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A Rainfall‐Runoff Model With LSTM‐Based Sequence‐to‐Sequence Learning
Water Resources Research, 2020Rainfall‐runoff modeling is a complex nonlinear time series problem. While there is still room for improvement, researchers have been developing physical and machine learning models for decades to predict runoff using rainfall data sets.
Z. Xiang, June Yan, I. Demir
semanticscholar +1 more source
Influence of changes in rainfall and soil moisture on trends in flooding
Journal of Hydrology, 2019Despite the expectation that increases in rainfall with climatic change will result in increases in pluvial flooding, there is more historical evidence for decreases in flood magnitude.
C. Wasko, R. Nathan
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, 2020
Since several datasets are available with marked differences, the assessment of precipitation data is a key aspect to support the choice of the most adequate precipitation product for a certain research or operational application.
R. Cavalcante +5 more
semanticscholar +1 more source
Since several datasets are available with marked differences, the assessment of precipitation data is a key aspect to support the choice of the most adequate precipitation product for a certain research or operational application.
R. Cavalcante +5 more
semanticscholar +1 more source
1997
This chapter examines rainfall and associated phenomena and their possible relationship to solar activity. Rainfall can be measured directly using rain gauges or estimated by monitoring lake levels and river flows. Satellite and radar rainfall measurements have become increasingly important.
Douglas V. Hoyt, Kenneth H. Shatten
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This chapter examines rainfall and associated phenomena and their possible relationship to solar activity. Rainfall can be measured directly using rain gauges or estimated by monitoring lake levels and river flows. Satellite and radar rainfall measurements have become increasingly important.
Douglas V. Hoyt, Kenneth H. Shatten
openaire +1 more source
CATENA, 2018
It is widely recognized that vegetation restoration plays a key role in controlling soil erosion in China's Loess Plateau. However, the effects of vegetation types on soil erosion on steep slopes of the Loess Plateau are not yet fully understood. In this
Hao Chen +11 more
semanticscholar +1 more source
It is widely recognized that vegetation restoration plays a key role in controlling soil erosion in China's Loess Plateau. However, the effects of vegetation types on soil erosion on steep slopes of the Loess Plateau are not yet fully understood. In this
Hao Chen +11 more
semanticscholar +1 more source
1920
(Uploaded by Plazi from the Biodiversity Heritage Library) No abstract provided.
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(Uploaded by Plazi from the Biodiversity Heritage Library) No abstract provided.
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A review of past and projected changes in Australia's rainfall
WIREs Climate Change, 2019There has been much attention given to the spatial and temporal characteristics of changes in mean and extreme rainfall over Australia during the past century.
Raktima Dey +3 more
semanticscholar +1 more source
, 2020
Extreme rainfall is becoming more frequent and intense due to climate change and increasing human activity. Changes in rainfall will increase the risks and uncertainty of water erosion from orchards.
Jian Duan +4 more
semanticscholar +1 more source
Extreme rainfall is becoming more frequent and intense due to climate change and increasing human activity. Changes in rainfall will increase the risks and uncertainty of water erosion from orchards.
Jian Duan +4 more
semanticscholar +1 more source