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A survey of machine learning and deep learning in remote sensing of geological environment: Challenges, advances, and opportunities
Due to limited resources and environmental pollution, monitoring the geological
environment has become essential for many countries' sustainable development. As various …
environment has become essential for many countries' sustainable development. As various …
[HTML][HTML] Modelling lidar-derived estimates of forest attributes over space and time: A review of approaches and future trends
Light detection and ranging (lidar) data acquired from airborne or spaceborne platforms
have revolutionized measurement and map** of forest attributes. Airborne data are often …
have revolutionized measurement and map** of forest attributes. Airborne data are often …
Human alteration of global surface water storage variability
Knowing the extent of human influence on the global hydrological cycle is essential for the
sustainability of freshwater resources on Earth,. However, a lack of water level observations …
sustainability of freshwater resources on Earth,. However, a lack of water level observations …
Performance evaluation of GEDI and ICESat-2 laser altimeter data for terrain and canopy height retrievals
With the advent of the next generation of space-based laser altimeters, ICESat-2 and GEDI,
we are entering an exciting era of active remote sensing of forests that offers unprecedented …
we are entering an exciting era of active remote sensing of forests that offers unprecedented …
Pervasive ice sheet mass loss reflects competing ocean and atmosphere processes
Quantifying changes in Earth's ice sheets and identifying the climate drivers are central to
improving sea level projections. We provide unified estimates of grounded and floating ice …
improving sea level projections. We provide unified estimates of grounded and floating ice …
Response of Tibetan Plateau lakes to climate change: Trends, patterns, and mechanisms
G Zhang, T Yao, H ** canopy height of China's forests by integrating GEDI and ICESat-2 data
Spatially continuous estimates of forest canopy height at national to global scales are critical
for quantifying forest carbon storage, understanding forest ecosystem processes, and …
for quantifying forest carbon storage, understanding forest ecosystem processes, and …
Rapid decline in Antarctic sea ice in recent years hints at future change
Following years of record highs, an unexpected and precipitous reduction in Antarctic sea-
ice extent started in 2016. This decline, lasting three years, was the most pronounced of the …
ice extent started in 2016. This decline, lasting three years, was the most pronounced of the …
[HTML][HTML] Geomorphometry and terrain analysis: data, methods, platforms and applications
Terrain is considered one of the most essential natural geographic features and is a key
factor in physical processes. Geomorphometry and terrain analyses have provided a wealth …
factor in physical processes. Geomorphometry and terrain analyses have provided a wealth …