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Aboveground biomass map** by integrating ICESat-2, SENTINEL-1, SENTINEL-2, ALOS2/PALSAR2, and topographic information in Mediterranean forests
ABSTRACT The Ice, Cloud, and Land Elevation Satellite-2 (ICESat-2) provides an
extraordinary opportunity to support global large-scale forest carbon map**, but further …
extraordinary opportunity to support global large-scale forest carbon map**, but further …
[HTML][HTML] From simple linear regression to machine learning methods: Canopy cover modelling of a young forest using planet data
Accurate canopy cover estimation is essential for mature and early-stage young forests, as it
guides forest management and silvicultural activities necessary for their growth and …
guides forest management and silvicultural activities necessary for their growth and …
Correction of ICESat-2 terrain within urban areas using a water pump deployment criterion with the vertical contour of the terrain
B Li, H ** canopy cover using ICESat-2 in the Southern USA
NASA's Ice, Cloud, and land Elevation Satellite-2 (ICESat-2) provides exceptional
opportunities for characterizing the structure of ecosystems through the acquisition of along …
opportunities for characterizing the structure of ecosystems through the acquisition of along …
[HTML][HTML] A novel ICESat-2 signal photon extraction method based on convolutional neural network
W Qin, Y Song, Y Zou, H Zhu, H Guan - Remote Sensing, 2024 - mdpi.com
When it comes to the application of the photon data gathered by the Ice, Cloud, and Land
Elevation Satellite-2 (ICESat-2), accurately removing noise is crucial. In particular …
Elevation Satellite-2 (ICESat-2), accurately removing noise is crucial. In particular …
Optimizing ground photons for canopy height extraction from ICESat-2 data in mountainous dense forests
R Zhao, W Ni, Z Zhang, H Dai, C Yang, Z Li… - Remote Sensing of …, 2023 - Elsevier
The ICESat-2 data products work well in extracting terrain elevations and canopy heights in
boreal forests. However, identifying ground photons in mountainous dense forests remains a …
boreal forests. However, identifying ground photons in mountainous dense forests remains a …
[HTML][HTML] Derivation and Evaluation of LAI from the ICESat-2 Data over the NEON Sites: The Impact of Segment Size and Beam Type
The leaf area index (LAI) is a critical variable for forest ecosystem processes. Passive optical
and active LiDAR remote sensing have been used to retrieve LAI. LiDAR data have good …
and active LiDAR remote sensing have been used to retrieve LAI. LiDAR data have good …
[HTML][HTML] A comparison of machine learning and geostatistical approaches for map** forest canopy height over the southeastern US using ICESat-2
The availability of canopy height information in the Ice, Cloud, and Land Elevation Satellite-
2's (ICESat-2's) land and vegetation product, or ATL08, presents opportunities for …
2's (ICESat-2's) land and vegetation product, or ATL08, presents opportunities for …
A hierarchical, multi‐sensor framework for peatland sub‐class and vegetation map** throughout the Canadian boreal forest
Peatlands in the Canadian boreal forest are being negatively impacted by anthropogenic
climate change, the effects of which are expected to worsen. Peatland types and sub …
climate change, the effects of which are expected to worsen. Peatland types and sub …
[HTML][HTML] Accuracy fluctuations of ICESat-2 height measurements in time series
Abstract The Ice, Cloud, and Land Elevation Satellite-2 (ICESat-2) mission, spanning the
past five years, has collected extensive three-dimensional Earth observation data, facilitating …
past five years, has collected extensive three-dimensional Earth observation data, facilitating …