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Improving Infrared-Based Precipitation Retrieval Algorithms Using Multi-Spectral Satellite Imagery
This thesis transforms satellite precipitation estimation through the integration of a multi-sensor, multi-channel approach to current precipitation estimation algorithms, and provides more accurate readings of precipitation data from space. Using satellite data to estimate precipitation from space...
| Clasificación: | Libro Electrónico |
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| Autor principal: | |
| Autor Corporativo: | |
| Formato: | Electrónico eBook |
| Idioma: | Inglés |
| Publicado: |
Cham :
Springer International Publishing : Imprint: Springer,
2015.
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| Edición: | 1st ed. 2015. |
| Colección: | Springer Theses, Recognizing Outstanding Ph.D. Research,
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| Temas: | |
| Acceso en línea: | Texto Completo |
MARC
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| 001 | 978-3-319-12081-2 | ||
| 003 | DE-He213 | ||
| 005 | 20220117083812.0 | ||
| 007 | cr nn 008mamaa | ||
| 008 | 141107s2015 sz | s |||| 0|eng d | ||
| 020 | |a 9783319120812 |9 978-3-319-12081-2 | ||
| 024 | 7 | |a 10.1007/978-3-319-12081-2 |2 doi | |
| 050 | 4 | |a QC851-999 | |
| 072 | 7 | |a RBP |2 bicssc | |
| 072 | 7 | |a SCI042000 |2 bisacsh | |
| 072 | 7 | |a RBP |2 thema | |
| 082 | 0 | 4 | |a 551.5 |2 23 |
| 100 | 1 | |a Nasrollahi, Nasrin. |e author. |4 aut |4 http://id.loc.gov/vocabulary/relators/aut | |
| 245 | 1 | 0 | |a Improving Infrared-Based Precipitation Retrieval Algorithms Using Multi-Spectral Satellite Imagery |h [electronic resource] / |c by Nasrin Nasrollahi. |
| 250 | |a 1st ed. 2015. | ||
| 264 | 1 | |a Cham : |b Springer International Publishing : |b Imprint: Springer, |c 2015. | |
| 300 | |a XXI, 68 p. 41 illus., 38 illus. in color. |b online resource. | ||
| 336 | |a text |b txt |2 rdacontent | ||
| 337 | |a computer |b c |2 rdamedia | ||
| 338 | |a online resource |b cr |2 rdacarrier | ||
| 347 | |a text file |b PDF |2 rda | ||
| 490 | 1 | |a Springer Theses, Recognizing Outstanding Ph.D. Research, |x 2190-5061 | |
| 505 | 0 | |a Introduction to the Current States of Satellite Precipitation Products -- False Alarm in Satellite Precipitation Data -- Satellite Observations -- Reducing False Rain in Satellite Precipitation Products Using CloudSat Cloud Classification Maps and MODIS Multi-Spectral Images -- Integration of CloudSat Precipitation Profile in Reduction of False Rain -- Cloud Classification and its Application in Reducing False Rain -- Summary and Conclusions. | |
| 520 | |a This thesis transforms satellite precipitation estimation through the integration of a multi-sensor, multi-channel approach to current precipitation estimation algorithms, and provides more accurate readings of precipitation data from space. Using satellite data to estimate precipitation from space overcomes the limitation of ground-based observations in terms of availability over remote areas and oceans as well as spatial coverage. However, the accuracy of satellite-based estimates still need to be improved. The approach introduced in this thesis takes advantage of the recent NASA satellites in observing clouds and precipitation. In addition, machine-learning techniques are also employed to make the best use of remotely-sensed "big data." The results provide a significant improvement in detecting non-precipitating areas and reducing false identification of precipitation. | ||
| 650 | 0 | |a Atmospheric science. | |
| 650 | 0 | |a Environmental sciences. | |
| 650 | 0 | |a Physics. | |
| 650 | 0 | |a Climatology. | |
| 650 | 1 | 4 | |a Atmospheric Science. |
| 650 | 2 | 4 | |a Environmental Physics. |
| 650 | 2 | 4 | |a Climate Sciences. |
| 710 | 2 | |a SpringerLink (Online service) | |
| 773 | 0 | |t Springer Nature eBook | |
| 776 | 0 | 8 | |i Printed edition: |z 9783319120805 |
| 776 | 0 | 8 | |i Printed edition: |z 9783319120829 |
| 776 | 0 | 8 | |i Printed edition: |z 9783319363325 |
| 830 | 0 | |a Springer Theses, Recognizing Outstanding Ph.D. Research, |x 2190-5061 | |
| 856 | 4 | 0 | |u https://doi.uam.elogim.com/10.1007/978-3-319-12081-2 |z Texto Completo |
| 912 | |a ZDB-2-EES | ||
| 912 | |a ZDB-2-SXEE | ||
| 950 | |a Earth and Environmental Science (SpringerNature-11646) | ||
| 950 | |a Earth and Environmental Science (R0) (SpringerNature-43711) | ||