Air pollution in the modern world is a matter of grave concern. Due to rapid expansion in
commercial social, and economic aspects, the pollutant concentrations in different parts of …

Soil moisture information is key to irrigation water management, drought monitoring, and
yield prediction. It plays a vital role in the water cycle and energy budget between the earth's …

Sea surface salinity (SSS) provides information on the variability of ocean dynamics (global
water cycle and ocean circulation) and air-sea interactions, thereby contributing to the …

With the rapid development of chromatography, spectroscopy and other detection
techniques, chemical fingerprinting has become a powerful tool for ecology research. The …

Soil moisture (SM) is an essential parameter for crop growth and development, and temporal
and spatial variation in SM in agricultural fields varies by crop type due to corresponding …

Soil salinization is a major environmental risk caused by natural or human activities
especially in arid and semi-arid regions. Machine learning for rapidly monitoring large-scale …

Due to the effects of radio frequency interference and the limitations of algorithms under
specific conditions, most of the currently available microwave-based soil moisture (SM) …

Mapping fine-scale distribution of the population is essential to the study of human activities,
where more reliable open-access big data could be excavated with the help of machine …

Near-surface soil moisture content variation is a major factor in the frequent shallow slope
failures observed on Mississippi's highway slopes built on expansive clay. Soil moisture …

Soil moisture is a key parameter for the circulation of water and energy exchange between
surface and the atmosphere, playing an important role in hydrology, agriculture, and …