KF-MFWL: A High-Resolution Time Series Construction Algorithm for Lake Water Levels Based on Multisource Altimeter Satellites and Meteorological Data Fusion

Changes in lake water levels are closely related to climate change and can also reflect information about local human activities. Therefore, obtaining high temporal resolution time series of lake water levels is necessary for accurately analyzing hydrological changes. However, the existing methods m...

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Vydáno v:	IEEE transactions on geoscience and remote sensing Ročník 62; s. 1 - 12
Hlavní autoři:	Jiang, Weiping, An, Zhiyuan, Jin, Taoyong, Chen, Peng, Zou, Xiaowei
Médium:	Journal Article
Jazyk:	angličtina
Vydáno:	New York IEEE 2024 The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Témata:	Algorithms Altimeters Altimetry Climate change Data integration High-resolution imaging Kalman filters Lakes Long-term changes Machine learning Meteorological data multisource fusion Plateaus Resource management satellite altimetry Satellite communications Satellites Short-term changes Temporal resolution Time series Time series analysis Water Water level fluctuations water level time series Water levels Water monitoring Water purification Water resources Water resources management Tibetan Plateau
ISSN:	0196-2892, 1558-0644
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