Improving Infrared-Based Precipitation Retrieval Algorithms Using Multi-Spectral Satellite Imagery
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| Format: | Elektronisch E-Book |
| Sprache: | English |
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Springer International Publishing
2015
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| Schriftenreihe: | Springer Theses
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Datensatz im Suchindex
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| _version_ | 1816714026487382016 |
| adam_text | IMPROVING INFRARED-BASED PRECIPITATION RETRIEVAL ALGORITHMS USING
MULTI-SPECTRAL SATELLITE IMAGERY
/ NASROLLAHI, NASRIN
: 2015
TABLE OF CONTENTS / INHALTSVERZEICHNIS
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
DIESES SCHRIFTSTUECK WURDE MASCHINELL ERZEUGT.
IMPROVING INFRARED-BASED PRECIPITATION RETRIEVAL ALGORITHMS USING
MULTI-SPECTRAL SATELLITE IMAGERY
/ NASROLLAHI, NASRIN
: 2015
ABSTRACT / INHALTSTEXT
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
DIESES SCHRIFTSTUECK WURDE MASCHINELL ERZEUGT.
|
| any_adam_object | 1 |
| author | Nasrollahi, Nasrin |
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| doi_str_mv | 10.1007/978-3-319-12081-2 |
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| id | DE-604.BV042235009 |
| illustrated | Not Illustrated |
| indexdate | 2024-11-25T17:51:13Z |
| institution | BVB |
| isbn | 9783319120812 |
| language | English |
| oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-027673244 |
| oclc_num | 897567726 |
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| physical | 1 Online-Ressource (XXI, 68 p. 41 illus., 38 illus. in color) |
| psigel | ZDB-2-EES |
| publishDate | 2015 |
| publishDateSearch | 2015 |
| publishDateSort | 2015 |
| publisher | Springer International Publishing |
| record_format | marc |
| series2 | Springer Theses |
| spellingShingle | Nasrollahi, Nasrin Improving Infrared-Based Precipitation Retrieval Algorithms Using Multi-Spectral Satellite Imagery Geografie Geography Physical geography |
| title | Improving Infrared-Based Precipitation Retrieval Algorithms Using Multi-Spectral Satellite Imagery |
| title_auth | Improving Infrared-Based Precipitation Retrieval Algorithms Using Multi-Spectral Satellite Imagery |
| title_exact_search | Improving Infrared-Based Precipitation Retrieval Algorithms Using Multi-Spectral Satellite Imagery |
| title_full | Improving Infrared-Based Precipitation Retrieval Algorithms Using Multi-Spectral Satellite Imagery by Nasrin Nasrollahi |
| title_fullStr | Improving Infrared-Based Precipitation Retrieval Algorithms Using Multi-Spectral Satellite Imagery by Nasrin Nasrollahi |
| title_full_unstemmed | Improving Infrared-Based Precipitation Retrieval Algorithms Using Multi-Spectral Satellite Imagery by Nasrin Nasrollahi |
| title_short | Improving Infrared-Based Precipitation Retrieval Algorithms Using Multi-Spectral Satellite Imagery |
| title_sort | improving infrared based precipitation retrieval algorithms using multi spectral satellite imagery |
| topic | Geografie Geography Physical geography |
| topic_facet | Geografie Geography Physical geography |
| url | https://doi.org/10.1007/978-3-319-12081-2 http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=027673244&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=027673244&sequence=000003&line_number=0002&func_code=DB_RECORDS&service_type=MEDIA |
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