Inversion and Data Assimilation in Remote Sensing: Estimation of Geophysical Parameters (ISTE Consignment) - Hardcover

Yan, Yajing

 
9781789451429: Inversion and Data Assimilation in Remote Sensing: Estimation of Geophysical Parameters (ISTE Consignment)
Hardcover
ISBN 10: 1789451426 ISBN 13: 9781789451429
Verlag: Wiley-ISTE, 2024

Inhaltsangabe

Remote sensing data are now the primary sources for observing Earth and the Universe. Data inversion and assimilation techniques are the main tools for estimating and predicting the geophysical parameters that characterize the evolution of our planet and the Universe, using remote sensing data.

Inversion and Data Assimilation in Remote Sensing explores recent advances in the inversion and assimilation of remote sensing data. It presents traditional and current neural network methods, as well as a number of topics where these methods have been developed or adapted to suit the specific nature of the field. The assimilation section covers prediction problems in volcanology and glaciology. Lastly, the inversion section covers biomass inversion using SAR images, bio-physio-hydrological inversion in coastal areas using multi- and hyperspectral images, and astrophysical inversion using telescope data.

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Über die Autorin bzw. den Autor

Yajing Yan is a lecturer at the LISTIC laboratory, Université Savoie Mont Blanc, France. Her research focuses on multi-temporal InSAR analysis, remote sensing data fusion and assimilation, and machine learning.

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Verlag
Wiley-ISTE
Erscheinungsdatum
2024
Sprache
Englisch
ISBN 10 
1789451426
ISBN 13 
9781789451429
Einband
Gebundene Ausgabe
Auflage
1
Anzahl der Seiten
256
Kontakt zum Hersteller
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