The Standardization and Harmonization of Land Cover Classification Systems towards Harmonized Datasets: A Review

A number of national, regional and global land cover classification systems have been developed to meet specific user requirements for land cover mapping exercises, independent of scale, nomenclature and quality. However, this variety of land-cover classification systems limits the compatibility and...

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Main Authors: Hui Yang, Songnian Li, Jun Chen, Xiaolu Zhang, Shishuo Xu
Format: Article
Language:English
Published: MDPI AG 2017-05-01
Series:ISPRS International Journal of Geo-Information
Subjects:
Online Access:http://www.mdpi.com/2220-9964/6/5/154
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spelling doaj-f324a23bc81f403f88ba218c5c735f8f2020-11-24T22:56:03ZengMDPI AGISPRS International Journal of Geo-Information2220-99642017-05-016515410.3390/ijgi6050154ijgi6050154The Standardization and Harmonization of Land Cover Classification Systems towards Harmonized Datasets: A ReviewHui Yang0Songnian Li1Jun Chen2Xiaolu Zhang3Shishuo Xu4School of Resource and Earth Sciences, China University of Mining and Technology, Xuzhou 221116, ChinaDepartment of Civil Engineering, Ryerson University, Toronto, ON M5B 2K3, CanadaGeomatics Center of China, Beijing 100830, ChinaSchool of Resource and Earth Sciences, China University of Mining and Technology, Xuzhou 221116, ChinaSchool of Resource and Earth Sciences, China University of Mining and Technology, Xuzhou 221116, ChinaA number of national, regional and global land cover classification systems have been developed to meet specific user requirements for land cover mapping exercises, independent of scale, nomenclature and quality. However, this variety of land-cover classification systems limits the compatibility and comparability of land cover data. Furthermore, the current lack of interoperability between different land cover datasets, often stemming from incompatible land cover classification systems, makes analysis of multi-source, heterogeneous land cover data for various applications a very difficult task. This paper provides a critical review of the harmonization of land cover classification systems, which facilitates the generation, use and analysis of land cover maps consistently. Harmonization of existing land cover classification systems is essential to improve their cross-comparison and validation for understanding landscape patterns and changes. The paper reviews major land cover classification standards according to different scales, summarizes studies on harmonizing land cover mapping, and discusses some research problems that need to be solved and some future research directions.http://www.mdpi.com/2220-9964/6/5/154land coverclassification systemstandardharmonization
collection DOAJ
language English
format Article
sources DOAJ
author Hui Yang
Songnian Li
Jun Chen
Xiaolu Zhang
Shishuo Xu
spellingShingle Hui Yang
Songnian Li
Jun Chen
Xiaolu Zhang
Shishuo Xu
The Standardization and Harmonization of Land Cover Classification Systems towards Harmonized Datasets: A Review
ISPRS International Journal of Geo-Information
land cover
classification system
standard
harmonization
author_facet Hui Yang
Songnian Li
Jun Chen
Xiaolu Zhang
Shishuo Xu
author_sort Hui Yang
title The Standardization and Harmonization of Land Cover Classification Systems towards Harmonized Datasets: A Review
title_short The Standardization and Harmonization of Land Cover Classification Systems towards Harmonized Datasets: A Review
title_full The Standardization and Harmonization of Land Cover Classification Systems towards Harmonized Datasets: A Review
title_fullStr The Standardization and Harmonization of Land Cover Classification Systems towards Harmonized Datasets: A Review
title_full_unstemmed The Standardization and Harmonization of Land Cover Classification Systems towards Harmonized Datasets: A Review
title_sort standardization and harmonization of land cover classification systems towards harmonized datasets: a review
publisher MDPI AG
series ISPRS International Journal of Geo-Information
issn 2220-9964
publishDate 2017-05-01
description A number of national, regional and global land cover classification systems have been developed to meet specific user requirements for land cover mapping exercises, independent of scale, nomenclature and quality. However, this variety of land-cover classification systems limits the compatibility and comparability of land cover data. Furthermore, the current lack of interoperability between different land cover datasets, often stemming from incompatible land cover classification systems, makes analysis of multi-source, heterogeneous land cover data for various applications a very difficult task. This paper provides a critical review of the harmonization of land cover classification systems, which facilitates the generation, use and analysis of land cover maps consistently. Harmonization of existing land cover classification systems is essential to improve their cross-comparison and validation for understanding landscape patterns and changes. The paper reviews major land cover classification standards according to different scales, summarizes studies on harmonizing land cover mapping, and discusses some research problems that need to be solved and some future research directions.
topic land cover
classification system
standard
harmonization
url http://www.mdpi.com/2220-9964/6/5/154
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