{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,5,14]],"date-time":"2025-05-14T02:38:34Z","timestamp":1747190314291,"version":"3.40.5"},"reference-count":31,"publisher":"Wiley","license":[{"start":{"date-parts":[[2020,11,28]],"date-time":"2020-11-28T00:00:00Z","timestamp":1606521600000},"content-version":"unspecified","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/"}],"funder":[{"name":"National Office of Philosophy and Social Sciences Ethnology","award":["19BMZ083"],"award-info":[{"award-number":["19BMZ083"]}]},{"name":"Miao Ethnic Costume Culture","award":["19BMZ083"],"award-info":[{"award-number":["19BMZ083"]}]},{"name":"Transformation of Contemporary Innovation in Wuxi Valley","award":["19BMZ083"],"award-info":[{"award-number":["19BMZ083"]}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Complexity"],"published-print":{"date-parts":[[2020,11,28]]},"abstract":"<jats:p>Big data has brought about opportunities for landscape architecture, changing the design thinking of layout optimization simulation, expanding the platform for public participation in layout optimization simulation design, reflecting social and humanistic care, and promoting the integration of discipline cooperation and data. At the same time, it also brings about challenges. The proposal of data theory, the acquisition and analysis of data, and the protection of privacy are all issues that we need to face and solve. First, build a layout optimization simulation program under the background of big data. Follow the procedures of conventional layout optimization simulation, add big data analysis technology to the preliminary analysis, layout optimization simulation design, and later evaluation management, introduce new data processing methods, and build a theoretical framework of landscape optimization simulation methods that integrate new and traditional data. Second, studying the evolution of the landscape image layout of the three-dimensional pastoral complex is different: the overall landscape image layout of the three-dimensional pastoral complex shows a trend of fragmentation and heterogeneity. Among them, the arable land is gradually fragmented, the wetland and water area are simplified in form, the woodland and grassland patches are gradually distributed, the fragmentation is reduced by 76.19%, and the connectivity index is gradually increased. From a spatial perspective, the edge area outside the Fourth Ring Road becomes the most obvious area of fragmentation tendency. Finally, by introducing big data into the landscape layout optimization simulation, a layout optimization simulation method based on big data is constructed and used in the layout optimization simulation of the landscape image layout of the three-dimensional pastoral complex to guide the participatory layout optimization simulation.<\/jats:p>","DOI":"10.1155\/2020\/6620216","type":"journal-article","created":{"date-parts":[[2020,11,29]],"date-time":"2020-11-29T18:50:05Z","timestamp":1606675805000},"page":"1-11","source":"Crossref","is-referenced-by-count":3,"title":["Landscape Image Layout Optimization Extraction Simulation of 3D Pastoral Complex under Big Data Analysis"],"prefix":"10.1155","volume":"2020","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-3701-601X","authenticated-orcid":true,"given":"Juan","family":"Du","sequence":"first","affiliation":[{"name":"College of Horticulture, Hunan Agriculture University, Changsha 410000, Hunan, China"},{"name":"College of Art, Hunan City University, Yiyang 413000, Hunan, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Yuelin","family":"Long","sequence":"additional","affiliation":[{"name":"College of Art, Hunan City University, Yiyang 413000, Hunan, China"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"311","reference":[{"key":"1","doi-asserted-by":"publisher","DOI":"10.1109\/tcad.2015.2512903"},{"key":"2","doi-asserted-by":"publisher","DOI":"10.1007\/s11263-014-0752-2"},{"key":"3","doi-asserted-by":"publisher","DOI":"10.1016\/j.ecolind.2017.09.002"},{"key":"4","doi-asserted-by":"publisher","DOI":"10.1299\/transjsme.17-00320"},{"key":"5","doi-asserted-by":"publisher","DOI":"10.4208\/nmtma.2015.w14si"},{"key":"6","doi-asserted-by":"publisher","DOI":"10.1109\/tcad.2015.2513008"},{"key":"7","doi-asserted-by":"publisher","DOI":"10.1109\/tcad.2015.2394398"},{"key":"8","doi-asserted-by":"publisher","DOI":"10.1016\/j.apor.2018.06.010"},{"key":"9","doi-asserted-by":"publisher","DOI":"10.1007\/s00158-019-02200-2"},{"key":"10","doi-asserted-by":"publisher","DOI":"10.1007\/s11227-016-1772-1"},{"key":"11","doi-asserted-by":"publisher","DOI":"10.1109\/tmech.2015.2404031"},{"key":"12","doi-asserted-by":"publisher","DOI":"10.1109\/tpel.2015.2502759"},{"key":"13","doi-asserted-by":"publisher","DOI":"10.1016\/j.microrel.2017.08.012"},{"key":"14","doi-asserted-by":"publisher","DOI":"10.1109\/jlt.2018.2881746"},{"key":"15","doi-asserted-by":"publisher","DOI":"10.1007\/s00158-016-1426-1"},{"issue":"10","key":"16","first-page":"278","article-title":"Spatial differentiation and layout optimization of rural settlements in hill ecological protection area","volume":"33","author":"L. Meng","year":"2017","journal-title":"Transactions of the Chinese Society of Agricultural Engineering"},{"key":"17","doi-asserted-by":"publisher","DOI":"10.1007\/s00158-015-1260-x"},{"issue":"4","key":"18","first-page":"1181","article-title":"Prediction and verification of risk loss cost for improved natural gas network layout optimization","volume":"148","author":"S. Peng","year":"2018","journal-title":"Energy"},{"key":"19","doi-asserted-by":"publisher","DOI":"10.1016\/j.ast.2018.04.028"},{"key":"20","doi-asserted-by":"publisher","DOI":"10.1177\/1541931215591224"},{"key":"21","doi-asserted-by":"publisher","DOI":"10.1016\/j.powtec.2015.02.039"},{"key":"22","doi-asserted-by":"publisher","DOI":"10.1007\/s00170-015-6990-9"},{"key":"23","doi-asserted-by":"publisher","DOI":"10.4028\/www.scientific.net\/msf.941.784"},{"key":"24","doi-asserted-by":"publisher","DOI":"10.1007\/978-1-4899-7547-8_8"},{"issue":"3","key":"25","first-page":"38.1","article-title":"Optimization of complex dataflows with user-defined functions","volume":"50","author":"A. Rheinlaender","year":"2017","journal-title":"ACM Computing Surveys"},{"key":"26","doi-asserted-by":"publisher","DOI":"10.3109\/03639045.2013.858735"},{"key":"27","doi-asserted-by":"publisher","DOI":"10.1097\/hp.0000000000001111"},{"issue":"9","key":"28","first-page":"42","article-title":"Reinforcement layout optimization of members under complex stress states and multiple loading cases","volume":"41","author":"H. Z. Zhang","year":"2014","journal-title":"Journal of Hunan University (Natural Ences)"},{"key":"29","doi-asserted-by":"crossref","first-page":"114189","DOI":"10.1016\/j.apenergy.2019.114189","article-title":"A new wake model and comparison of eight algorithms for layout optimization of wind farms in complex terrain","volume":"259","author":"R. Brogna","year":"2019","journal-title":"Applied Energy"},{"key":"30","doi-asserted-by":"publisher","DOI":"10.1007\/s00170-015-7030-5"},{"key":"31","doi-asserted-by":"publisher","DOI":"10.1016\/j.cirp.2016.04.066"}],"container-title":["Complexity"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/downloads.hindawi.com\/journals\/complexity\/2020\/6620216.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/downloads.hindawi.com\/journals\/complexity\/2020\/6620216.xml","content-type":"application\/xml","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/downloads.hindawi.com\/journals\/complexity\/2020\/6620216.pdf","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2020,11,29]],"date-time":"2020-11-29T18:50:17Z","timestamp":1606675817000},"score":1,"resource":{"primary":{"URL":"https:\/\/www.hindawi.com\/journals\/complexity\/2020\/6620216\/"}},"subtitle":[],"editor":[{"given":"Zhihan","family":"Lv","sequence":"additional","affiliation":[],"role":[{"role":"editor","vocabulary":"crossref"}]}],"short-title":[],"issued":{"date-parts":[[2020,11,28]]},"references-count":31,"alternative-id":["6620216","6620216"],"URL":"https:\/\/doi.org\/10.1155\/2020\/6620216","relation":{},"ISSN":["1099-0526","1076-2787"],"issn-type":[{"type":"electronic","value":"1099-0526"},{"type":"print","value":"1076-2787"}],"subject":[],"published":{"date-parts":[[2020,11,28]]}}}