Flood prediction using machine learning models: Literature review
Floods are among the most destructive natural disasters, which are highly complex to model.
The research on the advancement of flood prediction models contributed to risk reduction …
The research on the advancement of flood prediction models contributed to risk reduction …
Deep learning in hydrology and water resources disciplines: Concepts, methods, applications, and research directions
KP Tripathy, AK Mishra - Journal of Hydrology, 2024 - Elsevier
Over the past few years, Deep Learning (DL) methods have garnered substantial
recognition within the field of hydrology and water resources applications. Beginning with a …
recognition within the field of hydrology and water resources applications. Beginning with a …
[HTML][HTML] The climate hazards infrared precipitation with stations—a new environmental record for monitoring extremes
Abstract The Climate Hazards group Infrared Precipitation with Stations (CHIRPS) dataset
builds on previous approaches to 'smart'interpolation techniques and high resolution, long …
builds on previous approaches to 'smart'interpolation techniques and high resolution, long …
Large contribution from anthropogenic warming to an emerging North American megadrought
Severe and persistent 21st-century drought in southwestern North America (SWNA)
motivates comparisons to medieval megadroughts and questions about the role of …
motivates comparisons to medieval megadroughts and questions about the role of …
Global water scarcity including surface water quality and expansions of clean water technologies
Water scarcity threatens people in various regions, and has predominantly been studied
from a water quantity perspective only. Here we show that global water scarcity is driven by …
from a water quantity perspective only. Here we show that global water scarcity is driven by …
Increasing western US forest wildfire activity: sensitivity to changes in the timing of spring
ALR Westerling - … Transactions of the Royal Society B …, 2016 - royalsocietypublishing.org
Prior work shows western US forest wildfire activity increased abruptly in the mid-1980s.
Large forest wildfires and areas burned in them have continued to increase over recent …
Large forest wildfires and areas burned in them have continued to increase over recent …
Multimodel assessment of water scarcity under climate change
Water scarcity severely impairs food security and economic prosperity in many countries
today. Expected future population changes will, in many countries as well as globally …
today. Expected future population changes will, in many countries as well as globally …
Warming and earlier spring increase western US forest wildfire activity
Western United States forest wildfire activity is widely thought to have increased in recent
decades, yet neither the extent of recent changes nor the degree to which climate may be …
decades, yet neither the extent of recent changes nor the degree to which climate may be …
The global land data assimilation system
A Global Land Data Assimilation System (GLDAS) has been developed. Its purpose is to
ingest satellite-and ground-based observational data products, using advanced land surface …
ingest satellite-and ground-based observational data products, using advanced land surface …
Potential impacts of a warming climate on water availability in snow-dominated regions
TP Barnett, JC Adam, DP Lettenmaier - Nature, 2005 - nature.com
All currently available climate models predict a near-surface warming trend under the
influence of rising levels of greenhouse gases in the atmosphere. In addition to the direct …
influence of rising levels of greenhouse gases in the atmosphere. In addition to the direct …