Big Data Computing for Geospatial Applications
The convergence of big data and geospatial computing has brought forth challenges and opportunities to Geographic Information Science with regard to geospatial data management, processing, analysis, modeling, and visualization. This book highlights recent advancements in integrating new computing ap...
Saved in:
| HerausgeberIn: | |
|---|---|
| Sonstige: | |
| Year of Publication: | 2020 |
| Language: | English |
| Physical Description: | 1 electronic resource (222 p.) |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
| id |
993546590904498 |
|---|---|
| ctrlnum |
(CKB)5400000000044858 (oapen)https://directory.doabooks.org/handle/20.500.12854/69329 (EXLCZ)995400000000044858 |
| collection |
bib_alma |
| record_format |
marc |
| spelling |
Li, Zhenlong edt Big Data Computing for Geospatial Applications Basel, Switzerland MDPI - Multidisciplinary Digital Publishing Institute 2020 1 electronic resource (222 p.) text txt rdacontent computer c rdamedia online resource cr rdacarrier Open access Unrestricted online access star The convergence of big data and geospatial computing has brought forth challenges and opportunities to Geographic Information Science with regard to geospatial data management, processing, analysis, modeling, and visualization. This book highlights recent advancements in integrating new computing approaches, spatial methods, and data management strategies to tackle geospatial big data challenges and meanwhile demonstrates opportunities for using big data for geospatial applications. Crucial to the advancements highlighted in this book is the integration of computational thinking and spatial thinking and the transformation of abstract ideas and models to concrete data structures and algorithms. English Research & information: general bicssc Geography bicssc task workflow geospatial problem-solving knowledge base social media big data fine-grained emotion classification spatio-temporal analysis hazard mitigation missing road city blocks topology big mobile navigation trajectory data geographic knowledge representation geographic knowledge graph formalization GeoKG overlay analysis shape complexity massive data cloud parallel computing geovisual analytics machine learning smart card data transit corridor mobility community trip CA Markov land-use change prediction Hadoop MapReduce cloud computing ETL ELT sensor data IoT geospatial big data climate science metadata web cataloging service big geospatial data geospatial cyberinfrastructure topographic surface terrain modeling global terrain dataset geospatial computing cyberGIS GeoAI spatial thinking 3-03943-244-3 3-03943-245-1 Tang, Wenwu edt Huang, Qunying edt Shook, Eric edt Guan, Qingfeng edt Li, Zhenlong oth Tang, Wenwu oth Huang, Qunying oth Shook, Eric oth Guan, Qingfeng oth |
| language |
English |
| format |
eBook |
| author2 |
Tang, Wenwu Huang, Qunying Shook, Eric Guan, Qingfeng Li, Zhenlong Tang, Wenwu Huang, Qunying Shook, Eric Guan, Qingfeng |
| author_facet |
Tang, Wenwu Huang, Qunying Shook, Eric Guan, Qingfeng Li, Zhenlong Tang, Wenwu Huang, Qunying Shook, Eric Guan, Qingfeng |
| author2_variant |
z l zl w t wt q h qh e s es q g qg |
| author2_role |
HerausgeberIn HerausgeberIn HerausgeberIn HerausgeberIn Sonstige Sonstige Sonstige Sonstige Sonstige |
| title |
Big Data Computing for Geospatial Applications |
| spellingShingle |
Big Data Computing for Geospatial Applications |
| title_full |
Big Data Computing for Geospatial Applications |
| title_fullStr |
Big Data Computing for Geospatial Applications |
| title_full_unstemmed |
Big Data Computing for Geospatial Applications |
| title_auth |
Big Data Computing for Geospatial Applications |
| title_new |
Big Data Computing for Geospatial Applications |
| title_sort |
big data computing for geospatial applications |
| publisher |
MDPI - Multidisciplinary Digital Publishing Institute |
| publishDate |
2020 |
| physical |
1 electronic resource (222 p.) |
| isbn |
3-03943-244-3 3-03943-245-1 |
| illustrated |
Not Illustrated |
| work_keys_str_mv |
AT lizhenlong bigdatacomputingforgeospatialapplications AT tangwenwu bigdatacomputingforgeospatialapplications AT huangqunying bigdatacomputingforgeospatialapplications AT shookeric bigdatacomputingforgeospatialapplications AT guanqingfeng bigdatacomputingforgeospatialapplications |
| status_str |
n |
| ids_txt_mv |
(CKB)5400000000044858 (oapen)https://directory.doabooks.org/handle/20.500.12854/69329 (EXLCZ)995400000000044858 |
| carrierType_str_mv |
cr |
| is_hierarchy_title |
Big Data Computing for Geospatial Applications |
| author2_original_writing_str_mv |
noLinkedField noLinkedField noLinkedField noLinkedField noLinkedField noLinkedField noLinkedField noLinkedField noLinkedField |
| _version_ |
1801159555466395649 |
| fullrecord |
<?xml version="1.0" encoding="UTF-8"?><collection xmlns="http://www.loc.gov/MARC21/slim"><record><leader>03589nam-a2201009z--4500</leader><controlfield tag="001">993546590904498</controlfield><controlfield tag="005">20240606142647.0</controlfield><controlfield tag="006">m o d </controlfield><controlfield tag="007">cr|mn|---annan</controlfield><controlfield tag="008">202105s2020 xx |||||o ||| 0|eng d</controlfield><datafield tag="035" ind1=" " ind2=" "><subfield code="a">(CKB)5400000000044858</subfield></datafield><datafield tag="035" ind1=" " ind2=" "><subfield code="a">(oapen)https://directory.doabooks.org/handle/20.500.12854/69329</subfield></datafield><datafield tag="035" ind1=" " ind2=" "><subfield code="a">(EXLCZ)995400000000044858</subfield></datafield><datafield tag="041" ind1="0" ind2=" "><subfield code="a">eng</subfield></datafield><datafield tag="100" ind1="1" ind2=" "><subfield code="a">Li, Zhenlong</subfield><subfield code="4">edt</subfield></datafield><datafield tag="245" ind1="1" ind2="0"><subfield code="a">Big Data Computing for Geospatial Applications</subfield></datafield><datafield tag="260" ind1=" " ind2=" "><subfield code="a">Basel, Switzerland</subfield><subfield code="b">MDPI - Multidisciplinary Digital Publishing Institute</subfield><subfield code="c">2020</subfield></datafield><datafield tag="300" ind1=" " ind2=" "><subfield code="a">1 electronic resource (222 p.)</subfield></datafield><datafield tag="336" ind1=" " ind2=" "><subfield code="a">text</subfield><subfield code="b">txt</subfield><subfield code="2">rdacontent</subfield></datafield><datafield tag="337" ind1=" " ind2=" "><subfield code="a">computer</subfield><subfield code="b">c</subfield><subfield code="2">rdamedia</subfield></datafield><datafield tag="338" ind1=" " ind2=" "><subfield code="a">online resource</subfield><subfield code="b">cr</subfield><subfield code="2">rdacarrier</subfield></datafield><datafield tag="506" ind1=" " ind2=" "><subfield code="a">Open access</subfield><subfield code="f">Unrestricted online access</subfield><subfield code="2">star</subfield></datafield><datafield tag="520" ind1=" " ind2=" "><subfield code="a">The convergence of big data and geospatial computing has brought forth challenges and opportunities to Geographic Information Science with regard to geospatial data management, processing, analysis, modeling, and visualization. This book highlights recent advancements in integrating new computing approaches, spatial methods, and data management strategies to tackle geospatial big data challenges and meanwhile demonstrates opportunities for using big data for geospatial applications. Crucial to the advancements highlighted in this book is the integration of computational thinking and spatial thinking and the transformation of abstract ideas and models to concrete data structures and algorithms.</subfield></datafield><datafield tag="546" ind1=" " ind2=" "><subfield code="a">English</subfield></datafield><datafield tag="650" ind1=" " ind2="7"><subfield code="a">Research & information: general</subfield><subfield code="2">bicssc</subfield></datafield><datafield tag="650" ind1=" " ind2="7"><subfield code="a">Geography</subfield><subfield code="2">bicssc</subfield></datafield><datafield tag="653" ind1=" " ind2=" "><subfield code="a">task</subfield></datafield><datafield tag="653" ind1=" " ind2=" "><subfield code="a">workflow</subfield></datafield><datafield tag="653" ind1=" " ind2=" "><subfield code="a">geospatial problem-solving</subfield></datafield><datafield tag="653" ind1=" " ind2=" "><subfield code="a">knowledge base</subfield></datafield><datafield tag="653" ind1=" " ind2=" "><subfield code="a">social media</subfield></datafield><datafield tag="653" ind1=" " ind2=" "><subfield code="a">big data</subfield></datafield><datafield tag="653" ind1=" " ind2=" "><subfield code="a">fine-grained emotion classification</subfield></datafield><datafield tag="653" ind1=" " ind2=" "><subfield code="a">spatio-temporal analysis</subfield></datafield><datafield tag="653" ind1=" " ind2=" "><subfield code="a">hazard mitigation</subfield></datafield><datafield tag="653" ind1=" " ind2=" "><subfield code="a">missing road</subfield></datafield><datafield tag="653" ind1=" " ind2=" "><subfield code="a">city blocks</subfield></datafield><datafield tag="653" ind1=" " ind2=" "><subfield code="a">topology</subfield></datafield><datafield tag="653" ind1=" " ind2=" "><subfield code="a">big mobile navigation trajectory data</subfield></datafield><datafield tag="653" ind1=" " ind2=" "><subfield code="a">geographic knowledge representation</subfield></datafield><datafield tag="653" ind1=" " ind2=" "><subfield code="a">geographic knowledge graph</subfield></datafield><datafield tag="653" ind1=" " ind2=" "><subfield code="a">formalization</subfield></datafield><datafield tag="653" ind1=" " ind2=" "><subfield code="a">GeoKG</subfield></datafield><datafield tag="653" ind1=" " ind2=" "><subfield code="a">overlay analysis</subfield></datafield><datafield tag="653" ind1=" " ind2=" "><subfield code="a">shape complexity</subfield></datafield><datafield tag="653" ind1=" " ind2=" "><subfield code="a">massive data</subfield></datafield><datafield tag="653" ind1=" " ind2=" "><subfield code="a">cloud</subfield></datafield><datafield tag="653" ind1=" " ind2=" "><subfield code="a">parallel computing</subfield></datafield><datafield tag="653" ind1=" " ind2=" "><subfield code="a">geovisual analytics</subfield></datafield><datafield tag="653" ind1=" " ind2=" "><subfield code="a">machine learning</subfield></datafield><datafield tag="653" ind1=" " ind2=" "><subfield code="a">smart card data</subfield></datafield><datafield tag="653" ind1=" " ind2=" "><subfield code="a">transit corridor</subfield></datafield><datafield tag="653" ind1=" " ind2=" "><subfield code="a">mobility community</subfield></datafield><datafield tag="653" ind1=" " ind2=" "><subfield code="a">trip</subfield></datafield><datafield tag="653" ind1=" " ind2=" "><subfield code="a">CA Markov</subfield></datafield><datafield tag="653" ind1=" " ind2=" "><subfield code="a">land-use change prediction</subfield></datafield><datafield tag="653" ind1=" " ind2=" "><subfield code="a">Hadoop</subfield></datafield><datafield tag="653" ind1=" " ind2=" "><subfield code="a">MapReduce</subfield></datafield><datafield tag="653" ind1=" " ind2=" "><subfield code="a">cloud computing</subfield></datafield><datafield tag="653" ind1=" " ind2=" "><subfield code="a">ETL</subfield></datafield><datafield tag="653" ind1=" " ind2=" "><subfield code="a">ELT</subfield></datafield><datafield tag="653" ind1=" " ind2=" "><subfield code="a">sensor data</subfield></datafield><datafield tag="653" ind1=" " ind2=" "><subfield code="a">IoT</subfield></datafield><datafield tag="653" ind1=" " ind2=" "><subfield code="a">geospatial big data</subfield></datafield><datafield tag="653" ind1=" " ind2=" "><subfield code="a">climate science</subfield></datafield><datafield tag="653" ind1=" " ind2=" "><subfield code="a">metadata</subfield></datafield><datafield tag="653" ind1=" " ind2=" "><subfield code="a">web cataloging service</subfield></datafield><datafield tag="653" ind1=" " ind2=" "><subfield code="a">big geospatial data</subfield></datafield><datafield tag="653" ind1=" " ind2=" "><subfield code="a">geospatial cyberinfrastructure</subfield></datafield><datafield tag="653" ind1=" " ind2=" "><subfield code="a">topographic surface</subfield></datafield><datafield tag="653" ind1=" " ind2=" "><subfield code="a">terrain modeling</subfield></datafield><datafield tag="653" ind1=" " ind2=" "><subfield code="a">global terrain dataset</subfield></datafield><datafield tag="653" ind1=" " ind2=" "><subfield code="a">geospatial computing</subfield></datafield><datafield tag="653" ind1=" " ind2=" "><subfield code="a">cyberGIS</subfield></datafield><datafield tag="653" ind1=" " ind2=" "><subfield code="a">GeoAI</subfield></datafield><datafield tag="653" ind1=" " ind2=" "><subfield code="a">spatial thinking</subfield></datafield><datafield tag="776" ind1=" " ind2=" "><subfield code="z">3-03943-244-3</subfield></datafield><datafield tag="776" ind1=" " ind2=" "><subfield code="z">3-03943-245-1</subfield></datafield><datafield tag="700" ind1="1" ind2=" "><subfield code="a">Tang, Wenwu</subfield><subfield code="4">edt</subfield></datafield><datafield tag="700" ind1="1" ind2=" "><subfield code="a">Huang, Qunying</subfield><subfield code="4">edt</subfield></datafield><datafield tag="700" ind1="1" ind2=" "><subfield code="a">Shook, Eric</subfield><subfield code="4">edt</subfield></datafield><datafield tag="700" ind1="1" ind2=" "><subfield code="a">Guan, Qingfeng</subfield><subfield code="4">edt</subfield></datafield><datafield tag="700" ind1="1" ind2=" "><subfield code="a">Li, Zhenlong</subfield><subfield code="4">oth</subfield></datafield><datafield tag="700" ind1="1" ind2=" "><subfield code="a">Tang, Wenwu</subfield><subfield code="4">oth</subfield></datafield><datafield tag="700" ind1="1" ind2=" "><subfield code="a">Huang, Qunying</subfield><subfield code="4">oth</subfield></datafield><datafield tag="700" ind1="1" ind2=" "><subfield code="a">Shook, Eric</subfield><subfield code="4">oth</subfield></datafield><datafield tag="700" ind1="1" ind2=" "><subfield code="a">Guan, Qingfeng</subfield><subfield code="4">oth</subfield></datafield><datafield tag="906" ind1=" " ind2=" "><subfield code="a">BOOK</subfield></datafield><datafield tag="ADM" ind1=" " ind2=" "><subfield code="b">2024-06-07 01:41:27 Europe/Vienna</subfield><subfield code="f">system</subfield><subfield code="c">marc21</subfield><subfield code="a">2022-04-04 09:22:53 Europe/Vienna</subfield><subfield code="g">false</subfield></datafield><datafield tag="AVE" ind1=" " ind2=" "><subfield code="i">DOAB Directory of Open Access Books</subfield><subfield code="P">DOAB Directory of Open Access Books</subfield><subfield code="x">https://eu02.alma.exlibrisgroup.com/view/uresolver/43ACC_OEAW/openurl?u.ignore_date_coverage=true&portfolio_pid=5338239830004498&Force_direct=true</subfield><subfield code="Z">5338239830004498</subfield><subfield code="b">Available</subfield><subfield code="8">5338239830004498</subfield></datafield></record></collection> |