Recent progress and future prospect of digital soil mapping: A review

To deal with the global and regional issues including food security, climate change, land degradation, biodiversity loss, water resource management, and ecosystem health, detailed accurate spatial soil information is urgently needed. This drives the worldwide development of digital soil mapping. In...

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Main Authors: Gan-lin ZHANG, Feng LIU, Xiao-dong SONG
Format: Article
Language:English
Published: Elsevier 2017-12-01
Series:Journal of Integrative Agriculture
Subjects:
Online Access:http://www.sciencedirect.com/science/article/pii/S2095311917617623
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spelling doaj-262e790e374e445e9dc345eb1d31a4742021-06-08T04:39:12ZengElsevierJournal of Integrative Agriculture2095-31192017-12-01161228712885Recent progress and future prospect of digital soil mapping: A reviewGan-lin ZHANG0Feng LIU1Xiao-dong SONG2State Key Laboratory of Soil and Sustainable Agriculture, Institute of Soil Science, Chinese Academy of Sciences, Nanjing 210008, P.R.China; University of Chinese Academy of Sciences, Beijing 100049, P.R.China; Correspondence ZHANG Gan-linState Key Laboratory of Soil and Sustainable Agriculture, Institute of Soil Science, Chinese Academy of Sciences, Nanjing 210008, P.R.ChinaState Key Laboratory of Soil and Sustainable Agriculture, Institute of Soil Science, Chinese Academy of Sciences, Nanjing 210008, P.R.ChinaTo deal with the global and regional issues including food security, climate change, land degradation, biodiversity loss, water resource management, and ecosystem health, detailed accurate spatial soil information is urgently needed. This drives the worldwide development of digital soil mapping. In recent years, significant progresses have been made in different aspects of digital soil mapping. The main purpose of this paper is to provide a review for the major progresses of digital soil mapping in the last decade. First, we briefly described the rise of digital soil mapping and outlined important milestones and their influence, and main paradigms in digital soil mapping. Then, we reviewed the progresses in legacy soil data, environmental covariates, soil sampling, predictive models and the applications of digital soil mapping products. Finally, we summarized the main trends and future prospect as revealed by studies up to now. We concluded that although the digital soil mapping is now moving towards mature to meet various demands of soil information, challenges including new theories, methodologies and applications of digital soil mapping, especially for highly heterogeneous and human-affected environments, still exist and need to be addressed in the future.http://www.sciencedirect.com/science/article/pii/S2095311917617623digital soil mappingsoil-landscape modelpredictive modelssoil functionsspatial variation
collection DOAJ
language English
format Article
sources DOAJ
author Gan-lin ZHANG
Feng LIU
Xiao-dong SONG
spellingShingle Gan-lin ZHANG
Feng LIU
Xiao-dong SONG
Recent progress and future prospect of digital soil mapping: A review
Journal of Integrative Agriculture
digital soil mapping
soil-landscape model
predictive models
soil functions
spatial variation
author_facet Gan-lin ZHANG
Feng LIU
Xiao-dong SONG
author_sort Gan-lin ZHANG
title Recent progress and future prospect of digital soil mapping: A review
title_short Recent progress and future prospect of digital soil mapping: A review
title_full Recent progress and future prospect of digital soil mapping: A review
title_fullStr Recent progress and future prospect of digital soil mapping: A review
title_full_unstemmed Recent progress and future prospect of digital soil mapping: A review
title_sort recent progress and future prospect of digital soil mapping: a review
publisher Elsevier
series Journal of Integrative Agriculture
issn 2095-3119
publishDate 2017-12-01
description To deal with the global and regional issues including food security, climate change, land degradation, biodiversity loss, water resource management, and ecosystem health, detailed accurate spatial soil information is urgently needed. This drives the worldwide development of digital soil mapping. In recent years, significant progresses have been made in different aspects of digital soil mapping. The main purpose of this paper is to provide a review for the major progresses of digital soil mapping in the last decade. First, we briefly described the rise of digital soil mapping and outlined important milestones and their influence, and main paradigms in digital soil mapping. Then, we reviewed the progresses in legacy soil data, environmental covariates, soil sampling, predictive models and the applications of digital soil mapping products. Finally, we summarized the main trends and future prospect as revealed by studies up to now. We concluded that although the digital soil mapping is now moving towards mature to meet various demands of soil information, challenges including new theories, methodologies and applications of digital soil mapping, especially for highly heterogeneous and human-affected environments, still exist and need to be addressed in the future.
topic digital soil mapping
soil-landscape model
predictive models
soil functions
spatial variation
url http://www.sciencedirect.com/science/article/pii/S2095311917617623
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