Abstract Alpine plants complete their seasonal phenological cycle during two to three snow-free months. Under climate change, snowmelt advances and the risk of summer droughts increases. Yet, photoperiodism may prevent alpine from benefiting an earlier start growing season. To identify drivers flowering phenology in seven main species grassland, we experimentally shifted date through snow manip...

Monitoring rare plant species is used to confirm presence, assess health, and verify population trends. Unmanned aerial systems (UAS) are ideal tools for monitoring plants because they can efficiently collect data without impacting the or endangering personnel. However, UAS flight planning be subjective, resulting in ineffective use of time overcollection imagery. This study a Maxent machine-le...

Future long-term rainfall forecasts are valuable for operating water supply facilities and managing unusual droughts. This study proposes a novel approach to forecast basin-scale monthly from lagged global climate indices, antecedent historical data of targeted basin, forecasted nearby basin using data-driven model. The is applied the Han River Geum South Korea, May June, prone drought occurren...