Aboveground biomass estimation using multi-sensor data synergy and machine learning algorithms in a dense tropical forest

SM Ghosh, MD Behera - Applied Geography, 2018 - Elsevier
Forest aboveground biomass (AGB) is an important factor for tracking global carbon cycle to
tackle the impact of climate change. Among all available remote sensing data and methods …

Canopy height estimation using sentinel series images through machine learning models in a mangrove forest

SM Ghosh, MD Behera, S Paramanik - Remote Sensing, 2020 - mdpi.com
Canopy height serves as a good indicator of forest carbon content. Remote sensing-based
direct estimations of canopy height are usually based on Light Detection and Ranging …

Woody aboveground biomass mapping of the Brazilian savanna with a multi-sensor and machine learning approach

PC Bispo, P Rodríguez-Veiga, B Zimbres… - Remote Sensing, 2020 - mdpi.com
The tropical savanna in Brazil known as the Cerrado covers circa 23% of the Brazilian
territory, but only 3% of this area is protected. High rates of deforestation and degradation in …

Predicting the forest canopy height from LiDAR and multi-sensor data using machine learning over India

SM Ghosh, MD Behera, S Kumar, P Das, AJ Prakash… - Remote Sensing, 2022 - mdpi.com
Forest canopy height estimates, at a regional scale, help understand the forest carbon
storage, ecosystem processes, the development of forest management and the restoration …

Use of TanDEM-X PolInSAR for canopy height retrieval over tropical forests in the Western Ghats, India

S Raveendrakumar, U Khati, M Musthafa… - Frontiers in Forests …, 2022 - frontiersin.org
Canopy height is a critical parameter in quantifying the vertical structure of forests.
Polarimetric SAR Interferometry (PolInSAR) is a radar remote sensing technique that makes …

ICESat-2/ATLAS 数据地面高程及植被冠层高度反演精度验证.

张丛凯, 于颖 - Forest Engineering, 2023 - search.ebscohost.com
为验证新一代冰, 云和陆地高程卫星ICESat-2/ATLAS 陆地与植被高程产品(Land and
Vegetation Height) ATL08 数据地面高程和植被冠层高度的反演精度, 以ICESat-2/ATLAS …

Accuracy verification of ground elevation and vegetation canopy height inversion from ICESat-2/ATLAS data.

C Zhang, Y Yu - 2023 - cabidigitallibrary.org
To verify the inversion accuracy of ground elevation and vegetation canopy height based on
Land and Vegetation from Height ATL08 data of ICESat-2/ATLAS, a new generation of Ice …