Artificial intelligence for geoscience: Progress, challenges and perspectives
This paper explores the evolution of geoscientific inquiry, tracing the progression from
traditional physics-based models to modern data-driven approaches facilitated by significant …
traditional physics-based models to modern data-driven approaches facilitated by significant …
Challenges in modeling and predicting floods and droughts: A review
Predictions of floods, droughts, and fast drought‐flood transitions are required at different
time scales to develop management strategies targeted at minimizing negative societal and …
time scales to develop management strategies targeted at minimizing negative societal and …
Changing state of the climate system
2 Chapter 2 assesses observed large-scale changes in climate system drivers, key climate
indicators and 3 principal modes of variability. Chapter 3 considers model performance and …
indicators and 3 principal modes of variability. Chapter 3 considers model performance and …
Global prevalence of non-perennial rivers and streams
Flowing waters have a unique role in supporting global biodiversity, biogeochemical cycles
and human societies,,,–. Although the importance of permanent watercourses is well …
and human societies,,,–. Although the importance of permanent watercourses is well …
Globally observed trends in mean and extreme river flow attributed to climate change
Anthropogenic climate change is expected to affect global river flow. Here, we analyze time
series of low, mean, and high river flows from 7250 observatories around the world covering …
series of low, mean, and high river flows from 7250 observatories around the world covering …
Climate and land management accelerate the Brazilian water cycle
Increasing floods and droughts are raising concerns of an accelerating water cycle,
however, the relative contributions to streamflow changes from climate and land …
however, the relative contributions to streamflow changes from climate and land …
Assessing placement bias of the global river gauge network
Knowing where and when rivers flow is paramount to managing freshwater ecosystems. Yet
stream gauging stations are distributed sparsely across rivers globally and may not capture …
stream gauging stations are distributed sparsely across rivers globally and may not capture …
Evidence of shorter more extreme rainfalls and increased flood variability under climate change
Increases in extreme rainfall intensities as a result of climate change pose a great risk due to
the possibility of increases in pluvial flooding, particularly in urban and developed areas. But …
the possibility of increases in pluvial flooding, particularly in urban and developed areas. But …
Caravan-A global community dataset for large-sample hydrology
High-quality datasets are essential to support hydrological science and modeling. Several
CAMELS (Catchment Attributes and Meteorology for Large-sample Studies) datasets exist …
CAMELS (Catchment Attributes and Meteorology for Large-sample Studies) datasets exist …
Global hotspots for the occurrence of compound events
Compound events (CEs) are weather and climate events that result from multiple hazards or
drivers with the potential to cause severe socio-economic impacts. Compared with isolated …
drivers with the potential to cause severe socio-economic impacts. Compared with isolated …