[HTML][HTML] The spatial allocation of population: a review of large-scale gridded population data products and their fitness for use

S Leyk, AE Gaughan, SB Adamo… - Earth System …, 2019 - essd.copernicus.org
Population data represent an essential component in studies focusing on human–nature
interrelationships, disaster risk assessment and environmental health. Several recent efforts …

[HTML][HTML] A review of geostatistical simulation models applied to satellite remote sensing: Methods and applications

F Zakeri, G Mariethoz - Remote Sensing of Environment, 2021 - Elsevier
Despite an ever-increasing number of spaceborne, airborne, and ground-based data
acquisition platforms, remote sensing data are still often spatially incomplete or temporally …

Generating high-resolution daily soil moisture by using spatial downscaling techniques: A comparison of six machine learning algorithms

Y Liu, W **g, Q Wang, X ** using direct sampling and convolutional neural network
F Yang, Z Wang, R Zuo, S Sun, B Zhou - Natural Resources Research, 2023 - Springer
Mineral prospectivity map** (MPM) mainly focuses on searching prospective areas for a
particular type of mineral deposits. However, MPM is typically subject to uncertainties …

Canopy clum** index (CI): A review of methods, characteristics, and applications

H Fang - Agricultural and Forest Meteorology, 2021 - Elsevier
Canopy clum** index (CI) characterizes the spatial distribution of leaves or needles within
a vegetation canopy. CI is critical in determining the canopy radiation transfer …

Incorporating multimodal context information into traffic speed forecasting through graph deep learning

Y Zhang, T Zhao, S Gao, M Raubal - International Journal of …, 2023 - Taylor & Francis
Accurate traffic speed forecasting is a prerequisite for anticipating future traffic status and
increasing the resilience of intelligent transportation systems. However, most studies ignore …