| LEADER : 00000nam 2200000uu 4500 |
| 008 211105s2020||||th 000 0 eng d |
| 020 ^a9780128131275 |
| 050 00 ^aHA30.6 ^b.S662 2020 |
| 245 00 ^aSpatial analysis using big data : ^bmethods and urban applications / ^cedited by Yoshiki Yamagata, Hajime Seya. |
| 300 ^axvii, 284 pages : ^billustrations (some color) ; ^c23 cm. |
| 490 1 ^aSpatial econometrics and spatial statistics |
| 504 ^aIncludes bibliographical references and index. |
| 505 00 ^tIntroduction / ^rYoshiki Yamagata and Hajime Seya -- ^tMathematical preparation / ^rHajime Seya and Yoshiki Yamagata -- ^tGlobal and local indicators of spatial associations / ^rHajime Seya -- ^tGeostatistics and Gaussian process models / ^rDaisuke Murakami, Yoshiki Yamagata, and Toshihiro Hirano -- ^tSpatial econometric models / ^rHajime Seya, Takahiro Yoshida, and Yashiki Yamagata -- ^tModels in quantitative geography / ^rDaisuke Murakami and Yoshiki Yamagata -- ^tImplementation in R languages / ^rTakahiro Yoshida and Daisuke Murakami -- ^tSpaital heat-wave assessments using geotagged Twitter data / ^rDaisuke Murakami and Yoshiki Yamagata -- ^tEvaluating walkability using mobile GPS data / ^rYoshiki Yamagata, Daisuke Murakami, and Takahiro Yoshida -- ^tSpatial scenario creation based on downscale methods / ^rDaisuke Murakami and Yoshiki Yamagata -- ^tQuasi realt-time energy use estimation using Google^'s Popular Times data / ^rTakahiro Yoshida and Yoshiki Yamagata. |
| 520 ^aSpatial Analysis Using Big Data: Methods and Urban Applications helps readers understand the most powerful, state-of-the-art spatial econometric methods, focusing particularly on urban research problems. The methods represent a cluster of potentially transformational socio-economic modeling tools that allow researchers to capture real-time and high-resolution information to potentially reveal new socioeconomic dynamics within urban populations. Each method, written by leading exponents of the discipline, uses real-time urban big data to solve research problems in spatial science. Urban applications of these methods are provided in unsurpassed depth, with chapters on surface temperature mapping, view value analysis, community clustering and spatial-social networks, among many others. |
| 650 0 ^aSpatial analysis (Statistics) ^xData processing. |
| 650 0 ^aUrban geography ^xData processing. |
| 650 0 ^aBig data. |
| 650 7 ^aBig data. |
| 650 7 ^aSpatial analysis (Statistics) ^xData processing. |
| 650 7 ^aUrban geography ^xData processing. |
| 700 1 ^aYamagata, Yoshiki, ^eeditor. |
| 700 1 ^aSeya, Hajime, ^eeditor. |
| 999 ^aปวีนา ภู่ทอง |
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