基于改進力導向模型的生態(tài)節(jié)點布局優(yōu)化
發(fā)布時間：2018-12-12 17:59
【摘要】：在西北干旱半干旱生態(tài)脆弱區(qū),構建生態(tài)網(wǎng)絡可以連接破碎的生境斑塊,提高景觀之間的連通性。而生態(tài)節(jié)點的布局優(yōu)化能夠降低能量損耗,增加穩(wěn)定性,對維持區(qū)域生態(tài)環(huán)境安全穩(wěn)定具有重要意義。以生態(tài)脆弱區(qū)典型縣域磴口縣為研究區(qū),在現(xiàn)有生態(tài)網(wǎng)絡基礎上,改進了HV算法的力導向(force-directed)模型,通過優(yōu)化生態(tài)節(jié)點的布局對生態(tài)網(wǎng)絡進行優(yōu)化。研究結果表明,在磴口縣選取的局部研究區(qū)內(nèi),與HV算法相比,改進force-directed模型優(yōu)化的生態(tài)節(jié)點布局覆蓋率達到90.79%,提升了4.08個百分點;平均聚類系數(shù)升高至0.071,是未改進HV算法的1.4倍;分布均勻度降低至2.629,比未改進HV算法降低了0.629。通過模型優(yōu)化使得網(wǎng)絡結構清晰、生態(tài)節(jié)點布局均勻,節(jié)點覆蓋率更高,表明優(yōu)化后生態(tài)網(wǎng)絡結構更為穩(wěn)定。
[Abstract]:In the arid and semi-arid ecological fragile region of Northwest China, the ecological network can connect the broken habitat patches and improve the connectivity of landscape. The layout optimization of ecological nodes can reduce the energy loss and increase the stability, which is of great significance to maintain the regional ecological environment security and stability. Taking Dengkou County, a typical county in the fragile ecological region, as the research area, based on the existing ecological networks, the force oriented (force-directed) model of the HV algorithm is improved, and the ecological network is optimized by optimizing the layout of the ecological nodes. The results show that in Dengkou County, compared with the HV algorithm, the ecological node layout coverage of the improved force-directed model is 90.79%, which is 4.08% higher than that of the HV algorithm. The average clustering coefficient is increased to 0.071, which is 1.4 times of that of the unimproved HV algorithm, and the distribution uniformity is reduced to 2.629, which is 0.629 less than that of the unimproved HV algorithm. Through the model optimization, the network structure is clear, the distribution of ecological nodes is uniform, and the coverage of nodes is higher, which indicates that the optimized ecological network structure is more stable.
【作者單位】： 北京林業(yè)大學精準林業(yè)北京市重點實驗室;佛羅里達大學地理系;
【基金】：國家自然科學基金項目(41371189) “十二五”國家科技支撐計劃項目(2012BAD16B00)
【分類號】：X171
本文編號：2375039
[Abstract]:In the arid and semi-arid ecological fragile region of Northwest China, the ecological network can connect the broken habitat patches and improve the connectivity of landscape. The layout optimization of ecological nodes can reduce the energy loss and increase the stability, which is of great significance to maintain the regional ecological environment security and stability. Taking Dengkou County, a typical county in the fragile ecological region, as the research area, based on the existing ecological networks, the force oriented (force-directed) model of the HV algorithm is improved, and the ecological network is optimized by optimizing the layout of the ecological nodes. The results show that in Dengkou County, compared with the HV algorithm, the ecological node layout coverage of the improved force-directed model is 90.79%, which is 4.08% higher than that of the HV algorithm. The average clustering coefficient is increased to 0.071, which is 1.4 times of that of the unimproved HV algorithm, and the distribution uniformity is reduced to 2.629, which is 0.629 less than that of the unimproved HV algorithm. Through the model optimization, the network structure is clear, the distribution of ecological nodes is uniform, and the coverage of nodes is higher, which indicates that the optimized ecological network structure is more stable.
【作者單位】： 北京林業(yè)大學精準林業(yè)北京市重點實驗室;佛羅里達大學地理系;
【基金】：國家自然科學基金項目(41371189) “十二五”國家科技支撐計劃項目(2012BAD16B00)
【分類號】：X171
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