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Impacts of environment and human activity on grid-scale land cropping suitability and optimization of planting structure, measured based on the MaxEnt model
Making full use of agricultural resource endowment, determining the planting suitability of areas for different crops according to the environment and human activities, and optimizing planting structure are important ways to ensure stable increases in crop yield and improve food production capacity....
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Published in: | The Science of the total environment 2022-08, Vol.836, p.155356-155356, Article 155356 |
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creator | Yang, Shiliang Wang, Huimin Tong, Jinping Bai, Yang Alatalo, Juha M. Liu, Gang Fang, Zhou Zhang, Fan |
description | Making full use of agricultural resource endowment, determining the planting suitability of areas for different crops according to the environment and human activities, and optimizing planting structure are important ways to ensure stable increases in crop yield and improve food production capacity. Taking Songhua River Basin (SRB) as an example, this study used geographic distribution information on different crops and the Maximum Entropy (MaxEnt) model to determine the degree of suitability of land in SRB for cropping, and to optimize the layout of crop planting structure. The results showed that the main factors affecting land suitability for different crops, with a combined contribution >80%, were population density, Distance from road to cultivated land, normalized difference vegetation index, and total phosphorus. Under the joint influence of the environment and human activity, the total unsuitable area of the four crops became much more extensive, with the unsuitable area of soybean being the largest (173 thousand km2) and the smallest for wheat (128 thousand km2). The highly suitable area was largest for wheat (2 thousand km2), while the other three crops were less than 2 thousand km2. Suitable distribution areas for all four crops were mainly located in the center of the basin (Songnen Plain) and in a wedge in the northeast corner (Sanjiang Plain). The relationships between different crops and environment and human activities revealed that crop suitability distribution is mainly determined by human activities, rather than the environment. These results provide a scientific basis for optimizing crop layout and improving the planting system, ensuring the security of food production.
[Display omitted]
•Crop suitability is mainly determined by human activities rather than environment.•Potential distribution of crops simulated by the MaxEnt model was quite smaller.•Human activities reduced the area suitable for crop growth but increase grain yield.•Spatial differences in crop structure types and fragmentation were greater. |
doi_str_mv | 10.1016/j.scitotenv.2022.155356 |
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[Display omitted]
•Crop suitability is mainly determined by human activities rather than environment.•Potential distribution of crops simulated by the MaxEnt model was quite smaller.•Human activities reduced the area suitable for crop growth but increase grain yield.•Spatial differences in crop structure types and fragmentation were greater.</description><identifier>ISSN: 0048-9697</identifier><identifier>EISSN: 1879-1026</identifier><identifier>DOI: 10.1016/j.scitotenv.2022.155356</identifier><identifier>PMID: 35460781</identifier><language>eng</language><publisher>Netherlands: Elsevier B.V</publisher><subject>Climate change ; Crops suitability ; Food production ; Human activity ; Planting structure</subject><ispartof>The Science of the total environment, 2022-08, Vol.836, p.155356-155356, Article 155356</ispartof><rights>2022 Elsevier B.V.</rights><rights>Copyright © 2022 Elsevier B.V. All rights reserved.</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c371t-e0d11d2f30a9d5427edbfd47584dd6961f5296e391ff9fe2dad0221752e7b2033</citedby><cites>FETCH-LOGICAL-c371t-e0d11d2f30a9d5427edbfd47584dd6961f5296e391ff9fe2dad0221752e7b2033</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><link.rule.ids>314,778,782,27907,27908</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/35460781$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Yang, Shiliang</creatorcontrib><creatorcontrib>Wang, Huimin</creatorcontrib><creatorcontrib>Tong, Jinping</creatorcontrib><creatorcontrib>Bai, Yang</creatorcontrib><creatorcontrib>Alatalo, Juha M.</creatorcontrib><creatorcontrib>Liu, Gang</creatorcontrib><creatorcontrib>Fang, Zhou</creatorcontrib><creatorcontrib>Zhang, Fan</creatorcontrib><title>Impacts of environment and human activity on grid-scale land cropping suitability and optimization of planting structure, measured based on the MaxEnt model</title><title>The Science of the total environment</title><addtitle>Sci Total Environ</addtitle><description>Making full use of agricultural resource endowment, determining the planting suitability of areas for different crops according to the environment and human activities, and optimizing planting structure are important ways to ensure stable increases in crop yield and improve food production capacity. Taking Songhua River Basin (SRB) as an example, this study used geographic distribution information on different crops and the Maximum Entropy (MaxEnt) model to determine the degree of suitability of land in SRB for cropping, and to optimize the layout of crop planting structure. The results showed that the main factors affecting land suitability for different crops, with a combined contribution >80%, were population density, Distance from road to cultivated land, normalized difference vegetation index, and total phosphorus. Under the joint influence of the environment and human activity, the total unsuitable area of the four crops became much more extensive, with the unsuitable area of soybean being the largest (173 thousand km2) and the smallest for wheat (128 thousand km2). The highly suitable area was largest for wheat (2 thousand km2), while the other three crops were less than 2 thousand km2. Suitable distribution areas for all four crops were mainly located in the center of the basin (Songnen Plain) and in a wedge in the northeast corner (Sanjiang Plain). The relationships between different crops and environment and human activities revealed that crop suitability distribution is mainly determined by human activities, rather than the environment. These results provide a scientific basis for optimizing crop layout and improving the planting system, ensuring the security of food production.
[Display omitted]
•Crop suitability is mainly determined by human activities rather than environment.•Potential distribution of crops simulated by the MaxEnt model was quite smaller.•Human activities reduced the area suitable for crop growth but increase grain yield.•Spatial differences in crop structure types and fragmentation were greater.</description><subject>Climate change</subject><subject>Crops suitability</subject><subject>Food production</subject><subject>Human activity</subject><subject>Planting structure</subject><issn>0048-9697</issn><issn>1879-1026</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2022</creationdate><recordtype>article</recordtype><recordid>eNqFkcFu3CAQhlHVqtmmfYWWYw_1FrANyzGK0jRSql6SM8IwJKyMcQGvkj5LH7Y4m-ZaDjDSfPPPDD9CnyjZUkL51_02G19igemwZYSxLe37tuev0IbuhGwoYfw12hDS7RrJpThB73Lek3rEjr5FJ23f8TXcoD9XYdamZBwdrmI-xSnAVLCeLL5fgp5wzfqDL484Tvguedtko0fA40qYFOfZT3c4L77owY8rtybiXHzwv3XxtapKzxUvT2BJiylLgi84gM41sHjQud4VLPeAf-iHi9o_RAvje_TG6THDh-f3FN1-u7g5_95c_7y8Oj-7bkwraGmAWEotcy3R0vYdE2AHZzvR7zprueTU9UxyaCV1TjpgVtv6ZVT0DMTASNueos9H3TnFXwvkooLPBsY6NMQlK8ZXVSkJrag4onX1nBM4NScfdHpUlKjVGrVXL9ao1Rp1tKZWfnxusgwB7EvdPy8qcHYEoK568JBWIZgMWJ_AFGWj_2-Tv3bdqB4</recordid><startdate>20220825</startdate><enddate>20220825</enddate><creator>Yang, Shiliang</creator><creator>Wang, Huimin</creator><creator>Tong, Jinping</creator><creator>Bai, Yang</creator><creator>Alatalo, Juha M.</creator><creator>Liu, Gang</creator><creator>Fang, Zhou</creator><creator>Zhang, Fan</creator><general>Elsevier B.V</general><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7X8</scope></search><sort><creationdate>20220825</creationdate><title>Impacts of environment and human activity on grid-scale land cropping suitability and optimization of planting structure, measured based on the MaxEnt model</title><author>Yang, Shiliang ; Wang, Huimin ; Tong, Jinping ; Bai, Yang ; Alatalo, Juha M. ; Liu, Gang ; Fang, Zhou ; Zhang, Fan</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c371t-e0d11d2f30a9d5427edbfd47584dd6961f5296e391ff9fe2dad0221752e7b2033</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2022</creationdate><topic>Climate change</topic><topic>Crops suitability</topic><topic>Food production</topic><topic>Human activity</topic><topic>Planting structure</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Yang, Shiliang</creatorcontrib><creatorcontrib>Wang, Huimin</creatorcontrib><creatorcontrib>Tong, Jinping</creatorcontrib><creatorcontrib>Bai, Yang</creatorcontrib><creatorcontrib>Alatalo, Juha M.</creatorcontrib><creatorcontrib>Liu, Gang</creatorcontrib><creatorcontrib>Fang, Zhou</creatorcontrib><creatorcontrib>Zhang, Fan</creatorcontrib><collection>PubMed</collection><collection>CrossRef</collection><collection>MEDLINE - Academic</collection><jtitle>The Science of the total environment</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Yang, Shiliang</au><au>Wang, Huimin</au><au>Tong, Jinping</au><au>Bai, Yang</au><au>Alatalo, Juha M.</au><au>Liu, Gang</au><au>Fang, Zhou</au><au>Zhang, Fan</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Impacts of environment and human activity on grid-scale land cropping suitability and optimization of planting structure, measured based on the MaxEnt model</atitle><jtitle>The Science of the total environment</jtitle><addtitle>Sci Total Environ</addtitle><date>2022-08-25</date><risdate>2022</risdate><volume>836</volume><spage>155356</spage><epage>155356</epage><pages>155356-155356</pages><artnum>155356</artnum><issn>0048-9697</issn><eissn>1879-1026</eissn><abstract>Making full use of agricultural resource endowment, determining the planting suitability of areas for different crops according to the environment and human activities, and optimizing planting structure are important ways to ensure stable increases in crop yield and improve food production capacity. Taking Songhua River Basin (SRB) as an example, this study used geographic distribution information on different crops and the Maximum Entropy (MaxEnt) model to determine the degree of suitability of land in SRB for cropping, and to optimize the layout of crop planting structure. The results showed that the main factors affecting land suitability for different crops, with a combined contribution >80%, were population density, Distance from road to cultivated land, normalized difference vegetation index, and total phosphorus. Under the joint influence of the environment and human activity, the total unsuitable area of the four crops became much more extensive, with the unsuitable area of soybean being the largest (173 thousand km2) and the smallest for wheat (128 thousand km2). The highly suitable area was largest for wheat (2 thousand km2), while the other three crops were less than 2 thousand km2. Suitable distribution areas for all four crops were mainly located in the center of the basin (Songnen Plain) and in a wedge in the northeast corner (Sanjiang Plain). The relationships between different crops and environment and human activities revealed that crop suitability distribution is mainly determined by human activities, rather than the environment. These results provide a scientific basis for optimizing crop layout and improving the planting system, ensuring the security of food production.
[Display omitted]
•Crop suitability is mainly determined by human activities rather than environment.•Potential distribution of crops simulated by the MaxEnt model was quite smaller.•Human activities reduced the area suitable for crop growth but increase grain yield.•Spatial differences in crop structure types and fragmentation were greater.</abstract><cop>Netherlands</cop><pub>Elsevier B.V</pub><pmid>35460781</pmid><doi>10.1016/j.scitotenv.2022.155356</doi><tpages>1</tpages></addata></record> |
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subjects | Climate change Crops suitability Food production Human activity Planting structure |
title | Impacts of environment and human activity on grid-scale land cropping suitability and optimization of planting structure, measured based on the MaxEnt model |
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