Vegetation dynamics and phenology play an important role in inter-annual vegetation
changes in terrestrial ecosystems and are key indicators of climate-vegetation interactions …

Vegetation phenology is the study of recurring plant life cycle stages, seasonality which is
linked to many ecosystem processes and is an important proxy of climate and environmental …

The short revisit times afforded by recently-deployed optical satellite sensors that acquire 3–
30 m resolution imagery provide new opportunities to study seasonal vegetation dynamics …

The monitoring of forest phenology in a cost-effective manner, at a fine spatial scale and
over relatively large areas remains a significant challenge. To address this issue, unmanned …

In temperate forests, leaf phenology is a sensitive indicator of climate change and a major
regulator of seasonal carbon and water cycling. Many studies have documented large intra …

Time series of vegetation indices (eg normalized difference vegetation index [NDVI]) and
color indices (eg green chromatic coordinate [G CC]) based on radiometric measurements …

Forests play a vital role in biological cycles and environmental regulation. To understand the
key processes of forest canopies (eg, photosynthesis, respiration and transpiration), reliable …

PM 10 pollution is a pressing ecological concern within arid and semi-arid cities, adversely
influencing the natural environment and human health. Based on the Geographically and …

Unmanned aerial vehicles are increasingly used to monitor forests. Three-dimensional
models of tropical rainforest canopies can be constructed from overlapping photos using …

Real-time monitoring of crop phenology is critical for assisting farmers managing crop
growth and yield estimation. In this study, we presented an approach to monitor in real time …