Prolongation of SMAP to spatiotemporally seamless coverage of continental US using a deep learning neural network
Abstract The Soil Moisture Active Passive (SMAP) mission has delivered valuable sensing of
surface soil moisture since 2015. However, it has a short time span and irregular revisit …
surface soil moisture since 2015. However, it has a short time span and irregular revisit …
Machine learning approaches for spatial modeling of agricultural droughts in the south-east region of Queensland Australia
A quantitative understanding of the hydro-environmental factors that influence the
occurrence of agricultural drought events would enable more strategic climate change …
occurrence of agricultural drought events would enable more strategic climate change …
Determining and forecasting drought susceptibility in southwestern Iran using multi-criteria decision-making (MCDM) coupled with CA-Markov model
M Mokarram, HR Pourghasemi, M Hu… - Science of the Total …, 2021 - Elsevier
Forecasting drought and determining relevant data to predict drought are an important topic
for decision-makers and planners. It is critical to predicting drought in the south of Fars …
for decision-makers and planners. It is critical to predicting drought in the south of Fars …
High accuracy of precipitation reanalyses resulted in good river discharge simulations in a semi-arid basin
Hydrological modeling requires accurate climate data with high spatial resolution, what is
often unavailable in a large fraction of the world. As an alternative to scarce meteorological …
often unavailable in a large fraction of the world. As an alternative to scarce meteorological …
Understanding the dominant sources and tracks of moisture for summer rainfall in the southwest United States
S Jana, B Rajagopalan… - Journal of Geophysical …, 2018 - Wiley Online Library
We investigated the moisture sources and tracks that enable summer rainfall over the four‐
state southwestern US region of Arizona, New Mexico, Colorado, and Utah by employing a …
state southwestern US region of Arizona, New Mexico, Colorado, and Utah by employing a …
Simulating land-atmosphere coupling in the Central Valley, California: Investigating soil moisture impacts on boundary layer properties
Soil moisture links hydrologic and atmospheric processes and impacts important properties
of the atmospheric boundary layer via turbulent land-atmosphere exchange. Research on …
of the atmospheric boundary layer via turbulent land-atmosphere exchange. Research on …
Using the US climate reference network to identify biases in near-and subsurface meteorological fields in the High-Resolution Rapid Refresh (HRRR) weather …
The ability of high-resolution mesoscale models to simulate near-surface and subsurface
meteorological processes is critical for representing land–atmosphere feedback processes …
meteorological processes is critical for representing land–atmosphere feedback processes …
A comparison of the US climate reference network precipitation data to the Parameter-Elevation Regressions on Independent Slopes Model (PRISM)
MS Buban, TR Lee, CB Baker - Journal of Hydrometeorology, 2020 - journals.ametsoc.org
Since drought and excessive rainfall can have significant socioeconomic impacts, it is
important to have accurate high-resolution gridded datasets that can help improve analysis …
important to have accurate high-resolution gridded datasets that can help improve analysis …
Mapping the agricultural drought based on the long-term AVHRR NDVI and North American Regional Reanalysis (NARR) in the United States, 1981–2013
To provide a long-term perspective of drought variability from 1981 to present, we develop a
new monthly agriculturally-based drought index called the Integrated Scaled Drought Index …
new monthly agriculturally-based drought index called the Integrated Scaled Drought Index …
Impact of soil moisture on afternoon convection triggering over the Tibetan Plateau based on 1‐D boundary layer model
The impact of soil moisture conditions on the triggering of afternoon convection over the
Tibetan Plateau (TP) was investigated by applying the convective triggering potential (CTP) …
Tibetan Plateau (TP) was investigated by applying the convective triggering potential (CTP) …