation traits: A systematic review of progress, challenges, and prospects

O Mutanga, A Masenyama, M Sibanda - ISPRS Journal of Photogrammetry …, 2023 - Elsevier
The saturation of spectral reflectance within densely vegetated regions is a renowned
challenge that has precluded the optimal use of broad-band remotely sensed data and its …

Remote sensing of forest degradation: a review

Y Gao, M Skutsch, J Paneque-Gálvez… - Environmental …, 2020 - iopscience.iop.org
Forest degradation affects forest structure, composition and diversity, carbon stocks,
functionality and ecosystem processes. It is known to contribute significantly to global carbon …

Rapid and robust monitoring of flood events using Sentinel-1 and Landsat data on the Google Earth Engine

B DeVries, C Huang, J Armston, W Huang… - Remote sensing of …, 2020 - Elsevier
Synthetic aperture radar (SAR) sensors represent an indispensable data source for flood
disaster planners and responders, given their ability to image the Earth's surface nearly …

Fusing simulated GEDI, ICESat-2 and NISAR data for regional aboveground biomass map**

CA Silva, L Duncanson, S Hancock… - Remote Sensing of …, 2021 - Elsevier
Accurate map** of forest aboveground biomass (AGB) is critical for better understanding
the role of forests in the global carbon cycle. NASA's current GEDI and ICESat-2 missions as …

New global forest/non-forest maps from ALOS PALSAR data (2007–2010)

M Shimada, T Itoh, T Motooka, M Watanabe… - Remote Sensing of …, 2014 - Elsevier
Four global mosaics of Advanced Land Observing Satellite (ALOS) Phased Arrayed L-band
Synthetic Aperture Radar (SAR) HH and HV polarization data were generated at 25 m …

[HTML][HTML] An above-ground biomass map of African savannahs and woodlands at 25 m resolution derived from ALOS PALSAR

A Bouvet, S Mermoz, T Le Toan, L Villard… - Remote sensing of …, 2018 - Elsevier
Savannahs and woodlands are among the most important biomes in Africa: they cover half
of sub-Saharan Africa, provide vital ecosystem services to the rural communities, and play a …

A review of radar remote sensing for biomass estimation

S Sinha, C Jeganathan, LK Sharma… - International Journal of …, 2015 - Springer
Forest plays a vital role in regulating climate through carbon sequestration in its biomass.
Biomass reflects the health and environmental conditions of a forest ecosystem. In context to …

Estimating mangrove above-ground biomass using extreme gradient boosting decision trees algorithm with fused sentinel-2 and ALOS-2 PALSAR-2 data in can Gio …

TD Pham, NN Le, NT Ha, LV Nguyen, J **a, N Yokoya… - Remote Sensing, 2020 - mdpi.com
This study investigates the effectiveness of gradient boosting decision trees techniques in
estimating mangrove above-ground biomass (AGB) at the Can Gio biosphere reserve …