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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] The evolution of the Patagonian Ice Sheet from 35 ka to the present day (PATICE)
We present PATICE, a GIS database of Patagonian glacial geomorphology and recalibrated
chronological data. PATICE includes 58,823 landforms and 1,669 geochronological ages …
chronological data. PATICE includes 58,823 landforms and 1,669 geochronological ages …
Uncrewed aerial systems in water resource management and monitoring: a review of sensors, applications, software, and issues
Uncrewed aerial systems (UASs) are becoming very popular in the domain of water
resource map** and management (WRMM). Being a cheaper and quicker option capable …
resource map** and management (WRMM). Being a cheaper and quicker option capable …
Applications of unmanned aerial vehicle (UAV) surveys and Structure from Motion photogrammetry in glacial and periglacial geomorphology
Unmanned aerial vehicles (UAVs, UAS, drones) combined with Structure-from-Motion (SfM)
photogrammetry have emerged over the last decade as the basis for a very efficient …
photogrammetry have emerged over the last decade as the basis for a very efficient …
The international bathymetric chart of the Arctic Ocean version 4.0
Bathymetry (seafloor depth), is a critical parameter providing the geospatial context for a
multitude of marine scientific studies. Since 1997, the International Bathymetric Chart of the …
multitude of marine scientific studies. Since 1997, the International Bathymetric Chart of the …
Geodiversity of proglacial areas and implications for geosystem services: A review
Proglacial areas represent the counterpart of glacial retreat, where a new environmental
equilibrium will be reached. During this long and complex stage, which represents the …
equilibrium will be reached. During this long and complex stage, which represents the …
Combining geomorphometry, feature extraction techniques and Earth-surface processes research: The way forward
G Sofia - Geomorphology, 2020 - Elsevier
In recent years, the wealth of technological development revolutionised our ability to collect
data in geosciences. Due to the unprecedented level of detail of these datasets …
data in geosciences. Due to the unprecedented level of detail of these datasets …
Advancing horizons in remote sensing: a comprehensive survey of deep learning models and applications in image classification and beyond
In recent years, deep learning has significantly reshaped numerous fields and applications,
fundamentally altering how we tackle a variety of challenges. Areas such as natural …
fundamentally altering how we tackle a variety of challenges. Areas such as natural …
Nonuniform late Pleistocene glacier fluctuations in tropical eastern Africa
Today's ice caps and glaciers in Africa are restricted to the highest peaks, but during the
Pleistocene, several mountains on the continent were extensively glaciated. However, little …
Pleistocene, several mountains on the continent were extensively glaciated. However, little …
[HTML][HTML] Map** Mountain landforms and its dynamics: study cases in tropical environments
High mountain areas are critical for water security and natural hazard dynamics, as well as
glacier and ecosystem conservation in a warming world. We present a brief account of the …
glacier and ecosystem conservation in a warming world. We present a brief account of the …