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Spatiotemporal Evolution of Non-Grain Production of Cultivated Land and Its Underlying Factors in China
Food security is the foundation of development. We comprehensively characterized the spatiotemporal patterns of non-grain production (NGP) areas in China and elucidated the underlying factors driving NGP. Our objectives were to map NGP on cultivated land (NGPCL) in China, and to quantify its spatiot...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9266847/ https://www.ncbi.nlm.nih.gov/pubmed/35805876 http://dx.doi.org/10.3390/ijerph19138210 |
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author | Zhu, Zhiyuan Dai, Zhenzhong Li, Shilin Feng, Yongzhong |
author_facet | Zhu, Zhiyuan Dai, Zhenzhong Li, Shilin Feng, Yongzhong |
author_sort | Zhu, Zhiyuan |
collection | PubMed |
description | Food security is the foundation of development. We comprehensively characterized the spatiotemporal patterns of non-grain production (NGP) areas in China and elucidated the underlying factors driving NGP. Our objectives were to map NGP on cultivated land (NGPCL) in China, and to quantify its spatiotemporal patterns, to investigate the factors underlying NGP spatial differentiation, and to provide a scientific basis for developing NGP management policies and reference points for protecting cultivated land in other countries. We mapped NGPCL in China from 2000 to 2018 using remote sensing and geographic information system data. The spatiotemporal evolution of the NGP rate (NGPR) was also investigated. The dominant factors driving NGP progression and associated interactions were identified using geographic detectors. From 2000 to 2018, the NGPR gradually decreased from 63.02% to 52.82%. NGPR was high in the west and low in the east, and its spatial differentiation and clustering patterns were statistically significant. Precipitation, temperature, altitude, and soil carbon content were the dominant factors affecting the spatial differentiation in NGPR. The interaction between these factors enhanced the spatial differentiation. |
format | Online Article Text |
id | pubmed-9266847 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-92668472022-07-09 Spatiotemporal Evolution of Non-Grain Production of Cultivated Land and Its Underlying Factors in China Zhu, Zhiyuan Dai, Zhenzhong Li, Shilin Feng, Yongzhong Int J Environ Res Public Health Article Food security is the foundation of development. We comprehensively characterized the spatiotemporal patterns of non-grain production (NGP) areas in China and elucidated the underlying factors driving NGP. Our objectives were to map NGP on cultivated land (NGPCL) in China, and to quantify its spatiotemporal patterns, to investigate the factors underlying NGP spatial differentiation, and to provide a scientific basis for developing NGP management policies and reference points for protecting cultivated land in other countries. We mapped NGPCL in China from 2000 to 2018 using remote sensing and geographic information system data. The spatiotemporal evolution of the NGP rate (NGPR) was also investigated. The dominant factors driving NGP progression and associated interactions were identified using geographic detectors. From 2000 to 2018, the NGPR gradually decreased from 63.02% to 52.82%. NGPR was high in the west and low in the east, and its spatial differentiation and clustering patterns were statistically significant. Precipitation, temperature, altitude, and soil carbon content were the dominant factors affecting the spatial differentiation in NGPR. The interaction between these factors enhanced the spatial differentiation. MDPI 2022-07-05 /pmc/articles/PMC9266847/ /pubmed/35805876 http://dx.doi.org/10.3390/ijerph19138210 Text en © 2022 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Zhu, Zhiyuan Dai, Zhenzhong Li, Shilin Feng, Yongzhong Spatiotemporal Evolution of Non-Grain Production of Cultivated Land and Its Underlying Factors in China |
title | Spatiotemporal Evolution of Non-Grain Production of Cultivated Land and Its Underlying Factors in China |
title_full | Spatiotemporal Evolution of Non-Grain Production of Cultivated Land and Its Underlying Factors in China |
title_fullStr | Spatiotemporal Evolution of Non-Grain Production of Cultivated Land and Its Underlying Factors in China |
title_full_unstemmed | Spatiotemporal Evolution of Non-Grain Production of Cultivated Land and Its Underlying Factors in China |
title_short | Spatiotemporal Evolution of Non-Grain Production of Cultivated Land and Its Underlying Factors in China |
title_sort | spatiotemporal evolution of non-grain production of cultivated land and its underlying factors in china |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9266847/ https://www.ncbi.nlm.nih.gov/pubmed/35805876 http://dx.doi.org/10.3390/ijerph19138210 |
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