Status and prospects for drought forecasting: Opportunities in artificial intelligence and hybrid physical–statistical forecasting
A AghaKouchak, B Pan… - … of the Royal …, 2022 - royalsocietypublishing.org
Despite major improvements in weather and climate modelling and substantial increases in
remotely sensed observations, drought prediction remains a major challenge. After a review …
remotely sensed observations, drought prediction remains a major challenge. After a review …
Climate risks resilience development: A bibliometric analysis of climate-related early warning Systems in Southern Africa
Early warning systems (EWS) facilitate societies' preparedness and effective response
capabilities to climate risks. Climate risks embody hazards, exposure, and vulnerability …
capabilities to climate risks. Climate risks embody hazards, exposure, and vulnerability …
Spatio-temporal analysis of drought in Southern Italy: a combined clustering-forecasting approach based on SPEI index and artificial intelligence algorithms
F Di Nunno, F Granata - Stochastic Environmental Research and Risk …, 2023 - Springer
A reliable prediction of the spatio-temporal drought variation can lead to a reduction in
vulnerability and an improvement in the management of drought-dependent businesses. In …
vulnerability and an improvement in the management of drought-dependent businesses. In …
A new regionalization of rainfall patterns based on wavelet transform information and hierarchical cluster analysis in northeastern Algeria
Due to its geographical location, Algeria is characterized by high spatiotemporal rainfall
variability. In this study, data from 69 rain gauges located in representative humid, semiarid …
variability. In this study, data from 69 rain gauges located in representative humid, semiarid …
Assessing the probability of drought severity in a homogeneous region
The standardized precipitation index (SPI) is one of the most widely used indices for
characterizing and monitoring drought in various regions. SPI's applicability has regional …
characterizing and monitoring drought in various regions. SPI's applicability has regional …
Bayesian network based procedure for regional drought monitoring: the seasonally combinative regional drought indicator
Drought is a complex natural hazard. It occurs due to a prolonged period of deficient in
rainfall amount in a certain region. Unlike other natural hazards, drought hazard has a …
rainfall amount in a certain region. Unlike other natural hazards, drought hazard has a …
Identification of rainfall homogenous regions in Saudi Arabia for experimenting and improving trend detection techniques
Abstract In Saudi Arabia, identifying homogenous zones based on rainfall patterns is critical
for ensuring a predictable and stable water resource and agriculture management strategy …
for ensuring a predictable and stable water resource and agriculture management strategy …
A generalized procedure for joint monitoring and probabilistic quantification of extreme climate events at regional level
Droughts and heat waves are currently recognized as two of the most serious threats
associated with climate changes. Drought is characterized by prolonged dry periods, low …
associated with climate changes. Drought is characterized by prolonged dry periods, low …
A novel spatially weighted accumulative procedure for regional drought monitoring
A variety of drought monitoring tools are being used for early warning systems and
formulating drought mitigation policies. Standardized Drought Indices (SDI) are the most …
formulating drought mitigation policies. Standardized Drought Indices (SDI) are the most …
A new comprehensive approach for regional drought monitoring
Abstract The Standardized Precipitation Index (SPI) is a vital component of meteorological
drought. Several researchers have been using SPI in their studies to develop new …
drought. Several researchers have been using SPI in their studies to develop new …