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020 _a9781098104795
_q(paperback)
020 _a109810479X
_q(paperback)
035 _a(OCoLC)on1309065599
040 _aYDX
_beng
_erda
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050 0 0 _aQA76.73.P98
_bM395 2022
082 0 4 _a910.285
_223
100 1 _aMcClain, Bonny P.,
_eauthor.
_9809
245 1 0 _aPython for geospatial data analysis :
_btheory, tools, and practice for location intelligence /
_cBonny P. McClain.
250 _aFirst edition.
264 1 _aSebastopol, CA :
_bO'Reilly Media, Inc.,
_c2022.
264 4 _c©2023
300 _axv, 262 pages :
_billustrations (chiefly color), maps ;
_c24 cm
336 _atext
_btxt
_2rdacontent
336 _astill image
_bsti
_2rdacontent
337 _aunmediated
_bn
_2rdamedia
338 _avolume
_bnc
_2rdacarrier
504 _aIncludes bibliographical references (pages 249-250) and index.
505 0 _aIntroduction to geospatial analytics -- Essential facilities for spatial analysis -- QGIS: exploring PyQGIS and native algorithms for spatial analytics -- Geospatial analytics in the cloud: Google Earth Engine and other tools -- OpenStreetMap: accessing geospatial data with OSMnx -- The ArcGIS Python API -- GeoPandas and spatial statistics -- Data cleaning -- Exploring the Geospatial Data Abstraction Library (GDAL) -- Using Python to measure climate data.
520 _a"Tobler's first law of geography states, "Everything is related to everything else, but near things are more related than distant things." But if you look at Tobler's second law, "Phenomena external to a geographic area of interest affect what goes on inside it," you can see why a geographer and data analyst brings the science of location into data stories and large-scale research projects. With this practical book, geospatial professionals, data scientists, geographers, geologists, and others familiar with data analysis and visualization will learn the fundamentals of spatial data analysis." -- Page 4 of cover.
650 0 _aGeospatial data.
_9810
650 0 _aPython (Computer program language)
_9399
650 7 _aGeospatial data.
_2fast
_0(OCoLC)fst01741194
_9810
650 7 _aPython (Computer program language)
_2fast
_0(OCoLC)fst01084736
_9399
655 7 _aHandbooks and manuals.
_2lcgft
_9441
700 _aMcClain, Bonny P.,
_9809
906 _a7
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