Cargando…

Prediction of the potentially suitable areas of Leonurus japonicus in China based on future climate change using the optimized MaxEnt model

Leonurus japonicus Houtt. is a traditional Chinese medicinal plant with high medicinal and edible value. Wild L. japonicus resources have reduced dramatically in recent years. This study predicted the response of distribution range of L. japonicus to climate change in China, which provided scientifi...

Descripción completa

Detalles Bibliográficos
Autores principales: Wang, Yongji, Xie, Liyuan, Zhou, Xueyong, Chen, Renfei, Zhao, Guanghua, Zhang, Fenguo
Formato: Online Artículo Texto
Lenguaje:English
Publicado: John Wiley and Sons Inc. 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10585429/
https://www.ncbi.nlm.nih.gov/pubmed/37869439
http://dx.doi.org/10.1002/ece3.10597
_version_ 1785122954080681984
author Wang, Yongji
Xie, Liyuan
Zhou, Xueyong
Chen, Renfei
Zhao, Guanghua
Zhang, Fenguo
author_facet Wang, Yongji
Xie, Liyuan
Zhou, Xueyong
Chen, Renfei
Zhao, Guanghua
Zhang, Fenguo
author_sort Wang, Yongji
collection PubMed
description Leonurus japonicus Houtt. is a traditional Chinese medicinal plant with high medicinal and edible value. Wild L. japonicus resources have reduced dramatically in recent years. This study predicted the response of distribution range of L. japonicus to climate change in China, which provided scientific basis for the conservation and utilization. In this study, 489 occurrence points of L. japonicus were selected based on GIS technology and spThin package. The default parameters of MaxEnt model were adjusted by using ENMeva1 package of R environment, and the optimized MaxEnt model was used to analyze the distribution of L. japonicus. When the feature combination in the model parameters is hing and the regularization multiplier is 1.5, the MaxEnt model has a higher degree of optimization. With the AUC of 0.830, our model showed a good predictive performance. The results showed that L. japonicus were widely distributed in the current period. The maximum temperature of warmest month, the min temperature of coldest month, the precipitation of wettest month, the precipitation of driest month, and altitude were the main environmental factors affecting the distribution of L. japonicus. Under the three climate change scenarios, the suitable distribution area of L. japonicus will range shift to high latitudes, indicating that the distribution of L. japonicus has a strong response to climate change. The regional change rate is the lowest under the SSP126‐2090s scenario and the highest under the SSP585‐2090s scenario.
format Online
Article
Text
id pubmed-10585429
institution National Center for Biotechnology Information
language English
publishDate 2023
publisher John Wiley and Sons Inc.
record_format MEDLINE/PubMed
spelling pubmed-105854292023-10-20 Prediction of the potentially suitable areas of Leonurus japonicus in China based on future climate change using the optimized MaxEnt model Wang, Yongji Xie, Liyuan Zhou, Xueyong Chen, Renfei Zhao, Guanghua Zhang, Fenguo Ecol Evol Research Articles Leonurus japonicus Houtt. is a traditional Chinese medicinal plant with high medicinal and edible value. Wild L. japonicus resources have reduced dramatically in recent years. This study predicted the response of distribution range of L. japonicus to climate change in China, which provided scientific basis for the conservation and utilization. In this study, 489 occurrence points of L. japonicus were selected based on GIS technology and spThin package. The default parameters of MaxEnt model were adjusted by using ENMeva1 package of R environment, and the optimized MaxEnt model was used to analyze the distribution of L. japonicus. When the feature combination in the model parameters is hing and the regularization multiplier is 1.5, the MaxEnt model has a higher degree of optimization. With the AUC of 0.830, our model showed a good predictive performance. The results showed that L. japonicus were widely distributed in the current period. The maximum temperature of warmest month, the min temperature of coldest month, the precipitation of wettest month, the precipitation of driest month, and altitude were the main environmental factors affecting the distribution of L. japonicus. Under the three climate change scenarios, the suitable distribution area of L. japonicus will range shift to high latitudes, indicating that the distribution of L. japonicus has a strong response to climate change. The regional change rate is the lowest under the SSP126‐2090s scenario and the highest under the SSP585‐2090s scenario. John Wiley and Sons Inc. 2023-10-19 /pmc/articles/PMC10585429/ /pubmed/37869439 http://dx.doi.org/10.1002/ece3.10597 Text en © 2023 The Authors. Ecology and Evolution published by John Wiley & Sons Ltd. https://creativecommons.org/licenses/by/4.0/This is an open access article under the terms of the http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) License, which permits use, distribution and reproduction in any medium, provided the original work is properly cited.
spellingShingle Research Articles
Wang, Yongji
Xie, Liyuan
Zhou, Xueyong
Chen, Renfei
Zhao, Guanghua
Zhang, Fenguo
Prediction of the potentially suitable areas of Leonurus japonicus in China based on future climate change using the optimized MaxEnt model
title Prediction of the potentially suitable areas of Leonurus japonicus in China based on future climate change using the optimized MaxEnt model
title_full Prediction of the potentially suitable areas of Leonurus japonicus in China based on future climate change using the optimized MaxEnt model
title_fullStr Prediction of the potentially suitable areas of Leonurus japonicus in China based on future climate change using the optimized MaxEnt model
title_full_unstemmed Prediction of the potentially suitable areas of Leonurus japonicus in China based on future climate change using the optimized MaxEnt model
title_short Prediction of the potentially suitable areas of Leonurus japonicus in China based on future climate change using the optimized MaxEnt model
title_sort prediction of the potentially suitable areas of leonurus japonicus in china based on future climate change using the optimized maxent model
topic Research Articles
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10585429/
https://www.ncbi.nlm.nih.gov/pubmed/37869439
http://dx.doi.org/10.1002/ece3.10597
work_keys_str_mv AT wangyongji predictionofthepotentiallysuitableareasofleonurusjaponicusinchinabasedonfutureclimatechangeusingtheoptimizedmaxentmodel
AT xieliyuan predictionofthepotentiallysuitableareasofleonurusjaponicusinchinabasedonfutureclimatechangeusingtheoptimizedmaxentmodel
AT zhouxueyong predictionofthepotentiallysuitableareasofleonurusjaponicusinchinabasedonfutureclimatechangeusingtheoptimizedmaxentmodel
AT chenrenfei predictionofthepotentiallysuitableareasofleonurusjaponicusinchinabasedonfutureclimatechangeusingtheoptimizedmaxentmodel
AT zhaoguanghua predictionofthepotentiallysuitableareasofleonurusjaponicusinchinabasedonfutureclimatechangeusingtheoptimizedmaxentmodel
AT zhangfenguo predictionofthepotentiallysuitableareasofleonurusjaponicusinchinabasedonfutureclimatechangeusingtheoptimizedmaxentmodel