Global GRACE data assimilation for groundwater and drought monitoring: Advances and challenges
The scarcity of groundwater storage change data at the global scale hinders our ability to
monitor groundwater resources effectively. In this study, we assimilate a state‐of‐the‐art …
monitor groundwater resources effectively. In this study, we assimilate a state‐of‐the‐art …
A systematic review and meta-analysis of groundwater level forecasting with machine learning techniques: Current status and future directions
JL Uc-Castillo, AE Marín-Celestino… - … Modelling & Software, 2023 - Elsevier
Accurate and reliable groundwater level (GWL) forecasting is crucial for developing
strategies and managing water resources. In recent years, Machine Learning (ML) has …
strategies and managing water resources. In recent years, Machine Learning (ML) has …
The 2010–2015 megadrought in central Chile: impacts on regional hydroclimate and vegetation
RD Garreaud, C Alvarez-Garreton… - Hydrology and earth …, 2017 - hess.copernicus.org
Since 2010 an uninterrupted sequence of dry years, with annual rainfall deficits ranging from
25 to 45%, has prevailed in central Chile (western South America, 30–38° S). Although …
25 to 45%, has prevailed in central Chile (western South America, 30–38° S). Although …
GRACE groundwater drought index: Evaluation of California Central Valley groundwater drought
Quantitative approaches to assess the complexity of groundwater drought are hindered by
the lack of direct observations of groundwater over space and time. Here, we present an …
the lack of direct observations of groundwater over space and time. Here, we present an …
Analysis of groundwater drought building on the standardised precipitation index approach
JP Bloomfield, BP Marchant - Hydrology and Earth System …, 2013 - hess.copernicus.org
A new index for standardising groundwater level time series and characterising groundwater
droughts, the Standardised Groundwater level Index (SGI), is described. The SGI builds on …
droughts, the Standardised Groundwater level Index (SGI), is described. The SGI builds on …
Propagation dynamics from meteorological to groundwater drought and their possible influence factors
The propagation of meteorological drought in a complete water cycle is not limited to
hydrological and agricultural droughts, but also involves groundwater drought. Moreover …
hydrological and agricultural droughts, but also involves groundwater drought. Moreover …
Constructing high-resolution groundwater drought at spatio-temporal scale using GRACE satellite data based on machine learning in the Indus Basin
The complicated phenomenon induced by inadequate precipitation is a drought that impacts
water resources and human life. Traditional methods to assess groundwater drought events …
water resources and human life. Traditional methods to assess groundwater drought events …
The influence of multiyear drought on the annual rainfall‐runoff relationship: An A ustralian perspective
Most current long‐term (decadal and longer) hydrological predictions implicitly assume that
hydrological processes are stationary even under changing climate. However, in practice …
hydrological processes are stationary even under changing climate. However, in practice …
Impact of land use land cover (LULC) change on surface runoff in an increasingly urbanized tropical watershed
Abstract Upper-Brantas watershed in East Java, Indonesia, is a tropical watershed
experiencing rapid landscape change, a phenomenon typical to developing countries. This …
experiencing rapid landscape change, a phenomenon typical to developing countries. This …
Simulating runoff under changing climatic conditions: Revisiting an apparent deficiency of conceptual rainfall‐runoff models
Hydrologic models have potential to be useful tools in planning for future climate variability.
However, recent literature suggests that the current generation of conceptual rainfall runoff …
However, recent literature suggests that the current generation of conceptual rainfall runoff …