Prediction of Suitable Distribution Area of Corydalis trachycarpa (Papaveraceae) in China under Climate Change

doi:10.7525/j.issn.1673-5102.2024.01.004

Abstract

Abstract:

In order to explore the potential suitable distribution area and the suitable living environment of Corydalis trachycarpa， and to provide a theoretical basis for resource utilization and protection of C. trachycarpa. Based on the existing distribution sites， climatic variables， and environmental variables of C. trachycarpa， MaxEnt modeling and ArcGIS software were used to simulate the potential distribution of C. trachycarpa in China for four periods under current climate condition（1970-2000） and Shared Socioeconomic Pathway（SSP） 245 scenario model（2021-2040， 2041-2060， 2061-2080， 2081-2100）， and environmental factors limiting its distribution were analyzed. The results showed that the most important environmental factors determining C. trachycarpa distribution were altitude（Alt， contribution rate was 60.9%）， standard deviation of temperature seasonality（bio4， contribution rate was 11.1%）， precipitation during the warmest quarter（bio18， contribution rate was 9.4%）， and the precipitation variation coefficient（bio15， contribution rate was 7.0%）. The cumulative contribution of these four factors was 88.4%. Under current climate conditions， the MaxEnt model predicted a total potential distribution area of approximately 1.7494×10⁶ km² for C. trachycarpa， primarily distributed in northwest Sichuan， southern Gansu， eastern Xizang， northwest Yunnan， and Qinghai within the eastern Tibetan Plateau. Compared with the current climate conditions the most， moderate and low suitable areas of C. trachycarpa under SSP 245 scenario might increase in the next four periods， showing a trend of expansion toward Yunnan， eastern Xizang， and other lower latitude regions.

Key words: Corydalis trachycarpa, MaxEnt, geographic information system, potential distribution area, climate change

CLC Number:

Q948.13

Qian YANG, Yuan YUAN, Xu SU, Yuping LIU, Dong WANG, Xiaoli LI, Chenglin SUN, Ping YANG. Prediction of Suitable Distribution Area of Corydalis trachycarpa (Papaveraceae) in China under Climate Change[J]. Bulletin of Botanical Research, 2024, 44(1): 17-26.

References 22

1	田红，李文金，张玉珍.高寒草甸对植物多样性短期丧失的响应［J］.甘肃农业大学学报，2015，50（1）：93-98.
	TIAN H， LI W J， ZHANG Y Z.Response of alpine meadow to the short-term loss of plant diversity［J］.Journal of Gansu Agricultural University，2015，50（1）：93-98.
2	CUENA-LOMBRAÑA A， FOIS M， FENU G，et al.The impact of climatic variations on the reproductive success of Gentiana lutea L.in a Mediterranean Mountain area［J］.International Journal of Biometeorology，2018，62 （7）：1283-1295.
3	BOUCHER O， RANDALL D， ARTAXO P，et al.Contribution of working group I to the fifth assessment report of the Intergovernmental Panel on Climate Change.Clouds and aerosols［J］.Climate Change，2013，616-617.
4	陈建国，杨扬，孙航.高山植物对全球气候变暖的响应研究进展［J］.应用与环境生物学报，2011，17（3）：435-446.
	CHEN J G， YANG Y， SUN H.Advances in the studies of responses of alpine plants to global warming［J］.Chinese Journal of Applied & Environmental Biology，2011，17（3）：435-446.
5	SAATCHI S， BUERMANN W， STEEGE HTER，et al.Modeling distribution of Amazonian tree species and diversity using remote sensing measurements［J］.Remote Sensing of Environment，2008，112（5）：2000-2017.
6	王雨生，王召海，邢汉发，等.基于MaxEnt模型的珙桐在中国潜在适生区预测［J］.生态学杂志，2019，38（4）：1230-1237.
	WANG Y S， WANG Z H， XING H F，et al.Prediction of potential suitable distribution of Davidia involucrata Baill in China based on MaxEnt［J］.Chinese Journal of Ecology，2019，38（4）：1230-1237.
7	YAN H Y， FENG L， ZHAO Y F，et al.Predicting the potential distribution of an invasive species，Erigeron canadensis L.，in China with a maximum entropy model［J］.Global Ecology and Conservation，2020，21：e00822.
8	吕振刚，李文博，黄选瑞，等.气候变化情景下河北省3个优势树种适宜分布区预测［J］.林业科学，2019，55（3）：13-21.
	LÜ Z G， LI W B， HUANG X R，et al.Predicting suitable distribution area of three dominant tree species under climate change scenarios in Hebei Province［J］.Scientia Silvae Sinicae，2019，55（3）：13-21.
9	PHILLIPS S J， ANDERSON R P， DUDÍK M，et al.Opening the black box：an open-source release of MaxEnt［J］.Ecography，2017，40（7）：887-893.
10	杜志喧，苏启陶，周兵，等.不同气候变化情景下入侵植物大狼把草在中国的潜在分布［J］.生态学杂志，2021，40（8）：2575-2582.
	DU Z X， SU Q T， ZHOU B，et al.Potential distribution of invasive species Bidens frondosa under different climate change scenarios in China［J］.Chinese Journal of Ecology，2021，40（8）：2575-2582.
11	徐文力，李庆康，杨潇，等.气候变化情景下西藏入侵植物印加孔雀草的潜在分布预测［J］.生态学报，2022，42（17）：7266-7277.
	XU W L， LI Q K， YANG X，et al.Prediction of potential distribution of the invasive plant Tagetes minuta L.（Wild Marigold） in Xizang under climate change［J］.Acta Ecologica Sinica，2022，42（17）：7266-7277.
12	张华纬，赵健，阎波杰，等.基于MaxEnt模型和GIS的马缨丹在中国的适生区预测［J］.生态与农村环境学报，2020，36（11）：1420-1427.
	ZHANG H W， ZHAO J， YAN B J，et al.Prediction of potential geographic distribution of Lantana camara in China using MaxEnt model and GIS［J］.Journal of Ecology and Rural Environment，2020，36（11）：1420-1427.
13	王鑫，任亦钊，黄琴，等.基于GIS和MaxEnt模型的赤水河地区濒危植物桫椤生境适宜性评价［J］.生态学报，2021，41（15）：6123-6133.
	WANG X， REN Y Z， HUANG Q，et al.Habitat suitability assessment of endangered plant Alsophila spinulosa in Chishui River area based on GIS and MaxEnt model［J］.Acta Ecologica Sinica，2021，41（15）：6123-6133.
14	张文秀，寇一翾，张丽，等.采用生态位模拟预测濒危植物白豆杉5个时期的适宜分布区［J］.生态学杂志，2020，39（2）：600-613.
	ZHANG W X， KOU Y X， ZHANG L，et al.Suitable distribution of endangered species Pseudotaxus chienii （Cheng） Cheng （Taxaceae） in five periods using niche modeling［J］.Chinese Journal of Ecology，2020，39（2）：600-613.
15	HU H W， WEI Y Q， WANG W Y，et al.Richness and distribution of endangered orchid species under different climate scenarios on the Qinghai-Tibetan Plateau［J］.Frontiers in Plant Science，2022，13：948189.
16	陈敏艳，张琳琳，曹博，等.基于MaxEnt和GIS的黄芩属6种药用植物最适潜在分布区预测［J］.中兽医医药杂志，2022，41（5）：7-12.
	CHEN M Y， ZHANG L L， CAO B，et al.Predictive suitable distributions and principal environment variables of six medicinal plants of Scutellaria based on MaxEnt and GIS［J］.Journal of Traditional Chinese Veterinary Medicine，2022，41（5）：7-12.
17	柳鑫，杨艳芳，宋红萍，等.基于MaxEnt和ArcGIS的黄连生长适宜性区划研究［J］.中国中药杂志，2016，41（17）：3186-3193.
	LIU X， YANG Y F， SONG H P，et al.Cultural regionalization for Coptis chinensis based on 3S technology platform I.Study on growth suitability for Coptis chinensis based on ecological factors analysis by MaxEnt and ArcGIS model［J］.China Journal of Chinese Materia Medica，2016，41（17）：3186-3193.
18	赵文龙，陈红刚，刘录宏，等.气候变化对濒危藏药红花绿绒蒿适生区分布格局的影响［J］.中国药学杂志，2021，56（16）：1306-1312.
	ZHAO W L， CHEN H G， LIU L H，et al.The Impact of climate change on the distribution pattern of the suitable growing region for endangered Tibetan medicine Meconopsis punicea ［J］.Chinese Pharmaceutical Journal，2021，56（16）：1306-1312.
19	杨冬璠，赵丽萍，汪圣，等.基于最大熵模型预测濒危藏药尼泊尔黄堇适生分布区［J/OL］.中国中医药信息杂志，1-5［2023-01-14］..
	YANG D P， ZHAO L P， WANG S，et al.Prediction of the suitable distribution areas of Corydalis hendersonii Hemsl.based on the MaxEnt model［J/OL］.Chinese Journal of Information on Traditional Chinese Medicine，1-5［2023-01-14］..
20	吴征镒，庄璇.中国紫堇属糙果紫堇组的研究［J］.植物分类与资源学报，1983（3）：239-260.
	WU Z Y， ZHUANG X.Study of genus Corydalis Sect.TrachycarpaeFedde［J］.Plant Diversity，1983（3）：239-260.
21	叶菊，孙立卿，确生，等.四种紫堇属藏药化学成分预实验及其生物碱含量测定［J］.西北民族大学学报（自然科学版），2017，38（3）：42-47.
	YE J， SUN L Q， QUE S，et al.Preliminary tests for chemical components of four kinds Tibetan medicine herbs and determination of total alkaloids［J］.Journal of Northwest Minzu University （Natural Science Edition），2017，38（3）：42-47.
22	张国林，潘维恩，彭树林，等.药用异喹啉生物碱的研究：Ⅰ.粗果紫堇生物碱的研究［J］.天然产物研究与开发，1989（2）：1-5.
	ZHANG G L， PAN W E， PENG S L，et al.Study on medicinal isoquinoline alkaloids：Ⅰ.Study on alkaloids of Corydalis trachycarpa ［J］.Natural Product Research and Development，1989（2）：1-5.

[1]	Xinggang Tang, Yingdan Yuan, Jinchi Zhang. Effects of Climate Change on the Suitable Area and Niche of Cunninghamia lanceolata [J]. Bulletin of Botanical Research, 2022, 42(1): 151-160.
[2]	LI Ning-Ning, ZHANG Ai-Ping, ZHANG Lin, WANG Ke-Qing, LUO Hong-Yan, PAN Kai-Wen. Predicting Potential Distribution of Two Species of Spruce in Qinghai-Tibet Plateau under Climate Change [J]. Bulletin of Botanical Research, 2019, 39(3): 395-406.
[3]	LIU Ran, WANG Chun-Jing, HE Jian, ZHANG Zhi-Xiang. Analysis of Geographical Distribution of Abies in China under Climate Change [J]. Bulletin of Botanical Research, 2018, 38(1): 37-46.
[4]	WANG Juan-Juan;CAO Bo;BAI Cheng-Ke;ZHANG Lin-Lin;CHE Le. Potential Distribution Prediction and Suitability Evaluation of Fritillaria cirrhosa* D.Don based on Maxent Modeling and GIS [J]. Bulletin of Botanical Research, 2014, 34(5): 642-649.
[5]	YUAN Bo;BAI Hong-Ying*;ZHANG Jie;MA Xin-Ping. Vegetation Net Primary Productivity in Qinling Mountains and Its Response to Climate Change [J]. Bulletin of Botanical Research, 2013, 33(2): 225-231.
[6]	ZHU Xue-Qin, CONG Pei-Tong, WEN Li-Jie. GIS APPLYING IN COUPLE MAP OF CITY WATER AND ECOLOGICAL ENVIRONMENT [J]. Bulletin of Botanical Research, 2003, 23(2): 252-256.
[7]	Jiang Nai-zhun, Duan Wen-biao. THE FUTURE CLIMATE CHANGE AND ITS INFLUENCES TO FOREST IN HEILONGJIANG PROVINCE [J]. Bulletin of Botanical Research, 1996, 16(2): 242-245.