SMART POVERTY ALLEVIATION ARCHITECTURE BASED ON GEOMATICS BIG DATA

With the rapid development of geomatics industry, it has accumulated a large amount of data such as digital city and national geoinformation survey, entered the geomatics big data era. At present, there are some researches on the collection and display of poverty alleviation based on geomatics. Howe...

Full description

Bibliographic Details
Main Authors: S. Wu, R. C. Qu, C. L. Pan, Z. Y. Bao, X. J. Feng
Format: Article
Language:English
Published: Copernicus Publications 2020-02-01
Series:The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences
Online Access:https://www.int-arch-photogramm-remote-sens-spatial-inf-sci.net/XLII-3-W10/45/2020/isprs-archives-XLII-3-W10-45-2020.pdf
id doaj-a1bfe4bb8af54a84a91bbd87b4032c9f
record_format Article
spelling doaj-a1bfe4bb8af54a84a91bbd87b4032c9f2020-11-25T00:28:39ZengCopernicus PublicationsThe International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences1682-17502194-90342020-02-01XLII-3-W10454810.5194/isprs-archives-XLII-3-W10-45-2020SMART POVERTY ALLEVIATION ARCHITECTURE BASED ON GEOMATICS BIG DATAS. Wu0R. C. Qu1C. L. Pan2Z. Y. Bao3X. J. Feng4Guangxi Institute of Surveying and Mapping of Remote Sensing Information, Nanning, ChinaGuangxi Institute of Surveying and Mapping of Remote Sensing Information, Nanning, ChinaGuangxi Institute of Surveying and Mapping of Remote Sensing Information, Nanning, ChinaGuangxi Institute of Surveying and Mapping of Remote Sensing Information, Nanning, ChinaGuangxi Institute of Surveying and Mapping of Remote Sensing Information, Nanning, ChinaWith the rapid development of geomatics industry, it has accumulated a large amount of data such as digital city and national geoinformation survey, entered the geomatics big data era. At present, there are some researches on the collection and display of poverty alleviation based on geomatics. However, there are relatively few studies on smart poverty alleviation. Many problems need to be solved. It proposes a smart poverty alleviation architecture based on large geomatics data.It realizes the collection and monitor of smart poverty alleviation in administrative regions at all Levels, such as household, village, Township and county.It realizes the visualization of smart poverty alleviation with geomatics big data.It can poverty alleviation recommendation precisely.Aiming at this model,it proposes a precise poverty alleviation recommendation algorithm based on multi-dimensional correlation analysis. It uses Higher Order Singular Value Decomposition (HOSVD) algorithm to mine the relationship between geomatics and poverty alleviation, and recommends poverty alleviation policies. The research has certain practice and test. The architecture can effectively recommend poverty alleviation assistance policies, improve the efficiency of poverty alleviation archives collation, shorten the period of poverty alleviation archives collation, and improve the storage and access methods of poverty alleviation archives. It improves the efficiency of poverty alleviation collection, monitoring and assistance.https://www.int-arch-photogramm-remote-sens-spatial-inf-sci.net/XLII-3-W10/45/2020/isprs-archives-XLII-3-W10-45-2020.pdf
collection DOAJ
language English
format Article
sources DOAJ
author S. Wu
R. C. Qu
C. L. Pan
Z. Y. Bao
X. J. Feng
spellingShingle S. Wu
R. C. Qu
C. L. Pan
Z. Y. Bao
X. J. Feng
SMART POVERTY ALLEVIATION ARCHITECTURE BASED ON GEOMATICS BIG DATA
The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences
author_facet S. Wu
R. C. Qu
C. L. Pan
Z. Y. Bao
X. J. Feng
author_sort S. Wu
title SMART POVERTY ALLEVIATION ARCHITECTURE BASED ON GEOMATICS BIG DATA
title_short SMART POVERTY ALLEVIATION ARCHITECTURE BASED ON GEOMATICS BIG DATA
title_full SMART POVERTY ALLEVIATION ARCHITECTURE BASED ON GEOMATICS BIG DATA
title_fullStr SMART POVERTY ALLEVIATION ARCHITECTURE BASED ON GEOMATICS BIG DATA
title_full_unstemmed SMART POVERTY ALLEVIATION ARCHITECTURE BASED ON GEOMATICS BIG DATA
title_sort smart poverty alleviation architecture based on geomatics big data
publisher Copernicus Publications
series The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences
issn 1682-1750
2194-9034
publishDate 2020-02-01
description With the rapid development of geomatics industry, it has accumulated a large amount of data such as digital city and national geoinformation survey, entered the geomatics big data era. At present, there are some researches on the collection and display of poverty alleviation based on geomatics. However, there are relatively few studies on smart poverty alleviation. Many problems need to be solved. It proposes a smart poverty alleviation architecture based on large geomatics data.It realizes the collection and monitor of smart poverty alleviation in administrative regions at all Levels, such as household, village, Township and county.It realizes the visualization of smart poverty alleviation with geomatics big data.It can poverty alleviation recommendation precisely.Aiming at this model,it proposes a precise poverty alleviation recommendation algorithm based on multi-dimensional correlation analysis. It uses Higher Order Singular Value Decomposition (HOSVD) algorithm to mine the relationship between geomatics and poverty alleviation, and recommends poverty alleviation policies. The research has certain practice and test. The architecture can effectively recommend poverty alleviation assistance policies, improve the efficiency of poverty alleviation archives collation, shorten the period of poverty alleviation archives collation, and improve the storage and access methods of poverty alleviation archives. It improves the efficiency of poverty alleviation collection, monitoring and assistance.
url https://www.int-arch-photogramm-remote-sens-spatial-inf-sci.net/XLII-3-W10/45/2020/isprs-archives-XLII-3-W10-45-2020.pdf
work_keys_str_mv AT swu smartpovertyalleviationarchitecturebasedongeomaticsbigdata
AT rcqu smartpovertyalleviationarchitecturebasedongeomaticsbigdata
AT clpan smartpovertyalleviationarchitecturebasedongeomaticsbigdata
AT zybao smartpovertyalleviationarchitecturebasedongeomaticsbigdata
AT xjfeng smartpovertyalleviationarchitecturebasedongeomaticsbigdata
_version_ 1725335050006822912