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015 _aGBC489834
_2bnb
016 7 _a300209954
_2Uk
020 _a9781789451764
020 _a9781394306657
_qelectronic book
020 _a1394306652
_qelectronic book
020 _a9781394306633
_qelectronic book
020 _a1394306636
_qelectronic book
020 _a9781394306640
_q(electronic bk.)
020 _a1394306644
_q(electronic bk.)
020 _z9781789451764
_qhardcover
020 _z1789451760
_qhardcover
024 8 _aCIPO000116582
035 _a(OCoLC)1446125022
035 9 _a(OCLCCM-Owned)1446125022
037 _a9781789451764
_bO'Reilly Media
040 _aYDX
_beng
_erda
_cYDX
_dYDX
_dOCLCO
_dDG1
_dUKAHL
_dCLOUD
_dORMDA
_dN$T
_dUKMGB
_dHOPLA
_dOCLCL
041 _aeng
049 _aMAIN
050 4 _aG70.4
_b.M85 2024
245 0 0 _aMultitemporal Earth observation image analysis :
_bremote sensing image sequences /
_ccoordinated by Clément Mallet, Nesrine Chehata.
264 1 _aLondon, UK :
_bISTE Ltd ;
_aHoboken, NJ :
_bJohn Wiley & Sons, Inc.,
_c2024.
264 4 _c©2024
300 _a1 online resource
336 _atext
_btxt
_2rdacontent
337 _acomputer
_bc
_2rdamedia
338 _aonline resource
_bcr
_2rdacarrier
490 0 _aSciences. Image. Information seeking in images and videos
520 _aEarth observation has witnessed a unique paradigm change in the last decade with a diverse and ever-growing number of data sources. Among them, time series of remote sensing images has proven to be invaluable for numerous environmental and climate studies. Multitemporal Earth Observation Image Analysis provides illustrations of recent methodological advances in data processing and information extraction from imagery, with an emphasis on the temporal dimension uncovered either by recent satellite constellations (in particular the Sentinels from the European Copernicus programme) or archival aerial images available in national archives. The book shows how complementary data sources can be efficiently used, how spatial and temporal information can be leveraged for biophysical parameter estimation, classification of land surfaces and object tracking, as well as how standard machine learning and state-of-the-art deep learning solutions can solve complex problems with real-world applications.
588 _aDescription based on online resource; title from digital title page (viewed on July 24, 2024).
650 0 _aRemote-sensing images.
_0http://id.loc.gov/authorities/subjects/sh94003667
650 6 _aImages-satellite.
650 7 _aImage Processing.
_2bisacsh/2022
650 7 _aCOMPUTERS.
_2bisacsh/2022
650 7 _aTECHNOLOGY & ENGINEERING.
_2bisacsh/2022
650 7 _aRemote Sensing & Geographic Information Systems.
_2bisacsh/2024
650 7 _aImage Processing.
_2bisacsh/2024
650 7 _aCOMPUTERS.
_2bisacsh/2024
650 7 _aTECHNOLOGY & ENGINEERING.
_2bisacsh/2024
655 0 _aElectronic books.
700 1 _aMallet, Clément,
_eeditor.
_1https://id.oclc.org/worldcat/entity/E39PCjCvHm7ywvyxxBvJpHx9H3
_0http://id.loc.gov/authorities/names/no2018067388
700 1 _aChehata, Nesrine,
_eeditor.
776 0 8 _iPrint version:
_z1789451760
_z9781789451764
_w(OCoLC)1442322645
856 4 0 _uhttps://onlinelibrary.wiley.com/doi/book/10.1002/9781394306657
_yFull text is available at Wiley Online Library. Click here to view.
942 _2ddc
_cER