A Rapid Integration Method of Wild Ornamental Plant Resources Based on Improved Clustering Algorithm

Abstract

Wild ornamental plants are beneficial as well as dangerous for the environment. Because the introduction of attractive plants that are not suited to the local ecosystem can result in significant environmental damage, a quick integration strategy based on an enhanced clustering algorithm is proposed for wild ornamental plant resources. The technique is enhanced with density stratification by integrating the k-means distance measurement formula and establishing the objective function of clustering optimization. The cluster termination condition is controlled by the number of clusters k, and the wild plant data categories are continually merged. Uneven density distribution is used to deal with the wild plant distribution dataset. To obtain the distribution of wild ornamental plants in different regions, to estimate the optimal parameters of wild plant samples, to combine with maximum likelihood classification to obtain the plant flora differentiation degree, and to complete the resource integration, remote sensing images were used. Comprehensive survey and systematic sampling were used to conduct a complete survey of the protected area. The heat map of the plant size distribution shows that there is a clear negative correlation between the spatial scale difference and the overall density difference of the plant distribution, that is, it appears spatially. From the experimental analysis, it is observed that the high-density small-scale and low-density large-scale agglomeration distribution characteristics delay is 1.96 s.

Checklist of angiosperm and gymnosperm in Chandbali College Campus, Odisha, India

“…The present study revealed a significant number of ornamental plants. However, it is important to note that the introduction of attractive plants that are not well-suited to the local ecosystem can result in significant environmental damage (Cong and Han, 2022). The issue of biological invasions has gained considerable attention due to the potential threats they pose to native species, natural systems, ecosystem processes and functioning, environmental quality and human health.…”

Floristic diversity of native wild ornamental plants of Aravalli Hill Range: a case study from district Rewari, Haryana, India

“…Wild plants are natural gene banks containing exceptionally rich hereditary information, as well as humankind's important resources and the groundwork of present day garden plants (Dulloo & Maxted 2019;Cong & Han 2022). The constructive developments in the utilization of wild plant assets not just enhance the beauty of metropolitan greening and beautification yet additionally increase the urban biodiversity index and diminish the serious misfortunes brought about by the introduction of ornamental plants that are not appropriate for the local environment (Gong et al 2019).…”